2025-08-04 07:22:27,063 - pyskl - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0] CUDA available: True GPU 0,1: Tesla V100-PCIE-32GB CUDA_HOME: /usr/local/cuda-11.7 NVCC: Cuda compilation tools, release 11.7, V11.7.64 GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.2) 9.4.0 PyTorch: 1.11.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.12.0 OpenCV: 4.8.0 MMCV: 1.5.0 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 11.3 pyskl: 0.1.0+ ------------------------------------------------------------ 2025-08-04 07:22:27,304 - pyskl - INFO - Config: modality = 'b' graph = 'coco_new' work_dir = './work_dirs/k400/b_3' model = dict( type='RecognizerGCN', backbone=dict( type='GCN_Module_LLM_K400', llm_model='gpt4o', llm_modality='b', num_classes=400, tcn_ms_cfg=[(3, 1), (3, 2), (3, 3), (3, 4), ('max', 3), '1x1'], graph_cfg=dict( layout='coco_new', mode='random', num_filter=8, init_off=0.04, init_std=0.02)), cls_head=dict( type='SimpleHead', joint_cfg='coco_new', num_classes=400, in_channels=384, work_dir='./work_dirs/k400/b_3', interval_epoch=50, weight_1=0.005, weight_2=0.01)) memcached = True mc_cfg = ('localhost', 22077) dataset_type = 'PoseDataset' ann_file = '/data/lhd/pyskl_data/k400/k400_hrnet.pkl' left_kp = [1, 3, 5, 7, 9, 11, 13, 15] right_kp = [2, 4, 6, 8, 10, 12, 14, 16] box_thr = 0.5 valid_ratio = 0.0 train_pipeline = [ dict(type='DecompressPose', squeeze=True), dict(type='UniformSampleFrames', clip_len=100), dict(type='PoseDecode'), dict( type='Flip', flip_ratio=0.5, left_kp=[1, 3, 5, 7, 9, 11, 13, 15], right_kp=[2, 4, 6, 8, 10, 12, 14, 16]), dict(type='Kinetics_Transform'), dict(type='GenSkeFeat', dataset='coco_new', feats=['b']), dict(type='FormatGCNInput', num_person=2), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ] val_pipeline = [ dict(type='DecompressPose', squeeze=True), dict(type='UniformSampleFrames', clip_len=100, num_clips=1), dict(type='PoseDecode'), dict(type='Kinetics_Transform'), dict(type='GenSkeFeat', dataset='coco_new', feats=['b']), dict(type='FormatGCNInput', num_person=2), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ] test_pipeline = [ dict(type='DecompressPose', squeeze=True), dict(type='UniformSampleFrames', clip_len=100, num_clips=10), dict(type='PoseDecode'), dict(type='Kinetics_Transform'), dict(type='GenSkeFeat', dataset='coco_new', feats=['b']), dict(type='FormatGCNInput', num_person=2), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ] data = dict( videos_per_gpu=16, workers_per_gpu=4, test_dataloader=dict(videos_per_gpu=1), train=dict( type='PoseDataset', ann_file='/data/lhd/pyskl_data/k400/k400_hrnet.pkl', split='train', pipeline=[ dict(type='DecompressPose', squeeze=True), dict(type='UniformSampleFrames', clip_len=100), dict(type='PoseDecode'), dict( type='Flip', flip_ratio=0.5, left_kp=[1, 3, 5, 7, 9, 11, 13, 15], right_kp=[2, 4, 6, 8, 10, 12, 14, 16]), dict(type='Kinetics_Transform'), dict(type='GenSkeFeat', dataset='coco_new', feats=['b']), dict(type='FormatGCNInput', num_person=2), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ], box_thr=0.5, valid_ratio=0.0, memcached=True, mc_cfg=('localhost', 22077)), val=dict( type='PoseDataset', ann_file='/data/lhd/pyskl_data/k400/k400_hrnet.pkl', split='val', pipeline=[ dict(type='DecompressPose', squeeze=True), dict(type='UniformSampleFrames', clip_len=100, num_clips=1), dict(type='PoseDecode'), dict(type='Kinetics_Transform'), dict(type='GenSkeFeat', dataset='coco_new', feats=['b']), dict(type='FormatGCNInput', num_person=2), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ], box_thr=0.5, memcached=True, mc_cfg=('localhost', 22077)), test=dict( type='PoseDataset', ann_file='/data/lhd/pyskl_data/k400/k400_hrnet.pkl', split='val', pipeline=[ dict(type='DecompressPose', squeeze=True), dict(type='UniformSampleFrames', clip_len=100, num_clips=10), dict(type='PoseDecode'), dict(type='Kinetics_Transform'), dict(type='GenSkeFeat', dataset='coco_new', feats=['b']), dict(type='FormatGCNInput', num_person=2), dict(type='Collect', keys=['keypoint', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['keypoint']) ], box_thr=0.5, memcached=True, mc_cfg=('localhost', 22077))) optimizer = dict( type='SGD', lr=0.05, momentum=0.9, weight_decay=0.0005, nesterov=True) optimizer_config = dict(grad_clip=None) lr_config = dict(policy='CosineAnnealing', min_lr=0, by_epoch=False) total_epochs = 150 checkpoint_config = dict(interval=1) evaluation = dict( interval=1, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict(interval=100, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') gpu_ids = range(0, 2) 2025-08-04 07:22:29,951 - pyskl - INFO - Set random seed to 1540915673, deterministic: False 2025-08-04 07:22:42,890 - pyskl - INFO - 239737 videos remain after valid thresholding 2025-08-04 07:22:54,795 - pyskl - INFO - 19743 videos remain after valid thresholding 2025-08-04 07:22:54,798 - pyskl - INFO - Start running, host: lhd@zkyd, work_dir: /home/lhd/pyskl/work_dirs/k400/b_3 2025-08-04 07:22:54,799 - pyskl - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) CosineAnnealingLrUpdaterHook (NORMAL ) CustomCheckpointHook (NORMAL ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) CosineAnnealingLrUpdaterHook (NORMAL ) DistSamplerSeedHook (NORMAL ) DistEvalHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) CosineAnnealingLrUpdaterHook (NORMAL ) DistEvalHook (LOW ) IterTimerHook -------------------- after_train_iter: (ABOVE_NORMAL) OptimizerHook (NORMAL ) CustomCheckpointHook (NORMAL ) DistEvalHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CustomCheckpointHook (NORMAL ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook -------------------- 2025-08-04 07:22:54,800 - pyskl - INFO - workflow: [('train', 1)], max: 150 epochs 2025-08-04 07:22:54,802 - pyskl - INFO - Checkpoints will be saved to /home/lhd/pyskl/work_dirs/k400/b_3 by HardDiskBackend. 2025-08-04 07:24:24,379 - pyskl - INFO - Epoch [1][100/7492] lr: 5.000e-02, eta: 11 days, 15:34:59, time: 0.896, data_time: 0.312, memory: 11057, top1_acc: 0.0050, top5_acc: 0.0294, loss_cls: 12.0553, loss: 12.0553 2025-08-04 07:25:21,293 - pyskl - INFO - Epoch [1][200/7492] lr: 5.000e-02, eta: 9 days, 12:35:42, time: 0.569, data_time: 0.000, memory: 11057, top1_acc: 0.0103, top5_acc: 0.0416, loss_cls: 11.6031, loss: 11.6031 2025-08-04 07:26:18,672 - pyskl - INFO - Epoch [1][300/7492] lr: 5.000e-02, eta: 8 days, 20:04:13, time: 0.574, data_time: 0.000, memory: 11057, top1_acc: 0.0150, top5_acc: 0.0584, loss_cls: 11.3782, loss: 11.3782 2025-08-04 07:27:16,044 - pyskl - INFO - Epoch [1][400/7492] lr: 5.000e-02, eta: 8 days, 11:47:50, time: 0.574, data_time: 0.000, memory: 11057, top1_acc: 0.0141, top5_acc: 0.0678, loss_cls: 11.2874, loss: 11.2874 2025-08-04 07:28:13,778 - pyskl - INFO - Epoch [1][500/7492] lr: 5.000e-02, eta: 8 days, 7:03:07, time: 0.577, data_time: 0.000, memory: 11057, top1_acc: 0.0153, top5_acc: 0.0731, loss_cls: 11.1475, loss: 11.1475 2025-08-04 07:29:10,665 - pyskl - INFO - Epoch [1][600/7492] lr: 5.000e-02, eta: 8 days, 3:26:29, time: 0.569, data_time: 0.000, memory: 11057, top1_acc: 0.0184, top5_acc: 0.0781, loss_cls: 11.0671, loss: 11.0671 2025-08-04 07:30:08,072 - pyskl - INFO - Epoch [1][700/7492] lr: 5.000e-02, eta: 8 days, 1:05:30, time: 0.574, data_time: 0.000, memory: 11057, top1_acc: 0.0238, top5_acc: 0.0947, loss_cls: 10.9698, loss: 10.9698 2025-08-04 07:31:05,548 - pyskl - INFO - Epoch [1][800/7492] lr: 5.000e-02, eta: 7 days, 23:21:04, time: 0.575, data_time: 0.000, memory: 11057, top1_acc: 0.0219, top5_acc: 0.0813, loss_cls: 11.0033, loss: 11.0033 2025-08-04 07:32:02,814 - pyskl - INFO - Epoch [1][900/7492] lr: 5.000e-02, eta: 7 days, 21:55:14, time: 0.573, data_time: 0.000, memory: 11057, top1_acc: 0.0272, top5_acc: 0.0963, loss_cls: 10.8794, loss: 10.8794 2025-08-04 07:32:59,739 - pyskl - INFO - Epoch [1][1000/7492] lr: 5.000e-02, eta: 7 days, 20:40:06, time: 0.569, data_time: 0.000, memory: 11057, top1_acc: 0.0234, top5_acc: 0.1022, loss_cls: 10.8713, loss: 10.8713 2025-08-04 07:33:57,524 - pyskl - INFO - Epoch [1][1100/7492] lr: 5.000e-02, eta: 7 days, 19:53:01, time: 0.578, data_time: 0.000, memory: 11057, top1_acc: 0.0250, top5_acc: 0.0994, loss_cls: 10.8608, loss: 10.8608 2025-08-04 07:34:55,189 - pyskl - INFO - Epoch [1][1200/7492] lr: 5.000e-02, eta: 7 days, 19:11:45, time: 0.577, data_time: 0.000, memory: 11057, top1_acc: 0.0272, top5_acc: 0.1094, loss_cls: 10.7621, loss: 10.7621 2025-08-04 07:35:52,981 - pyskl - INFO - Epoch [1][1300/7492] lr: 5.000e-02, eta: 7 days, 18:38:31, time: 0.578, data_time: 0.000, memory: 11057, top1_acc: 0.0206, top5_acc: 0.0963, loss_cls: 10.8268, loss: 10.8268 2025-08-04 07:36:50,305 - pyskl - INFO - Epoch [1][1400/7492] lr: 5.000e-02, eta: 7 days, 18:03:37, time: 0.573, data_time: 0.000, memory: 11057, top1_acc: 0.0338, top5_acc: 0.1097, loss_cls: 10.7398, loss: 10.7398 2025-08-04 07:37:48,311 - pyskl - INFO - Epoch [1][1500/7492] lr: 5.000e-02, eta: 7 days, 17:41:48, time: 0.580, data_time: 0.000, memory: 11057, top1_acc: 0.0316, top5_acc: 0.1237, loss_cls: 10.6807, loss: 10.6807 2025-08-04 07:38:46,621 - pyskl - INFO - Epoch [1][1600/7492] lr: 5.000e-02, eta: 7 days, 17:26:04, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0262, top5_acc: 0.1122, loss_cls: 10.7081, loss: 10.7081 2025-08-04 07:39:43,869 - pyskl - INFO - Epoch [1][1700/7492] lr: 5.000e-02, eta: 7 days, 17:00:27, time: 0.572, data_time: 0.000, memory: 11057, top1_acc: 0.0344, top5_acc: 0.1216, loss_cls: 10.6667, loss: 10.6667 2025-08-04 07:40:41,343 - pyskl - INFO - Epoch [1][1800/7492] lr: 5.000e-02, eta: 7 days, 16:39:52, time: 0.575, data_time: 0.000, memory: 11057, top1_acc: 0.0281, top5_acc: 0.1237, loss_cls: 10.6718, loss: 10.6718 2025-08-04 07:41:38,432 - pyskl - INFO - Epoch [1][1900/7492] lr: 5.000e-02, eta: 7 days, 16:17:37, time: 0.571, data_time: 0.000, memory: 11057, top1_acc: 0.0369, top5_acc: 0.1134, loss_cls: 10.6672, loss: 10.6672 2025-08-04 07:42:35,253 - pyskl - INFO - Epoch [1][2000/7492] lr: 5.000e-02, eta: 7 days, 15:55:00, time: 0.568, data_time: 0.000, memory: 11057, top1_acc: 0.0281, top5_acc: 0.1103, loss_cls: 10.7358, loss: 10.7358 2025-08-04 07:43:32,518 - pyskl - INFO - Epoch [1][2100/7492] lr: 5.000e-02, eta: 7 days, 15:38:12, time: 0.572, data_time: 0.000, memory: 11057, top1_acc: 0.0356, top5_acc: 0.1250, loss_cls: 10.6365, loss: 10.6365 2025-08-04 07:44:32,069 - pyskl - INFO - Epoch [1][2200/7492] lr: 5.000e-02, eta: 7 days, 15:42:34, time: 0.596, data_time: 0.000, memory: 11057, top1_acc: 0.0312, top5_acc: 0.1119, loss_cls: 10.6733, loss: 10.6733 2025-08-04 07:45:30,673 - pyskl - INFO - Epoch [1][2300/7492] lr: 5.000e-02, eta: 7 days, 15:38:39, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.0366, top5_acc: 0.1212, loss_cls: 10.6281, loss: 10.6281 2025-08-04 07:46:28,997 - pyskl - INFO - Epoch [1][2400/7492] lr: 5.000e-02, eta: 7 days, 15:32:46, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0387, top5_acc: 0.1384, loss_cls: 10.5088, loss: 10.5088 2025-08-04 07:47:27,443 - pyskl - INFO - Epoch [1][2500/7492] lr: 5.000e-02, eta: 7 days, 15:28:14, time: 0.584, data_time: 0.000, memory: 11057, top1_acc: 0.0406, top5_acc: 0.1378, loss_cls: 10.5685, loss: 10.5685 2025-08-04 07:48:25,850 - pyskl - INFO - Epoch [1][2600/7492] lr: 5.000e-02, eta: 7 days, 15:23:40, time: 0.584, data_time: 0.000, memory: 11057, top1_acc: 0.0497, top5_acc: 0.1403, loss_cls: 10.5514, loss: 10.5514 2025-08-04 07:49:24,431 - pyskl - INFO - Epoch [1][2700/7492] lr: 5.000e-02, eta: 7 days, 15:20:35, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.0425, top5_acc: 0.1372, loss_cls: 10.5136, loss: 10.5136 2025-08-04 07:50:23,057 - pyskl - INFO - Epoch [1][2800/7492] lr: 5.000e-02, eta: 7 days, 15:17:55, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.0444, top5_acc: 0.1581, loss_cls: 10.4645, loss: 10.4645 2025-08-04 07:51:21,324 - pyskl - INFO - Epoch [1][2900/7492] lr: 5.000e-02, eta: 7 days, 15:13:06, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0475, top5_acc: 0.1603, loss_cls: 10.4337, loss: 10.4337 2025-08-04 07:52:19,617 - pyskl - INFO - Epoch [1][3000/7492] lr: 5.000e-02, eta: 7 days, 15:08:40, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0378, top5_acc: 0.1566, loss_cls: 10.4818, loss: 10.4818 2025-08-04 07:53:17,437 - pyskl - INFO - Epoch [1][3100/7492] lr: 5.000e-02, eta: 7 days, 15:01:37, time: 0.578, data_time: 0.000, memory: 11057, top1_acc: 0.0516, top5_acc: 0.1669, loss_cls: 10.4153, loss: 10.4153 2025-08-04 07:54:15,628 - pyskl - INFO - Epoch [1][3200/7492] lr: 5.000e-02, eta: 7 days, 14:57:08, time: 0.582, data_time: 0.000, memory: 11057, top1_acc: 0.0516, top5_acc: 0.1600, loss_cls: 10.4457, loss: 10.4457 2025-08-04 07:55:13,463 - pyskl - INFO - Epoch [1][3300/7492] lr: 5.000e-02, eta: 7 days, 14:50:49, time: 0.578, data_time: 0.000, memory: 11057, top1_acc: 0.0475, top5_acc: 0.1644, loss_cls: 10.3727, loss: 10.3727 2025-08-04 07:56:11,753 - pyskl - INFO - Epoch [1][3400/7492] lr: 5.000e-02, eta: 7 days, 14:47:20, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0544, top5_acc: 0.1694, loss_cls: 10.3276, loss: 10.3276 2025-08-04 07:57:10,011 - pyskl - INFO - Epoch [1][3500/7492] lr: 5.000e-02, eta: 7 days, 14:43:49, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0506, top5_acc: 0.1659, loss_cls: 10.3739, loss: 10.3739 2025-08-04 07:58:08,417 - pyskl - INFO - Epoch [1][3600/7492] lr: 5.000e-02, eta: 7 days, 14:41:13, time: 0.584, data_time: 0.000, memory: 11057, top1_acc: 0.0550, top5_acc: 0.1809, loss_cls: 10.3012, loss: 10.3012 2025-08-04 07:59:07,091 - pyskl - INFO - Epoch [1][3700/7492] lr: 5.000e-02, eta: 7 days, 14:40:04, time: 0.587, data_time: 0.000, memory: 11057, top1_acc: 0.0566, top5_acc: 0.1775, loss_cls: 10.3504, loss: 10.3504 2025-08-04 08:00:05,730 - pyskl - INFO - Epoch [1][3800/7492] lr: 5.000e-02, eta: 7 days, 14:38:43, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.0534, top5_acc: 0.1859, loss_cls: 10.2691, loss: 10.2691 2025-08-04 08:01:04,004 - pyskl - INFO - Epoch [1][3900/7492] lr: 5.000e-02, eta: 7 days, 14:35:40, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0628, top5_acc: 0.1866, loss_cls: 10.2632, loss: 10.2632 2025-08-04 08:02:02,230 - pyskl - INFO - Epoch [1][4000/7492] lr: 5.000e-02, eta: 7 days, 14:32:30, time: 0.582, data_time: 0.000, memory: 11057, top1_acc: 0.0575, top5_acc: 0.1869, loss_cls: 10.3127, loss: 10.3127 2025-08-04 08:03:00,104 - pyskl - INFO - Epoch [1][4100/7492] lr: 5.000e-02, eta: 7 days, 14:27:50, time: 0.579, data_time: 0.000, memory: 11057, top1_acc: 0.0587, top5_acc: 0.1903, loss_cls: 10.2202, loss: 10.2202 2025-08-04 08:03:57,351 - pyskl - INFO - Epoch [1][4200/7492] lr: 5.000e-02, eta: 7 days, 14:20:34, time: 0.572, data_time: 0.000, memory: 11057, top1_acc: 0.0666, top5_acc: 0.1881, loss_cls: 10.2635, loss: 10.2635 2025-08-04 08:04:54,243 - pyskl - INFO - Epoch [1][4300/7492] lr: 5.000e-02, eta: 7 days, 14:12:02, time: 0.569, data_time: 0.000, memory: 11057, top1_acc: 0.0628, top5_acc: 0.2069, loss_cls: 10.1567, loss: 10.1567 2025-08-04 08:05:52,728 - pyskl - INFO - Epoch [1][4400/7492] lr: 5.000e-02, eta: 7 days, 14:10:37, time: 0.585, data_time: 0.000, memory: 11057, top1_acc: 0.0647, top5_acc: 0.2047, loss_cls: 10.2056, loss: 10.2056 2025-08-04 08:06:51,083 - pyskl - INFO - Epoch [1][4500/7492] lr: 5.000e-02, eta: 7 days, 14:08:40, time: 0.584, data_time: 0.000, memory: 11057, top1_acc: 0.0681, top5_acc: 0.2053, loss_cls: 10.1832, loss: 10.1832 2025-08-04 08:07:49,405 - pyskl - INFO - Epoch [1][4600/7492] lr: 5.000e-02, eta: 7 days, 14:06:37, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0716, top5_acc: 0.2050, loss_cls: 10.1172, loss: 10.1172 2025-08-04 08:08:47,829 - pyskl - INFO - Epoch [1][4700/7492] lr: 5.000e-02, eta: 7 days, 14:05:02, time: 0.584, data_time: 0.000, memory: 11057, top1_acc: 0.0631, top5_acc: 0.1919, loss_cls: 10.2287, loss: 10.2287 2025-08-04 08:09:46,215 - pyskl - INFO - Epoch [1][4800/7492] lr: 5.000e-02, eta: 7 days, 14:03:20, time: 0.584, data_time: 0.000, memory: 11057, top1_acc: 0.0728, top5_acc: 0.2150, loss_cls: 10.0757, loss: 10.0757 2025-08-04 08:10:44,548 - pyskl - INFO - Epoch [1][4900/7492] lr: 5.000e-02, eta: 7 days, 14:01:27, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0781, top5_acc: 0.2256, loss_cls: 10.0734, loss: 10.0734 2025-08-04 08:11:42,817 - pyskl - INFO - Epoch [1][5000/7492] lr: 5.000e-02, eta: 7 days, 13:59:22, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0697, top5_acc: 0.2091, loss_cls: 10.0487, loss: 10.0487 2025-08-04 08:12:41,018 - pyskl - INFO - Epoch [1][5100/7492] lr: 5.000e-02, eta: 7 days, 13:57:04, time: 0.582, data_time: 0.000, memory: 11057, top1_acc: 0.0772, top5_acc: 0.2263, loss_cls: 9.9530, loss: 9.9530 2025-08-04 08:13:38,030 - pyskl - INFO - Epoch [1][5200/7492] lr: 5.000e-02, eta: 7 days, 13:50:34, time: 0.570, data_time: 0.000, memory: 11057, top1_acc: 0.0841, top5_acc: 0.2241, loss_cls: 9.9964, loss: 9.9964 2025-08-04 08:14:36,010 - pyskl - INFO - Epoch [1][5300/7492] lr: 5.000e-02, eta: 7 days, 13:47:41, time: 0.580, data_time: 0.000, memory: 11057, top1_acc: 0.0712, top5_acc: 0.2122, loss_cls: 10.0701, loss: 10.0701 2025-08-04 08:15:34,638 - pyskl - INFO - Epoch [1][5400/7492] lr: 5.000e-02, eta: 7 days, 13:47:06, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.0731, top5_acc: 0.2091, loss_cls: 10.0734, loss: 10.0734 2025-08-04 08:16:33,152 - pyskl - INFO - Epoch [1][5500/7492] lr: 5.000e-02, eta: 7 days, 13:46:07, time: 0.585, data_time: 0.000, memory: 11057, top1_acc: 0.0822, top5_acc: 0.2291, loss_cls: 9.9912, loss: 9.9912 2025-08-04 08:17:31,184 - pyskl - INFO - Epoch [1][5600/7492] lr: 5.000e-02, eta: 7 days, 13:43:32, time: 0.580, data_time: 0.000, memory: 11057, top1_acc: 0.0756, top5_acc: 0.2256, loss_cls: 9.9481, loss: 9.9481 2025-08-04 08:18:29,887 - pyskl - INFO - Epoch [1][5700/7492] lr: 5.000e-02, eta: 7 days, 13:43:12, time: 0.587, data_time: 0.000, memory: 11057, top1_acc: 0.0822, top5_acc: 0.2275, loss_cls: 9.9264, loss: 9.9264 2025-08-04 08:19:28,543 - pyskl - INFO - Epoch [1][5800/7492] lr: 5.000e-02, eta: 7 days, 13:42:42, time: 0.587, data_time: 0.000, memory: 11057, top1_acc: 0.0841, top5_acc: 0.2291, loss_cls: 10.0094, loss: 10.0094 2025-08-04 08:20:27,175 - pyskl - INFO - Epoch [1][5900/7492] lr: 5.000e-02, eta: 7 days, 13:42:06, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.0850, top5_acc: 0.2272, loss_cls: 10.0112, loss: 10.0112 2025-08-04 08:21:25,923 - pyskl - INFO - Epoch [1][6000/7492] lr: 5.000e-02, eta: 7 days, 13:41:51, time: 0.587, data_time: 0.000, memory: 11057, top1_acc: 0.0866, top5_acc: 0.2441, loss_cls: 9.9003, loss: 9.9003 2025-08-04 08:22:24,161 - pyskl - INFO - Epoch [1][6100/7492] lr: 5.000e-02, eta: 7 days, 13:40:01, time: 0.582, data_time: 0.000, memory: 11057, top1_acc: 0.0925, top5_acc: 0.2347, loss_cls: 9.9466, loss: 9.9466 2025-08-04 08:23:22,741 - pyskl - INFO - Epoch [1][6200/7492] lr: 5.000e-02, eta: 7 days, 13:39:14, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.0994, top5_acc: 0.2503, loss_cls: 9.8286, loss: 9.8286 2025-08-04 08:24:20,436 - pyskl - INFO - Epoch [1][6300/7492] lr: 5.000e-02, eta: 7 days, 13:35:50, time: 0.577, data_time: 0.000, memory: 11057, top1_acc: 0.0856, top5_acc: 0.2347, loss_cls: 9.9440, loss: 9.9440 2025-08-04 08:25:18,697 - pyskl - INFO - Epoch [1][6400/7492] lr: 5.000e-02, eta: 7 days, 13:34:10, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0841, top5_acc: 0.2506, loss_cls: 9.9108, loss: 9.9108 2025-08-04 08:26:17,118 - pyskl - INFO - Epoch [1][6500/7492] lr: 5.000e-02, eta: 7 days, 13:32:58, time: 0.584, data_time: 0.000, memory: 11057, top1_acc: 0.0869, top5_acc: 0.2512, loss_cls: 9.8336, loss: 9.8336 2025-08-04 08:27:15,439 - pyskl - INFO - Epoch [1][6600/7492] lr: 5.000e-02, eta: 7 days, 13:31:30, time: 0.583, data_time: 0.000, memory: 11057, top1_acc: 0.0906, top5_acc: 0.2550, loss_cls: 9.8520, loss: 9.8520 2025-08-04 08:28:13,893 - pyskl - INFO - Epoch [1][6700/7492] lr: 5.000e-02, eta: 7 days, 13:30:25, time: 0.585, data_time: 0.000, memory: 11057, top1_acc: 0.0881, top5_acc: 0.2541, loss_cls: 9.8036, loss: 9.8036 2025-08-04 08:29:12,292 - pyskl - INFO - Epoch [1][6800/7492] lr: 5.000e-02, eta: 7 days, 13:29:11, time: 0.584, data_time: 0.000, memory: 11057, top1_acc: 0.1000, top5_acc: 0.2684, loss_cls: 9.7220, loss: 9.7220 2025-08-04 08:30:10,907 - pyskl - INFO - Epoch [1][6900/7492] lr: 5.000e-02, eta: 7 days, 13:28:32, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.0891, top5_acc: 0.2512, loss_cls: 9.8511, loss: 9.8511 2025-08-04 08:31:09,473 - pyskl - INFO - Epoch [1][7000/7492] lr: 5.000e-02, eta: 7 days, 13:27:45, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.0950, top5_acc: 0.2650, loss_cls: 9.7737, loss: 9.7737 2025-08-04 08:32:08,100 - pyskl - INFO - Epoch [1][7100/7492] lr: 5.000e-02, eta: 7 days, 13:27:07, time: 0.586, data_time: 0.000, memory: 11057, top1_acc: 0.1100, top5_acc: 0.2816, loss_cls: 9.7438, loss: 9.7438 2025-08-04 08:33:06,755 - pyskl - INFO - Epoch [1][7200/7492] lr: 4.999e-02, eta: 7 days, 13:26:33, time: 0.587, data_time: 0.000, memory: 11057, top1_acc: 0.1006, top5_acc: 0.2594, loss_cls: 9.7478, loss: 9.7478 2025-08-04 08:34:05,416 - pyskl - INFO - Epoch [1][7300/7492] lr: 4.999e-02, eta: 7 days, 13:25:59, time: 0.587, data_time: 0.000, memory: 11057, top1_acc: 0.0984, top5_acc: 0.2722, loss_cls: 9.6998, loss: 9.6998 2025-08-04 08:35:03,822 - pyskl - INFO - Epoch [1][7400/7492] lr: 4.999e-02, eta: 7 days, 13:24:47, time: 0.584, data_time: 0.000, memory: 11057, top1_acc: 0.1006, top5_acc: 0.2656, loss_cls: 9.7198, loss: 9.7198 2025-08-04 08:35:59,110 - pyskl - INFO - Saving checkpoint at 1 epochs 2025-08-04 08:36:50,594 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 08:36:51,254 - pyskl - INFO - top1_acc 0.0758 top5_acc 0.2242 2025-08-04 08:36:51,254 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 08:36:51,300 - pyskl - INFO - mean_acc 0.0758 2025-08-04 08:36:52,845 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_1.pth. 2025-08-04 08:36:52,846 - pyskl - INFO - Best top1_acc is 0.0758 at 1 epoch. 2025-08-04 08:36:52,860 - pyskl - INFO - Epoch(val) [1][617] top1_acc: 0.0758, top5_acc: 0.2242, mean_class_accuracy: 0.0758 2025-08-04 08:38:23,754 - pyskl - INFO - Epoch [2][100/7492] lr: 4.999e-02, eta: 7 days, 12:30:23, time: 0.909, data_time: 0.332, memory: 11061, top1_acc: 0.1013, top5_acc: 0.2800, loss_cls: 9.7342, loss: 9.7342 2025-08-04 08:39:21,347 - pyskl - INFO - Epoch [2][200/7492] lr: 4.999e-02, eta: 7 days, 12:27:54, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.0994, top5_acc: 0.2684, loss_cls: 9.7390, loss: 9.7390 2025-08-04 08:40:20,414 - pyskl - INFO - Epoch [2][300/7492] lr: 4.999e-02, eta: 7 days, 12:28:59, time: 0.591, data_time: 0.000, memory: 11061, top1_acc: 0.1087, top5_acc: 0.2903, loss_cls: 9.6903, loss: 9.6903 2025-08-04 08:41:18,722 - pyskl - INFO - Epoch [2][400/7492] lr: 4.999e-02, eta: 7 days, 12:28:13, time: 0.583, data_time: 0.000, memory: 11061, top1_acc: 0.1087, top5_acc: 0.2922, loss_cls: 9.6470, loss: 9.6470 2025-08-04 08:42:17,095 - pyskl - INFO - Epoch [2][500/7492] lr: 4.999e-02, eta: 7 days, 12:27:36, time: 0.584, data_time: 0.000, memory: 11061, top1_acc: 0.1056, top5_acc: 0.2863, loss_cls: 9.6951, loss: 9.6951 2025-08-04 08:43:14,964 - pyskl - INFO - Epoch [2][600/7492] lr: 4.999e-02, eta: 7 days, 12:25:48, time: 0.579, data_time: 0.000, memory: 11061, top1_acc: 0.1084, top5_acc: 0.2953, loss_cls: 9.5786, loss: 9.5786 2025-08-04 08:44:12,909 - pyskl - INFO - Epoch [2][700/7492] lr: 4.999e-02, eta: 7 days, 12:24:13, time: 0.579, data_time: 0.000, memory: 11061, top1_acc: 0.1159, top5_acc: 0.2947, loss_cls: 9.6325, loss: 9.6325 2025-08-04 08:45:10,316 - pyskl - INFO - Epoch [2][800/7492] lr: 4.999e-02, eta: 7 days, 12:21:26, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1006, top5_acc: 0.2812, loss_cls: 9.6816, loss: 9.6816 2025-08-04 08:46:08,454 - pyskl - INFO - Epoch [2][900/7492] lr: 4.999e-02, eta: 7 days, 12:20:18, time: 0.581, data_time: 0.000, memory: 11061, top1_acc: 0.1106, top5_acc: 0.3034, loss_cls: 9.5944, loss: 9.5944 2025-08-04 08:47:06,961 - pyskl - INFO - Epoch [2][1000/7492] lr: 4.999e-02, eta: 7 days, 12:20:00, time: 0.585, data_time: 0.000, memory: 11061, top1_acc: 0.1250, top5_acc: 0.2988, loss_cls: 9.5863, loss: 9.5863 2025-08-04 08:48:05,576 - pyskl - INFO - Epoch [2][1100/7492] lr: 4.999e-02, eta: 7 days, 12:19:54, time: 0.586, data_time: 0.000, memory: 11061, top1_acc: 0.1066, top5_acc: 0.2934, loss_cls: 9.6044, loss: 9.6044 2025-08-04 08:49:04,131 - pyskl - INFO - Epoch [2][1200/7492] lr: 4.999e-02, eta: 7 days, 12:19:40, time: 0.586, data_time: 0.000, memory: 11061, top1_acc: 0.1159, top5_acc: 0.3041, loss_cls: 9.5260, loss: 9.5260 2025-08-04 08:50:02,177 - pyskl - INFO - Epoch [2][1300/7492] lr: 4.999e-02, eta: 7 days, 12:18:20, time: 0.580, data_time: 0.000, memory: 11061, top1_acc: 0.1247, top5_acc: 0.3081, loss_cls: 9.4621, loss: 9.4621 2025-08-04 08:51:00,911 - pyskl - INFO - Epoch [2][1400/7492] lr: 4.999e-02, eta: 7 days, 12:18:27, time: 0.587, data_time: 0.000, memory: 11061, top1_acc: 0.1128, top5_acc: 0.2944, loss_cls: 9.5567, loss: 9.5567 2025-08-04 08:51:59,668 - pyskl - INFO - Epoch [2][1500/7492] lr: 4.999e-02, eta: 7 days, 12:18:35, time: 0.588, data_time: 0.000, memory: 11061, top1_acc: 0.1159, top5_acc: 0.3053, loss_cls: 9.6300, loss: 9.6300 2025-08-04 08:52:58,588 - pyskl - INFO - Epoch [2][1600/7492] lr: 4.999e-02, eta: 7 days, 12:19:02, time: 0.589, data_time: 0.000, memory: 11061, top1_acc: 0.1184, top5_acc: 0.3109, loss_cls: 9.4884, loss: 9.4884 2025-08-04 08:53:56,801 - pyskl - INFO - Epoch [2][1700/7492] lr: 4.999e-02, eta: 7 days, 12:18:01, time: 0.582, data_time: 0.000, memory: 11061, top1_acc: 0.1125, top5_acc: 0.2978, loss_cls: 9.5948, loss: 9.5948 2025-08-04 08:54:53,251 - pyskl - INFO - Epoch [2][1800/7492] lr: 4.999e-02, eta: 7 days, 12:13:28, time: 0.564, data_time: 0.000, memory: 11061, top1_acc: 0.1181, top5_acc: 0.2959, loss_cls: 9.5596, loss: 9.5596 2025-08-04 08:55:51,663 - pyskl - INFO - Epoch [2][1900/7492] lr: 4.999e-02, eta: 7 days, 12:12:54, time: 0.584, data_time: 0.000, memory: 11061, top1_acc: 0.1194, top5_acc: 0.2950, loss_cls: 9.5327, loss: 9.5327 2025-08-04 08:56:48,941 - pyskl - INFO - Epoch [2][2000/7492] lr: 4.999e-02, eta: 7 days, 12:10:05, time: 0.573, data_time: 0.000, memory: 11061, top1_acc: 0.1353, top5_acc: 0.3194, loss_cls: 9.4649, loss: 9.4649 2025-08-04 08:57:46,377 - pyskl - INFO - Epoch [2][2100/7492] lr: 4.999e-02, eta: 7 days, 12:07:37, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1253, top5_acc: 0.3219, loss_cls: 9.4535, loss: 9.4535 2025-08-04 08:58:43,315 - pyskl - INFO - Epoch [2][2200/7492] lr: 4.999e-02, eta: 7 days, 12:04:14, time: 0.569, data_time: 0.000, memory: 11061, top1_acc: 0.1228, top5_acc: 0.3228, loss_cls: 9.4037, loss: 9.4037 2025-08-04 08:59:40,412 - pyskl - INFO - Epoch [2][2300/7492] lr: 4.999e-02, eta: 7 days, 12:01:12, time: 0.571, data_time: 0.000, memory: 11061, top1_acc: 0.1194, top5_acc: 0.3113, loss_cls: 9.5515, loss: 9.5515 2025-08-04 09:00:39,228 - pyskl - INFO - Epoch [2][2400/7492] lr: 4.999e-02, eta: 7 days, 12:01:26, time: 0.588, data_time: 0.000, memory: 11061, top1_acc: 0.1200, top5_acc: 0.3119, loss_cls: 9.4683, loss: 9.4683 2025-08-04 09:01:36,658 - pyskl - INFO - Epoch [2][2500/7492] lr: 4.999e-02, eta: 7 days, 11:59:04, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1256, top5_acc: 0.3253, loss_cls: 9.5076, loss: 9.5076 2025-08-04 09:02:35,512 - pyskl - INFO - Epoch [2][2600/7492] lr: 4.999e-02, eta: 7 days, 11:59:20, time: 0.589, data_time: 0.000, memory: 11061, top1_acc: 0.1275, top5_acc: 0.3181, loss_cls: 9.4699, loss: 9.4699 2025-08-04 09:03:33,612 - pyskl - INFO - Epoch [2][2700/7492] lr: 4.999e-02, eta: 7 days, 11:58:13, time: 0.581, data_time: 0.000, memory: 11061, top1_acc: 0.1281, top5_acc: 0.3153, loss_cls: 9.4086, loss: 9.4086 2025-08-04 09:04:32,387 - pyskl - INFO - Epoch [2][2800/7492] lr: 4.999e-02, eta: 7 days, 11:58:20, time: 0.588, data_time: 0.000, memory: 11061, top1_acc: 0.1253, top5_acc: 0.3125, loss_cls: 9.4682, loss: 9.4682 2025-08-04 09:05:30,456 - pyskl - INFO - Epoch [2][2900/7492] lr: 4.999e-02, eta: 7 days, 11:57:09, time: 0.581, data_time: 0.000, memory: 11061, top1_acc: 0.1328, top5_acc: 0.3206, loss_cls: 9.4553, loss: 9.4553 2025-08-04 09:06:28,923 - pyskl - INFO - Epoch [2][3000/7492] lr: 4.999e-02, eta: 7 days, 11:56:40, time: 0.585, data_time: 0.000, memory: 11061, top1_acc: 0.1206, top5_acc: 0.3153, loss_cls: 9.4393, loss: 9.4393 2025-08-04 09:07:27,535 - pyskl - INFO - Epoch [2][3100/7492] lr: 4.999e-02, eta: 7 days, 11:56:27, time: 0.586, data_time: 0.000, memory: 11061, top1_acc: 0.1181, top5_acc: 0.3063, loss_cls: 9.4868, loss: 9.4868 2025-08-04 09:08:25,624 - pyskl - INFO - Epoch [2][3200/7492] lr: 4.999e-02, eta: 7 days, 11:55:18, time: 0.581, data_time: 0.000, memory: 11061, top1_acc: 0.1256, top5_acc: 0.3191, loss_cls: 9.4801, loss: 9.4801 2025-08-04 09:09:23,437 - pyskl - INFO - Epoch [2][3300/7492] lr: 4.999e-02, eta: 7 days, 11:53:41, time: 0.578, data_time: 0.000, memory: 11061, top1_acc: 0.1344, top5_acc: 0.3384, loss_cls: 9.3207, loss: 9.3207 2025-08-04 09:10:21,779 - pyskl - INFO - Epoch [2][3400/7492] lr: 4.999e-02, eta: 7 days, 11:52:58, time: 0.583, data_time: 0.000, memory: 11061, top1_acc: 0.1322, top5_acc: 0.3334, loss_cls: 9.3906, loss: 9.3906 2025-08-04 09:11:19,947 - pyskl - INFO - Epoch [2][3500/7492] lr: 4.999e-02, eta: 7 days, 11:51:57, time: 0.582, data_time: 0.000, memory: 11061, top1_acc: 0.1306, top5_acc: 0.3331, loss_cls: 9.3527, loss: 9.3527 2025-08-04 09:12:19,112 - pyskl - INFO - Epoch [2][3600/7492] lr: 4.999e-02, eta: 7 days, 11:52:36, time: 0.592, data_time: 0.000, memory: 11061, top1_acc: 0.1434, top5_acc: 0.3344, loss_cls: 9.3604, loss: 9.3604 2025-08-04 09:13:18,136 - pyskl - INFO - Epoch [2][3700/7492] lr: 4.999e-02, eta: 7 days, 11:53:00, time: 0.590, data_time: 0.000, memory: 11061, top1_acc: 0.1491, top5_acc: 0.3431, loss_cls: 9.3112, loss: 9.3112 2025-08-04 09:14:17,034 - pyskl - INFO - Epoch [2][3800/7492] lr: 4.999e-02, eta: 7 days, 11:53:10, time: 0.589, data_time: 0.000, memory: 11061, top1_acc: 0.1303, top5_acc: 0.3444, loss_cls: 9.3469, loss: 9.3469 2025-08-04 09:15:15,535 - pyskl - INFO - Epoch [2][3900/7492] lr: 4.999e-02, eta: 7 days, 11:52:42, time: 0.585, data_time: 0.000, memory: 11061, top1_acc: 0.1338, top5_acc: 0.3294, loss_cls: 9.4803, loss: 9.4803 2025-08-04 09:16:13,956 - pyskl - INFO - Epoch [2][4000/7492] lr: 4.999e-02, eta: 7 days, 11:52:04, time: 0.584, data_time: 0.000, memory: 11061, top1_acc: 0.1422, top5_acc: 0.3491, loss_cls: 9.2696, loss: 9.2696 2025-08-04 09:17:12,238 - pyskl - INFO - Epoch [2][4100/7492] lr: 4.999e-02, eta: 7 days, 11:51:12, time: 0.583, data_time: 0.000, memory: 11061, top1_acc: 0.1372, top5_acc: 0.3463, loss_cls: 9.2874, loss: 9.2874 2025-08-04 09:18:10,659 - pyskl - INFO - Epoch [2][4200/7492] lr: 4.999e-02, eta: 7 days, 11:50:34, time: 0.584, data_time: 0.000, memory: 11061, top1_acc: 0.1325, top5_acc: 0.3403, loss_cls: 9.3677, loss: 9.3677 2025-08-04 09:19:07,603 - pyskl - INFO - Epoch [2][4300/7492] lr: 4.999e-02, eta: 7 days, 11:47:35, time: 0.569, data_time: 0.000, memory: 11061, top1_acc: 0.1412, top5_acc: 0.3412, loss_cls: 9.3051, loss: 9.3051 2025-08-04 09:20:06,169 - pyskl - INFO - Epoch [2][4400/7492] lr: 4.999e-02, eta: 7 days, 11:47:10, time: 0.586, data_time: 0.000, memory: 11061, top1_acc: 0.1272, top5_acc: 0.3359, loss_cls: 9.3650, loss: 9.3650 2025-08-04 09:21:04,731 - pyskl - INFO - Epoch [2][4500/7492] lr: 4.999e-02, eta: 7 days, 11:46:45, time: 0.586, data_time: 0.000, memory: 11061, top1_acc: 0.1375, top5_acc: 0.3431, loss_cls: 9.2653, loss: 9.2653 2025-08-04 09:22:03,545 - pyskl - INFO - Epoch [2][4600/7492] lr: 4.999e-02, eta: 7 days, 11:46:42, time: 0.588, data_time: 0.000, memory: 11061, top1_acc: 0.1266, top5_acc: 0.3362, loss_cls: 9.2779, loss: 9.2779 2025-08-04 09:23:02,078 - pyskl - INFO - Epoch [2][4700/7492] lr: 4.999e-02, eta: 7 days, 11:46:13, time: 0.585, data_time: 0.000, memory: 11061, top1_acc: 0.1434, top5_acc: 0.3472, loss_cls: 9.2544, loss: 9.2544 2025-08-04 09:24:00,441 - pyskl - INFO - Epoch [2][4800/7492] lr: 4.999e-02, eta: 7 days, 11:45:27, time: 0.584, data_time: 0.000, memory: 11061, top1_acc: 0.1450, top5_acc: 0.3431, loss_cls: 9.2413, loss: 9.2413 2025-08-04 09:24:57,658 - pyskl - INFO - Epoch [2][4900/7492] lr: 4.999e-02, eta: 7 days, 11:42:59, time: 0.572, data_time: 0.000, memory: 11061, top1_acc: 0.1347, top5_acc: 0.3387, loss_cls: 9.2669, loss: 9.2669 2025-08-04 09:25:54,234 - pyskl - INFO - Epoch [2][5000/7492] lr: 4.998e-02, eta: 7 days, 11:39:35, time: 0.566, data_time: 0.000, memory: 11061, top1_acc: 0.1409, top5_acc: 0.3541, loss_cls: 9.2964, loss: 9.2964 2025-08-04 09:26:50,991 - pyskl - INFO - Epoch [2][5100/7492] lr: 4.998e-02, eta: 7 days, 11:36:29, time: 0.568, data_time: 0.000, memory: 11061, top1_acc: 0.1497, top5_acc: 0.3409, loss_cls: 9.2603, loss: 9.2603 2025-08-04 09:27:47,792 - pyskl - INFO - Epoch [2][5200/7492] lr: 4.998e-02, eta: 7 days, 11:33:30, time: 0.568, data_time: 0.000, memory: 11061, top1_acc: 0.1509, top5_acc: 0.3516, loss_cls: 9.2425, loss: 9.2425 2025-08-04 09:28:44,431 - pyskl - INFO - Epoch [2][5300/7492] lr: 4.998e-02, eta: 7 days, 11:30:18, time: 0.566, data_time: 0.000, memory: 11061, top1_acc: 0.1509, top5_acc: 0.3566, loss_cls: 9.1878, loss: 9.1878 2025-08-04 09:29:40,989 - pyskl - INFO - Epoch [2][5400/7492] lr: 4.998e-02, eta: 7 days, 11:27:01, time: 0.566, data_time: 0.000, memory: 11061, top1_acc: 0.1378, top5_acc: 0.3513, loss_cls: 9.2683, loss: 9.2683 2025-08-04 09:30:37,655 - pyskl - INFO - Epoch [2][5500/7492] lr: 4.998e-02, eta: 7 days, 11:23:56, time: 0.567, data_time: 0.000, memory: 11061, top1_acc: 0.1491, top5_acc: 0.3684, loss_cls: 9.2122, loss: 9.2122 2025-08-04 09:31:34,348 - pyskl - INFO - Epoch [2][5600/7492] lr: 4.998e-02, eta: 7 days, 11:20:55, time: 0.567, data_time: 0.000, memory: 11061, top1_acc: 0.1419, top5_acc: 0.3503, loss_cls: 9.2517, loss: 9.2517 2025-08-04 09:32:31,938 - pyskl - INFO - Epoch [2][5700/7492] lr: 4.998e-02, eta: 7 days, 11:19:11, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1462, top5_acc: 0.3450, loss_cls: 9.1860, loss: 9.1860 2025-08-04 09:33:30,409 - pyskl - INFO - Epoch [2][5800/7492] lr: 4.998e-02, eta: 7 days, 11:18:42, time: 0.585, data_time: 0.000, memory: 11061, top1_acc: 0.1516, top5_acc: 0.3503, loss_cls: 9.1778, loss: 9.1778 2025-08-04 09:34:29,137 - pyskl - INFO - Epoch [2][5900/7492] lr: 4.998e-02, eta: 7 days, 11:18:33, time: 0.587, data_time: 0.000, memory: 11061, top1_acc: 0.1394, top5_acc: 0.3550, loss_cls: 9.2541, loss: 9.2541 2025-08-04 09:35:27,811 - pyskl - INFO - Epoch [2][6000/7492] lr: 4.998e-02, eta: 7 days, 11:18:20, time: 0.587, data_time: 0.000, memory: 11061, top1_acc: 0.1478, top5_acc: 0.3591, loss_cls: 9.2039, loss: 9.2039 2025-08-04 09:36:25,624 - pyskl - INFO - Epoch [2][6100/7492] lr: 4.998e-02, eta: 7 days, 11:16:55, time: 0.578, data_time: 0.000, memory: 11061, top1_acc: 0.1522, top5_acc: 0.3616, loss_cls: 9.1728, loss: 9.1728 2025-08-04 09:37:24,287 - pyskl - INFO - Epoch [2][6200/7492] lr: 4.998e-02, eta: 7 days, 11:16:40, time: 0.587, data_time: 0.000, memory: 11061, top1_acc: 0.1531, top5_acc: 0.3666, loss_cls: 9.1889, loss: 9.1889 2025-08-04 09:38:23,220 - pyskl - INFO - Epoch [2][6300/7492] lr: 4.998e-02, eta: 7 days, 11:16:45, time: 0.589, data_time: 0.000, memory: 11061, top1_acc: 0.1578, top5_acc: 0.3578, loss_cls: 9.2062, loss: 9.2062 2025-08-04 09:39:20,667 - pyskl - INFO - Epoch [2][6400/7492] lr: 4.998e-02, eta: 7 days, 11:14:51, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1441, top5_acc: 0.3569, loss_cls: 9.2351, loss: 9.2351 2025-08-04 09:40:18,829 - pyskl - INFO - Epoch [2][6500/7492] lr: 4.998e-02, eta: 7 days, 11:13:55, time: 0.582, data_time: 0.000, memory: 11061, top1_acc: 0.1534, top5_acc: 0.3494, loss_cls: 9.1765, loss: 9.1765 2025-08-04 09:41:16,554 - pyskl - INFO - Epoch [2][6600/7492] lr: 4.998e-02, eta: 7 days, 11:12:24, time: 0.577, data_time: 0.000, memory: 11061, top1_acc: 0.1525, top5_acc: 0.3644, loss_cls: 9.1731, loss: 9.1731 2025-08-04 09:42:15,329 - pyskl - INFO - Epoch [2][6700/7492] lr: 4.998e-02, eta: 7 days, 11:12:16, time: 0.588, data_time: 0.000, memory: 11061, top1_acc: 0.1481, top5_acc: 0.3656, loss_cls: 9.2143, loss: 9.2143 2025-08-04 09:43:14,057 - pyskl - INFO - Epoch [2][6800/7492] lr: 4.998e-02, eta: 7 days, 11:12:03, time: 0.587, data_time: 0.000, memory: 11061, top1_acc: 0.1619, top5_acc: 0.3691, loss_cls: 9.1952, loss: 9.1952 2025-08-04 09:44:12,849 - pyskl - INFO - Epoch [2][6900/7492] lr: 4.998e-02, eta: 7 days, 11:11:55, time: 0.588, data_time: 0.000, memory: 11061, top1_acc: 0.1594, top5_acc: 0.3719, loss_cls: 9.0921, loss: 9.0921 2025-08-04 09:45:11,352 - pyskl - INFO - Epoch [2][7000/7492] lr: 4.998e-02, eta: 7 days, 11:11:24, time: 0.585, data_time: 0.000, memory: 11061, top1_acc: 0.1644, top5_acc: 0.3700, loss_cls: 9.1026, loss: 9.1026 2025-08-04 09:46:09,899 - pyskl - INFO - Epoch [2][7100/7492] lr: 4.998e-02, eta: 7 days, 11:10:56, time: 0.585, data_time: 0.000, memory: 11061, top1_acc: 0.1562, top5_acc: 0.3722, loss_cls: 9.0732, loss: 9.0732 2025-08-04 09:47:07,800 - pyskl - INFO - Epoch [2][7200/7492] lr: 4.998e-02, eta: 7 days, 11:09:38, time: 0.579, data_time: 0.000, memory: 11061, top1_acc: 0.1675, top5_acc: 0.3738, loss_cls: 9.1020, loss: 9.1020 2025-08-04 09:48:04,843 - pyskl - INFO - Epoch [2][7300/7492] lr: 4.998e-02, eta: 7 days, 11:07:17, time: 0.570, data_time: 0.000, memory: 11061, top1_acc: 0.1481, top5_acc: 0.3541, loss_cls: 9.1922, loss: 9.1922 2025-08-04 09:49:01,713 - pyskl - INFO - Epoch [2][7400/7492] lr: 4.998e-02, eta: 7 days, 11:04:43, time: 0.569, data_time: 0.000, memory: 11061, top1_acc: 0.1606, top5_acc: 0.3594, loss_cls: 9.0935, loss: 9.0935 2025-08-04 09:49:56,004 - pyskl - INFO - Saving checkpoint at 2 epochs 2025-08-04 09:50:47,719 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 09:50:48,380 - pyskl - INFO - top1_acc 0.1099 top5_acc 0.2905 2025-08-04 09:50:48,380 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 09:50:48,427 - pyskl - INFO - mean_acc 0.1100 2025-08-04 09:50:48,489 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_1.pth was removed 2025-08-04 09:50:50,063 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_2.pth. 2025-08-04 09:50:50,065 - pyskl - INFO - Best top1_acc is 0.1099 at 2 epoch. 2025-08-04 09:50:50,081 - pyskl - INFO - Epoch(val) [2][617] top1_acc: 0.1099, top5_acc: 0.2905, mean_class_accuracy: 0.1100 2025-08-04 09:52:23,397 - pyskl - INFO - Epoch [3][100/7492] lr: 4.998e-02, eta: 7 days, 10:40:25, time: 0.933, data_time: 0.337, memory: 11061, top1_acc: 0.1541, top5_acc: 0.3597, loss_cls: 9.1690, loss: 9.1690 2025-08-04 09:53:21,109 - pyskl - INFO - Epoch [3][200/7492] lr: 4.998e-02, eta: 7 days, 10:39:05, time: 0.577, data_time: 0.000, memory: 11061, top1_acc: 0.1588, top5_acc: 0.3775, loss_cls: 9.0602, loss: 9.0602 2025-08-04 09:54:18,013 - pyskl - INFO - Epoch [3][300/7492] lr: 4.998e-02, eta: 7 days, 10:36:47, time: 0.569, data_time: 0.000, memory: 11061, top1_acc: 0.1631, top5_acc: 0.3716, loss_cls: 9.0282, loss: 9.0282 2025-08-04 09:55:14,598 - pyskl - INFO - Epoch [3][400/7492] lr: 4.998e-02, eta: 7 days, 10:34:06, time: 0.566, data_time: 0.000, memory: 11061, top1_acc: 0.1663, top5_acc: 0.3781, loss_cls: 9.0731, loss: 9.0731 2025-08-04 09:56:11,880 - pyskl - INFO - Epoch [3][500/7492] lr: 4.998e-02, eta: 7 days, 10:32:17, time: 0.573, data_time: 0.000, memory: 11061, top1_acc: 0.1588, top5_acc: 0.3713, loss_cls: 9.0720, loss: 9.0720 2025-08-04 09:57:10,119 - pyskl - INFO - Epoch [3][600/7492] lr: 4.998e-02, eta: 7 days, 10:31:36, time: 0.582, data_time: 0.000, memory: 11061, top1_acc: 0.1562, top5_acc: 0.3722, loss_cls: 9.1973, loss: 9.1973 2025-08-04 09:58:08,344 - pyskl - INFO - Epoch [3][700/7492] lr: 4.998e-02, eta: 7 days, 10:30:55, time: 0.582, data_time: 0.000, memory: 11061, top1_acc: 0.1578, top5_acc: 0.3694, loss_cls: 9.1104, loss: 9.1104 2025-08-04 09:59:05,750 - pyskl - INFO - Epoch [3][800/7492] lr: 4.998e-02, eta: 7 days, 10:29:15, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1559, top5_acc: 0.3822, loss_cls: 9.1280, loss: 9.1280 2025-08-04 10:00:02,539 - pyskl - INFO - Epoch [3][900/7492] lr: 4.998e-02, eta: 7 days, 10:26:53, time: 0.568, data_time: 0.000, memory: 11061, top1_acc: 0.1613, top5_acc: 0.3762, loss_cls: 9.0360, loss: 9.0360 2025-08-04 10:00:59,436 - pyskl - INFO - Epoch [3][1000/7492] lr: 4.998e-02, eta: 7 days, 10:24:40, time: 0.569, data_time: 0.000, memory: 11061, top1_acc: 0.1500, top5_acc: 0.3619, loss_cls: 9.1285, loss: 9.1285 2025-08-04 10:01:57,227 - pyskl - INFO - Epoch [3][1100/7492] lr: 4.997e-02, eta: 7 days, 10:23:29, time: 0.578, data_time: 0.000, memory: 11061, top1_acc: 0.1672, top5_acc: 0.3772, loss_cls: 9.1190, loss: 9.1190 2025-08-04 10:02:54,621 - pyskl - INFO - Epoch [3][1200/7492] lr: 4.997e-02, eta: 7 days, 10:21:51, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1628, top5_acc: 0.3806, loss_cls: 8.9818, loss: 8.9818 2025-08-04 10:03:51,318 - pyskl - INFO - Epoch [3][1300/7492] lr: 4.997e-02, eta: 7 days, 10:19:26, time: 0.567, data_time: 0.000, memory: 11061, top1_acc: 0.1625, top5_acc: 0.3825, loss_cls: 9.0839, loss: 9.0839 2025-08-04 10:04:48,764 - pyskl - INFO - Epoch [3][1400/7492] lr: 4.997e-02, eta: 7 days, 10:17:53, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1466, top5_acc: 0.3609, loss_cls: 9.0909, loss: 9.0909 2025-08-04 10:05:45,915 - pyskl - INFO - Epoch [3][1500/7492] lr: 4.997e-02, eta: 7 days, 10:16:01, time: 0.571, data_time: 0.000, memory: 11061, top1_acc: 0.1575, top5_acc: 0.3803, loss_cls: 9.0653, loss: 9.0653 2025-08-04 10:06:42,742 - pyskl - INFO - Epoch [3][1600/7492] lr: 4.997e-02, eta: 7 days, 10:13:47, time: 0.568, data_time: 0.000, memory: 11061, top1_acc: 0.1684, top5_acc: 0.3922, loss_cls: 8.9999, loss: 8.9999 2025-08-04 10:07:40,294 - pyskl - INFO - Epoch [3][1700/7492] lr: 4.997e-02, eta: 7 days, 10:12:23, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1575, top5_acc: 0.3713, loss_cls: 9.0609, loss: 9.0609 2025-08-04 10:08:36,757 - pyskl - INFO - Epoch [3][1800/7492] lr: 4.997e-02, eta: 7 days, 10:09:47, time: 0.565, data_time: 0.000, memory: 11061, top1_acc: 0.1675, top5_acc: 0.3725, loss_cls: 9.0765, loss: 9.0765 2025-08-04 10:09:34,359 - pyskl - INFO - Epoch [3][1900/7492] lr: 4.997e-02, eta: 7 days, 10:08:27, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1625, top5_acc: 0.3809, loss_cls: 9.0645, loss: 9.0645 2025-08-04 10:10:31,897 - pyskl - INFO - Epoch [3][2000/7492] lr: 4.997e-02, eta: 7 days, 10:07:03, time: 0.575, data_time: 0.000, memory: 11061, top1_acc: 0.1638, top5_acc: 0.3878, loss_cls: 8.9505, loss: 8.9505 2025-08-04 10:11:28,465 - pyskl - INFO - Epoch [3][2100/7492] lr: 4.997e-02, eta: 7 days, 10:04:37, time: 0.566, data_time: 0.000, memory: 11061, top1_acc: 0.1822, top5_acc: 0.3931, loss_cls: 8.9673, loss: 8.9673 2025-08-04 10:12:24,925 - pyskl - INFO - Epoch [3][2200/7492] lr: 4.997e-02, eta: 7 days, 10:02:04, time: 0.565, data_time: 0.000, memory: 11061, top1_acc: 0.1650, top5_acc: 0.3825, loss_cls: 9.0445, loss: 9.0445 2025-08-04 10:13:21,598 - pyskl - INFO - Epoch [3][2300/7492] lr: 4.997e-02, eta: 7 days, 9:59:47, time: 0.567, data_time: 0.000, memory: 11061, top1_acc: 0.1616, top5_acc: 0.3819, loss_cls: 8.9466, loss: 8.9466 2025-08-04 10:14:18,051 - pyskl - INFO - Epoch [3][2400/7492] lr: 4.997e-02, eta: 7 days, 9:57:16, time: 0.565, data_time: 0.000, memory: 11061, top1_acc: 0.1716, top5_acc: 0.3844, loss_cls: 9.0480, loss: 9.0480 2025-08-04 10:15:15,738 - pyskl - INFO - Epoch [3][2500/7492] lr: 4.997e-02, eta: 7 days, 9:56:04, time: 0.577, data_time: 0.000, memory: 11061, top1_acc: 0.1631, top5_acc: 0.3794, loss_cls: 9.0910, loss: 9.0910 2025-08-04 10:16:14,609 - pyskl - INFO - Epoch [3][2600/7492] lr: 4.997e-02, eta: 7 days, 9:56:08, time: 0.589, data_time: 0.000, memory: 11061, top1_acc: 0.1722, top5_acc: 0.3872, loss_cls: 8.9217, loss: 8.9217 2025-08-04 10:17:12,802 - pyskl - INFO - Epoch [3][2700/7492] lr: 4.997e-02, eta: 7 days, 9:55:28, time: 0.582, data_time: 0.000, memory: 11061, top1_acc: 0.1609, top5_acc: 0.3688, loss_cls: 9.0981, loss: 9.0981 2025-08-04 10:18:10,576 - pyskl - INFO - Epoch [3][2800/7492] lr: 4.997e-02, eta: 7 days, 9:54:21, time: 0.578, data_time: 0.000, memory: 11061, top1_acc: 0.1762, top5_acc: 0.3947, loss_cls: 8.9483, loss: 8.9483 2025-08-04 10:19:08,445 - pyskl - INFO - Epoch [3][2900/7492] lr: 4.997e-02, eta: 7 days, 9:53:21, time: 0.579, data_time: 0.000, memory: 11061, top1_acc: 0.1734, top5_acc: 0.3997, loss_cls: 8.9984, loss: 8.9984 2025-08-04 10:20:05,675 - pyskl - INFO - Epoch [3][3000/7492] lr: 4.997e-02, eta: 7 days, 9:51:41, time: 0.572, data_time: 0.000, memory: 11061, top1_acc: 0.1747, top5_acc: 0.3941, loss_cls: 8.9607, loss: 8.9607 2025-08-04 10:21:02,190 - pyskl - INFO - Epoch [3][3100/7492] lr: 4.997e-02, eta: 7 days, 9:49:19, time: 0.565, data_time: 0.000, memory: 11061, top1_acc: 0.1734, top5_acc: 0.3828, loss_cls: 9.0410, loss: 9.0410 2025-08-04 10:21:59,403 - pyskl - INFO - Epoch [3][3200/7492] lr: 4.997e-02, eta: 7 days, 9:47:39, time: 0.572, data_time: 0.000, memory: 11061, top1_acc: 0.1644, top5_acc: 0.3819, loss_cls: 9.0820, loss: 9.0820 2025-08-04 10:22:56,362 - pyskl - INFO - Epoch [3][3300/7492] lr: 4.997e-02, eta: 7 days, 9:45:45, time: 0.570, data_time: 0.000, memory: 11061, top1_acc: 0.1725, top5_acc: 0.3934, loss_cls: 9.0329, loss: 9.0329 2025-08-04 10:23:52,568 - pyskl - INFO - Epoch [3][3400/7492] lr: 4.997e-02, eta: 7 days, 9:43:06, time: 0.562, data_time: 0.000, memory: 11061, top1_acc: 0.1734, top5_acc: 0.3841, loss_cls: 9.0436, loss: 9.0436 2025-08-04 10:24:48,953 - pyskl - INFO - Epoch [3][3500/7492] lr: 4.997e-02, eta: 7 days, 9:40:39, time: 0.564, data_time: 0.000, memory: 11061, top1_acc: 0.1713, top5_acc: 0.3772, loss_cls: 9.0832, loss: 9.0832 2025-08-04 10:25:46,505 - pyskl - INFO - Epoch [3][3600/7492] lr: 4.997e-02, eta: 7 days, 9:39:22, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1753, top5_acc: 0.3959, loss_cls: 8.9674, loss: 8.9674 2025-08-04 10:26:44,084 - pyskl - INFO - Epoch [3][3700/7492] lr: 4.997e-02, eta: 7 days, 9:38:07, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1672, top5_acc: 0.3856, loss_cls: 8.9638, loss: 8.9638 2025-08-04 10:27:41,679 - pyskl - INFO - Epoch [3][3800/7492] lr: 4.997e-02, eta: 7 days, 9:36:53, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1766, top5_acc: 0.3972, loss_cls: 8.8968, loss: 8.8968 2025-08-04 10:28:39,315 - pyskl - INFO - Epoch [3][3900/7492] lr: 4.997e-02, eta: 7 days, 9:35:42, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1719, top5_acc: 0.3991, loss_cls: 8.9519, loss: 8.9519 2025-08-04 10:29:36,742 - pyskl - INFO - Epoch [3][4000/7492] lr: 4.996e-02, eta: 7 days, 9:34:18, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1697, top5_acc: 0.3969, loss_cls: 8.9045, loss: 8.9045 2025-08-04 10:30:34,433 - pyskl - INFO - Epoch [3][4100/7492] lr: 4.996e-02, eta: 7 days, 9:33:11, time: 0.577, data_time: 0.000, memory: 11061, top1_acc: 0.1781, top5_acc: 0.3925, loss_cls: 8.9294, loss: 8.9294 2025-08-04 10:31:31,555 - pyskl - INFO - Epoch [3][4200/7492] lr: 4.996e-02, eta: 7 days, 9:31:30, time: 0.571, data_time: 0.000, memory: 11061, top1_acc: 0.1778, top5_acc: 0.4044, loss_cls: 8.9653, loss: 8.9653 2025-08-04 10:32:29,141 - pyskl - INFO - Epoch [3][4300/7492] lr: 4.996e-02, eta: 7 days, 9:30:17, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1734, top5_acc: 0.3987, loss_cls: 8.9484, loss: 8.9484 2025-08-04 10:33:26,281 - pyskl - INFO - Epoch [3][4400/7492] lr: 4.996e-02, eta: 7 days, 9:28:38, time: 0.571, data_time: 0.000, memory: 11061, top1_acc: 0.1762, top5_acc: 0.3950, loss_cls: 8.9589, loss: 8.9589 2025-08-04 10:34:23,972 - pyskl - INFO - Epoch [3][4500/7492] lr: 4.996e-02, eta: 7 days, 9:27:31, time: 0.577, data_time: 0.000, memory: 11061, top1_acc: 0.1641, top5_acc: 0.3797, loss_cls: 9.0361, loss: 9.0361 2025-08-04 10:35:21,985 - pyskl - INFO - Epoch [3][4600/7492] lr: 4.996e-02, eta: 7 days, 9:26:43, time: 0.580, data_time: 0.000, memory: 11061, top1_acc: 0.1681, top5_acc: 0.3812, loss_cls: 9.0170, loss: 9.0170 2025-08-04 10:36:19,418 - pyskl - INFO - Epoch [3][4700/7492] lr: 4.996e-02, eta: 7 days, 9:25:21, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1672, top5_acc: 0.3912, loss_cls: 9.0328, loss: 9.0328 2025-08-04 10:37:16,730 - pyskl - INFO - Epoch [3][4800/7492] lr: 4.996e-02, eta: 7 days, 9:23:53, time: 0.573, data_time: 0.000, memory: 11061, top1_acc: 0.1775, top5_acc: 0.4019, loss_cls: 8.9282, loss: 8.9282 2025-08-04 10:38:14,888 - pyskl - INFO - Epoch [3][4900/7492] lr: 4.996e-02, eta: 7 days, 9:23:13, time: 0.582, data_time: 0.000, memory: 11061, top1_acc: 0.1897, top5_acc: 0.4041, loss_cls: 8.8544, loss: 8.8544 2025-08-04 10:39:13,085 - pyskl - INFO - Epoch [3][5000/7492] lr: 4.996e-02, eta: 7 days, 9:22:34, time: 0.582, data_time: 0.000, memory: 11061, top1_acc: 0.1737, top5_acc: 0.3959, loss_cls: 8.9022, loss: 8.9022 2025-08-04 10:40:10,421 - pyskl - INFO - Epoch [3][5100/7492] lr: 4.996e-02, eta: 7 days, 9:21:08, time: 0.573, data_time: 0.000, memory: 11061, top1_acc: 0.1719, top5_acc: 0.3997, loss_cls: 8.9238, loss: 8.9238 2025-08-04 10:41:08,061 - pyskl - INFO - Epoch [3][5200/7492] lr: 4.996e-02, eta: 7 days, 9:19:59, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1688, top5_acc: 0.3859, loss_cls: 8.9824, loss: 8.9824 2025-08-04 10:42:05,560 - pyskl - INFO - Epoch [3][5300/7492] lr: 4.996e-02, eta: 7 days, 9:18:42, time: 0.575, data_time: 0.000, memory: 11061, top1_acc: 0.1853, top5_acc: 0.4091, loss_cls: 8.8527, loss: 8.8527 2025-08-04 10:43:03,094 - pyskl - INFO - Epoch [3][5400/7492] lr: 4.996e-02, eta: 7 days, 9:17:27, time: 0.575, data_time: 0.000, memory: 11061, top1_acc: 0.1862, top5_acc: 0.3956, loss_cls: 8.8334, loss: 8.8334 2025-08-04 10:44:00,037 - pyskl - INFO - Epoch [3][5500/7492] lr: 4.996e-02, eta: 7 days, 9:15:41, time: 0.569, data_time: 0.000, memory: 11061, top1_acc: 0.1691, top5_acc: 0.3872, loss_cls: 9.0334, loss: 9.0334 2025-08-04 10:44:57,802 - pyskl - INFO - Epoch [3][5600/7492] lr: 4.996e-02, eta: 7 days, 9:14:39, time: 0.578, data_time: 0.000, memory: 11061, top1_acc: 0.1750, top5_acc: 0.4016, loss_cls: 8.8490, loss: 8.8490 2025-08-04 10:45:55,220 - pyskl - INFO - Epoch [3][5700/7492] lr: 4.996e-02, eta: 7 days, 9:13:19, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1766, top5_acc: 0.4037, loss_cls: 8.9190, loss: 8.9190 2025-08-04 10:46:52,985 - pyskl - INFO - Epoch [3][5800/7492] lr: 4.996e-02, eta: 7 days, 9:12:17, time: 0.578, data_time: 0.000, memory: 11061, top1_acc: 0.1875, top5_acc: 0.4091, loss_cls: 8.7442, loss: 8.7442 2025-08-04 10:47:51,497 - pyskl - INFO - Epoch [3][5900/7492] lr: 4.996e-02, eta: 7 days, 9:11:55, time: 0.585, data_time: 0.000, memory: 11061, top1_acc: 0.1806, top5_acc: 0.3997, loss_cls: 8.9410, loss: 8.9410 2025-08-04 10:48:50,034 - pyskl - INFO - Epoch [3][6000/7492] lr: 4.996e-02, eta: 7 days, 9:11:34, time: 0.585, data_time: 0.000, memory: 11061, top1_acc: 0.1812, top5_acc: 0.4066, loss_cls: 8.9076, loss: 8.9076 2025-08-04 10:49:48,703 - pyskl - INFO - Epoch [3][6100/7492] lr: 4.996e-02, eta: 7 days, 9:11:19, time: 0.587, data_time: 0.000, memory: 11061, top1_acc: 0.1938, top5_acc: 0.4150, loss_cls: 8.8362, loss: 8.8362 2025-08-04 10:50:46,809 - pyskl - INFO - Epoch [3][6200/7492] lr: 4.996e-02, eta: 7 days, 9:10:35, time: 0.581, data_time: 0.000, memory: 11061, top1_acc: 0.1756, top5_acc: 0.4072, loss_cls: 8.8993, loss: 8.8993 2025-08-04 10:51:45,492 - pyskl - INFO - Epoch [3][6300/7492] lr: 4.996e-02, eta: 7 days, 9:10:20, time: 0.587, data_time: 0.000, memory: 11061, top1_acc: 0.1766, top5_acc: 0.3984, loss_cls: 8.8702, loss: 8.8702 2025-08-04 10:52:43,790 - pyskl - INFO - Epoch [3][6400/7492] lr: 4.996e-02, eta: 7 days, 9:09:45, time: 0.583, data_time: 0.000, memory: 11061, top1_acc: 0.1794, top5_acc: 0.4037, loss_cls: 8.9506, loss: 8.9506 2025-08-04 10:53:40,278 - pyskl - INFO - Epoch [3][6500/7492] lr: 4.995e-02, eta: 7 days, 9:07:37, time: 0.565, data_time: 0.000, memory: 11061, top1_acc: 0.1794, top5_acc: 0.3903, loss_cls: 8.9445, loss: 8.9445 2025-08-04 10:54:37,882 - pyskl - INFO - Epoch [3][6600/7492] lr: 4.995e-02, eta: 7 days, 9:06:27, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1688, top5_acc: 0.3975, loss_cls: 8.8938, loss: 8.8938 2025-08-04 10:55:35,076 - pyskl - INFO - Epoch [3][6700/7492] lr: 4.995e-02, eta: 7 days, 9:04:56, time: 0.572, data_time: 0.000, memory: 11061, top1_acc: 0.1784, top5_acc: 0.3847, loss_cls: 8.9606, loss: 8.9606 2025-08-04 10:56:32,472 - pyskl - INFO - Epoch [3][6800/7492] lr: 4.995e-02, eta: 7 days, 9:03:36, time: 0.574, data_time: 0.000, memory: 11061, top1_acc: 0.1900, top5_acc: 0.4084, loss_cls: 8.8993, loss: 8.8993 2025-08-04 10:57:30,221 - pyskl - INFO - Epoch [3][6900/7492] lr: 4.995e-02, eta: 7 days, 9:02:33, time: 0.577, data_time: 0.000, memory: 11061, top1_acc: 0.1866, top5_acc: 0.3969, loss_cls: 8.9339, loss: 8.9339 2025-08-04 10:58:27,298 - pyskl - INFO - Epoch [3][7000/7492] lr: 4.995e-02, eta: 7 days, 9:00:57, time: 0.571, data_time: 0.000, memory: 11061, top1_acc: 0.1906, top5_acc: 0.4125, loss_cls: 8.8029, loss: 8.8029 2025-08-04 10:59:24,854 - pyskl - INFO - Epoch [3][7100/7492] lr: 4.995e-02, eta: 7 days, 8:59:45, time: 0.576, data_time: 0.000, memory: 11061, top1_acc: 0.1869, top5_acc: 0.4053, loss_cls: 8.8553, loss: 8.8553 2025-08-04 11:00:23,530 - pyskl - INFO - Epoch [3][7200/7492] lr: 4.995e-02, eta: 7 days, 8:59:29, time: 0.587, data_time: 0.000, memory: 11061, top1_acc: 0.1769, top5_acc: 0.4141, loss_cls: 8.9164, loss: 8.9164 2025-08-04 11:01:21,810 - pyskl - INFO - Epoch [3][7300/7492] lr: 4.995e-02, eta: 7 days, 8:58:53, time: 0.583, data_time: 0.000, memory: 11061, top1_acc: 0.1916, top5_acc: 0.4203, loss_cls: 8.8308, loss: 8.8308 2025-08-04 11:02:20,258 - pyskl - INFO - Epoch [3][7400/7492] lr: 4.995e-02, eta: 7 days, 8:58:25, time: 0.584, data_time: 0.000, memory: 11061, top1_acc: 0.1837, top5_acc: 0.3984, loss_cls: 8.8523, loss: 8.8523 2025-08-04 11:03:15,346 - pyskl - INFO - Saving checkpoint at 3 epochs 2025-08-04 11:04:04,391 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 11:04:05,060 - pyskl - INFO - top1_acc 0.1278 top5_acc 0.3305 2025-08-04 11:04:05,060 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 11:04:05,107 - pyskl - INFO - mean_acc 0.1278 2025-08-04 11:04:05,175 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_2.pth was removed 2025-08-04 11:04:06,750 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_3.pth. 2025-08-04 11:04:06,751 - pyskl - INFO - Best top1_acc is 0.1278 at 3 epoch. 2025-08-04 11:04:06,767 - pyskl - INFO - Epoch(val) [3][617] top1_acc: 0.1278, top5_acc: 0.3305, mean_class_accuracy: 0.1278 2025-08-04 11:05:37,568 - pyskl - INFO - Epoch [4][100/7492] lr: 4.995e-02, eta: 7 days, 8:40:05, time: 0.908, data_time: 0.330, memory: 11062, top1_acc: 0.1884, top5_acc: 0.4059, loss_cls: 8.8323, loss: 8.8323 2025-08-04 11:06:35,282 - pyskl - INFO - Epoch [4][200/7492] lr: 4.995e-02, eta: 7 days, 8:39:05, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.1969, top5_acc: 0.4163, loss_cls: 8.8471, loss: 8.8471 2025-08-04 11:07:32,092 - pyskl - INFO - Epoch [4][300/7492] lr: 4.995e-02, eta: 7 days, 8:37:22, time: 0.568, data_time: 0.000, memory: 11062, top1_acc: 0.1875, top5_acc: 0.4159, loss_cls: 8.7847, loss: 8.7847 2025-08-04 11:08:29,936 - pyskl - INFO - Epoch [4][400/7492] lr: 4.995e-02, eta: 7 days, 8:36:29, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.1759, top5_acc: 0.3987, loss_cls: 8.8222, loss: 8.8222 2025-08-04 11:09:28,584 - pyskl - INFO - Epoch [4][500/7492] lr: 4.995e-02, eta: 7 days, 8:36:14, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.1856, top5_acc: 0.4100, loss_cls: 8.8334, loss: 8.8334 2025-08-04 11:10:26,759 - pyskl - INFO - Epoch [4][600/7492] lr: 4.995e-02, eta: 7 days, 8:35:36, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.1803, top5_acc: 0.3950, loss_cls: 8.8958, loss: 8.8958 2025-08-04 11:11:24,515 - pyskl - INFO - Epoch [4][700/7492] lr: 4.995e-02, eta: 7 days, 8:34:38, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2025, top5_acc: 0.4159, loss_cls: 8.8492, loss: 8.8492 2025-08-04 11:12:23,020 - pyskl - INFO - Epoch [4][800/7492] lr: 4.995e-02, eta: 7 days, 8:34:16, time: 0.585, data_time: 0.000, memory: 11062, top1_acc: 0.1894, top5_acc: 0.4238, loss_cls: 8.8039, loss: 8.8039 2025-08-04 11:13:21,702 - pyskl - INFO - Epoch [4][900/7492] lr: 4.995e-02, eta: 7 days, 8:34:01, time: 0.587, data_time: 0.000, memory: 11062, top1_acc: 0.2016, top5_acc: 0.4275, loss_cls: 8.7692, loss: 8.7692 2025-08-04 11:14:20,434 - pyskl - INFO - Epoch [4][1000/7492] lr: 4.995e-02, eta: 7 days, 8:33:49, time: 0.587, data_time: 0.000, memory: 11062, top1_acc: 0.1881, top5_acc: 0.4088, loss_cls: 8.8497, loss: 8.8497 2025-08-04 11:15:18,578 - pyskl - INFO - Epoch [4][1100/7492] lr: 4.995e-02, eta: 7 days, 8:33:09, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.1825, top5_acc: 0.4078, loss_cls: 8.8389, loss: 8.8389 2025-08-04 11:16:16,263 - pyskl - INFO - Epoch [4][1200/7492] lr: 4.995e-02, eta: 7 days, 8:32:07, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.1991, top5_acc: 0.4247, loss_cls: 8.7746, loss: 8.7746 2025-08-04 11:17:13,391 - pyskl - INFO - Epoch [4][1300/7492] lr: 4.994e-02, eta: 7 days, 8:30:40, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.1853, top5_acc: 0.4066, loss_cls: 8.8643, loss: 8.8643 2025-08-04 11:18:11,716 - pyskl - INFO - Epoch [4][1400/7492] lr: 4.994e-02, eta: 7 days, 8:30:08, time: 0.583, data_time: 0.000, memory: 11062, top1_acc: 0.1919, top5_acc: 0.4147, loss_cls: 8.7905, loss: 8.7905 2025-08-04 11:19:09,874 - pyskl - INFO - Epoch [4][1500/7492] lr: 4.994e-02, eta: 7 days, 8:29:28, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.1906, top5_acc: 0.4147, loss_cls: 8.8221, loss: 8.8221 2025-08-04 11:20:08,648 - pyskl - INFO - Epoch [4][1600/7492] lr: 4.994e-02, eta: 7 days, 8:29:16, time: 0.588, data_time: 0.000, memory: 11062, top1_acc: 0.1981, top5_acc: 0.4231, loss_cls: 8.8031, loss: 8.8031 2025-08-04 11:21:06,263 - pyskl - INFO - Epoch [4][1700/7492] lr: 4.994e-02, eta: 7 days, 8:28:11, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.1862, top5_acc: 0.4194, loss_cls: 8.8742, loss: 8.8742 2025-08-04 11:22:04,181 - pyskl - INFO - Epoch [4][1800/7492] lr: 4.994e-02, eta: 7 days, 8:27:19, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.1950, top5_acc: 0.4297, loss_cls: 8.7230, loss: 8.7230 2025-08-04 11:23:00,383 - pyskl - INFO - Epoch [4][1900/7492] lr: 4.994e-02, eta: 7 days, 8:25:11, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.1928, top5_acc: 0.4203, loss_cls: 8.7931, loss: 8.7931 2025-08-04 11:23:57,366 - pyskl - INFO - Epoch [4][2000/7492] lr: 4.994e-02, eta: 7 days, 8:23:38, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.1884, top5_acc: 0.4122, loss_cls: 8.8132, loss: 8.8132 2025-08-04 11:24:53,666 - pyskl - INFO - Epoch [4][2100/7492] lr: 4.994e-02, eta: 7 days, 8:21:34, time: 0.563, data_time: 0.000, memory: 11062, top1_acc: 0.1847, top5_acc: 0.4234, loss_cls: 8.7993, loss: 8.7993 2025-08-04 11:25:52,041 - pyskl - INFO - Epoch [4][2200/7492] lr: 4.994e-02, eta: 7 days, 8:21:04, time: 0.584, data_time: 0.000, memory: 11062, top1_acc: 0.1803, top5_acc: 0.3872, loss_cls: 8.9544, loss: 8.9544 2025-08-04 11:26:50,941 - pyskl - INFO - Epoch [4][2300/7492] lr: 4.994e-02, eta: 7 days, 8:20:57, time: 0.589, data_time: 0.000, memory: 11062, top1_acc: 0.1872, top5_acc: 0.4113, loss_cls: 8.8721, loss: 8.8721 2025-08-04 11:27:49,842 - pyskl - INFO - Epoch [4][2400/7492] lr: 4.994e-02, eta: 7 days, 8:20:49, time: 0.589, data_time: 0.000, memory: 11062, top1_acc: 0.1872, top5_acc: 0.4066, loss_cls: 8.8396, loss: 8.8396 2025-08-04 11:28:48,358 - pyskl - INFO - Epoch [4][2500/7492] lr: 4.994e-02, eta: 7 days, 8:20:24, time: 0.585, data_time: 0.000, memory: 11062, top1_acc: 0.1841, top5_acc: 0.3928, loss_cls: 8.8732, loss: 8.8732 2025-08-04 11:29:45,997 - pyskl - INFO - Epoch [4][2600/7492] lr: 4.994e-02, eta: 7 days, 8:19:20, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.1853, top5_acc: 0.4244, loss_cls: 8.8668, loss: 8.8668 2025-08-04 11:30:43,741 - pyskl - INFO - Epoch [4][2700/7492] lr: 4.994e-02, eta: 7 days, 8:18:21, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.1956, top5_acc: 0.4209, loss_cls: 8.7540, loss: 8.7540 2025-08-04 11:31:41,209 - pyskl - INFO - Epoch [4][2800/7492] lr: 4.994e-02, eta: 7 days, 8:17:10, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.1809, top5_acc: 0.4119, loss_cls: 8.8335, loss: 8.8335 2025-08-04 11:32:38,734 - pyskl - INFO - Epoch [4][2900/7492] lr: 4.994e-02, eta: 7 days, 8:16:02, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.1862, top5_acc: 0.4244, loss_cls: 8.7202, loss: 8.7202 2025-08-04 11:33:35,231 - pyskl - INFO - Epoch [4][3000/7492] lr: 4.994e-02, eta: 7 days, 8:14:09, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.1919, top5_acc: 0.4119, loss_cls: 8.7949, loss: 8.7949 2025-08-04 11:34:32,451 - pyskl - INFO - Epoch [4][3100/7492] lr: 4.994e-02, eta: 7 days, 8:12:48, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2000, top5_acc: 0.4234, loss_cls: 8.7556, loss: 8.7556 2025-08-04 11:35:30,075 - pyskl - INFO - Epoch [4][3200/7492] lr: 4.994e-02, eta: 7 days, 8:11:44, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.1866, top5_acc: 0.4062, loss_cls: 8.9042, loss: 8.9042 2025-08-04 11:36:27,311 - pyskl - INFO - Epoch [4][3300/7492] lr: 4.994e-02, eta: 7 days, 8:10:24, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2034, top5_acc: 0.4263, loss_cls: 8.7018, loss: 8.7018 2025-08-04 11:37:24,897 - pyskl - INFO - Epoch [4][3400/7492] lr: 4.993e-02, eta: 7 days, 8:09:19, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.1884, top5_acc: 0.4209, loss_cls: 8.8054, loss: 8.8054 2025-08-04 11:38:21,468 - pyskl - INFO - Epoch [4][3500/7492] lr: 4.993e-02, eta: 7 days, 8:07:31, time: 0.566, data_time: 0.000, memory: 11062, top1_acc: 0.2150, top5_acc: 0.4228, loss_cls: 8.7050, loss: 8.7050 2025-08-04 11:39:17,676 - pyskl - INFO - Epoch [4][3600/7492] lr: 4.993e-02, eta: 7 days, 8:05:28, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.2028, top5_acc: 0.4247, loss_cls: 8.7221, loss: 8.7221 2025-08-04 11:40:14,128 - pyskl - INFO - Epoch [4][3700/7492] lr: 4.993e-02, eta: 7 days, 8:03:36, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.1956, top5_acc: 0.4141, loss_cls: 8.8485, loss: 8.8485 2025-08-04 11:41:11,659 - pyskl - INFO - Epoch [4][3800/7492] lr: 4.993e-02, eta: 7 days, 8:02:29, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2013, top5_acc: 0.4244, loss_cls: 8.7771, loss: 8.7771 2025-08-04 11:42:08,437 - pyskl - INFO - Epoch [4][3900/7492] lr: 4.993e-02, eta: 7 days, 8:00:51, time: 0.568, data_time: 0.000, memory: 11062, top1_acc: 0.1928, top5_acc: 0.4241, loss_cls: 8.7645, loss: 8.7645 2025-08-04 11:43:05,495 - pyskl - INFO - Epoch [4][4000/7492] lr: 4.993e-02, eta: 7 days, 7:59:25, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.1900, top5_acc: 0.4234, loss_cls: 8.8073, loss: 8.8073 2025-08-04 11:44:02,498 - pyskl - INFO - Epoch [4][4100/7492] lr: 4.993e-02, eta: 7 days, 7:57:57, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.1934, top5_acc: 0.4263, loss_cls: 8.7067, loss: 8.7067 2025-08-04 11:44:58,860 - pyskl - INFO - Epoch [4][4200/7492] lr: 4.993e-02, eta: 7 days, 7:56:03, time: 0.564, data_time: 0.000, memory: 11062, top1_acc: 0.1878, top5_acc: 0.4156, loss_cls: 8.7922, loss: 8.7922 2025-08-04 11:45:56,652 - pyskl - INFO - Epoch [4][4300/7492] lr: 4.993e-02, eta: 7 days, 7:55:07, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.1938, top5_acc: 0.4144, loss_cls: 8.7975, loss: 8.7975 2025-08-04 11:46:54,113 - pyskl - INFO - Epoch [4][4400/7492] lr: 4.993e-02, eta: 7 days, 7:53:59, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.1938, top5_acc: 0.4297, loss_cls: 8.7435, loss: 8.7435 2025-08-04 11:47:51,771 - pyskl - INFO - Epoch [4][4500/7492] lr: 4.993e-02, eta: 7 days, 7:52:58, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.2059, top5_acc: 0.4294, loss_cls: 8.8002, loss: 8.8002 2025-08-04 11:48:49,510 - pyskl - INFO - Epoch [4][4600/7492] lr: 4.993e-02, eta: 7 days, 7:52:01, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.2000, top5_acc: 0.4288, loss_cls: 8.6174, loss: 8.6174 2025-08-04 11:49:46,069 - pyskl - INFO - Epoch [4][4700/7492] lr: 4.993e-02, eta: 7 days, 7:50:16, time: 0.566, data_time: 0.000, memory: 11062, top1_acc: 0.2003, top5_acc: 0.4313, loss_cls: 8.7327, loss: 8.7327 2025-08-04 11:50:43,940 - pyskl - INFO - Epoch [4][4800/7492] lr: 4.993e-02, eta: 7 days, 7:49:24, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.2056, top5_acc: 0.4334, loss_cls: 8.7579, loss: 8.7579 2025-08-04 11:51:42,261 - pyskl - INFO - Epoch [4][4900/7492] lr: 4.993e-02, eta: 7 days, 7:48:50, time: 0.583, data_time: 0.000, memory: 11062, top1_acc: 0.1925, top5_acc: 0.4244, loss_cls: 8.6952, loss: 8.6952 2025-08-04 11:52:40,816 - pyskl - INFO - Epoch [4][5000/7492] lr: 4.993e-02, eta: 7 days, 7:48:25, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2125, top5_acc: 0.4350, loss_cls: 8.7055, loss: 8.7055 2025-08-04 11:53:38,309 - pyskl - INFO - Epoch [4][5100/7492] lr: 4.993e-02, eta: 7 days, 7:47:18, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.1844, top5_acc: 0.4178, loss_cls: 8.7771, loss: 8.7771 2025-08-04 11:54:36,392 - pyskl - INFO - Epoch [4][5200/7492] lr: 4.993e-02, eta: 7 days, 7:46:34, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2000, top5_acc: 0.4338, loss_cls: 8.7281, loss: 8.7281 2025-08-04 11:55:33,334 - pyskl - INFO - Epoch [4][5300/7492] lr: 4.992e-02, eta: 7 days, 7:45:06, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.1950, top5_acc: 0.4309, loss_cls: 8.7427, loss: 8.7427 2025-08-04 11:56:31,483 - pyskl - INFO - Epoch [4][5400/7492] lr: 4.992e-02, eta: 7 days, 7:44:24, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.1981, top5_acc: 0.4259, loss_cls: 8.7349, loss: 8.7349 2025-08-04 11:57:29,614 - pyskl - INFO - Epoch [4][5500/7492] lr: 4.992e-02, eta: 7 days, 7:43:42, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.1947, top5_acc: 0.4203, loss_cls: 8.8430, loss: 8.8430 2025-08-04 11:58:27,150 - pyskl - INFO - Epoch [4][5600/7492] lr: 4.992e-02, eta: 7 days, 7:42:37, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.1963, top5_acc: 0.4403, loss_cls: 8.7324, loss: 8.7324 2025-08-04 11:59:24,661 - pyskl - INFO - Epoch [4][5700/7492] lr: 4.992e-02, eta: 7 days, 7:41:31, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.1984, top5_acc: 0.4225, loss_cls: 8.8266, loss: 8.8266 2025-08-04 12:00:21,192 - pyskl - INFO - Epoch [4][5800/7492] lr: 4.992e-02, eta: 7 days, 7:39:47, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.2037, top5_acc: 0.4303, loss_cls: 8.7139, loss: 8.7139 2025-08-04 12:01:17,398 - pyskl - INFO - Epoch [4][5900/7492] lr: 4.992e-02, eta: 7 days, 7:37:50, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.1994, top5_acc: 0.4169, loss_cls: 8.7960, loss: 8.7960 2025-08-04 12:02:14,494 - pyskl - INFO - Epoch [4][6000/7492] lr: 4.992e-02, eta: 7 days, 7:36:28, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2106, top5_acc: 0.4294, loss_cls: 8.6640, loss: 8.6640 2025-08-04 12:03:11,394 - pyskl - INFO - Epoch [4][6100/7492] lr: 4.992e-02, eta: 7 days, 7:34:59, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.1988, top5_acc: 0.4228, loss_cls: 8.7245, loss: 8.7245 2025-08-04 12:04:08,381 - pyskl - INFO - Epoch [4][6200/7492] lr: 4.992e-02, eta: 7 days, 7:33:34, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2134, top5_acc: 0.4434, loss_cls: 8.6328, loss: 8.6328 2025-08-04 12:05:05,422 - pyskl - INFO - Epoch [4][6300/7492] lr: 4.992e-02, eta: 7 days, 7:32:11, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.1941, top5_acc: 0.4188, loss_cls: 8.7202, loss: 8.7202 2025-08-04 12:06:01,878 - pyskl - INFO - Epoch [4][6400/7492] lr: 4.992e-02, eta: 7 days, 7:30:25, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.1925, top5_acc: 0.4206, loss_cls: 8.7427, loss: 8.7427 2025-08-04 12:06:58,859 - pyskl - INFO - Epoch [4][6500/7492] lr: 4.992e-02, eta: 7 days, 7:29:00, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2147, top5_acc: 0.4303, loss_cls: 8.6865, loss: 8.6865 2025-08-04 12:07:56,177 - pyskl - INFO - Epoch [4][6600/7492] lr: 4.992e-02, eta: 7 days, 7:27:48, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2009, top5_acc: 0.4400, loss_cls: 8.7172, loss: 8.7172 2025-08-04 12:08:53,566 - pyskl - INFO - Epoch [4][6700/7492] lr: 4.992e-02, eta: 7 days, 7:26:39, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.1988, top5_acc: 0.4241, loss_cls: 8.7151, loss: 8.7151 2025-08-04 12:09:50,761 - pyskl - INFO - Epoch [4][6800/7492] lr: 4.992e-02, eta: 7 days, 7:25:22, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.1891, top5_acc: 0.4197, loss_cls: 8.7170, loss: 8.7170 2025-08-04 12:10:48,426 - pyskl - INFO - Epoch [4][6900/7492] lr: 4.992e-02, eta: 7 days, 7:24:23, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.1972, top5_acc: 0.4253, loss_cls: 8.6775, loss: 8.6775 2025-08-04 12:11:46,161 - pyskl - INFO - Epoch [4][7000/7492] lr: 4.992e-02, eta: 7 days, 7:23:27, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.2003, top5_acc: 0.4303, loss_cls: 8.7693, loss: 8.7693 2025-08-04 12:12:44,961 - pyskl - INFO - Epoch [4][7100/7492] lr: 4.991e-02, eta: 7 days, 7:23:10, time: 0.588, data_time: 0.000, memory: 11062, top1_acc: 0.2003, top5_acc: 0.4294, loss_cls: 8.6811, loss: 8.6811 2025-08-04 12:13:43,364 - pyskl - INFO - Epoch [4][7200/7492] lr: 4.991e-02, eta: 7 days, 7:22:38, time: 0.584, data_time: 0.000, memory: 11062, top1_acc: 0.1800, top5_acc: 0.4088, loss_cls: 8.8088, loss: 8.8088 2025-08-04 12:14:41,838 - pyskl - INFO - Epoch [4][7300/7492] lr: 4.991e-02, eta: 7 days, 7:22:08, time: 0.585, data_time: 0.000, memory: 11062, top1_acc: 0.1972, top5_acc: 0.4247, loss_cls: 8.7878, loss: 8.7878 2025-08-04 12:15:39,017 - pyskl - INFO - Epoch [4][7400/7492] lr: 4.991e-02, eta: 7 days, 7:20:51, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.1981, top5_acc: 0.4328, loss_cls: 8.6854, loss: 8.6854 2025-08-04 12:16:33,512 - pyskl - INFO - Saving checkpoint at 4 epochs 2025-08-04 12:17:23,169 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 12:17:23,839 - pyskl - INFO - top1_acc 0.1676 top5_acc 0.3831 2025-08-04 12:17:23,839 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 12:17:23,882 - pyskl - INFO - mean_acc 0.1671 2025-08-04 12:17:23,945 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_3.pth was removed 2025-08-04 12:17:25,534 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_4.pth. 2025-08-04 12:17:25,535 - pyskl - INFO - Best top1_acc is 0.1676 at 4 epoch. 2025-08-04 12:17:25,564 - pyskl - INFO - Epoch(val) [4][617] top1_acc: 0.1676, top5_acc: 0.3831, mean_class_accuracy: 0.1671 2025-08-04 12:18:57,376 - pyskl - INFO - Epoch [5][100/7492] lr: 4.991e-02, eta: 7 days, 7:07:29, time: 0.918, data_time: 0.338, memory: 11062, top1_acc: 0.2091, top5_acc: 0.4434, loss_cls: 8.6622, loss: 8.6622 2025-08-04 12:19:54,831 - pyskl - INFO - Epoch [5][200/7492] lr: 4.991e-02, eta: 7 days, 7:06:25, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2000, top5_acc: 0.4200, loss_cls: 8.7380, loss: 8.7380 2025-08-04 12:20:51,743 - pyskl - INFO - Epoch [5][300/7492] lr: 4.991e-02, eta: 7 days, 7:05:01, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2003, top5_acc: 0.4428, loss_cls: 8.7080, loss: 8.7080 2025-08-04 12:21:48,299 - pyskl - INFO - Epoch [5][400/7492] lr: 4.991e-02, eta: 7 days, 7:03:25, time: 0.566, data_time: 0.000, memory: 11062, top1_acc: 0.1978, top5_acc: 0.4297, loss_cls: 8.8218, loss: 8.8218 2025-08-04 12:22:45,861 - pyskl - INFO - Epoch [5][500/7492] lr: 4.991e-02, eta: 7 days, 7:02:24, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.1988, top5_acc: 0.4353, loss_cls: 8.6959, loss: 8.6959 2025-08-04 12:23:44,561 - pyskl - INFO - Epoch [5][600/7492] lr: 4.991e-02, eta: 7 days, 7:02:05, time: 0.587, data_time: 0.000, memory: 11062, top1_acc: 0.2047, top5_acc: 0.4338, loss_cls: 8.6290, loss: 8.6290 2025-08-04 12:24:42,279 - pyskl - INFO - Epoch [5][700/7492] lr: 4.991e-02, eta: 7 days, 7:01:10, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.1997, top5_acc: 0.4409, loss_cls: 8.6906, loss: 8.6906 2025-08-04 12:25:39,334 - pyskl - INFO - Epoch [5][800/7492] lr: 4.991e-02, eta: 7 days, 6:59:52, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2050, top5_acc: 0.4381, loss_cls: 8.6971, loss: 8.6971 2025-08-04 12:26:36,877 - pyskl - INFO - Epoch [5][900/7492] lr: 4.991e-02, eta: 7 days, 6:58:50, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2031, top5_acc: 0.4284, loss_cls: 8.6687, loss: 8.6687 2025-08-04 12:27:34,477 - pyskl - INFO - Epoch [5][1000/7492] lr: 4.991e-02, eta: 7 days, 6:57:52, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2141, top5_acc: 0.4412, loss_cls: 8.6746, loss: 8.6746 2025-08-04 12:28:31,977 - pyskl - INFO - Epoch [5][1100/7492] lr: 4.991e-02, eta: 7 days, 6:56:49, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2050, top5_acc: 0.4394, loss_cls: 8.6879, loss: 8.6879 2025-08-04 12:29:29,587 - pyskl - INFO - Epoch [5][1200/7492] lr: 4.991e-02, eta: 7 days, 6:55:50, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2122, top5_acc: 0.4437, loss_cls: 8.6148, loss: 8.6148 2025-08-04 12:30:27,202 - pyskl - INFO - Epoch [5][1300/7492] lr: 4.990e-02, eta: 7 days, 6:54:52, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2081, top5_acc: 0.4369, loss_cls: 8.6548, loss: 8.6548 2025-08-04 12:31:24,057 - pyskl - INFO - Epoch [5][1400/7492] lr: 4.990e-02, eta: 7 days, 6:53:27, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2000, top5_acc: 0.4334, loss_cls: 8.6994, loss: 8.6994 2025-08-04 12:32:21,285 - pyskl - INFO - Epoch [5][1500/7492] lr: 4.990e-02, eta: 7 days, 6:52:15, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2078, top5_acc: 0.4275, loss_cls: 8.6837, loss: 8.6837 2025-08-04 12:33:18,326 - pyskl - INFO - Epoch [5][1600/7492] lr: 4.990e-02, eta: 7 days, 6:50:57, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2025, top5_acc: 0.4412, loss_cls: 8.6942, loss: 8.6942 2025-08-04 12:34:15,686 - pyskl - INFO - Epoch [5][1700/7492] lr: 4.990e-02, eta: 7 days, 6:49:50, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2072, top5_acc: 0.4338, loss_cls: 8.7151, loss: 8.7151 2025-08-04 12:35:13,692 - pyskl - INFO - Epoch [5][1800/7492] lr: 4.990e-02, eta: 7 days, 6:49:06, time: 0.580, data_time: 0.000, memory: 11062, top1_acc: 0.2109, top5_acc: 0.4400, loss_cls: 8.6517, loss: 8.6517 2025-08-04 12:36:09,765 - pyskl - INFO - Epoch [5][1900/7492] lr: 4.990e-02, eta: 7 days, 6:47:15, time: 0.561, data_time: 0.000, memory: 11062, top1_acc: 0.2078, top5_acc: 0.4419, loss_cls: 8.6480, loss: 8.6480 2025-08-04 12:37:08,350 - pyskl - INFO - Epoch [5][2000/7492] lr: 4.990e-02, eta: 7 days, 6:46:50, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.1947, top5_acc: 0.4359, loss_cls: 8.6560, loss: 8.6560 2025-08-04 12:38:06,420 - pyskl - INFO - Epoch [5][2100/7492] lr: 4.990e-02, eta: 7 days, 6:46:07, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2069, top5_acc: 0.4275, loss_cls: 8.6555, loss: 8.6555 2025-08-04 12:39:05,015 - pyskl - INFO - Epoch [5][2200/7492] lr: 4.990e-02, eta: 7 days, 6:45:42, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2238, top5_acc: 0.4434, loss_cls: 8.5114, loss: 8.5114 2025-08-04 12:40:03,468 - pyskl - INFO - Epoch [5][2300/7492] lr: 4.990e-02, eta: 7 days, 6:45:12, time: 0.585, data_time: 0.000, memory: 11062, top1_acc: 0.2191, top5_acc: 0.4397, loss_cls: 8.6280, loss: 8.6280 2025-08-04 12:41:02,050 - pyskl - INFO - Epoch [5][2400/7492] lr: 4.990e-02, eta: 7 days, 6:44:46, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2153, top5_acc: 0.4441, loss_cls: 8.6258, loss: 8.6258 2025-08-04 12:41:59,959 - pyskl - INFO - Epoch [5][2500/7492] lr: 4.990e-02, eta: 7 days, 6:43:58, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.2097, top5_acc: 0.4516, loss_cls: 8.5862, loss: 8.5862 2025-08-04 12:42:56,277 - pyskl - INFO - Epoch [5][2600/7492] lr: 4.990e-02, eta: 7 days, 6:42:16, time: 0.563, data_time: 0.000, memory: 11062, top1_acc: 0.2094, top5_acc: 0.4387, loss_cls: 8.6190, loss: 8.6190 2025-08-04 12:43:52,591 - pyskl - INFO - Epoch [5][2700/7492] lr: 4.990e-02, eta: 7 days, 6:40:34, time: 0.563, data_time: 0.000, memory: 11062, top1_acc: 0.2112, top5_acc: 0.4263, loss_cls: 8.7169, loss: 8.7169 2025-08-04 12:44:48,929 - pyskl - INFO - Epoch [5][2800/7492] lr: 4.990e-02, eta: 7 days, 6:38:53, time: 0.563, data_time: 0.000, memory: 11062, top1_acc: 0.2122, top5_acc: 0.4369, loss_cls: 8.6776, loss: 8.6776 2025-08-04 12:45:45,893 - pyskl - INFO - Epoch [5][2900/7492] lr: 4.989e-02, eta: 7 days, 6:37:34, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2050, top5_acc: 0.4353, loss_cls: 8.6807, loss: 8.6807 2025-08-04 12:46:43,164 - pyskl - INFO - Epoch [5][3000/7492] lr: 4.989e-02, eta: 7 days, 6:36:24, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2044, top5_acc: 0.4241, loss_cls: 8.7483, loss: 8.7483 2025-08-04 12:47:41,039 - pyskl - INFO - Epoch [5][3100/7492] lr: 4.989e-02, eta: 7 days, 6:35:35, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.1959, top5_acc: 0.4303, loss_cls: 8.7149, loss: 8.7149 2025-08-04 12:48:38,699 - pyskl - INFO - Epoch [5][3200/7492] lr: 4.989e-02, eta: 7 days, 6:34:38, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.2100, top5_acc: 0.4522, loss_cls: 8.6464, loss: 8.6464 2025-08-04 12:49:36,398 - pyskl - INFO - Epoch [5][3300/7492] lr: 4.989e-02, eta: 7 days, 6:33:43, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.1894, top5_acc: 0.4275, loss_cls: 8.7476, loss: 8.7476 2025-08-04 12:50:34,174 - pyskl - INFO - Epoch [5][3400/7492] lr: 4.989e-02, eta: 7 days, 6:32:51, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2025, top5_acc: 0.4322, loss_cls: 8.7479, loss: 8.7479 2025-08-04 12:51:32,176 - pyskl - INFO - Epoch [5][3500/7492] lr: 4.989e-02, eta: 7 days, 6:32:05, time: 0.580, data_time: 0.000, memory: 11062, top1_acc: 0.1900, top5_acc: 0.4116, loss_cls: 8.7582, loss: 8.7582 2025-08-04 12:52:30,272 - pyskl - INFO - Epoch [5][3600/7492] lr: 4.989e-02, eta: 7 days, 6:31:23, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2116, top5_acc: 0.4375, loss_cls: 8.7134, loss: 8.7134 2025-08-04 12:53:28,087 - pyskl - INFO - Epoch [5][3700/7492] lr: 4.989e-02, eta: 7 days, 6:30:31, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2059, top5_acc: 0.4356, loss_cls: 8.6634, loss: 8.6634 2025-08-04 12:54:26,315 - pyskl - INFO - Epoch [5][3800/7492] lr: 4.989e-02, eta: 7 days, 6:29:53, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2225, top5_acc: 0.4603, loss_cls: 8.5445, loss: 8.5445 2025-08-04 12:55:24,250 - pyskl - INFO - Epoch [5][3900/7492] lr: 4.989e-02, eta: 7 days, 6:29:05, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.2091, top5_acc: 0.4497, loss_cls: 8.6090, loss: 8.6090 2025-08-04 12:56:22,887 - pyskl - INFO - Epoch [5][4000/7492] lr: 4.989e-02, eta: 7 days, 6:28:40, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2144, top5_acc: 0.4525, loss_cls: 8.6039, loss: 8.6039 2025-08-04 12:57:20,370 - pyskl - INFO - Epoch [5][4100/7492] lr: 4.989e-02, eta: 7 days, 6:27:37, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2131, top5_acc: 0.4487, loss_cls: 8.5605, loss: 8.5605 2025-08-04 12:58:17,983 - pyskl - INFO - Epoch [5][4200/7492] lr: 4.989e-02, eta: 7 days, 6:26:39, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2128, top5_acc: 0.4391, loss_cls: 8.6565, loss: 8.6565 2025-08-04 12:59:16,799 - pyskl - INFO - Epoch [5][4300/7492] lr: 4.989e-02, eta: 7 days, 6:26:19, time: 0.588, data_time: 0.000, memory: 11062, top1_acc: 0.2159, top5_acc: 0.4453, loss_cls: 8.5727, loss: 8.5727 2025-08-04 13:00:14,091 - pyskl - INFO - Epoch [5][4400/7492] lr: 4.988e-02, eta: 7 days, 6:25:10, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.1978, top5_acc: 0.4263, loss_cls: 8.7428, loss: 8.7428 2025-08-04 13:01:11,492 - pyskl - INFO - Epoch [5][4500/7492] lr: 4.988e-02, eta: 7 days, 6:24:05, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2200, top5_acc: 0.4369, loss_cls: 8.6172, loss: 8.6172 2025-08-04 13:02:08,615 - pyskl - INFO - Epoch [5][4600/7492] lr: 4.988e-02, eta: 7 days, 6:22:51, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2094, top5_acc: 0.4453, loss_cls: 8.6354, loss: 8.6354 2025-08-04 13:03:05,979 - pyskl - INFO - Epoch [5][4700/7492] lr: 4.988e-02, eta: 7 days, 6:21:45, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2134, top5_acc: 0.4347, loss_cls: 8.6905, loss: 8.6905 2025-08-04 13:04:03,679 - pyskl - INFO - Epoch [5][4800/7492] lr: 4.988e-02, eta: 7 days, 6:20:49, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.2150, top5_acc: 0.4553, loss_cls: 8.5686, loss: 8.5686 2025-08-04 13:05:02,438 - pyskl - INFO - Epoch [5][4900/7492] lr: 4.988e-02, eta: 7 days, 6:20:27, time: 0.588, data_time: 0.000, memory: 11062, top1_acc: 0.2075, top5_acc: 0.4422, loss_cls: 8.6843, loss: 8.6843 2025-08-04 13:06:00,014 - pyskl - INFO - Epoch [5][5000/7492] lr: 4.988e-02, eta: 7 days, 6:19:27, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.1934, top5_acc: 0.4244, loss_cls: 8.7439, loss: 8.7439 2025-08-04 13:06:57,724 - pyskl - INFO - Epoch [5][5100/7492] lr: 4.988e-02, eta: 7 days, 6:18:32, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.1947, top5_acc: 0.4259, loss_cls: 8.7164, loss: 8.7164 2025-08-04 13:07:55,754 - pyskl - INFO - Epoch [5][5200/7492] lr: 4.988e-02, eta: 7 days, 6:17:46, time: 0.580, data_time: 0.000, memory: 11062, top1_acc: 0.1969, top5_acc: 0.4297, loss_cls: 8.6805, loss: 8.6805 2025-08-04 13:08:53,277 - pyskl - INFO - Epoch [5][5300/7492] lr: 4.988e-02, eta: 7 days, 6:16:45, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.1972, top5_acc: 0.4297, loss_cls: 8.7186, loss: 8.7186 2025-08-04 13:09:51,293 - pyskl - INFO - Epoch [5][5400/7492] lr: 4.988e-02, eta: 7 days, 6:15:59, time: 0.580, data_time: 0.000, memory: 11062, top1_acc: 0.2122, top5_acc: 0.4419, loss_cls: 8.6784, loss: 8.6784 2025-08-04 13:10:49,628 - pyskl - INFO - Epoch [5][5500/7492] lr: 4.988e-02, eta: 7 days, 6:15:23, time: 0.583, data_time: 0.000, memory: 11062, top1_acc: 0.1922, top5_acc: 0.4350, loss_cls: 8.7501, loss: 8.7501 2025-08-04 13:11:48,077 - pyskl - INFO - Epoch [5][5600/7492] lr: 4.988e-02, eta: 7 days, 6:14:50, time: 0.584, data_time: 0.000, memory: 11062, top1_acc: 0.2128, top5_acc: 0.4556, loss_cls: 8.5611, loss: 8.5611 2025-08-04 13:12:45,548 - pyskl - INFO - Epoch [5][5700/7492] lr: 4.988e-02, eta: 7 days, 6:13:47, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2116, top5_acc: 0.4494, loss_cls: 8.5847, loss: 8.5847 2025-08-04 13:13:43,027 - pyskl - INFO - Epoch [5][5800/7492] lr: 4.988e-02, eta: 7 days, 6:12:44, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2069, top5_acc: 0.4334, loss_cls: 8.7083, loss: 8.7083 2025-08-04 13:14:39,909 - pyskl - INFO - Epoch [5][5900/7492] lr: 4.987e-02, eta: 7 days, 6:11:24, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2131, top5_acc: 0.4487, loss_cls: 8.6578, loss: 8.6578 2025-08-04 13:15:36,205 - pyskl - INFO - Epoch [5][6000/7492] lr: 4.987e-02, eta: 7 days, 6:09:45, time: 0.563, data_time: 0.000, memory: 11062, top1_acc: 0.2162, top5_acc: 0.4322, loss_cls: 8.6887, loss: 8.6887 2025-08-04 13:16:32,398 - pyskl - INFO - Epoch [5][6100/7492] lr: 4.987e-02, eta: 7 days, 6:08:04, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.2234, top5_acc: 0.4338, loss_cls: 8.6349, loss: 8.6349 2025-08-04 13:17:29,365 - pyskl - INFO - Epoch [5][6200/7492] lr: 4.987e-02, eta: 7 days, 6:06:47, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2097, top5_acc: 0.4325, loss_cls: 8.6172, loss: 8.6172 2025-08-04 13:18:26,537 - pyskl - INFO - Epoch [5][6300/7492] lr: 4.987e-02, eta: 7 days, 6:05:35, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2209, top5_acc: 0.4453, loss_cls: 8.5544, loss: 8.5544 2025-08-04 13:19:23,127 - pyskl - INFO - Epoch [5][6400/7492] lr: 4.987e-02, eta: 7 days, 6:04:06, time: 0.566, data_time: 0.000, memory: 11062, top1_acc: 0.2166, top5_acc: 0.4484, loss_cls: 8.6360, loss: 8.6360 2025-08-04 13:20:19,850 - pyskl - INFO - Epoch [5][6500/7492] lr: 4.987e-02, eta: 7 days, 6:02:42, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2153, top5_acc: 0.4512, loss_cls: 8.6265, loss: 8.6265 2025-08-04 13:21:18,028 - pyskl - INFO - Epoch [5][6600/7492] lr: 4.987e-02, eta: 7 days, 6:02:01, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.1903, top5_acc: 0.4259, loss_cls: 8.6659, loss: 8.6659 2025-08-04 13:22:15,842 - pyskl - INFO - Epoch [5][6700/7492] lr: 4.987e-02, eta: 7 days, 6:01:09, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2053, top5_acc: 0.4391, loss_cls: 8.6277, loss: 8.6277 2025-08-04 13:23:14,579 - pyskl - INFO - Epoch [5][6800/7492] lr: 4.987e-02, eta: 7 days, 6:00:44, time: 0.587, data_time: 0.000, memory: 11062, top1_acc: 0.2106, top5_acc: 0.4353, loss_cls: 8.6174, loss: 8.6174 2025-08-04 13:24:12,463 - pyskl - INFO - Epoch [5][6900/7492] lr: 4.987e-02, eta: 7 days, 5:59:54, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.2044, top5_acc: 0.4366, loss_cls: 8.6443, loss: 8.6443 2025-08-04 13:25:10,108 - pyskl - INFO - Epoch [5][7000/7492] lr: 4.987e-02, eta: 7 days, 5:58:56, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2159, top5_acc: 0.4403, loss_cls: 8.6254, loss: 8.6254 2025-08-04 13:26:07,064 - pyskl - INFO - Epoch [5][7100/7492] lr: 4.987e-02, eta: 7 days, 5:57:39, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2059, top5_acc: 0.4384, loss_cls: 8.7268, loss: 8.7268 2025-08-04 13:27:03,643 - pyskl - INFO - Epoch [5][7200/7492] lr: 4.987e-02, eta: 7 days, 5:56:11, time: 0.566, data_time: 0.000, memory: 11062, top1_acc: 0.2003, top5_acc: 0.4309, loss_cls: 8.7239, loss: 8.7239 2025-08-04 13:28:02,206 - pyskl - INFO - Epoch [5][7300/7492] lr: 4.986e-02, eta: 7 days, 5:55:40, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2144, top5_acc: 0.4469, loss_cls: 8.5852, loss: 8.5852 2025-08-04 13:28:59,715 - pyskl - INFO - Epoch [5][7400/7492] lr: 4.986e-02, eta: 7 days, 5:54:39, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2137, top5_acc: 0.4509, loss_cls: 8.5708, loss: 8.5708 2025-08-04 13:29:53,418 - pyskl - INFO - Saving checkpoint at 5 epochs 2025-08-04 13:30:41,964 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 13:30:42,627 - pyskl - INFO - top1_acc 0.1602 top5_acc 0.3814 2025-08-04 13:30:42,627 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 13:30:42,669 - pyskl - INFO - mean_acc 0.1599 2025-08-04 13:30:42,681 - pyskl - INFO - Epoch(val) [5][617] top1_acc: 0.1602, top5_acc: 0.3814, mean_class_accuracy: 0.1599 2025-08-04 13:32:13,080 - pyskl - INFO - Epoch [6][100/7492] lr: 4.986e-02, eta: 7 days, 5:43:03, time: 0.904, data_time: 0.325, memory: 11062, top1_acc: 0.2200, top5_acc: 0.4544, loss_cls: 8.4847, loss: 8.4847 2025-08-04 13:33:11,413 - pyskl - INFO - Epoch [6][200/7492] lr: 4.986e-02, eta: 7 days, 5:42:27, time: 0.583, data_time: 0.000, memory: 11062, top1_acc: 0.2188, top5_acc: 0.4506, loss_cls: 8.5601, loss: 8.5601 2025-08-04 13:34:08,964 - pyskl - INFO - Epoch [6][300/7492] lr: 4.986e-02, eta: 7 days, 5:41:29, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2209, top5_acc: 0.4472, loss_cls: 8.5748, loss: 8.5748 2025-08-04 13:35:06,044 - pyskl - INFO - Epoch [6][400/7492] lr: 4.986e-02, eta: 7 days, 5:40:17, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2247, top5_acc: 0.4619, loss_cls: 8.4761, loss: 8.4761 2025-08-04 13:36:03,444 - pyskl - INFO - Epoch [6][500/7492] lr: 4.986e-02, eta: 7 days, 5:39:15, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2203, top5_acc: 0.4537, loss_cls: 8.5455, loss: 8.5455 2025-08-04 13:37:01,515 - pyskl - INFO - Epoch [6][600/7492] lr: 4.986e-02, eta: 7 days, 5:38:31, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2034, top5_acc: 0.4291, loss_cls: 8.6821, loss: 8.6821 2025-08-04 13:37:59,724 - pyskl - INFO - Epoch [6][700/7492] lr: 4.986e-02, eta: 7 days, 5:37:52, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.1978, top5_acc: 0.4403, loss_cls: 8.6011, loss: 8.6011 2025-08-04 13:38:57,946 - pyskl - INFO - Epoch [6][800/7492] lr: 4.986e-02, eta: 7 days, 5:37:12, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2141, top5_acc: 0.4506, loss_cls: 8.5769, loss: 8.5769 2025-08-04 13:39:55,821 - pyskl - INFO - Epoch [6][900/7492] lr: 4.986e-02, eta: 7 days, 5:36:23, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.2247, top5_acc: 0.4572, loss_cls: 8.5751, loss: 8.5751 2025-08-04 13:40:54,411 - pyskl - INFO - Epoch [6][1000/7492] lr: 4.986e-02, eta: 7 days, 5:35:54, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2169, top5_acc: 0.4434, loss_cls: 8.6704, loss: 8.6704 2025-08-04 13:41:52,021 - pyskl - INFO - Epoch [6][1100/7492] lr: 4.985e-02, eta: 7 days, 5:34:57, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2172, top5_acc: 0.4484, loss_cls: 8.5494, loss: 8.5494 2025-08-04 13:42:50,600 - pyskl - INFO - Epoch [6][1200/7492] lr: 4.985e-02, eta: 7 days, 5:34:28, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2003, top5_acc: 0.4409, loss_cls: 8.6632, loss: 8.6632 2025-08-04 13:43:49,137 - pyskl - INFO - Epoch [6][1300/7492] lr: 4.985e-02, eta: 7 days, 5:33:57, time: 0.585, data_time: 0.000, memory: 11062, top1_acc: 0.2131, top5_acc: 0.4409, loss_cls: 8.5489, loss: 8.5489 2025-08-04 13:44:47,842 - pyskl - INFO - Epoch [6][1400/7492] lr: 4.985e-02, eta: 7 days, 5:33:30, time: 0.587, data_time: 0.000, memory: 11062, top1_acc: 0.2106, top5_acc: 0.4387, loss_cls: 8.6025, loss: 8.6025 2025-08-04 13:45:45,675 - pyskl - INFO - Epoch [6][1500/7492] lr: 4.985e-02, eta: 7 days, 5:32:40, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2106, top5_acc: 0.4441, loss_cls: 8.5606, loss: 8.5606 2025-08-04 13:46:43,013 - pyskl - INFO - Epoch [6][1600/7492] lr: 4.985e-02, eta: 7 days, 5:31:35, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2181, top5_acc: 0.4478, loss_cls: 8.7033, loss: 8.7033 2025-08-04 13:47:40,453 - pyskl - INFO - Epoch [6][1700/7492] lr: 4.985e-02, eta: 7 days, 5:30:33, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2162, top5_acc: 0.4434, loss_cls: 8.6252, loss: 8.6252 2025-08-04 13:48:37,601 - pyskl - INFO - Epoch [6][1800/7492] lr: 4.985e-02, eta: 7 days, 5:29:23, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2162, top5_acc: 0.4575, loss_cls: 8.5907, loss: 8.5907 2025-08-04 13:49:34,707 - pyskl - INFO - Epoch [6][1900/7492] lr: 4.985e-02, eta: 7 days, 5:28:13, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2197, top5_acc: 0.4525, loss_cls: 8.5809, loss: 8.5809 2025-08-04 13:50:30,923 - pyskl - INFO - Epoch [6][2000/7492] lr: 4.985e-02, eta: 7 days, 5:26:37, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.2037, top5_acc: 0.4428, loss_cls: 8.6506, loss: 8.6506 2025-08-04 13:51:27,105 - pyskl - INFO - Epoch [6][2100/7492] lr: 4.985e-02, eta: 7 days, 5:25:01, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.2281, top5_acc: 0.4553, loss_cls: 8.5046, loss: 8.5046 2025-08-04 13:52:24,068 - pyskl - INFO - Epoch [6][2200/7492] lr: 4.985e-02, eta: 7 days, 5:23:47, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2059, top5_acc: 0.4484, loss_cls: 8.5386, loss: 8.5386 2025-08-04 13:53:21,535 - pyskl - INFO - Epoch [6][2300/7492] lr: 4.985e-02, eta: 7 days, 5:22:46, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2178, top5_acc: 0.4541, loss_cls: 8.5283, loss: 8.5283 2025-08-04 13:54:20,154 - pyskl - INFO - Epoch [6][2400/7492] lr: 4.984e-02, eta: 7 days, 5:22:17, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2178, top5_acc: 0.4456, loss_cls: 8.5817, loss: 8.5817 2025-08-04 13:55:18,884 - pyskl - INFO - Epoch [6][2500/7492] lr: 4.984e-02, eta: 7 days, 5:21:50, time: 0.587, data_time: 0.000, memory: 11062, top1_acc: 0.2056, top5_acc: 0.4434, loss_cls: 8.7006, loss: 8.7006 2025-08-04 13:56:17,398 - pyskl - INFO - Epoch [6][2600/7492] lr: 4.984e-02, eta: 7 days, 5:21:18, time: 0.585, data_time: 0.000, memory: 11062, top1_acc: 0.2116, top5_acc: 0.4494, loss_cls: 8.5047, loss: 8.5047 2025-08-04 13:57:14,866 - pyskl - INFO - Epoch [6][2700/7492] lr: 4.984e-02, eta: 7 days, 5:20:17, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.1928, top5_acc: 0.4272, loss_cls: 8.7376, loss: 8.7376 2025-08-04 13:58:12,462 - pyskl - INFO - Epoch [6][2800/7492] lr: 4.984e-02, eta: 7 days, 5:19:20, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2137, top5_acc: 0.4347, loss_cls: 8.5897, loss: 8.5897 2025-08-04 13:59:09,742 - pyskl - INFO - Epoch [6][2900/7492] lr: 4.984e-02, eta: 7 days, 5:18:14, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2122, top5_acc: 0.4581, loss_cls: 8.5919, loss: 8.5919 2025-08-04 14:00:07,148 - pyskl - INFO - Epoch [6][3000/7492] lr: 4.984e-02, eta: 7 days, 5:17:12, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2137, top5_acc: 0.4484, loss_cls: 8.5581, loss: 8.5581 2025-08-04 14:01:04,581 - pyskl - INFO - Epoch [6][3100/7492] lr: 4.984e-02, eta: 7 days, 5:16:10, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2162, top5_acc: 0.4503, loss_cls: 8.7444, loss: 8.7444 2025-08-04 14:02:01,745 - pyskl - INFO - Epoch [6][3200/7492] lr: 4.984e-02, eta: 7 days, 5:15:01, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2219, top5_acc: 0.4456, loss_cls: 8.5498, loss: 8.5498 2025-08-04 14:02:59,040 - pyskl - INFO - Epoch [6][3300/7492] lr: 4.984e-02, eta: 7 days, 5:13:56, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2213, top5_acc: 0.4509, loss_cls: 8.6290, loss: 8.6290 2025-08-04 14:03:56,068 - pyskl - INFO - Epoch [6][3400/7492] lr: 4.984e-02, eta: 7 days, 5:12:44, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2097, top5_acc: 0.4487, loss_cls: 8.5806, loss: 8.5806 2025-08-04 14:04:52,718 - pyskl - INFO - Epoch [6][3500/7492] lr: 4.984e-02, eta: 7 days, 5:11:22, time: 0.566, data_time: 0.000, memory: 11062, top1_acc: 0.2106, top5_acc: 0.4406, loss_cls: 8.6148, loss: 8.6148 2025-08-04 14:05:49,572 - pyskl - INFO - Epoch [6][3600/7492] lr: 4.984e-02, eta: 7 days, 5:10:05, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2094, top5_acc: 0.4534, loss_cls: 8.6289, loss: 8.6289 2025-08-04 14:06:46,176 - pyskl - INFO - Epoch [6][3700/7492] lr: 4.983e-02, eta: 7 days, 5:08:42, time: 0.566, data_time: 0.000, memory: 11062, top1_acc: 0.2025, top5_acc: 0.4534, loss_cls: 8.5926, loss: 8.5926 2025-08-04 14:07:43,405 - pyskl - INFO - Epoch [6][3800/7492] lr: 4.983e-02, eta: 7 days, 5:07:35, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2019, top5_acc: 0.4409, loss_cls: 8.6173, loss: 8.6173 2025-08-04 14:08:40,552 - pyskl - INFO - Epoch [6][3900/7492] lr: 4.983e-02, eta: 7 days, 5:06:26, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2288, top5_acc: 0.4537, loss_cls: 8.5286, loss: 8.5286 2025-08-04 14:09:37,894 - pyskl - INFO - Epoch [6][4000/7492] lr: 4.983e-02, eta: 7 days, 5:05:23, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2188, top5_acc: 0.4412, loss_cls: 8.5540, loss: 8.5540 2025-08-04 14:10:35,123 - pyskl - INFO - Epoch [6][4100/7492] lr: 4.983e-02, eta: 7 days, 5:04:16, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2178, top5_acc: 0.4600, loss_cls: 8.5238, loss: 8.5238 2025-08-04 14:11:31,879 - pyskl - INFO - Epoch [6][4200/7492] lr: 4.983e-02, eta: 7 days, 5:02:57, time: 0.568, data_time: 0.000, memory: 11062, top1_acc: 0.2141, top5_acc: 0.4366, loss_cls: 8.7019, loss: 8.7019 2025-08-04 14:12:29,020 - pyskl - INFO - Epoch [6][4300/7492] lr: 4.983e-02, eta: 7 days, 5:01:49, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2184, top5_acc: 0.4494, loss_cls: 8.5559, loss: 8.5559 2025-08-04 14:13:26,413 - pyskl - INFO - Epoch [6][4400/7492] lr: 4.983e-02, eta: 7 days, 5:00:47, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2197, top5_acc: 0.4422, loss_cls: 8.5994, loss: 8.5994 2025-08-04 14:14:24,471 - pyskl - INFO - Epoch [6][4500/7492] lr: 4.983e-02, eta: 7 days, 5:00:02, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2306, top5_acc: 0.4681, loss_cls: 8.4798, loss: 8.4798 2025-08-04 14:15:21,986 - pyskl - INFO - Epoch [6][4600/7492] lr: 4.983e-02, eta: 7 days, 4:59:03, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2197, top5_acc: 0.4472, loss_cls: 8.5794, loss: 8.5794 2025-08-04 14:16:20,120 - pyskl - INFO - Epoch [6][4700/7492] lr: 4.983e-02, eta: 7 days, 4:58:20, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2325, top5_acc: 0.4706, loss_cls: 8.4821, loss: 8.4821 2025-08-04 14:17:17,749 - pyskl - INFO - Epoch [6][4800/7492] lr: 4.983e-02, eta: 7 days, 4:57:24, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2144, top5_acc: 0.4453, loss_cls: 8.5661, loss: 8.5661 2025-08-04 14:18:14,819 - pyskl - INFO - Epoch [6][4900/7492] lr: 4.982e-02, eta: 7 days, 4:56:13, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2091, top5_acc: 0.4497, loss_cls: 8.6396, loss: 8.6396 2025-08-04 14:19:11,045 - pyskl - INFO - Epoch [6][5000/7492] lr: 4.982e-02, eta: 7 days, 4:54:41, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.2231, top5_acc: 0.4587, loss_cls: 8.5010, loss: 8.5010 2025-08-04 14:20:07,901 - pyskl - INFO - Epoch [6][5100/7492] lr: 4.982e-02, eta: 7 days, 4:53:26, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2106, top5_acc: 0.4375, loss_cls: 8.6453, loss: 8.6453 2025-08-04 14:21:05,292 - pyskl - INFO - Epoch [6][5200/7492] lr: 4.982e-02, eta: 7 days, 4:52:24, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2188, top5_acc: 0.4644, loss_cls: 8.5185, loss: 8.5185 2025-08-04 14:22:03,056 - pyskl - INFO - Epoch [6][5300/7492] lr: 4.982e-02, eta: 7 days, 4:51:31, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2053, top5_acc: 0.4500, loss_cls: 8.5131, loss: 8.5131 2025-08-04 14:22:59,570 - pyskl - INFO - Epoch [6][5400/7492] lr: 4.982e-02, eta: 7 days, 4:50:07, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.2209, top5_acc: 0.4509, loss_cls: 8.6023, loss: 8.6023 2025-08-04 14:23:55,757 - pyskl - INFO - Epoch [6][5500/7492] lr: 4.982e-02, eta: 7 days, 4:48:35, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.2172, top5_acc: 0.4591, loss_cls: 8.5203, loss: 8.5203 2025-08-04 14:24:52,957 - pyskl - INFO - Epoch [6][5600/7492] lr: 4.982e-02, eta: 7 days, 4:47:28, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2241, top5_acc: 0.4425, loss_cls: 8.5722, loss: 8.5722 2025-08-04 14:25:50,308 - pyskl - INFO - Epoch [6][5700/7492] lr: 4.982e-02, eta: 7 days, 4:46:26, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2206, top5_acc: 0.4650, loss_cls: 8.5467, loss: 8.5467 2025-08-04 14:26:47,341 - pyskl - INFO - Epoch [6][5800/7492] lr: 4.982e-02, eta: 7 days, 4:45:15, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2225, top5_acc: 0.4628, loss_cls: 8.5127, loss: 8.5127 2025-08-04 14:27:44,933 - pyskl - INFO - Epoch [6][5900/7492] lr: 4.982e-02, eta: 7 days, 4:44:18, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2150, top5_acc: 0.4456, loss_cls: 8.5695, loss: 8.5695 2025-08-04 14:28:42,378 - pyskl - INFO - Epoch [6][6000/7492] lr: 4.982e-02, eta: 7 days, 4:43:18, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2137, top5_acc: 0.4572, loss_cls: 8.5311, loss: 8.5311 2025-08-04 14:29:39,047 - pyskl - INFO - Epoch [6][6100/7492] lr: 4.981e-02, eta: 7 days, 4:41:58, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2191, top5_acc: 0.4612, loss_cls: 8.5399, loss: 8.5399 2025-08-04 14:30:36,342 - pyskl - INFO - Epoch [6][6200/7492] lr: 4.981e-02, eta: 7 days, 4:40:54, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2206, top5_acc: 0.4644, loss_cls: 8.4943, loss: 8.4943 2025-08-04 14:31:33,802 - pyskl - INFO - Epoch [6][6300/7492] lr: 4.981e-02, eta: 7 days, 4:39:55, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2284, top5_acc: 0.4466, loss_cls: 8.5759, loss: 8.5759 2025-08-04 14:32:31,365 - pyskl - INFO - Epoch [6][6400/7492] lr: 4.981e-02, eta: 7 days, 4:38:57, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2219, top5_acc: 0.4556, loss_cls: 8.5364, loss: 8.5364 2025-08-04 14:33:28,299 - pyskl - INFO - Epoch [6][6500/7492] lr: 4.981e-02, eta: 7 days, 4:37:44, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2250, top5_acc: 0.4475, loss_cls: 8.5311, loss: 8.5311 2025-08-04 14:34:24,750 - pyskl - INFO - Epoch [6][6600/7492] lr: 4.981e-02, eta: 7 days, 4:36:20, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.2181, top5_acc: 0.4572, loss_cls: 8.4375, loss: 8.4375 2025-08-04 14:35:22,906 - pyskl - INFO - Epoch [6][6700/7492] lr: 4.981e-02, eta: 7 days, 4:35:37, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2181, top5_acc: 0.4534, loss_cls: 8.5788, loss: 8.5788 2025-08-04 14:36:20,600 - pyskl - INFO - Epoch [6][6800/7492] lr: 4.981e-02, eta: 7 days, 4:34:43, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.2009, top5_acc: 0.4491, loss_cls: 8.5750, loss: 8.5750 2025-08-04 14:37:18,816 - pyskl - INFO - Epoch [6][6900/7492] lr: 4.981e-02, eta: 7 days, 4:34:02, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2156, top5_acc: 0.4581, loss_cls: 8.4406, loss: 8.4406 2025-08-04 14:38:16,614 - pyskl - INFO - Epoch [6][7000/7492] lr: 4.981e-02, eta: 7 days, 4:33:10, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2122, top5_acc: 0.4497, loss_cls: 8.5659, loss: 8.5659 2025-08-04 14:39:13,757 - pyskl - INFO - Epoch [6][7100/7492] lr: 4.981e-02, eta: 7 days, 4:32:03, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2181, top5_acc: 0.4500, loss_cls: 8.5438, loss: 8.5438 2025-08-04 14:40:11,347 - pyskl - INFO - Epoch [6][7200/7492] lr: 4.981e-02, eta: 7 days, 4:31:06, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2116, top5_acc: 0.4503, loss_cls: 8.5280, loss: 8.5280 2025-08-04 14:41:07,518 - pyskl - INFO - Epoch [6][7300/7492] lr: 4.980e-02, eta: 7 days, 4:29:35, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.2228, top5_acc: 0.4516, loss_cls: 8.5334, loss: 8.5334 2025-08-04 14:42:04,628 - pyskl - INFO - Epoch [6][7400/7492] lr: 4.980e-02, eta: 7 days, 4:28:27, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2097, top5_acc: 0.4359, loss_cls: 8.6267, loss: 8.6267 2025-08-04 14:42:59,104 - pyskl - INFO - Saving checkpoint at 6 epochs 2025-08-04 14:43:47,569 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 14:43:48,235 - pyskl - INFO - top1_acc 0.1846 top5_acc 0.4085 2025-08-04 14:43:48,235 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 14:43:48,277 - pyskl - INFO - mean_acc 0.1843 2025-08-04 14:43:48,342 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_4.pth was removed 2025-08-04 14:43:49,860 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_6.pth. 2025-08-04 14:43:49,861 - pyskl - INFO - Best top1_acc is 0.1846 at 6 epoch. 2025-08-04 14:43:49,874 - pyskl - INFO - Epoch(val) [6][617] top1_acc: 0.1846, top5_acc: 0.4085, mean_class_accuracy: 0.1843 2025-08-04 14:45:19,566 - pyskl - INFO - Epoch [7][100/7492] lr: 4.980e-02, eta: 7 days, 4:18:18, time: 0.897, data_time: 0.325, memory: 11062, top1_acc: 0.2219, top5_acc: 0.4722, loss_cls: 8.4658, loss: 8.4658 2025-08-04 14:46:18,134 - pyskl - INFO - Epoch [7][200/7492] lr: 4.980e-02, eta: 7 days, 4:17:46, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2278, top5_acc: 0.4547, loss_cls: 8.5240, loss: 8.5240 2025-08-04 14:47:16,133 - pyskl - INFO - Epoch [7][300/7492] lr: 4.980e-02, eta: 7 days, 4:17:01, time: 0.580, data_time: 0.000, memory: 11062, top1_acc: 0.2197, top5_acc: 0.4578, loss_cls: 8.5171, loss: 8.5171 2025-08-04 14:48:13,643 - pyskl - INFO - Epoch [7][400/7492] lr: 4.980e-02, eta: 7 days, 4:16:03, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2175, top5_acc: 0.4606, loss_cls: 8.5288, loss: 8.5288 2025-08-04 14:49:10,639 - pyskl - INFO - Epoch [7][500/7492] lr: 4.980e-02, eta: 7 days, 4:14:53, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2091, top5_acc: 0.4534, loss_cls: 8.5936, loss: 8.5936 2025-08-04 14:50:07,135 - pyskl - INFO - Epoch [7][600/7492] lr: 4.980e-02, eta: 7 days, 4:13:32, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.2156, top5_acc: 0.4406, loss_cls: 8.5941, loss: 8.5941 2025-08-04 14:51:03,540 - pyskl - INFO - Epoch [7][700/7492] lr: 4.980e-02, eta: 7 days, 4:12:09, time: 0.564, data_time: 0.000, memory: 11062, top1_acc: 0.2206, top5_acc: 0.4603, loss_cls: 8.4838, loss: 8.4838 2025-08-04 14:51:59,717 - pyskl - INFO - Epoch [7][800/7492] lr: 4.980e-02, eta: 7 days, 4:10:40, time: 0.562, data_time: 0.000, memory: 11062, top1_acc: 0.2256, top5_acc: 0.4559, loss_cls: 8.4592, loss: 8.4592 2025-08-04 14:52:56,739 - pyskl - INFO - Epoch [7][900/7492] lr: 4.979e-02, eta: 7 days, 4:09:31, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2288, top5_acc: 0.4659, loss_cls: 8.4791, loss: 8.4791 2025-08-04 14:53:53,892 - pyskl - INFO - Epoch [7][1000/7492] lr: 4.979e-02, eta: 7 days, 4:08:26, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2269, top5_acc: 0.4575, loss_cls: 8.4812, loss: 8.4812 2025-08-04 14:54:51,427 - pyskl - INFO - Epoch [7][1100/7492] lr: 4.979e-02, eta: 7 days, 4:07:29, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2184, top5_acc: 0.4547, loss_cls: 8.5106, loss: 8.5106 2025-08-04 14:55:48,879 - pyskl - INFO - Epoch [7][1200/7492] lr: 4.979e-02, eta: 7 days, 4:06:31, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2250, top5_acc: 0.4612, loss_cls: 8.4660, loss: 8.4660 2025-08-04 14:56:46,088 - pyskl - INFO - Epoch [7][1300/7492] lr: 4.979e-02, eta: 7 days, 4:05:27, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2222, top5_acc: 0.4475, loss_cls: 8.5695, loss: 8.5695 2025-08-04 14:57:44,398 - pyskl - INFO - Epoch [7][1400/7492] lr: 4.979e-02, eta: 7 days, 4:04:48, time: 0.583, data_time: 0.000, memory: 11062, top1_acc: 0.2178, top5_acc: 0.4550, loss_cls: 8.5588, loss: 8.5588 2025-08-04 14:58:42,195 - pyskl - INFO - Epoch [7][1500/7492] lr: 4.979e-02, eta: 7 days, 4:03:57, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2191, top5_acc: 0.4459, loss_cls: 8.5819, loss: 8.5819 2025-08-04 14:59:40,149 - pyskl - INFO - Epoch [7][1600/7492] lr: 4.979e-02, eta: 7 days, 4:03:10, time: 0.580, data_time: 0.000, memory: 11062, top1_acc: 0.2191, top5_acc: 0.4606, loss_cls: 8.5556, loss: 8.5556 2025-08-04 15:00:37,309 - pyskl - INFO - Epoch [7][1700/7492] lr: 4.979e-02, eta: 7 days, 4:02:05, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2125, top5_acc: 0.4491, loss_cls: 8.6903, loss: 8.6903 2025-08-04 15:01:35,121 - pyskl - INFO - Epoch [7][1800/7492] lr: 4.979e-02, eta: 7 days, 4:01:15, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2128, top5_acc: 0.4519, loss_cls: 8.5135, loss: 8.5135 2025-08-04 15:02:32,394 - pyskl - INFO - Epoch [7][1900/7492] lr: 4.979e-02, eta: 7 days, 4:00:12, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2275, top5_acc: 0.4716, loss_cls: 8.4773, loss: 8.4773 2025-08-04 15:03:28,806 - pyskl - INFO - Epoch [7][2000/7492] lr: 4.978e-02, eta: 7 days, 3:58:50, time: 0.564, data_time: 0.000, memory: 11062, top1_acc: 0.2178, top5_acc: 0.4637, loss_cls: 8.4382, loss: 8.4382 2025-08-04 15:04:26,251 - pyskl - INFO - Epoch [7][2100/7492] lr: 4.978e-02, eta: 7 days, 3:57:51, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2184, top5_acc: 0.4637, loss_cls: 8.5222, loss: 8.5222 2025-08-04 15:05:23,921 - pyskl - INFO - Epoch [7][2200/7492] lr: 4.978e-02, eta: 7 days, 3:56:58, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.2084, top5_acc: 0.4459, loss_cls: 8.5769, loss: 8.5769 2025-08-04 15:06:20,930 - pyskl - INFO - Epoch [7][2300/7492] lr: 4.978e-02, eta: 7 days, 3:55:49, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2191, top5_acc: 0.4569, loss_cls: 8.5365, loss: 8.5365 2025-08-04 15:07:18,800 - pyskl - INFO - Epoch [7][2400/7492] lr: 4.978e-02, eta: 7 days, 3:55:00, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.2066, top5_acc: 0.4459, loss_cls: 8.6496, loss: 8.6496 2025-08-04 15:08:15,537 - pyskl - INFO - Epoch [7][2500/7492] lr: 4.978e-02, eta: 7 days, 3:53:45, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2272, top5_acc: 0.4594, loss_cls: 8.4725, loss: 8.4725 2025-08-04 15:09:11,878 - pyskl - INFO - Epoch [7][2600/7492] lr: 4.978e-02, eta: 7 days, 3:52:22, time: 0.563, data_time: 0.000, memory: 11062, top1_acc: 0.2153, top5_acc: 0.4641, loss_cls: 8.4894, loss: 8.4894 2025-08-04 15:10:08,341 - pyskl - INFO - Epoch [7][2700/7492] lr: 4.978e-02, eta: 7 days, 3:51:01, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.2216, top5_acc: 0.4594, loss_cls: 8.5448, loss: 8.5448 2025-08-04 15:11:05,880 - pyskl - INFO - Epoch [7][2800/7492] lr: 4.978e-02, eta: 7 days, 3:50:05, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2200, top5_acc: 0.4481, loss_cls: 8.5569, loss: 8.5569 2025-08-04 15:12:02,882 - pyskl - INFO - Epoch [7][2900/7492] lr: 4.978e-02, eta: 7 days, 3:48:56, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2316, top5_acc: 0.4763, loss_cls: 8.4247, loss: 8.4247 2025-08-04 15:13:00,276 - pyskl - INFO - Epoch [7][3000/7492] lr: 4.978e-02, eta: 7 days, 3:47:57, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2191, top5_acc: 0.4444, loss_cls: 8.4879, loss: 8.4879 2025-08-04 15:13:56,824 - pyskl - INFO - Epoch [7][3100/7492] lr: 4.977e-02, eta: 7 days, 3:46:38, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.2309, top5_acc: 0.4591, loss_cls: 8.4774, loss: 8.4774 2025-08-04 15:14:54,934 - pyskl - INFO - Epoch [7][3200/7492] lr: 4.977e-02, eta: 7 days, 3:45:55, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2231, top5_acc: 0.4587, loss_cls: 8.4675, loss: 8.4675 2025-08-04 15:15:53,041 - pyskl - INFO - Epoch [7][3300/7492] lr: 4.977e-02, eta: 7 days, 3:45:11, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2219, top5_acc: 0.4616, loss_cls: 8.4999, loss: 8.4999 2025-08-04 15:16:51,267 - pyskl - INFO - Epoch [7][3400/7492] lr: 4.977e-02, eta: 7 days, 3:44:30, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2159, top5_acc: 0.4547, loss_cls: 8.5470, loss: 8.5470 2025-08-04 15:17:49,402 - pyskl - INFO - Epoch [7][3500/7492] lr: 4.977e-02, eta: 7 days, 3:43:47, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2175, top5_acc: 0.4484, loss_cls: 8.5593, loss: 8.5593 2025-08-04 15:18:47,119 - pyskl - INFO - Epoch [7][3600/7492] lr: 4.977e-02, eta: 7 days, 3:42:54, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.2056, top5_acc: 0.4491, loss_cls: 8.5993, loss: 8.5993 2025-08-04 15:19:45,761 - pyskl - INFO - Epoch [7][3700/7492] lr: 4.977e-02, eta: 7 days, 3:42:22, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2263, top5_acc: 0.4606, loss_cls: 8.5231, loss: 8.5231 2025-08-04 15:20:42,412 - pyskl - INFO - Epoch [7][3800/7492] lr: 4.977e-02, eta: 7 days, 3:41:06, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2153, top5_acc: 0.4562, loss_cls: 8.5071, loss: 8.5071 2025-08-04 15:21:39,863 - pyskl - INFO - Epoch [7][3900/7492] lr: 4.977e-02, eta: 7 days, 3:40:08, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2175, top5_acc: 0.4425, loss_cls: 8.6375, loss: 8.6375 2025-08-04 15:22:37,020 - pyskl - INFO - Epoch [7][4000/7492] lr: 4.977e-02, eta: 7 days, 3:39:03, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2263, top5_acc: 0.4662, loss_cls: 8.4322, loss: 8.4322 2025-08-04 15:23:34,101 - pyskl - INFO - Epoch [7][4100/7492] lr: 4.977e-02, eta: 7 days, 3:37:56, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2169, top5_acc: 0.4587, loss_cls: 8.5322, loss: 8.5322 2025-08-04 15:24:31,230 - pyskl - INFO - Epoch [7][4200/7492] lr: 4.976e-02, eta: 7 days, 3:36:51, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2228, top5_acc: 0.4731, loss_cls: 8.4656, loss: 8.4656 2025-08-04 15:25:27,645 - pyskl - INFO - Epoch [7][4300/7492] lr: 4.976e-02, eta: 7 days, 3:35:30, time: 0.564, data_time: 0.000, memory: 11062, top1_acc: 0.2141, top5_acc: 0.4512, loss_cls: 8.5311, loss: 8.5311 2025-08-04 15:26:24,640 - pyskl - INFO - Epoch [7][4400/7492] lr: 4.976e-02, eta: 7 days, 3:34:22, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2238, top5_acc: 0.4656, loss_cls: 8.4687, loss: 8.4687 2025-08-04 15:27:21,826 - pyskl - INFO - Epoch [7][4500/7492] lr: 4.976e-02, eta: 7 days, 3:33:18, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2175, top5_acc: 0.4569, loss_cls: 8.5919, loss: 8.5919 2025-08-04 15:28:18,581 - pyskl - INFO - Epoch [7][4600/7492] lr: 4.976e-02, eta: 7 days, 3:32:04, time: 0.568, data_time: 0.000, memory: 11062, top1_acc: 0.2147, top5_acc: 0.4531, loss_cls: 8.4842, loss: 8.4842 2025-08-04 15:29:15,004 - pyskl - INFO - Epoch [7][4700/7492] lr: 4.976e-02, eta: 7 days, 3:30:44, time: 0.564, data_time: 0.000, memory: 11062, top1_acc: 0.2303, top5_acc: 0.4641, loss_cls: 8.3601, loss: 8.3601 2025-08-04 15:30:11,726 - pyskl - INFO - Epoch [7][4800/7492] lr: 4.976e-02, eta: 7 days, 3:29:30, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2238, top5_acc: 0.4566, loss_cls: 8.4780, loss: 8.4780 2025-08-04 15:31:08,940 - pyskl - INFO - Epoch [7][4900/7492] lr: 4.976e-02, eta: 7 days, 3:28:27, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2206, top5_acc: 0.4544, loss_cls: 8.5752, loss: 8.5752 2025-08-04 15:32:07,954 - pyskl - INFO - Epoch [7][5000/7492] lr: 4.976e-02, eta: 7 days, 3:28:02, time: 0.590, data_time: 0.000, memory: 11062, top1_acc: 0.2338, top5_acc: 0.4713, loss_cls: 8.4269, loss: 8.4269 2025-08-04 15:33:05,066 - pyskl - INFO - Epoch [7][5100/7492] lr: 4.976e-02, eta: 7 days, 3:26:57, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2234, top5_acc: 0.4684, loss_cls: 8.4452, loss: 8.4452 2025-08-04 15:34:01,905 - pyskl - INFO - Epoch [7][5200/7492] lr: 4.975e-02, eta: 7 days, 3:25:45, time: 0.568, data_time: 0.000, memory: 11062, top1_acc: 0.2253, top5_acc: 0.4641, loss_cls: 8.3999, loss: 8.3999 2025-08-04 15:34:59,147 - pyskl - INFO - Epoch [7][5300/7492] lr: 4.975e-02, eta: 7 days, 3:24:43, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2197, top5_acc: 0.4569, loss_cls: 8.5001, loss: 8.5001 2025-08-04 15:35:56,641 - pyskl - INFO - Epoch [7][5400/7492] lr: 4.975e-02, eta: 7 days, 3:23:46, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2225, top5_acc: 0.4516, loss_cls: 8.5333, loss: 8.5333 2025-08-04 15:36:54,948 - pyskl - INFO - Epoch [7][5500/7492] lr: 4.975e-02, eta: 7 days, 3:23:06, time: 0.583, data_time: 0.000, memory: 11062, top1_acc: 0.2194, top5_acc: 0.4578, loss_cls: 8.5015, loss: 8.5015 2025-08-04 15:37:52,985 - pyskl - INFO - Epoch [7][5600/7492] lr: 4.975e-02, eta: 7 days, 3:22:20, time: 0.580, data_time: 0.000, memory: 11062, top1_acc: 0.2328, top5_acc: 0.4691, loss_cls: 8.4483, loss: 8.4483 2025-08-04 15:38:50,793 - pyskl - INFO - Epoch [7][5700/7492] lr: 4.975e-02, eta: 7 days, 3:21:29, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2253, top5_acc: 0.4587, loss_cls: 8.4749, loss: 8.4749 2025-08-04 15:39:48,301 - pyskl - INFO - Epoch [7][5800/7492] lr: 4.975e-02, eta: 7 days, 3:20:32, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2222, top5_acc: 0.4531, loss_cls: 8.4966, loss: 8.4966 2025-08-04 15:40:46,459 - pyskl - INFO - Epoch [7][5900/7492] lr: 4.975e-02, eta: 7 days, 3:19:49, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2194, top5_acc: 0.4481, loss_cls: 8.5349, loss: 8.5349 2025-08-04 15:41:43,542 - pyskl - INFO - Epoch [7][6000/7492] lr: 4.975e-02, eta: 7 days, 3:18:43, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2259, top5_acc: 0.4481, loss_cls: 8.5079, loss: 8.5079 2025-08-04 15:42:40,535 - pyskl - INFO - Epoch [7][6100/7492] lr: 4.975e-02, eta: 7 days, 3:17:35, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2184, top5_acc: 0.4391, loss_cls: 8.5748, loss: 8.5748 2025-08-04 15:43:36,969 - pyskl - INFO - Epoch [7][6200/7492] lr: 4.974e-02, eta: 7 days, 3:16:16, time: 0.564, data_time: 0.000, memory: 11062, top1_acc: 0.2147, top5_acc: 0.4537, loss_cls: 8.5011, loss: 8.5011 2025-08-04 15:44:33,962 - pyskl - INFO - Epoch [7][6300/7492] lr: 4.974e-02, eta: 7 days, 3:15:08, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2203, top5_acc: 0.4541, loss_cls: 8.5496, loss: 8.5496 2025-08-04 15:45:30,437 - pyskl - INFO - Epoch [7][6400/7492] lr: 4.974e-02, eta: 7 days, 3:13:49, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.2162, top5_acc: 0.4550, loss_cls: 8.5550, loss: 8.5550 2025-08-04 15:46:27,265 - pyskl - INFO - Epoch [7][6500/7492] lr: 4.974e-02, eta: 7 days, 3:12:38, time: 0.568, data_time: 0.000, memory: 11062, top1_acc: 0.2309, top5_acc: 0.4606, loss_cls: 8.4719, loss: 8.4719 2025-08-04 15:47:24,908 - pyskl - INFO - Epoch [7][6600/7492] lr: 4.974e-02, eta: 7 days, 3:11:44, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2247, top5_acc: 0.4603, loss_cls: 8.4960, loss: 8.4960 2025-08-04 15:48:21,656 - pyskl - INFO - Epoch [7][6700/7492] lr: 4.974e-02, eta: 7 days, 3:10:32, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2288, top5_acc: 0.4578, loss_cls: 8.3829, loss: 8.3829 2025-08-04 15:49:19,496 - pyskl - INFO - Epoch [7][6800/7492] lr: 4.974e-02, eta: 7 days, 3:09:42, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2303, top5_acc: 0.4641, loss_cls: 8.4878, loss: 8.4878 2025-08-04 15:50:17,390 - pyskl - INFO - Epoch [7][6900/7492] lr: 4.974e-02, eta: 7 days, 3:08:53, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.2316, top5_acc: 0.4738, loss_cls: 8.4052, loss: 8.4052 2025-08-04 15:51:15,505 - pyskl - INFO - Epoch [7][7000/7492] lr: 4.974e-02, eta: 7 days, 3:08:09, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2369, top5_acc: 0.4600, loss_cls: 8.5355, loss: 8.5355 2025-08-04 15:52:12,436 - pyskl - INFO - Epoch [7][7100/7492] lr: 4.974e-02, eta: 7 days, 3:07:00, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2291, top5_acc: 0.4566, loss_cls: 8.5059, loss: 8.5059 2025-08-04 15:53:09,919 - pyskl - INFO - Epoch [7][7200/7492] lr: 4.973e-02, eta: 7 days, 3:06:02, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2316, top5_acc: 0.4650, loss_cls: 8.4819, loss: 8.4819 2025-08-04 15:54:06,617 - pyskl - INFO - Epoch [7][7300/7492] lr: 4.973e-02, eta: 7 days, 3:04:49, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2200, top5_acc: 0.4625, loss_cls: 8.5699, loss: 8.5699 2025-08-04 15:55:05,010 - pyskl - INFO - Epoch [7][7400/7492] lr: 4.973e-02, eta: 7 days, 3:04:10, time: 0.584, data_time: 0.000, memory: 11062, top1_acc: 0.2159, top5_acc: 0.4491, loss_cls: 8.4784, loss: 8.4784 2025-08-04 15:55:58,617 - pyskl - INFO - Saving checkpoint at 7 epochs 2025-08-04 15:56:48,626 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 15:56:49,365 - pyskl - INFO - top1_acc 0.1829 top5_acc 0.4055 2025-08-04 15:56:49,365 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 15:56:49,411 - pyskl - INFO - mean_acc 0.1827 2025-08-04 15:56:49,424 - pyskl - INFO - Epoch(val) [7][617] top1_acc: 0.1829, top5_acc: 0.4055, mean_class_accuracy: 0.1827 2025-08-04 15:58:20,209 - pyskl - INFO - Epoch [8][100/7492] lr: 4.973e-02, eta: 7 days, 2:55:41, time: 0.908, data_time: 0.333, memory: 11062, top1_acc: 0.2216, top5_acc: 0.4600, loss_cls: 8.4983, loss: 8.4983 2025-08-04 15:59:17,620 - pyskl - INFO - Epoch [8][200/7492] lr: 4.973e-02, eta: 7 days, 2:54:42, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2297, top5_acc: 0.4703, loss_cls: 8.4705, loss: 8.4705 2025-08-04 16:00:15,759 - pyskl - INFO - Epoch [8][300/7492] lr: 4.973e-02, eta: 7 days, 2:53:59, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2309, top5_acc: 0.4825, loss_cls: 8.3924, loss: 8.3924 2025-08-04 16:01:14,333 - pyskl - INFO - Epoch [8][400/7492] lr: 4.973e-02, eta: 7 days, 2:53:25, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2353, top5_acc: 0.4531, loss_cls: 8.5057, loss: 8.5057 2025-08-04 16:02:13,304 - pyskl - INFO - Epoch [8][500/7492] lr: 4.973e-02, eta: 7 days, 2:52:58, time: 0.590, data_time: 0.000, memory: 11062, top1_acc: 0.2228, top5_acc: 0.4616, loss_cls: 8.5147, loss: 8.5147 2025-08-04 16:03:10,742 - pyskl - INFO - Epoch [8][600/7492] lr: 4.973e-02, eta: 7 days, 2:52:00, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 8.5108, loss: 8.5108 2025-08-04 16:04:07,487 - pyskl - INFO - Epoch [8][700/7492] lr: 4.972e-02, eta: 7 days, 2:50:49, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2219, top5_acc: 0.4722, loss_cls: 8.4567, loss: 8.4567 2025-08-04 16:05:03,911 - pyskl - INFO - Epoch [8][800/7492] lr: 4.972e-02, eta: 7 days, 2:49:31, time: 0.564, data_time: 0.000, memory: 11062, top1_acc: 0.2334, top5_acc: 0.4628, loss_cls: 8.5249, loss: 8.5249 2025-08-04 16:06:00,829 - pyskl - INFO - Epoch [8][900/7492] lr: 4.972e-02, eta: 7 days, 2:48:23, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2062, top5_acc: 0.4437, loss_cls: 8.5780, loss: 8.5780 2025-08-04 16:06:58,053 - pyskl - INFO - Epoch [8][1000/7492] lr: 4.972e-02, eta: 7 days, 2:47:21, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2275, top5_acc: 0.4722, loss_cls: 8.4100, loss: 8.4100 2025-08-04 16:07:55,438 - pyskl - INFO - Epoch [8][1100/7492] lr: 4.972e-02, eta: 7 days, 2:46:22, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2194, top5_acc: 0.4578, loss_cls: 8.4173, loss: 8.4173 2025-08-04 16:08:52,270 - pyskl - INFO - Epoch [8][1200/7492] lr: 4.972e-02, eta: 7 days, 2:45:13, time: 0.568, data_time: 0.000, memory: 11062, top1_acc: 0.2266, top5_acc: 0.4631, loss_cls: 8.4267, loss: 8.4267 2025-08-04 16:09:49,250 - pyskl - INFO - Epoch [8][1300/7492] lr: 4.972e-02, eta: 7 days, 2:44:06, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2241, top5_acc: 0.4528, loss_cls: 8.5035, loss: 8.5035 2025-08-04 16:10:47,498 - pyskl - INFO - Epoch [8][1400/7492] lr: 4.972e-02, eta: 7 days, 2:43:25, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2344, top5_acc: 0.4644, loss_cls: 8.4937, loss: 8.4937 2025-08-04 16:11:44,736 - pyskl - INFO - Epoch [8][1500/7492] lr: 4.972e-02, eta: 7 days, 2:42:23, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2213, top5_acc: 0.4556, loss_cls: 8.4837, loss: 8.4837 2025-08-04 16:12:42,881 - pyskl - INFO - Epoch [8][1600/7492] lr: 4.972e-02, eta: 7 days, 2:41:40, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2087, top5_acc: 0.4475, loss_cls: 8.5734, loss: 8.5734 2025-08-04 16:13:39,858 - pyskl - INFO - Epoch [8][1700/7492] lr: 4.971e-02, eta: 7 days, 2:40:33, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2316, top5_acc: 0.4506, loss_cls: 8.4234, loss: 8.4234 2025-08-04 16:14:36,871 - pyskl - INFO - Epoch [8][1800/7492] lr: 4.971e-02, eta: 7 days, 2:39:27, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2334, top5_acc: 0.4741, loss_cls: 8.4327, loss: 8.4327 2025-08-04 16:15:33,899 - pyskl - INFO - Epoch [8][1900/7492] lr: 4.971e-02, eta: 7 days, 2:38:21, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2341, top5_acc: 0.4666, loss_cls: 8.4296, loss: 8.4296 2025-08-04 16:16:31,739 - pyskl - INFO - Epoch [8][2000/7492] lr: 4.971e-02, eta: 7 days, 2:37:32, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2250, top5_acc: 0.4569, loss_cls: 8.5185, loss: 8.5185 2025-08-04 16:17:29,526 - pyskl - INFO - Epoch [8][2100/7492] lr: 4.971e-02, eta: 7 days, 2:36:41, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2306, top5_acc: 0.4741, loss_cls: 8.4277, loss: 8.4277 2025-08-04 16:18:28,233 - pyskl - INFO - Epoch [8][2200/7492] lr: 4.971e-02, eta: 7 days, 2:36:08, time: 0.587, data_time: 0.000, memory: 11062, top1_acc: 0.2300, top5_acc: 0.4644, loss_cls: 8.4666, loss: 8.4666 2025-08-04 16:19:26,200 - pyskl - INFO - Epoch [8][2300/7492] lr: 4.971e-02, eta: 7 days, 2:35:21, time: 0.580, data_time: 0.000, memory: 11062, top1_acc: 0.2225, top5_acc: 0.4672, loss_cls: 8.4617, loss: 8.4617 2025-08-04 16:20:24,261 - pyskl - INFO - Epoch [8][2400/7492] lr: 4.971e-02, eta: 7 days, 2:34:36, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2266, top5_acc: 0.4659, loss_cls: 8.5543, loss: 8.5543 2025-08-04 16:21:22,801 - pyskl - INFO - Epoch [8][2500/7492] lr: 4.971e-02, eta: 7 days, 2:33:59, time: 0.585, data_time: 0.000, memory: 11062, top1_acc: 0.2381, top5_acc: 0.4747, loss_cls: 8.4121, loss: 8.4121 2025-08-04 16:22:20,286 - pyskl - INFO - Epoch [8][2600/7492] lr: 4.970e-02, eta: 7 days, 2:33:03, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2197, top5_acc: 0.4600, loss_cls: 8.4358, loss: 8.4358 2025-08-04 16:23:18,508 - pyskl - INFO - Epoch [8][2700/7492] lr: 4.970e-02, eta: 7 days, 2:32:20, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2263, top5_acc: 0.4628, loss_cls: 8.4169, loss: 8.4169 2025-08-04 16:24:16,315 - pyskl - INFO - Epoch [8][2800/7492] lr: 4.970e-02, eta: 7 days, 2:31:30, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2244, top5_acc: 0.4681, loss_cls: 8.4533, loss: 8.4533 2025-08-04 16:25:13,588 - pyskl - INFO - Epoch [8][2900/7492] lr: 4.970e-02, eta: 7 days, 2:30:29, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2191, top5_acc: 0.4562, loss_cls: 8.5379, loss: 8.5379 2025-08-04 16:26:10,586 - pyskl - INFO - Epoch [8][3000/7492] lr: 4.970e-02, eta: 7 days, 2:29:23, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2316, top5_acc: 0.4625, loss_cls: 8.3651, loss: 8.3651 2025-08-04 16:27:07,219 - pyskl - INFO - Epoch [8][3100/7492] lr: 4.970e-02, eta: 7 days, 2:28:09, time: 0.566, data_time: 0.000, memory: 11062, top1_acc: 0.2284, top5_acc: 0.4697, loss_cls: 8.4462, loss: 8.4462 2025-08-04 16:28:03,923 - pyskl - INFO - Epoch [8][3200/7492] lr: 4.970e-02, eta: 7 days, 2:26:58, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2225, top5_acc: 0.4666, loss_cls: 8.4281, loss: 8.4281 2025-08-04 16:29:01,862 - pyskl - INFO - Epoch [8][3300/7492] lr: 4.970e-02, eta: 7 days, 2:26:10, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.2203, top5_acc: 0.4675, loss_cls: 8.4629, loss: 8.4629 2025-08-04 16:29:58,926 - pyskl - INFO - Epoch [8][3400/7492] lr: 4.970e-02, eta: 7 days, 2:25:05, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2272, top5_acc: 0.4672, loss_cls: 8.4511, loss: 8.4511 2025-08-04 16:30:56,370 - pyskl - INFO - Epoch [8][3500/7492] lr: 4.969e-02, eta: 7 days, 2:24:07, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2266, top5_acc: 0.4634, loss_cls: 8.4741, loss: 8.4741 2025-08-04 16:31:53,103 - pyskl - INFO - Epoch [8][3600/7492] lr: 4.969e-02, eta: 7 days, 2:22:56, time: 0.567, data_time: 0.000, memory: 11062, top1_acc: 0.2150, top5_acc: 0.4484, loss_cls: 8.5657, loss: 8.5657 2025-08-04 16:32:50,168 - pyskl - INFO - Epoch [8][3700/7492] lr: 4.969e-02, eta: 7 days, 2:21:52, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2281, top5_acc: 0.4731, loss_cls: 8.4326, loss: 8.4326 2025-08-04 16:33:47,588 - pyskl - INFO - Epoch [8][3800/7492] lr: 4.969e-02, eta: 7 days, 2:20:54, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2216, top5_acc: 0.4600, loss_cls: 8.5336, loss: 8.5336 2025-08-04 16:34:45,230 - pyskl - INFO - Epoch [8][3900/7492] lr: 4.969e-02, eta: 7 days, 2:20:00, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2306, top5_acc: 0.4625, loss_cls: 8.4878, loss: 8.4878 2025-08-04 16:35:42,267 - pyskl - INFO - Epoch [8][4000/7492] lr: 4.969e-02, eta: 7 days, 2:18:55, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2288, top5_acc: 0.4637, loss_cls: 8.4415, loss: 8.4415 2025-08-04 16:36:39,024 - pyskl - INFO - Epoch [8][4100/7492] lr: 4.969e-02, eta: 7 days, 2:17:44, time: 0.568, data_time: 0.000, memory: 11062, top1_acc: 0.2303, top5_acc: 0.4728, loss_cls: 8.5168, loss: 8.5168 2025-08-04 16:37:36,005 - pyskl - INFO - Epoch [8][4200/7492] lr: 4.969e-02, eta: 7 days, 2:16:38, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2159, top5_acc: 0.4612, loss_cls: 8.4912, loss: 8.4912 2025-08-04 16:38:33,905 - pyskl - INFO - Epoch [8][4300/7492] lr: 4.969e-02, eta: 7 days, 2:15:49, time: 0.579, data_time: 0.000, memory: 11062, top1_acc: 0.2294, top5_acc: 0.4669, loss_cls: 8.4641, loss: 8.4641 2025-08-04 16:39:30,399 - pyskl - INFO - Epoch [8][4400/7492] lr: 4.969e-02, eta: 7 days, 2:14:34, time: 0.565, data_time: 0.000, memory: 11062, top1_acc: 0.2344, top5_acc: 0.4544, loss_cls: 8.5383, loss: 8.5383 2025-08-04 16:40:26,659 - pyskl - INFO - Epoch [8][4500/7492] lr: 4.968e-02, eta: 7 days, 2:13:14, time: 0.563, data_time: 0.000, memory: 11062, top1_acc: 0.2269, top5_acc: 0.4763, loss_cls: 8.4373, loss: 8.4373 2025-08-04 16:41:23,827 - pyskl - INFO - Epoch [8][4600/7492] lr: 4.968e-02, eta: 7 days, 2:12:12, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2272, top5_acc: 0.4653, loss_cls: 8.4507, loss: 8.4507 2025-08-04 16:42:21,229 - pyskl - INFO - Epoch [8][4700/7492] lr: 4.968e-02, eta: 7 days, 2:11:14, time: 0.574, data_time: 0.000, memory: 11062, top1_acc: 0.2266, top5_acc: 0.4644, loss_cls: 8.4753, loss: 8.4753 2025-08-04 16:43:19,041 - pyskl - INFO - Epoch [8][4800/7492] lr: 4.968e-02, eta: 7 days, 2:10:23, time: 0.578, data_time: 0.000, memory: 11062, top1_acc: 0.2303, top5_acc: 0.4684, loss_cls: 8.4198, loss: 8.4198 2025-08-04 16:44:17,294 - pyskl - INFO - Epoch [8][4900/7492] lr: 4.968e-02, eta: 7 days, 2:09:41, time: 0.583, data_time: 0.000, memory: 11062, top1_acc: 0.2344, top5_acc: 0.4619, loss_cls: 8.4150, loss: 8.4150 2025-08-04 16:45:14,885 - pyskl - INFO - Epoch [8][5000/7492] lr: 4.968e-02, eta: 7 days, 2:08:46, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2172, top5_acc: 0.4556, loss_cls: 8.5629, loss: 8.5629 2025-08-04 16:46:13,058 - pyskl - INFO - Epoch [8][5100/7492] lr: 4.968e-02, eta: 7 days, 2:08:02, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2313, top5_acc: 0.4609, loss_cls: 8.5045, loss: 8.5045 2025-08-04 16:47:10,186 - pyskl - INFO - Epoch [8][5200/7492] lr: 4.968e-02, eta: 7 days, 2:06:59, time: 0.571, data_time: 0.000, memory: 11062, top1_acc: 0.2294, top5_acc: 0.4709, loss_cls: 8.4620, loss: 8.4620 2025-08-04 16:48:07,461 - pyskl - INFO - Epoch [8][5300/7492] lr: 4.967e-02, eta: 7 days, 2:05:59, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2241, top5_acc: 0.4781, loss_cls: 8.4421, loss: 8.4421 2025-08-04 16:49:04,327 - pyskl - INFO - Epoch [8][5400/7492] lr: 4.967e-02, eta: 7 days, 2:04:51, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2366, top5_acc: 0.4553, loss_cls: 8.4784, loss: 8.4784 2025-08-04 16:50:01,590 - pyskl - INFO - Epoch [8][5500/7492] lr: 4.967e-02, eta: 7 days, 2:03:50, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2247, top5_acc: 0.4578, loss_cls: 8.4926, loss: 8.4926 2025-08-04 16:50:59,717 - pyskl - INFO - Epoch [8][5600/7492] lr: 4.967e-02, eta: 7 days, 2:03:05, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2309, top5_acc: 0.4688, loss_cls: 8.3991, loss: 8.3991 2025-08-04 16:51:57,922 - pyskl - INFO - Epoch [8][5700/7492] lr: 4.967e-02, eta: 7 days, 2:02:22, time: 0.582, data_time: 0.000, memory: 11062, top1_acc: 0.2341, top5_acc: 0.4597, loss_cls: 8.4320, loss: 8.4320 2025-08-04 16:52:55,432 - pyskl - INFO - Epoch [8][5800/7492] lr: 4.967e-02, eta: 7 days, 2:01:25, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2256, top5_acc: 0.4662, loss_cls: 8.4213, loss: 8.4213 2025-08-04 16:53:54,159 - pyskl - INFO - Epoch [8][5900/7492] lr: 4.967e-02, eta: 7 days, 2:00:51, time: 0.587, data_time: 0.000, memory: 11062, top1_acc: 0.2288, top5_acc: 0.4725, loss_cls: 8.4236, loss: 8.4236 2025-08-04 16:54:51,357 - pyskl - INFO - Epoch [8][6000/7492] lr: 4.967e-02, eta: 7 days, 1:59:49, time: 0.572, data_time: 0.000, memory: 11062, top1_acc: 0.2306, top5_acc: 0.4609, loss_cls: 8.4698, loss: 8.4698 2025-08-04 16:55:48,827 - pyskl - INFO - Epoch [8][6100/7492] lr: 4.967e-02, eta: 7 days, 1:58:52, time: 0.575, data_time: 0.000, memory: 11062, top1_acc: 0.2275, top5_acc: 0.4722, loss_cls: 8.4358, loss: 8.4358 2025-08-04 16:56:45,843 - pyskl - INFO - Epoch [8][6200/7492] lr: 4.966e-02, eta: 7 days, 1:57:47, time: 0.570, data_time: 0.000, memory: 11062, top1_acc: 0.2241, top5_acc: 0.4516, loss_cls: 8.5010, loss: 8.5010 2025-08-04 16:57:42,701 - pyskl - INFO - Epoch [8][6300/7492] lr: 4.966e-02, eta: 7 days, 1:56:39, time: 0.569, data_time: 0.000, memory: 11062, top1_acc: 0.2247, top5_acc: 0.4594, loss_cls: 8.5012, loss: 8.5012 2025-08-04 16:58:41,021 - pyskl - INFO - Epoch [8][6400/7492] lr: 4.966e-02, eta: 7 days, 1:55:57, time: 0.583, data_time: 0.000, memory: 11062, top1_acc: 0.2391, top5_acc: 0.4688, loss_cls: 8.3711, loss: 8.3711 2025-08-04 16:59:38,285 - pyskl - INFO - Epoch [8][6500/7492] lr: 4.966e-02, eta: 7 days, 1:54:57, time: 0.573, data_time: 0.000, memory: 11062, top1_acc: 0.2278, top5_acc: 0.4625, loss_cls: 8.4138, loss: 8.4138 2025-08-04 17:00:35,929 - pyskl - INFO - Epoch [8][6600/7492] lr: 4.966e-02, eta: 7 days, 1:54:03, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2462, top5_acc: 0.4838, loss_cls: 8.3394, loss: 8.3394 2025-08-04 17:01:33,988 - pyskl - INFO - Epoch [8][6700/7492] lr: 4.966e-02, eta: 7 days, 1:53:16, time: 0.581, data_time: 0.000, memory: 11062, top1_acc: 0.2259, top5_acc: 0.4487, loss_cls: 8.5115, loss: 8.5115 2025-08-04 17:02:32,604 - pyskl - INFO - Epoch [8][6800/7492] lr: 4.966e-02, eta: 7 days, 1:52:40, time: 0.586, data_time: 0.000, memory: 11062, top1_acc: 0.2194, top5_acc: 0.4656, loss_cls: 8.4612, loss: 8.4612 2025-08-04 17:03:31,140 - pyskl - INFO - Epoch [8][6900/7492] lr: 4.966e-02, eta: 7 days, 1:52:02, time: 0.585, data_time: 0.000, memory: 11062, top1_acc: 0.2087, top5_acc: 0.4556, loss_cls: 8.6241, loss: 8.6241 2025-08-04 17:04:29,975 - pyskl - INFO - Epoch [8][7000/7492] lr: 4.966e-02, eta: 7 days, 1:51:29, time: 0.588, data_time: 0.000, memory: 11062, top1_acc: 0.2159, top5_acc: 0.4425, loss_cls: 8.5858, loss: 8.5858 2025-08-04 17:05:28,683 - pyskl - INFO - Epoch [8][7100/7492] lr: 4.965e-02, eta: 7 days, 1:50:54, time: 0.587, data_time: 0.000, memory: 11062, top1_acc: 0.2325, top5_acc: 0.4738, loss_cls: 8.4219, loss: 8.4219 2025-08-04 17:06:27,007 - pyskl - INFO - Epoch [8][7200/7492] lr: 4.965e-02, eta: 7 days, 1:50:12, time: 0.583, data_time: 0.000, memory: 11062, top1_acc: 0.2294, top5_acc: 0.4716, loss_cls: 8.4299, loss: 8.4299 2025-08-04 17:07:24,603 - pyskl - INFO - Epoch [8][7300/7492] lr: 4.965e-02, eta: 7 days, 1:49:18, time: 0.576, data_time: 0.000, memory: 11062, top1_acc: 0.2278, top5_acc: 0.4750, loss_cls: 8.3916, loss: 8.3916 2025-08-04 17:08:22,315 - pyskl - INFO - Epoch [8][7400/7492] lr: 4.965e-02, eta: 7 days, 1:48:25, time: 0.577, data_time: 0.000, memory: 11062, top1_acc: 0.2403, top5_acc: 0.4769, loss_cls: 8.3810, loss: 8.3810 2025-08-04 17:09:17,019 - pyskl - INFO - Saving checkpoint at 8 epochs 2025-08-04 17:10:05,966 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 17:10:06,628 - pyskl - INFO - top1_acc 0.1797 top5_acc 0.3964 2025-08-04 17:10:06,629 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 17:10:06,677 - pyskl - INFO - mean_acc 0.1796 2025-08-04 17:10:06,692 - pyskl - INFO - Epoch(val) [8][617] top1_acc: 0.1797, top5_acc: 0.3964, mean_class_accuracy: 0.1796 2025-08-04 17:11:37,173 - pyskl - INFO - Epoch [9][100/7492] lr: 4.965e-02, eta: 7 days, 1:40:43, time: 0.905, data_time: 0.335, memory: 11064, top1_acc: 0.2341, top5_acc: 0.4813, loss_cls: 8.4118, loss: 8.4118 2025-08-04 17:12:35,179 - pyskl - INFO - Epoch [9][200/7492] lr: 4.965e-02, eta: 7 days, 1:39:56, time: 0.580, data_time: 0.000, memory: 11064, top1_acc: 0.2259, top5_acc: 0.4763, loss_cls: 8.2983, loss: 8.2983 2025-08-04 17:13:33,504 - pyskl - INFO - Epoch [9][300/7492] lr: 4.965e-02, eta: 7 days, 1:39:14, time: 0.583, data_time: 0.000, memory: 11064, top1_acc: 0.2197, top5_acc: 0.4631, loss_cls: 8.5477, loss: 8.5477 2025-08-04 17:14:31,382 - pyskl - INFO - Epoch [9][400/7492] lr: 4.965e-02, eta: 7 days, 1:38:24, time: 0.579, data_time: 0.000, memory: 11064, top1_acc: 0.2434, top5_acc: 0.4822, loss_cls: 8.3287, loss: 8.3287 2025-08-04 17:15:29,019 - pyskl - INFO - Epoch [9][500/7492] lr: 4.964e-02, eta: 7 days, 1:37:31, time: 0.576, data_time: 0.000, memory: 11064, top1_acc: 0.2300, top5_acc: 0.4669, loss_cls: 8.4754, loss: 8.4754 2025-08-04 17:16:26,129 - pyskl - INFO - Epoch [9][600/7492] lr: 4.964e-02, eta: 7 days, 1:36:28, time: 0.571, data_time: 0.000, memory: 11064, top1_acc: 0.2372, top5_acc: 0.4941, loss_cls: 8.3476, loss: 8.3476 2025-08-04 17:17:22,602 - pyskl - INFO - Epoch [9][700/7492] lr: 4.964e-02, eta: 7 days, 1:35:14, time: 0.565, data_time: 0.000, memory: 11064, top1_acc: 0.2288, top5_acc: 0.4647, loss_cls: 8.4538, loss: 8.4538 2025-08-04 17:18:19,459 - pyskl - INFO - Epoch [9][800/7492] lr: 4.964e-02, eta: 7 days, 1:34:06, time: 0.569, data_time: 0.000, memory: 11064, top1_acc: 0.2253, top5_acc: 0.4709, loss_cls: 8.3412, loss: 8.3412 2025-08-04 17:19:15,944 - pyskl - INFO - Epoch [9][900/7492] lr: 4.964e-02, eta: 7 days, 1:32:52, time: 0.565, data_time: 0.000, memory: 11064, top1_acc: 0.2403, top5_acc: 0.4722, loss_cls: 8.4072, loss: 8.4072 2025-08-04 17:20:12,721 - pyskl - INFO - Epoch [9][1000/7492] lr: 4.964e-02, eta: 7 days, 1:31:44, time: 0.568, data_time: 0.000, memory: 11064, top1_acc: 0.2394, top5_acc: 0.4875, loss_cls: 8.2905, loss: 8.2905 2025-08-04 17:21:09,241 - pyskl - INFO - Epoch [9][1100/7492] lr: 4.964e-02, eta: 7 days, 1:30:31, time: 0.565, data_time: 0.000, memory: 11064, top1_acc: 0.2306, top5_acc: 0.4738, loss_cls: 8.3958, loss: 8.3958 2025-08-04 17:22:06,752 - pyskl - INFO - Epoch [9][1200/7492] lr: 4.964e-02, eta: 7 days, 1:29:35, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2288, top5_acc: 0.4694, loss_cls: 8.4364, loss: 8.4364 2025-08-04 17:23:03,915 - pyskl - INFO - Epoch [9][1300/7492] lr: 4.963e-02, eta: 7 days, 1:28:33, time: 0.572, data_time: 0.000, memory: 11064, top1_acc: 0.2188, top5_acc: 0.4731, loss_cls: 8.4806, loss: 8.4806 2025-08-04 17:24:01,478 - pyskl - INFO - Epoch [9][1400/7492] lr: 4.963e-02, eta: 7 days, 1:27:38, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2366, top5_acc: 0.4678, loss_cls: 8.4371, loss: 8.4371 2025-08-04 17:24:59,301 - pyskl - INFO - Epoch [9][1500/7492] lr: 4.963e-02, eta: 7 days, 1:26:48, time: 0.578, data_time: 0.000, memory: 11064, top1_acc: 0.2284, top5_acc: 0.4750, loss_cls: 8.4547, loss: 8.4547 2025-08-04 17:25:55,806 - pyskl - INFO - Epoch [9][1600/7492] lr: 4.963e-02, eta: 7 days, 1:25:34, time: 0.565, data_time: 0.000, memory: 11064, top1_acc: 0.2166, top5_acc: 0.4525, loss_cls: 8.4884, loss: 8.4884 2025-08-04 17:26:52,609 - pyskl - INFO - Epoch [9][1700/7492] lr: 4.963e-02, eta: 7 days, 1:24:26, time: 0.568, data_time: 0.000, memory: 11064, top1_acc: 0.2231, top5_acc: 0.4725, loss_cls: 8.4323, loss: 8.4323 2025-08-04 17:27:50,116 - pyskl - INFO - Epoch [9][1800/7492] lr: 4.963e-02, eta: 7 days, 1:23:30, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2284, top5_acc: 0.4716, loss_cls: 8.4276, loss: 8.4276 2025-08-04 17:28:48,379 - pyskl - INFO - Epoch [9][1900/7492] lr: 4.963e-02, eta: 7 days, 1:22:47, time: 0.583, data_time: 0.000, memory: 11064, top1_acc: 0.2238, top5_acc: 0.4675, loss_cls: 8.4506, loss: 8.4506 2025-08-04 17:29:46,185 - pyskl - INFO - Epoch [9][2000/7492] lr: 4.963e-02, eta: 7 days, 1:21:57, time: 0.578, data_time: 0.000, memory: 11064, top1_acc: 0.2284, top5_acc: 0.4703, loss_cls: 8.3934, loss: 8.3934 2025-08-04 17:30:43,272 - pyskl - INFO - Epoch [9][2100/7492] lr: 4.963e-02, eta: 7 days, 1:20:54, time: 0.571, data_time: 0.000, memory: 11064, top1_acc: 0.2172, top5_acc: 0.4709, loss_cls: 8.4953, loss: 8.4953 2025-08-04 17:31:39,959 - pyskl - INFO - Epoch [9][2200/7492] lr: 4.962e-02, eta: 7 days, 1:19:44, time: 0.567, data_time: 0.000, memory: 11064, top1_acc: 0.2347, top5_acc: 0.4697, loss_cls: 8.4469, loss: 8.4469 2025-08-04 17:32:37,681 - pyskl - INFO - Epoch [9][2300/7492] lr: 4.962e-02, eta: 7 days, 1:18:51, time: 0.577, data_time: 0.000, memory: 11064, top1_acc: 0.2303, top5_acc: 0.4512, loss_cls: 8.4826, loss: 8.4826 2025-08-04 17:33:35,031 - pyskl - INFO - Epoch [9][2400/7492] lr: 4.962e-02, eta: 7 days, 1:17:53, time: 0.573, data_time: 0.000, memory: 11064, top1_acc: 0.2313, top5_acc: 0.4653, loss_cls: 8.4989, loss: 8.4989 2025-08-04 17:34:32,504 - pyskl - INFO - Epoch [9][2500/7492] lr: 4.962e-02, eta: 7 days, 1:16:56, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2238, top5_acc: 0.4706, loss_cls: 8.4569, loss: 8.4569 2025-08-04 17:35:30,349 - pyskl - INFO - Epoch [9][2600/7492] lr: 4.962e-02, eta: 7 days, 1:16:06, time: 0.578, data_time: 0.000, memory: 11064, top1_acc: 0.2366, top5_acc: 0.4694, loss_cls: 8.3918, loss: 8.3918 2025-08-04 17:36:27,954 - pyskl - INFO - Epoch [9][2700/7492] lr: 4.962e-02, eta: 7 days, 1:15:12, time: 0.576, data_time: 0.000, memory: 11064, top1_acc: 0.2269, top5_acc: 0.4578, loss_cls: 8.4998, loss: 8.4998 2025-08-04 17:37:26,549 - pyskl - INFO - Epoch [9][2800/7492] lr: 4.962e-02, eta: 7 days, 1:14:34, time: 0.586, data_time: 0.000, memory: 11064, top1_acc: 0.2194, top5_acc: 0.4584, loss_cls: 8.5162, loss: 8.5162 2025-08-04 17:38:24,394 - pyskl - INFO - Epoch [9][2900/7492] lr: 4.962e-02, eta: 7 days, 1:13:44, time: 0.578, data_time: 0.000, memory: 11064, top1_acc: 0.2203, top5_acc: 0.4500, loss_cls: 8.5658, loss: 8.5658 2025-08-04 17:39:20,752 - pyskl - INFO - Epoch [9][3000/7492] lr: 4.961e-02, eta: 7 days, 1:12:29, time: 0.564, data_time: 0.000, memory: 11064, top1_acc: 0.2166, top5_acc: 0.4694, loss_cls: 8.5226, loss: 8.5226 2025-08-04 17:40:18,417 - pyskl - INFO - Epoch [9][3100/7492] lr: 4.961e-02, eta: 7 days, 1:11:35, time: 0.577, data_time: 0.000, memory: 11064, top1_acc: 0.2166, top5_acc: 0.4622, loss_cls: 8.4601, loss: 8.4601 2025-08-04 17:41:15,515 - pyskl - INFO - Epoch [9][3200/7492] lr: 4.961e-02, eta: 7 days, 1:10:32, time: 0.571, data_time: 0.000, memory: 11064, top1_acc: 0.2422, top5_acc: 0.4825, loss_cls: 8.3292, loss: 8.3292 2025-08-04 17:42:12,908 - pyskl - INFO - Epoch [9][3300/7492] lr: 4.961e-02, eta: 7 days, 1:09:35, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2209, top5_acc: 0.4641, loss_cls: 8.4207, loss: 8.4207 2025-08-04 17:43:10,184 - pyskl - INFO - Epoch [9][3400/7492] lr: 4.961e-02, eta: 7 days, 1:08:35, time: 0.573, data_time: 0.000, memory: 11064, top1_acc: 0.2294, top5_acc: 0.4722, loss_cls: 8.4818, loss: 8.4818 2025-08-04 17:44:08,213 - pyskl - INFO - Epoch [9][3500/7492] lr: 4.961e-02, eta: 7 days, 1:07:47, time: 0.580, data_time: 0.000, memory: 11064, top1_acc: 0.2300, top5_acc: 0.4694, loss_cls: 8.4454, loss: 8.4454 2025-08-04 17:45:06,150 - pyskl - INFO - Epoch [9][3600/7492] lr: 4.961e-02, eta: 7 days, 1:06:59, time: 0.579, data_time: 0.000, memory: 11064, top1_acc: 0.2356, top5_acc: 0.4713, loss_cls: 8.4300, loss: 8.4300 2025-08-04 17:46:05,379 - pyskl - INFO - Epoch [9][3700/7492] lr: 4.961e-02, eta: 7 days, 1:06:31, time: 0.592, data_time: 0.000, memory: 11064, top1_acc: 0.2272, top5_acc: 0.4734, loss_cls: 8.4354, loss: 8.4354 2025-08-04 17:47:03,454 - pyskl - INFO - Epoch [9][3800/7492] lr: 4.960e-02, eta: 7 days, 1:05:45, time: 0.581, data_time: 0.000, memory: 11064, top1_acc: 0.2366, top5_acc: 0.4694, loss_cls: 8.3418, loss: 8.3418 2025-08-04 17:48:02,137 - pyskl - INFO - Epoch [9][3900/7492] lr: 4.960e-02, eta: 7 days, 1:05:08, time: 0.587, data_time: 0.000, memory: 11064, top1_acc: 0.2213, top5_acc: 0.4662, loss_cls: 8.4828, loss: 8.4828 2025-08-04 17:48:59,090 - pyskl - INFO - Epoch [9][4000/7492] lr: 4.960e-02, eta: 7 days, 1:04:03, time: 0.570, data_time: 0.000, memory: 11064, top1_acc: 0.2325, top5_acc: 0.4666, loss_cls: 8.4360, loss: 8.4360 2025-08-04 17:49:55,800 - pyskl - INFO - Epoch [9][4100/7492] lr: 4.960e-02, eta: 7 days, 1:02:54, time: 0.567, data_time: 0.000, memory: 11064, top1_acc: 0.2288, top5_acc: 0.4700, loss_cls: 8.4513, loss: 8.4513 2025-08-04 17:50:53,303 - pyskl - INFO - Epoch [9][4200/7492] lr: 4.960e-02, eta: 7 days, 1:01:57, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2300, top5_acc: 0.4641, loss_cls: 8.4165, loss: 8.4165 2025-08-04 17:51:50,545 - pyskl - INFO - Epoch [9][4300/7492] lr: 4.960e-02, eta: 7 days, 1:00:57, time: 0.572, data_time: 0.000, memory: 11064, top1_acc: 0.2334, top5_acc: 0.4594, loss_cls: 8.4495, loss: 8.4495 2025-08-04 17:52:47,508 - pyskl - INFO - Epoch [9][4400/7492] lr: 4.960e-02, eta: 7 days, 0:59:52, time: 0.570, data_time: 0.000, memory: 11064, top1_acc: 0.2328, top5_acc: 0.4769, loss_cls: 8.4011, loss: 8.4011 2025-08-04 17:53:44,494 - pyskl - INFO - Epoch [9][4500/7492] lr: 4.960e-02, eta: 7 days, 0:58:47, time: 0.570, data_time: 0.000, memory: 11064, top1_acc: 0.2247, top5_acc: 0.4531, loss_cls: 8.3937, loss: 8.3937 2025-08-04 17:54:41,842 - pyskl - INFO - Epoch [9][4600/7492] lr: 4.959e-02, eta: 7 days, 0:57:49, time: 0.573, data_time: 0.000, memory: 11064, top1_acc: 0.2384, top5_acc: 0.4788, loss_cls: 8.4245, loss: 8.4245 2025-08-04 17:55:38,811 - pyskl - INFO - Epoch [9][4700/7492] lr: 4.959e-02, eta: 7 days, 0:56:44, time: 0.570, data_time: 0.000, memory: 11064, top1_acc: 0.2256, top5_acc: 0.4487, loss_cls: 8.4823, loss: 8.4823 2025-08-04 17:56:37,402 - pyskl - INFO - Epoch [9][4800/7492] lr: 4.959e-02, eta: 7 days, 0:56:05, time: 0.586, data_time: 0.000, memory: 11064, top1_acc: 0.2369, top5_acc: 0.4756, loss_cls: 8.4075, loss: 8.4075 2025-08-04 17:57:33,878 - pyskl - INFO - Epoch [9][4900/7492] lr: 4.959e-02, eta: 7 days, 0:54:52, time: 0.565, data_time: 0.000, memory: 11064, top1_acc: 0.2378, top5_acc: 0.4628, loss_cls: 8.4282, loss: 8.4282 2025-08-04 17:58:31,869 - pyskl - INFO - Epoch [9][5000/7492] lr: 4.959e-02, eta: 7 days, 0:54:04, time: 0.580, data_time: 0.000, memory: 11064, top1_acc: 0.2344, top5_acc: 0.4731, loss_cls: 8.3506, loss: 8.3506 2025-08-04 17:59:30,170 - pyskl - INFO - Epoch [9][5100/7492] lr: 4.959e-02, eta: 7 days, 0:53:21, time: 0.583, data_time: 0.000, memory: 11064, top1_acc: 0.2366, top5_acc: 0.4656, loss_cls: 8.3495, loss: 8.3495 2025-08-04 18:00:27,672 - pyskl - INFO - Epoch [9][5200/7492] lr: 4.959e-02, eta: 7 days, 0:52:25, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2356, top5_acc: 0.4716, loss_cls: 8.4107, loss: 8.4107 2025-08-04 18:01:24,873 - pyskl - INFO - Epoch [9][5300/7492] lr: 4.959e-02, eta: 7 days, 0:51:24, time: 0.572, data_time: 0.000, memory: 11064, top1_acc: 0.2322, top5_acc: 0.4631, loss_cls: 8.4618, loss: 8.4618 2025-08-04 18:02:22,370 - pyskl - INFO - Epoch [9][5400/7492] lr: 4.958e-02, eta: 7 days, 0:50:28, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2275, top5_acc: 0.4603, loss_cls: 8.3708, loss: 8.3708 2025-08-04 18:03:18,885 - pyskl - INFO - Epoch [9][5500/7492] lr: 4.958e-02, eta: 7 days, 0:49:15, time: 0.565, data_time: 0.000, memory: 11064, top1_acc: 0.2172, top5_acc: 0.4581, loss_cls: 8.5145, loss: 8.5145 2025-08-04 18:04:15,862 - pyskl - INFO - Epoch [9][5600/7492] lr: 4.958e-02, eta: 7 days, 0:48:11, time: 0.570, data_time: 0.000, memory: 11064, top1_acc: 0.2238, top5_acc: 0.4703, loss_cls: 8.4998, loss: 8.4998 2025-08-04 18:05:12,963 - pyskl - INFO - Epoch [9][5700/7492] lr: 4.958e-02, eta: 7 days, 0:47:08, time: 0.571, data_time: 0.000, memory: 11064, top1_acc: 0.2228, top5_acc: 0.4606, loss_cls: 8.4592, loss: 8.4592 2025-08-04 18:06:11,029 - pyskl - INFO - Epoch [9][5800/7492] lr: 4.958e-02, eta: 7 days, 0:46:21, time: 0.581, data_time: 0.000, memory: 11064, top1_acc: 0.2250, top5_acc: 0.4756, loss_cls: 8.4258, loss: 8.4258 2025-08-04 18:07:09,157 - pyskl - INFO - Epoch [9][5900/7492] lr: 4.958e-02, eta: 7 days, 0:45:35, time: 0.581, data_time: 0.000, memory: 11064, top1_acc: 0.2288, top5_acc: 0.4631, loss_cls: 8.4440, loss: 8.4440 2025-08-04 18:08:07,411 - pyskl - INFO - Epoch [9][6000/7492] lr: 4.958e-02, eta: 7 days, 0:44:51, time: 0.583, data_time: 0.000, memory: 11064, top1_acc: 0.2278, top5_acc: 0.4622, loss_cls: 8.4349, loss: 8.4349 2025-08-04 18:09:06,060 - pyskl - INFO - Epoch [9][6100/7492] lr: 4.958e-02, eta: 7 days, 0:44:13, time: 0.586, data_time: 0.000, memory: 11064, top1_acc: 0.2153, top5_acc: 0.4559, loss_cls: 8.5137, loss: 8.5137 2025-08-04 18:10:03,201 - pyskl - INFO - Epoch [9][6200/7492] lr: 4.957e-02, eta: 7 days, 0:43:11, time: 0.571, data_time: 0.000, memory: 11064, top1_acc: 0.2309, top5_acc: 0.4763, loss_cls: 8.4319, loss: 8.4319 2025-08-04 18:11:00,798 - pyskl - INFO - Epoch [9][6300/7492] lr: 4.957e-02, eta: 7 days, 0:42:16, time: 0.576, data_time: 0.000, memory: 11064, top1_acc: 0.2275, top5_acc: 0.4734, loss_cls: 8.4367, loss: 8.4367 2025-08-04 18:11:58,233 - pyskl - INFO - Epoch [9][6400/7492] lr: 4.957e-02, eta: 7 days, 0:41:19, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2394, top5_acc: 0.4819, loss_cls: 8.3812, loss: 8.3812 2025-08-04 18:12:54,467 - pyskl - INFO - Epoch [9][6500/7492] lr: 4.957e-02, eta: 7 days, 0:40:02, time: 0.562, data_time: 0.000, memory: 11064, top1_acc: 0.2322, top5_acc: 0.4709, loss_cls: 8.3931, loss: 8.3931 2025-08-04 18:13:51,608 - pyskl - INFO - Epoch [9][6600/7492] lr: 4.957e-02, eta: 7 days, 0:39:00, time: 0.571, data_time: 0.000, memory: 11064, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 8.4056, loss: 8.4056 2025-08-04 18:14:48,924 - pyskl - INFO - Epoch [9][6700/7492] lr: 4.957e-02, eta: 7 days, 0:38:01, time: 0.573, data_time: 0.000, memory: 11064, top1_acc: 0.2384, top5_acc: 0.4656, loss_cls: 8.4145, loss: 8.4145 2025-08-04 18:15:45,506 - pyskl - INFO - Epoch [9][6800/7492] lr: 4.957e-02, eta: 7 days, 0:36:50, time: 0.566, data_time: 0.000, memory: 11064, top1_acc: 0.2200, top5_acc: 0.4650, loss_cls: 8.5305, loss: 8.5305 2025-08-04 18:16:41,880 - pyskl - INFO - Epoch [9][6900/7492] lr: 4.956e-02, eta: 7 days, 0:35:36, time: 0.564, data_time: 0.000, memory: 11064, top1_acc: 0.2306, top5_acc: 0.4822, loss_cls: 8.3776, loss: 8.3776 2025-08-04 18:17:38,973 - pyskl - INFO - Epoch [9][7000/7492] lr: 4.956e-02, eta: 7 days, 0:34:34, time: 0.571, data_time: 0.000, memory: 11064, top1_acc: 0.2444, top5_acc: 0.4831, loss_cls: 8.2965, loss: 8.2965 2025-08-04 18:18:36,501 - pyskl - INFO - Epoch [9][7100/7492] lr: 4.956e-02, eta: 7 days, 0:33:38, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2309, top5_acc: 0.4738, loss_cls: 8.4514, loss: 8.4514 2025-08-04 18:19:33,420 - pyskl - INFO - Epoch [9][7200/7492] lr: 4.956e-02, eta: 7 days, 0:32:33, time: 0.569, data_time: 0.000, memory: 11064, top1_acc: 0.2213, top5_acc: 0.4753, loss_cls: 8.3969, loss: 8.3969 2025-08-04 18:20:32,078 - pyskl - INFO - Epoch [9][7300/7492] lr: 4.956e-02, eta: 7 days, 0:31:55, time: 0.587, data_time: 0.000, memory: 11064, top1_acc: 0.2381, top5_acc: 0.4647, loss_cls: 8.3978, loss: 8.3978 2025-08-04 18:21:29,623 - pyskl - INFO - Epoch [9][7400/7492] lr: 4.956e-02, eta: 7 days, 0:30:59, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2347, top5_acc: 0.4666, loss_cls: 8.3976, loss: 8.3976 2025-08-04 18:22:23,219 - pyskl - INFO - Saving checkpoint at 9 epochs 2025-08-04 18:23:12,212 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 18:23:12,872 - pyskl - INFO - top1_acc 0.1904 top5_acc 0.4131 2025-08-04 18:23:12,872 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 18:23:12,927 - pyskl - INFO - mean_acc 0.1902 2025-08-04 18:23:12,994 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_6.pth was removed 2025-08-04 18:23:14,521 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_9.pth. 2025-08-04 18:23:14,522 - pyskl - INFO - Best top1_acc is 0.1904 at 9 epoch. 2025-08-04 18:23:14,541 - pyskl - INFO - Epoch(val) [9][617] top1_acc: 0.1904, top5_acc: 0.4131, mean_class_accuracy: 0.1902 2025-08-04 18:24:44,048 - pyskl - INFO - Epoch [10][100/7492] lr: 4.956e-02, eta: 7 days, 0:23:44, time: 0.895, data_time: 0.328, memory: 11064, top1_acc: 0.2338, top5_acc: 0.4719, loss_cls: 8.4318, loss: 8.4318 2025-08-04 18:25:41,514 - pyskl - INFO - Epoch [10][200/7492] lr: 4.955e-02, eta: 7 days, 0:22:48, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2434, top5_acc: 0.4781, loss_cls: 8.4046, loss: 8.4046 2025-08-04 18:26:38,477 - pyskl - INFO - Epoch [10][300/7492] lr: 4.955e-02, eta: 7 days, 0:21:44, time: 0.570, data_time: 0.000, memory: 11064, top1_acc: 0.2416, top5_acc: 0.4863, loss_cls: 8.2764, loss: 8.2764 2025-08-04 18:27:36,055 - pyskl - INFO - Epoch [10][400/7492] lr: 4.955e-02, eta: 7 days, 0:20:49, time: 0.576, data_time: 0.000, memory: 11064, top1_acc: 0.2391, top5_acc: 0.4788, loss_cls: 8.4208, loss: 8.4208 2025-08-04 18:28:33,700 - pyskl - INFO - Epoch [10][500/7492] lr: 4.955e-02, eta: 7 days, 0:19:56, time: 0.576, data_time: 0.000, memory: 11064, top1_acc: 0.2412, top5_acc: 0.4700, loss_cls: 8.3980, loss: 8.3980 2025-08-04 18:29:32,199 - pyskl - INFO - Epoch [10][600/7492] lr: 4.955e-02, eta: 7 days, 0:19:15, time: 0.585, data_time: 0.000, memory: 11064, top1_acc: 0.2316, top5_acc: 0.4753, loss_cls: 8.3940, loss: 8.3940 2025-08-04 18:30:29,874 - pyskl - INFO - Epoch [10][700/7492] lr: 4.955e-02, eta: 7 days, 0:18:22, time: 0.577, data_time: 0.000, memory: 11064, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 8.3853, loss: 8.3853 2025-08-04 18:31:26,877 - pyskl - INFO - Epoch [10][800/7492] lr: 4.955e-02, eta: 7 days, 0:17:19, time: 0.570, data_time: 0.000, memory: 11064, top1_acc: 0.2272, top5_acc: 0.4631, loss_cls: 8.4467, loss: 8.4467 2025-08-04 18:32:24,055 - pyskl - INFO - Epoch [10][900/7492] lr: 4.955e-02, eta: 7 days, 0:16:18, time: 0.572, data_time: 0.000, memory: 11064, top1_acc: 0.2425, top5_acc: 0.4925, loss_cls: 8.3032, loss: 8.3032 2025-08-04 18:33:20,933 - pyskl - INFO - Epoch [10][1000/7492] lr: 4.954e-02, eta: 7 days, 0:15:13, time: 0.569, data_time: 0.000, memory: 11064, top1_acc: 0.2300, top5_acc: 0.4713, loss_cls: 8.3869, loss: 8.3869 2025-08-04 18:34:18,555 - pyskl - INFO - Epoch [10][1100/7492] lr: 4.954e-02, eta: 7 days, 0:14:19, time: 0.576, data_time: 0.000, memory: 11064, top1_acc: 0.2303, top5_acc: 0.4722, loss_cls: 8.3672, loss: 8.3672 2025-08-04 18:35:15,938 - pyskl - INFO - Epoch [10][1200/7492] lr: 4.954e-02, eta: 7 days, 0:13:21, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2250, top5_acc: 0.4741, loss_cls: 8.3931, loss: 8.3931 2025-08-04 18:36:14,326 - pyskl - INFO - Epoch [10][1300/7492] lr: 4.954e-02, eta: 7 days, 0:12:39, time: 0.584, data_time: 0.000, memory: 11064, top1_acc: 0.2362, top5_acc: 0.4747, loss_cls: 8.4340, loss: 8.4340 2025-08-04 18:37:11,703 - pyskl - INFO - Epoch [10][1400/7492] lr: 4.954e-02, eta: 7 days, 0:11:41, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2353, top5_acc: 0.4747, loss_cls: 8.4136, loss: 8.4136 2025-08-04 18:38:08,558 - pyskl - INFO - Epoch [10][1500/7492] lr: 4.954e-02, eta: 7 days, 0:10:36, time: 0.569, data_time: 0.000, memory: 11064, top1_acc: 0.2222, top5_acc: 0.4628, loss_cls: 8.3551, loss: 8.3551 2025-08-04 18:39:05,280 - pyskl - INFO - Epoch [10][1600/7492] lr: 4.954e-02, eta: 7 days, 0:09:28, time: 0.567, data_time: 0.000, memory: 11064, top1_acc: 0.2469, top5_acc: 0.4722, loss_cls: 8.4255, loss: 8.4255 2025-08-04 18:40:03,050 - pyskl - INFO - Epoch [10][1700/7492] lr: 4.953e-02, eta: 7 days, 0:08:37, time: 0.578, data_time: 0.000, memory: 11064, top1_acc: 0.2494, top5_acc: 0.4913, loss_cls: 8.2434, loss: 8.2434 2025-08-04 18:40:59,542 - pyskl - INFO - Epoch [10][1800/7492] lr: 4.953e-02, eta: 7 days, 0:07:25, time: 0.565, data_time: 0.000, memory: 11064, top1_acc: 0.2291, top5_acc: 0.4775, loss_cls: 8.4583, loss: 8.4583 2025-08-04 18:41:57,478 - pyskl - INFO - Epoch [10][1900/7492] lr: 4.953e-02, eta: 7 days, 0:06:36, time: 0.579, data_time: 0.000, memory: 11064, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 8.5082, loss: 8.5082 2025-08-04 18:42:54,829 - pyskl - INFO - Epoch [10][2000/7492] lr: 4.953e-02, eta: 7 days, 0:05:38, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2313, top5_acc: 0.4781, loss_cls: 8.4238, loss: 8.4238 2025-08-04 18:43:51,742 - pyskl - INFO - Epoch [10][2100/7492] lr: 4.953e-02, eta: 7 days, 0:04:33, time: 0.569, data_time: 0.000, memory: 11064, top1_acc: 0.2394, top5_acc: 0.4666, loss_cls: 8.3638, loss: 8.3638 2025-08-04 18:44:49,072 - pyskl - INFO - Epoch [10][2200/7492] lr: 4.953e-02, eta: 7 days, 0:03:35, time: 0.573, data_time: 0.000, memory: 11064, top1_acc: 0.2263, top5_acc: 0.4728, loss_cls: 8.5101, loss: 8.5101 2025-08-04 18:45:45,281 - pyskl - INFO - Epoch [10][2300/7492] lr: 4.953e-02, eta: 7 days, 0:02:20, time: 0.562, data_time: 0.000, memory: 11064, top1_acc: 0.2428, top5_acc: 0.4719, loss_cls: 8.3698, loss: 8.3698 2025-08-04 18:46:41,631 - pyskl - INFO - Epoch [10][2400/7492] lr: 4.953e-02, eta: 7 days, 0:01:07, time: 0.563, data_time: 0.000, memory: 11064, top1_acc: 0.2250, top5_acc: 0.4609, loss_cls: 8.4824, loss: 8.4824 2025-08-04 18:47:37,877 - pyskl - INFO - Epoch [10][2500/7492] lr: 4.952e-02, eta: 6 days, 23:59:52, time: 0.562, data_time: 0.000, memory: 11064, top1_acc: 0.2269, top5_acc: 0.4747, loss_cls: 8.4308, loss: 8.4308 2025-08-04 18:48:34,578 - pyskl - INFO - Epoch [10][2600/7492] lr: 4.952e-02, eta: 6 days, 23:58:44, time: 0.567, data_time: 0.000, memory: 11064, top1_acc: 0.2372, top5_acc: 0.4791, loss_cls: 8.2759, loss: 8.2759 2025-08-04 18:49:31,278 - pyskl - INFO - Epoch [10][2700/7492] lr: 4.952e-02, eta: 6 days, 23:57:37, time: 0.567, data_time: 0.000, memory: 11064, top1_acc: 0.2225, top5_acc: 0.4566, loss_cls: 8.5300, loss: 8.5300 2025-08-04 18:50:29,012 - pyskl - INFO - Epoch [10][2800/7492] lr: 4.952e-02, eta: 6 days, 23:56:44, time: 0.577, data_time: 0.000, memory: 11064, top1_acc: 0.2331, top5_acc: 0.4725, loss_cls: 8.3886, loss: 8.3886 2025-08-04 18:51:26,504 - pyskl - INFO - Epoch [10][2900/7492] lr: 4.952e-02, eta: 6 days, 23:55:49, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2313, top5_acc: 0.4666, loss_cls: 8.3738, loss: 8.3738 2025-08-04 18:52:24,685 - pyskl - INFO - Epoch [10][3000/7492] lr: 4.952e-02, eta: 6 days, 23:55:03, time: 0.582, data_time: 0.000, memory: 11064, top1_acc: 0.2288, top5_acc: 0.4537, loss_cls: 8.4513, loss: 8.4513 2025-08-04 18:53:22,088 - pyskl - INFO - Epoch [10][3100/7492] lr: 4.952e-02, eta: 6 days, 23:54:06, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2328, top5_acc: 0.4706, loss_cls: 8.3818, loss: 8.3818 2025-08-04 18:54:18,512 - pyskl - INFO - Epoch [10][3200/7492] lr: 4.951e-02, eta: 6 days, 23:52:54, time: 0.564, data_time: 0.000, memory: 11064, top1_acc: 0.2453, top5_acc: 0.4778, loss_cls: 8.4113, loss: 8.4113 2025-08-04 18:55:16,424 - pyskl - INFO - Epoch [10][3300/7492] lr: 4.951e-02, eta: 6 days, 23:52:05, time: 0.579, data_time: 0.000, memory: 11064, top1_acc: 0.2550, top5_acc: 0.4816, loss_cls: 8.2317, loss: 8.2317 2025-08-04 18:56:13,553 - pyskl - INFO - Epoch [10][3400/7492] lr: 4.951e-02, eta: 6 days, 23:51:03, time: 0.571, data_time: 0.000, memory: 11064, top1_acc: 0.2462, top5_acc: 0.4872, loss_cls: 8.3664, loss: 8.3664 2025-08-04 18:57:10,076 - pyskl - INFO - Epoch [10][3500/7492] lr: 4.951e-02, eta: 6 days, 23:49:53, time: 0.565, data_time: 0.000, memory: 11064, top1_acc: 0.2244, top5_acc: 0.4597, loss_cls: 8.5276, loss: 8.5276 2025-08-04 18:58:06,402 - pyskl - INFO - Epoch [10][3600/7492] lr: 4.951e-02, eta: 6 days, 23:48:40, time: 0.563, data_time: 0.000, memory: 11064, top1_acc: 0.2338, top5_acc: 0.4659, loss_cls: 8.3940, loss: 8.3940 2025-08-04 18:59:03,016 - pyskl - INFO - Epoch [10][3700/7492] lr: 4.951e-02, eta: 6 days, 23:47:31, time: 0.566, data_time: 0.000, memory: 11064, top1_acc: 0.2266, top5_acc: 0.4622, loss_cls: 8.4985, loss: 8.4985 2025-08-04 18:59:59,296 - pyskl - INFO - Epoch [10][3800/7492] lr: 4.951e-02, eta: 6 days, 23:46:18, time: 0.563, data_time: 0.000, memory: 11064, top1_acc: 0.2213, top5_acc: 0.4706, loss_cls: 8.4343, loss: 8.4343 2025-08-04 19:00:56,905 - pyskl - INFO - Epoch [10][3900/7492] lr: 4.950e-02, eta: 6 days, 23:45:24, time: 0.576, data_time: 0.000, memory: 11064, top1_acc: 0.2288, top5_acc: 0.4688, loss_cls: 8.4075, loss: 8.4075 2025-08-04 19:01:54,616 - pyskl - INFO - Epoch [10][4000/7492] lr: 4.950e-02, eta: 6 days, 23:44:31, time: 0.577, data_time: 0.000, memory: 11064, top1_acc: 0.2231, top5_acc: 0.4619, loss_cls: 8.3591, loss: 8.3591 2025-08-04 19:02:52,088 - pyskl - INFO - Epoch [10][4100/7492] lr: 4.950e-02, eta: 6 days, 23:43:35, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2278, top5_acc: 0.4719, loss_cls: 8.4409, loss: 8.4409 2025-08-04 19:03:49,846 - pyskl - INFO - Epoch [10][4200/7492] lr: 4.950e-02, eta: 6 days, 23:42:43, time: 0.578, data_time: 0.000, memory: 11064, top1_acc: 0.2263, top5_acc: 0.4731, loss_cls: 8.4222, loss: 8.4222 2025-08-04 19:04:47,124 - pyskl - INFO - Epoch [10][4300/7492] lr: 4.950e-02, eta: 6 days, 23:41:44, time: 0.573, data_time: 0.000, memory: 11064, top1_acc: 0.2456, top5_acc: 0.4825, loss_cls: 8.3332, loss: 8.3332 2025-08-04 19:05:44,372 - pyskl - INFO - Epoch [10][4400/7492] lr: 4.950e-02, eta: 6 days, 23:40:45, time: 0.572, data_time: 0.000, memory: 11064, top1_acc: 0.2353, top5_acc: 0.4691, loss_cls: 8.3528, loss: 8.3528 2025-08-04 19:06:41,746 - pyskl - INFO - Epoch [10][4500/7492] lr: 4.950e-02, eta: 6 days, 23:39:47, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2425, top5_acc: 0.4819, loss_cls: 8.4010, loss: 8.4010 2025-08-04 19:07:40,442 - pyskl - INFO - Epoch [10][4600/7492] lr: 4.949e-02, eta: 6 days, 23:39:09, time: 0.587, data_time: 0.000, memory: 11064, top1_acc: 0.2341, top5_acc: 0.4791, loss_cls: 8.4356, loss: 8.4356 2025-08-04 19:08:37,834 - pyskl - INFO - Epoch [10][4700/7492] lr: 4.949e-02, eta: 6 days, 23:38:12, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2416, top5_acc: 0.4713, loss_cls: 8.3768, loss: 8.3768 2025-08-04 19:09:34,836 - pyskl - INFO - Epoch [10][4800/7492] lr: 4.949e-02, eta: 6 days, 23:37:09, time: 0.570, data_time: 0.000, memory: 11064, top1_acc: 0.2334, top5_acc: 0.4716, loss_cls: 8.3666, loss: 8.3666 2025-08-04 19:10:31,817 - pyskl - INFO - Epoch [10][4900/7492] lr: 4.949e-02, eta: 6 days, 23:36:06, time: 0.570, data_time: 0.000, memory: 11064, top1_acc: 0.2406, top5_acc: 0.4791, loss_cls: 8.3764, loss: 8.3764 2025-08-04 19:11:30,411 - pyskl - INFO - Epoch [10][5000/7492] lr: 4.949e-02, eta: 6 days, 23:35:26, time: 0.586, data_time: 0.000, memory: 11064, top1_acc: 0.2334, top5_acc: 0.4847, loss_cls: 8.3936, loss: 8.3936 2025-08-04 19:12:28,861 - pyskl - INFO - Epoch [10][5100/7492] lr: 4.949e-02, eta: 6 days, 23:34:44, time: 0.585, data_time: 0.000, memory: 11064, top1_acc: 0.2491, top5_acc: 0.4872, loss_cls: 8.2539, loss: 8.2539 2025-08-04 19:13:26,323 - pyskl - INFO - Epoch [10][5200/7492] lr: 4.949e-02, eta: 6 days, 23:33:48, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2322, top5_acc: 0.4603, loss_cls: 8.4523, loss: 8.4523 2025-08-04 19:14:23,756 - pyskl - INFO - Epoch [10][5300/7492] lr: 4.949e-02, eta: 6 days, 23:32:51, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2294, top5_acc: 0.4753, loss_cls: 8.4736, loss: 8.4736 2025-08-04 19:15:20,039 - pyskl - INFO - Epoch [10][5400/7492] lr: 4.948e-02, eta: 6 days, 23:31:38, time: 0.563, data_time: 0.000, memory: 11064, top1_acc: 0.2381, top5_acc: 0.4766, loss_cls: 8.3929, loss: 8.3929 2025-08-04 19:16:17,287 - pyskl - INFO - Epoch [10][5500/7492] lr: 4.948e-02, eta: 6 days, 23:30:38, time: 0.572, data_time: 0.000, memory: 11064, top1_acc: 0.2250, top5_acc: 0.4550, loss_cls: 8.4421, loss: 8.4421 2025-08-04 19:17:13,489 - pyskl - INFO - Epoch [10][5600/7492] lr: 4.948e-02, eta: 6 days, 23:29:24, time: 0.562, data_time: 0.000, memory: 11064, top1_acc: 0.2288, top5_acc: 0.4709, loss_cls: 8.4814, loss: 8.4814 2025-08-04 19:18:10,343 - pyskl - INFO - Epoch [10][5700/7492] lr: 4.948e-02, eta: 6 days, 23:28:19, time: 0.569, data_time: 0.000, memory: 11064, top1_acc: 0.2334, top5_acc: 0.4641, loss_cls: 8.3883, loss: 8.3883 2025-08-04 19:19:08,624 - pyskl - INFO - Epoch [10][5800/7492] lr: 4.948e-02, eta: 6 days, 23:27:34, time: 0.583, data_time: 0.000, memory: 11064, top1_acc: 0.2316, top5_acc: 0.4650, loss_cls: 8.4253, loss: 8.4253 2025-08-04 19:20:05,982 - pyskl - INFO - Epoch [10][5900/7492] lr: 4.948e-02, eta: 6 days, 23:26:36, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2288, top5_acc: 0.4603, loss_cls: 8.5016, loss: 8.5016 2025-08-04 19:21:03,299 - pyskl - INFO - Epoch [10][6000/7492] lr: 4.948e-02, eta: 6 days, 23:25:38, time: 0.573, data_time: 0.000, memory: 11064, top1_acc: 0.2244, top5_acc: 0.4669, loss_cls: 8.4638, loss: 8.4638 2025-08-04 19:22:00,950 - pyskl - INFO - Epoch [10][6100/7492] lr: 4.947e-02, eta: 6 days, 23:24:45, time: 0.577, data_time: 0.000, memory: 11064, top1_acc: 0.2353, top5_acc: 0.4659, loss_cls: 8.3772, loss: 8.3772 2025-08-04 19:22:59,825 - pyskl - INFO - Epoch [10][6200/7492] lr: 4.947e-02, eta: 6 days, 23:24:08, time: 0.589, data_time: 0.000, memory: 11064, top1_acc: 0.2347, top5_acc: 0.4662, loss_cls: 8.3069, loss: 8.3069 2025-08-04 19:23:57,255 - pyskl - INFO - Epoch [10][6300/7492] lr: 4.947e-02, eta: 6 days, 23:23:12, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2272, top5_acc: 0.4838, loss_cls: 8.3490, loss: 8.3490 2025-08-04 19:24:54,158 - pyskl - INFO - Epoch [10][6400/7492] lr: 4.947e-02, eta: 6 days, 23:22:07, time: 0.569, data_time: 0.000, memory: 11064, top1_acc: 0.2259, top5_acc: 0.4587, loss_cls: 8.4646, loss: 8.4646 2025-08-04 19:25:51,042 - pyskl - INFO - Epoch [10][6500/7492] lr: 4.947e-02, eta: 6 days, 23:21:03, time: 0.569, data_time: 0.000, memory: 11064, top1_acc: 0.2381, top5_acc: 0.4691, loss_cls: 8.4153, loss: 8.4153 2025-08-04 19:26:48,282 - pyskl - INFO - Epoch [10][6600/7492] lr: 4.947e-02, eta: 6 days, 23:20:03, time: 0.572, data_time: 0.000, memory: 11064, top1_acc: 0.2256, top5_acc: 0.4669, loss_cls: 8.4456, loss: 8.4456 2025-08-04 19:27:45,135 - pyskl - INFO - Epoch [10][6700/7492] lr: 4.947e-02, eta: 6 days, 23:18:59, time: 0.569, data_time: 0.000, memory: 11064, top1_acc: 0.2306, top5_acc: 0.4731, loss_cls: 8.3897, loss: 8.3897 2025-08-04 19:28:41,978 - pyskl - INFO - Epoch [10][6800/7492] lr: 4.946e-02, eta: 6 days, 23:17:53, time: 0.568, data_time: 0.000, memory: 11064, top1_acc: 0.2528, top5_acc: 0.4950, loss_cls: 8.2351, loss: 8.2351 2025-08-04 19:29:39,358 - pyskl - INFO - Epoch [10][6900/7492] lr: 4.946e-02, eta: 6 days, 23:16:56, time: 0.574, data_time: 0.000, memory: 11064, top1_acc: 0.2384, top5_acc: 0.4691, loss_cls: 8.3929, loss: 8.3929 2025-08-04 19:30:37,599 - pyskl - INFO - Epoch [10][7000/7492] lr: 4.946e-02, eta: 6 days, 23:16:11, time: 0.582, data_time: 0.000, memory: 11064, top1_acc: 0.2466, top5_acc: 0.4897, loss_cls: 8.3574, loss: 8.3574 2025-08-04 19:31:35,714 - pyskl - INFO - Epoch [10][7100/7492] lr: 4.946e-02, eta: 6 days, 23:15:24, time: 0.581, data_time: 0.000, memory: 11064, top1_acc: 0.2269, top5_acc: 0.4703, loss_cls: 8.4768, loss: 8.4768 2025-08-04 19:32:34,380 - pyskl - INFO - Epoch [10][7200/7492] lr: 4.946e-02, eta: 6 days, 23:14:44, time: 0.587, data_time: 0.000, memory: 11064, top1_acc: 0.2338, top5_acc: 0.4662, loss_cls: 8.3657, loss: 8.3657 2025-08-04 19:33:32,956 - pyskl - INFO - Epoch [10][7300/7492] lr: 4.946e-02, eta: 6 days, 23:14:04, time: 0.586, data_time: 0.000, memory: 11064, top1_acc: 0.2391, top5_acc: 0.4641, loss_cls: 8.5397, loss: 8.5397 2025-08-04 19:34:30,423 - pyskl - INFO - Epoch [10][7400/7492] lr: 4.946e-02, eta: 6 days, 23:13:07, time: 0.575, data_time: 0.000, memory: 11064, top1_acc: 0.2222, top5_acc: 0.4800, loss_cls: 8.4346, loss: 8.4346 2025-08-04 19:35:24,943 - pyskl - INFO - Saving checkpoint at 10 epochs 2025-08-04 19:36:13,523 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 19:36:14,183 - pyskl - INFO - top1_acc 0.1958 top5_acc 0.4228 2025-08-04 19:36:14,183 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 19:36:14,226 - pyskl - INFO - mean_acc 0.1955 2025-08-04 19:36:14,296 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_9.pth was removed 2025-08-04 19:36:15,836 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_10.pth. 2025-08-04 19:36:15,838 - pyskl - INFO - Best top1_acc is 0.1958 at 10 epoch. 2025-08-04 19:36:15,855 - pyskl - INFO - Epoch(val) [10][617] top1_acc: 0.1958, top5_acc: 0.4228, mean_class_accuracy: 0.1955 2025-08-04 19:37:46,078 - pyskl - INFO - Epoch [11][100/7492] lr: 4.945e-02, eta: 6 days, 23:06:38, time: 0.902, data_time: 0.326, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4794, loss_cls: 8.3591, loss: 8.3591 2025-08-04 19:38:43,666 - pyskl - INFO - Epoch [11][200/7492] lr: 4.945e-02, eta: 6 days, 23:05:44, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.4719, loss_cls: 8.4459, loss: 8.4459 2025-08-04 19:39:41,055 - pyskl - INFO - Epoch [11][300/7492] lr: 4.945e-02, eta: 6 days, 23:04:47, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2247, top5_acc: 0.4634, loss_cls: 8.5241, loss: 8.5241 2025-08-04 19:40:38,488 - pyskl - INFO - Epoch [11][400/7492] lr: 4.945e-02, eta: 6 days, 23:03:50, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4947, loss_cls: 8.3209, loss: 8.3209 2025-08-04 19:41:35,352 - pyskl - INFO - Epoch [11][500/7492] lr: 4.945e-02, eta: 6 days, 23:02:46, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2281, top5_acc: 0.4600, loss_cls: 8.4229, loss: 8.4229 2025-08-04 19:42:32,645 - pyskl - INFO - Epoch [11][600/7492] lr: 4.944e-02, eta: 6 days, 23:01:48, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2491, top5_acc: 0.4766, loss_cls: 8.3769, loss: 8.3769 2025-08-04 19:43:29,207 - pyskl - INFO - Epoch [11][700/7492] lr: 4.944e-02, eta: 6 days, 23:00:39, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2331, top5_acc: 0.4700, loss_cls: 8.3850, loss: 8.3850 2025-08-04 19:44:26,056 - pyskl - INFO - Epoch [11][800/7492] lr: 4.944e-02, eta: 6 days, 22:59:35, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2259, top5_acc: 0.4634, loss_cls: 8.3998, loss: 8.3998 2025-08-04 19:45:22,995 - pyskl - INFO - Epoch [11][900/7492] lr: 4.944e-02, eta: 6 days, 22:58:32, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2291, top5_acc: 0.4669, loss_cls: 8.5154, loss: 8.5154 2025-08-04 19:46:20,087 - pyskl - INFO - Epoch [11][1000/7492] lr: 4.944e-02, eta: 6 days, 22:57:31, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4800, loss_cls: 8.4108, loss: 8.4108 2025-08-04 19:47:18,273 - pyskl - INFO - Epoch [11][1100/7492] lr: 4.944e-02, eta: 6 days, 22:56:45, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2484, top5_acc: 0.4878, loss_cls: 8.2785, loss: 8.2785 2025-08-04 19:48:16,177 - pyskl - INFO - Epoch [11][1200/7492] lr: 4.944e-02, eta: 6 days, 22:55:55, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2216, top5_acc: 0.4706, loss_cls: 8.3986, loss: 8.3986 2025-08-04 19:49:12,504 - pyskl - INFO - Epoch [11][1300/7492] lr: 4.943e-02, eta: 6 days, 22:54:43, time: 0.563, data_time: 0.000, memory: 11065, top1_acc: 0.2309, top5_acc: 0.4766, loss_cls: 8.3857, loss: 8.3857 2025-08-04 19:50:08,942 - pyskl - INFO - Epoch [11][1400/7492] lr: 4.943e-02, eta: 6 days, 22:53:33, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4794, loss_cls: 8.3906, loss: 8.3906 2025-08-04 19:51:05,500 - pyskl - INFO - Epoch [11][1500/7492] lr: 4.943e-02, eta: 6 days, 22:52:25, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4659, loss_cls: 8.4691, loss: 8.4691 2025-08-04 19:52:02,360 - pyskl - INFO - Epoch [11][1600/7492] lr: 4.943e-02, eta: 6 days, 22:51:21, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2303, top5_acc: 0.4775, loss_cls: 8.3938, loss: 8.3938 2025-08-04 19:52:58,933 - pyskl - INFO - Epoch [11][1700/7492] lr: 4.943e-02, eta: 6 days, 22:50:13, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2562, top5_acc: 0.4894, loss_cls: 8.3588, loss: 8.3588 2025-08-04 19:53:57,164 - pyskl - INFO - Epoch [11][1800/7492] lr: 4.943e-02, eta: 6 days, 22:49:27, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2319, top5_acc: 0.4866, loss_cls: 8.3765, loss: 8.3765 2025-08-04 19:54:55,164 - pyskl - INFO - Epoch [11][1900/7492] lr: 4.943e-02, eta: 6 days, 22:48:38, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2422, top5_acc: 0.4834, loss_cls: 8.3334, loss: 8.3334 2025-08-04 19:55:53,537 - pyskl - INFO - Epoch [11][2000/7492] lr: 4.942e-02, eta: 6 days, 22:47:55, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2506, top5_acc: 0.4713, loss_cls: 8.3892, loss: 8.3892 2025-08-04 19:56:50,609 - pyskl - INFO - Epoch [11][2100/7492] lr: 4.942e-02, eta: 6 days, 22:46:54, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4775, loss_cls: 8.3204, loss: 8.3204 2025-08-04 19:57:48,012 - pyskl - INFO - Epoch [11][2200/7492] lr: 4.942e-02, eta: 6 days, 22:45:57, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2378, top5_acc: 0.4669, loss_cls: 8.4483, loss: 8.4483 2025-08-04 19:58:44,271 - pyskl - INFO - Epoch [11][2300/7492] lr: 4.942e-02, eta: 6 days, 22:44:45, time: 0.563, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4866, loss_cls: 8.3216, loss: 8.3216 2025-08-04 19:59:41,382 - pyskl - INFO - Epoch [11][2400/7492] lr: 4.942e-02, eta: 6 days, 22:43:44, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2216, top5_acc: 0.4544, loss_cls: 8.4629, loss: 8.4629 2025-08-04 20:00:38,486 - pyskl - INFO - Epoch [11][2500/7492] lr: 4.942e-02, eta: 6 days, 22:42:43, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2487, top5_acc: 0.4856, loss_cls: 8.2918, loss: 8.2918 2025-08-04 20:01:34,930 - pyskl - INFO - Epoch [11][2600/7492] lr: 4.942e-02, eta: 6 days, 22:41:33, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2356, top5_acc: 0.4781, loss_cls: 8.3719, loss: 8.3719 2025-08-04 20:02:32,071 - pyskl - INFO - Epoch [11][2700/7492] lr: 4.941e-02, eta: 6 days, 22:40:33, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2387, top5_acc: 0.4622, loss_cls: 8.4500, loss: 8.4500 2025-08-04 20:03:30,287 - pyskl - INFO - Epoch [11][2800/7492] lr: 4.941e-02, eta: 6 days, 22:39:47, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4756, loss_cls: 8.3674, loss: 8.3674 2025-08-04 20:04:27,683 - pyskl - INFO - Epoch [11][2900/7492] lr: 4.941e-02, eta: 6 days, 22:38:51, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2256, top5_acc: 0.4612, loss_cls: 8.4415, loss: 8.4415 2025-08-04 20:05:24,857 - pyskl - INFO - Epoch [11][3000/7492] lr: 4.941e-02, eta: 6 days, 22:37:51, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2275, top5_acc: 0.4841, loss_cls: 8.3298, loss: 8.3298 2025-08-04 20:06:22,346 - pyskl - INFO - Epoch [11][3100/7492] lr: 4.941e-02, eta: 6 days, 22:36:55, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2406, top5_acc: 0.4753, loss_cls: 8.3253, loss: 8.3253 2025-08-04 20:07:20,560 - pyskl - INFO - Epoch [11][3200/7492] lr: 4.941e-02, eta: 6 days, 22:36:09, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.4778, loss_cls: 8.3930, loss: 8.3930 2025-08-04 20:08:18,668 - pyskl - INFO - Epoch [11][3300/7492] lr: 4.940e-02, eta: 6 days, 22:35:22, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2353, top5_acc: 0.4591, loss_cls: 8.4055, loss: 8.4055 2025-08-04 20:09:16,205 - pyskl - INFO - Epoch [11][3400/7492] lr: 4.940e-02, eta: 6 days, 22:34:27, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2550, top5_acc: 0.4688, loss_cls: 8.2897, loss: 8.2897 2025-08-04 20:10:13,528 - pyskl - INFO - Epoch [11][3500/7492] lr: 4.940e-02, eta: 6 days, 22:33:29, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4763, loss_cls: 8.3669, loss: 8.3669 2025-08-04 20:11:09,817 - pyskl - INFO - Epoch [11][3600/7492] lr: 4.940e-02, eta: 6 days, 22:32:18, time: 0.563, data_time: 0.000, memory: 11065, top1_acc: 0.2472, top5_acc: 0.4794, loss_cls: 8.3589, loss: 8.3589 2025-08-04 20:12:06,180 - pyskl - INFO - Epoch [11][3700/7492] lr: 4.940e-02, eta: 6 days, 22:31:07, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2222, top5_acc: 0.4881, loss_cls: 8.3200, loss: 8.3200 2025-08-04 20:13:04,047 - pyskl - INFO - Epoch [11][3800/7492] lr: 4.940e-02, eta: 6 days, 22:30:16, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2172, top5_acc: 0.4634, loss_cls: 8.4420, loss: 8.4420 2025-08-04 20:14:01,566 - pyskl - INFO - Epoch [11][3900/7492] lr: 4.940e-02, eta: 6 days, 22:29:21, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4744, loss_cls: 8.3094, loss: 8.3094 2025-08-04 20:14:59,273 - pyskl - INFO - Epoch [11][4000/7492] lr: 4.939e-02, eta: 6 days, 22:28:29, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2384, top5_acc: 0.4769, loss_cls: 8.3530, loss: 8.3530 2025-08-04 20:15:56,654 - pyskl - INFO - Epoch [11][4100/7492] lr: 4.939e-02, eta: 6 days, 22:27:32, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2503, top5_acc: 0.4963, loss_cls: 8.2942, loss: 8.2942 2025-08-04 20:16:54,850 - pyskl - INFO - Epoch [11][4200/7492] lr: 4.939e-02, eta: 6 days, 22:26:45, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2387, top5_acc: 0.4844, loss_cls: 8.3315, loss: 8.3315 2025-08-04 20:17:52,523 - pyskl - INFO - Epoch [11][4300/7492] lr: 4.939e-02, eta: 6 days, 22:25:52, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2387, top5_acc: 0.4781, loss_cls: 8.3522, loss: 8.3522 2025-08-04 20:18:50,673 - pyskl - INFO - Epoch [11][4400/7492] lr: 4.939e-02, eta: 6 days, 22:25:05, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2325, top5_acc: 0.4794, loss_cls: 8.4146, loss: 8.4146 2025-08-04 20:19:49,104 - pyskl - INFO - Epoch [11][4500/7492] lr: 4.939e-02, eta: 6 days, 22:24:22, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2375, top5_acc: 0.4744, loss_cls: 8.3343, loss: 8.3343 2025-08-04 20:20:47,102 - pyskl - INFO - Epoch [11][4600/7492] lr: 4.938e-02, eta: 6 days, 22:23:33, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2272, top5_acc: 0.4878, loss_cls: 8.4248, loss: 8.4248 2025-08-04 20:21:43,778 - pyskl - INFO - Epoch [11][4700/7492] lr: 4.938e-02, eta: 6 days, 22:22:26, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2284, top5_acc: 0.4672, loss_cls: 8.4186, loss: 8.4186 2025-08-04 20:22:40,560 - pyskl - INFO - Epoch [11][4800/7492] lr: 4.938e-02, eta: 6 days, 22:21:21, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2328, top5_acc: 0.4766, loss_cls: 8.3886, loss: 8.3886 2025-08-04 20:23:37,520 - pyskl - INFO - Epoch [11][4900/7492] lr: 4.938e-02, eta: 6 days, 22:20:19, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2341, top5_acc: 0.4769, loss_cls: 8.3114, loss: 8.3114 2025-08-04 20:24:34,730 - pyskl - INFO - Epoch [11][5000/7492] lr: 4.938e-02, eta: 6 days, 22:19:20, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2537, top5_acc: 0.4850, loss_cls: 8.3495, loss: 8.3495 2025-08-04 20:25:31,686 - pyskl - INFO - Epoch [11][5100/7492] lr: 4.938e-02, eta: 6 days, 22:18:17, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2338, top5_acc: 0.4747, loss_cls: 8.3022, loss: 8.3022 2025-08-04 20:26:28,369 - pyskl - INFO - Epoch [11][5200/7492] lr: 4.938e-02, eta: 6 days, 22:17:11, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2134, top5_acc: 0.4625, loss_cls: 8.4496, loss: 8.4496 2025-08-04 20:27:26,014 - pyskl - INFO - Epoch [11][5300/7492] lr: 4.937e-02, eta: 6 days, 22:16:17, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4772, loss_cls: 8.3613, loss: 8.3613 2025-08-04 20:28:22,790 - pyskl - INFO - Epoch [11][5400/7492] lr: 4.937e-02, eta: 6 days, 22:15:12, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2397, top5_acc: 0.4859, loss_cls: 8.3067, loss: 8.3067 2025-08-04 20:29:20,474 - pyskl - INFO - Epoch [11][5500/7492] lr: 4.937e-02, eta: 6 days, 22:14:19, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4647, loss_cls: 8.4490, loss: 8.4490 2025-08-04 20:30:17,715 - pyskl - INFO - Epoch [11][5600/7492] lr: 4.937e-02, eta: 6 days, 22:13:20, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4822, loss_cls: 8.3568, loss: 8.3568 2025-08-04 20:31:15,772 - pyskl - INFO - Epoch [11][5700/7492] lr: 4.937e-02, eta: 6 days, 22:12:32, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2219, top5_acc: 0.4641, loss_cls: 8.5151, loss: 8.5151 2025-08-04 20:32:12,597 - pyskl - INFO - Epoch [11][5800/7492] lr: 4.937e-02, eta: 6 days, 22:11:28, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2384, top5_acc: 0.4772, loss_cls: 8.3445, loss: 8.3445 2025-08-04 20:33:09,609 - pyskl - INFO - Epoch [11][5900/7492] lr: 4.936e-02, eta: 6 days, 22:10:26, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2322, top5_acc: 0.4756, loss_cls: 8.3812, loss: 8.3812 2025-08-04 20:34:06,251 - pyskl - INFO - Epoch [11][6000/7492] lr: 4.936e-02, eta: 6 days, 22:09:19, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4703, loss_cls: 8.3942, loss: 8.3942 2025-08-04 20:35:03,167 - pyskl - INFO - Epoch [11][6100/7492] lr: 4.936e-02, eta: 6 days, 22:08:16, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2406, top5_acc: 0.4759, loss_cls: 8.3601, loss: 8.3601 2025-08-04 20:36:00,842 - pyskl - INFO - Epoch [11][6200/7492] lr: 4.936e-02, eta: 6 days, 22:07:23, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2428, top5_acc: 0.4794, loss_cls: 8.3401, loss: 8.3401 2025-08-04 20:36:57,957 - pyskl - INFO - Epoch [11][6300/7492] lr: 4.936e-02, eta: 6 days, 22:06:22, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2356, top5_acc: 0.4731, loss_cls: 8.4206, loss: 8.4206 2025-08-04 20:37:55,071 - pyskl - INFO - Epoch [11][6400/7492] lr: 4.936e-02, eta: 6 days, 22:05:22, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2209, top5_acc: 0.4537, loss_cls: 8.5186, loss: 8.5186 2025-08-04 20:38:51,500 - pyskl - INFO - Epoch [11][6500/7492] lr: 4.936e-02, eta: 6 days, 22:04:13, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2294, top5_acc: 0.4741, loss_cls: 8.3734, loss: 8.3734 2025-08-04 20:39:47,828 - pyskl - INFO - Epoch [11][6600/7492] lr: 4.935e-02, eta: 6 days, 22:03:02, time: 0.563, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4778, loss_cls: 8.3755, loss: 8.3755 2025-08-04 20:40:44,791 - pyskl - INFO - Epoch [11][6700/7492] lr: 4.935e-02, eta: 6 days, 22:02:00, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4844, loss_cls: 8.3633, loss: 8.3633 2025-08-04 20:41:41,732 - pyskl - INFO - Epoch [11][6800/7492] lr: 4.935e-02, eta: 6 days, 22:00:57, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4719, loss_cls: 8.3895, loss: 8.3895 2025-08-04 20:42:39,381 - pyskl - INFO - Epoch [11][6900/7492] lr: 4.935e-02, eta: 6 days, 22:00:04, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2269, top5_acc: 0.4634, loss_cls: 8.3836, loss: 8.3836 2025-08-04 20:43:36,212 - pyskl - INFO - Epoch [11][7000/7492] lr: 4.935e-02, eta: 6 days, 21:59:00, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2459, top5_acc: 0.4913, loss_cls: 8.2207, loss: 8.2207 2025-08-04 20:44:32,736 - pyskl - INFO - Epoch [11][7100/7492] lr: 4.935e-02, eta: 6 days, 21:57:52, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2394, top5_acc: 0.4706, loss_cls: 8.3667, loss: 8.3667 2025-08-04 20:45:31,085 - pyskl - INFO - Epoch [11][7200/7492] lr: 4.934e-02, eta: 6 days, 21:57:07, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2472, top5_acc: 0.4834, loss_cls: 8.3183, loss: 8.3183 2025-08-04 20:46:29,392 - pyskl - INFO - Epoch [11][7300/7492] lr: 4.934e-02, eta: 6 days, 21:56:22, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2394, top5_acc: 0.4797, loss_cls: 8.3751, loss: 8.3751 2025-08-04 20:47:27,571 - pyskl - INFO - Epoch [11][7400/7492] lr: 4.934e-02, eta: 6 days, 21:55:35, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2309, top5_acc: 0.4728, loss_cls: 8.3882, loss: 8.3882 2025-08-04 20:48:22,962 - pyskl - INFO - Saving checkpoint at 11 epochs 2025-08-04 20:49:11,562 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 20:49:12,235 - pyskl - INFO - top1_acc 0.2063 top5_acc 0.4334 2025-08-04 20:49:12,235 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 20:49:12,287 - pyskl - INFO - mean_acc 0.2058 2025-08-04 20:49:12,360 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_10.pth was removed 2025-08-04 20:49:13,968 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_11.pth. 2025-08-04 20:49:13,969 - pyskl - INFO - Best top1_acc is 0.2063 at 11 epoch. 2025-08-04 20:49:13,983 - pyskl - INFO - Epoch(val) [11][617] top1_acc: 0.2063, top5_acc: 0.4334, mean_class_accuracy: 0.2058 2025-08-04 20:50:46,226 - pyskl - INFO - Epoch [12][100/7492] lr: 4.934e-02, eta: 6 days, 21:49:59, time: 0.922, data_time: 0.336, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4834, loss_cls: 8.3561, loss: 8.3561 2025-08-04 20:51:43,803 - pyskl - INFO - Epoch [12][200/7492] lr: 4.934e-02, eta: 6 days, 21:49:05, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2462, top5_acc: 0.4903, loss_cls: 8.2324, loss: 8.2324 2025-08-04 20:52:41,360 - pyskl - INFO - Epoch [12][300/7492] lr: 4.933e-02, eta: 6 days, 21:48:10, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4813, loss_cls: 8.3198, loss: 8.3198 2025-08-04 20:53:39,728 - pyskl - INFO - Epoch [12][400/7492] lr: 4.933e-02, eta: 6 days, 21:47:26, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4853, loss_cls: 8.2821, loss: 8.2821 2025-08-04 20:54:38,159 - pyskl - INFO - Epoch [12][500/7492] lr: 4.933e-02, eta: 6 days, 21:46:42, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2309, top5_acc: 0.4644, loss_cls: 8.4822, loss: 8.4822 2025-08-04 20:55:36,215 - pyskl - INFO - Epoch [12][600/7492] lr: 4.933e-02, eta: 6 days, 21:45:54, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2338, top5_acc: 0.4853, loss_cls: 8.3168, loss: 8.3168 2025-08-04 20:56:34,646 - pyskl - INFO - Epoch [12][700/7492] lr: 4.933e-02, eta: 6 days, 21:45:10, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2331, top5_acc: 0.4750, loss_cls: 8.3538, loss: 8.3538 2025-08-04 20:57:33,341 - pyskl - INFO - Epoch [12][800/7492] lr: 4.933e-02, eta: 6 days, 21:44:30, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2231, top5_acc: 0.4662, loss_cls: 8.4154, loss: 8.4154 2025-08-04 20:58:31,827 - pyskl - INFO - Epoch [12][900/7492] lr: 4.933e-02, eta: 6 days, 21:43:47, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2281, top5_acc: 0.4766, loss_cls: 8.4307, loss: 8.4307 2025-08-04 20:59:30,110 - pyskl - INFO - Epoch [12][1000/7492] lr: 4.932e-02, eta: 6 days, 21:43:01, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2372, top5_acc: 0.4722, loss_cls: 8.3709, loss: 8.3709 2025-08-04 21:00:27,033 - pyskl - INFO - Epoch [12][1100/7492] lr: 4.932e-02, eta: 6 days, 21:41:59, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2269, top5_acc: 0.4850, loss_cls: 8.4167, loss: 8.4167 2025-08-04 21:01:23,490 - pyskl - INFO - Epoch [12][1200/7492] lr: 4.932e-02, eta: 6 days, 21:40:50, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2375, top5_acc: 0.4884, loss_cls: 8.3211, loss: 8.3211 2025-08-04 21:02:20,639 - pyskl - INFO - Epoch [12][1300/7492] lr: 4.932e-02, eta: 6 days, 21:39:51, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2434, top5_acc: 0.4775, loss_cls: 8.3684, loss: 8.3684 2025-08-04 21:03:17,917 - pyskl - INFO - Epoch [12][1400/7492] lr: 4.932e-02, eta: 6 days, 21:38:53, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4659, loss_cls: 8.4755, loss: 8.4755 2025-08-04 21:04:15,352 - pyskl - INFO - Epoch [12][1500/7492] lr: 4.932e-02, eta: 6 days, 21:37:56, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2350, top5_acc: 0.4841, loss_cls: 8.2993, loss: 8.2993 2025-08-04 21:05:12,700 - pyskl - INFO - Epoch [12][1600/7492] lr: 4.931e-02, eta: 6 days, 21:36:59, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2322, top5_acc: 0.4794, loss_cls: 8.3457, loss: 8.3457 2025-08-04 21:06:09,436 - pyskl - INFO - Epoch [12][1700/7492] lr: 4.931e-02, eta: 6 days, 21:35:54, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2325, top5_acc: 0.4734, loss_cls: 8.3966, loss: 8.3966 2025-08-04 21:07:05,858 - pyskl - INFO - Epoch [12][1800/7492] lr: 4.931e-02, eta: 6 days, 21:34:46, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2344, top5_acc: 0.4794, loss_cls: 8.3452, loss: 8.3452 2025-08-04 21:08:03,145 - pyskl - INFO - Epoch [12][1900/7492] lr: 4.931e-02, eta: 6 days, 21:33:48, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2487, top5_acc: 0.4831, loss_cls: 8.3488, loss: 8.3488 2025-08-04 21:08:59,903 - pyskl - INFO - Epoch [12][2000/7492] lr: 4.931e-02, eta: 6 days, 21:32:43, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2359, top5_acc: 0.4747, loss_cls: 8.3487, loss: 8.3487 2025-08-04 21:09:57,499 - pyskl - INFO - Epoch [12][2100/7492] lr: 4.931e-02, eta: 6 days, 21:31:49, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4797, loss_cls: 8.4166, loss: 8.4166 2025-08-04 21:10:54,548 - pyskl - INFO - Epoch [12][2200/7492] lr: 4.930e-02, eta: 6 days, 21:30:48, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4688, loss_cls: 8.4197, loss: 8.4197 2025-08-04 21:11:52,394 - pyskl - INFO - Epoch [12][2300/7492] lr: 4.930e-02, eta: 6 days, 21:29:57, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4844, loss_cls: 8.3882, loss: 8.3882 2025-08-04 21:12:50,396 - pyskl - INFO - Epoch [12][2400/7492] lr: 4.930e-02, eta: 6 days, 21:29:08, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2272, top5_acc: 0.4759, loss_cls: 8.3899, loss: 8.3899 2025-08-04 21:13:46,933 - pyskl - INFO - Epoch [12][2500/7492] lr: 4.930e-02, eta: 6 days, 21:28:01, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2494, top5_acc: 0.4741, loss_cls: 8.3615, loss: 8.3615 2025-08-04 21:14:44,685 - pyskl - INFO - Epoch [12][2600/7492] lr: 4.930e-02, eta: 6 days, 21:27:08, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2275, top5_acc: 0.4684, loss_cls: 8.3628, loss: 8.3628 2025-08-04 21:15:42,865 - pyskl - INFO - Epoch [12][2700/7492] lr: 4.930e-02, eta: 6 days, 21:26:21, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4919, loss_cls: 8.3536, loss: 8.3536 2025-08-04 21:16:40,189 - pyskl - INFO - Epoch [12][2800/7492] lr: 4.929e-02, eta: 6 days, 21:25:24, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4800, loss_cls: 8.4124, loss: 8.4124 2025-08-04 21:17:36,760 - pyskl - INFO - Epoch [12][2900/7492] lr: 4.929e-02, eta: 6 days, 21:24:17, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2547, top5_acc: 0.5019, loss_cls: 8.2236, loss: 8.2236 2025-08-04 21:18:34,917 - pyskl - INFO - Epoch [12][3000/7492] lr: 4.929e-02, eta: 6 days, 21:23:30, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2425, top5_acc: 0.4791, loss_cls: 8.3235, loss: 8.3235 2025-08-04 21:19:33,664 - pyskl - INFO - Epoch [12][3100/7492] lr: 4.929e-02, eta: 6 days, 21:22:49, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2288, top5_acc: 0.4703, loss_cls: 8.4437, loss: 8.4437 2025-08-04 21:20:31,868 - pyskl - INFO - Epoch [12][3200/7492] lr: 4.929e-02, eta: 6 days, 21:22:02, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2494, top5_acc: 0.4816, loss_cls: 8.3263, loss: 8.3263 2025-08-04 21:21:29,097 - pyskl - INFO - Epoch [12][3300/7492] lr: 4.929e-02, eta: 6 days, 21:21:04, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4831, loss_cls: 8.3477, loss: 8.3477 2025-08-04 21:22:27,010 - pyskl - INFO - Epoch [12][3400/7492] lr: 4.928e-02, eta: 6 days, 21:20:13, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2316, top5_acc: 0.4681, loss_cls: 8.3836, loss: 8.3836 2025-08-04 21:23:24,830 - pyskl - INFO - Epoch [12][3500/7492] lr: 4.928e-02, eta: 6 days, 21:19:22, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4878, loss_cls: 8.3370, loss: 8.3370 2025-08-04 21:24:22,549 - pyskl - INFO - Epoch [12][3600/7492] lr: 4.928e-02, eta: 6 days, 21:18:29, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4669, loss_cls: 8.3399, loss: 8.3399 2025-08-04 21:25:20,068 - pyskl - INFO - Epoch [12][3700/7492] lr: 4.928e-02, eta: 6 days, 21:17:34, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2578, top5_acc: 0.4922, loss_cls: 8.2934, loss: 8.2934 2025-08-04 21:26:17,306 - pyskl - INFO - Epoch [12][3800/7492] lr: 4.928e-02, eta: 6 days, 21:16:35, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2506, top5_acc: 0.4934, loss_cls: 8.3365, loss: 8.3365 2025-08-04 21:27:13,757 - pyskl - INFO - Epoch [12][3900/7492] lr: 4.928e-02, eta: 6 days, 21:15:27, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2394, top5_acc: 0.4747, loss_cls: 8.3607, loss: 8.3607 2025-08-04 21:28:10,331 - pyskl - INFO - Epoch [12][4000/7492] lr: 4.927e-02, eta: 6 days, 21:14:20, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4775, loss_cls: 8.4284, loss: 8.4284 2025-08-04 21:29:07,852 - pyskl - INFO - Epoch [12][4100/7492] lr: 4.927e-02, eta: 6 days, 21:13:25, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2428, top5_acc: 0.4700, loss_cls: 8.3095, loss: 8.3095 2025-08-04 21:30:04,595 - pyskl - INFO - Epoch [12][4200/7492] lr: 4.927e-02, eta: 6 days, 21:12:20, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4969, loss_cls: 8.3150, loss: 8.3150 2025-08-04 21:31:02,093 - pyskl - INFO - Epoch [12][4300/7492] lr: 4.927e-02, eta: 6 days, 21:11:25, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.4841, loss_cls: 8.3138, loss: 8.3138 2025-08-04 21:31:59,241 - pyskl - INFO - Epoch [12][4400/7492] lr: 4.927e-02, eta: 6 days, 21:10:25, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2256, top5_acc: 0.4778, loss_cls: 8.3912, loss: 8.3912 2025-08-04 21:32:56,009 - pyskl - INFO - Epoch [12][4500/7492] lr: 4.927e-02, eta: 6 days, 21:09:21, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4694, loss_cls: 8.3853, loss: 8.3853 2025-08-04 21:33:54,140 - pyskl - INFO - Epoch [12][4600/7492] lr: 4.926e-02, eta: 6 days, 21:08:33, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4916, loss_cls: 8.2884, loss: 8.2884 2025-08-04 21:34:52,806 - pyskl - INFO - Epoch [12][4700/7492] lr: 4.926e-02, eta: 6 days, 21:07:52, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4781, loss_cls: 8.3504, loss: 8.3504 2025-08-04 21:35:50,046 - pyskl - INFO - Epoch [12][4800/7492] lr: 4.926e-02, eta: 6 days, 21:06:53, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4694, loss_cls: 8.3993, loss: 8.3993 2025-08-04 21:36:46,924 - pyskl - INFO - Epoch [12][4900/7492] lr: 4.926e-02, eta: 6 days, 21:05:50, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4747, loss_cls: 8.3876, loss: 8.3876 2025-08-04 21:37:43,664 - pyskl - INFO - Epoch [12][5000/7492] lr: 4.926e-02, eta: 6 days, 21:04:46, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4825, loss_cls: 8.3325, loss: 8.3325 2025-08-04 21:38:40,914 - pyskl - INFO - Epoch [12][5100/7492] lr: 4.926e-02, eta: 6 days, 21:03:47, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4772, loss_cls: 8.3459, loss: 8.3459 2025-08-04 21:39:37,945 - pyskl - INFO - Epoch [12][5200/7492] lr: 4.925e-02, eta: 6 days, 21:02:46, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2434, top5_acc: 0.4884, loss_cls: 8.3161, loss: 8.3161 2025-08-04 21:40:35,677 - pyskl - INFO - Epoch [12][5300/7492] lr: 4.925e-02, eta: 6 days, 21:01:53, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2459, top5_acc: 0.4859, loss_cls: 8.3815, loss: 8.3815 2025-08-04 21:41:33,122 - pyskl - INFO - Epoch [12][5400/7492] lr: 4.925e-02, eta: 6 days, 21:00:57, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2422, top5_acc: 0.4838, loss_cls: 8.3762, loss: 8.3762 2025-08-04 21:42:30,484 - pyskl - INFO - Epoch [12][5500/7492] lr: 4.925e-02, eta: 6 days, 21:00:00, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4775, loss_cls: 8.3052, loss: 8.3052 2025-08-04 21:43:27,514 - pyskl - INFO - Epoch [12][5600/7492] lr: 4.925e-02, eta: 6 days, 20:58:59, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2359, top5_acc: 0.4772, loss_cls: 8.4070, loss: 8.4070 2025-08-04 21:44:24,023 - pyskl - INFO - Epoch [12][5700/7492] lr: 4.925e-02, eta: 6 days, 20:57:52, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2338, top5_acc: 0.4828, loss_cls: 8.3592, loss: 8.3592 2025-08-04 21:45:20,602 - pyskl - INFO - Epoch [12][5800/7492] lr: 4.924e-02, eta: 6 days, 20:56:46, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2394, top5_acc: 0.4847, loss_cls: 8.3362, loss: 8.3362 2025-08-04 21:46:19,228 - pyskl - INFO - Epoch [12][5900/7492] lr: 4.924e-02, eta: 6 days, 20:56:03, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4922, loss_cls: 8.4381, loss: 8.4381 2025-08-04 21:47:18,021 - pyskl - INFO - Epoch [12][6000/7492] lr: 4.924e-02, eta: 6 days, 20:55:23, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2322, top5_acc: 0.4778, loss_cls: 8.3166, loss: 8.3166 2025-08-04 21:48:15,853 - pyskl - INFO - Epoch [12][6100/7492] lr: 4.924e-02, eta: 6 days, 20:54:31, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2316, top5_acc: 0.4753, loss_cls: 8.3338, loss: 8.3338 2025-08-04 21:49:13,734 - pyskl - INFO - Epoch [12][6200/7492] lr: 4.924e-02, eta: 6 days, 20:53:40, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2384, top5_acc: 0.4856, loss_cls: 8.4074, loss: 8.4074 2025-08-04 21:50:10,331 - pyskl - INFO - Epoch [12][6300/7492] lr: 4.924e-02, eta: 6 days, 20:52:34, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2372, top5_acc: 0.4691, loss_cls: 8.3399, loss: 8.3399 2025-08-04 21:51:07,933 - pyskl - INFO - Epoch [12][6400/7492] lr: 4.923e-02, eta: 6 days, 20:51:40, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2394, top5_acc: 0.4684, loss_cls: 8.4514, loss: 8.4514 2025-08-04 21:52:06,705 - pyskl - INFO - Epoch [12][6500/7492] lr: 4.923e-02, eta: 6 days, 20:50:59, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2378, top5_acc: 0.4784, loss_cls: 8.4048, loss: 8.4048 2025-08-04 21:53:05,334 - pyskl - INFO - Epoch [12][6600/7492] lr: 4.923e-02, eta: 6 days, 20:50:17, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.4750, loss_cls: 8.3593, loss: 8.3593 2025-08-04 21:54:02,909 - pyskl - INFO - Epoch [12][6700/7492] lr: 4.923e-02, eta: 6 days, 20:49:22, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2397, top5_acc: 0.4794, loss_cls: 8.3307, loss: 8.3307 2025-08-04 21:55:01,186 - pyskl - INFO - Epoch [12][6800/7492] lr: 4.923e-02, eta: 6 days, 20:48:36, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.5000, loss_cls: 8.2988, loss: 8.2988 2025-08-04 21:55:59,841 - pyskl - INFO - Epoch [12][6900/7492] lr: 4.922e-02, eta: 6 days, 20:47:53, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2481, top5_acc: 0.4778, loss_cls: 8.3836, loss: 8.3836 2025-08-04 21:56:58,012 - pyskl - INFO - Epoch [12][7000/7492] lr: 4.922e-02, eta: 6 days, 20:47:05, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4706, loss_cls: 8.3679, loss: 8.3679 2025-08-04 21:57:54,869 - pyskl - INFO - Epoch [12][7100/7492] lr: 4.922e-02, eta: 6 days, 20:46:02, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2456, top5_acc: 0.4888, loss_cls: 8.2459, loss: 8.2459 2025-08-04 21:58:51,399 - pyskl - INFO - Epoch [12][7200/7492] lr: 4.922e-02, eta: 6 days, 20:44:56, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2353, top5_acc: 0.4797, loss_cls: 8.3822, loss: 8.3822 2025-08-04 21:59:48,147 - pyskl - INFO - Epoch [12][7300/7492] lr: 4.922e-02, eta: 6 days, 20:43:51, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2331, top5_acc: 0.4781, loss_cls: 8.3129, loss: 8.3129 2025-08-04 22:00:44,734 - pyskl - INFO - Epoch [12][7400/7492] lr: 4.922e-02, eta: 6 days, 20:42:45, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4906, loss_cls: 8.3348, loss: 8.3348 2025-08-04 22:01:39,236 - pyskl - INFO - Saving checkpoint at 12 epochs 2025-08-04 22:02:27,733 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 22:02:28,394 - pyskl - INFO - top1_acc 0.1845 top5_acc 0.4012 2025-08-04 22:02:28,394 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 22:02:28,439 - pyskl - INFO - mean_acc 0.1843 2025-08-04 22:02:28,453 - pyskl - INFO - Epoch(val) [12][617] top1_acc: 0.1845, top5_acc: 0.4012, mean_class_accuracy: 0.1843 2025-08-04 22:04:00,659 - pyskl - INFO - Epoch [13][100/7492] lr: 4.921e-02, eta: 6 days, 20:37:29, time: 0.922, data_time: 0.333, memory: 11065, top1_acc: 0.2437, top5_acc: 0.4781, loss_cls: 8.2878, loss: 8.2878 2025-08-04 22:04:58,798 - pyskl - INFO - Epoch [13][200/7492] lr: 4.921e-02, eta: 6 days, 20:36:41, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2469, top5_acc: 0.4763, loss_cls: 8.2966, loss: 8.2966 2025-08-04 22:05:56,260 - pyskl - INFO - Epoch [13][300/7492] lr: 4.921e-02, eta: 6 days, 20:35:45, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2494, top5_acc: 0.4872, loss_cls: 8.2628, loss: 8.2628 2025-08-04 22:06:53,026 - pyskl - INFO - Epoch [13][400/7492] lr: 4.921e-02, eta: 6 days, 20:34:42, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2587, top5_acc: 0.4872, loss_cls: 8.2478, loss: 8.2478 2025-08-04 22:07:50,768 - pyskl - INFO - Epoch [13][500/7492] lr: 4.921e-02, eta: 6 days, 20:33:49, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4838, loss_cls: 8.2962, loss: 8.2962 2025-08-04 22:08:48,056 - pyskl - INFO - Epoch [13][600/7492] lr: 4.920e-02, eta: 6 days, 20:32:51, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2359, top5_acc: 0.4788, loss_cls: 8.2946, loss: 8.2946 2025-08-04 22:09:45,662 - pyskl - INFO - Epoch [13][700/7492] lr: 4.920e-02, eta: 6 days, 20:31:57, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2500, top5_acc: 0.4928, loss_cls: 8.2318, loss: 8.2318 2025-08-04 22:10:42,462 - pyskl - INFO - Epoch [13][800/7492] lr: 4.920e-02, eta: 6 days, 20:30:54, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4806, loss_cls: 8.3523, loss: 8.3523 2025-08-04 22:11:41,166 - pyskl - INFO - Epoch [13][900/7492] lr: 4.920e-02, eta: 6 days, 20:30:12, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2347, top5_acc: 0.4784, loss_cls: 8.3963, loss: 8.3963 2025-08-04 22:12:39,837 - pyskl - INFO - Epoch [13][1000/7492] lr: 4.920e-02, eta: 6 days, 20:29:30, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4734, loss_cls: 8.4086, loss: 8.4086 2025-08-04 22:13:38,268 - pyskl - INFO - Epoch [13][1100/7492] lr: 4.920e-02, eta: 6 days, 20:28:45, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2537, top5_acc: 0.5009, loss_cls: 8.2154, loss: 8.2154 2025-08-04 22:14:36,438 - pyskl - INFO - Epoch [13][1200/7492] lr: 4.919e-02, eta: 6 days, 20:27:57, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2322, top5_acc: 0.4778, loss_cls: 8.3730, loss: 8.3730 2025-08-04 22:15:35,212 - pyskl - INFO - Epoch [13][1300/7492] lr: 4.919e-02, eta: 6 days, 20:27:16, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4819, loss_cls: 8.2512, loss: 8.2512 2025-08-04 22:16:33,152 - pyskl - INFO - Epoch [13][1400/7492] lr: 4.919e-02, eta: 6 days, 20:26:26, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2341, top5_acc: 0.4734, loss_cls: 8.4361, loss: 8.4361 2025-08-04 22:17:31,989 - pyskl - INFO - Epoch [13][1500/7492] lr: 4.919e-02, eta: 6 days, 20:25:45, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2338, top5_acc: 0.4784, loss_cls: 8.3880, loss: 8.3880 2025-08-04 22:18:29,156 - pyskl - INFO - Epoch [13][1600/7492] lr: 4.919e-02, eta: 6 days, 20:24:46, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2437, top5_acc: 0.4878, loss_cls: 8.2640, loss: 8.2640 2025-08-04 22:19:26,341 - pyskl - INFO - Epoch [13][1700/7492] lr: 4.918e-02, eta: 6 days, 20:23:47, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2288, top5_acc: 0.4747, loss_cls: 8.4242, loss: 8.4242 2025-08-04 22:20:23,287 - pyskl - INFO - Epoch [13][1800/7492] lr: 4.918e-02, eta: 6 days, 20:22:45, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2353, top5_acc: 0.4772, loss_cls: 8.3274, loss: 8.3274 2025-08-04 22:21:20,103 - pyskl - INFO - Epoch [13][1900/7492] lr: 4.918e-02, eta: 6 days, 20:21:42, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4816, loss_cls: 8.3212, loss: 8.3212 2025-08-04 22:22:16,811 - pyskl - INFO - Epoch [13][2000/7492] lr: 4.918e-02, eta: 6 days, 20:20:38, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2350, top5_acc: 0.4741, loss_cls: 8.3688, loss: 8.3688 2025-08-04 22:23:14,062 - pyskl - INFO - Epoch [13][2100/7492] lr: 4.918e-02, eta: 6 days, 20:19:39, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4750, loss_cls: 8.3868, loss: 8.3868 2025-08-04 22:24:12,533 - pyskl - INFO - Epoch [13][2200/7492] lr: 4.918e-02, eta: 6 days, 20:18:55, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2534, top5_acc: 0.5031, loss_cls: 8.2786, loss: 8.2786 2025-08-04 22:25:11,513 - pyskl - INFO - Epoch [13][2300/7492] lr: 4.917e-02, eta: 6 days, 20:18:16, time: 0.590, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4784, loss_cls: 8.2870, loss: 8.2870 2025-08-04 22:26:10,288 - pyskl - INFO - Epoch [13][2400/7492] lr: 4.917e-02, eta: 6 days, 20:17:35, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4813, loss_cls: 8.3638, loss: 8.3638 2025-08-04 22:27:08,689 - pyskl - INFO - Epoch [13][2500/7492] lr: 4.917e-02, eta: 6 days, 20:16:49, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4844, loss_cls: 8.2957, loss: 8.2957 2025-08-04 22:28:05,783 - pyskl - INFO - Epoch [13][2600/7492] lr: 4.917e-02, eta: 6 days, 20:15:49, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2331, top5_acc: 0.4722, loss_cls: 8.4045, loss: 8.4045 2025-08-04 22:29:03,929 - pyskl - INFO - Epoch [13][2700/7492] lr: 4.917e-02, eta: 6 days, 20:15:01, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2281, top5_acc: 0.4691, loss_cls: 8.4790, loss: 8.4790 2025-08-04 22:30:00,779 - pyskl - INFO - Epoch [13][2800/7492] lr: 4.917e-02, eta: 6 days, 20:13:58, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2328, top5_acc: 0.4822, loss_cls: 8.3874, loss: 8.3874 2025-08-04 22:30:58,513 - pyskl - INFO - Epoch [13][2900/7492] lr: 4.916e-02, eta: 6 days, 20:13:05, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2334, top5_acc: 0.4788, loss_cls: 8.2988, loss: 8.2988 2025-08-04 22:31:55,815 - pyskl - INFO - Epoch [13][3000/7492] lr: 4.916e-02, eta: 6 days, 20:12:07, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2594, top5_acc: 0.4978, loss_cls: 8.3290, loss: 8.3290 2025-08-04 22:32:52,656 - pyskl - INFO - Epoch [13][3100/7492] lr: 4.916e-02, eta: 6 days, 20:11:04, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4941, loss_cls: 8.3531, loss: 8.3531 2025-08-04 22:33:50,444 - pyskl - INFO - Epoch [13][3200/7492] lr: 4.916e-02, eta: 6 days, 20:10:12, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2316, top5_acc: 0.4756, loss_cls: 8.4556, loss: 8.4556 2025-08-04 22:34:47,479 - pyskl - INFO - Epoch [13][3300/7492] lr: 4.916e-02, eta: 6 days, 20:09:11, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2466, top5_acc: 0.4763, loss_cls: 8.3155, loss: 8.3155 2025-08-04 22:35:45,048 - pyskl - INFO - Epoch [13][3400/7492] lr: 4.915e-02, eta: 6 days, 20:08:16, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2406, top5_acc: 0.4903, loss_cls: 8.3288, loss: 8.3288 2025-08-04 22:36:42,870 - pyskl - INFO - Epoch [13][3500/7492] lr: 4.915e-02, eta: 6 days, 20:07:24, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2437, top5_acc: 0.4888, loss_cls: 8.2848, loss: 8.2848 2025-08-04 22:37:40,461 - pyskl - INFO - Epoch [13][3600/7492] lr: 4.915e-02, eta: 6 days, 20:06:29, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4803, loss_cls: 8.2541, loss: 8.2541 2025-08-04 22:38:37,796 - pyskl - INFO - Epoch [13][3700/7492] lr: 4.915e-02, eta: 6 days, 20:05:32, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2378, top5_acc: 0.4772, loss_cls: 8.4115, loss: 8.4115 2025-08-04 22:39:34,474 - pyskl - INFO - Epoch [13][3800/7492] lr: 4.915e-02, eta: 6 days, 20:04:27, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4894, loss_cls: 8.2748, loss: 8.2748 2025-08-04 22:40:31,403 - pyskl - INFO - Epoch [13][3900/7492] lr: 4.915e-02, eta: 6 days, 20:03:26, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4763, loss_cls: 8.3585, loss: 8.3585 2025-08-04 22:41:28,772 - pyskl - INFO - Epoch [13][4000/7492] lr: 4.914e-02, eta: 6 days, 20:02:28, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2350, top5_acc: 0.4806, loss_cls: 8.3203, loss: 8.3203 2025-08-04 22:42:26,297 - pyskl - INFO - Epoch [13][4100/7492] lr: 4.914e-02, eta: 6 days, 20:01:33, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4975, loss_cls: 8.2560, loss: 8.2560 2025-08-04 22:43:22,957 - pyskl - INFO - Epoch [13][4200/7492] lr: 4.914e-02, eta: 6 days, 20:00:28, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2309, top5_acc: 0.4784, loss_cls: 8.3398, loss: 8.3398 2025-08-04 22:44:20,190 - pyskl - INFO - Epoch [13][4300/7492] lr: 4.914e-02, eta: 6 days, 19:59:30, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4731, loss_cls: 8.3166, loss: 8.3166 2025-08-04 22:45:17,893 - pyskl - INFO - Epoch [13][4400/7492] lr: 4.914e-02, eta: 6 days, 19:58:36, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2506, top5_acc: 0.4809, loss_cls: 8.3442, loss: 8.3442 2025-08-04 22:46:15,296 - pyskl - INFO - Epoch [13][4500/7492] lr: 4.913e-02, eta: 6 days, 19:57:40, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2372, top5_acc: 0.4738, loss_cls: 8.4295, loss: 8.4295 2025-08-04 22:47:12,391 - pyskl - INFO - Epoch [13][4600/7492] lr: 4.913e-02, eta: 6 days, 19:56:40, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4734, loss_cls: 8.3680, loss: 8.3680 2025-08-04 22:48:09,797 - pyskl - INFO - Epoch [13][4700/7492] lr: 4.913e-02, eta: 6 days, 19:55:43, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4841, loss_cls: 8.3473, loss: 8.3473 2025-08-04 22:49:08,001 - pyskl - INFO - Epoch [13][4800/7492] lr: 4.913e-02, eta: 6 days, 19:54:55, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2497, top5_acc: 0.4778, loss_cls: 8.3466, loss: 8.3466 2025-08-04 22:50:05,532 - pyskl - INFO - Epoch [13][4900/7492] lr: 4.913e-02, eta: 6 days, 19:54:00, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2547, top5_acc: 0.4813, loss_cls: 8.2851, loss: 8.2851 2025-08-04 22:51:02,891 - pyskl - INFO - Epoch [13][5000/7492] lr: 4.913e-02, eta: 6 days, 19:53:03, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2459, top5_acc: 0.4972, loss_cls: 8.1735, loss: 8.1735 2025-08-04 22:52:00,413 - pyskl - INFO - Epoch [13][5100/7492] lr: 4.912e-02, eta: 6 days, 19:52:07, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4769, loss_cls: 8.4316, loss: 8.4316 2025-08-04 22:52:58,473 - pyskl - INFO - Epoch [13][5200/7492] lr: 4.912e-02, eta: 6 days, 19:51:18, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2322, top5_acc: 0.4772, loss_cls: 8.3610, loss: 8.3610 2025-08-04 22:53:55,361 - pyskl - INFO - Epoch [13][5300/7492] lr: 4.912e-02, eta: 6 days, 19:50:15, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2434, top5_acc: 0.4825, loss_cls: 8.3558, loss: 8.3558 2025-08-04 22:54:52,575 - pyskl - INFO - Epoch [13][5400/7492] lr: 4.912e-02, eta: 6 days, 19:49:17, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2213, top5_acc: 0.4641, loss_cls: 8.4911, loss: 8.4911 2025-08-04 22:55:50,000 - pyskl - INFO - Epoch [13][5500/7492] lr: 4.912e-02, eta: 6 days, 19:48:20, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2359, top5_acc: 0.4819, loss_cls: 8.3832, loss: 8.3832 2025-08-04 22:56:48,037 - pyskl - INFO - Epoch [13][5600/7492] lr: 4.911e-02, eta: 6 days, 19:47:30, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2259, top5_acc: 0.4766, loss_cls: 8.3748, loss: 8.3748 2025-08-04 22:57:44,352 - pyskl - INFO - Epoch [13][5700/7492] lr: 4.911e-02, eta: 6 days, 19:46:22, time: 0.563, data_time: 0.000, memory: 11065, top1_acc: 0.2316, top5_acc: 0.4772, loss_cls: 8.3385, loss: 8.3385 2025-08-04 22:58:40,544 - pyskl - INFO - Epoch [13][5800/7492] lr: 4.911e-02, eta: 6 days, 19:45:12, time: 0.562, data_time: 0.000, memory: 11065, top1_acc: 0.2469, top5_acc: 0.4725, loss_cls: 8.3818, loss: 8.3818 2025-08-04 22:59:37,634 - pyskl - INFO - Epoch [13][5900/7492] lr: 4.911e-02, eta: 6 days, 19:44:12, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2428, top5_acc: 0.4775, loss_cls: 8.3266, loss: 8.3266 2025-08-04 23:00:34,223 - pyskl - INFO - Epoch [13][6000/7492] lr: 4.911e-02, eta: 6 days, 19:43:07, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2266, top5_acc: 0.4734, loss_cls: 8.3891, loss: 8.3891 2025-08-04 23:01:32,149 - pyskl - INFO - Epoch [13][6100/7492] lr: 4.911e-02, eta: 6 days, 19:42:16, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2306, top5_acc: 0.4766, loss_cls: 8.3614, loss: 8.3614 2025-08-04 23:02:30,208 - pyskl - INFO - Epoch [13][6200/7492] lr: 4.910e-02, eta: 6 days, 19:41:26, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2512, top5_acc: 0.4969, loss_cls: 8.2895, loss: 8.2895 2025-08-04 23:03:27,871 - pyskl - INFO - Epoch [13][6300/7492] lr: 4.910e-02, eta: 6 days, 19:40:32, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2359, top5_acc: 0.4766, loss_cls: 8.3281, loss: 8.3281 2025-08-04 23:04:24,289 - pyskl - INFO - Epoch [13][6400/7492] lr: 4.910e-02, eta: 6 days, 19:39:25, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4828, loss_cls: 8.2598, loss: 8.2598 2025-08-04 23:05:21,584 - pyskl - INFO - Epoch [13][6500/7492] lr: 4.910e-02, eta: 6 days, 19:38:27, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4709, loss_cls: 8.4034, loss: 8.4034 2025-08-04 23:06:19,959 - pyskl - INFO - Epoch [13][6600/7492] lr: 4.910e-02, eta: 6 days, 19:37:41, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2491, top5_acc: 0.4881, loss_cls: 8.2859, loss: 8.2859 2025-08-04 23:07:17,620 - pyskl - INFO - Epoch [13][6700/7492] lr: 4.909e-02, eta: 6 days, 19:36:47, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2344, top5_acc: 0.4750, loss_cls: 8.3714, loss: 8.3714 2025-08-04 23:08:14,351 - pyskl - INFO - Epoch [13][6800/7492] lr: 4.909e-02, eta: 6 days, 19:35:43, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4694, loss_cls: 8.4201, loss: 8.4201 2025-08-04 23:09:11,986 - pyskl - INFO - Epoch [13][6900/7492] lr: 4.909e-02, eta: 6 days, 19:34:49, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2503, top5_acc: 0.4825, loss_cls: 8.3290, loss: 8.3290 2025-08-04 23:10:08,432 - pyskl - INFO - Epoch [13][7000/7492] lr: 4.909e-02, eta: 6 days, 19:33:42, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.4831, loss_cls: 8.3569, loss: 8.3569 2025-08-04 23:11:04,854 - pyskl - INFO - Epoch [13][7100/7492] lr: 4.909e-02, eta: 6 days, 19:32:35, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4828, loss_cls: 8.3511, loss: 8.3511 2025-08-04 23:12:01,355 - pyskl - INFO - Epoch [13][7200/7492] lr: 4.908e-02, eta: 6 days, 19:31:29, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2297, top5_acc: 0.4622, loss_cls: 8.3955, loss: 8.3955 2025-08-04 23:12:57,866 - pyskl - INFO - Epoch [13][7300/7492] lr: 4.908e-02, eta: 6 days, 19:30:23, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2422, top5_acc: 0.4844, loss_cls: 8.2960, loss: 8.2960 2025-08-04 23:13:54,524 - pyskl - INFO - Epoch [13][7400/7492] lr: 4.908e-02, eta: 6 days, 19:29:18, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2456, top5_acc: 0.4841, loss_cls: 8.3016, loss: 8.3016 2025-08-04 23:14:48,757 - pyskl - INFO - Saving checkpoint at 13 epochs 2025-08-04 23:15:37,512 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-04 23:15:38,186 - pyskl - INFO - top1_acc 0.1948 top5_acc 0.4225 2025-08-04 23:15:38,186 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-04 23:15:38,234 - pyskl - INFO - mean_acc 0.1947 2025-08-04 23:15:38,247 - pyskl - INFO - Epoch(val) [13][617] top1_acc: 0.1948, top5_acc: 0.4225, mean_class_accuracy: 0.1947 2025-08-04 23:17:09,505 - pyskl - INFO - Epoch [14][100/7492] lr: 4.908e-02, eta: 6 days, 19:24:10, time: 0.912, data_time: 0.332, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4763, loss_cls: 8.3659, loss: 8.3659 2025-08-04 23:18:06,261 - pyskl - INFO - Epoch [14][200/7492] lr: 4.908e-02, eta: 6 days, 19:23:07, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2497, top5_acc: 0.5012, loss_cls: 8.2144, loss: 8.2144 2025-08-04 23:19:04,187 - pyskl - INFO - Epoch [14][300/7492] lr: 4.907e-02, eta: 6 days, 19:22:16, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2512, top5_acc: 0.4981, loss_cls: 8.1856, loss: 8.1856 2025-08-04 23:20:01,998 - pyskl - INFO - Epoch [14][400/7492] lr: 4.907e-02, eta: 6 days, 19:21:24, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2506, top5_acc: 0.4903, loss_cls: 8.3318, loss: 8.3318 2025-08-04 23:20:59,425 - pyskl - INFO - Epoch [14][500/7492] lr: 4.907e-02, eta: 6 days, 19:20:27, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2544, top5_acc: 0.4800, loss_cls: 8.2813, loss: 8.2813 2025-08-04 23:21:56,907 - pyskl - INFO - Epoch [14][600/7492] lr: 4.907e-02, eta: 6 days, 19:19:32, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4881, loss_cls: 8.2806, loss: 8.2806 2025-08-04 23:22:53,171 - pyskl - INFO - Epoch [14][700/7492] lr: 4.907e-02, eta: 6 days, 19:18:23, time: 0.563, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4847, loss_cls: 8.3155, loss: 8.3155 2025-08-04 23:23:50,142 - pyskl - INFO - Epoch [14][800/7492] lr: 4.906e-02, eta: 6 days, 19:17:22, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2469, top5_acc: 0.4903, loss_cls: 8.2454, loss: 8.2454 2025-08-04 23:24:47,128 - pyskl - INFO - Epoch [14][900/7492] lr: 4.906e-02, eta: 6 days, 19:16:22, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2353, top5_acc: 0.4738, loss_cls: 8.3305, loss: 8.3305 2025-08-04 23:25:44,333 - pyskl - INFO - Epoch [14][1000/7492] lr: 4.906e-02, eta: 6 days, 19:15:23, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2406, top5_acc: 0.4866, loss_cls: 8.3674, loss: 8.3674 2025-08-04 23:26:41,803 - pyskl - INFO - Epoch [14][1100/7492] lr: 4.906e-02, eta: 6 days, 19:14:27, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2434, top5_acc: 0.4816, loss_cls: 8.2233, loss: 8.2233 2025-08-04 23:27:39,062 - pyskl - INFO - Epoch [14][1200/7492] lr: 4.906e-02, eta: 6 days, 19:13:30, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2288, top5_acc: 0.4769, loss_cls: 8.3634, loss: 8.3634 2025-08-04 23:28:36,131 - pyskl - INFO - Epoch [14][1300/7492] lr: 4.905e-02, eta: 6 days, 19:12:30, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4894, loss_cls: 8.2478, loss: 8.2478 2025-08-04 23:29:33,562 - pyskl - INFO - Epoch [14][1400/7492] lr: 4.905e-02, eta: 6 days, 19:11:33, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2422, top5_acc: 0.4828, loss_cls: 8.3573, loss: 8.3573 2025-08-04 23:30:30,640 - pyskl - INFO - Epoch [14][1500/7492] lr: 4.905e-02, eta: 6 days, 19:10:34, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2572, top5_acc: 0.4888, loss_cls: 8.2965, loss: 8.2965 2025-08-04 23:31:27,825 - pyskl - INFO - Epoch [14][1600/7492] lr: 4.905e-02, eta: 6 days, 19:09:35, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4863, loss_cls: 8.3467, loss: 8.3467 2025-08-04 23:32:24,284 - pyskl - INFO - Epoch [14][1700/7492] lr: 4.905e-02, eta: 6 days, 19:08:29, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4803, loss_cls: 8.3284, loss: 8.3284 2025-08-04 23:33:21,748 - pyskl - INFO - Epoch [14][1800/7492] lr: 4.904e-02, eta: 6 days, 19:07:33, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2397, top5_acc: 0.4844, loss_cls: 8.2989, loss: 8.2989 2025-08-04 23:34:18,750 - pyskl - INFO - Epoch [14][1900/7492] lr: 4.904e-02, eta: 6 days, 19:06:32, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2516, top5_acc: 0.4784, loss_cls: 8.3398, loss: 8.3398 2025-08-04 23:35:15,821 - pyskl - INFO - Epoch [14][2000/7492] lr: 4.904e-02, eta: 6 days, 19:05:33, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4913, loss_cls: 8.2923, loss: 8.2923 2025-08-04 23:36:13,465 - pyskl - INFO - Epoch [14][2100/7492] lr: 4.904e-02, eta: 6 days, 19:04:39, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4894, loss_cls: 8.2978, loss: 8.2978 2025-08-04 23:37:10,320 - pyskl - INFO - Epoch [14][2200/7492] lr: 4.904e-02, eta: 6 days, 19:03:37, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2266, top5_acc: 0.4644, loss_cls: 8.5380, loss: 8.5380 2025-08-04 23:38:06,988 - pyskl - INFO - Epoch [14][2300/7492] lr: 4.904e-02, eta: 6 days, 19:02:33, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4922, loss_cls: 8.3263, loss: 8.3263 2025-08-04 23:39:03,774 - pyskl - INFO - Epoch [14][2400/7492] lr: 4.903e-02, eta: 6 days, 19:01:30, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4716, loss_cls: 8.4143, loss: 8.4143 2025-08-04 23:40:01,081 - pyskl - INFO - Epoch [14][2500/7492] lr: 4.903e-02, eta: 6 days, 19:00:33, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4775, loss_cls: 8.3835, loss: 8.3835 2025-08-04 23:40:58,340 - pyskl - INFO - Epoch [14][2600/7492] lr: 4.903e-02, eta: 6 days, 18:59:35, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2303, top5_acc: 0.4816, loss_cls: 8.3244, loss: 8.3244 2025-08-04 23:41:55,588 - pyskl - INFO - Epoch [14][2700/7492] lr: 4.903e-02, eta: 6 days, 18:58:37, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4934, loss_cls: 8.2247, loss: 8.2247 2025-08-04 23:42:54,606 - pyskl - INFO - Epoch [14][2800/7492] lr: 4.903e-02, eta: 6 days, 18:57:57, time: 0.590, data_time: 0.000, memory: 11065, top1_acc: 0.2353, top5_acc: 0.4691, loss_cls: 8.4128, loss: 8.4128 2025-08-04 23:43:53,068 - pyskl - INFO - Epoch [14][2900/7492] lr: 4.902e-02, eta: 6 days, 18:57:11, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2384, top5_acc: 0.4841, loss_cls: 8.3650, loss: 8.3650 2025-08-04 23:44:51,259 - pyskl - INFO - Epoch [14][3000/7492] lr: 4.902e-02, eta: 6 days, 18:56:23, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2462, top5_acc: 0.4950, loss_cls: 8.2189, loss: 8.2189 2025-08-04 23:45:48,745 - pyskl - INFO - Epoch [14][3100/7492] lr: 4.902e-02, eta: 6 days, 18:55:27, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2522, top5_acc: 0.4744, loss_cls: 8.2869, loss: 8.2869 2025-08-04 23:46:46,785 - pyskl - INFO - Epoch [14][3200/7492] lr: 4.902e-02, eta: 6 days, 18:54:37, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2356, top5_acc: 0.4784, loss_cls: 8.2523, loss: 8.2523 2025-08-04 23:47:44,722 - pyskl - INFO - Epoch [14][3300/7492] lr: 4.902e-02, eta: 6 days, 18:53:46, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4731, loss_cls: 8.3600, loss: 8.3600 2025-08-04 23:48:42,563 - pyskl - INFO - Epoch [14][3400/7492] lr: 4.901e-02, eta: 6 days, 18:52:54, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2528, top5_acc: 0.4819, loss_cls: 8.2916, loss: 8.2916 2025-08-04 23:49:40,974 - pyskl - INFO - Epoch [14][3500/7492] lr: 4.901e-02, eta: 6 days, 18:52:08, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4781, loss_cls: 8.2851, loss: 8.2851 2025-08-04 23:50:39,257 - pyskl - INFO - Epoch [14][3600/7492] lr: 4.901e-02, eta: 6 days, 18:51:20, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2406, top5_acc: 0.4841, loss_cls: 8.3220, loss: 8.3220 2025-08-04 23:51:36,072 - pyskl - INFO - Epoch [14][3700/7492] lr: 4.901e-02, eta: 6 days, 18:50:18, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4784, loss_cls: 8.3243, loss: 8.3243 2025-08-04 23:52:33,410 - pyskl - INFO - Epoch [14][3800/7492] lr: 4.901e-02, eta: 6 days, 18:49:21, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2397, top5_acc: 0.4903, loss_cls: 8.2951, loss: 8.2951 2025-08-04 23:53:32,209 - pyskl - INFO - Epoch [14][3900/7492] lr: 4.900e-02, eta: 6 days, 18:48:38, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2325, top5_acc: 0.4806, loss_cls: 8.2853, loss: 8.2853 2025-08-04 23:54:30,089 - pyskl - INFO - Epoch [14][4000/7492] lr: 4.900e-02, eta: 6 days, 18:47:47, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4794, loss_cls: 8.4056, loss: 8.4056 2025-08-04 23:55:28,066 - pyskl - INFO - Epoch [14][4100/7492] lr: 4.900e-02, eta: 6 days, 18:46:56, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2316, top5_acc: 0.4753, loss_cls: 8.3995, loss: 8.3995 2025-08-04 23:56:25,709 - pyskl - INFO - Epoch [14][4200/7492] lr: 4.900e-02, eta: 6 days, 18:46:02, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2487, top5_acc: 0.4928, loss_cls: 8.2545, loss: 8.2545 2025-08-04 23:57:22,912 - pyskl - INFO - Epoch [14][4300/7492] lr: 4.900e-02, eta: 6 days, 18:45:03, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4938, loss_cls: 8.2659, loss: 8.2659 2025-08-04 23:58:19,940 - pyskl - INFO - Epoch [14][4400/7492] lr: 4.899e-02, eta: 6 days, 18:44:03, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2297, top5_acc: 0.4778, loss_cls: 8.3309, loss: 8.3309 2025-08-04 23:59:17,097 - pyskl - INFO - Epoch [14][4500/7492] lr: 4.899e-02, eta: 6 days, 18:43:04, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4850, loss_cls: 8.2564, loss: 8.2564 2025-08-05 00:00:15,184 - pyskl - INFO - Epoch [14][4600/7492] lr: 4.899e-02, eta: 6 days, 18:42:14, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2428, top5_acc: 0.4997, loss_cls: 8.2767, loss: 8.2767 2025-08-05 00:01:13,181 - pyskl - INFO - Epoch [14][4700/7492] lr: 4.899e-02, eta: 6 days, 18:41:24, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2478, top5_acc: 0.4881, loss_cls: 8.2607, loss: 8.2607 2025-08-05 00:02:11,286 - pyskl - INFO - Epoch [14][4800/7492] lr: 4.899e-02, eta: 6 days, 18:40:34, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2406, top5_acc: 0.4816, loss_cls: 8.3806, loss: 8.3806 2025-08-05 00:03:09,693 - pyskl - INFO - Epoch [14][4900/7492] lr: 4.898e-02, eta: 6 days, 18:39:48, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2459, top5_acc: 0.4847, loss_cls: 8.3575, loss: 8.3575 2025-08-05 00:04:08,457 - pyskl - INFO - Epoch [14][5000/7492] lr: 4.898e-02, eta: 6 days, 18:39:05, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2472, top5_acc: 0.4803, loss_cls: 8.2337, loss: 8.2337 2025-08-05 00:05:07,092 - pyskl - INFO - Epoch [14][5100/7492] lr: 4.898e-02, eta: 6 days, 18:38:20, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2300, top5_acc: 0.4750, loss_cls: 8.3811, loss: 8.3811 2025-08-05 00:06:05,050 - pyskl - INFO - Epoch [14][5200/7492] lr: 4.898e-02, eta: 6 days, 18:37:29, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2300, top5_acc: 0.4775, loss_cls: 8.3146, loss: 8.3146 2025-08-05 00:07:02,311 - pyskl - INFO - Epoch [14][5300/7492] lr: 4.898e-02, eta: 6 days, 18:36:31, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.5094, loss_cls: 8.1934, loss: 8.1934 2025-08-05 00:07:59,254 - pyskl - INFO - Epoch [14][5400/7492] lr: 4.897e-02, eta: 6 days, 18:35:30, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4847, loss_cls: 8.2913, loss: 8.2913 2025-08-05 00:08:55,952 - pyskl - INFO - Epoch [14][5500/7492] lr: 4.897e-02, eta: 6 days, 18:34:26, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2319, top5_acc: 0.4738, loss_cls: 8.3769, loss: 8.3769 2025-08-05 00:09:52,305 - pyskl - INFO - Epoch [14][5600/7492] lr: 4.897e-02, eta: 6 days, 18:33:19, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4703, loss_cls: 8.4261, loss: 8.4261 2025-08-05 00:10:48,495 - pyskl - INFO - Epoch [14][5700/7492] lr: 4.897e-02, eta: 6 days, 18:32:11, time: 0.562, data_time: 0.000, memory: 11065, top1_acc: 0.2328, top5_acc: 0.4759, loss_cls: 8.3590, loss: 8.3590 2025-08-05 00:11:44,986 - pyskl - INFO - Epoch [14][5800/7492] lr: 4.897e-02, eta: 6 days, 18:31:05, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4750, loss_cls: 8.3198, loss: 8.3198 2025-08-05 00:12:41,697 - pyskl - INFO - Epoch [14][5900/7492] lr: 4.896e-02, eta: 6 days, 18:30:02, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4722, loss_cls: 8.3517, loss: 8.3517 2025-08-05 00:13:38,366 - pyskl - INFO - Epoch [14][6000/7492] lr: 4.896e-02, eta: 6 days, 18:28:58, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2378, top5_acc: 0.4881, loss_cls: 8.3401, loss: 8.3401 2025-08-05 00:14:34,759 - pyskl - INFO - Epoch [14][6100/7492] lr: 4.896e-02, eta: 6 days, 18:27:52, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2428, top5_acc: 0.4875, loss_cls: 8.3059, loss: 8.3059 2025-08-05 00:15:32,344 - pyskl - INFO - Epoch [14][6200/7492] lr: 4.896e-02, eta: 6 days, 18:26:57, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4856, loss_cls: 8.2643, loss: 8.2643 2025-08-05 00:16:28,549 - pyskl - INFO - Epoch [14][6300/7492] lr: 4.896e-02, eta: 6 days, 18:25:48, time: 0.562, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4978, loss_cls: 8.2738, loss: 8.2738 2025-08-05 00:17:26,418 - pyskl - INFO - Epoch [14][6400/7492] lr: 4.895e-02, eta: 6 days, 18:24:56, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2222, top5_acc: 0.4722, loss_cls: 8.3820, loss: 8.3820 2025-08-05 00:18:23,019 - pyskl - INFO - Epoch [14][6500/7492] lr: 4.895e-02, eta: 6 days, 18:23:52, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2322, top5_acc: 0.4709, loss_cls: 8.4590, loss: 8.4590 2025-08-05 00:19:20,540 - pyskl - INFO - Epoch [14][6600/7492] lr: 4.895e-02, eta: 6 days, 18:22:57, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4941, loss_cls: 8.2627, loss: 8.2627 2025-08-05 00:20:18,574 - pyskl - INFO - Epoch [14][6700/7492] lr: 4.895e-02, eta: 6 days, 18:22:06, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2322, top5_acc: 0.4794, loss_cls: 8.3505, loss: 8.3505 2025-08-05 00:21:16,274 - pyskl - INFO - Epoch [14][6800/7492] lr: 4.895e-02, eta: 6 days, 18:21:13, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2322, top5_acc: 0.4838, loss_cls: 8.3134, loss: 8.3134 2025-08-05 00:22:13,771 - pyskl - INFO - Epoch [14][6900/7492] lr: 4.894e-02, eta: 6 days, 18:20:17, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2425, top5_acc: 0.4856, loss_cls: 8.3260, loss: 8.3260 2025-08-05 00:23:12,419 - pyskl - INFO - Epoch [14][7000/7492] lr: 4.894e-02, eta: 6 days, 18:19:33, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4816, loss_cls: 8.2598, loss: 8.2598 2025-08-05 00:24:10,165 - pyskl - INFO - Epoch [14][7100/7492] lr: 4.894e-02, eta: 6 days, 18:18:39, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2469, top5_acc: 0.4809, loss_cls: 8.3251, loss: 8.3251 2025-08-05 00:25:07,514 - pyskl - INFO - Epoch [14][7200/7492] lr: 4.894e-02, eta: 6 days, 18:17:42, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2375, top5_acc: 0.4844, loss_cls: 8.4145, loss: 8.4145 2025-08-05 00:26:04,635 - pyskl - INFO - Epoch [14][7300/7492] lr: 4.894e-02, eta: 6 days, 18:16:43, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2506, top5_acc: 0.4944, loss_cls: 8.2183, loss: 8.2183 2025-08-05 00:27:01,592 - pyskl - INFO - Epoch [14][7400/7492] lr: 4.893e-02, eta: 6 days, 18:15:42, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.4803, loss_cls: 8.2878, loss: 8.2878 2025-08-05 00:27:56,118 - pyskl - INFO - Saving checkpoint at 14 epochs 2025-08-05 00:28:46,219 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 00:28:46,965 - pyskl - INFO - top1_acc 0.1937 top5_acc 0.4202 2025-08-05 00:28:46,965 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 00:28:47,016 - pyskl - INFO - mean_acc 0.1935 2025-08-05 00:28:47,032 - pyskl - INFO - Epoch(val) [14][617] top1_acc: 0.1937, top5_acc: 0.4202, mean_class_accuracy: 0.1935 2025-08-05 00:30:17,779 - pyskl - INFO - Epoch [15][100/7492] lr: 4.893e-02, eta: 6 days, 18:10:44, time: 0.907, data_time: 0.331, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4788, loss_cls: 8.3344, loss: 8.3344 2025-08-05 00:31:16,424 - pyskl - INFO - Epoch [15][200/7492] lr: 4.893e-02, eta: 6 days, 18:10:00, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4819, loss_cls: 8.3151, loss: 8.3151 2025-08-05 00:32:14,942 - pyskl - INFO - Epoch [15][300/7492] lr: 4.893e-02, eta: 6 days, 18:09:15, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2459, top5_acc: 0.4975, loss_cls: 8.2490, loss: 8.2490 2025-08-05 00:33:13,219 - pyskl - INFO - Epoch [15][400/7492] lr: 4.892e-02, eta: 6 days, 18:08:27, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4844, loss_cls: 8.3301, loss: 8.3301 2025-08-05 00:34:11,054 - pyskl - INFO - Epoch [15][500/7492] lr: 4.892e-02, eta: 6 days, 18:07:34, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4875, loss_cls: 8.3509, loss: 8.3509 2025-08-05 00:35:09,683 - pyskl - INFO - Epoch [15][600/7492] lr: 4.892e-02, eta: 6 days, 18:06:50, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4969, loss_cls: 8.2078, loss: 8.2078 2025-08-05 00:36:08,204 - pyskl - INFO - Epoch [15][700/7492] lr: 4.892e-02, eta: 6 days, 18:06:04, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2475, top5_acc: 0.4850, loss_cls: 8.2694, loss: 8.2694 2025-08-05 00:37:04,882 - pyskl - INFO - Epoch [15][800/7492] lr: 4.892e-02, eta: 6 days, 18:05:01, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4981, loss_cls: 8.1911, loss: 8.1911 2025-08-05 00:38:03,426 - pyskl - INFO - Epoch [15][900/7492] lr: 4.891e-02, eta: 6 days, 18:04:15, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4875, loss_cls: 8.2801, loss: 8.2801 2025-08-05 00:39:00,263 - pyskl - INFO - Epoch [15][1000/7492] lr: 4.891e-02, eta: 6 days, 18:03:13, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2497, top5_acc: 0.4869, loss_cls: 8.3957, loss: 8.3957 2025-08-05 00:39:57,938 - pyskl - INFO - Epoch [15][1100/7492] lr: 4.891e-02, eta: 6 days, 18:02:19, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2481, top5_acc: 0.4991, loss_cls: 8.3180, loss: 8.3180 2025-08-05 00:40:55,147 - pyskl - INFO - Epoch [15][1200/7492] lr: 4.891e-02, eta: 6 days, 18:01:21, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2341, top5_acc: 0.4875, loss_cls: 8.3865, loss: 8.3865 2025-08-05 00:41:51,705 - pyskl - INFO - Epoch [15][1300/7492] lr: 4.891e-02, eta: 6 days, 18:00:17, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2512, top5_acc: 0.5012, loss_cls: 8.2446, loss: 8.2446 2025-08-05 00:42:48,862 - pyskl - INFO - Epoch [15][1400/7492] lr: 4.890e-02, eta: 6 days, 17:59:18, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4759, loss_cls: 8.3062, loss: 8.3062 2025-08-05 00:43:45,895 - pyskl - INFO - Epoch [15][1500/7492] lr: 4.890e-02, eta: 6 days, 17:58:18, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2544, top5_acc: 0.4881, loss_cls: 8.2351, loss: 8.2351 2025-08-05 00:44:44,818 - pyskl - INFO - Epoch [15][1600/7492] lr: 4.890e-02, eta: 6 days, 17:57:36, time: 0.589, data_time: 0.000, memory: 11065, top1_acc: 0.2516, top5_acc: 0.4959, loss_cls: 8.2950, loss: 8.2950 2025-08-05 00:45:42,407 - pyskl - INFO - Epoch [15][1700/7492] lr: 4.890e-02, eta: 6 days, 17:56:41, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4897, loss_cls: 8.3531, loss: 8.3531 2025-08-05 00:46:41,068 - pyskl - INFO - Epoch [15][1800/7492] lr: 4.890e-02, eta: 6 days, 17:55:57, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.5000, loss_cls: 8.2770, loss: 8.2770 2025-08-05 00:47:39,819 - pyskl - INFO - Epoch [15][1900/7492] lr: 4.889e-02, eta: 6 days, 17:55:13, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2466, top5_acc: 0.4931, loss_cls: 8.2151, loss: 8.2151 2025-08-05 00:48:38,638 - pyskl - INFO - Epoch [15][2000/7492] lr: 4.889e-02, eta: 6 days, 17:54:30, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2288, top5_acc: 0.4637, loss_cls: 8.3437, loss: 8.3437 2025-08-05 00:49:36,846 - pyskl - INFO - Epoch [15][2100/7492] lr: 4.889e-02, eta: 6 days, 17:53:41, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2622, top5_acc: 0.4931, loss_cls: 8.2358, loss: 8.2358 2025-08-05 00:50:34,568 - pyskl - INFO - Epoch [15][2200/7492] lr: 4.889e-02, eta: 6 days, 17:52:48, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2406, top5_acc: 0.5028, loss_cls: 8.2257, loss: 8.2257 2025-08-05 00:51:32,566 - pyskl - INFO - Epoch [15][2300/7492] lr: 4.889e-02, eta: 6 days, 17:51:57, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2394, top5_acc: 0.4844, loss_cls: 8.3328, loss: 8.3328 2025-08-05 00:52:30,251 - pyskl - INFO - Epoch [15][2400/7492] lr: 4.888e-02, eta: 6 days, 17:51:03, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2309, top5_acc: 0.4809, loss_cls: 8.3451, loss: 8.3451 2025-08-05 00:53:27,421 - pyskl - INFO - Epoch [15][2500/7492] lr: 4.888e-02, eta: 6 days, 17:50:04, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2503, top5_acc: 0.4900, loss_cls: 8.2783, loss: 8.2783 2025-08-05 00:54:24,968 - pyskl - INFO - Epoch [15][2600/7492] lr: 4.888e-02, eta: 6 days, 17:49:09, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2341, top5_acc: 0.4719, loss_cls: 8.2768, loss: 8.2768 2025-08-05 00:55:22,419 - pyskl - INFO - Epoch [15][2700/7492] lr: 4.888e-02, eta: 6 days, 17:48:13, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2394, top5_acc: 0.4800, loss_cls: 8.3055, loss: 8.3055 2025-08-05 00:56:18,773 - pyskl - INFO - Epoch [15][2800/7492] lr: 4.888e-02, eta: 6 days, 17:47:06, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4853, loss_cls: 8.3959, loss: 8.3959 2025-08-05 00:57:17,123 - pyskl - INFO - Epoch [15][2900/7492] lr: 4.887e-02, eta: 6 days, 17:46:19, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2516, top5_acc: 0.4753, loss_cls: 8.3880, loss: 8.3880 2025-08-05 00:58:13,778 - pyskl - INFO - Epoch [15][3000/7492] lr: 4.887e-02, eta: 6 days, 17:45:15, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2525, top5_acc: 0.4997, loss_cls: 8.2175, loss: 8.2175 2025-08-05 00:59:10,469 - pyskl - INFO - Epoch [15][3100/7492] lr: 4.887e-02, eta: 6 days, 17:44:12, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2466, top5_acc: 0.4959, loss_cls: 8.2782, loss: 8.2782 2025-08-05 01:00:07,301 - pyskl - INFO - Epoch [15][3200/7492] lr: 4.887e-02, eta: 6 days, 17:43:10, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2319, top5_acc: 0.4641, loss_cls: 8.3354, loss: 8.3354 2025-08-05 01:01:03,914 - pyskl - INFO - Epoch [15][3300/7492] lr: 4.887e-02, eta: 6 days, 17:42:06, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2456, top5_acc: 0.4703, loss_cls: 8.3986, loss: 8.3986 2025-08-05 01:02:00,967 - pyskl - INFO - Epoch [15][3400/7492] lr: 4.886e-02, eta: 6 days, 17:41:06, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2350, top5_acc: 0.4844, loss_cls: 8.2627, loss: 8.2627 2025-08-05 01:02:58,592 - pyskl - INFO - Epoch [15][3500/7492] lr: 4.886e-02, eta: 6 days, 17:40:12, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2462, top5_acc: 0.4841, loss_cls: 8.2720, loss: 8.2720 2025-08-05 01:03:56,195 - pyskl - INFO - Epoch [15][3600/7492] lr: 4.886e-02, eta: 6 days, 17:39:17, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4825, loss_cls: 8.2430, loss: 8.2430 2025-08-05 01:04:55,065 - pyskl - INFO - Epoch [15][3700/7492] lr: 4.886e-02, eta: 6 days, 17:38:34, time: 0.589, data_time: 0.000, memory: 11065, top1_acc: 0.2284, top5_acc: 0.4738, loss_cls: 8.3840, loss: 8.3840 2025-08-05 01:05:52,424 - pyskl - INFO - Epoch [15][3800/7492] lr: 4.885e-02, eta: 6 days, 17:37:37, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2459, top5_acc: 0.4903, loss_cls: 8.3499, loss: 8.3499 2025-08-05 01:06:49,166 - pyskl - INFO - Epoch [15][3900/7492] lr: 4.885e-02, eta: 6 days, 17:36:35, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2322, top5_acc: 0.4766, loss_cls: 8.3793, loss: 8.3793 2025-08-05 01:07:46,452 - pyskl - INFO - Epoch [15][4000/7492] lr: 4.885e-02, eta: 6 days, 17:35:37, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2281, top5_acc: 0.4734, loss_cls: 8.4071, loss: 8.4071 2025-08-05 01:08:44,466 - pyskl - INFO - Epoch [15][4100/7492] lr: 4.885e-02, eta: 6 days, 17:34:46, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2256, top5_acc: 0.4731, loss_cls: 8.3696, loss: 8.3696 2025-08-05 01:09:41,393 - pyskl - INFO - Epoch [15][4200/7492] lr: 4.885e-02, eta: 6 days, 17:33:45, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2512, top5_acc: 0.4766, loss_cls: 8.2835, loss: 8.2835 2025-08-05 01:10:38,640 - pyskl - INFO - Epoch [15][4300/7492] lr: 4.884e-02, eta: 6 days, 17:32:47, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2569, top5_acc: 0.4963, loss_cls: 8.2212, loss: 8.2212 2025-08-05 01:11:35,281 - pyskl - INFO - Epoch [15][4400/7492] lr: 4.884e-02, eta: 6 days, 17:31:44, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2278, top5_acc: 0.4738, loss_cls: 8.3154, loss: 8.3154 2025-08-05 01:12:32,038 - pyskl - INFO - Epoch [15][4500/7492] lr: 4.884e-02, eta: 6 days, 17:30:41, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4813, loss_cls: 8.3578, loss: 8.3578 2025-08-05 01:13:29,999 - pyskl - INFO - Epoch [15][4600/7492] lr: 4.884e-02, eta: 6 days, 17:29:50, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2344, top5_acc: 0.4838, loss_cls: 8.3295, loss: 8.3295 2025-08-05 01:14:27,210 - pyskl - INFO - Epoch [15][4700/7492] lr: 4.884e-02, eta: 6 days, 17:28:51, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4853, loss_cls: 8.2821, loss: 8.2821 2025-08-05 01:15:25,442 - pyskl - INFO - Epoch [15][4800/7492] lr: 4.883e-02, eta: 6 days, 17:28:03, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2425, top5_acc: 0.4897, loss_cls: 8.2067, loss: 8.2067 2025-08-05 01:16:23,423 - pyskl - INFO - Epoch [15][4900/7492] lr: 4.883e-02, eta: 6 days, 17:27:11, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2547, top5_acc: 0.4791, loss_cls: 8.3907, loss: 8.3907 2025-08-05 01:17:20,705 - pyskl - INFO - Epoch [15][5000/7492] lr: 4.883e-02, eta: 6 days, 17:26:14, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2587, top5_acc: 0.4919, loss_cls: 8.1333, loss: 8.1333 2025-08-05 01:18:17,829 - pyskl - INFO - Epoch [15][5100/7492] lr: 4.883e-02, eta: 6 days, 17:25:15, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4675, loss_cls: 8.3776, loss: 8.3776 2025-08-05 01:19:15,299 - pyskl - INFO - Epoch [15][5200/7492] lr: 4.883e-02, eta: 6 days, 17:24:19, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2284, top5_acc: 0.4691, loss_cls: 8.4481, loss: 8.4481 2025-08-05 01:20:13,012 - pyskl - INFO - Epoch [15][5300/7492] lr: 4.882e-02, eta: 6 days, 17:23:25, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2434, top5_acc: 0.4747, loss_cls: 8.3298, loss: 8.3298 2025-08-05 01:21:10,606 - pyskl - INFO - Epoch [15][5400/7492] lr: 4.882e-02, eta: 6 days, 17:22:30, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4703, loss_cls: 8.4612, loss: 8.4612 2025-08-05 01:22:08,888 - pyskl - INFO - Epoch [15][5500/7492] lr: 4.882e-02, eta: 6 days, 17:21:42, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2394, top5_acc: 0.4781, loss_cls: 8.2433, loss: 8.2433 2025-08-05 01:23:06,713 - pyskl - INFO - Epoch [15][5600/7492] lr: 4.882e-02, eta: 6 days, 17:20:49, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2416, top5_acc: 0.4884, loss_cls: 8.3306, loss: 8.3306 2025-08-05 01:24:03,816 - pyskl - INFO - Epoch [15][5700/7492] lr: 4.881e-02, eta: 6 days, 17:19:50, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2391, top5_acc: 0.4888, loss_cls: 8.2244, loss: 8.2244 2025-08-05 01:25:02,593 - pyskl - INFO - Epoch [15][5800/7492] lr: 4.881e-02, eta: 6 days, 17:19:06, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2494, top5_acc: 0.4984, loss_cls: 8.1961, loss: 8.1961 2025-08-05 01:26:00,178 - pyskl - INFO - Epoch [15][5900/7492] lr: 4.881e-02, eta: 6 days, 17:18:11, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4741, loss_cls: 8.4167, loss: 8.4167 2025-08-05 01:26:58,650 - pyskl - INFO - Epoch [15][6000/7492] lr: 4.881e-02, eta: 6 days, 17:17:24, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 8.2628, loss: 8.2628 2025-08-05 01:27:57,017 - pyskl - INFO - Epoch [15][6100/7492] lr: 4.881e-02, eta: 6 days, 17:16:36, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4922, loss_cls: 8.3639, loss: 8.3639 2025-08-05 01:28:55,108 - pyskl - INFO - Epoch [15][6200/7492] lr: 4.880e-02, eta: 6 days, 17:15:46, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2331, top5_acc: 0.4866, loss_cls: 8.2916, loss: 8.2916 2025-08-05 01:29:53,018 - pyskl - INFO - Epoch [15][6300/7492] lr: 4.880e-02, eta: 6 days, 17:14:54, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2487, top5_acc: 0.4906, loss_cls: 8.2664, loss: 8.2664 2025-08-05 01:30:50,039 - pyskl - INFO - Epoch [15][6400/7492] lr: 4.880e-02, eta: 6 days, 17:13:53, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4938, loss_cls: 8.3095, loss: 8.3095 2025-08-05 01:31:46,684 - pyskl - INFO - Epoch [15][6500/7492] lr: 4.880e-02, eta: 6 days, 17:12:50, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2478, top5_acc: 0.4856, loss_cls: 8.2394, loss: 8.2394 2025-08-05 01:32:43,881 - pyskl - INFO - Epoch [15][6600/7492] lr: 4.880e-02, eta: 6 days, 17:11:51, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2387, top5_acc: 0.4931, loss_cls: 8.3259, loss: 8.3259 2025-08-05 01:33:41,165 - pyskl - INFO - Epoch [15][6700/7492] lr: 4.879e-02, eta: 6 days, 17:10:54, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2559, top5_acc: 0.5003, loss_cls: 8.1953, loss: 8.1953 2025-08-05 01:34:37,805 - pyskl - INFO - Epoch [15][6800/7492] lr: 4.879e-02, eta: 6 days, 17:09:50, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2263, top5_acc: 0.4738, loss_cls: 8.3509, loss: 8.3509 2025-08-05 01:35:34,665 - pyskl - INFO - Epoch [15][6900/7492] lr: 4.879e-02, eta: 6 days, 17:08:49, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4816, loss_cls: 8.2948, loss: 8.2948 2025-08-05 01:36:32,345 - pyskl - INFO - Epoch [15][7000/7492] lr: 4.879e-02, eta: 6 days, 17:07:55, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2425, top5_acc: 0.4834, loss_cls: 8.3204, loss: 8.3204 2025-08-05 01:37:30,376 - pyskl - INFO - Epoch [15][7100/7492] lr: 4.878e-02, eta: 6 days, 17:07:04, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2475, top5_acc: 0.4822, loss_cls: 8.2781, loss: 8.2781 2025-08-05 01:38:28,700 - pyskl - INFO - Epoch [15][7200/7492] lr: 4.878e-02, eta: 6 days, 17:06:15, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4903, loss_cls: 8.2387, loss: 8.2387 2025-08-05 01:39:26,420 - pyskl - INFO - Epoch [15][7300/7492] lr: 4.878e-02, eta: 6 days, 17:05:21, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2466, top5_acc: 0.4669, loss_cls: 8.3625, loss: 8.3625 2025-08-05 01:40:23,694 - pyskl - INFO - Epoch [15][7400/7492] lr: 4.878e-02, eta: 6 days, 17:04:24, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2478, top5_acc: 0.4881, loss_cls: 8.3057, loss: 8.3057 2025-08-05 01:41:17,431 - pyskl - INFO - Saving checkpoint at 15 epochs 2025-08-05 01:42:05,337 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 01:42:06,052 - pyskl - INFO - top1_acc 0.1876 top5_acc 0.4157 2025-08-05 01:42:06,052 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 01:42:06,100 - pyskl - INFO - mean_acc 0.1871 2025-08-05 01:42:06,113 - pyskl - INFO - Epoch(val) [15][617] top1_acc: 0.1876, top5_acc: 0.4157, mean_class_accuracy: 0.1871 2025-08-05 01:43:36,971 - pyskl - INFO - Epoch [16][100/7492] lr: 4.877e-02, eta: 6 days, 16:59:41, time: 0.908, data_time: 0.331, memory: 11065, top1_acc: 0.2622, top5_acc: 0.5028, loss_cls: 8.1630, loss: 8.1630 2025-08-05 01:44:33,923 - pyskl - INFO - Epoch [16][200/7492] lr: 4.877e-02, eta: 6 days, 16:58:40, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4922, loss_cls: 8.1710, loss: 8.1710 2025-08-05 01:45:30,717 - pyskl - INFO - Epoch [16][300/7492] lr: 4.877e-02, eta: 6 days, 16:57:38, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2506, top5_acc: 0.4959, loss_cls: 8.2181, loss: 8.2181 2025-08-05 01:46:28,478 - pyskl - INFO - Epoch [16][400/7492] lr: 4.877e-02, eta: 6 days, 16:56:45, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2497, top5_acc: 0.4819, loss_cls: 8.2699, loss: 8.2699 2025-08-05 01:47:25,393 - pyskl - INFO - Epoch [16][500/7492] lr: 4.877e-02, eta: 6 days, 16:55:44, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4941, loss_cls: 8.2222, loss: 8.2222 2025-08-05 01:48:23,047 - pyskl - INFO - Epoch [16][600/7492] lr: 4.876e-02, eta: 6 days, 16:54:50, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2331, top5_acc: 0.4728, loss_cls: 8.3551, loss: 8.3551 2025-08-05 01:49:21,434 - pyskl - INFO - Epoch [16][700/7492] lr: 4.876e-02, eta: 6 days, 16:54:02, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2503, top5_acc: 0.4706, loss_cls: 8.3447, loss: 8.3447 2025-08-05 01:50:18,769 - pyskl - INFO - Epoch [16][800/7492] lr: 4.876e-02, eta: 6 days, 16:53:05, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4906, loss_cls: 8.3013, loss: 8.3013 2025-08-05 01:51:16,062 - pyskl - INFO - Epoch [16][900/7492] lr: 4.876e-02, eta: 6 days, 16:52:08, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2522, top5_acc: 0.4850, loss_cls: 8.3389, loss: 8.3389 2025-08-05 01:52:13,540 - pyskl - INFO - Epoch [16][1000/7492] lr: 4.875e-02, eta: 6 days, 16:51:12, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4878, loss_cls: 8.2982, loss: 8.2982 2025-08-05 01:53:10,676 - pyskl - INFO - Epoch [16][1100/7492] lr: 4.875e-02, eta: 6 days, 16:50:13, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4834, loss_cls: 8.3144, loss: 8.3144 2025-08-05 01:54:08,112 - pyskl - INFO - Epoch [16][1200/7492] lr: 4.875e-02, eta: 6 days, 16:49:17, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4900, loss_cls: 8.3196, loss: 8.3196 2025-08-05 01:55:06,412 - pyskl - INFO - Epoch [16][1300/7492] lr: 4.875e-02, eta: 6 days, 16:48:28, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4897, loss_cls: 8.3346, loss: 8.3346 2025-08-05 01:56:04,271 - pyskl - INFO - Epoch [16][1400/7492] lr: 4.875e-02, eta: 6 days, 16:47:36, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2372, top5_acc: 0.4738, loss_cls: 8.3147, loss: 8.3147 2025-08-05 01:57:01,250 - pyskl - INFO - Epoch [16][1500/7492] lr: 4.874e-02, eta: 6 days, 16:46:36, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2472, top5_acc: 0.4844, loss_cls: 8.3156, loss: 8.3156 2025-08-05 01:57:59,090 - pyskl - INFO - Epoch [16][1600/7492] lr: 4.874e-02, eta: 6 days, 16:45:43, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2481, top5_acc: 0.4897, loss_cls: 8.2753, loss: 8.2753 2025-08-05 01:58:57,114 - pyskl - INFO - Epoch [16][1700/7492] lr: 4.874e-02, eta: 6 days, 16:44:52, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2566, top5_acc: 0.4994, loss_cls: 8.2254, loss: 8.2254 2025-08-05 01:59:56,125 - pyskl - INFO - Epoch [16][1800/7492] lr: 4.874e-02, eta: 6 days, 16:44:10, time: 0.590, data_time: 0.000, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4838, loss_cls: 8.2563, loss: 8.2563 2025-08-05 02:00:54,473 - pyskl - INFO - Epoch [16][1900/7492] lr: 4.874e-02, eta: 6 days, 16:43:21, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 8.3824, loss: 8.3824 2025-08-05 02:01:51,016 - pyskl - INFO - Epoch [16][2000/7492] lr: 4.873e-02, eta: 6 days, 16:42:17, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2572, top5_acc: 0.4966, loss_cls: 8.1756, loss: 8.1756 2025-08-05 02:02:48,911 - pyskl - INFO - Epoch [16][2100/7492] lr: 4.873e-02, eta: 6 days, 16:41:25, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2525, top5_acc: 0.4863, loss_cls: 8.2503, loss: 8.2503 2025-08-05 02:03:45,673 - pyskl - INFO - Epoch [16][2200/7492] lr: 4.873e-02, eta: 6 days, 16:40:23, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2609, top5_acc: 0.4947, loss_cls: 8.1876, loss: 8.1876 2025-08-05 02:04:42,722 - pyskl - INFO - Epoch [16][2300/7492] lr: 4.873e-02, eta: 6 days, 16:39:23, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2378, top5_acc: 0.4828, loss_cls: 8.2439, loss: 8.2439 2025-08-05 02:05:39,554 - pyskl - INFO - Epoch [16][2400/7492] lr: 4.872e-02, eta: 6 days, 16:38:22, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2462, top5_acc: 0.4884, loss_cls: 8.2813, loss: 8.2813 2025-08-05 02:06:36,821 - pyskl - INFO - Epoch [16][2500/7492] lr: 4.872e-02, eta: 6 days, 16:37:24, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2372, top5_acc: 0.4697, loss_cls: 8.3836, loss: 8.3836 2025-08-05 02:07:35,267 - pyskl - INFO - Epoch [16][2600/7492] lr: 4.872e-02, eta: 6 days, 16:36:37, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2372, top5_acc: 0.4984, loss_cls: 8.2916, loss: 8.2916 2025-08-05 02:08:33,996 - pyskl - INFO - Epoch [16][2700/7492] lr: 4.872e-02, eta: 6 days, 16:35:52, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2331, top5_acc: 0.4747, loss_cls: 8.3622, loss: 8.3622 2025-08-05 02:09:32,145 - pyskl - INFO - Epoch [16][2800/7492] lr: 4.872e-02, eta: 6 days, 16:35:02, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2534, top5_acc: 0.4872, loss_cls: 8.2143, loss: 8.2143 2025-08-05 02:10:28,902 - pyskl - INFO - Epoch [16][2900/7492] lr: 4.871e-02, eta: 6 days, 16:34:00, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4866, loss_cls: 8.3212, loss: 8.3212 2025-08-05 02:11:25,870 - pyskl - INFO - Epoch [16][3000/7492] lr: 4.871e-02, eta: 6 days, 16:32:59, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2425, top5_acc: 0.4772, loss_cls: 8.4171, loss: 8.4171 2025-08-05 02:12:24,101 - pyskl - INFO - Epoch [16][3100/7492] lr: 4.871e-02, eta: 6 days, 16:32:10, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2428, top5_acc: 0.4909, loss_cls: 8.2532, loss: 8.2532 2025-08-05 02:13:21,982 - pyskl - INFO - Epoch [16][3200/7492] lr: 4.871e-02, eta: 6 days, 16:31:17, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2572, top5_acc: 0.4991, loss_cls: 8.2520, loss: 8.2520 2025-08-05 02:14:18,813 - pyskl - INFO - Epoch [16][3300/7492] lr: 4.870e-02, eta: 6 days, 16:30:16, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4884, loss_cls: 8.2886, loss: 8.2886 2025-08-05 02:15:14,865 - pyskl - INFO - Epoch [16][3400/7492] lr: 4.870e-02, eta: 6 days, 16:29:08, time: 0.561, data_time: 0.000, memory: 11065, top1_acc: 0.2456, top5_acc: 0.4841, loss_cls: 8.3258, loss: 8.3258 2025-08-05 02:16:12,198 - pyskl - INFO - Epoch [16][3500/7492] lr: 4.870e-02, eta: 6 days, 16:28:10, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4713, loss_cls: 8.3004, loss: 8.3004 2025-08-05 02:17:09,741 - pyskl - INFO - Epoch [16][3600/7492] lr: 4.870e-02, eta: 6 days, 16:27:15, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4859, loss_cls: 8.3584, loss: 8.3584 2025-08-05 02:18:08,593 - pyskl - INFO - Epoch [16][3700/7492] lr: 4.870e-02, eta: 6 days, 16:26:31, time: 0.589, data_time: 0.000, memory: 11065, top1_acc: 0.2575, top5_acc: 0.4994, loss_cls: 8.2705, loss: 8.2705 2025-08-05 02:19:06,451 - pyskl - INFO - Epoch [16][3800/7492] lr: 4.869e-02, eta: 6 days, 16:25:38, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2484, top5_acc: 0.4884, loss_cls: 8.2350, loss: 8.2350 2025-08-05 02:20:04,346 - pyskl - INFO - Epoch [16][3900/7492] lr: 4.869e-02, eta: 6 days, 16:24:46, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 8.3362, loss: 8.3362 2025-08-05 02:21:02,072 - pyskl - INFO - Epoch [16][4000/7492] lr: 4.869e-02, eta: 6 days, 16:23:52, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2434, top5_acc: 0.4947, loss_cls: 8.2725, loss: 8.2725 2025-08-05 02:21:59,219 - pyskl - INFO - Epoch [16][4100/7492] lr: 4.869e-02, eta: 6 days, 16:22:54, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4797, loss_cls: 8.4094, loss: 8.4094 2025-08-05 02:22:56,197 - pyskl - INFO - Epoch [16][4200/7492] lr: 4.868e-02, eta: 6 days, 16:21:53, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4781, loss_cls: 8.3946, loss: 8.3946 2025-08-05 02:23:53,132 - pyskl - INFO - Epoch [16][4300/7492] lr: 4.868e-02, eta: 6 days, 16:20:53, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2469, top5_acc: 0.4997, loss_cls: 8.2252, loss: 8.2252 2025-08-05 02:24:51,449 - pyskl - INFO - Epoch [16][4400/7492] lr: 4.868e-02, eta: 6 days, 16:20:04, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2478, top5_acc: 0.4869, loss_cls: 8.2029, loss: 8.2029 2025-08-05 02:25:47,961 - pyskl - INFO - Epoch [16][4500/7492] lr: 4.868e-02, eta: 6 days, 16:19:00, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2378, top5_acc: 0.4866, loss_cls: 8.2972, loss: 8.2972 2025-08-05 02:26:44,901 - pyskl - INFO - Epoch [16][4600/7492] lr: 4.868e-02, eta: 6 days, 16:17:59, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2334, top5_acc: 0.4847, loss_cls: 8.3619, loss: 8.3619 2025-08-05 02:27:41,457 - pyskl - INFO - Epoch [16][4700/7492] lr: 4.867e-02, eta: 6 days, 16:16:55, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2512, top5_acc: 0.4966, loss_cls: 8.2233, loss: 8.2233 2025-08-05 02:28:38,702 - pyskl - INFO - Epoch [16][4800/7492] lr: 4.867e-02, eta: 6 days, 16:15:57, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2472, top5_acc: 0.4900, loss_cls: 8.2642, loss: 8.2642 2025-08-05 02:29:37,493 - pyskl - INFO - Epoch [16][4900/7492] lr: 4.867e-02, eta: 6 days, 16:15:13, time: 0.588, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4981, loss_cls: 8.2028, loss: 8.2028 2025-08-05 02:30:35,344 - pyskl - INFO - Epoch [16][5000/7492] lr: 4.867e-02, eta: 6 days, 16:14:20, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4838, loss_cls: 8.3946, loss: 8.3946 2025-08-05 02:31:33,270 - pyskl - INFO - Epoch [16][5100/7492] lr: 4.866e-02, eta: 6 days, 16:13:28, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4897, loss_cls: 8.2286, loss: 8.2286 2025-08-05 02:32:30,192 - pyskl - INFO - Epoch [16][5200/7492] lr: 4.866e-02, eta: 6 days, 16:12:27, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2472, top5_acc: 0.4969, loss_cls: 8.2380, loss: 8.2380 2025-08-05 02:33:27,602 - pyskl - INFO - Epoch [16][5300/7492] lr: 4.866e-02, eta: 6 days, 16:11:30, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2359, top5_acc: 0.4963, loss_cls: 8.2963, loss: 8.2963 2025-08-05 02:34:23,983 - pyskl - INFO - Epoch [16][5400/7492] lr: 4.866e-02, eta: 6 days, 16:10:25, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2509, top5_acc: 0.4947, loss_cls: 8.1812, loss: 8.1812 2025-08-05 02:35:22,479 - pyskl - INFO - Epoch [16][5500/7492] lr: 4.865e-02, eta: 6 days, 16:09:38, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4856, loss_cls: 8.3550, loss: 8.3550 2025-08-05 02:36:20,300 - pyskl - INFO - Epoch [16][5600/7492] lr: 4.865e-02, eta: 6 days, 16:08:45, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2284, top5_acc: 0.4738, loss_cls: 8.3689, loss: 8.3689 2025-08-05 02:37:18,524 - pyskl - INFO - Epoch [16][5700/7492] lr: 4.865e-02, eta: 6 days, 16:07:55, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2491, top5_acc: 0.4841, loss_cls: 8.2812, loss: 8.2812 2025-08-05 02:38:15,616 - pyskl - INFO - Epoch [16][5800/7492] lr: 4.865e-02, eta: 6 days, 16:06:56, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2281, top5_acc: 0.4788, loss_cls: 8.3377, loss: 8.3377 2025-08-05 02:39:13,530 - pyskl - INFO - Epoch [16][5900/7492] lr: 4.865e-02, eta: 6 days, 16:06:04, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2478, top5_acc: 0.4863, loss_cls: 8.3312, loss: 8.3312 2025-08-05 02:40:12,122 - pyskl - INFO - Epoch [16][6000/7492] lr: 4.864e-02, eta: 6 days, 16:05:17, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4828, loss_cls: 8.2662, loss: 8.2662 2025-08-05 02:41:10,279 - pyskl - INFO - Epoch [16][6100/7492] lr: 4.864e-02, eta: 6 days, 16:04:27, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2509, top5_acc: 0.4931, loss_cls: 8.2738, loss: 8.2738 2025-08-05 02:42:08,164 - pyskl - INFO - Epoch [16][6200/7492] lr: 4.864e-02, eta: 6 days, 16:03:34, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2325, top5_acc: 0.4741, loss_cls: 8.3408, loss: 8.3408 2025-08-05 02:43:05,432 - pyskl - INFO - Epoch [16][6300/7492] lr: 4.864e-02, eta: 6 days, 16:02:37, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2491, top5_acc: 0.4863, loss_cls: 8.2577, loss: 8.2577 2025-08-05 02:44:02,066 - pyskl - INFO - Epoch [16][6400/7492] lr: 4.863e-02, eta: 6 days, 16:01:33, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2334, top5_acc: 0.4813, loss_cls: 8.2821, loss: 8.2821 2025-08-05 02:44:58,804 - pyskl - INFO - Epoch [16][6500/7492] lr: 4.863e-02, eta: 6 days, 16:00:31, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4747, loss_cls: 8.2921, loss: 8.2921 2025-08-05 02:45:55,749 - pyskl - INFO - Epoch [16][6600/7492] lr: 4.863e-02, eta: 6 days, 15:59:31, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2475, top5_acc: 0.4794, loss_cls: 8.3199, loss: 8.3199 2025-08-05 02:46:53,927 - pyskl - INFO - Epoch [16][6700/7492] lr: 4.863e-02, eta: 6 days, 15:58:41, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2497, top5_acc: 0.4866, loss_cls: 8.3051, loss: 8.3051 2025-08-05 02:47:51,841 - pyskl - INFO - Epoch [16][6800/7492] lr: 4.863e-02, eta: 6 days, 15:57:48, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2556, top5_acc: 0.4953, loss_cls: 8.1867, loss: 8.1867 2025-08-05 02:48:48,329 - pyskl - INFO - Epoch [16][6900/7492] lr: 4.862e-02, eta: 6 days, 15:56:44, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4784, loss_cls: 8.3194, loss: 8.3194 2025-08-05 02:49:44,774 - pyskl - INFO - Epoch [16][7000/7492] lr: 4.862e-02, eta: 6 days, 15:55:39, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2466, top5_acc: 0.4766, loss_cls: 8.2509, loss: 8.2509 2025-08-05 02:50:41,960 - pyskl - INFO - Epoch [16][7100/7492] lr: 4.862e-02, eta: 6 days, 15:54:41, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4666, loss_cls: 8.3121, loss: 8.3121 2025-08-05 02:51:39,225 - pyskl - INFO - Epoch [16][7200/7492] lr: 4.862e-02, eta: 6 days, 15:53:43, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4997, loss_cls: 8.2515, loss: 8.2515 2025-08-05 02:52:36,530 - pyskl - INFO - Epoch [16][7300/7492] lr: 4.861e-02, eta: 6 days, 15:52:45, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2487, top5_acc: 0.4959, loss_cls: 8.2225, loss: 8.2225 2025-08-05 02:53:33,147 - pyskl - INFO - Epoch [16][7400/7492] lr: 4.861e-02, eta: 6 days, 15:51:42, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2550, top5_acc: 0.4997, loss_cls: 8.1945, loss: 8.1945 2025-08-05 02:54:27,321 - pyskl - INFO - Saving checkpoint at 16 epochs 2025-08-05 02:55:17,204 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 02:55:17,868 - pyskl - INFO - top1_acc 0.2033 top5_acc 0.4355 2025-08-05 02:55:17,868 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 02:55:17,912 - pyskl - INFO - mean_acc 0.2031 2025-08-05 02:55:17,925 - pyskl - INFO - Epoch(val) [16][617] top1_acc: 0.2033, top5_acc: 0.4355, mean_class_accuracy: 0.2031 2025-08-05 02:56:49,758 - pyskl - INFO - Epoch [17][100/7492] lr: 4.861e-02, eta: 6 days, 15:47:20, time: 0.918, data_time: 0.341, memory: 11065, top1_acc: 0.2537, top5_acc: 0.4994, loss_cls: 8.1665, loss: 8.1665 2025-08-05 02:57:47,301 - pyskl - INFO - Epoch [17][200/7492] lr: 4.860e-02, eta: 6 days, 15:46:24, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2528, top5_acc: 0.4863, loss_cls: 8.2206, loss: 8.2206 2025-08-05 02:58:45,949 - pyskl - INFO - Epoch [17][300/7492] lr: 4.860e-02, eta: 6 days, 15:45:38, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2578, top5_acc: 0.4922, loss_cls: 8.1815, loss: 8.1815 2025-08-05 02:59:43,016 - pyskl - INFO - Epoch [17][400/7492] lr: 4.860e-02, eta: 6 days, 15:44:39, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2547, top5_acc: 0.4922, loss_cls: 8.2685, loss: 8.2685 2025-08-05 03:00:40,208 - pyskl - INFO - Epoch [17][500/7492] lr: 4.860e-02, eta: 6 days, 15:43:41, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2481, top5_acc: 0.5019, loss_cls: 8.2633, loss: 8.2633 2025-08-05 03:01:38,002 - pyskl - INFO - Epoch [17][600/7492] lr: 4.860e-02, eta: 6 days, 15:42:47, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2597, top5_acc: 0.5066, loss_cls: 8.1311, loss: 8.1311 2025-08-05 03:02:35,464 - pyskl - INFO - Epoch [17][700/7492] lr: 4.859e-02, eta: 6 days, 15:41:51, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4781, loss_cls: 8.3241, loss: 8.3241 2025-08-05 03:03:32,962 - pyskl - INFO - Epoch [17][800/7492] lr: 4.859e-02, eta: 6 days, 15:40:56, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2459, top5_acc: 0.4938, loss_cls: 8.2878, loss: 8.2878 2025-08-05 03:04:30,536 - pyskl - INFO - Epoch [17][900/7492] lr: 4.859e-02, eta: 6 days, 15:40:01, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2484, top5_acc: 0.4969, loss_cls: 8.2292, loss: 8.2292 2025-08-05 03:05:27,118 - pyskl - INFO - Epoch [17][1000/7492] lr: 4.859e-02, eta: 6 days, 15:38:57, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.4794, loss_cls: 8.3350, loss: 8.3350 2025-08-05 03:06:25,606 - pyskl - INFO - Epoch [17][1100/7492] lr: 4.858e-02, eta: 6 days, 15:38:10, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2594, top5_acc: 0.5078, loss_cls: 8.1265, loss: 8.1265 2025-08-05 03:07:21,988 - pyskl - INFO - Epoch [17][1200/7492] lr: 4.858e-02, eta: 6 days, 15:37:05, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2487, top5_acc: 0.4956, loss_cls: 8.1716, loss: 8.1716 2025-08-05 03:08:18,458 - pyskl - INFO - Epoch [17][1300/7492] lr: 4.858e-02, eta: 6 days, 15:36:01, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4809, loss_cls: 8.3278, loss: 8.3278 2025-08-05 03:09:16,030 - pyskl - INFO - Epoch [17][1400/7492] lr: 4.858e-02, eta: 6 days, 15:35:05, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4894, loss_cls: 8.3570, loss: 8.3570 2025-08-05 03:10:13,673 - pyskl - INFO - Epoch [17][1500/7492] lr: 4.857e-02, eta: 6 days, 15:34:11, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2309, top5_acc: 0.4725, loss_cls: 8.4193, loss: 8.4193 2025-08-05 03:11:10,619 - pyskl - INFO - Epoch [17][1600/7492] lr: 4.857e-02, eta: 6 days, 15:33:11, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2525, top5_acc: 0.4953, loss_cls: 8.3124, loss: 8.3124 2025-08-05 03:12:07,679 - pyskl - INFO - Epoch [17][1700/7492] lr: 4.857e-02, eta: 6 days, 15:32:11, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2306, top5_acc: 0.4725, loss_cls: 8.2874, loss: 8.2874 2025-08-05 03:13:04,322 - pyskl - INFO - Epoch [17][1800/7492] lr: 4.857e-02, eta: 6 days, 15:31:09, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2416, top5_acc: 0.4763, loss_cls: 8.2750, loss: 8.2750 2025-08-05 03:14:00,937 - pyskl - INFO - Epoch [17][1900/7492] lr: 4.857e-02, eta: 6 days, 15:30:06, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2487, top5_acc: 0.4934, loss_cls: 8.2433, loss: 8.2433 2025-08-05 03:14:58,264 - pyskl - INFO - Epoch [17][2000/7492] lr: 4.856e-02, eta: 6 days, 15:29:08, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2462, top5_acc: 0.4953, loss_cls: 8.1628, loss: 8.1628 2025-08-05 03:15:56,026 - pyskl - INFO - Epoch [17][2100/7492] lr: 4.856e-02, eta: 6 days, 15:28:15, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4772, loss_cls: 8.3087, loss: 8.3087 2025-08-05 03:16:53,029 - pyskl - INFO - Epoch [17][2200/7492] lr: 4.856e-02, eta: 6 days, 15:27:15, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2256, top5_acc: 0.4781, loss_cls: 8.2794, loss: 8.2794 2025-08-05 03:17:50,988 - pyskl - INFO - Epoch [17][2300/7492] lr: 4.856e-02, eta: 6 days, 15:26:23, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2544, top5_acc: 0.4866, loss_cls: 8.2914, loss: 8.2914 2025-08-05 03:18:49,467 - pyskl - INFO - Epoch [17][2400/7492] lr: 4.855e-02, eta: 6 days, 15:25:35, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4866, loss_cls: 8.2904, loss: 8.2904 2025-08-05 03:19:47,016 - pyskl - INFO - Epoch [17][2500/7492] lr: 4.855e-02, eta: 6 days, 15:24:40, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2609, top5_acc: 0.5062, loss_cls: 8.1790, loss: 8.1790 2025-08-05 03:20:45,923 - pyskl - INFO - Epoch [17][2600/7492] lr: 4.855e-02, eta: 6 days, 15:23:56, time: 0.589, data_time: 0.000, memory: 11065, top1_acc: 0.2478, top5_acc: 0.4806, loss_cls: 8.3028, loss: 8.3028 2025-08-05 03:21:43,933 - pyskl - INFO - Epoch [17][2700/7492] lr: 4.855e-02, eta: 6 days, 15:23:04, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4859, loss_cls: 8.3721, loss: 8.3721 2025-08-05 03:22:41,282 - pyskl - INFO - Epoch [17][2800/7492] lr: 4.854e-02, eta: 6 days, 15:22:07, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2494, top5_acc: 0.4922, loss_cls: 8.2581, loss: 8.2581 2025-08-05 03:23:39,876 - pyskl - INFO - Epoch [17][2900/7492] lr: 4.854e-02, eta: 6 days, 15:21:21, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4994, loss_cls: 8.2660, loss: 8.2660 2025-08-05 03:24:37,093 - pyskl - INFO - Epoch [17][3000/7492] lr: 4.854e-02, eta: 6 days, 15:20:22, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2347, top5_acc: 0.4775, loss_cls: 8.3932, loss: 8.3932 2025-08-05 03:25:34,523 - pyskl - INFO - Epoch [17][3100/7492] lr: 4.854e-02, eta: 6 days, 15:19:26, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2497, top5_acc: 0.4759, loss_cls: 8.3034, loss: 8.3034 2025-08-05 03:26:31,282 - pyskl - INFO - Epoch [17][3200/7492] lr: 4.853e-02, eta: 6 days, 15:18:24, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2512, top5_acc: 0.5019, loss_cls: 8.2340, loss: 8.2340 2025-08-05 03:27:28,051 - pyskl - INFO - Epoch [17][3300/7492] lr: 4.853e-02, eta: 6 days, 15:17:23, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2584, top5_acc: 0.4906, loss_cls: 8.2320, loss: 8.2320 2025-08-05 03:28:25,141 - pyskl - INFO - Epoch [17][3400/7492] lr: 4.853e-02, eta: 6 days, 15:16:24, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2503, top5_acc: 0.4897, loss_cls: 8.2092, loss: 8.2092 2025-08-05 03:29:22,402 - pyskl - INFO - Epoch [17][3500/7492] lr: 4.853e-02, eta: 6 days, 15:15:26, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2494, top5_acc: 0.4784, loss_cls: 8.3132, loss: 8.3132 2025-08-05 03:30:19,442 - pyskl - INFO - Epoch [17][3600/7492] lr: 4.853e-02, eta: 6 days, 15:14:26, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4941, loss_cls: 8.1982, loss: 8.1982 2025-08-05 03:31:16,850 - pyskl - INFO - Epoch [17][3700/7492] lr: 4.852e-02, eta: 6 days, 15:13:30, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2600, top5_acc: 0.5034, loss_cls: 8.1955, loss: 8.1955 2025-08-05 03:32:13,794 - pyskl - INFO - Epoch [17][3800/7492] lr: 4.852e-02, eta: 6 days, 15:12:30, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2509, top5_acc: 0.5025, loss_cls: 8.1832, loss: 8.1832 2025-08-05 03:33:11,907 - pyskl - INFO - Epoch [17][3900/7492] lr: 4.852e-02, eta: 6 days, 15:11:39, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2506, top5_acc: 0.4750, loss_cls: 8.3489, loss: 8.3489 2025-08-05 03:34:10,443 - pyskl - INFO - Epoch [17][4000/7492] lr: 4.852e-02, eta: 6 days, 15:10:51, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4847, loss_cls: 8.3151, loss: 8.3151 2025-08-05 03:35:07,898 - pyskl - INFO - Epoch [17][4100/7492] lr: 4.851e-02, eta: 6 days, 15:09:55, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2503, top5_acc: 0.4891, loss_cls: 8.2403, loss: 8.2403 2025-08-05 03:36:05,545 - pyskl - INFO - Epoch [17][4200/7492] lr: 4.851e-02, eta: 6 days, 15:09:01, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.4794, loss_cls: 8.3842, loss: 8.3842 2025-08-05 03:37:04,015 - pyskl - INFO - Epoch [17][4300/7492] lr: 4.851e-02, eta: 6 days, 15:08:13, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2384, top5_acc: 0.4759, loss_cls: 8.3338, loss: 8.3338 2025-08-05 03:38:00,563 - pyskl - INFO - Epoch [17][4400/7492] lr: 4.851e-02, eta: 6 days, 15:07:09, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2416, top5_acc: 0.4906, loss_cls: 8.2681, loss: 8.2681 2025-08-05 03:38:56,996 - pyskl - INFO - Epoch [17][4500/7492] lr: 4.850e-02, eta: 6 days, 15:06:05, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2462, top5_acc: 0.5012, loss_cls: 8.2568, loss: 8.2568 2025-08-05 03:39:54,354 - pyskl - INFO - Epoch [17][4600/7492] lr: 4.850e-02, eta: 6 days, 15:05:08, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4747, loss_cls: 8.3329, loss: 8.3329 2025-08-05 03:40:52,232 - pyskl - INFO - Epoch [17][4700/7492] lr: 4.850e-02, eta: 6 days, 15:04:15, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2375, top5_acc: 0.4741, loss_cls: 8.3760, loss: 8.3760 2025-08-05 03:41:50,022 - pyskl - INFO - Epoch [17][4800/7492] lr: 4.850e-02, eta: 6 days, 15:03:22, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2491, top5_acc: 0.4984, loss_cls: 8.3113, loss: 8.3113 2025-08-05 03:42:47,481 - pyskl - INFO - Epoch [17][4900/7492] lr: 4.849e-02, eta: 6 days, 15:02:26, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4984, loss_cls: 8.2581, loss: 8.2581 2025-08-05 03:43:44,911 - pyskl - INFO - Epoch [17][5000/7492] lr: 4.849e-02, eta: 6 days, 15:01:29, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2384, top5_acc: 0.4778, loss_cls: 8.3831, loss: 8.3831 2025-08-05 03:44:42,015 - pyskl - INFO - Epoch [17][5100/7492] lr: 4.849e-02, eta: 6 days, 15:00:30, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4747, loss_cls: 8.3779, loss: 8.3779 2025-08-05 03:45:39,071 - pyskl - INFO - Epoch [17][5200/7492] lr: 4.849e-02, eta: 6 days, 14:59:31, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2556, top5_acc: 0.4841, loss_cls: 8.2384, loss: 8.2384 2025-08-05 03:46:35,844 - pyskl - INFO - Epoch [17][5300/7492] lr: 4.849e-02, eta: 6 days, 14:58:29, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4794, loss_cls: 8.2817, loss: 8.2817 2025-08-05 03:47:33,419 - pyskl - INFO - Epoch [17][5400/7492] lr: 4.848e-02, eta: 6 days, 14:57:34, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2575, top5_acc: 0.4963, loss_cls: 8.2895, loss: 8.2895 2025-08-05 03:48:29,957 - pyskl - INFO - Epoch [17][5500/7492] lr: 4.848e-02, eta: 6 days, 14:56:31, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 8.3560, loss: 8.3560 2025-08-05 03:49:26,554 - pyskl - INFO - Epoch [17][5600/7492] lr: 4.848e-02, eta: 6 days, 14:55:28, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2481, top5_acc: 0.4906, loss_cls: 8.3275, loss: 8.3275 2025-08-05 03:50:23,616 - pyskl - INFO - Epoch [17][5700/7492] lr: 4.848e-02, eta: 6 days, 14:54:28, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2516, top5_acc: 0.4900, loss_cls: 8.2809, loss: 8.2809 2025-08-05 03:51:21,861 - pyskl - INFO - Epoch [17][5800/7492] lr: 4.847e-02, eta: 6 days, 14:53:39, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2497, top5_acc: 0.4809, loss_cls: 8.2847, loss: 8.2847 2025-08-05 03:52:20,369 - pyskl - INFO - Epoch [17][5900/7492] lr: 4.847e-02, eta: 6 days, 14:52:51, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2366, top5_acc: 0.4847, loss_cls: 8.2075, loss: 8.2075 2025-08-05 03:53:17,556 - pyskl - INFO - Epoch [17][6000/7492] lr: 4.847e-02, eta: 6 days, 14:51:52, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4978, loss_cls: 8.3011, loss: 8.3011 2025-08-05 03:54:15,374 - pyskl - INFO - Epoch [17][6100/7492] lr: 4.847e-02, eta: 6 days, 14:50:59, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2503, top5_acc: 0.4922, loss_cls: 8.3242, loss: 8.3242 2025-08-05 03:55:13,569 - pyskl - INFO - Epoch [17][6200/7492] lr: 4.846e-02, eta: 6 days, 14:50:09, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2600, top5_acc: 0.4959, loss_cls: 8.2303, loss: 8.2303 2025-08-05 03:56:10,890 - pyskl - INFO - Epoch [17][6300/7492] lr: 4.846e-02, eta: 6 days, 14:49:12, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2425, top5_acc: 0.4903, loss_cls: 8.2608, loss: 8.2608 2025-08-05 03:57:07,621 - pyskl - INFO - Epoch [17][6400/7492] lr: 4.846e-02, eta: 6 days, 14:48:10, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2494, top5_acc: 0.4869, loss_cls: 8.2688, loss: 8.2688 2025-08-05 03:58:05,017 - pyskl - INFO - Epoch [17][6500/7492] lr: 4.846e-02, eta: 6 days, 14:47:13, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4884, loss_cls: 8.2683, loss: 8.2683 2025-08-05 03:59:02,523 - pyskl - INFO - Epoch [17][6600/7492] lr: 4.845e-02, eta: 6 days, 14:46:17, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2384, top5_acc: 0.4897, loss_cls: 8.2259, loss: 8.2259 2025-08-05 03:59:59,704 - pyskl - INFO - Epoch [17][6700/7492] lr: 4.845e-02, eta: 6 days, 14:45:19, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4831, loss_cls: 8.3373, loss: 8.3373 2025-08-05 04:00:56,963 - pyskl - INFO - Epoch [17][6800/7492] lr: 4.845e-02, eta: 6 days, 14:44:21, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4881, loss_cls: 8.2107, loss: 8.2107 2025-08-05 04:01:55,297 - pyskl - INFO - Epoch [17][6900/7492] lr: 4.845e-02, eta: 6 days, 14:43:32, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2525, top5_acc: 0.4875, loss_cls: 8.2794, loss: 8.2794 2025-08-05 04:02:53,069 - pyskl - INFO - Epoch [17][7000/7492] lr: 4.844e-02, eta: 6 days, 14:42:38, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2462, top5_acc: 0.4972, loss_cls: 8.2161, loss: 8.2161 2025-08-05 04:03:50,060 - pyskl - INFO - Epoch [17][7100/7492] lr: 4.844e-02, eta: 6 days, 14:41:38, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2519, top5_acc: 0.4975, loss_cls: 8.2432, loss: 8.2432 2025-08-05 04:04:46,703 - pyskl - INFO - Epoch [17][7200/7492] lr: 4.844e-02, eta: 6 days, 14:40:36, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4903, loss_cls: 8.2835, loss: 8.2835 2025-08-05 04:05:44,175 - pyskl - INFO - Epoch [17][7300/7492] lr: 4.844e-02, eta: 6 days, 14:39:40, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2475, top5_acc: 0.4863, loss_cls: 8.2504, loss: 8.2504 2025-08-05 04:06:41,760 - pyskl - INFO - Epoch [17][7400/7492] lr: 4.843e-02, eta: 6 days, 14:38:45, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2566, top5_acc: 0.5047, loss_cls: 8.2251, loss: 8.2251 2025-08-05 04:07:35,827 - pyskl - INFO - Saving checkpoint at 17 epochs 2025-08-05 04:08:24,816 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 04:08:25,482 - pyskl - INFO - top1_acc 0.1970 top5_acc 0.4226 2025-08-05 04:08:25,483 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 04:08:25,531 - pyskl - INFO - mean_acc 0.1966 2025-08-05 04:08:25,544 - pyskl - INFO - Epoch(val) [17][617] top1_acc: 0.1970, top5_acc: 0.4226, mean_class_accuracy: 0.1966 2025-08-05 04:09:56,534 - pyskl - INFO - Epoch [18][100/7492] lr: 4.843e-02, eta: 6 days, 14:34:26, time: 0.910, data_time: 0.340, memory: 11065, top1_acc: 0.2566, top5_acc: 0.4800, loss_cls: 8.1871, loss: 8.1871 2025-08-05 04:10:55,137 - pyskl - INFO - Epoch [18][200/7492] lr: 4.843e-02, eta: 6 days, 14:33:38, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4841, loss_cls: 8.2729, loss: 8.2729 2025-08-05 04:11:52,302 - pyskl - INFO - Epoch [18][300/7492] lr: 4.842e-02, eta: 6 days, 14:32:40, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2509, top5_acc: 0.4916, loss_cls: 8.1561, loss: 8.1561 2025-08-05 04:12:49,139 - pyskl - INFO - Epoch [18][400/7492] lr: 4.842e-02, eta: 6 days, 14:31:39, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2419, top5_acc: 0.4953, loss_cls: 8.2754, loss: 8.2754 2025-08-05 04:13:46,584 - pyskl - INFO - Epoch [18][500/7492] lr: 4.842e-02, eta: 6 days, 14:30:43, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2519, top5_acc: 0.5028, loss_cls: 8.2313, loss: 8.2313 2025-08-05 04:14:44,570 - pyskl - INFO - Epoch [18][600/7492] lr: 4.842e-02, eta: 6 days, 14:29:51, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4800, loss_cls: 8.2506, loss: 8.2506 2025-08-05 04:15:41,121 - pyskl - INFO - Epoch [18][700/7492] lr: 4.841e-02, eta: 6 days, 14:28:48, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4922, loss_cls: 8.2550, loss: 8.2550 2025-08-05 04:16:37,875 - pyskl - INFO - Epoch [18][800/7492] lr: 4.841e-02, eta: 6 days, 14:27:46, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2581, top5_acc: 0.4994, loss_cls: 8.1428, loss: 8.1428 2025-08-05 04:17:34,545 - pyskl - INFO - Epoch [18][900/7492] lr: 4.841e-02, eta: 6 days, 14:26:44, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2516, top5_acc: 0.4894, loss_cls: 8.2150, loss: 8.2150 2025-08-05 04:18:32,031 - pyskl - INFO - Epoch [18][1000/7492] lr: 4.841e-02, eta: 6 days, 14:25:49, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4900, loss_cls: 8.2559, loss: 8.2559 2025-08-05 04:19:29,721 - pyskl - INFO - Epoch [18][1100/7492] lr: 4.841e-02, eta: 6 days, 14:24:54, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 8.2547, loss: 8.2547 2025-08-05 04:20:27,667 - pyskl - INFO - Epoch [18][1200/7492] lr: 4.840e-02, eta: 6 days, 14:24:02, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2550, top5_acc: 0.5069, loss_cls: 8.2115, loss: 8.2115 2025-08-05 04:21:25,669 - pyskl - INFO - Epoch [18][1300/7492] lr: 4.840e-02, eta: 6 days, 14:23:10, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2587, top5_acc: 0.5053, loss_cls: 8.1692, loss: 8.1692 2025-08-05 04:22:22,208 - pyskl - INFO - Epoch [18][1400/7492] lr: 4.840e-02, eta: 6 days, 14:22:07, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2534, top5_acc: 0.4888, loss_cls: 8.2002, loss: 8.2002 2025-08-05 04:23:18,720 - pyskl - INFO - Epoch [18][1500/7492] lr: 4.840e-02, eta: 6 days, 14:21:04, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2541, top5_acc: 0.5003, loss_cls: 8.2412, loss: 8.2412 2025-08-05 04:24:16,404 - pyskl - INFO - Epoch [18][1600/7492] lr: 4.839e-02, eta: 6 days, 14:20:09, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2519, top5_acc: 0.4959, loss_cls: 8.1944, loss: 8.1944 2025-08-05 04:25:13,858 - pyskl - INFO - Epoch [18][1700/7492] lr: 4.839e-02, eta: 6 days, 14:19:13, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2484, top5_acc: 0.5047, loss_cls: 8.2415, loss: 8.2415 2025-08-05 04:26:10,487 - pyskl - INFO - Epoch [18][1800/7492] lr: 4.839e-02, eta: 6 days, 14:18:11, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2487, top5_acc: 0.4963, loss_cls: 8.2533, loss: 8.2533 2025-08-05 04:27:07,316 - pyskl - INFO - Epoch [18][1900/7492] lr: 4.839e-02, eta: 6 days, 14:17:10, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2547, top5_acc: 0.4972, loss_cls: 8.2104, loss: 8.2104 2025-08-05 04:28:04,039 - pyskl - INFO - Epoch [18][2000/7492] lr: 4.838e-02, eta: 6 days, 14:16:08, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2547, top5_acc: 0.4994, loss_cls: 8.1885, loss: 8.1885 2025-08-05 04:29:01,561 - pyskl - INFO - Epoch [18][2100/7492] lr: 4.838e-02, eta: 6 days, 14:15:13, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2353, top5_acc: 0.4781, loss_cls: 8.4148, loss: 8.4148 2025-08-05 04:29:59,485 - pyskl - INFO - Epoch [18][2200/7492] lr: 4.838e-02, eta: 6 days, 14:14:20, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2722, top5_acc: 0.5025, loss_cls: 8.1816, loss: 8.1816 2025-08-05 04:30:56,602 - pyskl - INFO - Epoch [18][2300/7492] lr: 4.838e-02, eta: 6 days, 14:13:21, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2525, top5_acc: 0.4788, loss_cls: 8.2983, loss: 8.2983 2025-08-05 04:31:54,250 - pyskl - INFO - Epoch [18][2400/7492] lr: 4.837e-02, eta: 6 days, 14:12:27, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2456, top5_acc: 0.4894, loss_cls: 8.2041, loss: 8.2041 2025-08-05 04:32:50,983 - pyskl - INFO - Epoch [18][2500/7492] lr: 4.837e-02, eta: 6 days, 14:11:25, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4881, loss_cls: 8.1892, loss: 8.1892 2025-08-05 04:33:48,081 - pyskl - INFO - Epoch [18][2600/7492] lr: 4.837e-02, eta: 6 days, 14:10:26, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4853, loss_cls: 8.3257, loss: 8.3257 2025-08-05 04:34:44,859 - pyskl - INFO - Epoch [18][2700/7492] lr: 4.837e-02, eta: 6 days, 14:09:25, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2459, top5_acc: 0.4916, loss_cls: 8.2822, loss: 8.2822 2025-08-05 04:35:42,026 - pyskl - INFO - Epoch [18][2800/7492] lr: 4.836e-02, eta: 6 days, 14:08:27, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2328, top5_acc: 0.4834, loss_cls: 8.2535, loss: 8.2535 2025-08-05 04:36:39,506 - pyskl - INFO - Epoch [18][2900/7492] lr: 4.836e-02, eta: 6 days, 14:07:31, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4784, loss_cls: 8.3175, loss: 8.3175 2025-08-05 04:37:37,018 - pyskl - INFO - Epoch [18][3000/7492] lr: 4.836e-02, eta: 6 days, 14:06:35, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2622, top5_acc: 0.5053, loss_cls: 8.1750, loss: 8.1750 2025-08-05 04:38:34,449 - pyskl - INFO - Epoch [18][3100/7492] lr: 4.836e-02, eta: 6 days, 14:05:39, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2338, top5_acc: 0.4797, loss_cls: 8.3068, loss: 8.3068 2025-08-05 04:39:31,997 - pyskl - INFO - Epoch [18][3200/7492] lr: 4.835e-02, eta: 6 days, 14:04:44, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2475, top5_acc: 0.4906, loss_cls: 8.2421, loss: 8.2421 2025-08-05 04:40:29,974 - pyskl - INFO - Epoch [18][3300/7492] lr: 4.835e-02, eta: 6 days, 14:03:52, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2487, top5_acc: 0.4881, loss_cls: 8.2697, loss: 8.2697 2025-08-05 04:41:26,730 - pyskl - INFO - Epoch [18][3400/7492] lr: 4.835e-02, eta: 6 days, 14:02:50, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2456, top5_acc: 0.4913, loss_cls: 8.2518, loss: 8.2518 2025-08-05 04:42:24,428 - pyskl - INFO - Epoch [18][3500/7492] lr: 4.835e-02, eta: 6 days, 14:01:56, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2447, top5_acc: 0.4856, loss_cls: 8.2683, loss: 8.2683 2025-08-05 04:43:21,670 - pyskl - INFO - Epoch [18][3600/7492] lr: 4.834e-02, eta: 6 days, 14:00:58, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2338, top5_acc: 0.4806, loss_cls: 8.2581, loss: 8.2581 2025-08-05 04:44:18,828 - pyskl - INFO - Epoch [18][3700/7492] lr: 4.834e-02, eta: 6 days, 14:00:00, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2378, top5_acc: 0.4778, loss_cls: 8.3312, loss: 8.3312 2025-08-05 04:45:16,501 - pyskl - INFO - Epoch [18][3800/7492] lr: 4.834e-02, eta: 6 days, 13:59:05, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2469, top5_acc: 0.4859, loss_cls: 8.3065, loss: 8.3065 2025-08-05 04:46:14,064 - pyskl - INFO - Epoch [18][3900/7492] lr: 4.834e-02, eta: 6 days, 13:58:10, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2481, top5_acc: 0.4947, loss_cls: 8.3319, loss: 8.3319 2025-08-05 04:47:11,367 - pyskl - INFO - Epoch [18][4000/7492] lr: 4.833e-02, eta: 6 days, 13:57:13, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2541, top5_acc: 0.5003, loss_cls: 8.1670, loss: 8.1670 2025-08-05 04:48:09,131 - pyskl - INFO - Epoch [18][4100/7492] lr: 4.833e-02, eta: 6 days, 13:56:19, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2622, top5_acc: 0.4906, loss_cls: 8.1998, loss: 8.1998 2025-08-05 04:49:07,757 - pyskl - INFO - Epoch [18][4200/7492] lr: 4.833e-02, eta: 6 days, 13:55:32, time: 0.586, data_time: 0.000, memory: 11065, top1_acc: 0.2275, top5_acc: 0.4756, loss_cls: 8.4170, loss: 8.4170 2025-08-05 04:50:04,601 - pyskl - INFO - Epoch [18][4300/7492] lr: 4.833e-02, eta: 6 days, 13:54:31, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2519, top5_acc: 0.4919, loss_cls: 8.2482, loss: 8.2482 2025-08-05 04:51:01,106 - pyskl - INFO - Epoch [18][4400/7492] lr: 4.832e-02, eta: 6 days, 13:53:28, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2372, top5_acc: 0.4778, loss_cls: 8.3393, loss: 8.3393 2025-08-05 04:51:58,210 - pyskl - INFO - Epoch [18][4500/7492] lr: 4.832e-02, eta: 6 days, 13:52:29, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2478, top5_acc: 0.4897, loss_cls: 8.2814, loss: 8.2814 2025-08-05 04:52:55,079 - pyskl - INFO - Epoch [18][4600/7492] lr: 4.832e-02, eta: 6 days, 13:51:28, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2575, top5_acc: 0.4938, loss_cls: 8.2247, loss: 8.2247 2025-08-05 04:53:52,418 - pyskl - INFO - Epoch [18][4700/7492] lr: 4.832e-02, eta: 6 days, 13:50:31, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4866, loss_cls: 8.3035, loss: 8.3035 2025-08-05 04:54:50,089 - pyskl - INFO - Epoch [18][4800/7492] lr: 4.831e-02, eta: 6 days, 13:49:37, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2437, top5_acc: 0.4953, loss_cls: 8.2365, loss: 8.2365 2025-08-05 04:55:47,076 - pyskl - INFO - Epoch [18][4900/7492] lr: 4.831e-02, eta: 6 days, 13:48:37, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4884, loss_cls: 8.3763, loss: 8.3763 2025-08-05 04:56:44,651 - pyskl - INFO - Epoch [18][5000/7492] lr: 4.831e-02, eta: 6 days, 13:47:42, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4875, loss_cls: 8.2162, loss: 8.2162 2025-08-05 04:57:41,452 - pyskl - INFO - Epoch [18][5100/7492] lr: 4.831e-02, eta: 6 days, 13:46:41, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2531, top5_acc: 0.4869, loss_cls: 8.2741, loss: 8.2741 2025-08-05 04:58:38,618 - pyskl - INFO - Epoch [18][5200/7492] lr: 4.830e-02, eta: 6 days, 13:45:43, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2500, top5_acc: 0.4913, loss_cls: 8.3133, loss: 8.3133 2025-08-05 04:59:36,777 - pyskl - INFO - Epoch [18][5300/7492] lr: 4.830e-02, eta: 6 days, 13:44:52, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2516, top5_acc: 0.4966, loss_cls: 8.3047, loss: 8.3047 2025-08-05 05:00:33,883 - pyskl - INFO - Epoch [18][5400/7492] lr: 4.830e-02, eta: 6 days, 13:43:53, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2500, top5_acc: 0.4834, loss_cls: 8.2799, loss: 8.2799 2025-08-05 05:01:32,168 - pyskl - INFO - Epoch [18][5500/7492] lr: 4.830e-02, eta: 6 days, 13:43:03, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2406, top5_acc: 0.4869, loss_cls: 8.3752, loss: 8.3752 2025-08-05 05:02:29,783 - pyskl - INFO - Epoch [18][5600/7492] lr: 4.829e-02, eta: 6 days, 13:42:08, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2584, top5_acc: 0.4944, loss_cls: 8.1905, loss: 8.1905 2025-08-05 05:03:26,634 - pyskl - INFO - Epoch [18][5700/7492] lr: 4.829e-02, eta: 6 days, 13:41:08, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2616, top5_acc: 0.4991, loss_cls: 8.2259, loss: 8.2259 2025-08-05 05:04:23,555 - pyskl - INFO - Epoch [18][5800/7492] lr: 4.829e-02, eta: 6 days, 13:40:08, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4803, loss_cls: 8.3420, loss: 8.3420 2025-08-05 05:05:20,377 - pyskl - INFO - Epoch [18][5900/7492] lr: 4.829e-02, eta: 6 days, 13:39:07, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2434, top5_acc: 0.4922, loss_cls: 8.3024, loss: 8.3024 2025-08-05 05:06:17,808 - pyskl - INFO - Epoch [18][6000/7492] lr: 4.828e-02, eta: 6 days, 13:38:10, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4850, loss_cls: 8.2391, loss: 8.2391 2025-08-05 05:07:15,166 - pyskl - INFO - Epoch [18][6100/7492] lr: 4.828e-02, eta: 6 days, 13:37:14, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4888, loss_cls: 8.2243, loss: 8.2243 2025-08-05 05:08:12,096 - pyskl - INFO - Epoch [18][6200/7492] lr: 4.828e-02, eta: 6 days, 13:36:14, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2375, top5_acc: 0.4872, loss_cls: 8.3007, loss: 8.3007 2025-08-05 05:09:08,863 - pyskl - INFO - Epoch [18][6300/7492] lr: 4.827e-02, eta: 6 days, 13:35:12, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2316, top5_acc: 0.4959, loss_cls: 8.2085, loss: 8.2085 2025-08-05 05:10:05,782 - pyskl - INFO - Epoch [18][6400/7492] lr: 4.827e-02, eta: 6 days, 13:34:12, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2338, top5_acc: 0.4838, loss_cls: 8.3299, loss: 8.3299 2025-08-05 05:11:02,538 - pyskl - INFO - Epoch [18][6500/7492] lr: 4.827e-02, eta: 6 days, 13:33:11, time: 0.568, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4894, loss_cls: 8.2734, loss: 8.2734 2025-08-05 05:12:00,073 - pyskl - INFO - Epoch [18][6600/7492] lr: 4.827e-02, eta: 6 days, 13:32:15, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4756, loss_cls: 8.2939, loss: 8.2939 2025-08-05 05:12:57,488 - pyskl - INFO - Epoch [18][6700/7492] lr: 4.826e-02, eta: 6 days, 13:31:19, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4728, loss_cls: 8.3276, loss: 8.3276 2025-08-05 05:13:54,567 - pyskl - INFO - Epoch [18][6800/7492] lr: 4.826e-02, eta: 6 days, 13:30:20, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2378, top5_acc: 0.4806, loss_cls: 8.2524, loss: 8.2524 2025-08-05 05:14:52,550 - pyskl - INFO - Epoch [18][6900/7492] lr: 4.826e-02, eta: 6 days, 13:29:28, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.4750, loss_cls: 8.3481, loss: 8.3481 2025-08-05 05:15:50,262 - pyskl - INFO - Epoch [18][7000/7492] lr: 4.826e-02, eta: 6 days, 13:28:34, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2587, top5_acc: 0.5016, loss_cls: 8.1651, loss: 8.1651 2025-08-05 05:16:48,660 - pyskl - INFO - Epoch [18][7100/7492] lr: 4.825e-02, eta: 6 days, 13:27:44, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4697, loss_cls: 8.3363, loss: 8.3363 2025-08-05 05:17:47,135 - pyskl - INFO - Epoch [18][7200/7492] lr: 4.825e-02, eta: 6 days, 13:26:56, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2444, top5_acc: 0.5012, loss_cls: 8.2782, loss: 8.2782 2025-08-05 05:18:45,566 - pyskl - INFO - Epoch [18][7300/7492] lr: 4.825e-02, eta: 6 days, 13:26:07, time: 0.584, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4813, loss_cls: 8.3075, loss: 8.3075 2025-08-05 05:19:43,252 - pyskl - INFO - Epoch [18][7400/7492] lr: 4.825e-02, eta: 6 days, 13:25:12, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2469, top5_acc: 0.4947, loss_cls: 8.2472, loss: 8.2472 2025-08-05 05:20:38,063 - pyskl - INFO - Saving checkpoint at 18 epochs 2025-08-05 05:21:26,830 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 05:21:27,493 - pyskl - INFO - top1_acc 0.1902 top5_acc 0.4261 2025-08-05 05:21:27,493 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 05:21:27,536 - pyskl - INFO - mean_acc 0.1902 2025-08-05 05:21:27,549 - pyskl - INFO - Epoch(val) [18][617] top1_acc: 0.1902, top5_acc: 0.4261, mean_class_accuracy: 0.1902 2025-08-05 05:22:58,987 - pyskl - INFO - Epoch [19][100/7492] lr: 4.824e-02, eta: 6 days, 13:21:06, time: 0.914, data_time: 0.331, memory: 11065, top1_acc: 0.2478, top5_acc: 0.4925, loss_cls: 8.1957, loss: 8.1957 2025-08-05 05:23:56,711 - pyskl - INFO - Epoch [19][200/7492] lr: 4.824e-02, eta: 6 days, 13:20:12, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2603, top5_acc: 0.4900, loss_cls: 8.2265, loss: 8.2265 2025-08-05 05:24:53,850 - pyskl - INFO - Epoch [19][300/7492] lr: 4.824e-02, eta: 6 days, 13:19:14, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2556, top5_acc: 0.4916, loss_cls: 8.2395, loss: 8.2395 2025-08-05 05:25:50,872 - pyskl - INFO - Epoch [19][400/7492] lr: 4.823e-02, eta: 6 days, 13:18:14, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2556, top5_acc: 0.4978, loss_cls: 8.1473, loss: 8.1473 2025-08-05 05:26:47,833 - pyskl - INFO - Epoch [19][500/7492] lr: 4.823e-02, eta: 6 days, 13:17:15, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2441, top5_acc: 0.4959, loss_cls: 8.2321, loss: 8.2321 2025-08-05 05:27:44,956 - pyskl - INFO - Epoch [19][600/7492] lr: 4.823e-02, eta: 6 days, 13:16:16, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2556, top5_acc: 0.5041, loss_cls: 8.1917, loss: 8.1917 2025-08-05 05:28:41,433 - pyskl - INFO - Epoch [19][700/7492] lr: 4.823e-02, eta: 6 days, 13:15:13, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2491, top5_acc: 0.4991, loss_cls: 8.2652, loss: 8.2652 2025-08-05 05:29:37,940 - pyskl - INFO - Epoch [19][800/7492] lr: 4.822e-02, eta: 6 days, 13:14:10, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4828, loss_cls: 8.2837, loss: 8.2837 2025-08-05 05:30:35,406 - pyskl - INFO - Epoch [19][900/7492] lr: 4.822e-02, eta: 6 days, 13:13:14, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2437, top5_acc: 0.4872, loss_cls: 8.2419, loss: 8.2419 2025-08-05 05:31:33,238 - pyskl - INFO - Epoch [19][1000/7492] lr: 4.822e-02, eta: 6 days, 13:12:21, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2537, top5_acc: 0.4850, loss_cls: 8.3575, loss: 8.3575 2025-08-05 05:32:31,935 - pyskl - INFO - Epoch [19][1100/7492] lr: 4.822e-02, eta: 6 days, 13:11:34, time: 0.587, data_time: 0.000, memory: 11065, top1_acc: 0.2559, top5_acc: 0.5038, loss_cls: 8.2042, loss: 8.2042 2025-08-05 05:33:29,319 - pyskl - INFO - Epoch [19][1200/7492] lr: 4.821e-02, eta: 6 days, 13:10:37, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2469, top5_acc: 0.5019, loss_cls: 8.2537, loss: 8.2537 2025-08-05 05:34:27,586 - pyskl - INFO - Epoch [19][1300/7492] lr: 4.821e-02, eta: 6 days, 13:09:47, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2397, top5_acc: 0.5059, loss_cls: 8.2394, loss: 8.2394 2025-08-05 05:35:25,300 - pyskl - INFO - Epoch [19][1400/7492] lr: 4.821e-02, eta: 6 days, 13:08:53, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4919, loss_cls: 8.2596, loss: 8.2596 2025-08-05 05:36:23,318 - pyskl - INFO - Epoch [19][1500/7492] lr: 4.821e-02, eta: 6 days, 13:08:01, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2547, top5_acc: 0.4947, loss_cls: 8.2556, loss: 8.2556 2025-08-05 05:37:21,518 - pyskl - INFO - Epoch [19][1600/7492] lr: 4.820e-02, eta: 6 days, 13:07:10, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2409, top5_acc: 0.4925, loss_cls: 8.2944, loss: 8.2944 2025-08-05 05:38:18,622 - pyskl - INFO - Epoch [19][1700/7492] lr: 4.820e-02, eta: 6 days, 13:06:12, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2431, top5_acc: 0.4881, loss_cls: 8.3765, loss: 8.3765 2025-08-05 05:39:15,682 - pyskl - INFO - Epoch [19][1800/7492] lr: 4.820e-02, eta: 6 days, 13:05:13, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2550, top5_acc: 0.4900, loss_cls: 8.1786, loss: 8.1786 2025-08-05 05:40:12,393 - pyskl - INFO - Epoch [19][1900/7492] lr: 4.820e-02, eta: 6 days, 13:04:11, time: 0.567, data_time: 0.000, memory: 11065, top1_acc: 0.2381, top5_acc: 0.4819, loss_cls: 8.3731, loss: 8.3731 2025-08-05 05:41:10,463 - pyskl - INFO - Epoch [19][2000/7492] lr: 4.819e-02, eta: 6 days, 13:03:20, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2581, top5_acc: 0.5075, loss_cls: 8.1112, loss: 8.1112 2025-08-05 05:42:09,535 - pyskl - INFO - Epoch [19][2100/7492] lr: 4.819e-02, eta: 6 days, 13:02:35, time: 0.591, data_time: 0.000, memory: 11065, top1_acc: 0.2491, top5_acc: 0.4978, loss_cls: 8.2083, loss: 8.2083 2025-08-05 05:43:07,120 - pyskl - INFO - Epoch [19][2200/7492] lr: 4.819e-02, eta: 6 days, 13:01:40, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2347, top5_acc: 0.4794, loss_cls: 8.3098, loss: 8.3098 2025-08-05 05:44:05,218 - pyskl - INFO - Epoch [19][2300/7492] lr: 4.818e-02, eta: 6 days, 13:00:49, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2362, top5_acc: 0.4725, loss_cls: 8.3712, loss: 8.3712 2025-08-05 05:45:02,647 - pyskl - INFO - Epoch [19][2400/7492] lr: 4.818e-02, eta: 6 days, 12:59:52, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4859, loss_cls: 8.3206, loss: 8.3206 2025-08-05 05:46:00,310 - pyskl - INFO - Epoch [19][2500/7492] lr: 4.818e-02, eta: 6 days, 12:58:58, time: 0.577, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4844, loss_cls: 8.3013, loss: 8.3013 2025-08-05 05:46:57,572 - pyskl - INFO - Epoch [19][2600/7492] lr: 4.818e-02, eta: 6 days, 12:58:00, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4953, loss_cls: 8.2072, loss: 8.2072 2025-08-05 05:47:55,672 - pyskl - INFO - Epoch [19][2700/7492] lr: 4.817e-02, eta: 6 days, 12:57:09, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2384, top5_acc: 0.4828, loss_cls: 8.2982, loss: 8.2982 2025-08-05 05:48:54,177 - pyskl - INFO - Epoch [19][2800/7492] lr: 4.817e-02, eta: 6 days, 12:56:20, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2569, top5_acc: 0.4944, loss_cls: 8.2016, loss: 8.2016 2025-08-05 05:49:51,756 - pyskl - INFO - Epoch [19][2900/7492] lr: 4.817e-02, eta: 6 days, 12:55:25, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2428, top5_acc: 0.4834, loss_cls: 8.2366, loss: 8.2366 2025-08-05 05:50:49,154 - pyskl - INFO - Epoch [19][3000/7492] lr: 4.817e-02, eta: 6 days, 12:54:28, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2481, top5_acc: 0.5012, loss_cls: 8.2087, loss: 8.2087 2025-08-05 05:51:46,707 - pyskl - INFO - Epoch [19][3100/7492] lr: 4.816e-02, eta: 6 days, 12:53:33, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2547, top5_acc: 0.4928, loss_cls: 8.1867, loss: 8.1867 2025-08-05 05:52:44,645 - pyskl - INFO - Epoch [19][3200/7492] lr: 4.816e-02, eta: 6 days, 12:52:40, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2506, top5_acc: 0.4797, loss_cls: 8.3069, loss: 8.3069 2025-08-05 05:53:42,734 - pyskl - INFO - Epoch [19][3300/7492] lr: 4.816e-02, eta: 6 days, 12:51:48, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2394, top5_acc: 0.4778, loss_cls: 8.3347, loss: 8.3347 2025-08-05 05:54:39,371 - pyskl - INFO - Epoch [19][3400/7492] lr: 4.816e-02, eta: 6 days, 12:50:47, time: 0.566, data_time: 0.000, memory: 11065, top1_acc: 0.2650, top5_acc: 0.5119, loss_cls: 8.1261, loss: 8.1261 2025-08-05 05:55:37,916 - pyskl - INFO - Epoch [19][3500/7492] lr: 4.815e-02, eta: 6 days, 12:49:58, time: 0.585, data_time: 0.000, memory: 11065, top1_acc: 0.2497, top5_acc: 0.4809, loss_cls: 8.1967, loss: 8.1967 2025-08-05 05:56:35,483 - pyskl - INFO - Epoch [19][3600/7492] lr: 4.815e-02, eta: 6 days, 12:49:03, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2416, top5_acc: 0.4831, loss_cls: 8.2647, loss: 8.2647 2025-08-05 05:57:32,962 - pyskl - INFO - Epoch [19][3700/7492] lr: 4.815e-02, eta: 6 days, 12:48:07, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4931, loss_cls: 8.2420, loss: 8.2420 2025-08-05 05:58:31,042 - pyskl - INFO - Epoch [19][3800/7492] lr: 4.815e-02, eta: 6 days, 12:47:15, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2503, top5_acc: 0.4909, loss_cls: 8.2341, loss: 8.2341 2025-08-05 05:59:29,376 - pyskl - INFO - Epoch [19][3900/7492] lr: 4.814e-02, eta: 6 days, 12:46:25, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2412, top5_acc: 0.4934, loss_cls: 8.2572, loss: 8.2572 2025-08-05 06:00:26,698 - pyskl - INFO - Epoch [19][4000/7492] lr: 4.814e-02, eta: 6 days, 12:45:28, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2466, top5_acc: 0.4900, loss_cls: 8.3270, loss: 8.3270 2025-08-05 06:01:24,582 - pyskl - INFO - Epoch [19][4100/7492] lr: 4.814e-02, eta: 6 days, 12:44:35, time: 0.579, data_time: 0.000, memory: 11065, top1_acc: 0.2375, top5_acc: 0.4841, loss_cls: 8.3406, loss: 8.3406 2025-08-05 06:02:21,473 - pyskl - INFO - Epoch [19][4200/7492] lr: 4.813e-02, eta: 6 days, 12:43:35, time: 0.569, data_time: 0.000, memory: 11065, top1_acc: 0.2359, top5_acc: 0.4875, loss_cls: 8.2308, loss: 8.2308 2025-08-05 06:03:19,051 - pyskl - INFO - Epoch [19][4300/7492] lr: 4.813e-02, eta: 6 days, 12:42:39, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4791, loss_cls: 8.3539, loss: 8.3539 2025-08-05 06:04:16,275 - pyskl - INFO - Epoch [19][4400/7492] lr: 4.813e-02, eta: 6 days, 12:41:42, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2537, top5_acc: 0.4909, loss_cls: 8.2118, loss: 8.2118 2025-08-05 06:05:13,413 - pyskl - INFO - Epoch [19][4500/7492] lr: 4.813e-02, eta: 6 days, 12:40:43, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2400, top5_acc: 0.4822, loss_cls: 8.2517, loss: 8.2517 2025-08-05 06:06:10,676 - pyskl - INFO - Epoch [19][4600/7492] lr: 4.812e-02, eta: 6 days, 12:39:46, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2437, top5_acc: 0.5022, loss_cls: 8.2986, loss: 8.2986 2025-08-05 06:07:07,079 - pyskl - INFO - Epoch [19][4700/7492] lr: 4.812e-02, eta: 6 days, 12:38:42, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2566, top5_acc: 0.4872, loss_cls: 8.2418, loss: 8.2418 2025-08-05 06:08:04,309 - pyskl - INFO - Epoch [19][4800/7492] lr: 4.812e-02, eta: 6 days, 12:37:44, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2537, top5_acc: 0.5081, loss_cls: 8.2470, loss: 8.2470 2025-08-05 06:09:01,316 - pyskl - INFO - Epoch [19][4900/7492] lr: 4.812e-02, eta: 6 days, 12:36:45, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2622, top5_acc: 0.5003, loss_cls: 8.1617, loss: 8.1617 2025-08-05 06:09:57,785 - pyskl - INFO - Epoch [19][5000/7492] lr: 4.811e-02, eta: 6 days, 12:35:42, time: 0.565, data_time: 0.000, memory: 11065, top1_acc: 0.2428, top5_acc: 0.4884, loss_cls: 8.2783, loss: 8.2783 2025-08-05 06:10:55,314 - pyskl - INFO - Epoch [19][5100/7492] lr: 4.811e-02, eta: 6 days, 12:34:46, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2372, top5_acc: 0.4850, loss_cls: 8.3241, loss: 8.3241 2025-08-05 06:11:52,533 - pyskl - INFO - Epoch [19][5200/7492] lr: 4.811e-02, eta: 6 days, 12:33:48, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2472, top5_acc: 0.4913, loss_cls: 8.1881, loss: 8.1881 2025-08-05 06:12:50,100 - pyskl - INFO - Epoch [19][5300/7492] lr: 4.811e-02, eta: 6 days, 12:32:53, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2428, top5_acc: 0.4894, loss_cls: 8.2323, loss: 8.2323 2025-08-05 06:13:47,572 - pyskl - INFO - Epoch [19][5400/7492] lr: 4.810e-02, eta: 6 days, 12:31:57, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2313, top5_acc: 0.4847, loss_cls: 8.3135, loss: 8.3135 2025-08-05 06:14:44,734 - pyskl - INFO - Epoch [19][5500/7492] lr: 4.810e-02, eta: 6 days, 12:30:59, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2403, top5_acc: 0.4938, loss_cls: 8.1704, loss: 8.1704 2025-08-05 06:15:41,837 - pyskl - INFO - Epoch [19][5600/7492] lr: 4.810e-02, eta: 6 days, 12:30:00, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2350, top5_acc: 0.4844, loss_cls: 8.3032, loss: 8.3032 2025-08-05 06:16:39,321 - pyskl - INFO - Epoch [19][5700/7492] lr: 4.809e-02, eta: 6 days, 12:29:04, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4875, loss_cls: 8.3345, loss: 8.3345 2025-08-05 06:17:36,858 - pyskl - INFO - Epoch [19][5800/7492] lr: 4.809e-02, eta: 6 days, 12:28:09, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2328, top5_acc: 0.4831, loss_cls: 8.2492, loss: 8.2492 2025-08-05 06:18:34,049 - pyskl - INFO - Epoch [19][5900/7492] lr: 4.809e-02, eta: 6 days, 12:27:10, time: 0.572, data_time: 0.000, memory: 11065, top1_acc: 0.2475, top5_acc: 0.4919, loss_cls: 8.2490, loss: 8.2490 2025-08-05 06:19:31,896 - pyskl - INFO - Epoch [19][6000/7492] lr: 4.809e-02, eta: 6 days, 12:26:17, time: 0.578, data_time: 0.000, memory: 11065, top1_acc: 0.2509, top5_acc: 0.4947, loss_cls: 8.2694, loss: 8.2694 2025-08-05 06:20:30,177 - pyskl - INFO - Epoch [19][6100/7492] lr: 4.808e-02, eta: 6 days, 12:25:27, time: 0.583, data_time: 0.000, memory: 11065, top1_acc: 0.2587, top5_acc: 0.5050, loss_cls: 8.1757, loss: 8.1757 2025-08-05 06:21:28,377 - pyskl - INFO - Epoch [19][6200/7492] lr: 4.808e-02, eta: 6 days, 12:24:36, time: 0.582, data_time: 0.000, memory: 11065, top1_acc: 0.2500, top5_acc: 0.4919, loss_cls: 8.2662, loss: 8.2662 2025-08-05 06:22:27,238 - pyskl - INFO - Epoch [19][6300/7492] lr: 4.808e-02, eta: 6 days, 12:23:49, time: 0.589, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4947, loss_cls: 8.2873, loss: 8.2873 2025-08-05 06:23:25,378 - pyskl - INFO - Epoch [19][6400/7492] lr: 4.808e-02, eta: 6 days, 12:22:58, time: 0.581, data_time: 0.000, memory: 11065, top1_acc: 0.2603, top5_acc: 0.5125, loss_cls: 8.1511, loss: 8.1511 2025-08-05 06:24:22,691 - pyskl - INFO - Epoch [19][6500/7492] lr: 4.807e-02, eta: 6 days, 12:22:01, time: 0.573, data_time: 0.000, memory: 11065, top1_acc: 0.2494, top5_acc: 0.4856, loss_cls: 8.2559, loss: 8.2559 2025-08-05 06:25:19,110 - pyskl - INFO - Epoch [19][6600/7492] lr: 4.807e-02, eta: 6 days, 12:20:57, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2369, top5_acc: 0.4856, loss_cls: 8.2906, loss: 8.2906 2025-08-05 06:26:15,478 - pyskl - INFO - Epoch [19][6700/7492] lr: 4.807e-02, eta: 6 days, 12:19:53, time: 0.564, data_time: 0.000, memory: 11065, top1_acc: 0.2338, top5_acc: 0.4853, loss_cls: 8.3088, loss: 8.3088 2025-08-05 06:27:12,976 - pyskl - INFO - Epoch [19][6800/7492] lr: 4.807e-02, eta: 6 days, 12:18:58, time: 0.575, data_time: 0.000, memory: 11065, top1_acc: 0.2425, top5_acc: 0.4981, loss_cls: 8.2592, loss: 8.2592 2025-08-05 06:28:10,043 - pyskl - INFO - Epoch [19][6900/7492] lr: 4.806e-02, eta: 6 days, 12:17:59, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2319, top5_acc: 0.4841, loss_cls: 8.3773, loss: 8.3773 2025-08-05 06:29:08,083 - pyskl - INFO - Epoch [19][7000/7492] lr: 4.806e-02, eta: 6 days, 12:17:06, time: 0.580, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4884, loss_cls: 8.3748, loss: 8.3748 2025-08-05 06:30:05,657 - pyskl - INFO - Epoch [19][7100/7492] lr: 4.806e-02, eta: 6 days, 12:16:11, time: 0.576, data_time: 0.000, memory: 11065, top1_acc: 0.2453, top5_acc: 0.4966, loss_cls: 8.2294, loss: 8.2294 2025-08-05 06:31:02,782 - pyskl - INFO - Epoch [19][7200/7492] lr: 4.805e-02, eta: 6 days, 12:15:13, time: 0.571, data_time: 0.000, memory: 11065, top1_acc: 0.2528, top5_acc: 0.4866, loss_cls: 8.1820, loss: 8.1820 2025-08-05 06:31:59,808 - pyskl - INFO - Epoch [19][7300/7492] lr: 4.805e-02, eta: 6 days, 12:14:13, time: 0.570, data_time: 0.000, memory: 11065, top1_acc: 0.2450, top5_acc: 0.4925, loss_cls: 8.2622, loss: 8.2622 2025-08-05 06:32:57,215 - pyskl - INFO - Epoch [19][7400/7492] lr: 4.805e-02, eta: 6 days, 12:13:17, time: 0.574, data_time: 0.000, memory: 11065, top1_acc: 0.2553, top5_acc: 0.4900, loss_cls: 8.2400, loss: 8.2400 2025-08-05 06:33:51,288 - pyskl - INFO - Saving checkpoint at 19 epochs 2025-08-05 06:34:42,727 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 06:34:43,479 - pyskl - INFO - top1_acc 0.2026 top5_acc 0.4315 2025-08-05 06:34:43,479 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 06:34:43,558 - pyskl - INFO - mean_acc 0.2024 2025-08-05 06:34:43,608 - pyskl - INFO - Epoch(val) [19][617] top1_acc: 0.2026, top5_acc: 0.4315, mean_class_accuracy: 0.2024 2025-08-05 06:36:14,678 - pyskl - INFO - Epoch [20][100/7492] lr: 4.804e-02, eta: 6 days, 12:09:16, time: 0.911, data_time: 0.342, memory: 11067, top1_acc: 0.2647, top5_acc: 0.5225, loss_cls: 8.1386, loss: 8.1386 2025-08-05 06:37:11,499 - pyskl - INFO - Epoch [20][200/7492] lr: 4.804e-02, eta: 6 days, 12:08:16, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2587, top5_acc: 0.5100, loss_cls: 8.2026, loss: 8.2026 2025-08-05 06:38:08,238 - pyskl - INFO - Epoch [20][300/7492] lr: 4.804e-02, eta: 6 days, 12:07:15, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2487, top5_acc: 0.4931, loss_cls: 8.1527, loss: 8.1527 2025-08-05 06:39:05,864 - pyskl - INFO - Epoch [20][400/7492] lr: 4.804e-02, eta: 6 days, 12:06:20, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2322, top5_acc: 0.4928, loss_cls: 8.2810, loss: 8.2810 2025-08-05 06:40:03,789 - pyskl - INFO - Epoch [20][500/7492] lr: 4.803e-02, eta: 6 days, 12:05:27, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2434, top5_acc: 0.4959, loss_cls: 8.2850, loss: 8.2850 2025-08-05 06:41:00,248 - pyskl - INFO - Epoch [20][600/7492] lr: 4.803e-02, eta: 6 days, 12:04:24, time: 0.564, data_time: 0.000, memory: 11067, top1_acc: 0.2547, top5_acc: 0.4953, loss_cls: 8.2273, loss: 8.2273 2025-08-05 06:41:57,554 - pyskl - INFO - Epoch [20][700/7492] lr: 4.803e-02, eta: 6 days, 12:03:27, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2616, top5_acc: 0.5062, loss_cls: 8.2241, loss: 8.2241 2025-08-05 06:42:54,914 - pyskl - INFO - Epoch [20][800/7492] lr: 4.802e-02, eta: 6 days, 12:02:30, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2394, top5_acc: 0.4906, loss_cls: 8.2838, loss: 8.2838 2025-08-05 06:43:51,975 - pyskl - INFO - Epoch [20][900/7492] lr: 4.802e-02, eta: 6 days, 12:01:31, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2587, top5_acc: 0.4816, loss_cls: 8.2931, loss: 8.2931 2025-08-05 06:44:50,668 - pyskl - INFO - Epoch [20][1000/7492] lr: 4.802e-02, eta: 6 days, 12:00:44, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2516, top5_acc: 0.4953, loss_cls: 8.2494, loss: 8.2494 2025-08-05 06:45:47,240 - pyskl - INFO - Epoch [20][1100/7492] lr: 4.802e-02, eta: 6 days, 11:59:41, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2603, top5_acc: 0.4988, loss_cls: 8.1810, loss: 8.1810 2025-08-05 06:46:43,801 - pyskl - INFO - Epoch [20][1200/7492] lr: 4.801e-02, eta: 6 days, 11:58:39, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.4944, loss_cls: 8.1787, loss: 8.1787 2025-08-05 06:47:41,365 - pyskl - INFO - Epoch [20][1300/7492] lr: 4.801e-02, eta: 6 days, 11:57:44, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.4859, loss_cls: 8.3382, loss: 8.3382 2025-08-05 06:48:39,791 - pyskl - INFO - Epoch [20][1400/7492] lr: 4.801e-02, eta: 6 days, 11:56:54, time: 0.584, data_time: 0.000, memory: 11067, top1_acc: 0.2572, top5_acc: 0.4925, loss_cls: 8.2640, loss: 8.2640 2025-08-05 06:49:38,638 - pyskl - INFO - Epoch [20][1500/7492] lr: 4.801e-02, eta: 6 days, 11:56:08, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2559, top5_acc: 0.5041, loss_cls: 8.2217, loss: 8.2217 2025-08-05 06:50:37,370 - pyskl - INFO - Epoch [20][1600/7492] lr: 4.800e-02, eta: 6 days, 11:55:20, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2459, top5_acc: 0.4900, loss_cls: 8.2566, loss: 8.2566 2025-08-05 06:51:35,558 - pyskl - INFO - Epoch [20][1700/7492] lr: 4.800e-02, eta: 6 days, 11:54:29, time: 0.582, data_time: 0.000, memory: 11067, top1_acc: 0.2519, top5_acc: 0.4816, loss_cls: 8.2905, loss: 8.2905 2025-08-05 06:52:33,264 - pyskl - INFO - Epoch [20][1800/7492] lr: 4.800e-02, eta: 6 days, 11:53:35, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2434, top5_acc: 0.4966, loss_cls: 8.2612, loss: 8.2612 2025-08-05 06:53:30,795 - pyskl - INFO - Epoch [20][1900/7492] lr: 4.799e-02, eta: 6 days, 11:52:39, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2566, top5_acc: 0.5169, loss_cls: 8.0664, loss: 8.0664 2025-08-05 06:54:27,464 - pyskl - INFO - Epoch [20][2000/7492] lr: 4.799e-02, eta: 6 days, 11:51:37, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2462, top5_acc: 0.4891, loss_cls: 8.2574, loss: 8.2574 2025-08-05 06:55:25,066 - pyskl - INFO - Epoch [20][2100/7492] lr: 4.799e-02, eta: 6 days, 11:50:42, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2641, top5_acc: 0.5050, loss_cls: 8.1333, loss: 8.1333 2025-08-05 06:56:23,237 - pyskl - INFO - Epoch [20][2200/7492] lr: 4.799e-02, eta: 6 days, 11:49:51, time: 0.582, data_time: 0.000, memory: 11067, top1_acc: 0.2441, top5_acc: 0.4825, loss_cls: 8.2525, loss: 8.2525 2025-08-05 06:57:22,153 - pyskl - INFO - Epoch [20][2300/7492] lr: 4.798e-02, eta: 6 days, 11:49:05, time: 0.589, data_time: 0.000, memory: 11067, top1_acc: 0.2512, top5_acc: 0.4844, loss_cls: 8.2515, loss: 8.2515 2025-08-05 06:58:20,756 - pyskl - INFO - Epoch [20][2400/7492] lr: 4.798e-02, eta: 6 days, 11:48:16, time: 0.586, data_time: 0.000, memory: 11067, top1_acc: 0.2562, top5_acc: 0.5066, loss_cls: 8.1348, loss: 8.1348 2025-08-05 06:59:18,216 - pyskl - INFO - Epoch [20][2500/7492] lr: 4.798e-02, eta: 6 days, 11:47:20, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2469, top5_acc: 0.4881, loss_cls: 8.3384, loss: 8.3384 2025-08-05 07:00:14,629 - pyskl - INFO - Epoch [20][2600/7492] lr: 4.798e-02, eta: 6 days, 11:46:17, time: 0.564, data_time: 0.000, memory: 11067, top1_acc: 0.2441, top5_acc: 0.4941, loss_cls: 8.1789, loss: 8.1789 2025-08-05 07:01:12,294 - pyskl - INFO - Epoch [20][2700/7492] lr: 4.797e-02, eta: 6 days, 11:45:22, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2469, top5_acc: 0.4909, loss_cls: 8.2816, loss: 8.2816 2025-08-05 07:02:11,050 - pyskl - INFO - Epoch [20][2800/7492] lr: 4.797e-02, eta: 6 days, 11:44:35, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2462, top5_acc: 0.4878, loss_cls: 8.2928, loss: 8.2928 2025-08-05 07:03:09,473 - pyskl - INFO - Epoch [20][2900/7492] lr: 4.797e-02, eta: 6 days, 11:43:45, time: 0.584, data_time: 0.000, memory: 11067, top1_acc: 0.2569, top5_acc: 0.5019, loss_cls: 8.1602, loss: 8.1602 2025-08-05 07:04:06,643 - pyskl - INFO - Epoch [20][3000/7492] lr: 4.796e-02, eta: 6 days, 11:42:47, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.4903, loss_cls: 8.2155, loss: 8.2155 2025-08-05 07:05:03,597 - pyskl - INFO - Epoch [20][3100/7492] lr: 4.796e-02, eta: 6 days, 11:41:48, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2603, top5_acc: 0.4938, loss_cls: 8.2876, loss: 8.2876 2025-08-05 07:06:00,537 - pyskl - INFO - Epoch [20][3200/7492] lr: 4.796e-02, eta: 6 days, 11:40:48, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2478, top5_acc: 0.4897, loss_cls: 8.2908, loss: 8.2908 2025-08-05 07:06:58,825 - pyskl - INFO - Epoch [20][3300/7492] lr: 4.796e-02, eta: 6 days, 11:39:57, time: 0.583, data_time: 0.000, memory: 11067, top1_acc: 0.2472, top5_acc: 0.4981, loss_cls: 8.2625, loss: 8.2625 2025-08-05 07:07:56,236 - pyskl - INFO - Epoch [20][3400/7492] lr: 4.795e-02, eta: 6 days, 11:39:01, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2575, top5_acc: 0.4953, loss_cls: 8.1899, loss: 8.1899 2025-08-05 07:08:53,206 - pyskl - INFO - Epoch [20][3500/7492] lr: 4.795e-02, eta: 6 days, 11:38:01, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2544, top5_acc: 0.4956, loss_cls: 8.1988, loss: 8.1988 2025-08-05 07:09:50,700 - pyskl - INFO - Epoch [20][3600/7492] lr: 4.795e-02, eta: 6 days, 11:37:05, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2456, top5_acc: 0.4850, loss_cls: 8.2283, loss: 8.2283 2025-08-05 07:10:47,618 - pyskl - INFO - Epoch [20][3700/7492] lr: 4.795e-02, eta: 6 days, 11:36:06, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2441, top5_acc: 0.4863, loss_cls: 8.2320, loss: 8.2320 2025-08-05 07:11:45,508 - pyskl - INFO - Epoch [20][3800/7492] lr: 4.794e-02, eta: 6 days, 11:35:12, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2369, top5_acc: 0.4653, loss_cls: 8.4551, loss: 8.4551 2025-08-05 07:12:43,953 - pyskl - INFO - Epoch [20][3900/7492] lr: 4.794e-02, eta: 6 days, 11:34:23, time: 0.584, data_time: 0.000, memory: 11067, top1_acc: 0.2556, top5_acc: 0.4978, loss_cls: 8.2470, loss: 8.2470 2025-08-05 07:13:40,892 - pyskl - INFO - Epoch [20][4000/7492] lr: 4.794e-02, eta: 6 days, 11:33:23, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2525, top5_acc: 0.4972, loss_cls: 8.2391, loss: 8.2391 2025-08-05 07:14:38,156 - pyskl - INFO - Epoch [20][4100/7492] lr: 4.793e-02, eta: 6 days, 11:32:26, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2456, top5_acc: 0.4781, loss_cls: 8.2789, loss: 8.2789 2025-08-05 07:15:35,033 - pyskl - INFO - Epoch [20][4200/7492] lr: 4.793e-02, eta: 6 days, 11:31:25, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2512, top5_acc: 0.5012, loss_cls: 8.1660, loss: 8.1660 2025-08-05 07:16:32,687 - pyskl - INFO - Epoch [20][4300/7492] lr: 4.793e-02, eta: 6 days, 11:30:31, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2453, top5_acc: 0.4831, loss_cls: 8.2556, loss: 8.2556 2025-08-05 07:17:30,087 - pyskl - INFO - Epoch [20][4400/7492] lr: 4.793e-02, eta: 6 days, 11:29:34, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4806, loss_cls: 8.2506, loss: 8.2506 2025-08-05 07:18:28,535 - pyskl - INFO - Epoch [20][4500/7492] lr: 4.792e-02, eta: 6 days, 11:28:44, time: 0.584, data_time: 0.000, memory: 11067, top1_acc: 0.2422, top5_acc: 0.4841, loss_cls: 8.2580, loss: 8.2580 2025-08-05 07:19:26,850 - pyskl - INFO - Epoch [20][4600/7492] lr: 4.792e-02, eta: 6 days, 11:27:54, time: 0.583, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4909, loss_cls: 8.2487, loss: 8.2487 2025-08-05 07:20:25,085 - pyskl - INFO - Epoch [20][4700/7492] lr: 4.792e-02, eta: 6 days, 11:27:03, time: 0.582, data_time: 0.000, memory: 11067, top1_acc: 0.2422, top5_acc: 0.4813, loss_cls: 8.3322, loss: 8.3322 2025-08-05 07:21:23,287 - pyskl - INFO - Epoch [20][4800/7492] lr: 4.791e-02, eta: 6 days, 11:26:12, time: 0.582, data_time: 0.000, memory: 11067, top1_acc: 0.2475, top5_acc: 0.4866, loss_cls: 8.2584, loss: 8.2584 2025-08-05 07:22:21,874 - pyskl - INFO - Epoch [20][4900/7492] lr: 4.791e-02, eta: 6 days, 11:25:23, time: 0.586, data_time: 0.000, memory: 11067, top1_acc: 0.2403, top5_acc: 0.4906, loss_cls: 8.2907, loss: 8.2907 2025-08-05 07:23:19,819 - pyskl - INFO - Epoch [20][5000/7492] lr: 4.791e-02, eta: 6 days, 11:24:30, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2456, top5_acc: 0.4731, loss_cls: 8.3150, loss: 8.3150 2025-08-05 07:24:16,644 - pyskl - INFO - Epoch [20][5100/7492] lr: 4.791e-02, eta: 6 days, 11:23:29, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2441, top5_acc: 0.4797, loss_cls: 8.3008, loss: 8.3008 2025-08-05 07:25:15,092 - pyskl - INFO - Epoch [20][5200/7492] lr: 4.790e-02, eta: 6 days, 11:22:40, time: 0.584, data_time: 0.000, memory: 11067, top1_acc: 0.2472, top5_acc: 0.5003, loss_cls: 8.2585, loss: 8.2585 2025-08-05 07:26:13,690 - pyskl - INFO - Epoch [20][5300/7492] lr: 4.790e-02, eta: 6 days, 11:21:51, time: 0.586, data_time: 0.000, memory: 11067, top1_acc: 0.2409, top5_acc: 0.4916, loss_cls: 8.2234, loss: 8.2234 2025-08-05 07:27:11,349 - pyskl - INFO - Epoch [20][5400/7492] lr: 4.790e-02, eta: 6 days, 11:20:56, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.4981, loss_cls: 8.1689, loss: 8.1689 2025-08-05 07:28:07,890 - pyskl - INFO - Epoch [20][5500/7492] lr: 4.789e-02, eta: 6 days, 11:19:54, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2444, top5_acc: 0.4963, loss_cls: 8.1912, loss: 8.1912 2025-08-05 07:29:05,001 - pyskl - INFO - Epoch [20][5600/7492] lr: 4.789e-02, eta: 6 days, 11:18:55, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2556, top5_acc: 0.4991, loss_cls: 8.1967, loss: 8.1967 2025-08-05 07:30:02,513 - pyskl - INFO - Epoch [20][5700/7492] lr: 4.789e-02, eta: 6 days, 11:17:59, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2537, top5_acc: 0.4941, loss_cls: 8.2454, loss: 8.2454 2025-08-05 07:30:59,794 - pyskl - INFO - Epoch [20][5800/7492] lr: 4.789e-02, eta: 6 days, 11:17:02, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2528, top5_acc: 0.4800, loss_cls: 8.2804, loss: 8.2804 2025-08-05 07:31:56,153 - pyskl - INFO - Epoch [20][5900/7492] lr: 4.788e-02, eta: 6 days, 11:15:59, time: 0.564, data_time: 0.000, memory: 11067, top1_acc: 0.2506, top5_acc: 0.4956, loss_cls: 8.2041, loss: 8.2041 2025-08-05 07:32:52,760 - pyskl - INFO - Epoch [20][6000/7492] lr: 4.788e-02, eta: 6 days, 11:14:57, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4878, loss_cls: 8.2437, loss: 8.2437 2025-08-05 07:33:51,478 - pyskl - INFO - Epoch [20][6100/7492] lr: 4.788e-02, eta: 6 days, 11:14:09, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.4813, loss_cls: 8.2986, loss: 8.2986 2025-08-05 07:34:50,055 - pyskl - INFO - Epoch [20][6200/7492] lr: 4.788e-02, eta: 6 days, 11:13:20, time: 0.586, data_time: 0.000, memory: 11067, top1_acc: 0.2441, top5_acc: 0.4984, loss_cls: 8.2891, loss: 8.2891 2025-08-05 07:35:48,061 - pyskl - INFO - Epoch [20][6300/7492] lr: 4.787e-02, eta: 6 days, 11:12:27, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2509, top5_acc: 0.4963, loss_cls: 8.2274, loss: 8.2274 2025-08-05 07:36:46,750 - pyskl - INFO - Epoch [20][6400/7492] lr: 4.787e-02, eta: 6 days, 11:11:39, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2525, top5_acc: 0.4894, loss_cls: 8.2353, loss: 8.2353 2025-08-05 07:37:45,316 - pyskl - INFO - Epoch [20][6500/7492] lr: 4.787e-02, eta: 6 days, 11:10:50, time: 0.586, data_time: 0.000, memory: 11067, top1_acc: 0.2494, top5_acc: 0.4872, loss_cls: 8.2830, loss: 8.2830 2025-08-05 07:38:43,270 - pyskl - INFO - Epoch [20][6600/7492] lr: 4.786e-02, eta: 6 days, 11:09:57, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4878, loss_cls: 8.2800, loss: 8.2800 2025-08-05 07:39:40,682 - pyskl - INFO - Epoch [20][6700/7492] lr: 4.786e-02, eta: 6 days, 11:09:00, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2656, top5_acc: 0.5016, loss_cls: 8.1675, loss: 8.1675 2025-08-05 07:40:37,332 - pyskl - INFO - Epoch [20][6800/7492] lr: 4.786e-02, eta: 6 days, 11:07:59, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2475, top5_acc: 0.4797, loss_cls: 8.3005, loss: 8.3005 2025-08-05 07:41:34,770 - pyskl - INFO - Epoch [20][6900/7492] lr: 4.786e-02, eta: 6 days, 11:07:02, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.4963, loss_cls: 8.2574, loss: 8.2574 2025-08-05 07:42:32,911 - pyskl - INFO - Epoch [20][7000/7492] lr: 4.785e-02, eta: 6 days, 11:06:11, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2306, top5_acc: 0.4841, loss_cls: 8.2934, loss: 8.2934 2025-08-05 07:43:30,423 - pyskl - INFO - Epoch [20][7100/7492] lr: 4.785e-02, eta: 6 days, 11:05:15, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2409, top5_acc: 0.4934, loss_cls: 8.2251, loss: 8.2251 2025-08-05 07:44:27,806 - pyskl - INFO - Epoch [20][7200/7492] lr: 4.785e-02, eta: 6 days, 11:04:18, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2409, top5_acc: 0.4759, loss_cls: 8.2982, loss: 8.2982 2025-08-05 07:45:26,574 - pyskl - INFO - Epoch [20][7300/7492] lr: 4.784e-02, eta: 6 days, 11:03:30, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2494, top5_acc: 0.5003, loss_cls: 8.1844, loss: 8.1844 2025-08-05 07:46:25,395 - pyskl - INFO - Epoch [20][7400/7492] lr: 4.784e-02, eta: 6 days, 11:02:43, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2553, top5_acc: 0.5012, loss_cls: 8.2077, loss: 8.2077 2025-08-05 07:47:20,984 - pyskl - INFO - Saving checkpoint at 20 epochs 2025-08-05 07:48:09,704 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 07:48:10,379 - pyskl - INFO - top1_acc 0.2146 top5_acc 0.4417 2025-08-05 07:48:10,379 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 07:48:10,441 - pyskl - INFO - mean_acc 0.2144 2025-08-05 07:48:10,520 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_11.pth was removed 2025-08-05 07:48:12,126 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_20.pth. 2025-08-05 07:48:12,128 - pyskl - INFO - Best top1_acc is 0.2146 at 20 epoch. 2025-08-05 07:48:12,181 - pyskl - INFO - Epoch(val) [20][617] top1_acc: 0.2146, top5_acc: 0.4417, mean_class_accuracy: 0.2144 2025-08-05 07:49:42,373 - pyskl - INFO - Epoch [21][100/7492] lr: 4.784e-02, eta: 6 days, 10:58:44, time: 0.902, data_time: 0.331, memory: 11067, top1_acc: 0.2587, top5_acc: 0.5050, loss_cls: 8.1280, loss: 8.1280 2025-08-05 07:50:38,866 - pyskl - INFO - Epoch [21][200/7492] lr: 4.783e-02, eta: 6 days, 10:57:41, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2431, top5_acc: 0.4897, loss_cls: 8.2795, loss: 8.2795 2025-08-05 07:51:36,243 - pyskl - INFO - Epoch [21][300/7492] lr: 4.783e-02, eta: 6 days, 10:56:45, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2528, top5_acc: 0.4956, loss_cls: 8.1896, loss: 8.1896 2025-08-05 07:52:34,298 - pyskl - INFO - Epoch [21][400/7492] lr: 4.783e-02, eta: 6 days, 10:55:52, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2431, top5_acc: 0.4809, loss_cls: 8.2466, loss: 8.2466 2025-08-05 07:53:33,106 - pyskl - INFO - Epoch [21][500/7492] lr: 4.782e-02, eta: 6 days, 10:55:05, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2556, top5_acc: 0.4909, loss_cls: 8.1825, loss: 8.1825 2025-08-05 07:54:30,357 - pyskl - INFO - Epoch [21][600/7492] lr: 4.782e-02, eta: 6 days, 10:54:07, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2450, top5_acc: 0.4859, loss_cls: 8.2504, loss: 8.2504 2025-08-05 07:55:27,586 - pyskl - INFO - Epoch [21][700/7492] lr: 4.782e-02, eta: 6 days, 10:53:10, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2494, top5_acc: 0.5009, loss_cls: 8.2120, loss: 8.2120 2025-08-05 07:56:24,860 - pyskl - INFO - Epoch [21][800/7492] lr: 4.782e-02, eta: 6 days, 10:52:12, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2378, top5_acc: 0.4844, loss_cls: 8.2275, loss: 8.2275 2025-08-05 07:57:22,045 - pyskl - INFO - Epoch [21][900/7492] lr: 4.781e-02, eta: 6 days, 10:51:14, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2547, top5_acc: 0.5097, loss_cls: 8.1550, loss: 8.1550 2025-08-05 07:58:19,620 - pyskl - INFO - Epoch [21][1000/7492] lr: 4.781e-02, eta: 6 days, 10:50:19, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2472, top5_acc: 0.4956, loss_cls: 8.2563, loss: 8.2563 2025-08-05 07:59:17,530 - pyskl - INFO - Epoch [21][1100/7492] lr: 4.781e-02, eta: 6 days, 10:49:25, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2425, top5_acc: 0.4984, loss_cls: 8.2433, loss: 8.2433 2025-08-05 08:00:16,184 - pyskl - INFO - Epoch [21][1200/7492] lr: 4.780e-02, eta: 6 days, 10:48:37, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2416, top5_acc: 0.4919, loss_cls: 8.2660, loss: 8.2660 2025-08-05 08:01:13,301 - pyskl - INFO - Epoch [21][1300/7492] lr: 4.780e-02, eta: 6 days, 10:47:38, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4888, loss_cls: 8.2283, loss: 8.2283 2025-08-05 08:02:10,416 - pyskl - INFO - Epoch [21][1400/7492] lr: 4.780e-02, eta: 6 days, 10:46:40, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2462, top5_acc: 0.4931, loss_cls: 8.1946, loss: 8.1946 2025-08-05 08:03:07,568 - pyskl - INFO - Epoch [21][1500/7492] lr: 4.780e-02, eta: 6 days, 10:45:42, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2450, top5_acc: 0.4909, loss_cls: 8.2856, loss: 8.2856 2025-08-05 08:04:06,261 - pyskl - INFO - Epoch [21][1600/7492] lr: 4.779e-02, eta: 6 days, 10:44:53, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2341, top5_acc: 0.4838, loss_cls: 8.3014, loss: 8.3014 2025-08-05 08:05:03,982 - pyskl - INFO - Epoch [21][1700/7492] lr: 4.779e-02, eta: 6 days, 10:43:59, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2400, top5_acc: 0.4916, loss_cls: 8.2692, loss: 8.2692 2025-08-05 08:06:01,089 - pyskl - INFO - Epoch [21][1800/7492] lr: 4.779e-02, eta: 6 days, 10:43:00, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2506, top5_acc: 0.4906, loss_cls: 8.2203, loss: 8.2203 2025-08-05 08:06:58,156 - pyskl - INFO - Epoch [21][1900/7492] lr: 4.778e-02, eta: 6 days, 10:42:02, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2409, top5_acc: 0.4847, loss_cls: 8.3109, loss: 8.3109 2025-08-05 08:07:54,991 - pyskl - INFO - Epoch [21][2000/7492] lr: 4.778e-02, eta: 6 days, 10:41:01, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.4931, loss_cls: 8.2497, loss: 8.2497 2025-08-05 08:08:52,917 - pyskl - INFO - Epoch [21][2100/7492] lr: 4.778e-02, eta: 6 days, 10:40:08, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2491, top5_acc: 0.4894, loss_cls: 8.2108, loss: 8.2108 2025-08-05 08:09:50,966 - pyskl - INFO - Epoch [21][2200/7492] lr: 4.778e-02, eta: 6 days, 10:39:16, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2584, top5_acc: 0.5091, loss_cls: 8.0995, loss: 8.0995 2025-08-05 08:10:47,474 - pyskl - INFO - Epoch [21][2300/7492] lr: 4.777e-02, eta: 6 days, 10:38:13, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2516, top5_acc: 0.4963, loss_cls: 8.2282, loss: 8.2282 2025-08-05 08:11:45,303 - pyskl - INFO - Epoch [21][2400/7492] lr: 4.777e-02, eta: 6 days, 10:37:20, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2434, top5_acc: 0.4953, loss_cls: 8.2188, loss: 8.2188 2025-08-05 08:12:43,017 - pyskl - INFO - Epoch [21][2500/7492] lr: 4.777e-02, eta: 6 days, 10:36:25, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2522, top5_acc: 0.4950, loss_cls: 8.2761, loss: 8.2761 2025-08-05 08:13:39,477 - pyskl - INFO - Epoch [21][2600/7492] lr: 4.776e-02, eta: 6 days, 10:35:22, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2522, top5_acc: 0.4859, loss_cls: 8.2746, loss: 8.2746 2025-08-05 08:14:36,451 - pyskl - INFO - Epoch [21][2700/7492] lr: 4.776e-02, eta: 6 days, 10:34:23, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2450, top5_acc: 0.4844, loss_cls: 8.2046, loss: 8.2046 2025-08-05 08:15:33,086 - pyskl - INFO - Epoch [21][2800/7492] lr: 4.776e-02, eta: 6 days, 10:33:22, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2569, top5_acc: 0.4906, loss_cls: 8.1682, loss: 8.1682 2025-08-05 08:16:29,549 - pyskl - INFO - Epoch [21][2900/7492] lr: 4.776e-02, eta: 6 days, 10:32:19, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2497, top5_acc: 0.4819, loss_cls: 8.2241, loss: 8.2241 2025-08-05 08:17:27,618 - pyskl - INFO - Epoch [21][3000/7492] lr: 4.775e-02, eta: 6 days, 10:31:27, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2547, top5_acc: 0.4984, loss_cls: 8.2420, loss: 8.2420 2025-08-05 08:18:24,315 - pyskl - INFO - Epoch [21][3100/7492] lr: 4.775e-02, eta: 6 days, 10:30:26, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2578, top5_acc: 0.4938, loss_cls: 8.1850, loss: 8.1850 2025-08-05 08:19:21,706 - pyskl - INFO - Epoch [21][3200/7492] lr: 4.775e-02, eta: 6 days, 10:29:29, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2441, top5_acc: 0.5006, loss_cls: 8.2428, loss: 8.2428 2025-08-05 08:20:18,848 - pyskl - INFO - Epoch [21][3300/7492] lr: 4.774e-02, eta: 6 days, 10:28:31, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.4934, loss_cls: 8.2400, loss: 8.2400 2025-08-05 08:21:15,073 - pyskl - INFO - Epoch [21][3400/7492] lr: 4.774e-02, eta: 6 days, 10:27:27, time: 0.562, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.5122, loss_cls: 8.1201, loss: 8.1201 2025-08-05 08:22:12,345 - pyskl - INFO - Epoch [21][3500/7492] lr: 4.774e-02, eta: 6 days, 10:26:29, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2425, top5_acc: 0.4822, loss_cls: 8.3113, loss: 8.3113 2025-08-05 08:23:09,860 - pyskl - INFO - Epoch [21][3600/7492] lr: 4.774e-02, eta: 6 days, 10:25:33, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2381, top5_acc: 0.4953, loss_cls: 8.2427, loss: 8.2427 2025-08-05 08:24:06,416 - pyskl - INFO - Epoch [21][3700/7492] lr: 4.773e-02, eta: 6 days, 10:24:31, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2597, top5_acc: 0.5016, loss_cls: 8.2385, loss: 8.2385 2025-08-05 08:25:03,776 - pyskl - INFO - Epoch [21][3800/7492] lr: 4.773e-02, eta: 6 days, 10:23:34, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2416, top5_acc: 0.4838, loss_cls: 8.3527, loss: 8.3527 2025-08-05 08:26:01,028 - pyskl - INFO - Epoch [21][3900/7492] lr: 4.773e-02, eta: 6 days, 10:22:37, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2575, top5_acc: 0.5041, loss_cls: 8.2231, loss: 8.2231 2025-08-05 08:26:58,226 - pyskl - INFO - Epoch [21][4000/7492] lr: 4.772e-02, eta: 6 days, 10:21:39, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2472, top5_acc: 0.4863, loss_cls: 8.2654, loss: 8.2654 2025-08-05 08:27:55,703 - pyskl - INFO - Epoch [21][4100/7492] lr: 4.772e-02, eta: 6 days, 10:20:43, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2466, top5_acc: 0.4766, loss_cls: 8.3330, loss: 8.3330 2025-08-05 08:28:53,281 - pyskl - INFO - Epoch [21][4200/7492] lr: 4.772e-02, eta: 6 days, 10:19:47, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2419, top5_acc: 0.4875, loss_cls: 8.3058, loss: 8.3058 2025-08-05 08:29:51,010 - pyskl - INFO - Epoch [21][4300/7492] lr: 4.771e-02, eta: 6 days, 10:18:53, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2484, top5_acc: 0.4853, loss_cls: 8.1944, loss: 8.1944 2025-08-05 08:30:48,081 - pyskl - INFO - Epoch [21][4400/7492] lr: 4.771e-02, eta: 6 days, 10:17:54, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2416, top5_acc: 0.4769, loss_cls: 8.2213, loss: 8.2213 2025-08-05 08:31:45,395 - pyskl - INFO - Epoch [21][4500/7492] lr: 4.771e-02, eta: 6 days, 10:16:57, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2516, top5_acc: 0.4963, loss_cls: 8.2309, loss: 8.2309 2025-08-05 08:32:42,577 - pyskl - INFO - Epoch [21][4600/7492] lr: 4.771e-02, eta: 6 days, 10:15:59, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2556, top5_acc: 0.4778, loss_cls: 8.2632, loss: 8.2632 2025-08-05 08:33:40,005 - pyskl - INFO - Epoch [21][4700/7492] lr: 4.770e-02, eta: 6 days, 10:15:03, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2484, top5_acc: 0.4888, loss_cls: 8.1567, loss: 8.1567 2025-08-05 08:34:37,990 - pyskl - INFO - Epoch [21][4800/7492] lr: 4.770e-02, eta: 6 days, 10:14:10, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2469, top5_acc: 0.4881, loss_cls: 8.2921, loss: 8.2921 2025-08-05 08:35:35,688 - pyskl - INFO - Epoch [21][4900/7492] lr: 4.770e-02, eta: 6 days, 10:13:15, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2569, top5_acc: 0.4953, loss_cls: 8.2177, loss: 8.2177 2025-08-05 08:36:33,542 - pyskl - INFO - Epoch [21][5000/7492] lr: 4.769e-02, eta: 6 days, 10:12:21, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2525, top5_acc: 0.4931, loss_cls: 8.1474, loss: 8.1474 2025-08-05 08:37:31,900 - pyskl - INFO - Epoch [21][5100/7492] lr: 4.769e-02, eta: 6 days, 10:11:30, time: 0.584, data_time: 0.000, memory: 11067, top1_acc: 0.2469, top5_acc: 0.4766, loss_cls: 8.3184, loss: 8.3184 2025-08-05 08:38:30,945 - pyskl - INFO - Epoch [21][5200/7492] lr: 4.769e-02, eta: 6 days, 10:10:44, time: 0.590, data_time: 0.000, memory: 11067, top1_acc: 0.2619, top5_acc: 0.5028, loss_cls: 8.1710, loss: 8.1710 2025-08-05 08:39:29,757 - pyskl - INFO - Epoch [21][5300/7492] lr: 4.769e-02, eta: 6 days, 10:09:56, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2494, top5_acc: 0.4863, loss_cls: 8.2571, loss: 8.2571 2025-08-05 08:40:28,545 - pyskl - INFO - Epoch [21][5400/7492] lr: 4.768e-02, eta: 6 days, 10:09:08, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2362, top5_acc: 0.4759, loss_cls: 8.2983, loss: 8.2983 2025-08-05 08:41:26,935 - pyskl - INFO - Epoch [21][5500/7492] lr: 4.768e-02, eta: 6 days, 10:08:18, time: 0.584, data_time: 0.000, memory: 11067, top1_acc: 0.2450, top5_acc: 0.4859, loss_cls: 8.3006, loss: 8.3006 2025-08-05 08:42:24,515 - pyskl - INFO - Epoch [21][5600/7492] lr: 4.768e-02, eta: 6 days, 10:07:22, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2453, top5_acc: 0.4916, loss_cls: 8.2305, loss: 8.2305 2025-08-05 08:43:21,232 - pyskl - INFO - Epoch [21][5700/7492] lr: 4.767e-02, eta: 6 days, 10:06:21, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2553, top5_acc: 0.4878, loss_cls: 8.1696, loss: 8.1696 2025-08-05 08:44:18,219 - pyskl - INFO - Epoch [21][5800/7492] lr: 4.767e-02, eta: 6 days, 10:05:22, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2569, top5_acc: 0.5059, loss_cls: 8.1929, loss: 8.1929 2025-08-05 08:45:15,149 - pyskl - INFO - Epoch [21][5900/7492] lr: 4.767e-02, eta: 6 days, 10:04:23, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2600, top5_acc: 0.4966, loss_cls: 8.2767, loss: 8.2767 2025-08-05 08:46:12,428 - pyskl - INFO - Epoch [21][6000/7492] lr: 4.766e-02, eta: 6 days, 10:03:25, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2444, top5_acc: 0.4869, loss_cls: 8.2775, loss: 8.2775 2025-08-05 08:47:09,994 - pyskl - INFO - Epoch [21][6100/7492] lr: 4.766e-02, eta: 6 days, 10:02:30, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2666, top5_acc: 0.4944, loss_cls: 8.1966, loss: 8.1966 2025-08-05 08:48:06,652 - pyskl - INFO - Epoch [21][6200/7492] lr: 4.766e-02, eta: 6 days, 10:01:28, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2569, top5_acc: 0.4991, loss_cls: 8.1652, loss: 8.1652 2025-08-05 08:49:03,739 - pyskl - INFO - Epoch [21][6300/7492] lr: 4.766e-02, eta: 6 days, 10:00:30, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2562, top5_acc: 0.5075, loss_cls: 8.1004, loss: 8.1004 2025-08-05 08:50:01,498 - pyskl - INFO - Epoch [21][6400/7492] lr: 4.765e-02, eta: 6 days, 9:59:35, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2597, top5_acc: 0.4953, loss_cls: 8.2666, loss: 8.2666 2025-08-05 08:50:59,520 - pyskl - INFO - Epoch [21][6500/7492] lr: 4.765e-02, eta: 6 days, 9:58:42, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2609, top5_acc: 0.5081, loss_cls: 8.1352, loss: 8.1352 2025-08-05 08:51:57,580 - pyskl - INFO - Epoch [21][6600/7492] lr: 4.765e-02, eta: 6 days, 9:57:50, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2409, top5_acc: 0.4894, loss_cls: 8.3631, loss: 8.3631 2025-08-05 08:52:54,440 - pyskl - INFO - Epoch [21][6700/7492] lr: 4.764e-02, eta: 6 days, 9:56:50, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2475, top5_acc: 0.4972, loss_cls: 8.2600, loss: 8.2600 2025-08-05 08:53:51,897 - pyskl - INFO - Epoch [21][6800/7492] lr: 4.764e-02, eta: 6 days, 9:55:54, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2450, top5_acc: 0.4956, loss_cls: 8.3392, loss: 8.3392 2025-08-05 08:54:50,033 - pyskl - INFO - Epoch [21][6900/7492] lr: 4.764e-02, eta: 6 days, 9:55:01, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2497, top5_acc: 0.4947, loss_cls: 8.2597, loss: 8.2597 2025-08-05 08:55:48,087 - pyskl - INFO - Epoch [21][7000/7492] lr: 4.764e-02, eta: 6 days, 9:54:09, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2569, top5_acc: 0.4978, loss_cls: 8.2062, loss: 8.2062 2025-08-05 08:56:45,061 - pyskl - INFO - Epoch [21][7100/7492] lr: 4.763e-02, eta: 6 days, 9:53:09, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2475, top5_acc: 0.4900, loss_cls: 8.2085, loss: 8.2085 2025-08-05 08:57:42,359 - pyskl - INFO - Epoch [21][7200/7492] lr: 4.763e-02, eta: 6 days, 9:52:12, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2316, top5_acc: 0.4706, loss_cls: 8.3089, loss: 8.3089 2025-08-05 08:58:40,210 - pyskl - INFO - Epoch [21][7300/7492] lr: 4.763e-02, eta: 6 days, 9:51:18, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2384, top5_acc: 0.4841, loss_cls: 8.2906, loss: 8.2906 2025-08-05 08:59:38,005 - pyskl - INFO - Epoch [21][7400/7492] lr: 4.762e-02, eta: 6 days, 9:50:24, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2556, top5_acc: 0.4897, loss_cls: 8.2658, loss: 8.2658 2025-08-05 09:00:32,021 - pyskl - INFO - Saving checkpoint at 21 epochs 2025-08-05 09:01:19,798 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 09:01:20,458 - pyskl - INFO - top1_acc 0.1823 top5_acc 0.4015 2025-08-05 09:01:20,458 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 09:01:20,500 - pyskl - INFO - mean_acc 0.1822 2025-08-05 09:01:20,512 - pyskl - INFO - Epoch(val) [21][617] top1_acc: 0.1823, top5_acc: 0.4015, mean_class_accuracy: 0.1822 2025-08-05 09:02:53,209 - pyskl - INFO - Epoch [22][100/7492] lr: 4.762e-02, eta: 6 days, 9:46:48, time: 0.927, data_time: 0.337, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4891, loss_cls: 8.3131, loss: 8.3131 2025-08-05 09:03:51,961 - pyskl - INFO - Epoch [22][200/7492] lr: 4.761e-02, eta: 6 days, 9:45:59, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4928, loss_cls: 8.2702, loss: 8.2702 2025-08-05 09:04:50,726 - pyskl - INFO - Epoch [22][300/7492] lr: 4.761e-02, eta: 6 days, 9:45:11, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2581, top5_acc: 0.5125, loss_cls: 8.1692, loss: 8.1692 2025-08-05 09:05:48,714 - pyskl - INFO - Epoch [22][400/7492] lr: 4.761e-02, eta: 6 days, 9:44:18, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2537, top5_acc: 0.4969, loss_cls: 8.2677, loss: 8.2677 2025-08-05 09:06:46,741 - pyskl - INFO - Epoch [22][500/7492] lr: 4.761e-02, eta: 6 days, 9:43:25, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.4869, loss_cls: 8.2394, loss: 8.2394 2025-08-05 09:07:43,674 - pyskl - INFO - Epoch [22][600/7492] lr: 4.760e-02, eta: 6 days, 9:42:26, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.4950, loss_cls: 8.3064, loss: 8.3064 2025-08-05 09:08:41,097 - pyskl - INFO - Epoch [22][700/7492] lr: 4.760e-02, eta: 6 days, 9:41:29, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2644, top5_acc: 0.4881, loss_cls: 8.1865, loss: 8.1865 2025-08-05 09:09:38,428 - pyskl - INFO - Epoch [22][800/7492] lr: 4.760e-02, eta: 6 days, 9:40:32, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2587, top5_acc: 0.4838, loss_cls: 8.2717, loss: 8.2717 2025-08-05 09:10:35,080 - pyskl - INFO - Epoch [22][900/7492] lr: 4.759e-02, eta: 6 days, 9:39:31, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2512, top5_acc: 0.4944, loss_cls: 8.2477, loss: 8.2477 2025-08-05 09:11:31,819 - pyskl - INFO - Epoch [22][1000/7492] lr: 4.759e-02, eta: 6 days, 9:38:30, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.4934, loss_cls: 8.2149, loss: 8.2149 2025-08-05 09:12:28,764 - pyskl - INFO - Epoch [22][1100/7492] lr: 4.759e-02, eta: 6 days, 9:37:31, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2437, top5_acc: 0.4956, loss_cls: 8.2287, loss: 8.2287 2025-08-05 09:13:26,130 - pyskl - INFO - Epoch [22][1200/7492] lr: 4.758e-02, eta: 6 days, 9:36:34, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2506, top5_acc: 0.5047, loss_cls: 8.2363, loss: 8.2363 2025-08-05 09:14:23,038 - pyskl - INFO - Epoch [22][1300/7492] lr: 4.758e-02, eta: 6 days, 9:35:35, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.5022, loss_cls: 8.1323, loss: 8.1323 2025-08-05 09:15:20,098 - pyskl - INFO - Epoch [22][1400/7492] lr: 4.758e-02, eta: 6 days, 9:34:36, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2662, top5_acc: 0.4941, loss_cls: 8.1338, loss: 8.1338 2025-08-05 09:16:16,758 - pyskl - INFO - Epoch [22][1500/7492] lr: 4.758e-02, eta: 6 days, 9:33:35, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2431, top5_acc: 0.4913, loss_cls: 8.2545, loss: 8.2545 2025-08-05 09:17:13,825 - pyskl - INFO - Epoch [22][1600/7492] lr: 4.757e-02, eta: 6 days, 9:32:36, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2544, top5_acc: 0.4959, loss_cls: 8.2493, loss: 8.2493 2025-08-05 09:18:10,627 - pyskl - INFO - Epoch [22][1700/7492] lr: 4.757e-02, eta: 6 days, 9:31:36, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2487, top5_acc: 0.4931, loss_cls: 8.2368, loss: 8.2368 2025-08-05 09:19:07,202 - pyskl - INFO - Epoch [22][1800/7492] lr: 4.757e-02, eta: 6 days, 9:30:34, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2459, top5_acc: 0.4922, loss_cls: 8.2675, loss: 8.2675 2025-08-05 09:20:04,004 - pyskl - INFO - Epoch [22][1900/7492] lr: 4.756e-02, eta: 6 days, 9:29:34, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2562, top5_acc: 0.5012, loss_cls: 8.1563, loss: 8.1563 2025-08-05 09:21:00,780 - pyskl - INFO - Epoch [22][2000/7492] lr: 4.756e-02, eta: 6 days, 9:28:34, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2462, top5_acc: 0.4884, loss_cls: 8.2222, loss: 8.2222 2025-08-05 09:21:58,429 - pyskl - INFO - Epoch [22][2100/7492] lr: 4.756e-02, eta: 6 days, 9:27:39, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2475, top5_acc: 0.4956, loss_cls: 8.3380, loss: 8.3380 2025-08-05 09:22:55,702 - pyskl - INFO - Epoch [22][2200/7492] lr: 4.755e-02, eta: 6 days, 9:26:41, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2506, top5_acc: 0.4944, loss_cls: 8.2459, loss: 8.2459 2025-08-05 09:23:54,591 - pyskl - INFO - Epoch [22][2300/7492] lr: 4.755e-02, eta: 6 days, 9:25:54, time: 0.589, data_time: 0.000, memory: 11067, top1_acc: 0.2456, top5_acc: 0.4950, loss_cls: 8.1587, loss: 8.1587 2025-08-05 09:24:51,905 - pyskl - INFO - Epoch [22][2400/7492] lr: 4.755e-02, eta: 6 days, 9:24:56, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2537, top5_acc: 0.5044, loss_cls: 8.2505, loss: 8.2505 2025-08-05 09:25:48,764 - pyskl - INFO - Epoch [22][2500/7492] lr: 4.755e-02, eta: 6 days, 9:23:57, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2478, top5_acc: 0.5075, loss_cls: 8.2668, loss: 8.2668 2025-08-05 09:26:45,986 - pyskl - INFO - Epoch [22][2600/7492] lr: 4.754e-02, eta: 6 days, 9:22:59, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4850, loss_cls: 8.2713, loss: 8.2713 2025-08-05 09:27:42,751 - pyskl - INFO - Epoch [22][2700/7492] lr: 4.754e-02, eta: 6 days, 9:21:58, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2466, top5_acc: 0.4856, loss_cls: 8.2458, loss: 8.2458 2025-08-05 09:28:39,604 - pyskl - INFO - Epoch [22][2800/7492] lr: 4.754e-02, eta: 6 days, 9:20:59, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.5022, loss_cls: 8.1719, loss: 8.1719 2025-08-05 09:29:37,638 - pyskl - INFO - Epoch [22][2900/7492] lr: 4.753e-02, eta: 6 days, 9:20:06, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2628, top5_acc: 0.4888, loss_cls: 8.2544, loss: 8.2544 2025-08-05 09:30:35,344 - pyskl - INFO - Epoch [22][3000/7492] lr: 4.753e-02, eta: 6 days, 9:19:11, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2531, top5_acc: 0.4784, loss_cls: 8.3100, loss: 8.3100 2025-08-05 09:31:33,012 - pyskl - INFO - Epoch [22][3100/7492] lr: 4.753e-02, eta: 6 days, 9:18:16, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2378, top5_acc: 0.4822, loss_cls: 8.3156, loss: 8.3156 2025-08-05 09:32:30,207 - pyskl - INFO - Epoch [22][3200/7492] lr: 4.752e-02, eta: 6 days, 9:17:18, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2722, top5_acc: 0.5069, loss_cls: 8.1202, loss: 8.1202 2025-08-05 09:33:27,861 - pyskl - INFO - Epoch [22][3300/7492] lr: 4.752e-02, eta: 6 days, 9:16:23, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2450, top5_acc: 0.4884, loss_cls: 8.1623, loss: 8.1623 2025-08-05 09:34:26,054 - pyskl - INFO - Epoch [22][3400/7492] lr: 4.752e-02, eta: 6 days, 9:15:31, time: 0.582, data_time: 0.000, memory: 11067, top1_acc: 0.2559, top5_acc: 0.4888, loss_cls: 8.3423, loss: 8.3423 2025-08-05 09:35:23,328 - pyskl - INFO - Epoch [22][3500/7492] lr: 4.752e-02, eta: 6 days, 9:14:34, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2681, top5_acc: 0.5059, loss_cls: 8.1015, loss: 8.1015 2025-08-05 09:36:20,929 - pyskl - INFO - Epoch [22][3600/7492] lr: 4.751e-02, eta: 6 days, 9:13:38, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.4966, loss_cls: 8.1265, loss: 8.1265 2025-08-05 09:37:18,304 - pyskl - INFO - Epoch [22][3700/7492] lr: 4.751e-02, eta: 6 days, 9:12:42, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2556, top5_acc: 0.4975, loss_cls: 8.1918, loss: 8.1918 2025-08-05 09:38:16,319 - pyskl - INFO - Epoch [22][3800/7492] lr: 4.751e-02, eta: 6 days, 9:11:49, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2441, top5_acc: 0.4834, loss_cls: 8.3470, loss: 8.3470 2025-08-05 09:39:14,138 - pyskl - INFO - Epoch [22][3900/7492] lr: 4.750e-02, eta: 6 days, 9:10:54, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.5041, loss_cls: 8.2140, loss: 8.2140 2025-08-05 09:40:12,536 - pyskl - INFO - Epoch [22][4000/7492] lr: 4.750e-02, eta: 6 days, 9:10:04, time: 0.584, data_time: 0.000, memory: 11067, top1_acc: 0.2553, top5_acc: 0.5022, loss_cls: 8.1690, loss: 8.1690 2025-08-05 09:41:10,701 - pyskl - INFO - Epoch [22][4100/7492] lr: 4.750e-02, eta: 6 days, 9:09:12, time: 0.582, data_time: 0.000, memory: 11067, top1_acc: 0.2362, top5_acc: 0.4853, loss_cls: 8.3315, loss: 8.3315 2025-08-05 09:42:07,947 - pyskl - INFO - Epoch [22][4200/7492] lr: 4.749e-02, eta: 6 days, 9:08:14, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4878, loss_cls: 8.2858, loss: 8.2858 2025-08-05 09:43:04,701 - pyskl - INFO - Epoch [22][4300/7492] lr: 4.749e-02, eta: 6 days, 9:07:14, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2537, top5_acc: 0.4938, loss_cls: 8.1757, loss: 8.1757 2025-08-05 09:44:01,309 - pyskl - INFO - Epoch [22][4400/7492] lr: 4.749e-02, eta: 6 days, 9:06:12, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.4972, loss_cls: 8.2574, loss: 8.2574 2025-08-05 09:44:58,996 - pyskl - INFO - Epoch [22][4500/7492] lr: 4.749e-02, eta: 6 days, 9:05:17, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2381, top5_acc: 0.4875, loss_cls: 8.2033, loss: 8.2033 2025-08-05 09:45:57,742 - pyskl - INFO - Epoch [22][4600/7492] lr: 4.748e-02, eta: 6 days, 9:04:29, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2359, top5_acc: 0.4875, loss_cls: 8.3144, loss: 8.3144 2025-08-05 09:46:55,838 - pyskl - INFO - Epoch [22][4700/7492] lr: 4.748e-02, eta: 6 days, 9:03:36, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2612, top5_acc: 0.5038, loss_cls: 8.2118, loss: 8.2118 2025-08-05 09:47:53,222 - pyskl - INFO - Epoch [22][4800/7492] lr: 4.748e-02, eta: 6 days, 9:02:39, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2422, top5_acc: 0.4772, loss_cls: 8.2718, loss: 8.2718 2025-08-05 09:48:50,903 - pyskl - INFO - Epoch [22][4900/7492] lr: 4.747e-02, eta: 6 days, 9:01:44, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2450, top5_acc: 0.4919, loss_cls: 8.2100, loss: 8.2100 2025-08-05 09:49:49,320 - pyskl - INFO - Epoch [22][5000/7492] lr: 4.747e-02, eta: 6 days, 9:00:54, time: 0.584, data_time: 0.000, memory: 11067, top1_acc: 0.2562, top5_acc: 0.5069, loss_cls: 8.1616, loss: 8.1616 2025-08-05 09:50:48,209 - pyskl - INFO - Epoch [22][5100/7492] lr: 4.747e-02, eta: 6 days, 9:00:06, time: 0.589, data_time: 0.000, memory: 11067, top1_acc: 0.2381, top5_acc: 0.4763, loss_cls: 8.3401, loss: 8.3401 2025-08-05 09:51:45,768 - pyskl - INFO - Epoch [22][5200/7492] lr: 4.746e-02, eta: 6 days, 8:59:10, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2612, top5_acc: 0.5034, loss_cls: 8.1432, loss: 8.1432 2025-08-05 09:52:43,097 - pyskl - INFO - Epoch [22][5300/7492] lr: 4.746e-02, eta: 6 days, 8:58:13, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2425, top5_acc: 0.5038, loss_cls: 8.2041, loss: 8.2041 2025-08-05 09:53:39,875 - pyskl - INFO - Epoch [22][5400/7492] lr: 4.746e-02, eta: 6 days, 8:57:13, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2384, top5_acc: 0.4819, loss_cls: 8.2728, loss: 8.2728 2025-08-05 09:54:37,648 - pyskl - INFO - Epoch [22][5500/7492] lr: 4.745e-02, eta: 6 days, 8:56:18, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2531, top5_acc: 0.5053, loss_cls: 8.1576, loss: 8.1576 2025-08-05 09:55:36,345 - pyskl - INFO - Epoch [22][5600/7492] lr: 4.745e-02, eta: 6 days, 8:55:29, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2553, top5_acc: 0.5044, loss_cls: 8.1153, loss: 8.1153 2025-08-05 09:56:33,972 - pyskl - INFO - Epoch [22][5700/7492] lr: 4.745e-02, eta: 6 days, 8:54:34, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2519, top5_acc: 0.4925, loss_cls: 8.1949, loss: 8.1949 2025-08-05 09:57:31,660 - pyskl - INFO - Epoch [22][5800/7492] lr: 4.745e-02, eta: 6 days, 8:53:39, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2466, top5_acc: 0.4850, loss_cls: 8.2847, loss: 8.2847 2025-08-05 09:58:28,530 - pyskl - INFO - Epoch [22][5900/7492] lr: 4.744e-02, eta: 6 days, 8:52:39, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2609, top5_acc: 0.5091, loss_cls: 8.1553, loss: 8.1553 2025-08-05 09:59:26,337 - pyskl - INFO - Epoch [22][6000/7492] lr: 4.744e-02, eta: 6 days, 8:51:45, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2366, top5_acc: 0.4719, loss_cls: 8.3568, loss: 8.3568 2025-08-05 10:00:24,845 - pyskl - INFO - Epoch [22][6100/7492] lr: 4.744e-02, eta: 6 days, 8:50:55, time: 0.585, data_time: 0.000, memory: 11067, top1_acc: 0.2347, top5_acc: 0.4894, loss_cls: 8.3322, loss: 8.3322 2025-08-05 10:01:22,440 - pyskl - INFO - Epoch [22][6200/7492] lr: 4.743e-02, eta: 6 days, 8:49:59, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2378, top5_acc: 0.4872, loss_cls: 8.2770, loss: 8.2770 2025-08-05 10:02:19,401 - pyskl - INFO - Epoch [22][6300/7492] lr: 4.743e-02, eta: 6 days, 8:49:00, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2556, top5_acc: 0.4959, loss_cls: 8.3023, loss: 8.3023 2025-08-05 10:03:17,388 - pyskl - INFO - Epoch [22][6400/7492] lr: 4.743e-02, eta: 6 days, 8:48:07, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2559, top5_acc: 0.5103, loss_cls: 8.2000, loss: 8.2000 2025-08-05 10:04:14,498 - pyskl - INFO - Epoch [22][6500/7492] lr: 4.742e-02, eta: 6 days, 8:47:08, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2537, top5_acc: 0.4819, loss_cls: 8.2662, loss: 8.2662 2025-08-05 10:05:11,304 - pyskl - INFO - Epoch [22][6600/7492] lr: 4.742e-02, eta: 6 days, 8:46:08, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2659, top5_acc: 0.5081, loss_cls: 8.1829, loss: 8.1829 2025-08-05 10:06:07,872 - pyskl - INFO - Epoch [22][6700/7492] lr: 4.742e-02, eta: 6 days, 8:45:06, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2444, top5_acc: 0.4931, loss_cls: 8.2194, loss: 8.2194 2025-08-05 10:07:04,380 - pyskl - INFO - Epoch [22][6800/7492] lr: 4.741e-02, eta: 6 days, 8:44:05, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2403, top5_acc: 0.4800, loss_cls: 8.2374, loss: 8.2374 2025-08-05 10:08:01,642 - pyskl - INFO - Epoch [22][6900/7492] lr: 4.741e-02, eta: 6 days, 8:43:07, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2581, top5_acc: 0.5003, loss_cls: 8.1172, loss: 8.1172 2025-08-05 10:08:58,644 - pyskl - INFO - Epoch [22][7000/7492] lr: 4.741e-02, eta: 6 days, 8:42:08, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2456, top5_acc: 0.5031, loss_cls: 8.2310, loss: 8.2310 2025-08-05 10:09:55,239 - pyskl - INFO - Epoch [22][7100/7492] lr: 4.740e-02, eta: 6 days, 8:41:07, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2569, top5_acc: 0.5000, loss_cls: 8.2097, loss: 8.2097 2025-08-05 10:10:52,074 - pyskl - INFO - Epoch [22][7200/7492] lr: 4.740e-02, eta: 6 days, 8:40:07, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2472, top5_acc: 0.4925, loss_cls: 8.2226, loss: 8.2226 2025-08-05 10:11:49,130 - pyskl - INFO - Epoch [22][7300/7492] lr: 4.740e-02, eta: 6 days, 8:39:08, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2450, top5_acc: 0.4969, loss_cls: 8.1589, loss: 8.1589 2025-08-05 10:12:46,149 - pyskl - INFO - Epoch [22][7400/7492] lr: 4.740e-02, eta: 6 days, 8:38:09, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2472, top5_acc: 0.5072, loss_cls: 8.2675, loss: 8.2675 2025-08-05 10:13:39,907 - pyskl - INFO - Saving checkpoint at 22 epochs 2025-08-05 10:14:31,351 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 10:14:32,013 - pyskl - INFO - top1_acc 0.2009 top5_acc 0.4199 2025-08-05 10:14:32,014 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 10:14:32,057 - pyskl - INFO - mean_acc 0.2008 2025-08-05 10:14:32,071 - pyskl - INFO - Epoch(val) [22][617] top1_acc: 0.2009, top5_acc: 0.4199, mean_class_accuracy: 0.2008 2025-08-05 10:16:02,198 - pyskl - INFO - Epoch [23][100/7492] lr: 4.739e-02, eta: 6 days, 8:34:23, time: 0.901, data_time: 0.333, memory: 11067, top1_acc: 0.2706, top5_acc: 0.5134, loss_cls: 8.1175, loss: 8.1175 2025-08-05 10:16:58,476 - pyskl - INFO - Epoch [23][200/7492] lr: 4.739e-02, eta: 6 days, 8:33:20, time: 0.563, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4891, loss_cls: 8.2170, loss: 8.2170 2025-08-05 10:17:55,149 - pyskl - INFO - Epoch [23][300/7492] lr: 4.738e-02, eta: 6 days, 8:32:19, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2512, top5_acc: 0.5097, loss_cls: 8.2608, loss: 8.2608 2025-08-05 10:18:52,410 - pyskl - INFO - Epoch [23][400/7492] lr: 4.738e-02, eta: 6 days, 8:31:22, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2644, top5_acc: 0.5144, loss_cls: 8.1009, loss: 8.1009 2025-08-05 10:19:50,047 - pyskl - INFO - Epoch [23][500/7492] lr: 4.738e-02, eta: 6 days, 8:30:27, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.4991, loss_cls: 8.2048, loss: 8.2048 2025-08-05 10:20:47,238 - pyskl - INFO - Epoch [23][600/7492] lr: 4.737e-02, eta: 6 days, 8:29:29, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2672, top5_acc: 0.5153, loss_cls: 8.1423, loss: 8.1423 2025-08-05 10:21:44,344 - pyskl - INFO - Epoch [23][700/7492] lr: 4.737e-02, eta: 6 days, 8:28:31, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2587, top5_acc: 0.5097, loss_cls: 8.1103, loss: 8.1103 2025-08-05 10:22:41,795 - pyskl - INFO - Epoch [23][800/7492] lr: 4.737e-02, eta: 6 days, 8:27:34, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4950, loss_cls: 8.3494, loss: 8.3494 2025-08-05 10:23:39,372 - pyskl - INFO - Epoch [23][900/7492] lr: 4.736e-02, eta: 6 days, 8:26:39, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2556, top5_acc: 0.4981, loss_cls: 8.1726, loss: 8.1726 2025-08-05 10:24:36,353 - pyskl - INFO - Epoch [23][1000/7492] lr: 4.736e-02, eta: 6 days, 8:25:40, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2516, top5_acc: 0.4947, loss_cls: 8.2493, loss: 8.2493 2025-08-05 10:25:32,964 - pyskl - INFO - Epoch [23][1100/7492] lr: 4.736e-02, eta: 6 days, 8:24:39, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2553, top5_acc: 0.4950, loss_cls: 8.1817, loss: 8.1817 2025-08-05 10:26:30,303 - pyskl - INFO - Epoch [23][1200/7492] lr: 4.736e-02, eta: 6 days, 8:23:42, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2584, top5_acc: 0.5053, loss_cls: 8.1680, loss: 8.1680 2025-08-05 10:27:27,597 - pyskl - INFO - Epoch [23][1300/7492] lr: 4.735e-02, eta: 6 days, 8:22:45, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2622, top5_acc: 0.4928, loss_cls: 8.1967, loss: 8.1967 2025-08-05 10:28:24,996 - pyskl - INFO - Epoch [23][1400/7492] lr: 4.735e-02, eta: 6 days, 8:21:48, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2559, top5_acc: 0.5003, loss_cls: 8.1805, loss: 8.1805 2025-08-05 10:29:22,530 - pyskl - INFO - Epoch [23][1500/7492] lr: 4.735e-02, eta: 6 days, 8:20:52, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2431, top5_acc: 0.4806, loss_cls: 8.2911, loss: 8.2911 2025-08-05 10:30:20,226 - pyskl - INFO - Epoch [23][1600/7492] lr: 4.734e-02, eta: 6 days, 8:19:57, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2378, top5_acc: 0.4903, loss_cls: 8.2145, loss: 8.2145 2025-08-05 10:31:17,320 - pyskl - INFO - Epoch [23][1700/7492] lr: 4.734e-02, eta: 6 days, 8:18:59, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2497, top5_acc: 0.5050, loss_cls: 8.1718, loss: 8.1718 2025-08-05 10:32:14,657 - pyskl - INFO - Epoch [23][1800/7492] lr: 4.734e-02, eta: 6 days, 8:18:02, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2350, top5_acc: 0.4675, loss_cls: 8.3911, loss: 8.3911 2025-08-05 10:33:11,444 - pyskl - INFO - Epoch [23][1900/7492] lr: 4.733e-02, eta: 6 days, 8:17:02, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2594, top5_acc: 0.4959, loss_cls: 8.2504, loss: 8.2504 2025-08-05 10:34:09,517 - pyskl - INFO - Epoch [23][2000/7492] lr: 4.733e-02, eta: 6 days, 8:16:09, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2547, top5_acc: 0.4944, loss_cls: 8.1837, loss: 8.1837 2025-08-05 10:35:06,544 - pyskl - INFO - Epoch [23][2100/7492] lr: 4.733e-02, eta: 6 days, 8:15:10, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2419, top5_acc: 0.4931, loss_cls: 8.2296, loss: 8.2296 2025-08-05 10:36:03,116 - pyskl - INFO - Epoch [23][2200/7492] lr: 4.732e-02, eta: 6 days, 8:14:09, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.5022, loss_cls: 8.1301, loss: 8.1301 2025-08-05 10:37:00,032 - pyskl - INFO - Epoch [23][2300/7492] lr: 4.732e-02, eta: 6 days, 8:13:10, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2531, top5_acc: 0.5084, loss_cls: 8.0837, loss: 8.0837 2025-08-05 10:37:56,656 - pyskl - INFO - Epoch [23][2400/7492] lr: 4.732e-02, eta: 6 days, 8:12:08, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.4906, loss_cls: 8.2231, loss: 8.2231 2025-08-05 10:38:53,179 - pyskl - INFO - Epoch [23][2500/7492] lr: 4.731e-02, eta: 6 days, 8:11:07, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2387, top5_acc: 0.4900, loss_cls: 8.2448, loss: 8.2448 2025-08-05 10:39:49,999 - pyskl - INFO - Epoch [23][2600/7492] lr: 4.731e-02, eta: 6 days, 8:10:07, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2447, top5_acc: 0.4875, loss_cls: 8.2439, loss: 8.2439 2025-08-05 10:40:47,658 - pyskl - INFO - Epoch [23][2700/7492] lr: 4.731e-02, eta: 6 days, 8:09:12, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.5016, loss_cls: 8.1180, loss: 8.1180 2025-08-05 10:41:45,267 - pyskl - INFO - Epoch [23][2800/7492] lr: 4.731e-02, eta: 6 days, 8:08:16, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2469, top5_acc: 0.4925, loss_cls: 8.2286, loss: 8.2286 2025-08-05 10:42:43,152 - pyskl - INFO - Epoch [23][2900/7492] lr: 4.730e-02, eta: 6 days, 8:07:23, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2562, top5_acc: 0.4947, loss_cls: 8.1599, loss: 8.1599 2025-08-05 10:43:40,630 - pyskl - INFO - Epoch [23][3000/7492] lr: 4.730e-02, eta: 6 days, 8:06:26, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2478, top5_acc: 0.4988, loss_cls: 8.2650, loss: 8.2650 2025-08-05 10:44:37,625 - pyskl - INFO - Epoch [23][3100/7492] lr: 4.730e-02, eta: 6 days, 8:05:28, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2547, top5_acc: 0.4913, loss_cls: 8.1066, loss: 8.1066 2025-08-05 10:45:34,308 - pyskl - INFO - Epoch [23][3200/7492] lr: 4.729e-02, eta: 6 days, 8:04:27, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2466, top5_acc: 0.4934, loss_cls: 8.1884, loss: 8.1884 2025-08-05 10:46:30,966 - pyskl - INFO - Epoch [23][3300/7492] lr: 4.729e-02, eta: 6 days, 8:03:26, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2431, top5_acc: 0.4931, loss_cls: 8.2006, loss: 8.2006 2025-08-05 10:47:27,767 - pyskl - INFO - Epoch [23][3400/7492] lr: 4.729e-02, eta: 6 days, 8:02:26, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2559, top5_acc: 0.5091, loss_cls: 8.1470, loss: 8.1470 2025-08-05 10:48:25,318 - pyskl - INFO - Epoch [23][3500/7492] lr: 4.728e-02, eta: 6 days, 8:01:30, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2528, top5_acc: 0.4884, loss_cls: 8.2031, loss: 8.2031 2025-08-05 10:49:22,022 - pyskl - INFO - Epoch [23][3600/7492] lr: 4.728e-02, eta: 6 days, 8:00:30, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.4828, loss_cls: 8.2237, loss: 8.2237 2025-08-05 10:50:19,309 - pyskl - INFO - Epoch [23][3700/7492] lr: 4.728e-02, eta: 6 days, 7:59:33, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2594, top5_acc: 0.4928, loss_cls: 8.1846, loss: 8.1846 2025-08-05 10:51:15,941 - pyskl - INFO - Epoch [23][3800/7492] lr: 4.727e-02, eta: 6 days, 7:58:32, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2559, top5_acc: 0.5091, loss_cls: 8.1689, loss: 8.1689 2025-08-05 10:52:12,584 - pyskl - INFO - Epoch [23][3900/7492] lr: 4.727e-02, eta: 6 days, 7:57:31, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4934, loss_cls: 8.2293, loss: 8.2293 2025-08-05 10:53:09,928 - pyskl - INFO - Epoch [23][4000/7492] lr: 4.727e-02, eta: 6 days, 7:56:34, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2697, top5_acc: 0.5106, loss_cls: 8.1323, loss: 8.1323 2025-08-05 10:54:06,766 - pyskl - INFO - Epoch [23][4100/7492] lr: 4.726e-02, eta: 6 days, 7:55:34, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.4888, loss_cls: 8.2110, loss: 8.2110 2025-08-05 10:55:03,385 - pyskl - INFO - Epoch [23][4200/7492] lr: 4.726e-02, eta: 6 days, 7:54:33, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2484, top5_acc: 0.4947, loss_cls: 8.2685, loss: 8.2685 2025-08-05 10:56:00,525 - pyskl - INFO - Epoch [23][4300/7492] lr: 4.726e-02, eta: 6 days, 7:53:35, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2516, top5_acc: 0.4866, loss_cls: 8.2746, loss: 8.2746 2025-08-05 10:56:57,802 - pyskl - INFO - Epoch [23][4400/7492] lr: 4.725e-02, eta: 6 days, 7:52:38, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2509, top5_acc: 0.4888, loss_cls: 8.2378, loss: 8.2378 2025-08-05 10:57:55,659 - pyskl - INFO - Epoch [23][4500/7492] lr: 4.725e-02, eta: 6 days, 7:51:44, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2581, top5_acc: 0.4925, loss_cls: 8.2365, loss: 8.2365 2025-08-05 10:58:52,081 - pyskl - INFO - Epoch [23][4600/7492] lr: 4.725e-02, eta: 6 days, 7:50:42, time: 0.564, data_time: 0.000, memory: 11067, top1_acc: 0.2531, top5_acc: 0.4931, loss_cls: 8.2059, loss: 8.2059 2025-08-05 10:59:48,793 - pyskl - INFO - Epoch [23][4700/7492] lr: 4.724e-02, eta: 6 days, 7:49:41, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2506, top5_acc: 0.4956, loss_cls: 8.1606, loss: 8.1606 2025-08-05 11:00:45,517 - pyskl - INFO - Epoch [23][4800/7492] lr: 4.724e-02, eta: 6 days, 7:48:41, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2469, top5_acc: 0.4909, loss_cls: 8.2644, loss: 8.2644 2025-08-05 11:01:42,534 - pyskl - INFO - Epoch [23][4900/7492] lr: 4.724e-02, eta: 6 days, 7:47:42, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2387, top5_acc: 0.4881, loss_cls: 8.3240, loss: 8.3240 2025-08-05 11:02:39,561 - pyskl - INFO - Epoch [23][5000/7492] lr: 4.724e-02, eta: 6 days, 7:46:43, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2719, top5_acc: 0.5022, loss_cls: 8.1365, loss: 8.1365 2025-08-05 11:03:36,893 - pyskl - INFO - Epoch [23][5100/7492] lr: 4.723e-02, eta: 6 days, 7:45:46, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2469, top5_acc: 0.4897, loss_cls: 8.2334, loss: 8.2334 2025-08-05 11:04:34,033 - pyskl - INFO - Epoch [23][5200/7492] lr: 4.723e-02, eta: 6 days, 7:44:48, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2506, top5_acc: 0.4922, loss_cls: 8.1409, loss: 8.1409 2025-08-05 11:05:31,446 - pyskl - INFO - Epoch [23][5300/7492] lr: 4.723e-02, eta: 6 days, 7:43:52, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2597, top5_acc: 0.5134, loss_cls: 8.1019, loss: 8.1019 2025-08-05 11:06:28,517 - pyskl - INFO - Epoch [23][5400/7492] lr: 4.722e-02, eta: 6 days, 7:42:53, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2562, top5_acc: 0.5028, loss_cls: 8.1566, loss: 8.1566 2025-08-05 11:07:25,484 - pyskl - INFO - Epoch [23][5500/7492] lr: 4.722e-02, eta: 6 days, 7:41:54, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2462, top5_acc: 0.4941, loss_cls: 8.2985, loss: 8.2985 2025-08-05 11:08:22,615 - pyskl - INFO - Epoch [23][5600/7492] lr: 4.722e-02, eta: 6 days, 7:40:56, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2672, top5_acc: 0.5147, loss_cls: 8.0990, loss: 8.0990 2025-08-05 11:09:19,432 - pyskl - INFO - Epoch [23][5700/7492] lr: 4.721e-02, eta: 6 days, 7:39:56, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2522, top5_acc: 0.5072, loss_cls: 8.2354, loss: 8.2354 2025-08-05 11:10:16,436 - pyskl - INFO - Epoch [23][5800/7492] lr: 4.721e-02, eta: 6 days, 7:38:58, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2606, top5_acc: 0.5025, loss_cls: 8.2002, loss: 8.2002 2025-08-05 11:11:13,662 - pyskl - INFO - Epoch [23][5900/7492] lr: 4.721e-02, eta: 6 days, 7:38:00, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2512, top5_acc: 0.4950, loss_cls: 8.1129, loss: 8.1129 2025-08-05 11:12:10,791 - pyskl - INFO - Epoch [23][6000/7492] lr: 4.720e-02, eta: 6 days, 7:37:02, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2447, top5_acc: 0.4834, loss_cls: 8.2388, loss: 8.2388 2025-08-05 11:13:08,471 - pyskl - INFO - Epoch [23][6100/7492] lr: 4.720e-02, eta: 6 days, 7:36:07, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2516, top5_acc: 0.4997, loss_cls: 8.2109, loss: 8.2109 2025-08-05 11:14:06,620 - pyskl - INFO - Epoch [23][6200/7492] lr: 4.720e-02, eta: 6 days, 7:35:14, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2597, top5_acc: 0.5084, loss_cls: 8.1927, loss: 8.1927 2025-08-05 11:15:04,535 - pyskl - INFO - Epoch [23][6300/7492] lr: 4.719e-02, eta: 6 days, 7:34:21, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2566, top5_acc: 0.4988, loss_cls: 8.2355, loss: 8.2355 2025-08-05 11:16:01,471 - pyskl - INFO - Epoch [23][6400/7492] lr: 4.719e-02, eta: 6 days, 7:33:22, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2547, top5_acc: 0.4981, loss_cls: 8.1606, loss: 8.1606 2025-08-05 11:16:58,427 - pyskl - INFO - Epoch [23][6500/7492] lr: 4.719e-02, eta: 6 days, 7:32:22, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.4978, loss_cls: 8.1920, loss: 8.1920 2025-08-05 11:17:55,519 - pyskl - INFO - Epoch [23][6600/7492] lr: 4.718e-02, eta: 6 days, 7:31:24, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2375, top5_acc: 0.4847, loss_cls: 8.2506, loss: 8.2506 2025-08-05 11:18:53,237 - pyskl - INFO - Epoch [23][6700/7492] lr: 4.718e-02, eta: 6 days, 7:30:29, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2487, top5_acc: 0.4903, loss_cls: 8.2468, loss: 8.2468 2025-08-05 11:19:50,761 - pyskl - INFO - Epoch [23][6800/7492] lr: 4.718e-02, eta: 6 days, 7:29:33, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2575, top5_acc: 0.5022, loss_cls: 8.1772, loss: 8.1772 2025-08-05 11:20:48,120 - pyskl - INFO - Epoch [23][6900/7492] lr: 4.717e-02, eta: 6 days, 7:28:37, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.4928, loss_cls: 8.2281, loss: 8.2281 2025-08-05 11:21:45,596 - pyskl - INFO - Epoch [23][7000/7492] lr: 4.717e-02, eta: 6 days, 7:27:40, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2447, top5_acc: 0.4809, loss_cls: 8.3459, loss: 8.3459 2025-08-05 11:22:41,998 - pyskl - INFO - Epoch [23][7100/7492] lr: 4.717e-02, eta: 6 days, 7:26:38, time: 0.564, data_time: 0.000, memory: 11067, top1_acc: 0.2572, top5_acc: 0.5062, loss_cls: 8.1572, loss: 8.1572 2025-08-05 11:23:39,710 - pyskl - INFO - Epoch [23][7200/7492] lr: 4.716e-02, eta: 6 days, 7:25:43, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.4963, loss_cls: 8.1841, loss: 8.1841 2025-08-05 11:24:37,199 - pyskl - INFO - Epoch [23][7300/7492] lr: 4.716e-02, eta: 6 days, 7:24:47, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2572, top5_acc: 0.4963, loss_cls: 8.2169, loss: 8.2169 2025-08-05 11:25:34,430 - pyskl - INFO - Epoch [23][7400/7492] lr: 4.716e-02, eta: 6 days, 7:23:50, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2484, top5_acc: 0.4853, loss_cls: 8.1918, loss: 8.1918 2025-08-05 11:26:28,934 - pyskl - INFO - Saving checkpoint at 23 epochs 2025-08-05 11:27:17,658 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 11:27:18,321 - pyskl - INFO - top1_acc 0.2141 top5_acc 0.4409 2025-08-05 11:27:18,321 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 11:27:18,363 - pyskl - INFO - mean_acc 0.2139 2025-08-05 11:27:18,375 - pyskl - INFO - Epoch(val) [23][617] top1_acc: 0.2141, top5_acc: 0.4409, mean_class_accuracy: 0.2139 2025-08-05 11:28:47,704 - pyskl - INFO - Epoch [24][100/7492] lr: 4.715e-02, eta: 6 days, 7:20:06, time: 0.893, data_time: 0.324, memory: 11067, top1_acc: 0.2494, top5_acc: 0.4934, loss_cls: 8.2248, loss: 8.2248 2025-08-05 11:29:44,186 - pyskl - INFO - Epoch [24][200/7492] lr: 4.715e-02, eta: 6 days, 7:19:04, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2547, top5_acc: 0.5044, loss_cls: 8.1852, loss: 8.1852 2025-08-05 11:30:40,637 - pyskl - INFO - Epoch [24][300/7492] lr: 4.715e-02, eta: 6 days, 7:18:03, time: 0.564, data_time: 0.000, memory: 11067, top1_acc: 0.2553, top5_acc: 0.4944, loss_cls: 8.0924, loss: 8.0924 2025-08-05 11:31:37,212 - pyskl - INFO - Epoch [24][400/7492] lr: 4.714e-02, eta: 6 days, 7:17:01, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.4909, loss_cls: 8.2691, loss: 8.2691 2025-08-05 11:32:34,068 - pyskl - INFO - Epoch [24][500/7492] lr: 4.714e-02, eta: 6 days, 7:16:02, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.4941, loss_cls: 8.2429, loss: 8.2429 2025-08-05 11:33:31,662 - pyskl - INFO - Epoch [24][600/7492] lr: 4.714e-02, eta: 6 days, 7:15:07, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.5031, loss_cls: 8.0884, loss: 8.0884 2025-08-05 11:34:28,997 - pyskl - INFO - Epoch [24][700/7492] lr: 4.713e-02, eta: 6 days, 7:14:10, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2562, top5_acc: 0.4888, loss_cls: 8.1980, loss: 8.1980 2025-08-05 11:35:27,187 - pyskl - INFO - Epoch [24][800/7492] lr: 4.713e-02, eta: 6 days, 7:13:17, time: 0.582, data_time: 0.000, memory: 11067, top1_acc: 0.2578, top5_acc: 0.5078, loss_cls: 8.1984, loss: 8.1984 2025-08-05 11:36:24,612 - pyskl - INFO - Epoch [24][900/7492] lr: 4.713e-02, eta: 6 days, 7:12:21, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2503, top5_acc: 0.4828, loss_cls: 8.2585, loss: 8.2585 2025-08-05 11:37:22,507 - pyskl - INFO - Epoch [24][1000/7492] lr: 4.712e-02, eta: 6 days, 7:11:27, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2553, top5_acc: 0.5038, loss_cls: 8.2265, loss: 8.2265 2025-08-05 11:38:20,261 - pyskl - INFO - Epoch [24][1100/7492] lr: 4.712e-02, eta: 6 days, 7:10:33, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2512, top5_acc: 0.5012, loss_cls: 8.2283, loss: 8.2283 2025-08-05 11:39:17,213 - pyskl - INFO - Epoch [24][1200/7492] lr: 4.712e-02, eta: 6 days, 7:09:34, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2578, top5_acc: 0.5119, loss_cls: 8.1488, loss: 8.1488 2025-08-05 11:40:14,894 - pyskl - INFO - Epoch [24][1300/7492] lr: 4.711e-02, eta: 6 days, 7:08:39, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2584, top5_acc: 0.4975, loss_cls: 8.1916, loss: 8.1916 2025-08-05 11:41:12,151 - pyskl - INFO - Epoch [24][1400/7492] lr: 4.711e-02, eta: 6 days, 7:07:41, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2647, top5_acc: 0.5062, loss_cls: 8.2243, loss: 8.2243 2025-08-05 11:42:08,982 - pyskl - INFO - Epoch [24][1500/7492] lr: 4.711e-02, eta: 6 days, 7:06:42, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2550, top5_acc: 0.5078, loss_cls: 8.1613, loss: 8.1613 2025-08-05 11:43:06,432 - pyskl - INFO - Epoch [24][1600/7492] lr: 4.710e-02, eta: 6 days, 7:05:46, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4900, loss_cls: 8.1702, loss: 8.1702 2025-08-05 11:44:03,786 - pyskl - INFO - Epoch [24][1700/7492] lr: 4.710e-02, eta: 6 days, 7:04:49, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2403, top5_acc: 0.4897, loss_cls: 8.2343, loss: 8.2343 2025-08-05 11:45:00,772 - pyskl - INFO - Epoch [24][1800/7492] lr: 4.710e-02, eta: 6 days, 7:03:50, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2525, top5_acc: 0.4934, loss_cls: 8.2003, loss: 8.2003 2025-08-05 11:45:58,130 - pyskl - INFO - Epoch [24][1900/7492] lr: 4.709e-02, eta: 6 days, 7:02:53, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2491, top5_acc: 0.4841, loss_cls: 8.3273, loss: 8.3273 2025-08-05 11:46:55,919 - pyskl - INFO - Epoch [24][2000/7492] lr: 4.709e-02, eta: 6 days, 7:01:59, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2597, top5_acc: 0.5028, loss_cls: 8.1463, loss: 8.1463 2025-08-05 11:47:52,465 - pyskl - INFO - Epoch [24][2100/7492] lr: 4.709e-02, eta: 6 days, 7:00:58, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2628, top5_acc: 0.5050, loss_cls: 8.1282, loss: 8.1282 2025-08-05 11:48:49,658 - pyskl - INFO - Epoch [24][2200/7492] lr: 4.708e-02, eta: 6 days, 7:00:00, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2544, top5_acc: 0.5028, loss_cls: 8.1804, loss: 8.1804 2025-08-05 11:49:47,122 - pyskl - INFO - Epoch [24][2300/7492] lr: 4.708e-02, eta: 6 days, 6:59:04, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2581, top5_acc: 0.5000, loss_cls: 8.2018, loss: 8.2018 2025-08-05 11:50:44,078 - pyskl - INFO - Epoch [24][2400/7492] lr: 4.708e-02, eta: 6 days, 6:58:05, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2506, top5_acc: 0.4928, loss_cls: 8.2391, loss: 8.2391 2025-08-05 11:51:40,794 - pyskl - INFO - Epoch [24][2500/7492] lr: 4.707e-02, eta: 6 days, 6:57:05, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2566, top5_acc: 0.4997, loss_cls: 8.1059, loss: 8.1059 2025-08-05 11:52:38,292 - pyskl - INFO - Epoch [24][2600/7492] lr: 4.707e-02, eta: 6 days, 6:56:09, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2519, top5_acc: 0.4988, loss_cls: 8.2503, loss: 8.2503 2025-08-05 11:53:35,290 - pyskl - INFO - Epoch [24][2700/7492] lr: 4.707e-02, eta: 6 days, 6:55:10, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2522, top5_acc: 0.4947, loss_cls: 8.1883, loss: 8.1883 2025-08-05 11:54:33,446 - pyskl - INFO - Epoch [24][2800/7492] lr: 4.706e-02, eta: 6 days, 6:54:17, time: 0.582, data_time: 0.000, memory: 11067, top1_acc: 0.2475, top5_acc: 0.4884, loss_cls: 8.2519, loss: 8.2519 2025-08-05 11:55:32,077 - pyskl - INFO - Epoch [24][2900/7492] lr: 4.706e-02, eta: 6 days, 6:53:28, time: 0.586, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.5022, loss_cls: 8.1922, loss: 8.1922 2025-08-05 11:56:29,226 - pyskl - INFO - Epoch [24][3000/7492] lr: 4.706e-02, eta: 6 days, 6:52:30, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2394, top5_acc: 0.4913, loss_cls: 8.2351, loss: 8.2351 2025-08-05 11:57:27,265 - pyskl - INFO - Epoch [24][3100/7492] lr: 4.705e-02, eta: 6 days, 6:51:37, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2487, top5_acc: 0.4922, loss_cls: 8.2007, loss: 8.2007 2025-08-05 11:58:25,350 - pyskl - INFO - Epoch [24][3200/7492] lr: 4.705e-02, eta: 6 days, 6:50:44, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2506, top5_acc: 0.4966, loss_cls: 8.2305, loss: 8.2305 2025-08-05 11:59:24,145 - pyskl - INFO - Epoch [24][3300/7492] lr: 4.705e-02, eta: 6 days, 6:49:55, time: 0.588, data_time: 0.000, memory: 11067, top1_acc: 0.2494, top5_acc: 0.4934, loss_cls: 8.2019, loss: 8.2019 2025-08-05 12:00:22,856 - pyskl - INFO - Epoch [24][3400/7492] lr: 4.704e-02, eta: 6 days, 6:49:05, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2547, top5_acc: 0.4988, loss_cls: 8.1830, loss: 8.1830 2025-08-05 12:01:21,489 - pyskl - INFO - Epoch [24][3500/7492] lr: 4.704e-02, eta: 6 days, 6:48:15, time: 0.586, data_time: 0.000, memory: 11067, top1_acc: 0.2628, top5_acc: 0.5041, loss_cls: 8.1952, loss: 8.1952 2025-08-05 12:02:19,003 - pyskl - INFO - Epoch [24][3600/7492] lr: 4.704e-02, eta: 6 days, 6:47:19, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.4897, loss_cls: 8.2183, loss: 8.2183 2025-08-05 12:03:16,673 - pyskl - INFO - Epoch [24][3700/7492] lr: 4.703e-02, eta: 6 days, 6:46:24, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2556, top5_acc: 0.4922, loss_cls: 8.1735, loss: 8.1735 2025-08-05 12:04:14,415 - pyskl - INFO - Epoch [24][3800/7492] lr: 4.703e-02, eta: 6 days, 6:45:30, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2578, top5_acc: 0.5072, loss_cls: 8.1908, loss: 8.1908 2025-08-05 12:05:11,274 - pyskl - INFO - Epoch [24][3900/7492] lr: 4.703e-02, eta: 6 days, 6:44:30, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2550, top5_acc: 0.4909, loss_cls: 8.1859, loss: 8.1859 2025-08-05 12:06:08,014 - pyskl - INFO - Epoch [24][4000/7492] lr: 4.702e-02, eta: 6 days, 6:43:30, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2487, top5_acc: 0.4916, loss_cls: 8.2115, loss: 8.2115 2025-08-05 12:07:04,576 - pyskl - INFO - Epoch [24][4100/7492] lr: 4.702e-02, eta: 6 days, 6:42:29, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.5025, loss_cls: 8.1151, loss: 8.1151 2025-08-05 12:08:01,591 - pyskl - INFO - Epoch [24][4200/7492] lr: 4.702e-02, eta: 6 days, 6:41:30, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2559, top5_acc: 0.4881, loss_cls: 8.1837, loss: 8.1837 2025-08-05 12:08:59,089 - pyskl - INFO - Epoch [24][4300/7492] lr: 4.701e-02, eta: 6 days, 6:40:34, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2466, top5_acc: 0.5034, loss_cls: 8.1954, loss: 8.1954 2025-08-05 12:09:56,916 - pyskl - INFO - Epoch [24][4400/7492] lr: 4.701e-02, eta: 6 days, 6:39:40, time: 0.578, data_time: 0.000, memory: 11067, top1_acc: 0.2484, top5_acc: 0.4884, loss_cls: 8.2454, loss: 8.2454 2025-08-05 12:10:54,954 - pyskl - INFO - Epoch [24][4500/7492] lr: 4.701e-02, eta: 6 days, 6:38:47, time: 0.580, data_time: 0.000, memory: 11067, top1_acc: 0.2478, top5_acc: 0.4950, loss_cls: 8.2342, loss: 8.2342 2025-08-05 12:11:52,489 - pyskl - INFO - Epoch [24][4600/7492] lr: 4.700e-02, eta: 6 days, 6:37:51, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2494, top5_acc: 0.4956, loss_cls: 8.2502, loss: 8.2502 2025-08-05 12:12:50,210 - pyskl - INFO - Epoch [24][4700/7492] lr: 4.700e-02, eta: 6 days, 6:36:56, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2550, top5_acc: 0.4941, loss_cls: 8.2678, loss: 8.2678 2025-08-05 12:13:47,674 - pyskl - INFO - Epoch [24][4800/7492] lr: 4.700e-02, eta: 6 days, 6:36:00, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2697, top5_acc: 0.5053, loss_cls: 8.0972, loss: 8.0972 2025-08-05 12:14:46,773 - pyskl - INFO - Epoch [24][4900/7492] lr: 4.699e-02, eta: 6 days, 6:35:12, time: 0.591, data_time: 0.000, memory: 11067, top1_acc: 0.2400, top5_acc: 0.4966, loss_cls: 8.1765, loss: 8.1765 2025-08-05 12:15:45,372 - pyskl - INFO - Epoch [24][5000/7492] lr: 4.699e-02, eta: 6 days, 6:34:22, time: 0.586, data_time: 0.000, memory: 11067, top1_acc: 0.2425, top5_acc: 0.4959, loss_cls: 8.1704, loss: 8.1704 2025-08-05 12:16:43,505 - pyskl - INFO - Epoch [24][5100/7492] lr: 4.699e-02, eta: 6 days, 6:33:29, time: 0.581, data_time: 0.000, memory: 11067, top1_acc: 0.2569, top5_acc: 0.4778, loss_cls: 8.2375, loss: 8.2375 2025-08-05 12:17:40,702 - pyskl - INFO - Epoch [24][5200/7492] lr: 4.698e-02, eta: 6 days, 6:32:32, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4988, loss_cls: 8.1695, loss: 8.1695 2025-08-05 12:18:38,197 - pyskl - INFO - Epoch [24][5300/7492] lr: 4.698e-02, eta: 6 days, 6:31:36, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2509, top5_acc: 0.4897, loss_cls: 8.1856, loss: 8.1856 2025-08-05 12:19:35,517 - pyskl - INFO - Epoch [24][5400/7492] lr: 4.698e-02, eta: 6 days, 6:30:39, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2616, top5_acc: 0.4994, loss_cls: 8.1981, loss: 8.1981 2025-08-05 12:20:32,378 - pyskl - INFO - Epoch [24][5500/7492] lr: 4.697e-02, eta: 6 days, 6:29:39, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2647, top5_acc: 0.5034, loss_cls: 8.1706, loss: 8.1706 2025-08-05 12:21:29,444 - pyskl - INFO - Epoch [24][5600/7492] lr: 4.697e-02, eta: 6 days, 6:28:41, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2406, top5_acc: 0.4856, loss_cls: 8.2914, loss: 8.2914 2025-08-05 12:22:27,115 - pyskl - INFO - Epoch [24][5700/7492] lr: 4.697e-02, eta: 6 days, 6:27:46, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2419, top5_acc: 0.4828, loss_cls: 8.2991, loss: 8.2991 2025-08-05 12:23:24,783 - pyskl - INFO - Epoch [24][5800/7492] lr: 4.696e-02, eta: 6 days, 6:26:51, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2412, top5_acc: 0.4919, loss_cls: 8.2242, loss: 8.2242 2025-08-05 12:24:22,124 - pyskl - INFO - Epoch [24][5900/7492] lr: 4.696e-02, eta: 6 days, 6:25:54, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4956, loss_cls: 8.2257, loss: 8.2257 2025-08-05 12:25:19,514 - pyskl - INFO - Epoch [24][6000/7492] lr: 4.696e-02, eta: 6 days, 6:24:57, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2497, top5_acc: 0.4903, loss_cls: 8.2055, loss: 8.2055 2025-08-05 12:26:16,105 - pyskl - INFO - Epoch [24][6100/7492] lr: 4.695e-02, eta: 6 days, 6:23:56, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2375, top5_acc: 0.5019, loss_cls: 8.2145, loss: 8.2145 2025-08-05 12:27:13,123 - pyskl - INFO - Epoch [24][6200/7492] lr: 4.695e-02, eta: 6 days, 6:22:57, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.5062, loss_cls: 8.2046, loss: 8.2046 2025-08-05 12:28:10,567 - pyskl - INFO - Epoch [24][6300/7492] lr: 4.695e-02, eta: 6 days, 6:22:01, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2584, top5_acc: 0.4938, loss_cls: 8.2106, loss: 8.2106 2025-08-05 12:29:07,242 - pyskl - INFO - Epoch [24][6400/7492] lr: 4.694e-02, eta: 6 days, 6:21:01, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2497, top5_acc: 0.4959, loss_cls: 8.2578, loss: 8.2578 2025-08-05 12:30:03,886 - pyskl - INFO - Epoch [24][6500/7492] lr: 4.694e-02, eta: 6 days, 6:20:00, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2472, top5_acc: 0.4884, loss_cls: 8.1797, loss: 8.1797 2025-08-05 12:31:00,410 - pyskl - INFO - Epoch [24][6600/7492] lr: 4.694e-02, eta: 6 days, 6:18:59, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2403, top5_acc: 0.4834, loss_cls: 8.2476, loss: 8.2476 2025-08-05 12:31:57,747 - pyskl - INFO - Epoch [24][6700/7492] lr: 4.693e-02, eta: 6 days, 6:18:02, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2469, top5_acc: 0.4994, loss_cls: 8.2224, loss: 8.2224 2025-08-05 12:32:55,672 - pyskl - INFO - Epoch [24][6800/7492] lr: 4.693e-02, eta: 6 days, 6:17:08, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2572, top5_acc: 0.5084, loss_cls: 8.1727, loss: 8.1727 2025-08-05 12:33:54,528 - pyskl - INFO - Epoch [24][6900/7492] lr: 4.693e-02, eta: 6 days, 6:16:19, time: 0.589, data_time: 0.000, memory: 11067, top1_acc: 0.2375, top5_acc: 0.5056, loss_cls: 8.2642, loss: 8.2642 2025-08-05 12:34:53,197 - pyskl - INFO - Epoch [24][7000/7492] lr: 4.692e-02, eta: 6 days, 6:15:29, time: 0.587, data_time: 0.000, memory: 11067, top1_acc: 0.2537, top5_acc: 0.5044, loss_cls: 8.1729, loss: 8.1729 2025-08-05 12:35:51,502 - pyskl - INFO - Epoch [24][7100/7492] lr: 4.692e-02, eta: 6 days, 6:14:37, time: 0.583, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4972, loss_cls: 8.2714, loss: 8.2714 2025-08-05 12:36:48,922 - pyskl - INFO - Epoch [24][7200/7492] lr: 4.692e-02, eta: 6 days, 6:13:41, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2419, top5_acc: 0.4744, loss_cls: 8.3019, loss: 8.3019 2025-08-05 12:37:46,427 - pyskl - INFO - Epoch [24][7300/7492] lr: 4.691e-02, eta: 6 days, 6:12:45, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2434, top5_acc: 0.5019, loss_cls: 8.3051, loss: 8.3051 2025-08-05 12:38:44,296 - pyskl - INFO - Epoch [24][7400/7492] lr: 4.691e-02, eta: 6 days, 6:11:51, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2494, top5_acc: 0.4900, loss_cls: 8.2620, loss: 8.2620 2025-08-05 12:39:38,099 - pyskl - INFO - Saving checkpoint at 24 epochs 2025-08-05 12:40:26,474 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 12:40:27,135 - pyskl - INFO - top1_acc 0.2205 top5_acc 0.4562 2025-08-05 12:40:27,135 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 12:40:27,177 - pyskl - INFO - mean_acc 0.2204 2025-08-05 12:40:27,242 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_20.pth was removed 2025-08-05 12:40:28,784 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_24.pth. 2025-08-05 12:40:28,786 - pyskl - INFO - Best top1_acc is 0.2205 at 24 epoch. 2025-08-05 12:40:28,804 - pyskl - INFO - Epoch(val) [24][617] top1_acc: 0.2205, top5_acc: 0.4562, mean_class_accuracy: 0.2204 2025-08-05 12:41:58,702 - pyskl - INFO - Epoch [25][100/7492] lr: 4.690e-02, eta: 6 days, 6:08:15, time: 0.899, data_time: 0.328, memory: 11067, top1_acc: 0.2581, top5_acc: 0.5150, loss_cls: 8.0558, loss: 8.0558 2025-08-05 12:42:55,802 - pyskl - INFO - Epoch [25][200/7492] lr: 4.690e-02, eta: 6 days, 6:07:17, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2569, top5_acc: 0.5000, loss_cls: 8.1531, loss: 8.1531 2025-08-05 12:43:52,933 - pyskl - INFO - Epoch [25][300/7492] lr: 4.690e-02, eta: 6 days, 6:06:19, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.5000, loss_cls: 8.1170, loss: 8.1170 2025-08-05 12:44:49,668 - pyskl - INFO - Epoch [25][400/7492] lr: 4.689e-02, eta: 6 days, 6:05:19, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2628, top5_acc: 0.5044, loss_cls: 8.0457, loss: 8.0457 2025-08-05 12:45:46,515 - pyskl - INFO - Epoch [25][500/7492] lr: 4.689e-02, eta: 6 days, 6:04:20, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4981, loss_cls: 8.1476, loss: 8.1476 2025-08-05 12:46:44,371 - pyskl - INFO - Epoch [25][600/7492] lr: 4.689e-02, eta: 6 days, 6:03:26, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2453, top5_acc: 0.5016, loss_cls: 8.3024, loss: 8.3024 2025-08-05 12:47:41,265 - pyskl - INFO - Epoch [25][700/7492] lr: 4.688e-02, eta: 6 days, 6:02:27, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2587, top5_acc: 0.5031, loss_cls: 8.1026, loss: 8.1026 2025-08-05 12:48:37,847 - pyskl - INFO - Epoch [25][800/7492] lr: 4.688e-02, eta: 6 days, 6:01:26, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2456, top5_acc: 0.4884, loss_cls: 8.2359, loss: 8.2359 2025-08-05 12:49:35,724 - pyskl - INFO - Epoch [25][900/7492] lr: 4.688e-02, eta: 6 days, 6:00:32, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2500, top5_acc: 0.5047, loss_cls: 8.1318, loss: 8.1318 2025-08-05 12:50:32,318 - pyskl - INFO - Epoch [25][1000/7492] lr: 4.687e-02, eta: 6 days, 5:59:31, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2512, top5_acc: 0.4922, loss_cls: 8.2454, loss: 8.2454 2025-08-05 12:51:29,488 - pyskl - INFO - Epoch [25][1100/7492] lr: 4.687e-02, eta: 6 days, 5:58:33, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2381, top5_acc: 0.4947, loss_cls: 8.1213, loss: 8.1213 2025-08-05 12:52:26,935 - pyskl - INFO - Epoch [25][1200/7492] lr: 4.687e-02, eta: 6 days, 5:57:37, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2744, top5_acc: 0.5019, loss_cls: 8.0167, loss: 8.0167 2025-08-05 12:53:23,832 - pyskl - INFO - Epoch [25][1300/7492] lr: 4.686e-02, eta: 6 days, 5:56:38, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2450, top5_acc: 0.4981, loss_cls: 8.1461, loss: 8.1461 2025-08-05 12:54:20,644 - pyskl - INFO - Epoch [25][1400/7492] lr: 4.686e-02, eta: 6 days, 5:55:38, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2478, top5_acc: 0.4909, loss_cls: 8.2043, loss: 8.2043 2025-08-05 12:55:17,659 - pyskl - INFO - Epoch [25][1500/7492] lr: 4.686e-02, eta: 6 days, 5:54:40, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2519, top5_acc: 0.5031, loss_cls: 8.1692, loss: 8.1692 2025-08-05 12:56:14,117 - pyskl - INFO - Epoch [25][1600/7492] lr: 4.685e-02, eta: 6 days, 5:53:38, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2434, top5_acc: 0.4950, loss_cls: 8.2841, loss: 8.2841 2025-08-05 12:57:10,892 - pyskl - INFO - Epoch [25][1700/7492] lr: 4.685e-02, eta: 6 days, 5:52:38, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2453, top5_acc: 0.4819, loss_cls: 8.2475, loss: 8.2475 2025-08-05 12:58:07,473 - pyskl - INFO - Epoch [25][1800/7492] lr: 4.685e-02, eta: 6 days, 5:51:38, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2478, top5_acc: 0.4934, loss_cls: 8.2052, loss: 8.2052 2025-08-05 12:59:04,299 - pyskl - INFO - Epoch [25][1900/7492] lr: 4.684e-02, eta: 6 days, 5:50:38, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2484, top5_acc: 0.4972, loss_cls: 8.1325, loss: 8.1325 2025-08-05 13:00:01,781 - pyskl - INFO - Epoch [25][2000/7492] lr: 4.684e-02, eta: 6 days, 5:49:42, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2372, top5_acc: 0.4850, loss_cls: 8.3092, loss: 8.3092 2025-08-05 13:00:58,094 - pyskl - INFO - Epoch [25][2100/7492] lr: 4.684e-02, eta: 6 days, 5:48:40, time: 0.563, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4806, loss_cls: 8.3275, loss: 8.3275 2025-08-05 13:01:55,593 - pyskl - INFO - Epoch [25][2200/7492] lr: 4.683e-02, eta: 6 days, 5:47:44, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2612, top5_acc: 0.5109, loss_cls: 8.1546, loss: 8.1546 2025-08-05 13:02:53,154 - pyskl - INFO - Epoch [25][2300/7492] lr: 4.683e-02, eta: 6 days, 5:46:48, time: 0.576, data_time: 0.000, memory: 11067, top1_acc: 0.2572, top5_acc: 0.4988, loss_cls: 8.1475, loss: 8.1475 2025-08-05 13:03:49,743 - pyskl - INFO - Epoch [25][2400/7492] lr: 4.683e-02, eta: 6 days, 5:45:47, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2412, top5_acc: 0.4897, loss_cls: 8.2693, loss: 8.2693 2025-08-05 13:04:46,709 - pyskl - INFO - Epoch [25][2500/7492] lr: 4.682e-02, eta: 6 days, 5:44:49, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2372, top5_acc: 0.4903, loss_cls: 8.2448, loss: 8.2448 2025-08-05 13:05:43,354 - pyskl - INFO - Epoch [25][2600/7492] lr: 4.682e-02, eta: 6 days, 5:43:48, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2537, top5_acc: 0.4938, loss_cls: 8.2191, loss: 8.2191 2025-08-05 13:06:40,096 - pyskl - INFO - Epoch [25][2700/7492] lr: 4.682e-02, eta: 6 days, 5:42:48, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2562, top5_acc: 0.5106, loss_cls: 8.1730, loss: 8.1730 2025-08-05 13:07:37,271 - pyskl - INFO - Epoch [25][2800/7492] lr: 4.681e-02, eta: 6 days, 5:41:50, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2525, top5_acc: 0.4869, loss_cls: 8.3388, loss: 8.3388 2025-08-05 13:08:34,435 - pyskl - INFO - Epoch [25][2900/7492] lr: 4.681e-02, eta: 6 days, 5:40:53, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2559, top5_acc: 0.5112, loss_cls: 8.0413, loss: 8.0413 2025-08-05 13:09:31,201 - pyskl - INFO - Epoch [25][3000/7492] lr: 4.681e-02, eta: 6 days, 5:39:53, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4966, loss_cls: 8.2436, loss: 8.2436 2025-08-05 13:10:28,189 - pyskl - INFO - Epoch [25][3100/7492] lr: 4.680e-02, eta: 6 days, 5:38:54, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2541, top5_acc: 0.4916, loss_cls: 8.2932, loss: 8.2932 2025-08-05 13:11:25,563 - pyskl - INFO - Epoch [25][3200/7492] lr: 4.680e-02, eta: 6 days, 5:37:58, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2366, top5_acc: 0.5012, loss_cls: 8.2140, loss: 8.2140 2025-08-05 13:12:22,907 - pyskl - INFO - Epoch [25][3300/7492] lr: 4.680e-02, eta: 6 days, 5:37:01, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2550, top5_acc: 0.5034, loss_cls: 8.1664, loss: 8.1664 2025-08-05 13:13:20,783 - pyskl - INFO - Epoch [25][3400/7492] lr: 4.679e-02, eta: 6 days, 5:36:07, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2684, top5_acc: 0.5091, loss_cls: 8.0793, loss: 8.0793 2025-08-05 13:14:17,985 - pyskl - INFO - Epoch [25][3500/7492] lr: 4.679e-02, eta: 6 days, 5:35:09, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2553, top5_acc: 0.5003, loss_cls: 8.1582, loss: 8.1582 2025-08-05 13:15:15,478 - pyskl - INFO - Epoch [25][3600/7492] lr: 4.679e-02, eta: 6 days, 5:34:13, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2644, top5_acc: 0.5038, loss_cls: 8.1189, loss: 8.1189 2025-08-05 13:16:12,482 - pyskl - INFO - Epoch [25][3700/7492] lr: 4.678e-02, eta: 6 days, 5:33:15, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2531, top5_acc: 0.4950, loss_cls: 8.2377, loss: 8.2377 2025-08-05 13:17:09,635 - pyskl - INFO - Epoch [25][3800/7492] lr: 4.678e-02, eta: 6 days, 5:32:17, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2553, top5_acc: 0.4997, loss_cls: 8.2541, loss: 8.2541 2025-08-05 13:18:06,813 - pyskl - INFO - Epoch [25][3900/7492] lr: 4.678e-02, eta: 6 days, 5:31:19, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2687, top5_acc: 0.5009, loss_cls: 8.1064, loss: 8.1064 2025-08-05 13:19:04,080 - pyskl - INFO - Epoch [25][4000/7492] lr: 4.677e-02, eta: 6 days, 5:30:22, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2491, top5_acc: 0.4853, loss_cls: 8.2683, loss: 8.2683 2025-08-05 13:20:01,258 - pyskl - INFO - Epoch [25][4100/7492] lr: 4.677e-02, eta: 6 days, 5:29:24, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2703, top5_acc: 0.4975, loss_cls: 8.1236, loss: 8.1236 2025-08-05 13:20:58,581 - pyskl - INFO - Epoch [25][4200/7492] lr: 4.676e-02, eta: 6 days, 5:28:27, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2412, top5_acc: 0.4988, loss_cls: 8.2093, loss: 8.2093 2025-08-05 13:21:56,512 - pyskl - INFO - Epoch [25][4300/7492] lr: 4.676e-02, eta: 6 days, 5:27:33, time: 0.579, data_time: 0.000, memory: 11067, top1_acc: 0.2728, top5_acc: 0.5128, loss_cls: 8.1045, loss: 8.1045 2025-08-05 13:22:54,202 - pyskl - INFO - Epoch [25][4400/7492] lr: 4.676e-02, eta: 6 days, 5:26:38, time: 0.577, data_time: 0.000, memory: 11067, top1_acc: 0.2644, top5_acc: 0.4919, loss_cls: 8.2089, loss: 8.2089 2025-08-05 13:23:51,628 - pyskl - INFO - Epoch [25][4500/7492] lr: 4.675e-02, eta: 6 days, 5:25:42, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2516, top5_acc: 0.5056, loss_cls: 8.1719, loss: 8.1719 2025-08-05 13:24:48,755 - pyskl - INFO - Epoch [25][4600/7492] lr: 4.675e-02, eta: 6 days, 5:24:44, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2419, top5_acc: 0.4741, loss_cls: 8.3164, loss: 8.3164 2025-08-05 13:25:45,909 - pyskl - INFO - Epoch [25][4700/7492] lr: 4.675e-02, eta: 6 days, 5:23:46, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2550, top5_acc: 0.5025, loss_cls: 8.2287, loss: 8.2287 2025-08-05 13:26:42,392 - pyskl - INFO - Epoch [25][4800/7492] lr: 4.674e-02, eta: 6 days, 5:22:45, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2653, top5_acc: 0.5116, loss_cls: 8.1499, loss: 8.1499 2025-08-05 13:27:38,912 - pyskl - INFO - Epoch [25][4900/7492] lr: 4.674e-02, eta: 6 days, 5:21:44, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2481, top5_acc: 0.4919, loss_cls: 8.1793, loss: 8.1793 2025-08-05 13:28:36,386 - pyskl - INFO - Epoch [25][5000/7492] lr: 4.674e-02, eta: 6 days, 5:20:48, time: 0.575, data_time: 0.000, memory: 11067, top1_acc: 0.2566, top5_acc: 0.5034, loss_cls: 8.1815, loss: 8.1815 2025-08-05 13:29:33,758 - pyskl - INFO - Epoch [25][5100/7492] lr: 4.673e-02, eta: 6 days, 5:19:51, time: 0.574, data_time: 0.000, memory: 11067, top1_acc: 0.2544, top5_acc: 0.5041, loss_cls: 8.2007, loss: 8.2007 2025-08-05 13:30:30,508 - pyskl - INFO - Epoch [25][5200/7492] lr: 4.673e-02, eta: 6 days, 5:18:51, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2522, top5_acc: 0.4950, loss_cls: 8.1802, loss: 8.1802 2025-08-05 13:31:27,605 - pyskl - INFO - Epoch [25][5300/7492] lr: 4.673e-02, eta: 6 days, 5:17:53, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2625, top5_acc: 0.4991, loss_cls: 8.2383, loss: 8.2383 2025-08-05 13:32:24,236 - pyskl - INFO - Epoch [25][5400/7492] lr: 4.672e-02, eta: 6 days, 5:16:53, time: 0.566, data_time: 0.000, memory: 11067, top1_acc: 0.2531, top5_acc: 0.4956, loss_cls: 8.1812, loss: 8.1812 2025-08-05 13:33:20,959 - pyskl - INFO - Epoch [25][5500/7492] lr: 4.672e-02, eta: 6 days, 5:15:53, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2397, top5_acc: 0.4825, loss_cls: 8.2983, loss: 8.2983 2025-08-05 13:34:17,506 - pyskl - INFO - Epoch [25][5600/7492] lr: 4.672e-02, eta: 6 days, 5:14:52, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2409, top5_acc: 0.4784, loss_cls: 8.2895, loss: 8.2895 2025-08-05 13:35:14,544 - pyskl - INFO - Epoch [25][5700/7492] lr: 4.671e-02, eta: 6 days, 5:13:54, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.4934, loss_cls: 8.2649, loss: 8.2649 2025-08-05 13:36:11,302 - pyskl - INFO - Epoch [25][5800/7492] lr: 4.671e-02, eta: 6 days, 5:12:54, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2456, top5_acc: 0.4944, loss_cls: 8.1840, loss: 8.1840 2025-08-05 13:37:07,795 - pyskl - INFO - Epoch [25][5900/7492] lr: 4.671e-02, eta: 6 days, 5:11:53, time: 0.565, data_time: 0.000, memory: 11067, top1_acc: 0.2612, top5_acc: 0.5066, loss_cls: 8.1663, loss: 8.1663 2025-08-05 13:38:04,724 - pyskl - INFO - Epoch [25][6000/7492] lr: 4.670e-02, eta: 6 days, 5:10:54, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2609, top5_acc: 0.4909, loss_cls: 8.2167, loss: 8.2167 2025-08-05 13:39:01,689 - pyskl - INFO - Epoch [25][6100/7492] lr: 4.670e-02, eta: 6 days, 5:09:55, time: 0.570, data_time: 0.000, memory: 11067, top1_acc: 0.2419, top5_acc: 0.4916, loss_cls: 8.2579, loss: 8.2579 2025-08-05 13:39:59,035 - pyskl - INFO - Epoch [25][6200/7492] lr: 4.670e-02, eta: 6 days, 5:08:58, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2509, top5_acc: 0.4900, loss_cls: 8.2667, loss: 8.2667 2025-08-05 13:40:55,719 - pyskl - INFO - Epoch [25][6300/7492] lr: 4.669e-02, eta: 6 days, 5:07:58, time: 0.567, data_time: 0.000, memory: 11067, top1_acc: 0.2572, top5_acc: 0.4919, loss_cls: 8.1927, loss: 8.1927 2025-08-05 13:41:52,066 - pyskl - INFO - Epoch [25][6400/7492] lr: 4.669e-02, eta: 6 days, 5:06:56, time: 0.563, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.4906, loss_cls: 8.1391, loss: 8.1391 2025-08-05 13:42:49,393 - pyskl - INFO - Epoch [25][6500/7492] lr: 4.669e-02, eta: 6 days, 5:05:59, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2534, top5_acc: 0.4994, loss_cls: 8.1789, loss: 8.1789 2025-08-05 13:43:46,695 - pyskl - INFO - Epoch [25][6600/7492] lr: 4.668e-02, eta: 6 days, 5:05:02, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2472, top5_acc: 0.4856, loss_cls: 8.2467, loss: 8.2467 2025-08-05 13:44:43,516 - pyskl - INFO - Epoch [25][6700/7492] lr: 4.668e-02, eta: 6 days, 5:04:03, time: 0.568, data_time: 0.000, memory: 11067, top1_acc: 0.2691, top5_acc: 0.5019, loss_cls: 8.1083, loss: 8.1083 2025-08-05 13:45:40,704 - pyskl - INFO - Epoch [25][6800/7492] lr: 4.667e-02, eta: 6 days, 5:03:05, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2412, top5_acc: 0.4991, loss_cls: 8.2403, loss: 8.2403 2025-08-05 13:46:37,888 - pyskl - INFO - Epoch [25][6900/7492] lr: 4.667e-02, eta: 6 days, 5:02:08, time: 0.572, data_time: 0.000, memory: 11067, top1_acc: 0.2484, top5_acc: 0.4934, loss_cls: 8.2512, loss: 8.2512 2025-08-05 13:47:35,188 - pyskl - INFO - Epoch [25][7000/7492] lr: 4.667e-02, eta: 6 days, 5:01:11, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2447, top5_acc: 0.4978, loss_cls: 8.2358, loss: 8.2358 2025-08-05 13:48:32,071 - pyskl - INFO - Epoch [25][7100/7492] lr: 4.666e-02, eta: 6 days, 5:00:12, time: 0.569, data_time: 0.000, memory: 11067, top1_acc: 0.2528, top5_acc: 0.5059, loss_cls: 8.2020, loss: 8.2020 2025-08-05 13:49:29,343 - pyskl - INFO - Epoch [25][7200/7492] lr: 4.666e-02, eta: 6 days, 4:59:14, time: 0.573, data_time: 0.000, memory: 11067, top1_acc: 0.2587, top5_acc: 0.5000, loss_cls: 8.1660, loss: 8.1660 2025-08-05 13:50:26,409 - pyskl - INFO - Epoch [25][7300/7492] lr: 4.666e-02, eta: 6 days, 4:58:16, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2428, top5_acc: 0.4813, loss_cls: 8.2437, loss: 8.2437 2025-08-05 13:51:23,528 - pyskl - INFO - Epoch [25][7400/7492] lr: 4.665e-02, eta: 6 days, 4:57:18, time: 0.571, data_time: 0.000, memory: 11067, top1_acc: 0.2506, top5_acc: 0.5041, loss_cls: 8.1854, loss: 8.1854 2025-08-05 13:52:17,362 - pyskl - INFO - Saving checkpoint at 25 epochs 2025-08-05 13:53:08,042 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 13:53:08,700 - pyskl - INFO - top1_acc 0.2069 top5_acc 0.4303 2025-08-05 13:53:08,700 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 13:53:08,743 - pyskl - INFO - mean_acc 0.2067 2025-08-05 13:53:08,765 - pyskl - INFO - Epoch(val) [25][617] top1_acc: 0.2069, top5_acc: 0.4303, mean_class_accuracy: 0.2067 2025-08-05 13:54:39,992 - pyskl - INFO - Epoch [26][100/7492] lr: 4.665e-02, eta: 6 days, 4:53:55, time: 0.912, data_time: 0.332, memory: 11068, top1_acc: 0.2506, top5_acc: 0.5044, loss_cls: 8.1018, loss: 8.1018 2025-08-05 13:55:37,265 - pyskl - INFO - Epoch [26][200/7492] lr: 4.664e-02, eta: 6 days, 4:52:58, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5166, loss_cls: 8.0242, loss: 8.0242 2025-08-05 13:56:34,660 - pyskl - INFO - Epoch [26][300/7492] lr: 4.664e-02, eta: 6 days, 4:52:01, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5028, loss_cls: 8.0650, loss: 8.0650 2025-08-05 13:57:31,824 - pyskl - INFO - Epoch [26][400/7492] lr: 4.664e-02, eta: 6 days, 4:51:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5000, loss_cls: 8.1823, loss: 8.1823 2025-08-05 13:58:30,102 - pyskl - INFO - Epoch [26][500/7492] lr: 4.663e-02, eta: 6 days, 4:50:11, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5156, loss_cls: 8.1012, loss: 8.1012 2025-08-05 13:59:28,425 - pyskl - INFO - Epoch [26][600/7492] lr: 4.663e-02, eta: 6 days, 4:49:20, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5025, loss_cls: 8.2452, loss: 8.2452 2025-08-05 14:00:25,917 - pyskl - INFO - Epoch [26][700/7492] lr: 4.663e-02, eta: 6 days, 4:48:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.4959, loss_cls: 8.2089, loss: 8.2089 2025-08-05 14:01:22,750 - pyskl - INFO - Epoch [26][800/7492] lr: 4.662e-02, eta: 6 days, 4:47:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.4997, loss_cls: 8.1220, loss: 8.1220 2025-08-05 14:02:19,745 - pyskl - INFO - Epoch [26][900/7492] lr: 4.662e-02, eta: 6 days, 4:46:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2384, top5_acc: 0.4944, loss_cls: 8.1852, loss: 8.1852 2025-08-05 14:03:16,907 - pyskl - INFO - Epoch [26][1000/7492] lr: 4.662e-02, eta: 6 days, 4:45:28, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5119, loss_cls: 8.1134, loss: 8.1134 2025-08-05 14:04:13,762 - pyskl - INFO - Epoch [26][1100/7492] lr: 4.661e-02, eta: 6 days, 4:44:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.4975, loss_cls: 8.1791, loss: 8.1791 2025-08-05 14:05:11,165 - pyskl - INFO - Epoch [26][1200/7492] lr: 4.661e-02, eta: 6 days, 4:43:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2450, top5_acc: 0.5069, loss_cls: 8.1155, loss: 8.1155 2025-08-05 14:06:08,116 - pyskl - INFO - Epoch [26][1300/7492] lr: 4.661e-02, eta: 6 days, 4:42:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.5069, loss_cls: 8.1062, loss: 8.1062 2025-08-05 14:07:05,665 - pyskl - INFO - Epoch [26][1400/7492] lr: 4.660e-02, eta: 6 days, 4:41:38, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2437, top5_acc: 0.5016, loss_cls: 8.2656, loss: 8.2656 2025-08-05 14:08:02,635 - pyskl - INFO - Epoch [26][1500/7492] lr: 4.660e-02, eta: 6 days, 4:40:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.4906, loss_cls: 8.1954, loss: 8.1954 2025-08-05 14:08:59,923 - pyskl - INFO - Epoch [26][1600/7492] lr: 4.659e-02, eta: 6 days, 4:39:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2472, top5_acc: 0.5016, loss_cls: 8.2238, loss: 8.2238 2025-08-05 14:09:56,744 - pyskl - INFO - Epoch [26][1700/7492] lr: 4.659e-02, eta: 6 days, 4:38:43, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2459, top5_acc: 0.4944, loss_cls: 8.1359, loss: 8.1359 2025-08-05 14:10:54,871 - pyskl - INFO - Epoch [26][1800/7492] lr: 4.659e-02, eta: 6 days, 4:37:50, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 8.1239, loss: 8.1239 2025-08-05 14:11:53,789 - pyskl - INFO - Epoch [26][1900/7492] lr: 4.658e-02, eta: 6 days, 4:37:01, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2484, top5_acc: 0.4863, loss_cls: 8.2939, loss: 8.2939 2025-08-05 14:12:51,372 - pyskl - INFO - Epoch [26][2000/7492] lr: 4.658e-02, eta: 6 days, 4:36:06, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.4956, loss_cls: 8.1908, loss: 8.1908 2025-08-05 14:13:47,905 - pyskl - INFO - Epoch [26][2100/7492] lr: 4.658e-02, eta: 6 days, 4:35:05, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.4981, loss_cls: 8.1911, loss: 8.1911 2025-08-05 14:14:44,572 - pyskl - INFO - Epoch [26][2200/7492] lr: 4.657e-02, eta: 6 days, 4:34:05, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5062, loss_cls: 8.1470, loss: 8.1470 2025-08-05 14:15:42,099 - pyskl - INFO - Epoch [26][2300/7492] lr: 4.657e-02, eta: 6 days, 4:33:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2475, top5_acc: 0.4913, loss_cls: 8.2290, loss: 8.2290 2025-08-05 14:16:39,026 - pyskl - INFO - Epoch [26][2400/7492] lr: 4.657e-02, eta: 6 days, 4:32:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2487, top5_acc: 0.4928, loss_cls: 8.2096, loss: 8.2096 2025-08-05 14:17:36,778 - pyskl - INFO - Epoch [26][2500/7492] lr: 4.656e-02, eta: 6 days, 4:31:15, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.4922, loss_cls: 8.2284, loss: 8.2284 2025-08-05 14:18:34,963 - pyskl - INFO - Epoch [26][2600/7492] lr: 4.656e-02, eta: 6 days, 4:30:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2484, top5_acc: 0.4991, loss_cls: 8.1454, loss: 8.1454 2025-08-05 14:19:31,723 - pyskl - INFO - Epoch [26][2700/7492] lr: 4.656e-02, eta: 6 days, 4:29:23, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2484, top5_acc: 0.4963, loss_cls: 8.2299, loss: 8.2299 2025-08-05 14:20:29,747 - pyskl - INFO - Epoch [26][2800/7492] lr: 4.655e-02, eta: 6 days, 4:28:30, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2459, top5_acc: 0.4897, loss_cls: 8.2406, loss: 8.2406 2025-08-05 14:21:26,274 - pyskl - INFO - Epoch [26][2900/7492] lr: 4.655e-02, eta: 6 days, 4:27:29, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.4934, loss_cls: 8.2921, loss: 8.2921 2025-08-05 14:22:22,872 - pyskl - INFO - Epoch [26][3000/7492] lr: 4.655e-02, eta: 6 days, 4:26:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5006, loss_cls: 8.1299, loss: 8.1299 2025-08-05 14:23:19,514 - pyskl - INFO - Epoch [26][3100/7492] lr: 4.654e-02, eta: 6 days, 4:25:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2484, top5_acc: 0.4875, loss_cls: 8.2552, loss: 8.2552 2025-08-05 14:24:17,554 - pyskl - INFO - Epoch [26][3200/7492] lr: 4.654e-02, eta: 6 days, 4:24:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5191, loss_cls: 8.1458, loss: 8.1458 2025-08-05 14:25:15,794 - pyskl - INFO - Epoch [26][3300/7492] lr: 4.653e-02, eta: 6 days, 4:23:42, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.4941, loss_cls: 8.2092, loss: 8.2092 2025-08-05 14:26:13,044 - pyskl - INFO - Epoch [26][3400/7492] lr: 4.653e-02, eta: 6 days, 4:22:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.5038, loss_cls: 8.1084, loss: 8.1084 2025-08-05 14:27:10,343 - pyskl - INFO - Epoch [26][3500/7492] lr: 4.653e-02, eta: 6 days, 4:21:48, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2394, top5_acc: 0.4878, loss_cls: 8.3019, loss: 8.3019 2025-08-05 14:28:08,108 - pyskl - INFO - Epoch [26][3600/7492] lr: 4.652e-02, eta: 6 days, 4:20:53, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2437, top5_acc: 0.4900, loss_cls: 8.2548, loss: 8.2548 2025-08-05 14:29:05,279 - pyskl - INFO - Epoch [26][3700/7492] lr: 4.652e-02, eta: 6 days, 4:19:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5016, loss_cls: 8.1959, loss: 8.1959 2025-08-05 14:30:02,607 - pyskl - INFO - Epoch [26][3800/7492] lr: 4.652e-02, eta: 6 days, 4:18:59, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2425, top5_acc: 0.4972, loss_cls: 8.2836, loss: 8.2836 2025-08-05 14:31:00,127 - pyskl - INFO - Epoch [26][3900/7492] lr: 4.651e-02, eta: 6 days, 4:18:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2516, top5_acc: 0.4909, loss_cls: 8.2262, loss: 8.2262 2025-08-05 14:31:57,815 - pyskl - INFO - Epoch [26][4000/7492] lr: 4.651e-02, eta: 6 days, 4:17:08, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2547, top5_acc: 0.4950, loss_cls: 8.2166, loss: 8.2166 2025-08-05 14:32:54,476 - pyskl - INFO - Epoch [26][4100/7492] lr: 4.651e-02, eta: 6 days, 4:16:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.4941, loss_cls: 8.1714, loss: 8.1714 2025-08-05 14:33:51,477 - pyskl - INFO - Epoch [26][4200/7492] lr: 4.650e-02, eta: 6 days, 4:15:09, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.5044, loss_cls: 8.1444, loss: 8.1444 2025-08-05 14:34:48,269 - pyskl - INFO - Epoch [26][4300/7492] lr: 4.650e-02, eta: 6 days, 4:14:10, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2400, top5_acc: 0.4841, loss_cls: 8.2927, loss: 8.2927 2025-08-05 14:35:44,902 - pyskl - INFO - Epoch [26][4400/7492] lr: 4.650e-02, eta: 6 days, 4:13:10, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.5084, loss_cls: 8.1668, loss: 8.1668 2025-08-05 14:36:42,360 - pyskl - INFO - Epoch [26][4500/7492] lr: 4.649e-02, eta: 6 days, 4:12:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2478, top5_acc: 0.4975, loss_cls: 8.2241, loss: 8.2241 2025-08-05 14:37:38,914 - pyskl - INFO - Epoch [26][4600/7492] lr: 4.649e-02, eta: 6 days, 4:11:13, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.4991, loss_cls: 8.1792, loss: 8.1792 2025-08-05 14:38:35,938 - pyskl - INFO - Epoch [26][4700/7492] lr: 4.648e-02, eta: 6 days, 4:10:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2412, top5_acc: 0.4772, loss_cls: 8.2509, loss: 8.2509 2025-08-05 14:39:33,483 - pyskl - INFO - Epoch [26][4800/7492] lr: 4.648e-02, eta: 6 days, 4:09:19, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2441, top5_acc: 0.4872, loss_cls: 8.1928, loss: 8.1928 2025-08-05 14:40:30,517 - pyskl - INFO - Epoch [26][4900/7492] lr: 4.648e-02, eta: 6 days, 4:08:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5006, loss_cls: 8.1407, loss: 8.1407 2025-08-05 14:41:27,172 - pyskl - INFO - Epoch [26][5000/7492] lr: 4.647e-02, eta: 6 days, 4:07:20, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5012, loss_cls: 8.1744, loss: 8.1744 2025-08-05 14:42:24,670 - pyskl - INFO - Epoch [26][5100/7492] lr: 4.647e-02, eta: 6 days, 4:06:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.4906, loss_cls: 8.2181, loss: 8.2181 2025-08-05 14:43:21,830 - pyskl - INFO - Epoch [26][5200/7492] lr: 4.647e-02, eta: 6 days, 4:05:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.4994, loss_cls: 8.1726, loss: 8.1726 2025-08-05 14:44:18,490 - pyskl - INFO - Epoch [26][5300/7492] lr: 4.646e-02, eta: 6 days, 4:04:27, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2428, top5_acc: 0.4888, loss_cls: 8.2479, loss: 8.2479 2025-08-05 14:45:14,995 - pyskl - INFO - Epoch [26][5400/7492] lr: 4.646e-02, eta: 6 days, 4:03:26, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5044, loss_cls: 8.1719, loss: 8.1719 2025-08-05 14:46:12,317 - pyskl - INFO - Epoch [26][5500/7492] lr: 4.646e-02, eta: 6 days, 4:02:29, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.4966, loss_cls: 8.1543, loss: 8.1543 2025-08-05 14:47:09,071 - pyskl - INFO - Epoch [26][5600/7492] lr: 4.645e-02, eta: 6 days, 4:01:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5075, loss_cls: 8.1485, loss: 8.1485 2025-08-05 14:48:06,481 - pyskl - INFO - Epoch [26][5700/7492] lr: 4.645e-02, eta: 6 days, 4:00:33, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.4938, loss_cls: 8.2353, loss: 8.2353 2025-08-05 14:49:03,648 - pyskl - INFO - Epoch [26][5800/7492] lr: 4.645e-02, eta: 6 days, 3:59:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.4872, loss_cls: 8.2268, loss: 8.2268 2025-08-05 14:50:01,457 - pyskl - INFO - Epoch [26][5900/7492] lr: 4.644e-02, eta: 6 days, 3:58:41, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2494, top5_acc: 0.4906, loss_cls: 8.2528, loss: 8.2528 2025-08-05 14:50:58,171 - pyskl - INFO - Epoch [26][6000/7492] lr: 4.644e-02, eta: 6 days, 3:57:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.4956, loss_cls: 8.2374, loss: 8.2374 2025-08-05 14:51:54,969 - pyskl - INFO - Epoch [26][6100/7492] lr: 4.643e-02, eta: 6 days, 3:56:41, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5088, loss_cls: 8.1404, loss: 8.1404 2025-08-05 14:52:53,290 - pyskl - INFO - Epoch [26][6200/7492] lr: 4.643e-02, eta: 6 days, 3:55:49, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2469, top5_acc: 0.5006, loss_cls: 8.1812, loss: 8.1812 2025-08-05 14:53:50,856 - pyskl - INFO - Epoch [26][6300/7492] lr: 4.643e-02, eta: 6 days, 3:54:54, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5031, loss_cls: 8.1194, loss: 8.1194 2025-08-05 14:54:47,282 - pyskl - INFO - Epoch [26][6400/7492] lr: 4.642e-02, eta: 6 days, 3:53:53, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2469, top5_acc: 0.4963, loss_cls: 8.2128, loss: 8.2128 2025-08-05 14:55:44,331 - pyskl - INFO - Epoch [26][6500/7492] lr: 4.642e-02, eta: 6 days, 3:52:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2425, top5_acc: 0.4978, loss_cls: 8.2212, loss: 8.2212 2025-08-05 14:56:41,892 - pyskl - INFO - Epoch [26][6600/7492] lr: 4.642e-02, eta: 6 days, 3:51:59, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2528, top5_acc: 0.5000, loss_cls: 8.2950, loss: 8.2950 2025-08-05 14:57:39,515 - pyskl - INFO - Epoch [26][6700/7492] lr: 4.641e-02, eta: 6 days, 3:51:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.4906, loss_cls: 8.2592, loss: 8.2592 2025-08-05 14:58:37,697 - pyskl - INFO - Epoch [26][6800/7492] lr: 4.641e-02, eta: 6 days, 3:50:10, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2491, top5_acc: 0.4972, loss_cls: 8.1851, loss: 8.1851 2025-08-05 14:59:34,240 - pyskl - INFO - Epoch [26][6900/7492] lr: 4.641e-02, eta: 6 days, 3:49:10, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2328, top5_acc: 0.4863, loss_cls: 8.2253, loss: 8.2253 2025-08-05 15:00:31,885 - pyskl - INFO - Epoch [26][7000/7492] lr: 4.640e-02, eta: 6 days, 3:48:14, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2503, top5_acc: 0.4884, loss_cls: 8.3249, loss: 8.3249 2025-08-05 15:01:29,257 - pyskl - INFO - Epoch [26][7100/7492] lr: 4.640e-02, eta: 6 days, 3:47:18, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.4928, loss_cls: 8.2032, loss: 8.2032 2025-08-05 15:02:26,732 - pyskl - INFO - Epoch [26][7200/7492] lr: 4.639e-02, eta: 6 days, 3:46:22, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5166, loss_cls: 8.1962, loss: 8.1962 2025-08-05 15:03:25,061 - pyskl - INFO - Epoch [26][7300/7492] lr: 4.639e-02, eta: 6 days, 3:45:30, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.4978, loss_cls: 8.1701, loss: 8.1701 2025-08-05 15:04:22,738 - pyskl - INFO - Epoch [26][7400/7492] lr: 4.639e-02, eta: 6 days, 3:44:34, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5053, loss_cls: 8.2283, loss: 8.2283 2025-08-05 15:05:18,266 - pyskl - INFO - Saving checkpoint at 26 epochs 2025-08-05 15:06:06,328 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 15:06:07,061 - pyskl - INFO - top1_acc 0.1991 top5_acc 0.4359 2025-08-05 15:06:07,061 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 15:06:07,157 - pyskl - INFO - mean_acc 0.1990 2025-08-05 15:06:07,195 - pyskl - INFO - Epoch(val) [26][617] top1_acc: 0.1991, top5_acc: 0.4359, mean_class_accuracy: 0.1990 2025-08-05 15:07:40,422 - pyskl - INFO - Epoch [27][100/7492] lr: 4.638e-02, eta: 6 days, 3:41:25, time: 0.932, data_time: 0.344, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5231, loss_cls: 8.0143, loss: 8.0143 2025-08-05 15:08:39,373 - pyskl - INFO - Epoch [27][200/7492] lr: 4.638e-02, eta: 6 days, 3:40:36, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2422, top5_acc: 0.4950, loss_cls: 8.1898, loss: 8.1898 2025-08-05 15:09:37,172 - pyskl - INFO - Epoch [27][300/7492] lr: 4.637e-02, eta: 6 days, 3:39:41, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2453, top5_acc: 0.4953, loss_cls: 8.1391, loss: 8.1391 2025-08-05 15:10:35,518 - pyskl - INFO - Epoch [27][400/7492] lr: 4.637e-02, eta: 6 days, 3:38:49, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.4972, loss_cls: 8.2114, loss: 8.2114 2025-08-05 15:11:33,761 - pyskl - INFO - Epoch [27][500/7492] lr: 4.637e-02, eta: 6 days, 3:37:57, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5016, loss_cls: 8.1641, loss: 8.1641 2025-08-05 15:12:31,339 - pyskl - INFO - Epoch [27][600/7492] lr: 4.636e-02, eta: 6 days, 3:37:01, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5088, loss_cls: 8.0977, loss: 8.0977 2025-08-05 15:13:28,565 - pyskl - INFO - Epoch [27][700/7492] lr: 4.636e-02, eta: 6 days, 3:36:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.5016, loss_cls: 8.2058, loss: 8.2058 2025-08-05 15:14:25,606 - pyskl - INFO - Epoch [27][800/7492] lr: 4.636e-02, eta: 6 days, 3:35:06, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.5019, loss_cls: 8.1247, loss: 8.1247 2025-08-05 15:15:22,310 - pyskl - INFO - Epoch [27][900/7492] lr: 4.635e-02, eta: 6 days, 3:34:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2487, top5_acc: 0.4997, loss_cls: 8.1326, loss: 8.1326 2025-08-05 15:16:18,865 - pyskl - INFO - Epoch [27][1000/7492] lr: 4.635e-02, eta: 6 days, 3:33:05, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.4972, loss_cls: 8.1676, loss: 8.1676 2025-08-05 15:17:15,511 - pyskl - INFO - Epoch [27][1100/7492] lr: 4.634e-02, eta: 6 days, 3:32:05, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5022, loss_cls: 8.1973, loss: 8.1973 2025-08-05 15:18:12,471 - pyskl - INFO - Epoch [27][1200/7492] lr: 4.634e-02, eta: 6 days, 3:31:07, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.4934, loss_cls: 8.2451, loss: 8.2451 2025-08-05 15:19:09,327 - pyskl - INFO - Epoch [27][1300/7492] lr: 4.634e-02, eta: 6 days, 3:30:08, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.4925, loss_cls: 8.1617, loss: 8.1617 2025-08-05 15:20:05,670 - pyskl - INFO - Epoch [27][1400/7492] lr: 4.633e-02, eta: 6 days, 3:29:06, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.4972, loss_cls: 8.1349, loss: 8.1349 2025-08-05 15:21:02,012 - pyskl - INFO - Epoch [27][1500/7492] lr: 4.633e-02, eta: 6 days, 3:28:05, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.4978, loss_cls: 8.2905, loss: 8.2905 2025-08-05 15:21:59,180 - pyskl - INFO - Epoch [27][1600/7492] lr: 4.633e-02, eta: 6 days, 3:27:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5156, loss_cls: 8.0813, loss: 8.0813 2025-08-05 15:22:55,916 - pyskl - INFO - Epoch [27][1700/7492] lr: 4.632e-02, eta: 6 days, 3:26:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5150, loss_cls: 8.2046, loss: 8.2046 2025-08-05 15:23:53,113 - pyskl - INFO - Epoch [27][1800/7492] lr: 4.632e-02, eta: 6 days, 3:25:10, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5044, loss_cls: 8.1105, loss: 8.1105 2025-08-05 15:24:49,977 - pyskl - INFO - Epoch [27][1900/7492] lr: 4.632e-02, eta: 6 days, 3:24:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2478, top5_acc: 0.4931, loss_cls: 8.1552, loss: 8.1552 2025-08-05 15:25:46,969 - pyskl - INFO - Epoch [27][2000/7492] lr: 4.631e-02, eta: 6 days, 3:23:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.4991, loss_cls: 8.2402, loss: 8.2402 2025-08-05 15:26:43,698 - pyskl - INFO - Epoch [27][2100/7492] lr: 4.631e-02, eta: 6 days, 3:22:13, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5119, loss_cls: 8.1463, loss: 8.1463 2025-08-05 15:27:40,404 - pyskl - INFO - Epoch [27][2200/7492] lr: 4.630e-02, eta: 6 days, 3:21:13, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.4959, loss_cls: 8.2069, loss: 8.2069 2025-08-05 15:28:37,424 - pyskl - INFO - Epoch [27][2300/7492] lr: 4.630e-02, eta: 6 days, 3:20:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2381, top5_acc: 0.4884, loss_cls: 8.2337, loss: 8.2337 2025-08-05 15:29:34,401 - pyskl - INFO - Epoch [27][2400/7492] lr: 4.630e-02, eta: 6 days, 3:19:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5047, loss_cls: 8.1377, loss: 8.1377 2025-08-05 15:30:32,623 - pyskl - INFO - Epoch [27][2500/7492] lr: 4.629e-02, eta: 6 days, 3:18:24, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2409, top5_acc: 0.4938, loss_cls: 8.1692, loss: 8.1692 2025-08-05 15:31:29,532 - pyskl - INFO - Epoch [27][2600/7492] lr: 4.629e-02, eta: 6 days, 3:17:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2478, top5_acc: 0.4947, loss_cls: 8.2407, loss: 8.2407 2025-08-05 15:32:26,791 - pyskl - INFO - Epoch [27][2700/7492] lr: 4.629e-02, eta: 6 days, 3:16:28, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.4975, loss_cls: 8.1527, loss: 8.1527 2025-08-05 15:33:24,132 - pyskl - INFO - Epoch [27][2800/7492] lr: 4.628e-02, eta: 6 days, 3:15:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.4978, loss_cls: 8.1671, loss: 8.1671 2025-08-05 15:34:22,266 - pyskl - INFO - Epoch [27][2900/7492] lr: 4.628e-02, eta: 6 days, 3:14:38, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5097, loss_cls: 8.2094, loss: 8.2094 2025-08-05 15:35:20,427 - pyskl - INFO - Epoch [27][3000/7492] lr: 4.627e-02, eta: 6 days, 3:13:45, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5038, loss_cls: 8.1507, loss: 8.1507 2025-08-05 15:36:18,382 - pyskl - INFO - Epoch [27][3100/7492] lr: 4.627e-02, eta: 6 days, 3:12:52, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5028, loss_cls: 8.2104, loss: 8.2104 2025-08-05 15:37:14,902 - pyskl - INFO - Epoch [27][3200/7492] lr: 4.627e-02, eta: 6 days, 3:11:51, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2450, top5_acc: 0.4997, loss_cls: 8.1670, loss: 8.1670 2025-08-05 15:38:12,751 - pyskl - INFO - Epoch [27][3300/7492] lr: 4.626e-02, eta: 6 days, 3:10:57, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2422, top5_acc: 0.4716, loss_cls: 8.2524, loss: 8.2524 2025-08-05 15:39:10,258 - pyskl - INFO - Epoch [27][3400/7492] lr: 4.626e-02, eta: 6 days, 3:10:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5050, loss_cls: 8.1169, loss: 8.1169 2025-08-05 15:40:07,130 - pyskl - INFO - Epoch [27][3500/7492] lr: 4.626e-02, eta: 6 days, 3:09:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2434, top5_acc: 0.4881, loss_cls: 8.2415, loss: 8.2415 2025-08-05 15:41:04,075 - pyskl - INFO - Epoch [27][3600/7492] lr: 4.625e-02, eta: 6 days, 3:08:03, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5109, loss_cls: 8.1124, loss: 8.1124 2025-08-05 15:42:00,893 - pyskl - INFO - Epoch [27][3700/7492] lr: 4.625e-02, eta: 6 days, 3:07:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2472, top5_acc: 0.5059, loss_cls: 8.2318, loss: 8.2318 2025-08-05 15:42:57,268 - pyskl - INFO - Epoch [27][3800/7492] lr: 4.625e-02, eta: 6 days, 3:06:03, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5031, loss_cls: 8.0784, loss: 8.0784 2025-08-05 15:43:54,928 - pyskl - INFO - Epoch [27][3900/7492] lr: 4.624e-02, eta: 6 days, 3:05:07, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2478, top5_acc: 0.4891, loss_cls: 8.2243, loss: 8.2243 2025-08-05 15:44:52,623 - pyskl - INFO - Epoch [27][4000/7492] lr: 4.624e-02, eta: 6 days, 3:04:12, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2428, top5_acc: 0.4869, loss_cls: 8.2309, loss: 8.2309 2025-08-05 15:45:50,435 - pyskl - INFO - Epoch [27][4100/7492] lr: 4.623e-02, eta: 6 days, 3:03:18, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.4897, loss_cls: 8.2718, loss: 8.2718 2025-08-05 15:46:47,724 - pyskl - INFO - Epoch [27][4200/7492] lr: 4.623e-02, eta: 6 days, 3:02:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.4909, loss_cls: 8.1835, loss: 8.1835 2025-08-05 15:47:44,838 - pyskl - INFO - Epoch [27][4300/7492] lr: 4.623e-02, eta: 6 days, 3:01:23, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.4934, loss_cls: 8.1206, loss: 8.1206 2025-08-05 15:48:41,576 - pyskl - INFO - Epoch [27][4400/7492] lr: 4.622e-02, eta: 6 days, 3:00:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2462, top5_acc: 0.4947, loss_cls: 8.1870, loss: 8.1870 2025-08-05 15:49:39,286 - pyskl - INFO - Epoch [27][4500/7492] lr: 4.622e-02, eta: 6 days, 2:59:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2487, top5_acc: 0.4881, loss_cls: 8.2422, loss: 8.2422 2025-08-05 15:50:35,769 - pyskl - INFO - Epoch [27][4600/7492] lr: 4.622e-02, eta: 6 days, 2:58:27, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2437, top5_acc: 0.4853, loss_cls: 8.2925, loss: 8.2925 2025-08-05 15:51:32,268 - pyskl - INFO - Epoch [27][4700/7492] lr: 4.621e-02, eta: 6 days, 2:57:27, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.5025, loss_cls: 8.1709, loss: 8.1709 2025-08-05 15:52:29,241 - pyskl - INFO - Epoch [27][4800/7492] lr: 4.621e-02, eta: 6 days, 2:56:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.4866, loss_cls: 8.2485, loss: 8.2485 2025-08-05 15:53:26,228 - pyskl - INFO - Epoch [27][4900/7492] lr: 4.620e-02, eta: 6 days, 2:55:30, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2516, top5_acc: 0.5016, loss_cls: 8.1667, loss: 8.1667 2025-08-05 15:54:22,585 - pyskl - INFO - Epoch [27][5000/7492] lr: 4.620e-02, eta: 6 days, 2:54:29, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5016, loss_cls: 8.1499, loss: 8.1499 2025-08-05 15:55:19,182 - pyskl - INFO - Epoch [27][5100/7492] lr: 4.620e-02, eta: 6 days, 2:53:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.4966, loss_cls: 8.1577, loss: 8.1577 2025-08-05 15:56:16,934 - pyskl - INFO - Epoch [27][5200/7492] lr: 4.619e-02, eta: 6 days, 2:52:34, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.4947, loss_cls: 8.2078, loss: 8.2078 2025-08-05 15:57:14,268 - pyskl - INFO - Epoch [27][5300/7492] lr: 4.619e-02, eta: 6 days, 2:51:37, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2466, top5_acc: 0.4975, loss_cls: 8.2240, loss: 8.2240 2025-08-05 15:58:10,884 - pyskl - INFO - Epoch [27][5400/7492] lr: 4.619e-02, eta: 6 days, 2:50:37, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5000, loss_cls: 8.1322, loss: 8.1322 2025-08-05 15:59:08,828 - pyskl - INFO - Epoch [27][5500/7492] lr: 4.618e-02, eta: 6 days, 2:49:43, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2487, top5_acc: 0.5050, loss_cls: 8.1977, loss: 8.1977 2025-08-05 16:00:05,963 - pyskl - INFO - Epoch [27][5600/7492] lr: 4.618e-02, eta: 6 days, 2:48:45, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2450, top5_acc: 0.4806, loss_cls: 8.2501, loss: 8.2501 2025-08-05 16:01:02,526 - pyskl - INFO - Epoch [27][5700/7492] lr: 4.618e-02, eta: 6 days, 2:47:45, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.4984, loss_cls: 8.1514, loss: 8.1514 2025-08-05 16:01:59,663 - pyskl - INFO - Epoch [27][5800/7492] lr: 4.617e-02, eta: 6 days, 2:46:47, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.4888, loss_cls: 8.1983, loss: 8.1983 2025-08-05 16:02:57,050 - pyskl - INFO - Epoch [27][5900/7492] lr: 4.617e-02, eta: 6 days, 2:45:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.4800, loss_cls: 8.2437, loss: 8.2437 2025-08-05 16:03:53,987 - pyskl - INFO - Epoch [27][6000/7492] lr: 4.616e-02, eta: 6 days, 2:44:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2491, top5_acc: 0.4931, loss_cls: 8.2863, loss: 8.2863 2025-08-05 16:04:52,617 - pyskl - INFO - Epoch [27][6100/7492] lr: 4.616e-02, eta: 6 days, 2:44:01, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5122, loss_cls: 8.1459, loss: 8.1459 2025-08-05 16:05:49,864 - pyskl - INFO - Epoch [27][6200/7492] lr: 4.616e-02, eta: 6 days, 2:43:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2462, top5_acc: 0.4953, loss_cls: 8.1590, loss: 8.1590 2025-08-05 16:06:47,902 - pyskl - INFO - Epoch [27][6300/7492] lr: 4.615e-02, eta: 6 days, 2:42:10, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5044, loss_cls: 8.1457, loss: 8.1457 2025-08-05 16:07:46,581 - pyskl - INFO - Epoch [27][6400/7492] lr: 4.615e-02, eta: 6 days, 2:41:20, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2491, top5_acc: 0.4894, loss_cls: 8.2231, loss: 8.2231 2025-08-05 16:08:44,657 - pyskl - INFO - Epoch [27][6500/7492] lr: 4.615e-02, eta: 6 days, 2:40:26, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5050, loss_cls: 8.1482, loss: 8.1482 2025-08-05 16:09:41,796 - pyskl - INFO - Epoch [27][6600/7492] lr: 4.614e-02, eta: 6 days, 2:39:28, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.5072, loss_cls: 8.2092, loss: 8.2092 2025-08-05 16:10:38,274 - pyskl - INFO - Epoch [27][6700/7492] lr: 4.614e-02, eta: 6 days, 2:38:28, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2375, top5_acc: 0.4828, loss_cls: 8.2789, loss: 8.2789 2025-08-05 16:11:35,097 - pyskl - INFO - Epoch [27][6800/7492] lr: 4.613e-02, eta: 6 days, 2:37:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5016, loss_cls: 8.1663, loss: 8.1663 2025-08-05 16:12:32,149 - pyskl - INFO - Epoch [27][6900/7492] lr: 4.613e-02, eta: 6 days, 2:36:31, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.4928, loss_cls: 8.1624, loss: 8.1624 2025-08-05 16:13:28,617 - pyskl - INFO - Epoch [27][7000/7492] lr: 4.613e-02, eta: 6 days, 2:35:30, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.4972, loss_cls: 8.2347, loss: 8.2347 2025-08-05 16:14:25,579 - pyskl - INFO - Epoch [27][7100/7492] lr: 4.612e-02, eta: 6 days, 2:34:31, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5034, loss_cls: 8.2403, loss: 8.2403 2025-08-05 16:15:23,088 - pyskl - INFO - Epoch [27][7200/7492] lr: 4.612e-02, eta: 6 days, 2:33:35, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2394, top5_acc: 0.4881, loss_cls: 8.2286, loss: 8.2286 2025-08-05 16:16:19,670 - pyskl - INFO - Epoch [27][7300/7492] lr: 4.612e-02, eta: 6 days, 2:32:35, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2437, top5_acc: 0.4863, loss_cls: 8.2165, loss: 8.2165 2025-08-05 16:17:16,547 - pyskl - INFO - Epoch [27][7400/7492] lr: 4.611e-02, eta: 6 days, 2:31:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2469, top5_acc: 0.4856, loss_cls: 8.2680, loss: 8.2680 2025-08-05 16:18:11,555 - pyskl - INFO - Saving checkpoint at 27 epochs 2025-08-05 16:18:59,747 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 16:19:00,472 - pyskl - INFO - top1_acc 0.2031 top5_acc 0.4376 2025-08-05 16:19:00,472 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 16:19:00,529 - pyskl - INFO - mean_acc 0.2027 2025-08-05 16:19:00,548 - pyskl - INFO - Epoch(val) [27][617] top1_acc: 0.2031, top5_acc: 0.4376, mean_class_accuracy: 0.2027 2025-08-05 16:20:32,477 - pyskl - INFO - Epoch [28][100/7492] lr: 4.610e-02, eta: 6 days, 2:28:24, time: 0.919, data_time: 0.338, memory: 11068, top1_acc: 0.2531, top5_acc: 0.5091, loss_cls: 8.0867, loss: 8.0867 2025-08-05 16:21:29,716 - pyskl - INFO - Epoch [28][200/7492] lr: 4.610e-02, eta: 6 days, 2:27:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5056, loss_cls: 8.1074, loss: 8.1074 2025-08-05 16:22:26,847 - pyskl - INFO - Epoch [28][300/7492] lr: 4.610e-02, eta: 6 days, 2:26:30, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5097, loss_cls: 8.1746, loss: 8.1746 2025-08-05 16:23:23,764 - pyskl - INFO - Epoch [28][400/7492] lr: 4.609e-02, eta: 6 days, 2:25:31, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2466, top5_acc: 0.5125, loss_cls: 8.1927, loss: 8.1927 2025-08-05 16:24:20,192 - pyskl - INFO - Epoch [28][500/7492] lr: 4.609e-02, eta: 6 days, 2:24:30, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.5022, loss_cls: 8.2130, loss: 8.2130 2025-08-05 16:25:17,193 - pyskl - INFO - Epoch [28][600/7492] lr: 4.609e-02, eta: 6 days, 2:23:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5084, loss_cls: 8.1121, loss: 8.1121 2025-08-05 16:26:14,667 - pyskl - INFO - Epoch [28][700/7492] lr: 4.608e-02, eta: 6 days, 2:22:36, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2459, top5_acc: 0.4969, loss_cls: 8.1805, loss: 8.1805 2025-08-05 16:27:12,426 - pyskl - INFO - Epoch [28][800/7492] lr: 4.608e-02, eta: 6 days, 2:21:41, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5125, loss_cls: 8.0724, loss: 8.0724 2025-08-05 16:28:09,545 - pyskl - INFO - Epoch [28][900/7492] lr: 4.607e-02, eta: 6 days, 2:20:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2428, top5_acc: 0.4938, loss_cls: 8.1495, loss: 8.1495 2025-08-05 16:29:06,411 - pyskl - INFO - Epoch [28][1000/7492] lr: 4.607e-02, eta: 6 days, 2:19:44, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2391, top5_acc: 0.4813, loss_cls: 8.3344, loss: 8.3344 2025-08-05 16:30:03,983 - pyskl - INFO - Epoch [28][1100/7492] lr: 4.607e-02, eta: 6 days, 2:18:49, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5147, loss_cls: 8.0278, loss: 8.0278 2025-08-05 16:31:01,305 - pyskl - INFO - Epoch [28][1200/7492] lr: 4.606e-02, eta: 6 days, 2:17:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.4956, loss_cls: 8.2375, loss: 8.2375 2025-08-05 16:31:57,812 - pyskl - INFO - Epoch [28][1300/7492] lr: 4.606e-02, eta: 6 days, 2:16:51, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5069, loss_cls: 8.1188, loss: 8.1188 2025-08-05 16:32:56,037 - pyskl - INFO - Epoch [28][1400/7492] lr: 4.606e-02, eta: 6 days, 2:15:59, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2462, top5_acc: 0.4950, loss_cls: 8.1935, loss: 8.1935 2025-08-05 16:33:55,030 - pyskl - INFO - Epoch [28][1500/7492] lr: 4.605e-02, eta: 6 days, 2:15:09, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5059, loss_cls: 8.2271, loss: 8.2271 2025-08-05 16:34:54,028 - pyskl - INFO - Epoch [28][1600/7492] lr: 4.605e-02, eta: 6 days, 2:14:20, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.5000, loss_cls: 8.2304, loss: 8.2304 2025-08-05 16:35:52,151 - pyskl - INFO - Epoch [28][1700/7492] lr: 4.604e-02, eta: 6 days, 2:13:27, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5062, loss_cls: 8.1493, loss: 8.1493 2025-08-05 16:36:51,090 - pyskl - INFO - Epoch [28][1800/7492] lr: 4.604e-02, eta: 6 days, 2:12:37, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2528, top5_acc: 0.4991, loss_cls: 8.1481, loss: 8.1481 2025-08-05 16:37:49,271 - pyskl - INFO - Epoch [28][1900/7492] lr: 4.604e-02, eta: 6 days, 2:11:44, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5075, loss_cls: 8.0783, loss: 8.0783 2025-08-05 16:38:47,828 - pyskl - INFO - Epoch [28][2000/7492] lr: 4.603e-02, eta: 6 days, 2:10:53, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.4909, loss_cls: 8.2355, loss: 8.2355 2025-08-05 16:39:44,773 - pyskl - INFO - Epoch [28][2100/7492] lr: 4.603e-02, eta: 6 days, 2:09:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.5016, loss_cls: 8.2119, loss: 8.2119 2025-08-05 16:40:41,361 - pyskl - INFO - Epoch [28][2200/7492] lr: 4.603e-02, eta: 6 days, 2:08:54, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.4969, loss_cls: 8.2433, loss: 8.2433 2025-08-05 16:41:37,871 - pyskl - INFO - Epoch [28][2300/7492] lr: 4.602e-02, eta: 6 days, 2:07:54, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.4922, loss_cls: 8.2374, loss: 8.2374 2025-08-05 16:42:36,538 - pyskl - INFO - Epoch [28][2400/7492] lr: 4.602e-02, eta: 6 days, 2:07:03, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5066, loss_cls: 8.1250, loss: 8.1250 2025-08-05 16:43:34,865 - pyskl - INFO - Epoch [28][2500/7492] lr: 4.601e-02, eta: 6 days, 2:06:11, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.5078, loss_cls: 8.1159, loss: 8.1159 2025-08-05 16:44:32,058 - pyskl - INFO - Epoch [28][2600/7492] lr: 4.601e-02, eta: 6 days, 2:05:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5119, loss_cls: 8.0390, loss: 8.0390 2025-08-05 16:45:30,225 - pyskl - INFO - Epoch [28][2700/7492] lr: 4.601e-02, eta: 6 days, 2:04:20, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.4947, loss_cls: 8.1824, loss: 8.1824 2025-08-05 16:46:27,521 - pyskl - INFO - Epoch [28][2800/7492] lr: 4.600e-02, eta: 6 days, 2:03:24, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5134, loss_cls: 8.0950, loss: 8.0950 2025-08-05 16:47:24,697 - pyskl - INFO - Epoch [28][2900/7492] lr: 4.600e-02, eta: 6 days, 2:02:26, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.4941, loss_cls: 8.2592, loss: 8.2592 2025-08-05 16:48:21,458 - pyskl - INFO - Epoch [28][3000/7492] lr: 4.600e-02, eta: 6 days, 2:01:27, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.5075, loss_cls: 8.1156, loss: 8.1156 2025-08-05 16:49:18,243 - pyskl - INFO - Epoch [28][3100/7492] lr: 4.599e-02, eta: 6 days, 2:00:27, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5178, loss_cls: 8.1439, loss: 8.1439 2025-08-05 16:50:15,017 - pyskl - INFO - Epoch [28][3200/7492] lr: 4.599e-02, eta: 6 days, 1:59:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5141, loss_cls: 8.0806, loss: 8.0806 2025-08-05 16:51:12,143 - pyskl - INFO - Epoch [28][3300/7492] lr: 4.598e-02, eta: 6 days, 1:58:30, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5069, loss_cls: 8.1021, loss: 8.1021 2025-08-05 16:52:09,782 - pyskl - INFO - Epoch [28][3400/7492] lr: 4.598e-02, eta: 6 days, 1:57:35, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.4859, loss_cls: 8.2556, loss: 8.2556 2025-08-05 16:53:06,967 - pyskl - INFO - Epoch [28][3500/7492] lr: 4.598e-02, eta: 6 days, 1:56:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.4916, loss_cls: 8.2139, loss: 8.2139 2025-08-05 16:54:03,600 - pyskl - INFO - Epoch [28][3600/7492] lr: 4.597e-02, eta: 6 days, 1:55:38, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.5012, loss_cls: 8.2069, loss: 8.2069 2025-08-05 16:55:00,016 - pyskl - INFO - Epoch [28][3700/7492] lr: 4.597e-02, eta: 6 days, 1:54:37, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.5006, loss_cls: 8.1593, loss: 8.1593 2025-08-05 16:55:56,724 - pyskl - INFO - Epoch [28][3800/7492] lr: 4.596e-02, eta: 6 days, 1:53:37, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2516, top5_acc: 0.4972, loss_cls: 8.2302, loss: 8.2302 2025-08-05 16:56:53,261 - pyskl - INFO - Epoch [28][3900/7492] lr: 4.596e-02, eta: 6 days, 1:52:37, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5100, loss_cls: 8.0750, loss: 8.0750 2025-08-05 16:57:50,954 - pyskl - INFO - Epoch [28][4000/7492] lr: 4.596e-02, eta: 6 days, 1:51:42, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.4884, loss_cls: 8.2790, loss: 8.2790 2025-08-05 16:58:47,871 - pyskl - INFO - Epoch [28][4100/7492] lr: 4.595e-02, eta: 6 days, 1:50:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.4750, loss_cls: 8.3354, loss: 8.3354 2025-08-05 16:59:45,620 - pyskl - INFO - Epoch [28][4200/7492] lr: 4.595e-02, eta: 6 days, 1:49:48, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5106, loss_cls: 8.0714, loss: 8.0714 2025-08-05 17:00:43,312 - pyskl - INFO - Epoch [28][4300/7492] lr: 4.595e-02, eta: 6 days, 1:48:53, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.5034, loss_cls: 8.1576, loss: 8.1576 2025-08-05 17:01:40,203 - pyskl - INFO - Epoch [28][4400/7492] lr: 4.594e-02, eta: 6 days, 1:47:54, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5050, loss_cls: 8.1158, loss: 8.1158 2025-08-05 17:02:36,641 - pyskl - INFO - Epoch [28][4500/7492] lr: 4.594e-02, eta: 6 days, 1:46:53, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2547, top5_acc: 0.4953, loss_cls: 8.2648, loss: 8.2648 2025-08-05 17:03:33,983 - pyskl - INFO - Epoch [28][4600/7492] lr: 4.593e-02, eta: 6 days, 1:45:57, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.4959, loss_cls: 8.1169, loss: 8.1169 2025-08-05 17:04:32,497 - pyskl - INFO - Epoch [28][4700/7492] lr: 4.593e-02, eta: 6 days, 1:45:05, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5122, loss_cls: 8.0474, loss: 8.0474 2025-08-05 17:05:31,153 - pyskl - INFO - Epoch [28][4800/7492] lr: 4.593e-02, eta: 6 days, 1:44:14, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.4931, loss_cls: 8.2017, loss: 8.2017 2025-08-05 17:06:29,261 - pyskl - INFO - Epoch [28][4900/7492] lr: 4.592e-02, eta: 6 days, 1:43:21, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2547, top5_acc: 0.4925, loss_cls: 8.1690, loss: 8.1690 2025-08-05 17:07:25,457 - pyskl - INFO - Epoch [28][5000/7492] lr: 4.592e-02, eta: 6 days, 1:42:19, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5156, loss_cls: 8.1294, loss: 8.1294 2025-08-05 17:08:23,375 - pyskl - INFO - Epoch [28][5100/7492] lr: 4.592e-02, eta: 6 days, 1:41:25, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5050, loss_cls: 8.1607, loss: 8.1607 2025-08-05 17:09:21,765 - pyskl - INFO - Epoch [28][5200/7492] lr: 4.591e-02, eta: 6 days, 1:40:33, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2475, top5_acc: 0.5059, loss_cls: 8.1730, loss: 8.1730 2025-08-05 17:10:18,447 - pyskl - INFO - Epoch [28][5300/7492] lr: 4.591e-02, eta: 6 days, 1:39:33, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.5028, loss_cls: 8.1604, loss: 8.1604 2025-08-05 17:11:15,007 - pyskl - INFO - Epoch [28][5400/7492] lr: 4.590e-02, eta: 6 days, 1:38:33, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.4972, loss_cls: 8.1854, loss: 8.1854 2025-08-05 17:12:12,485 - pyskl - INFO - Epoch [28][5500/7492] lr: 4.590e-02, eta: 6 days, 1:37:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5041, loss_cls: 8.1297, loss: 8.1297 2025-08-05 17:13:10,527 - pyskl - INFO - Epoch [28][5600/7492] lr: 4.590e-02, eta: 6 days, 1:36:43, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.4991, loss_cls: 8.1590, loss: 8.1590 2025-08-05 17:14:09,088 - pyskl - INFO - Epoch [28][5700/7492] lr: 4.589e-02, eta: 6 days, 1:35:52, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.4853, loss_cls: 8.2121, loss: 8.2121 2025-08-05 17:15:07,489 - pyskl - INFO - Epoch [28][5800/7492] lr: 4.589e-02, eta: 6 days, 1:35:00, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5041, loss_cls: 8.1371, loss: 8.1371 2025-08-05 17:16:06,274 - pyskl - INFO - Epoch [28][5900/7492] lr: 4.588e-02, eta: 6 days, 1:34:09, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2459, top5_acc: 0.5050, loss_cls: 8.2118, loss: 8.2118 2025-08-05 17:17:05,043 - pyskl - INFO - Epoch [28][6000/7492] lr: 4.588e-02, eta: 6 days, 1:33:19, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5150, loss_cls: 8.1471, loss: 8.1471 2025-08-05 17:18:02,571 - pyskl - INFO - Epoch [28][6100/7492] lr: 4.588e-02, eta: 6 days, 1:32:23, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.5081, loss_cls: 8.1873, loss: 8.1873 2025-08-05 17:19:00,786 - pyskl - INFO - Epoch [28][6200/7492] lr: 4.587e-02, eta: 6 days, 1:31:30, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.4956, loss_cls: 8.2756, loss: 8.2756 2025-08-05 17:19:58,072 - pyskl - INFO - Epoch [28][6300/7492] lr: 4.587e-02, eta: 6 days, 1:30:33, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2437, top5_acc: 0.4891, loss_cls: 8.2584, loss: 8.2584 2025-08-05 17:20:56,073 - pyskl - INFO - Epoch [28][6400/7492] lr: 4.587e-02, eta: 6 days, 1:29:39, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5044, loss_cls: 8.1042, loss: 8.1042 2025-08-05 17:21:52,725 - pyskl - INFO - Epoch [28][6500/7492] lr: 4.586e-02, eta: 6 days, 1:28:39, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.4866, loss_cls: 8.2189, loss: 8.2189 2025-08-05 17:22:50,164 - pyskl - INFO - Epoch [28][6600/7492] lr: 4.586e-02, eta: 6 days, 1:27:43, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 8.2282, loss: 8.2282 2025-08-05 17:23:48,274 - pyskl - INFO - Epoch [28][6700/7492] lr: 4.585e-02, eta: 6 days, 1:26:49, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2441, top5_acc: 0.4853, loss_cls: 8.2412, loss: 8.2412 2025-08-05 17:24:47,150 - pyskl - INFO - Epoch [28][6800/7492] lr: 4.585e-02, eta: 6 days, 1:25:59, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5022, loss_cls: 8.0501, loss: 8.0501 2025-08-05 17:25:45,171 - pyskl - INFO - Epoch [28][6900/7492] lr: 4.585e-02, eta: 6 days, 1:25:05, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2466, top5_acc: 0.4919, loss_cls: 8.2687, loss: 8.2687 2025-08-05 17:26:41,794 - pyskl - INFO - Epoch [28][7000/7492] lr: 4.584e-02, eta: 6 days, 1:24:06, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5066, loss_cls: 8.0788, loss: 8.0788 2025-08-05 17:27:38,963 - pyskl - INFO - Epoch [28][7100/7492] lr: 4.584e-02, eta: 6 days, 1:23:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2494, top5_acc: 0.4853, loss_cls: 8.2824, loss: 8.2824 2025-08-05 17:28:35,865 - pyskl - INFO - Epoch [28][7200/7492] lr: 4.583e-02, eta: 6 days, 1:22:09, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5166, loss_cls: 8.1569, loss: 8.1569 2025-08-05 17:29:32,988 - pyskl - INFO - Epoch [28][7300/7492] lr: 4.583e-02, eta: 6 days, 1:21:12, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.4988, loss_cls: 8.2393, loss: 8.2393 2025-08-05 17:30:31,880 - pyskl - INFO - Epoch [28][7400/7492] lr: 4.583e-02, eta: 6 days, 1:20:22, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.4959, loss_cls: 8.1350, loss: 8.1350 2025-08-05 17:31:27,294 - pyskl - INFO - Saving checkpoint at 28 epochs 2025-08-05 17:32:16,677 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 17:32:17,347 - pyskl - INFO - top1_acc 0.2199 top5_acc 0.4497 2025-08-05 17:32:17,347 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 17:32:17,404 - pyskl - INFO - mean_acc 0.2195 2025-08-05 17:32:17,423 - pyskl - INFO - Epoch(val) [28][617] top1_acc: 0.2199, top5_acc: 0.4497, mean_class_accuracy: 0.2195 2025-08-05 17:33:50,510 - pyskl - INFO - Epoch [29][100/7492] lr: 4.582e-02, eta: 6 days, 1:17:18, time: 0.931, data_time: 0.342, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5022, loss_cls: 8.1160, loss: 8.1160 2025-08-05 17:34:47,445 - pyskl - INFO - Epoch [29][200/7492] lr: 4.582e-02, eta: 6 days, 1:16:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2472, top5_acc: 0.5031, loss_cls: 8.2605, loss: 8.2605 2025-08-05 17:35:45,077 - pyskl - INFO - Epoch [29][300/7492] lr: 4.581e-02, eta: 6 days, 1:15:24, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5119, loss_cls: 8.0865, loss: 8.0865 2025-08-05 17:36:42,150 - pyskl - INFO - Epoch [29][400/7492] lr: 4.581e-02, eta: 6 days, 1:14:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5141, loss_cls: 8.0775, loss: 8.0775 2025-08-05 17:37:39,617 - pyskl - INFO - Epoch [29][500/7492] lr: 4.580e-02, eta: 6 days, 1:13:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5241, loss_cls: 8.0407, loss: 8.0407 2025-08-05 17:38:37,542 - pyskl - INFO - Epoch [29][600/7492] lr: 4.580e-02, eta: 6 days, 1:12:36, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.5009, loss_cls: 8.2100, loss: 8.2100 2025-08-05 17:39:34,923 - pyskl - INFO - Epoch [29][700/7492] lr: 4.580e-02, eta: 6 days, 1:11:39, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5041, loss_cls: 8.1140, loss: 8.1140 2025-08-05 17:40:32,717 - pyskl - INFO - Epoch [29][800/7492] lr: 4.579e-02, eta: 6 days, 1:10:45, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5088, loss_cls: 8.1810, loss: 8.1810 2025-08-05 17:41:29,496 - pyskl - INFO - Epoch [29][900/7492] lr: 4.579e-02, eta: 6 days, 1:09:45, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2425, top5_acc: 0.4906, loss_cls: 8.2295, loss: 8.2295 2025-08-05 17:42:26,449 - pyskl - INFO - Epoch [29][1000/7492] lr: 4.578e-02, eta: 6 days, 1:08:47, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2462, top5_acc: 0.4947, loss_cls: 8.2193, loss: 8.2193 2025-08-05 17:43:23,880 - pyskl - INFO - Epoch [29][1100/7492] lr: 4.578e-02, eta: 6 days, 1:07:51, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5141, loss_cls: 8.0499, loss: 8.0499 2025-08-05 17:44:20,227 - pyskl - INFO - Epoch [29][1200/7492] lr: 4.578e-02, eta: 6 days, 1:06:50, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.5072, loss_cls: 8.1583, loss: 8.1583 2025-08-05 17:45:18,117 - pyskl - INFO - Epoch [29][1300/7492] lr: 4.577e-02, eta: 6 days, 1:05:55, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5053, loss_cls: 8.1824, loss: 8.1824 2025-08-05 17:46:15,362 - pyskl - INFO - Epoch [29][1400/7492] lr: 4.577e-02, eta: 6 days, 1:04:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.4928, loss_cls: 8.2141, loss: 8.2141 2025-08-05 17:47:12,981 - pyskl - INFO - Epoch [29][1500/7492] lr: 4.576e-02, eta: 6 days, 1:04:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2462, top5_acc: 0.4994, loss_cls: 8.1543, loss: 8.1543 2025-08-05 17:48:09,584 - pyskl - INFO - Epoch [29][1600/7492] lr: 4.576e-02, eta: 6 days, 1:03:03, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5025, loss_cls: 8.1558, loss: 8.1558 2025-08-05 17:49:06,042 - pyskl - INFO - Epoch [29][1700/7492] lr: 4.576e-02, eta: 6 days, 1:02:02, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5006, loss_cls: 8.1859, loss: 8.1859 2025-08-05 17:50:02,609 - pyskl - INFO - Epoch [29][1800/7492] lr: 4.575e-02, eta: 6 days, 1:01:02, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5041, loss_cls: 8.1510, loss: 8.1510 2025-08-05 17:50:59,865 - pyskl - INFO - Epoch [29][1900/7492] lr: 4.575e-02, eta: 6 days, 1:00:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.4975, loss_cls: 8.2285, loss: 8.2285 2025-08-05 17:51:57,515 - pyskl - INFO - Epoch [29][2000/7492] lr: 4.575e-02, eta: 6 days, 0:59:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5022, loss_cls: 8.1906, loss: 8.1906 2025-08-05 17:52:55,009 - pyskl - INFO - Epoch [29][2100/7492] lr: 4.574e-02, eta: 6 days, 0:58:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5128, loss_cls: 8.1792, loss: 8.1792 2025-08-05 17:53:52,136 - pyskl - INFO - Epoch [29][2200/7492] lr: 4.574e-02, eta: 6 days, 0:57:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2406, top5_acc: 0.4953, loss_cls: 8.2084, loss: 8.2084 2025-08-05 17:54:48,541 - pyskl - INFO - Epoch [29][2300/7492] lr: 4.573e-02, eta: 6 days, 0:56:15, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2428, top5_acc: 0.4981, loss_cls: 8.2289, loss: 8.2289 2025-08-05 17:55:45,027 - pyskl - INFO - Epoch [29][2400/7492] lr: 4.573e-02, eta: 6 days, 0:55:14, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.5025, loss_cls: 8.1985, loss: 8.1985 2025-08-05 17:56:41,702 - pyskl - INFO - Epoch [29][2500/7492] lr: 4.573e-02, eta: 6 days, 0:54:15, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.4953, loss_cls: 8.2397, loss: 8.2397 2025-08-05 17:57:39,850 - pyskl - INFO - Epoch [29][2600/7492] lr: 4.572e-02, eta: 6 days, 0:53:21, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5053, loss_cls: 8.1173, loss: 8.1173 2025-08-05 17:58:37,387 - pyskl - INFO - Epoch [29][2700/7492] lr: 4.572e-02, eta: 6 days, 0:52:26, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.4953, loss_cls: 8.1441, loss: 8.1441 2025-08-05 17:59:34,221 - pyskl - INFO - Epoch [29][2800/7492] lr: 4.571e-02, eta: 6 days, 0:51:27, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2475, top5_acc: 0.4969, loss_cls: 8.2687, loss: 8.2687 2025-08-05 18:00:30,731 - pyskl - INFO - Epoch [29][2900/7492] lr: 4.571e-02, eta: 6 days, 0:50:26, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.4819, loss_cls: 8.1762, loss: 8.1762 2025-08-05 18:01:27,857 - pyskl - INFO - Epoch [29][3000/7492] lr: 4.571e-02, eta: 6 days, 0:49:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.4994, loss_cls: 8.2008, loss: 8.2008 2025-08-05 18:02:24,997 - pyskl - INFO - Epoch [29][3100/7492] lr: 4.570e-02, eta: 6 days, 0:48:31, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5025, loss_cls: 8.0660, loss: 8.0660 2025-08-05 18:03:22,210 - pyskl - INFO - Epoch [29][3200/7492] lr: 4.570e-02, eta: 6 days, 0:47:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2434, top5_acc: 0.4994, loss_cls: 8.1796, loss: 8.1796 2025-08-05 18:04:19,463 - pyskl - INFO - Epoch [29][3300/7492] lr: 4.569e-02, eta: 6 days, 0:46:37, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.4906, loss_cls: 8.1818, loss: 8.1818 2025-08-05 18:05:16,850 - pyskl - INFO - Epoch [29][3400/7492] lr: 4.569e-02, eta: 6 days, 0:45:40, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.4944, loss_cls: 8.2478, loss: 8.2478 2025-08-05 18:06:14,749 - pyskl - INFO - Epoch [29][3500/7492] lr: 4.569e-02, eta: 6 days, 0:44:46, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5059, loss_cls: 8.0223, loss: 8.0223 2025-08-05 18:07:12,580 - pyskl - INFO - Epoch [29][3600/7492] lr: 4.568e-02, eta: 6 days, 0:43:51, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2503, top5_acc: 0.4966, loss_cls: 8.1767, loss: 8.1767 2025-08-05 18:08:09,143 - pyskl - INFO - Epoch [29][3700/7492] lr: 4.568e-02, eta: 6 days, 0:42:51, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5050, loss_cls: 8.0917, loss: 8.0917 2025-08-05 18:09:06,528 - pyskl - INFO - Epoch [29][3800/7492] lr: 4.567e-02, eta: 6 days, 0:41:54, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5044, loss_cls: 8.2333, loss: 8.2333 2025-08-05 18:10:04,007 - pyskl - INFO - Epoch [29][3900/7492] lr: 4.567e-02, eta: 6 days, 0:40:58, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5059, loss_cls: 8.1049, loss: 8.1049 2025-08-05 18:11:01,619 - pyskl - INFO - Epoch [29][4000/7492] lr: 4.567e-02, eta: 6 days, 0:40:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5016, loss_cls: 8.1673, loss: 8.1673 2025-08-05 18:11:59,368 - pyskl - INFO - Epoch [29][4100/7492] lr: 4.566e-02, eta: 6 days, 0:39:08, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5197, loss_cls: 8.0694, loss: 8.0694 2025-08-05 18:12:56,694 - pyskl - INFO - Epoch [29][4200/7492] lr: 4.566e-02, eta: 6 days, 0:38:11, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.4963, loss_cls: 8.1812, loss: 8.1812 2025-08-05 18:13:53,791 - pyskl - INFO - Epoch [29][4300/7492] lr: 4.566e-02, eta: 6 days, 0:37:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5175, loss_cls: 8.1105, loss: 8.1105 2025-08-05 18:14:50,450 - pyskl - INFO - Epoch [29][4400/7492] lr: 4.565e-02, eta: 6 days, 0:36:13, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.4969, loss_cls: 8.1604, loss: 8.1604 2025-08-05 18:15:48,757 - pyskl - INFO - Epoch [29][4500/7492] lr: 4.565e-02, eta: 6 days, 0:35:21, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5066, loss_cls: 8.1165, loss: 8.1165 2025-08-05 18:16:47,193 - pyskl - INFO - Epoch [29][4600/7492] lr: 4.564e-02, eta: 6 days, 0:34:29, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.4900, loss_cls: 8.2347, loss: 8.2347 2025-08-05 18:17:45,642 - pyskl - INFO - Epoch [29][4700/7492] lr: 4.564e-02, eta: 6 days, 0:33:36, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.5000, loss_cls: 8.0782, loss: 8.0782 2025-08-05 18:18:44,018 - pyskl - INFO - Epoch [29][4800/7492] lr: 4.564e-02, eta: 6 days, 0:32:44, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.5000, loss_cls: 8.1755, loss: 8.1755 2025-08-05 18:19:42,393 - pyskl - INFO - Epoch [29][4900/7492] lr: 4.563e-02, eta: 6 days, 0:31:52, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.4984, loss_cls: 8.2436, loss: 8.2436 2025-08-05 18:20:41,088 - pyskl - INFO - Epoch [29][5000/7492] lr: 4.563e-02, eta: 6 days, 0:31:01, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5009, loss_cls: 8.1676, loss: 8.1676 2025-08-05 18:21:39,917 - pyskl - INFO - Epoch [29][5100/7492] lr: 4.562e-02, eta: 6 days, 0:30:10, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5066, loss_cls: 8.0935, loss: 8.0935 2025-08-05 18:22:38,786 - pyskl - INFO - Epoch [29][5200/7492] lr: 4.562e-02, eta: 6 days, 0:29:20, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5103, loss_cls: 8.1336, loss: 8.1336 2025-08-05 18:23:37,717 - pyskl - INFO - Epoch [29][5300/7492] lr: 4.562e-02, eta: 6 days, 0:28:30, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.4919, loss_cls: 8.2707, loss: 8.2707 2025-08-05 18:24:35,449 - pyskl - INFO - Epoch [29][5400/7492] lr: 4.561e-02, eta: 6 days, 0:27:35, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5009, loss_cls: 8.0689, loss: 8.0689 2025-08-05 18:25:32,718 - pyskl - INFO - Epoch [29][5500/7492] lr: 4.561e-02, eta: 6 days, 0:26:37, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2459, top5_acc: 0.4894, loss_cls: 8.2550, loss: 8.2550 2025-08-05 18:26:29,138 - pyskl - INFO - Epoch [29][5600/7492] lr: 4.560e-02, eta: 6 days, 0:25:37, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5038, loss_cls: 8.1406, loss: 8.1406 2025-08-05 18:27:26,175 - pyskl - INFO - Epoch [29][5700/7492] lr: 4.560e-02, eta: 6 days, 0:24:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.4866, loss_cls: 8.2455, loss: 8.2455 2025-08-05 18:28:22,907 - pyskl - INFO - Epoch [29][5800/7492] lr: 4.560e-02, eta: 6 days, 0:23:39, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2528, top5_acc: 0.5000, loss_cls: 8.1768, loss: 8.1768 2025-08-05 18:29:19,872 - pyskl - INFO - Epoch [29][5900/7492] lr: 4.559e-02, eta: 6 days, 0:22:41, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5119, loss_cls: 8.1500, loss: 8.1500 2025-08-05 18:30:16,902 - pyskl - INFO - Epoch [29][6000/7492] lr: 4.559e-02, eta: 6 days, 0:21:43, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.4916, loss_cls: 8.1754, loss: 8.1754 2025-08-05 18:31:13,798 - pyskl - INFO - Epoch [29][6100/7492] lr: 4.558e-02, eta: 6 days, 0:20:44, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5088, loss_cls: 8.1254, loss: 8.1254 2025-08-05 18:32:10,546 - pyskl - INFO - Epoch [29][6200/7492] lr: 4.558e-02, eta: 6 days, 0:19:45, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5062, loss_cls: 8.1415, loss: 8.1415 2025-08-05 18:33:07,041 - pyskl - INFO - Epoch [29][6300/7492] lr: 4.558e-02, eta: 6 days, 0:18:45, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.4984, loss_cls: 8.1788, loss: 8.1788 2025-08-05 18:34:04,004 - pyskl - INFO - Epoch [29][6400/7492] lr: 4.557e-02, eta: 6 days, 0:17:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.4944, loss_cls: 8.2124, loss: 8.2124 2025-08-05 18:35:01,005 - pyskl - INFO - Epoch [29][6500/7492] lr: 4.557e-02, eta: 6 days, 0:16:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5066, loss_cls: 8.0644, loss: 8.0644 2025-08-05 18:35:57,551 - pyskl - INFO - Epoch [29][6600/7492] lr: 4.556e-02, eta: 6 days, 0:15:48, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.4988, loss_cls: 8.0685, loss: 8.0685 2025-08-05 18:36:54,238 - pyskl - INFO - Epoch [29][6700/7492] lr: 4.556e-02, eta: 6 days, 0:14:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.4994, loss_cls: 8.1284, loss: 8.1284 2025-08-05 18:37:50,915 - pyskl - INFO - Epoch [29][6800/7492] lr: 4.556e-02, eta: 6 days, 0:13:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5128, loss_cls: 8.1161, loss: 8.1161 2025-08-05 18:38:47,549 - pyskl - INFO - Epoch [29][6900/7492] lr: 4.555e-02, eta: 6 days, 0:12:49, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5097, loss_cls: 8.1563, loss: 8.1563 2025-08-05 18:39:44,760 - pyskl - INFO - Epoch [29][7000/7492] lr: 4.555e-02, eta: 6 days, 0:11:52, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.4894, loss_cls: 8.2513, loss: 8.2513 2025-08-05 18:40:42,451 - pyskl - INFO - Epoch [29][7100/7492] lr: 4.554e-02, eta: 6 days, 0:10:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.5009, loss_cls: 8.1315, loss: 8.1315 2025-08-05 18:41:41,094 - pyskl - INFO - Epoch [29][7200/7492] lr: 4.554e-02, eta: 6 days, 0:10:05, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 8.1966, loss: 8.1966 2025-08-05 18:42:37,813 - pyskl - INFO - Epoch [29][7300/7492] lr: 4.554e-02, eta: 6 days, 0:09:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.4994, loss_cls: 8.2138, loss: 8.2138 2025-08-05 18:43:34,654 - pyskl - INFO - Epoch [29][7400/7492] lr: 4.553e-02, eta: 6 days, 0:08:07, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2400, top5_acc: 0.4972, loss_cls: 8.1868, loss: 8.1868 2025-08-05 18:44:28,295 - pyskl - INFO - Saving checkpoint at 29 epochs 2025-08-05 18:45:16,904 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 18:45:17,580 - pyskl - INFO - top1_acc 0.2115 top5_acc 0.4444 2025-08-05 18:45:17,580 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 18:45:17,628 - pyskl - INFO - mean_acc 0.2113 2025-08-05 18:45:17,642 - pyskl - INFO - Epoch(val) [29][617] top1_acc: 0.2115, top5_acc: 0.4444, mean_class_accuracy: 0.2113 2025-08-05 18:46:47,398 - pyskl - INFO - Epoch [30][100/7492] lr: 4.552e-02, eta: 6 days, 0:04:53, time: 0.897, data_time: 0.330, memory: 11068, top1_acc: 0.2434, top5_acc: 0.4938, loss_cls: 8.1825, loss: 8.1825 2025-08-05 18:47:44,079 - pyskl - INFO - Epoch [30][200/7492] lr: 4.552e-02, eta: 6 days, 0:03:53, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5162, loss_cls: 8.0308, loss: 8.0308 2025-08-05 18:48:40,870 - pyskl - INFO - Epoch [30][300/7492] lr: 4.552e-02, eta: 6 days, 0:02:54, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.5047, loss_cls: 8.1730, loss: 8.1730 2025-08-05 18:49:38,721 - pyskl - INFO - Epoch [30][400/7492] lr: 4.551e-02, eta: 6 days, 0:02:00, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5028, loss_cls: 8.1430, loss: 8.1430 2025-08-05 18:50:37,500 - pyskl - INFO - Epoch [30][500/7492] lr: 4.551e-02, eta: 6 days, 0:01:09, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5166, loss_cls: 8.0730, loss: 8.0730 2025-08-05 18:51:36,028 - pyskl - INFO - Epoch [30][600/7492] lr: 4.550e-02, eta: 6 days, 0:00:17, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.5003, loss_cls: 8.1595, loss: 8.1595 2025-08-05 18:52:33,754 - pyskl - INFO - Epoch [30][700/7492] lr: 4.550e-02, eta: 5 days, 23:59:22, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5238, loss_cls: 8.0292, loss: 8.0292 2025-08-05 18:53:31,622 - pyskl - INFO - Epoch [30][800/7492] lr: 4.550e-02, eta: 5 days, 23:58:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5144, loss_cls: 8.0840, loss: 8.0840 2025-08-05 18:54:28,459 - pyskl - INFO - Epoch [30][900/7492] lr: 4.549e-02, eta: 5 days, 23:57:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.4913, loss_cls: 8.3150, loss: 8.3150 2025-08-05 18:55:24,935 - pyskl - INFO - Epoch [30][1000/7492] lr: 4.549e-02, eta: 5 days, 23:56:28, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.5184, loss_cls: 8.0948, loss: 8.0948 2025-08-05 18:56:22,430 - pyskl - INFO - Epoch [30][1100/7492] lr: 4.548e-02, eta: 5 days, 23:55:32, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.4878, loss_cls: 8.2130, loss: 8.2130 2025-08-05 18:57:20,337 - pyskl - INFO - Epoch [30][1200/7492] lr: 4.548e-02, eta: 5 days, 23:54:38, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5200, loss_cls: 8.0881, loss: 8.0881 2025-08-05 18:58:18,473 - pyskl - INFO - Epoch [30][1300/7492] lr: 4.548e-02, eta: 5 days, 23:53:44, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5184, loss_cls: 8.0491, loss: 8.0491 2025-08-05 18:59:15,679 - pyskl - INFO - Epoch [30][1400/7492] lr: 4.547e-02, eta: 5 days, 23:52:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.5022, loss_cls: 8.1288, loss: 8.1288 2025-08-05 19:00:13,289 - pyskl - INFO - Epoch [30][1500/7492] lr: 4.547e-02, eta: 5 days, 23:51:51, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.4959, loss_cls: 8.3015, loss: 8.3015 2025-08-05 19:01:09,799 - pyskl - INFO - Epoch [30][1600/7492] lr: 4.546e-02, eta: 5 days, 23:50:51, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5006, loss_cls: 8.1321, loss: 8.1321 2025-08-05 19:02:06,197 - pyskl - INFO - Epoch [30][1700/7492] lr: 4.546e-02, eta: 5 days, 23:49:51, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.5016, loss_cls: 8.1786, loss: 8.1786 2025-08-05 19:03:03,125 - pyskl - INFO - Epoch [30][1800/7492] lr: 4.546e-02, eta: 5 days, 23:48:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.4953, loss_cls: 8.1049, loss: 8.1049 2025-08-05 19:04:02,411 - pyskl - INFO - Epoch [30][1900/7492] lr: 4.545e-02, eta: 5 days, 23:48:03, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2412, top5_acc: 0.4950, loss_cls: 8.2222, loss: 8.2222 2025-08-05 19:05:01,209 - pyskl - INFO - Epoch [30][2000/7492] lr: 4.545e-02, eta: 5 days, 23:47:13, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.4988, loss_cls: 8.1588, loss: 8.1588 2025-08-05 19:05:58,061 - pyskl - INFO - Epoch [30][2100/7492] lr: 4.544e-02, eta: 5 days, 23:46:14, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.5019, loss_cls: 8.2019, loss: 8.2019 2025-08-05 19:06:56,464 - pyskl - INFO - Epoch [30][2200/7492] lr: 4.544e-02, eta: 5 days, 23:45:22, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2528, top5_acc: 0.5066, loss_cls: 8.1065, loss: 8.1065 2025-08-05 19:07:53,894 - pyskl - INFO - Epoch [30][2300/7492] lr: 4.544e-02, eta: 5 days, 23:44:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.4891, loss_cls: 8.1466, loss: 8.1466 2025-08-05 19:08:52,603 - pyskl - INFO - Epoch [30][2400/7492] lr: 4.543e-02, eta: 5 days, 23:43:34, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5031, loss_cls: 8.0886, loss: 8.0886 2025-08-05 19:09:50,254 - pyskl - INFO - Epoch [30][2500/7492] lr: 4.543e-02, eta: 5 days, 23:42:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.4988, loss_cls: 8.2163, loss: 8.2163 2025-08-05 19:10:48,426 - pyskl - INFO - Epoch [30][2600/7492] lr: 4.542e-02, eta: 5 days, 23:41:45, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2462, top5_acc: 0.4988, loss_cls: 8.2518, loss: 8.2518 2025-08-05 19:11:45,523 - pyskl - INFO - Epoch [30][2700/7492] lr: 4.542e-02, eta: 5 days, 23:40:47, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.5025, loss_cls: 8.1560, loss: 8.1560 2025-08-05 19:12:43,352 - pyskl - INFO - Epoch [30][2800/7492] lr: 4.542e-02, eta: 5 days, 23:39:53, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2528, top5_acc: 0.4969, loss_cls: 8.1417, loss: 8.1417 2025-08-05 19:13:41,466 - pyskl - INFO - Epoch [30][2900/7492] lr: 4.541e-02, eta: 5 days, 23:38:59, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2466, top5_acc: 0.5000, loss_cls: 8.1989, loss: 8.1989 2025-08-05 19:14:38,447 - pyskl - INFO - Epoch [30][3000/7492] lr: 4.541e-02, eta: 5 days, 23:38:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.4963, loss_cls: 8.1795, loss: 8.1795 2025-08-05 19:15:35,409 - pyskl - INFO - Epoch [30][3100/7492] lr: 4.540e-02, eta: 5 days, 23:37:02, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2503, top5_acc: 0.5041, loss_cls: 8.1696, loss: 8.1696 2025-08-05 19:16:31,967 - pyskl - INFO - Epoch [30][3200/7492] lr: 4.540e-02, eta: 5 days, 23:36:03, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5103, loss_cls: 8.1628, loss: 8.1628 2025-08-05 19:17:28,815 - pyskl - INFO - Epoch [30][3300/7492] lr: 4.540e-02, eta: 5 days, 23:35:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5016, loss_cls: 8.1929, loss: 8.1929 2025-08-05 19:18:26,311 - pyskl - INFO - Epoch [30][3400/7492] lr: 4.539e-02, eta: 5 days, 23:34:08, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5000, loss_cls: 8.1980, loss: 8.1980 2025-08-05 19:19:23,629 - pyskl - INFO - Epoch [30][3500/7492] lr: 4.539e-02, eta: 5 days, 23:33:11, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5000, loss_cls: 8.1164, loss: 8.1164 2025-08-05 19:20:21,320 - pyskl - INFO - Epoch [30][3600/7492] lr: 4.538e-02, eta: 5 days, 23:32:15, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2456, top5_acc: 0.4981, loss_cls: 8.1999, loss: 8.1999 2025-08-05 19:21:20,216 - pyskl - INFO - Epoch [30][3700/7492] lr: 4.538e-02, eta: 5 days, 23:31:25, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.4997, loss_cls: 8.1614, loss: 8.1614 2025-08-05 19:22:17,692 - pyskl - INFO - Epoch [30][3800/7492] lr: 4.538e-02, eta: 5 days, 23:30:29, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.4978, loss_cls: 8.2227, loss: 8.2227 2025-08-05 19:23:14,922 - pyskl - INFO - Epoch [30][3900/7492] lr: 4.537e-02, eta: 5 days, 23:29:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5034, loss_cls: 8.1600, loss: 8.1600 2025-08-05 19:24:12,183 - pyskl - INFO - Epoch [30][4000/7492] lr: 4.537e-02, eta: 5 days, 23:28:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.4947, loss_cls: 8.1440, loss: 8.1440 2025-08-05 19:25:09,045 - pyskl - INFO - Epoch [30][4100/7492] lr: 4.536e-02, eta: 5 days, 23:27:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5044, loss_cls: 8.1931, loss: 8.1931 2025-08-05 19:26:06,105 - pyskl - INFO - Epoch [30][4200/7492] lr: 4.536e-02, eta: 5 days, 23:26:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.4922, loss_cls: 8.1224, loss: 8.1224 2025-08-05 19:27:03,231 - pyskl - INFO - Epoch [30][4300/7492] lr: 4.536e-02, eta: 5 days, 23:25:40, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.5034, loss_cls: 8.1091, loss: 8.1091 2025-08-05 19:28:00,217 - pyskl - INFO - Epoch [30][4400/7492] lr: 4.535e-02, eta: 5 days, 23:24:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.4919, loss_cls: 8.2251, loss: 8.2251 2025-08-05 19:28:57,728 - pyskl - INFO - Epoch [30][4500/7492] lr: 4.535e-02, eta: 5 days, 23:23:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.4959, loss_cls: 8.2637, loss: 8.2637 2025-08-05 19:29:55,412 - pyskl - INFO - Epoch [30][4600/7492] lr: 4.534e-02, eta: 5 days, 23:22:50, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.4953, loss_cls: 8.1969, loss: 8.1969 2025-08-05 19:30:53,211 - pyskl - INFO - Epoch [30][4700/7492] lr: 4.534e-02, eta: 5 days, 23:21:55, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.4822, loss_cls: 8.2053, loss: 8.2053 2025-08-05 19:31:50,143 - pyskl - INFO - Epoch [30][4800/7492] lr: 4.534e-02, eta: 5 days, 23:20:57, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2437, top5_acc: 0.4963, loss_cls: 8.2393, loss: 8.2393 2025-08-05 19:32:47,057 - pyskl - INFO - Epoch [30][4900/7492] lr: 4.533e-02, eta: 5 days, 23:19:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5047, loss_cls: 8.0954, loss: 8.0954 2025-08-05 19:33:43,759 - pyskl - INFO - Epoch [30][5000/7492] lr: 4.533e-02, eta: 5 days, 23:18:59, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5034, loss_cls: 8.1627, loss: 8.1627 2025-08-05 19:34:40,873 - pyskl - INFO - Epoch [30][5100/7492] lr: 4.532e-02, eta: 5 days, 23:18:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.5050, loss_cls: 8.1327, loss: 8.1327 2025-08-05 19:35:37,692 - pyskl - INFO - Epoch [30][5200/7492] lr: 4.532e-02, eta: 5 days, 23:17:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.4869, loss_cls: 8.1638, loss: 8.1638 2025-08-05 19:36:35,022 - pyskl - INFO - Epoch [30][5300/7492] lr: 4.532e-02, eta: 5 days, 23:16:06, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.5078, loss_cls: 8.1672, loss: 8.1672 2025-08-05 19:37:32,475 - pyskl - INFO - Epoch [30][5400/7492] lr: 4.531e-02, eta: 5 days, 23:15:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5062, loss_cls: 8.1462, loss: 8.1462 2025-08-05 19:38:29,913 - pyskl - INFO - Epoch [30][5500/7492] lr: 4.531e-02, eta: 5 days, 23:14:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5072, loss_cls: 8.1480, loss: 8.1480 2025-08-05 19:39:27,114 - pyskl - INFO - Epoch [30][5600/7492] lr: 4.530e-02, eta: 5 days, 23:13:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5028, loss_cls: 8.1064, loss: 8.1064 2025-08-05 19:40:24,403 - pyskl - INFO - Epoch [30][5700/7492] lr: 4.530e-02, eta: 5 days, 23:12:19, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.5181, loss_cls: 8.0786, loss: 8.0786 2025-08-05 19:41:21,615 - pyskl - INFO - Epoch [30][5800/7492] lr: 4.529e-02, eta: 5 days, 23:11:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5062, loss_cls: 8.1533, loss: 8.1533 2025-08-05 19:42:19,013 - pyskl - INFO - Epoch [30][5900/7492] lr: 4.529e-02, eta: 5 days, 23:10:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5028, loss_cls: 8.1340, loss: 8.1340 2025-08-05 19:43:16,217 - pyskl - INFO - Epoch [30][6000/7492] lr: 4.529e-02, eta: 5 days, 23:09:28, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5034, loss_cls: 8.1445, loss: 8.1445 2025-08-05 19:44:13,459 - pyskl - INFO - Epoch [30][6100/7492] lr: 4.528e-02, eta: 5 days, 23:08:30, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5012, loss_cls: 8.1056, loss: 8.1056 2025-08-05 19:45:10,532 - pyskl - INFO - Epoch [30][6200/7492] lr: 4.528e-02, eta: 5 days, 23:07:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.5047, loss_cls: 8.2101, loss: 8.2101 2025-08-05 19:46:07,884 - pyskl - INFO - Epoch [30][6300/7492] lr: 4.527e-02, eta: 5 days, 23:06:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.4922, loss_cls: 8.2431, loss: 8.2431 2025-08-05 19:47:05,620 - pyskl - INFO - Epoch [30][6400/7492] lr: 4.527e-02, eta: 5 days, 23:05:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5169, loss_cls: 8.1192, loss: 8.1192 2025-08-05 19:48:04,231 - pyskl - INFO - Epoch [30][6500/7492] lr: 4.527e-02, eta: 5 days, 23:04:49, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.5041, loss_cls: 8.1940, loss: 8.1940 2025-08-05 19:49:02,367 - pyskl - INFO - Epoch [30][6600/7492] lr: 4.526e-02, eta: 5 days, 23:03:55, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2469, top5_acc: 0.4819, loss_cls: 8.2789, loss: 8.2789 2025-08-05 19:50:00,468 - pyskl - INFO - Epoch [30][6700/7492] lr: 4.526e-02, eta: 5 days, 23:03:02, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5053, loss_cls: 8.0672, loss: 8.0672 2025-08-05 19:50:58,094 - pyskl - INFO - Epoch [30][6800/7492] lr: 4.525e-02, eta: 5 days, 23:02:06, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2403, top5_acc: 0.5056, loss_cls: 8.1071, loss: 8.1071 2025-08-05 19:51:55,605 - pyskl - INFO - Epoch [30][6900/7492] lr: 4.525e-02, eta: 5 days, 23:01:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.5128, loss_cls: 8.1249, loss: 8.1249 2025-08-05 19:52:54,103 - pyskl - INFO - Epoch [30][7000/7492] lr: 4.525e-02, eta: 5 days, 23:00:18, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2437, top5_acc: 0.4828, loss_cls: 8.2334, loss: 8.2334 2025-08-05 19:53:51,838 - pyskl - INFO - Epoch [30][7100/7492] lr: 4.524e-02, eta: 5 days, 22:59:22, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5056, loss_cls: 8.1081, loss: 8.1081 2025-08-05 19:54:50,829 - pyskl - INFO - Epoch [30][7200/7492] lr: 4.524e-02, eta: 5 days, 22:58:32, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5116, loss_cls: 8.1063, loss: 8.1063 2025-08-05 19:55:49,894 - pyskl - INFO - Epoch [30][7300/7492] lr: 4.523e-02, eta: 5 days, 22:57:42, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.4922, loss_cls: 8.2390, loss: 8.2390 2025-08-05 19:56:48,961 - pyskl - INFO - Epoch [30][7400/7492] lr: 4.523e-02, eta: 5 days, 22:56:52, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5091, loss_cls: 8.0681, loss: 8.0681 2025-08-05 19:57:44,976 - pyskl - INFO - Saving checkpoint at 30 epochs 2025-08-05 19:58:35,555 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 19:58:36,221 - pyskl - INFO - top1_acc 0.2156 top5_acc 0.4518 2025-08-05 19:58:36,221 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 19:58:36,263 - pyskl - INFO - mean_acc 0.2153 2025-08-05 19:58:36,276 - pyskl - INFO - Epoch(val) [30][617] top1_acc: 0.2156, top5_acc: 0.4518, mean_class_accuracy: 0.2153 2025-08-05 20:00:08,749 - pyskl - INFO - Epoch [31][100/7492] lr: 4.522e-02, eta: 5 days, 22:53:53, time: 0.925, data_time: 0.331, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5244, loss_cls: 8.0576, loss: 8.0576 2025-08-05 20:01:05,693 - pyskl - INFO - Epoch [31][200/7492] lr: 4.522e-02, eta: 5 days, 22:52:54, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5166, loss_cls: 8.0801, loss: 8.0801 2025-08-05 20:02:02,681 - pyskl - INFO - Epoch [31][300/7492] lr: 4.521e-02, eta: 5 days, 22:51:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5134, loss_cls: 8.0744, loss: 8.0744 2025-08-05 20:02:59,907 - pyskl - INFO - Epoch [31][400/7492] lr: 4.521e-02, eta: 5 days, 22:50:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.5050, loss_cls: 8.1113, loss: 8.1113 2025-08-05 20:03:57,354 - pyskl - INFO - Epoch [31][500/7492] lr: 4.520e-02, eta: 5 days, 22:50:03, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.4997, loss_cls: 8.1002, loss: 8.1002 2025-08-05 20:04:54,589 - pyskl - INFO - Epoch [31][600/7492] lr: 4.520e-02, eta: 5 days, 22:49:05, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5244, loss_cls: 8.0541, loss: 8.0541 2025-08-05 20:05:52,844 - pyskl - INFO - Epoch [31][700/7492] lr: 4.520e-02, eta: 5 days, 22:48:12, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 8.1456, loss: 8.1456 2025-08-05 20:06:50,177 - pyskl - INFO - Epoch [31][800/7492] lr: 4.519e-02, eta: 5 days, 22:47:16, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5050, loss_cls: 8.1652, loss: 8.1652 2025-08-05 20:07:48,255 - pyskl - INFO - Epoch [31][900/7492] lr: 4.519e-02, eta: 5 days, 22:46:22, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.4941, loss_cls: 8.2036, loss: 8.2036 2025-08-05 20:08:45,421 - pyskl - INFO - Epoch [31][1000/7492] lr: 4.518e-02, eta: 5 days, 22:45:24, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5059, loss_cls: 8.1150, loss: 8.1150 2025-08-05 20:09:42,284 - pyskl - INFO - Epoch [31][1100/7492] lr: 4.518e-02, eta: 5 days, 22:44:26, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5041, loss_cls: 8.1054, loss: 8.1054 2025-08-05 20:10:39,715 - pyskl - INFO - Epoch [31][1200/7492] lr: 4.518e-02, eta: 5 days, 22:43:29, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5091, loss_cls: 8.0867, loss: 8.0867 2025-08-05 20:11:36,532 - pyskl - INFO - Epoch [31][1300/7492] lr: 4.517e-02, eta: 5 days, 22:42:30, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5000, loss_cls: 8.1336, loss: 8.1336 2025-08-05 20:12:33,608 - pyskl - INFO - Epoch [31][1400/7492] lr: 4.517e-02, eta: 5 days, 22:41:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.4956, loss_cls: 8.1670, loss: 8.1670 2025-08-05 20:13:30,403 - pyskl - INFO - Epoch [31][1500/7492] lr: 4.516e-02, eta: 5 days, 22:40:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.4938, loss_cls: 8.1746, loss: 8.1746 2025-08-05 20:14:28,079 - pyskl - INFO - Epoch [31][1600/7492] lr: 4.516e-02, eta: 5 days, 22:39:38, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5091, loss_cls: 8.1367, loss: 8.1367 2025-08-05 20:15:26,996 - pyskl - INFO - Epoch [31][1700/7492] lr: 4.516e-02, eta: 5 days, 22:38:47, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5000, loss_cls: 8.1462, loss: 8.1462 2025-08-05 20:16:26,147 - pyskl - INFO - Epoch [31][1800/7492] lr: 4.515e-02, eta: 5 days, 22:37:58, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.4969, loss_cls: 8.2278, loss: 8.2278 2025-08-05 20:17:24,545 - pyskl - INFO - Epoch [31][1900/7492] lr: 4.515e-02, eta: 5 days, 22:37:05, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5184, loss_cls: 8.0400, loss: 8.0400 2025-08-05 20:18:21,738 - pyskl - INFO - Epoch [31][2000/7492] lr: 4.514e-02, eta: 5 days, 22:36:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5166, loss_cls: 8.0975, loss: 8.0975 2025-08-05 20:19:20,296 - pyskl - INFO - Epoch [31][2100/7492] lr: 4.514e-02, eta: 5 days, 22:35:16, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5112, loss_cls: 8.1548, loss: 8.1548 2025-08-05 20:20:18,462 - pyskl - INFO - Epoch [31][2200/7492] lr: 4.513e-02, eta: 5 days, 22:34:22, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2491, top5_acc: 0.4931, loss_cls: 8.2793, loss: 8.2793 2025-08-05 20:21:16,083 - pyskl - INFO - Epoch [31][2300/7492] lr: 4.513e-02, eta: 5 days, 22:33:27, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5153, loss_cls: 8.0671, loss: 8.0671 2025-08-05 20:22:13,061 - pyskl - INFO - Epoch [31][2400/7492] lr: 4.513e-02, eta: 5 days, 22:32:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5131, loss_cls: 8.0228, loss: 8.0228 2025-08-05 20:23:11,455 - pyskl - INFO - Epoch [31][2500/7492] lr: 4.512e-02, eta: 5 days, 22:31:36, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.4975, loss_cls: 8.1957, loss: 8.1957 2025-08-05 20:24:09,940 - pyskl - INFO - Epoch [31][2600/7492] lr: 4.512e-02, eta: 5 days, 22:30:44, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5153, loss_cls: 8.0772, loss: 8.0772 2025-08-05 20:25:08,694 - pyskl - INFO - Epoch [31][2700/7492] lr: 4.511e-02, eta: 5 days, 22:29:52, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5044, loss_cls: 8.1296, loss: 8.1296 2025-08-05 20:26:06,890 - pyskl - INFO - Epoch [31][2800/7492] lr: 4.511e-02, eta: 5 days, 22:28:59, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5028, loss_cls: 8.2196, loss: 8.2196 2025-08-05 20:27:05,537 - pyskl - INFO - Epoch [31][2900/7492] lr: 4.511e-02, eta: 5 days, 22:28:07, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2484, top5_acc: 0.4934, loss_cls: 8.1672, loss: 8.1672 2025-08-05 20:28:02,560 - pyskl - INFO - Epoch [31][3000/7492] lr: 4.510e-02, eta: 5 days, 22:27:09, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5112, loss_cls: 8.1427, loss: 8.1427 2025-08-05 20:28:59,834 - pyskl - INFO - Epoch [31][3100/7492] lr: 4.510e-02, eta: 5 days, 22:26:12, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5025, loss_cls: 8.0865, loss: 8.0865 2025-08-05 20:29:56,749 - pyskl - INFO - Epoch [31][3200/7492] lr: 4.509e-02, eta: 5 days, 22:25:14, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5050, loss_cls: 8.1031, loss: 8.1031 2025-08-05 20:30:54,040 - pyskl - INFO - Epoch [31][3300/7492] lr: 4.509e-02, eta: 5 days, 22:24:17, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5034, loss_cls: 8.2379, loss: 8.2379 2025-08-05 20:31:51,847 - pyskl - INFO - Epoch [31][3400/7492] lr: 4.508e-02, eta: 5 days, 22:23:22, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5200, loss_cls: 8.0581, loss: 8.0581 2025-08-05 20:32:49,782 - pyskl - INFO - Epoch [31][3500/7492] lr: 4.508e-02, eta: 5 days, 22:22:27, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5153, loss_cls: 8.1480, loss: 8.1480 2025-08-05 20:33:46,426 - pyskl - INFO - Epoch [31][3600/7492] lr: 4.508e-02, eta: 5 days, 22:21:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5122, loss_cls: 8.1220, loss: 8.1220 2025-08-05 20:34:45,319 - pyskl - INFO - Epoch [31][3700/7492] lr: 4.507e-02, eta: 5 days, 22:20:37, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.4991, loss_cls: 8.1554, loss: 8.1554 2025-08-05 20:35:44,208 - pyskl - INFO - Epoch [31][3800/7492] lr: 4.507e-02, eta: 5 days, 22:19:46, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.5056, loss_cls: 8.1134, loss: 8.1134 2025-08-05 20:36:42,975 - pyskl - INFO - Epoch [31][3900/7492] lr: 4.506e-02, eta: 5 days, 22:18:55, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5116, loss_cls: 8.1184, loss: 8.1184 2025-08-05 20:37:41,883 - pyskl - INFO - Epoch [31][4000/7492] lr: 4.506e-02, eta: 5 days, 22:18:04, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.4994, loss_cls: 8.1954, loss: 8.1954 2025-08-05 20:38:40,708 - pyskl - INFO - Epoch [31][4100/7492] lr: 4.506e-02, eta: 5 days, 22:17:13, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.4969, loss_cls: 8.1740, loss: 8.1740 2025-08-05 20:39:38,768 - pyskl - INFO - Epoch [31][4200/7492] lr: 4.505e-02, eta: 5 days, 22:16:19, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2372, top5_acc: 0.4919, loss_cls: 8.1843, loss: 8.1843 2025-08-05 20:40:36,667 - pyskl - INFO - Epoch [31][4300/7492] lr: 4.505e-02, eta: 5 days, 22:15:24, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.4916, loss_cls: 8.1738, loss: 8.1738 2025-08-05 20:41:34,675 - pyskl - INFO - Epoch [31][4400/7492] lr: 4.504e-02, eta: 5 days, 22:14:30, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2459, top5_acc: 0.4972, loss_cls: 8.2161, loss: 8.2161 2025-08-05 20:42:32,713 - pyskl - INFO - Epoch [31][4500/7492] lr: 4.504e-02, eta: 5 days, 22:13:36, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.4991, loss_cls: 8.2132, loss: 8.2132 2025-08-05 20:43:31,108 - pyskl - INFO - Epoch [31][4600/7492] lr: 4.503e-02, eta: 5 days, 22:12:43, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.4963, loss_cls: 8.1525, loss: 8.1525 2025-08-05 20:44:28,547 - pyskl - INFO - Epoch [31][4700/7492] lr: 4.503e-02, eta: 5 days, 22:11:47, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2434, top5_acc: 0.5003, loss_cls: 8.1949, loss: 8.1949 2025-08-05 20:45:26,988 - pyskl - INFO - Epoch [31][4800/7492] lr: 4.503e-02, eta: 5 days, 22:10:54, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5122, loss_cls: 8.0622, loss: 8.0622 2025-08-05 20:46:25,339 - pyskl - INFO - Epoch [31][4900/7492] lr: 4.502e-02, eta: 5 days, 22:10:01, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.4972, loss_cls: 8.1901, loss: 8.1901 2025-08-05 20:47:24,362 - pyskl - INFO - Epoch [31][5000/7492] lr: 4.502e-02, eta: 5 days, 22:09:11, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5234, loss_cls: 8.0330, loss: 8.0330 2025-08-05 20:48:23,264 - pyskl - INFO - Epoch [31][5100/7492] lr: 4.501e-02, eta: 5 days, 22:08:20, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5016, loss_cls: 8.2020, loss: 8.2020 2025-08-05 20:49:20,156 - pyskl - INFO - Epoch [31][5200/7492] lr: 4.501e-02, eta: 5 days, 22:07:22, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.4963, loss_cls: 8.2380, loss: 8.2380 2025-08-05 20:50:17,834 - pyskl - INFO - Epoch [31][5300/7492] lr: 4.501e-02, eta: 5 days, 22:06:26, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.4997, loss_cls: 8.1535, loss: 8.1535 2025-08-05 20:51:16,183 - pyskl - INFO - Epoch [31][5400/7492] lr: 4.500e-02, eta: 5 days, 22:05:33, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5003, loss_cls: 8.1690, loss: 8.1690 2025-08-05 20:52:13,062 - pyskl - INFO - Epoch [31][5500/7492] lr: 4.500e-02, eta: 5 days, 22:04:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.4972, loss_cls: 8.1723, loss: 8.1723 2025-08-05 20:53:10,127 - pyskl - INFO - Epoch [31][5600/7492] lr: 4.499e-02, eta: 5 days, 22:03:37, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.4991, loss_cls: 8.1778, loss: 8.1778 2025-08-05 20:54:07,932 - pyskl - INFO - Epoch [31][5700/7492] lr: 4.499e-02, eta: 5 days, 22:02:42, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2434, top5_acc: 0.4847, loss_cls: 8.2230, loss: 8.2230 2025-08-05 20:55:05,754 - pyskl - INFO - Epoch [31][5800/7492] lr: 4.498e-02, eta: 5 days, 22:01:47, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5084, loss_cls: 8.1747, loss: 8.1747 2025-08-05 20:56:03,037 - pyskl - INFO - Epoch [31][5900/7492] lr: 4.498e-02, eta: 5 days, 22:00:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.4984, loss_cls: 8.1943, loss: 8.1943 2025-08-05 20:57:01,270 - pyskl - INFO - Epoch [31][6000/7492] lr: 4.498e-02, eta: 5 days, 21:59:56, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5166, loss_cls: 8.1484, loss: 8.1484 2025-08-05 20:57:58,703 - pyskl - INFO - Epoch [31][6100/7492] lr: 4.497e-02, eta: 5 days, 21:59:00, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.4828, loss_cls: 8.2010, loss: 8.2010 2025-08-05 20:58:57,437 - pyskl - INFO - Epoch [31][6200/7492] lr: 4.497e-02, eta: 5 days, 21:58:08, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.5003, loss_cls: 8.1625, loss: 8.1625 2025-08-05 20:59:56,365 - pyskl - INFO - Epoch [31][6300/7492] lr: 4.496e-02, eta: 5 days, 21:57:17, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2456, top5_acc: 0.4925, loss_cls: 8.2481, loss: 8.2481 2025-08-05 21:00:55,329 - pyskl - INFO - Epoch [31][6400/7492] lr: 4.496e-02, eta: 5 days, 21:56:27, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5038, loss_cls: 8.1481, loss: 8.1481 2025-08-05 21:01:53,274 - pyskl - INFO - Epoch [31][6500/7492] lr: 4.496e-02, eta: 5 days, 21:55:32, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.4975, loss_cls: 8.1022, loss: 8.1022 2025-08-05 21:02:52,114 - pyskl - INFO - Epoch [31][6600/7492] lr: 4.495e-02, eta: 5 days, 21:54:41, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.4966, loss_cls: 8.2057, loss: 8.2057 2025-08-05 21:03:50,353 - pyskl - INFO - Epoch [31][6700/7492] lr: 4.495e-02, eta: 5 days, 21:53:48, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.4925, loss_cls: 8.2624, loss: 8.2624 2025-08-05 21:04:49,143 - pyskl - INFO - Epoch [31][6800/7492] lr: 4.494e-02, eta: 5 days, 21:52:56, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5084, loss_cls: 8.0215, loss: 8.0215 2025-08-05 21:05:48,181 - pyskl - INFO - Epoch [31][6900/7492] lr: 4.494e-02, eta: 5 days, 21:52:06, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2528, top5_acc: 0.4953, loss_cls: 8.1033, loss: 8.1033 2025-08-05 21:06:46,064 - pyskl - INFO - Epoch [31][7000/7492] lr: 4.493e-02, eta: 5 days, 21:51:11, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2494, top5_acc: 0.5166, loss_cls: 8.1064, loss: 8.1064 2025-08-05 21:07:43,674 - pyskl - INFO - Epoch [31][7100/7492] lr: 4.493e-02, eta: 5 days, 21:50:15, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5147, loss_cls: 8.0822, loss: 8.0822 2025-08-05 21:08:41,359 - pyskl - INFO - Epoch [31][7200/7492] lr: 4.493e-02, eta: 5 days, 21:49:20, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2450, top5_acc: 0.4884, loss_cls: 8.2512, loss: 8.2512 2025-08-05 21:09:39,567 - pyskl - INFO - Epoch [31][7300/7492] lr: 4.492e-02, eta: 5 days, 21:48:26, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5144, loss_cls: 8.0582, loss: 8.0582 2025-08-05 21:10:38,125 - pyskl - INFO - Epoch [31][7400/7492] lr: 4.492e-02, eta: 5 days, 21:47:34, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5025, loss_cls: 8.0893, loss: 8.0893 2025-08-05 21:11:33,700 - pyskl - INFO - Saving checkpoint at 31 epochs 2025-08-05 21:12:24,994 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 21:12:25,651 - pyskl - INFO - top1_acc 0.2124 top5_acc 0.4471 2025-08-05 21:12:25,651 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 21:12:25,694 - pyskl - INFO - mean_acc 0.2120 2025-08-05 21:12:25,706 - pyskl - INFO - Epoch(val) [31][617] top1_acc: 0.2124, top5_acc: 0.4471, mean_class_accuracy: 0.2120 2025-08-05 21:13:57,473 - pyskl - INFO - Epoch [32][100/7492] lr: 4.491e-02, eta: 5 days, 21:44:34, time: 0.918, data_time: 0.328, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5128, loss_cls: 8.0970, loss: 8.0970 2025-08-05 21:14:54,927 - pyskl - INFO - Epoch [32][200/7492] lr: 4.490e-02, eta: 5 days, 21:43:38, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5131, loss_cls: 8.0404, loss: 8.0404 2025-08-05 21:15:54,028 - pyskl - INFO - Epoch [32][300/7492] lr: 4.490e-02, eta: 5 days, 21:42:48, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5128, loss_cls: 8.0453, loss: 8.0453 2025-08-05 21:16:52,484 - pyskl - INFO - Epoch [32][400/7492] lr: 4.490e-02, eta: 5 days, 21:41:55, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5041, loss_cls: 8.1434, loss: 8.1434 2025-08-05 21:17:50,795 - pyskl - INFO - Epoch [32][500/7492] lr: 4.489e-02, eta: 5 days, 21:41:02, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5094, loss_cls: 8.0874, loss: 8.0874 2025-08-05 21:18:48,706 - pyskl - INFO - Epoch [32][600/7492] lr: 4.489e-02, eta: 5 days, 21:40:07, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5294, loss_cls: 7.9749, loss: 7.9749 2025-08-05 21:19:46,410 - pyskl - INFO - Epoch [32][700/7492] lr: 4.488e-02, eta: 5 days, 21:39:12, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.5003, loss_cls: 8.1933, loss: 8.1933 2025-08-05 21:20:45,494 - pyskl - INFO - Epoch [32][800/7492] lr: 4.488e-02, eta: 5 days, 21:38:22, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5078, loss_cls: 8.0937, loss: 8.0937 2025-08-05 21:21:44,726 - pyskl - INFO - Epoch [32][900/7492] lr: 4.488e-02, eta: 5 days, 21:37:32, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5056, loss_cls: 8.1339, loss: 8.1339 2025-08-05 21:22:42,482 - pyskl - INFO - Epoch [32][1000/7492] lr: 4.487e-02, eta: 5 days, 21:36:37, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5091, loss_cls: 8.0786, loss: 8.0786 2025-08-05 21:23:40,695 - pyskl - INFO - Epoch [32][1100/7492] lr: 4.487e-02, eta: 5 days, 21:35:43, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5006, loss_cls: 8.1246, loss: 8.1246 2025-08-05 21:24:37,677 - pyskl - INFO - Epoch [32][1200/7492] lr: 4.486e-02, eta: 5 days, 21:34:45, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5219, loss_cls: 8.1338, loss: 8.1338 2025-08-05 21:25:35,480 - pyskl - INFO - Epoch [32][1300/7492] lr: 4.486e-02, eta: 5 days, 21:33:50, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.4984, loss_cls: 8.1124, loss: 8.1124 2025-08-05 21:26:33,382 - pyskl - INFO - Epoch [32][1400/7492] lr: 4.485e-02, eta: 5 days, 21:32:55, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5131, loss_cls: 8.1210, loss: 8.1210 2025-08-05 21:27:31,763 - pyskl - INFO - Epoch [32][1500/7492] lr: 4.485e-02, eta: 5 days, 21:32:02, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2503, top5_acc: 0.5088, loss_cls: 8.0576, loss: 8.0576 2025-08-05 21:28:29,068 - pyskl - INFO - Epoch [32][1600/7492] lr: 4.485e-02, eta: 5 days, 21:31:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5169, loss_cls: 8.0286, loss: 8.0286 2025-08-05 21:29:26,569 - pyskl - INFO - Epoch [32][1700/7492] lr: 4.484e-02, eta: 5 days, 21:30:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2487, top5_acc: 0.4944, loss_cls: 8.2337, loss: 8.2337 2025-08-05 21:30:24,175 - pyskl - INFO - Epoch [32][1800/7492] lr: 4.484e-02, eta: 5 days, 21:29:13, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.5028, loss_cls: 8.1188, loss: 8.1188 2025-08-05 21:31:22,787 - pyskl - INFO - Epoch [32][1900/7492] lr: 4.483e-02, eta: 5 days, 21:28:21, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5206, loss_cls: 8.1043, loss: 8.1043 2025-08-05 21:32:20,805 - pyskl - INFO - Epoch [32][2000/7492] lr: 4.483e-02, eta: 5 days, 21:27:27, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.4947, loss_cls: 8.1742, loss: 8.1742 2025-08-05 21:33:18,573 - pyskl - INFO - Epoch [32][2100/7492] lr: 4.482e-02, eta: 5 days, 21:26:31, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2434, top5_acc: 0.4972, loss_cls: 8.1702, loss: 8.1702 2025-08-05 21:34:15,895 - pyskl - INFO - Epoch [32][2200/7492] lr: 4.482e-02, eta: 5 days, 21:25:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5197, loss_cls: 8.0833, loss: 8.0833 2025-08-05 21:35:14,546 - pyskl - INFO - Epoch [32][2300/7492] lr: 4.482e-02, eta: 5 days, 21:24:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5103, loss_cls: 8.1880, loss: 8.1880 2025-08-05 21:36:12,147 - pyskl - INFO - Epoch [32][2400/7492] lr: 4.481e-02, eta: 5 days, 21:23:47, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.5116, loss_cls: 8.1845, loss: 8.1845 2025-08-05 21:37:09,989 - pyskl - INFO - Epoch [32][2500/7492] lr: 4.481e-02, eta: 5 days, 21:22:52, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2444, top5_acc: 0.4919, loss_cls: 8.2035, loss: 8.2035 2025-08-05 21:38:08,895 - pyskl - INFO - Epoch [32][2600/7492] lr: 4.480e-02, eta: 5 days, 21:22:01, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5009, loss_cls: 8.2069, loss: 8.2069 2025-08-05 21:39:06,306 - pyskl - INFO - Epoch [32][2700/7492] lr: 4.480e-02, eta: 5 days, 21:21:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5131, loss_cls: 8.1577, loss: 8.1577 2025-08-05 21:40:04,225 - pyskl - INFO - Epoch [32][2800/7492] lr: 4.479e-02, eta: 5 days, 21:20:09, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5106, loss_cls: 8.1711, loss: 8.1711 2025-08-05 21:41:02,750 - pyskl - INFO - Epoch [32][2900/7492] lr: 4.479e-02, eta: 5 days, 21:19:17, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5088, loss_cls: 8.0612, loss: 8.0612 2025-08-05 21:42:00,449 - pyskl - INFO - Epoch [32][3000/7492] lr: 4.479e-02, eta: 5 days, 21:18:21, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5169, loss_cls: 8.0659, loss: 8.0659 2025-08-05 21:42:57,931 - pyskl - INFO - Epoch [32][3100/7492] lr: 4.478e-02, eta: 5 days, 21:17:25, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5150, loss_cls: 8.1305, loss: 8.1305 2025-08-05 21:43:54,908 - pyskl - INFO - Epoch [32][3200/7492] lr: 4.478e-02, eta: 5 days, 21:16:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.4884, loss_cls: 8.2519, loss: 8.2519 2025-08-05 21:44:52,035 - pyskl - INFO - Epoch [32][3300/7492] lr: 4.477e-02, eta: 5 days, 21:15:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.4919, loss_cls: 8.1292, loss: 8.1292 2025-08-05 21:45:48,962 - pyskl - INFO - Epoch [32][3400/7492] lr: 4.477e-02, eta: 5 days, 21:14:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.4850, loss_cls: 8.2529, loss: 8.2529 2025-08-05 21:46:47,604 - pyskl - INFO - Epoch [32][3500/7492] lr: 4.476e-02, eta: 5 days, 21:13:38, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5256, loss_cls: 8.0413, loss: 8.0413 2025-08-05 21:47:44,479 - pyskl - INFO - Epoch [32][3600/7492] lr: 4.476e-02, eta: 5 days, 21:12:40, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2456, top5_acc: 0.4969, loss_cls: 8.2098, loss: 8.2098 2025-08-05 21:48:42,264 - pyskl - INFO - Epoch [32][3700/7492] lr: 4.476e-02, eta: 5 days, 21:11:44, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5219, loss_cls: 8.1066, loss: 8.1066 2025-08-05 21:49:40,329 - pyskl - INFO - Epoch [32][3800/7492] lr: 4.475e-02, eta: 5 days, 21:10:50, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.4994, loss_cls: 8.1806, loss: 8.1806 2025-08-05 21:50:38,604 - pyskl - INFO - Epoch [32][3900/7492] lr: 4.475e-02, eta: 5 days, 21:09:57, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.4878, loss_cls: 8.2012, loss: 8.2012 2025-08-05 21:51:37,460 - pyskl - INFO - Epoch [32][4000/7492] lr: 4.474e-02, eta: 5 days, 21:09:06, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.5069, loss_cls: 8.1308, loss: 8.1308 2025-08-05 21:52:35,554 - pyskl - INFO - Epoch [32][4100/7492] lr: 4.474e-02, eta: 5 days, 21:08:11, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5216, loss_cls: 8.0455, loss: 8.0455 2025-08-05 21:53:33,928 - pyskl - INFO - Epoch [32][4200/7492] lr: 4.473e-02, eta: 5 days, 21:07:18, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5069, loss_cls: 8.1417, loss: 8.1417 2025-08-05 21:54:31,666 - pyskl - INFO - Epoch [32][4300/7492] lr: 4.473e-02, eta: 5 days, 21:06:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5038, loss_cls: 8.2293, loss: 8.2293 2025-08-05 21:55:28,520 - pyskl - INFO - Epoch [32][4400/7492] lr: 4.473e-02, eta: 5 days, 21:05:24, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2547, top5_acc: 0.5128, loss_cls: 8.1024, loss: 8.1024 2025-08-05 21:56:26,663 - pyskl - INFO - Epoch [32][4500/7492] lr: 4.472e-02, eta: 5 days, 21:04:30, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5066, loss_cls: 8.1055, loss: 8.1055 2025-08-05 21:57:24,798 - pyskl - INFO - Epoch [32][4600/7492] lr: 4.472e-02, eta: 5 days, 21:03:36, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5119, loss_cls: 8.1094, loss: 8.1094 2025-08-05 21:58:22,760 - pyskl - INFO - Epoch [32][4700/7492] lr: 4.471e-02, eta: 5 days, 21:02:42, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5181, loss_cls: 8.1179, loss: 8.1179 2025-08-05 21:59:19,873 - pyskl - INFO - Epoch [32][4800/7492] lr: 4.471e-02, eta: 5 days, 21:01:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2503, top5_acc: 0.4803, loss_cls: 8.2036, loss: 8.2036 2025-08-05 22:00:17,216 - pyskl - INFO - Epoch [32][4900/7492] lr: 4.470e-02, eta: 5 days, 21:00:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5216, loss_cls: 8.1420, loss: 8.1420 2025-08-05 22:01:14,853 - pyskl - INFO - Epoch [32][5000/7492] lr: 4.470e-02, eta: 5 days, 20:59:51, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5188, loss_cls: 8.0964, loss: 8.0964 2025-08-05 22:02:12,497 - pyskl - INFO - Epoch [32][5100/7492] lr: 4.470e-02, eta: 5 days, 20:58:55, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5106, loss_cls: 8.0647, loss: 8.0647 2025-08-05 22:03:09,351 - pyskl - INFO - Epoch [32][5200/7492] lr: 4.469e-02, eta: 5 days, 20:57:57, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.4981, loss_cls: 8.1498, loss: 8.1498 2025-08-05 22:04:06,873 - pyskl - INFO - Epoch [32][5300/7492] lr: 4.469e-02, eta: 5 days, 20:57:00, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5066, loss_cls: 8.1851, loss: 8.1851 2025-08-05 22:05:05,018 - pyskl - INFO - Epoch [32][5400/7492] lr: 4.468e-02, eta: 5 days, 20:56:06, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5006, loss_cls: 8.1520, loss: 8.1520 2025-08-05 22:06:04,204 - pyskl - INFO - Epoch [32][5500/7492] lr: 4.468e-02, eta: 5 days, 20:55:16, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.4975, loss_cls: 8.1312, loss: 8.1312 2025-08-05 22:07:02,533 - pyskl - INFO - Epoch [32][5600/7492] lr: 4.467e-02, eta: 5 days, 20:54:23, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5047, loss_cls: 8.1830, loss: 8.1830 2025-08-05 22:08:00,431 - pyskl - INFO - Epoch [32][5700/7492] lr: 4.467e-02, eta: 5 days, 20:53:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2419, top5_acc: 0.5066, loss_cls: 8.1886, loss: 8.1886 2025-08-05 22:08:58,786 - pyskl - INFO - Epoch [32][5800/7492] lr: 4.467e-02, eta: 5 days, 20:52:35, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2528, top5_acc: 0.5066, loss_cls: 8.1549, loss: 8.1549 2025-08-05 22:09:55,355 - pyskl - INFO - Epoch [32][5900/7492] lr: 4.466e-02, eta: 5 days, 20:51:35, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5072, loss_cls: 8.0915, loss: 8.0915 2025-08-05 22:10:52,323 - pyskl - INFO - Epoch [32][6000/7492] lr: 4.466e-02, eta: 5 days, 20:50:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.5012, loss_cls: 8.1803, loss: 8.1803 2025-08-05 22:11:51,941 - pyskl - INFO - Epoch [32][6100/7492] lr: 4.465e-02, eta: 5 days, 20:49:48, time: 0.596, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.4953, loss_cls: 8.1598, loss: 8.1598 2025-08-05 22:12:50,957 - pyskl - INFO - Epoch [32][6200/7492] lr: 4.465e-02, eta: 5 days, 20:48:58, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.5066, loss_cls: 8.1984, loss: 8.1984 2025-08-05 22:13:50,031 - pyskl - INFO - Epoch [32][6300/7492] lr: 4.464e-02, eta: 5 days, 20:48:07, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.4969, loss_cls: 8.1845, loss: 8.1845 2025-08-05 22:14:48,684 - pyskl - INFO - Epoch [32][6400/7492] lr: 4.464e-02, eta: 5 days, 20:47:15, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.4881, loss_cls: 8.1551, loss: 8.1551 2025-08-05 22:15:47,211 - pyskl - INFO - Epoch [32][6500/7492] lr: 4.464e-02, eta: 5 days, 20:46:23, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5125, loss_cls: 8.1414, loss: 8.1414 2025-08-05 22:16:46,501 - pyskl - INFO - Epoch [32][6600/7492] lr: 4.463e-02, eta: 5 days, 20:45:33, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5172, loss_cls: 8.1237, loss: 8.1237 2025-08-05 22:17:45,686 - pyskl - INFO - Epoch [32][6700/7492] lr: 4.463e-02, eta: 5 days, 20:44:43, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.4944, loss_cls: 8.1973, loss: 8.1973 2025-08-05 22:18:44,872 - pyskl - INFO - Epoch [32][6800/7492] lr: 4.462e-02, eta: 5 days, 20:43:52, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5072, loss_cls: 8.1018, loss: 8.1018 2025-08-05 22:19:43,712 - pyskl - INFO - Epoch [32][6900/7492] lr: 4.462e-02, eta: 5 days, 20:43:01, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.4953, loss_cls: 8.2013, loss: 8.2013 2025-08-05 22:20:40,577 - pyskl - INFO - Epoch [32][7000/7492] lr: 4.461e-02, eta: 5 days, 20:42:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5100, loss_cls: 8.1076, loss: 8.1076 2025-08-05 22:21:37,485 - pyskl - INFO - Epoch [32][7100/7492] lr: 4.461e-02, eta: 5 days, 20:41:04, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.4953, loss_cls: 8.1310, loss: 8.1310 2025-08-05 22:22:34,809 - pyskl - INFO - Epoch [32][7200/7492] lr: 4.461e-02, eta: 5 days, 20:40:07, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5044, loss_cls: 8.1474, loss: 8.1474 2025-08-05 22:23:33,503 - pyskl - INFO - Epoch [32][7300/7492] lr: 4.460e-02, eta: 5 days, 20:39:15, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.4975, loss_cls: 8.1689, loss: 8.1689 2025-08-05 22:24:32,488 - pyskl - INFO - Epoch [32][7400/7492] lr: 4.460e-02, eta: 5 days, 20:38:24, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5069, loss_cls: 8.1232, loss: 8.1232 2025-08-05 22:25:28,472 - pyskl - INFO - Saving checkpoint at 32 epochs 2025-08-05 22:26:20,172 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 22:26:20,834 - pyskl - INFO - top1_acc 0.2043 top5_acc 0.4309 2025-08-05 22:26:20,834 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 22:26:20,876 - pyskl - INFO - mean_acc 0.2043 2025-08-05 22:26:20,890 - pyskl - INFO - Epoch(val) [32][617] top1_acc: 0.2043, top5_acc: 0.4309, mean_class_accuracy: 0.2043 2025-08-05 22:27:51,153 - pyskl - INFO - Epoch [33][100/7492] lr: 4.459e-02, eta: 5 days, 20:35:21, time: 0.903, data_time: 0.332, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5225, loss_cls: 8.0706, loss: 8.0706 2025-08-05 22:28:49,263 - pyskl - INFO - Epoch [33][200/7492] lr: 4.458e-02, eta: 5 days, 20:34:27, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.5094, loss_cls: 8.1398, loss: 8.1398 2025-08-05 22:29:46,470 - pyskl - INFO - Epoch [33][300/7492] lr: 4.458e-02, eta: 5 days, 20:33:30, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5034, loss_cls: 8.0746, loss: 8.0746 2025-08-05 22:30:43,555 - pyskl - INFO - Epoch [33][400/7492] lr: 4.458e-02, eta: 5 days, 20:32:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5097, loss_cls: 8.1078, loss: 8.1078 2025-08-05 22:31:40,300 - pyskl - INFO - Epoch [33][500/7492] lr: 4.457e-02, eta: 5 days, 20:31:33, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5156, loss_cls: 7.9924, loss: 7.9924 2025-08-05 22:32:37,669 - pyskl - INFO - Epoch [33][600/7492] lr: 4.457e-02, eta: 5 days, 20:30:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5219, loss_cls: 8.0090, loss: 8.0090 2025-08-05 22:33:36,051 - pyskl - INFO - Epoch [33][700/7492] lr: 4.456e-02, eta: 5 days, 20:29:43, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5209, loss_cls: 8.0673, loss: 8.0673 2025-08-05 22:34:35,051 - pyskl - INFO - Epoch [33][800/7492] lr: 4.456e-02, eta: 5 days, 20:28:52, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.5072, loss_cls: 8.0597, loss: 8.0597 2025-08-05 22:35:34,257 - pyskl - INFO - Epoch [33][900/7492] lr: 4.455e-02, eta: 5 days, 20:28:02, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.5144, loss_cls: 8.1118, loss: 8.1118 2025-08-05 22:36:32,382 - pyskl - INFO - Epoch [33][1000/7492] lr: 4.455e-02, eta: 5 days, 20:27:08, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.4963, loss_cls: 8.2352, loss: 8.2352 2025-08-05 22:37:31,128 - pyskl - INFO - Epoch [33][1100/7492] lr: 4.454e-02, eta: 5 days, 20:26:16, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.5141, loss_cls: 8.0358, loss: 8.0358 2025-08-05 22:38:27,659 - pyskl - INFO - Epoch [33][1200/7492] lr: 4.454e-02, eta: 5 days, 20:25:16, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5116, loss_cls: 8.0705, loss: 8.0705 2025-08-05 22:39:26,444 - pyskl - INFO - Epoch [33][1300/7492] lr: 4.454e-02, eta: 5 days, 20:24:24, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.4950, loss_cls: 8.1238, loss: 8.1238 2025-08-05 22:40:24,139 - pyskl - INFO - Epoch [33][1400/7492] lr: 4.453e-02, eta: 5 days, 20:23:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5097, loss_cls: 8.0553, loss: 8.0553 2025-08-05 22:41:22,184 - pyskl - INFO - Epoch [33][1500/7492] lr: 4.453e-02, eta: 5 days, 20:22:34, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.4956, loss_cls: 8.1685, loss: 8.1685 2025-08-05 22:42:20,205 - pyskl - INFO - Epoch [33][1600/7492] lr: 4.452e-02, eta: 5 days, 20:21:40, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.4944, loss_cls: 8.2582, loss: 8.2582 2025-08-05 22:43:18,416 - pyskl - INFO - Epoch [33][1700/7492] lr: 4.452e-02, eta: 5 days, 20:20:46, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5266, loss_cls: 7.9845, loss: 7.9845 2025-08-05 22:44:16,897 - pyskl - INFO - Epoch [33][1800/7492] lr: 4.451e-02, eta: 5 days, 20:19:53, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.4938, loss_cls: 8.2899, loss: 8.2899 2025-08-05 22:45:16,186 - pyskl - INFO - Epoch [33][1900/7492] lr: 4.451e-02, eta: 5 days, 20:19:03, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2469, top5_acc: 0.5050, loss_cls: 8.1686, loss: 8.1686 2025-08-05 22:46:14,074 - pyskl - INFO - Epoch [33][2000/7492] lr: 4.451e-02, eta: 5 days, 20:18:08, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5019, loss_cls: 8.1953, loss: 8.1953 2025-08-05 22:47:12,057 - pyskl - INFO - Epoch [33][2100/7492] lr: 4.450e-02, eta: 5 days, 20:17:14, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5066, loss_cls: 8.0953, loss: 8.0953 2025-08-05 22:48:10,876 - pyskl - INFO - Epoch [33][2200/7492] lr: 4.450e-02, eta: 5 days, 20:16:22, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5050, loss_cls: 8.1990, loss: 8.1990 2025-08-05 22:49:08,942 - pyskl - INFO - Epoch [33][2300/7492] lr: 4.449e-02, eta: 5 days, 20:15:28, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2503, top5_acc: 0.5094, loss_cls: 8.1265, loss: 8.1265 2025-08-05 22:50:07,049 - pyskl - INFO - Epoch [33][2400/7492] lr: 4.449e-02, eta: 5 days, 20:14:33, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5288, loss_cls: 7.9697, loss: 7.9697 2025-08-05 22:51:04,678 - pyskl - INFO - Epoch [33][2500/7492] lr: 4.448e-02, eta: 5 days, 20:13:38, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.5006, loss_cls: 8.1629, loss: 8.1629 2025-08-05 22:52:02,426 - pyskl - INFO - Epoch [33][2600/7492] lr: 4.448e-02, eta: 5 days, 20:12:42, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5053, loss_cls: 8.1256, loss: 8.1256 2025-08-05 22:53:00,010 - pyskl - INFO - Epoch [33][2700/7492] lr: 4.447e-02, eta: 5 days, 20:11:46, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5141, loss_cls: 8.1506, loss: 8.1506 2025-08-05 22:53:58,385 - pyskl - INFO - Epoch [33][2800/7492] lr: 4.447e-02, eta: 5 days, 20:10:53, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5100, loss_cls: 8.1423, loss: 8.1423 2025-08-05 22:54:56,997 - pyskl - INFO - Epoch [33][2900/7492] lr: 4.447e-02, eta: 5 days, 20:10:00, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5069, loss_cls: 8.1064, loss: 8.1064 2025-08-05 22:55:55,546 - pyskl - INFO - Epoch [33][3000/7492] lr: 4.446e-02, eta: 5 days, 20:09:08, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5106, loss_cls: 8.1338, loss: 8.1338 2025-08-05 22:56:53,720 - pyskl - INFO - Epoch [33][3100/7492] lr: 4.446e-02, eta: 5 days, 20:08:14, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5106, loss_cls: 8.1153, loss: 8.1153 2025-08-05 22:57:51,748 - pyskl - INFO - Epoch [33][3200/7492] lr: 4.445e-02, eta: 5 days, 20:07:19, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5125, loss_cls: 8.0774, loss: 8.0774 2025-08-05 22:58:48,728 - pyskl - INFO - Epoch [33][3300/7492] lr: 4.445e-02, eta: 5 days, 20:06:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5062, loss_cls: 8.0578, loss: 8.0578 2025-08-05 22:59:45,186 - pyskl - INFO - Epoch [33][3400/7492] lr: 4.444e-02, eta: 5 days, 20:05:21, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5028, loss_cls: 8.1210, loss: 8.1210 2025-08-05 23:00:42,709 - pyskl - INFO - Epoch [33][3500/7492] lr: 4.444e-02, eta: 5 days, 20:04:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5025, loss_cls: 8.1865, loss: 8.1865 2025-08-05 23:01:39,219 - pyskl - INFO - Epoch [33][3600/7492] lr: 4.444e-02, eta: 5 days, 20:03:24, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5062, loss_cls: 8.0422, loss: 8.0422 2025-08-05 23:02:36,942 - pyskl - INFO - Epoch [33][3700/7492] lr: 4.443e-02, eta: 5 days, 20:02:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5147, loss_cls: 8.0368, loss: 8.0368 2025-08-05 23:03:34,938 - pyskl - INFO - Epoch [33][3800/7492] lr: 4.443e-02, eta: 5 days, 20:01:34, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5062, loss_cls: 8.1635, loss: 8.1635 2025-08-05 23:04:32,935 - pyskl - INFO - Epoch [33][3900/7492] lr: 4.442e-02, eta: 5 days, 20:00:39, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5094, loss_cls: 8.1493, loss: 8.1493 2025-08-05 23:05:32,009 - pyskl - INFO - Epoch [33][4000/7492] lr: 4.442e-02, eta: 5 days, 19:59:49, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5153, loss_cls: 8.1507, loss: 8.1507 2025-08-05 23:06:30,495 - pyskl - INFO - Epoch [33][4100/7492] lr: 4.441e-02, eta: 5 days, 19:58:56, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5000, loss_cls: 8.0575, loss: 8.0575 2025-08-05 23:07:28,475 - pyskl - INFO - Epoch [33][4200/7492] lr: 4.441e-02, eta: 5 days, 19:58:01, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.4944, loss_cls: 8.1758, loss: 8.1758 2025-08-05 23:08:26,206 - pyskl - INFO - Epoch [33][4300/7492] lr: 4.440e-02, eta: 5 days, 19:57:06, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5009, loss_cls: 8.1102, loss: 8.1102 2025-08-05 23:09:23,969 - pyskl - INFO - Epoch [33][4400/7492] lr: 4.440e-02, eta: 5 days, 19:56:10, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5078, loss_cls: 8.1325, loss: 8.1325 2025-08-05 23:10:20,972 - pyskl - INFO - Epoch [33][4500/7492] lr: 4.440e-02, eta: 5 days, 19:55:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5006, loss_cls: 8.1524, loss: 8.1524 2025-08-05 23:11:18,278 - pyskl - INFO - Epoch [33][4600/7492] lr: 4.439e-02, eta: 5 days, 19:54:15, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.4984, loss_cls: 8.1440, loss: 8.1440 2025-08-05 23:12:14,783 - pyskl - INFO - Epoch [33][4700/7492] lr: 4.439e-02, eta: 5 days, 19:53:15, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5166, loss_cls: 8.0993, loss: 8.0993 2025-08-05 23:13:12,826 - pyskl - INFO - Epoch [33][4800/7492] lr: 4.438e-02, eta: 5 days, 19:52:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2425, top5_acc: 0.4934, loss_cls: 8.2351, loss: 8.2351 2025-08-05 23:14:10,883 - pyskl - INFO - Epoch [33][4900/7492] lr: 4.438e-02, eta: 5 days, 19:51:26, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5025, loss_cls: 8.1321, loss: 8.1321 2025-08-05 23:15:08,746 - pyskl - INFO - Epoch [33][5000/7492] lr: 4.437e-02, eta: 5 days, 19:50:31, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.4950, loss_cls: 8.1487, loss: 8.1487 2025-08-05 23:16:07,769 - pyskl - INFO - Epoch [33][5100/7492] lr: 4.437e-02, eta: 5 days, 19:49:40, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.5003, loss_cls: 8.1765, loss: 8.1765 2025-08-05 23:17:05,425 - pyskl - INFO - Epoch [33][5200/7492] lr: 4.436e-02, eta: 5 days, 19:48:44, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2478, top5_acc: 0.4928, loss_cls: 8.2242, loss: 8.2242 2025-08-05 23:18:04,332 - pyskl - INFO - Epoch [33][5300/7492] lr: 4.436e-02, eta: 5 days, 19:47:52, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.4850, loss_cls: 8.2009, loss: 8.2009 2025-08-05 23:19:03,300 - pyskl - INFO - Epoch [33][5400/7492] lr: 4.436e-02, eta: 5 days, 19:47:01, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5053, loss_cls: 8.1313, loss: 8.1313 2025-08-05 23:20:02,148 - pyskl - INFO - Epoch [33][5500/7492] lr: 4.435e-02, eta: 5 days, 19:46:09, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.4931, loss_cls: 8.2264, loss: 8.2264 2025-08-05 23:21:00,708 - pyskl - INFO - Epoch [33][5600/7492] lr: 4.435e-02, eta: 5 days, 19:45:17, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5103, loss_cls: 8.1136, loss: 8.1136 2025-08-05 23:21:59,194 - pyskl - INFO - Epoch [33][5700/7492] lr: 4.434e-02, eta: 5 days, 19:44:24, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.4984, loss_cls: 8.0772, loss: 8.0772 2025-08-05 23:22:55,937 - pyskl - INFO - Epoch [33][5800/7492] lr: 4.434e-02, eta: 5 days, 19:43:25, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5000, loss_cls: 8.1934, loss: 8.1934 2025-08-05 23:23:52,395 - pyskl - INFO - Epoch [33][5900/7492] lr: 4.433e-02, eta: 5 days, 19:42:25, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5000, loss_cls: 8.1558, loss: 8.1558 2025-08-05 23:24:50,888 - pyskl - INFO - Epoch [33][6000/7492] lr: 4.433e-02, eta: 5 days, 19:41:32, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5094, loss_cls: 7.9867, loss: 7.9867 2025-08-05 23:25:48,818 - pyskl - INFO - Epoch [33][6100/7492] lr: 4.432e-02, eta: 5 days, 19:40:37, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.5028, loss_cls: 8.1488, loss: 8.1488 2025-08-05 23:26:46,749 - pyskl - INFO - Epoch [33][6200/7492] lr: 4.432e-02, eta: 5 days, 19:39:42, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5044, loss_cls: 8.1655, loss: 8.1655 2025-08-05 23:27:43,162 - pyskl - INFO - Epoch [33][6300/7492] lr: 4.432e-02, eta: 5 days, 19:38:41, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.4991, loss_cls: 8.1201, loss: 8.1201 2025-08-05 23:28:40,722 - pyskl - INFO - Epoch [33][6400/7492] lr: 4.431e-02, eta: 5 days, 19:37:45, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5044, loss_cls: 8.0667, loss: 8.0667 2025-08-05 23:29:39,889 - pyskl - INFO - Epoch [33][6500/7492] lr: 4.431e-02, eta: 5 days, 19:36:55, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2475, top5_acc: 0.5069, loss_cls: 8.1557, loss: 8.1557 2025-08-05 23:30:38,044 - pyskl - INFO - Epoch [33][6600/7492] lr: 4.430e-02, eta: 5 days, 19:36:00, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5059, loss_cls: 8.0830, loss: 8.0830 2025-08-05 23:31:37,203 - pyskl - INFO - Epoch [33][6700/7492] lr: 4.430e-02, eta: 5 days, 19:35:10, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5119, loss_cls: 8.0762, loss: 8.0762 2025-08-05 23:32:34,453 - pyskl - INFO - Epoch [33][6800/7492] lr: 4.429e-02, eta: 5 days, 19:34:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5000, loss_cls: 8.1364, loss: 8.1364 2025-08-05 23:33:31,879 - pyskl - INFO - Epoch [33][6900/7492] lr: 4.429e-02, eta: 5 days, 19:33:16, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.4809, loss_cls: 8.1534, loss: 8.1534 2025-08-05 23:34:29,650 - pyskl - INFO - Epoch [33][7000/7492] lr: 4.428e-02, eta: 5 days, 19:32:20, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.4969, loss_cls: 8.2266, loss: 8.2266 2025-08-05 23:35:27,828 - pyskl - INFO - Epoch [33][7100/7492] lr: 4.428e-02, eta: 5 days, 19:31:26, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2494, top5_acc: 0.4888, loss_cls: 8.1745, loss: 8.1745 2025-08-05 23:36:24,455 - pyskl - INFO - Epoch [33][7200/7492] lr: 4.428e-02, eta: 5 days, 19:30:27, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5072, loss_cls: 8.0831, loss: 8.0831 2025-08-05 23:37:22,776 - pyskl - INFO - Epoch [33][7300/7492] lr: 4.427e-02, eta: 5 days, 19:29:33, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5062, loss_cls: 8.0668, loss: 8.0668 2025-08-05 23:38:20,219 - pyskl - INFO - Epoch [33][7400/7492] lr: 4.427e-02, eta: 5 days, 19:28:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.4934, loss_cls: 8.2755, loss: 8.2755 2025-08-05 23:39:14,993 - pyskl - INFO - Saving checkpoint at 33 epochs 2025-08-05 23:40:05,217 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-05 23:40:05,889 - pyskl - INFO - top1_acc 0.2130 top5_acc 0.4545 2025-08-05 23:40:05,890 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-05 23:40:05,935 - pyskl - INFO - mean_acc 0.2128 2025-08-05 23:40:05,949 - pyskl - INFO - Epoch(val) [33][617] top1_acc: 0.2130, top5_acc: 0.4545, mean_class_accuracy: 0.2128 2025-08-05 23:41:38,797 - pyskl - INFO - Epoch [34][100/7492] lr: 4.426e-02, eta: 5 days, 19:25:46, time: 0.928, data_time: 0.343, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5259, loss_cls: 8.0015, loss: 8.0015 2025-08-05 23:42:36,121 - pyskl - INFO - Epoch [34][200/7492] lr: 4.425e-02, eta: 5 days, 19:24:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5106, loss_cls: 8.1371, loss: 8.1371 2025-08-05 23:43:34,079 - pyskl - INFO - Epoch [34][300/7492] lr: 4.425e-02, eta: 5 days, 19:23:54, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5191, loss_cls: 8.0976, loss: 8.0976 2025-08-05 23:44:31,444 - pyskl - INFO - Epoch [34][400/7492] lr: 4.425e-02, eta: 5 days, 19:22:57, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.4988, loss_cls: 8.1603, loss: 8.1603 2025-08-05 23:45:29,245 - pyskl - INFO - Epoch [34][500/7492] lr: 4.424e-02, eta: 5 days, 19:22:01, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5109, loss_cls: 8.1297, loss: 8.1297 2025-08-05 23:46:26,664 - pyskl - INFO - Epoch [34][600/7492] lr: 4.424e-02, eta: 5 days, 19:21:05, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2491, top5_acc: 0.4956, loss_cls: 8.2124, loss: 8.2124 2025-08-05 23:47:24,155 - pyskl - INFO - Epoch [34][700/7492] lr: 4.423e-02, eta: 5 days, 19:20:08, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5178, loss_cls: 8.0725, loss: 8.0725 2025-08-05 23:48:21,128 - pyskl - INFO - Epoch [34][800/7492] lr: 4.423e-02, eta: 5 days, 19:19:10, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5119, loss_cls: 8.0447, loss: 8.0447 2025-08-05 23:49:17,905 - pyskl - INFO - Epoch [34][900/7492] lr: 4.422e-02, eta: 5 days, 19:18:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5075, loss_cls: 8.1140, loss: 8.1140 2025-08-05 23:50:15,887 - pyskl - INFO - Epoch [34][1000/7492] lr: 4.422e-02, eta: 5 days, 19:17:16, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5141, loss_cls: 8.0901, loss: 8.0901 2025-08-05 23:51:13,179 - pyskl - INFO - Epoch [34][1100/7492] lr: 4.421e-02, eta: 5 days, 19:16:19, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5103, loss_cls: 8.0804, loss: 8.0804 2025-08-05 23:52:10,479 - pyskl - INFO - Epoch [34][1200/7492] lr: 4.421e-02, eta: 5 days, 19:15:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5134, loss_cls: 7.9896, loss: 7.9896 2025-08-05 23:53:08,219 - pyskl - INFO - Epoch [34][1300/7492] lr: 4.420e-02, eta: 5 days, 19:14:26, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5081, loss_cls: 8.2022, loss: 8.2022 2025-08-05 23:54:05,726 - pyskl - INFO - Epoch [34][1400/7492] lr: 4.420e-02, eta: 5 days, 19:13:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.4947, loss_cls: 8.1658, loss: 8.1658 2025-08-05 23:55:02,853 - pyskl - INFO - Epoch [34][1500/7492] lr: 4.420e-02, eta: 5 days, 19:12:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5072, loss_cls: 8.1607, loss: 8.1607 2025-08-05 23:55:59,424 - pyskl - INFO - Epoch [34][1600/7492] lr: 4.419e-02, eta: 5 days, 19:11:32, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2412, top5_acc: 0.4922, loss_cls: 8.2238, loss: 8.2238 2025-08-05 23:56:55,803 - pyskl - INFO - Epoch [34][1700/7492] lr: 4.419e-02, eta: 5 days, 19:10:32, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.4859, loss_cls: 8.1748, loss: 8.1748 2025-08-05 23:57:53,294 - pyskl - INFO - Epoch [34][1800/7492] lr: 4.418e-02, eta: 5 days, 19:09:35, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5081, loss_cls: 8.1172, loss: 8.1172 2025-08-05 23:58:51,112 - pyskl - INFO - Epoch [34][1900/7492] lr: 4.418e-02, eta: 5 days, 19:08:40, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5156, loss_cls: 7.9922, loss: 7.9922 2025-08-05 23:59:48,266 - pyskl - INFO - Epoch [34][2000/7492] lr: 4.417e-02, eta: 5 days, 19:07:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.4988, loss_cls: 8.1360, loss: 8.1360 2025-08-06 00:00:45,425 - pyskl - INFO - Epoch [34][2100/7492] lr: 4.417e-02, eta: 5 days, 19:06:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5191, loss_cls: 8.0475, loss: 8.0475 2025-08-06 00:01:42,601 - pyskl - INFO - Epoch [34][2200/7492] lr: 4.416e-02, eta: 5 days, 19:05:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.4997, loss_cls: 8.1632, loss: 8.1632 2025-08-06 00:02:39,563 - pyskl - INFO - Epoch [34][2300/7492] lr: 4.416e-02, eta: 5 days, 19:04:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5031, loss_cls: 8.1340, loss: 8.1340 2025-08-06 00:03:36,372 - pyskl - INFO - Epoch [34][2400/7492] lr: 4.416e-02, eta: 5 days, 19:03:50, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5181, loss_cls: 8.0021, loss: 8.0021 2025-08-06 00:04:33,615 - pyskl - INFO - Epoch [34][2500/7492] lr: 4.415e-02, eta: 5 days, 19:02:52, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5206, loss_cls: 8.0731, loss: 8.0731 2025-08-06 00:05:30,852 - pyskl - INFO - Epoch [34][2600/7492] lr: 4.415e-02, eta: 5 days, 19:01:55, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5112, loss_cls: 8.0951, loss: 8.0951 2025-08-06 00:06:28,396 - pyskl - INFO - Epoch [34][2700/7492] lr: 4.414e-02, eta: 5 days, 19:00:59, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5069, loss_cls: 8.0934, loss: 8.0934 2025-08-06 00:07:25,989 - pyskl - INFO - Epoch [34][2800/7492] lr: 4.414e-02, eta: 5 days, 19:00:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5066, loss_cls: 8.1387, loss: 8.1387 2025-08-06 00:08:23,428 - pyskl - INFO - Epoch [34][2900/7492] lr: 4.413e-02, eta: 5 days, 18:59:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2516, top5_acc: 0.4931, loss_cls: 8.1635, loss: 8.1635 2025-08-06 00:09:21,458 - pyskl - INFO - Epoch [34][3000/7492] lr: 4.413e-02, eta: 5 days, 18:58:11, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5028, loss_cls: 8.1201, loss: 8.1201 2025-08-06 00:10:18,747 - pyskl - INFO - Epoch [34][3100/7492] lr: 4.412e-02, eta: 5 days, 18:57:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5156, loss_cls: 8.0027, loss: 8.0027 2025-08-06 00:11:16,248 - pyskl - INFO - Epoch [34][3200/7492] lr: 4.412e-02, eta: 5 days, 18:56:18, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2487, top5_acc: 0.5066, loss_cls: 8.1708, loss: 8.1708 2025-08-06 00:12:13,637 - pyskl - INFO - Epoch [34][3300/7492] lr: 4.412e-02, eta: 5 days, 18:55:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5016, loss_cls: 8.1656, loss: 8.1656 2025-08-06 00:13:10,389 - pyskl - INFO - Epoch [34][3400/7492] lr: 4.411e-02, eta: 5 days, 18:54:22, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.4931, loss_cls: 8.2054, loss: 8.2054 2025-08-06 00:14:07,399 - pyskl - INFO - Epoch [34][3500/7492] lr: 4.411e-02, eta: 5 days, 18:53:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2500, top5_acc: 0.5006, loss_cls: 8.1580, loss: 8.1580 2025-08-06 00:15:03,828 - pyskl - INFO - Epoch [34][3600/7492] lr: 4.410e-02, eta: 5 days, 18:52:23, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.4956, loss_cls: 8.2025, loss: 8.2025 2025-08-06 00:16:00,572 - pyskl - INFO - Epoch [34][3700/7492] lr: 4.410e-02, eta: 5 days, 18:51:24, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5322, loss_cls: 7.9789, loss: 7.9789 2025-08-06 00:16:57,894 - pyskl - INFO - Epoch [34][3800/7492] lr: 4.409e-02, eta: 5 days, 18:50:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.4894, loss_cls: 8.1757, loss: 8.1757 2025-08-06 00:17:54,867 - pyskl - INFO - Epoch [34][3900/7492] lr: 4.409e-02, eta: 5 days, 18:49:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5194, loss_cls: 8.1006, loss: 8.1006 2025-08-06 00:18:52,280 - pyskl - INFO - Epoch [34][4000/7492] lr: 4.408e-02, eta: 5 days, 18:48:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5078, loss_cls: 8.1333, loss: 8.1333 2025-08-06 00:19:50,274 - pyskl - INFO - Epoch [34][4100/7492] lr: 4.408e-02, eta: 5 days, 18:47:37, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5019, loss_cls: 8.0945, loss: 8.0945 2025-08-06 00:20:47,010 - pyskl - INFO - Epoch [34][4200/7492] lr: 4.407e-02, eta: 5 days, 18:46:38, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.5019, loss_cls: 8.1733, loss: 8.1733 2025-08-06 00:21:43,643 - pyskl - INFO - Epoch [34][4300/7492] lr: 4.407e-02, eta: 5 days, 18:45:39, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5091, loss_cls: 8.0921, loss: 8.0921 2025-08-06 00:22:40,284 - pyskl - INFO - Epoch [34][4400/7492] lr: 4.407e-02, eta: 5 days, 18:44:39, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5016, loss_cls: 8.1415, loss: 8.1415 2025-08-06 00:23:37,007 - pyskl - INFO - Epoch [34][4500/7492] lr: 4.406e-02, eta: 5 days, 18:43:40, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.4928, loss_cls: 8.2537, loss: 8.2537 2025-08-06 00:24:34,973 - pyskl - INFO - Epoch [34][4600/7492] lr: 4.406e-02, eta: 5 days, 18:42:45, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.4947, loss_cls: 8.0814, loss: 8.0814 2025-08-06 00:25:32,497 - pyskl - INFO - Epoch [34][4700/7492] lr: 4.405e-02, eta: 5 days, 18:41:49, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.4994, loss_cls: 8.2286, loss: 8.2286 2025-08-06 00:26:29,605 - pyskl - INFO - Epoch [34][4800/7492] lr: 4.405e-02, eta: 5 days, 18:40:51, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5053, loss_cls: 8.1271, loss: 8.1271 2025-08-06 00:27:26,977 - pyskl - INFO - Epoch [34][4900/7492] lr: 4.404e-02, eta: 5 days, 18:39:54, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.4941, loss_cls: 8.1945, loss: 8.1945 2025-08-06 00:28:24,116 - pyskl - INFO - Epoch [34][5000/7492] lr: 4.404e-02, eta: 5 days, 18:38:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.5016, loss_cls: 8.0383, loss: 8.0383 2025-08-06 00:29:21,412 - pyskl - INFO - Epoch [34][5100/7492] lr: 4.403e-02, eta: 5 days, 18:37:59, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.5078, loss_cls: 8.1278, loss: 8.1278 2025-08-06 00:30:19,001 - pyskl - INFO - Epoch [34][5200/7492] lr: 4.403e-02, eta: 5 days, 18:37:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5000, loss_cls: 8.1367, loss: 8.1367 2025-08-06 00:31:16,388 - pyskl - INFO - Epoch [34][5300/7492] lr: 4.402e-02, eta: 5 days, 18:36:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5022, loss_cls: 8.1149, loss: 8.1149 2025-08-06 00:32:13,495 - pyskl - INFO - Epoch [34][5400/7492] lr: 4.402e-02, eta: 5 days, 18:35:08, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5038, loss_cls: 8.2285, loss: 8.2285 2025-08-06 00:33:11,852 - pyskl - INFO - Epoch [34][5500/7492] lr: 4.402e-02, eta: 5 days, 18:34:15, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5075, loss_cls: 8.0172, loss: 8.0172 2025-08-06 00:34:09,803 - pyskl - INFO - Epoch [34][5600/7492] lr: 4.401e-02, eta: 5 days, 18:33:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2484, top5_acc: 0.4906, loss_cls: 8.1349, loss: 8.1349 2025-08-06 00:35:06,994 - pyskl - INFO - Epoch [34][5700/7492] lr: 4.401e-02, eta: 5 days, 18:32:22, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5031, loss_cls: 8.1558, loss: 8.1558 2025-08-06 00:36:03,727 - pyskl - INFO - Epoch [34][5800/7492] lr: 4.400e-02, eta: 5 days, 18:31:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2419, top5_acc: 0.5038, loss_cls: 8.1621, loss: 8.1621 2025-08-06 00:37:01,842 - pyskl - INFO - Epoch [34][5900/7492] lr: 4.400e-02, eta: 5 days, 18:30:29, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5166, loss_cls: 8.0547, loss: 8.0547 2025-08-06 00:38:00,003 - pyskl - INFO - Epoch [34][6000/7492] lr: 4.399e-02, eta: 5 days, 18:29:35, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5128, loss_cls: 8.0342, loss: 8.0342 2025-08-06 00:38:59,257 - pyskl - INFO - Epoch [34][6100/7492] lr: 4.399e-02, eta: 5 days, 18:28:44, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5031, loss_cls: 8.0248, loss: 8.0248 2025-08-06 00:39:58,111 - pyskl - INFO - Epoch [34][6200/7492] lr: 4.398e-02, eta: 5 days, 18:27:52, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5244, loss_cls: 7.9592, loss: 7.9592 2025-08-06 00:40:56,567 - pyskl - INFO - Epoch [34][6300/7492] lr: 4.398e-02, eta: 5 days, 18:26:59, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5109, loss_cls: 7.9916, loss: 7.9916 2025-08-06 00:41:55,475 - pyskl - INFO - Epoch [34][6400/7492] lr: 4.397e-02, eta: 5 days, 18:26:07, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5122, loss_cls: 8.1349, loss: 8.1349 2025-08-06 00:42:52,628 - pyskl - INFO - Epoch [34][6500/7492] lr: 4.397e-02, eta: 5 days, 18:25:10, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.4975, loss_cls: 8.1248, loss: 8.1248 2025-08-06 00:43:49,874 - pyskl - INFO - Epoch [34][6600/7492] lr: 4.397e-02, eta: 5 days, 18:24:12, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5203, loss_cls: 8.0231, loss: 8.0231 2025-08-06 00:44:46,826 - pyskl - INFO - Epoch [34][6700/7492] lr: 4.396e-02, eta: 5 days, 18:23:14, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5222, loss_cls: 8.0496, loss: 8.0496 2025-08-06 00:45:43,620 - pyskl - INFO - Epoch [34][6800/7492] lr: 4.396e-02, eta: 5 days, 18:22:15, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5081, loss_cls: 8.1799, loss: 8.1799 2025-08-06 00:46:40,782 - pyskl - INFO - Epoch [34][6900/7492] lr: 4.395e-02, eta: 5 days, 18:21:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5012, loss_cls: 8.1689, loss: 8.1689 2025-08-06 00:47:38,958 - pyskl - INFO - Epoch [34][7000/7492] lr: 4.395e-02, eta: 5 days, 18:20:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5072, loss_cls: 8.1521, loss: 8.1521 2025-08-06 00:48:37,922 - pyskl - INFO - Epoch [34][7100/7492] lr: 4.394e-02, eta: 5 days, 18:19:32, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5128, loss_cls: 8.0701, loss: 8.0701 2025-08-06 00:49:36,490 - pyskl - INFO - Epoch [34][7200/7492] lr: 4.394e-02, eta: 5 days, 18:18:39, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2494, top5_acc: 0.5034, loss_cls: 8.2072, loss: 8.2072 2025-08-06 00:50:34,796 - pyskl - INFO - Epoch [34][7300/7492] lr: 4.393e-02, eta: 5 days, 18:17:45, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2450, top5_acc: 0.5053, loss_cls: 8.2365, loss: 8.2365 2025-08-06 00:51:32,971 - pyskl - INFO - Epoch [34][7400/7492] lr: 4.393e-02, eta: 5 days, 18:16:51, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.4953, loss_cls: 8.2241, loss: 8.2241 2025-08-06 00:52:27,834 - pyskl - INFO - Saving checkpoint at 34 epochs 2025-08-06 00:53:18,825 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 00:53:19,481 - pyskl - INFO - top1_acc 0.2042 top5_acc 0.4324 2025-08-06 00:53:19,481 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 00:53:19,525 - pyskl - INFO - mean_acc 0.2039 2025-08-06 00:53:19,545 - pyskl - INFO - Epoch(val) [34][617] top1_acc: 0.2042, top5_acc: 0.4324, mean_class_accuracy: 0.2039 2025-08-06 00:54:54,128 - pyskl - INFO - Epoch [35][100/7492] lr: 4.392e-02, eta: 5 days, 18:14:08, time: 0.946, data_time: 0.359, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5106, loss_cls: 8.0776, loss: 8.0776 2025-08-06 00:55:50,957 - pyskl - INFO - Epoch [35][200/7492] lr: 4.392e-02, eta: 5 days, 18:13:10, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5103, loss_cls: 8.0473, loss: 8.0473 2025-08-06 00:56:48,618 - pyskl - INFO - Epoch [35][300/7492] lr: 4.391e-02, eta: 5 days, 18:12:14, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5128, loss_cls: 8.1493, loss: 8.1493 2025-08-06 00:57:47,097 - pyskl - INFO - Epoch [35][400/7492] lr: 4.391e-02, eta: 5 days, 18:11:21, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5116, loss_cls: 8.0465, loss: 8.0465 2025-08-06 00:58:46,095 - pyskl - INFO - Epoch [35][500/7492] lr: 4.390e-02, eta: 5 days, 18:10:29, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5103, loss_cls: 8.0629, loss: 8.0629 2025-08-06 00:59:44,358 - pyskl - INFO - Epoch [35][600/7492] lr: 4.390e-02, eta: 5 days, 18:09:35, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.4997, loss_cls: 8.1159, loss: 8.1159 2025-08-06 01:00:42,885 - pyskl - INFO - Epoch [35][700/7492] lr: 4.389e-02, eta: 5 days, 18:08:42, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5116, loss_cls: 8.1667, loss: 8.1667 2025-08-06 01:01:41,195 - pyskl - INFO - Epoch [35][800/7492] lr: 4.389e-02, eta: 5 days, 18:07:49, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.5047, loss_cls: 8.1587, loss: 8.1587 2025-08-06 01:02:38,520 - pyskl - INFO - Epoch [35][900/7492] lr: 4.388e-02, eta: 5 days, 18:06:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5162, loss_cls: 8.0418, loss: 8.0418 2025-08-06 01:03:36,511 - pyskl - INFO - Epoch [35][1000/7492] lr: 4.388e-02, eta: 5 days, 18:05:57, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5250, loss_cls: 8.0212, loss: 8.0212 2025-08-06 01:04:35,223 - pyskl - INFO - Epoch [35][1100/7492] lr: 4.387e-02, eta: 5 days, 18:05:04, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5131, loss_cls: 8.0402, loss: 8.0402 2025-08-06 01:05:34,189 - pyskl - INFO - Epoch [35][1200/7492] lr: 4.387e-02, eta: 5 days, 18:04:13, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5219, loss_cls: 7.9876, loss: 7.9876 2025-08-06 01:06:32,181 - pyskl - INFO - Epoch [35][1300/7492] lr: 4.387e-02, eta: 5 days, 18:03:18, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5188, loss_cls: 7.9594, loss: 7.9594 2025-08-06 01:07:30,534 - pyskl - INFO - Epoch [35][1400/7492] lr: 4.386e-02, eta: 5 days, 18:02:24, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5144, loss_cls: 8.1328, loss: 8.1328 2025-08-06 01:08:28,793 - pyskl - INFO - Epoch [35][1500/7492] lr: 4.386e-02, eta: 5 days, 18:01:30, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2456, top5_acc: 0.4969, loss_cls: 8.2544, loss: 8.2544 2025-08-06 01:09:25,965 - pyskl - INFO - Epoch [35][1600/7492] lr: 4.385e-02, eta: 5 days, 18:00:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5041, loss_cls: 8.1356, loss: 8.1356 2025-08-06 01:10:22,771 - pyskl - INFO - Epoch [35][1700/7492] lr: 4.385e-02, eta: 5 days, 17:59:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.4941, loss_cls: 8.1851, loss: 8.1851 2025-08-06 01:11:21,144 - pyskl - INFO - Epoch [35][1800/7492] lr: 4.384e-02, eta: 5 days, 17:58:40, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2503, top5_acc: 0.5106, loss_cls: 8.1183, loss: 8.1183 2025-08-06 01:12:19,450 - pyskl - INFO - Epoch [35][1900/7492] lr: 4.384e-02, eta: 5 days, 17:57:46, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5116, loss_cls: 8.1643, loss: 8.1643 2025-08-06 01:13:17,900 - pyskl - INFO - Epoch [35][2000/7492] lr: 4.383e-02, eta: 5 days, 17:56:53, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5162, loss_cls: 8.0500, loss: 8.0500 2025-08-06 01:14:15,513 - pyskl - INFO - Epoch [35][2100/7492] lr: 4.383e-02, eta: 5 days, 17:55:57, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5197, loss_cls: 8.0444, loss: 8.0444 2025-08-06 01:15:14,398 - pyskl - INFO - Epoch [35][2200/7492] lr: 4.382e-02, eta: 5 days, 17:55:05, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5031, loss_cls: 8.1363, loss: 8.1363 2025-08-06 01:16:13,322 - pyskl - INFO - Epoch [35][2300/7492] lr: 4.382e-02, eta: 5 days, 17:54:13, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5131, loss_cls: 8.0396, loss: 8.0396 2025-08-06 01:17:10,302 - pyskl - INFO - Epoch [35][2400/7492] lr: 4.381e-02, eta: 5 days, 17:53:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5109, loss_cls: 8.1267, loss: 8.1267 2025-08-06 01:18:07,566 - pyskl - INFO - Epoch [35][2500/7492] lr: 4.381e-02, eta: 5 days, 17:52:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.4981, loss_cls: 8.0845, loss: 8.0845 2025-08-06 01:19:05,639 - pyskl - INFO - Epoch [35][2600/7492] lr: 4.381e-02, eta: 5 days, 17:51:23, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5178, loss_cls: 8.0470, loss: 8.0470 2025-08-06 01:20:04,247 - pyskl - INFO - Epoch [35][2700/7492] lr: 4.380e-02, eta: 5 days, 17:50:30, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5138, loss_cls: 8.0258, loss: 8.0258 2025-08-06 01:21:01,921 - pyskl - INFO - Epoch [35][2800/7492] lr: 4.380e-02, eta: 5 days, 17:49:35, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5228, loss_cls: 8.0527, loss: 8.0527 2025-08-06 01:21:59,417 - pyskl - INFO - Epoch [35][2900/7492] lr: 4.379e-02, eta: 5 days, 17:48:38, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2466, top5_acc: 0.4813, loss_cls: 8.3196, loss: 8.3196 2025-08-06 01:22:58,104 - pyskl - INFO - Epoch [35][3000/7492] lr: 4.379e-02, eta: 5 days, 17:47:45, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5134, loss_cls: 8.0854, loss: 8.0854 2025-08-06 01:23:56,647 - pyskl - INFO - Epoch [35][3100/7492] lr: 4.378e-02, eta: 5 days, 17:46:52, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5012, loss_cls: 8.1376, loss: 8.1376 2025-08-06 01:24:54,943 - pyskl - INFO - Epoch [35][3200/7492] lr: 4.378e-02, eta: 5 days, 17:45:59, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5062, loss_cls: 8.1880, loss: 8.1880 2025-08-06 01:25:52,153 - pyskl - INFO - Epoch [35][3300/7492] lr: 4.377e-02, eta: 5 days, 17:45:01, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5134, loss_cls: 8.1475, loss: 8.1475 2025-08-06 01:26:49,615 - pyskl - INFO - Epoch [35][3400/7492] lr: 4.377e-02, eta: 5 days, 17:44:04, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5203, loss_cls: 8.0945, loss: 8.0945 2025-08-06 01:27:46,590 - pyskl - INFO - Epoch [35][3500/7492] lr: 4.376e-02, eta: 5 days, 17:43:06, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5150, loss_cls: 8.1486, loss: 8.1486 2025-08-06 01:28:44,391 - pyskl - INFO - Epoch [35][3600/7492] lr: 4.376e-02, eta: 5 days, 17:42:11, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5012, loss_cls: 8.1162, loss: 8.1162 2025-08-06 01:29:43,274 - pyskl - INFO - Epoch [35][3700/7492] lr: 4.375e-02, eta: 5 days, 17:41:19, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5000, loss_cls: 8.1881, loss: 8.1881 2025-08-06 01:30:40,779 - pyskl - INFO - Epoch [35][3800/7492] lr: 4.375e-02, eta: 5 days, 17:40:22, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.4991, loss_cls: 8.1041, loss: 8.1041 2025-08-06 01:31:38,285 - pyskl - INFO - Epoch [35][3900/7492] lr: 4.375e-02, eta: 5 days, 17:39:26, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5100, loss_cls: 8.1530, loss: 8.1530 2025-08-06 01:32:35,869 - pyskl - INFO - Epoch [35][4000/7492] lr: 4.374e-02, eta: 5 days, 17:38:29, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5212, loss_cls: 8.0871, loss: 8.0871 2025-08-06 01:33:35,339 - pyskl - INFO - Epoch [35][4100/7492] lr: 4.374e-02, eta: 5 days, 17:37:39, time: 0.595, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5222, loss_cls: 8.0505, loss: 8.0505 2025-08-06 01:34:34,020 - pyskl - INFO - Epoch [35][4200/7492] lr: 4.373e-02, eta: 5 days, 17:36:47, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5091, loss_cls: 8.1276, loss: 8.1276 2025-08-06 01:35:31,416 - pyskl - INFO - Epoch [35][4300/7492] lr: 4.373e-02, eta: 5 days, 17:35:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5188, loss_cls: 7.9787, loss: 7.9787 2025-08-06 01:36:29,293 - pyskl - INFO - Epoch [35][4400/7492] lr: 4.372e-02, eta: 5 days, 17:34:55, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5028, loss_cls: 8.1105, loss: 8.1105 2025-08-06 01:37:28,162 - pyskl - INFO - Epoch [35][4500/7492] lr: 4.372e-02, eta: 5 days, 17:34:03, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5178, loss_cls: 8.0233, loss: 8.0233 2025-08-06 01:38:26,945 - pyskl - INFO - Epoch [35][4600/7492] lr: 4.371e-02, eta: 5 days, 17:33:10, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.4950, loss_cls: 8.1302, loss: 8.1302 2025-08-06 01:39:25,691 - pyskl - INFO - Epoch [35][4700/7492] lr: 4.371e-02, eta: 5 days, 17:32:18, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.4988, loss_cls: 8.2660, loss: 8.2660 2025-08-06 01:40:23,466 - pyskl - INFO - Epoch [35][4800/7492] lr: 4.370e-02, eta: 5 days, 17:31:22, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5106, loss_cls: 8.1022, loss: 8.1022 2025-08-06 01:41:20,482 - pyskl - INFO - Epoch [35][4900/7492] lr: 4.370e-02, eta: 5 days, 17:30:24, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5050, loss_cls: 8.0257, loss: 8.0257 2025-08-06 01:42:17,835 - pyskl - INFO - Epoch [35][5000/7492] lr: 4.369e-02, eta: 5 days, 17:29:27, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5244, loss_cls: 8.0315, loss: 8.0315 2025-08-06 01:43:14,683 - pyskl - INFO - Epoch [35][5100/7492] lr: 4.369e-02, eta: 5 days, 17:28:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5059, loss_cls: 8.1225, loss: 8.1225 2025-08-06 01:44:12,541 - pyskl - INFO - Epoch [35][5200/7492] lr: 4.369e-02, eta: 5 days, 17:27:33, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5034, loss_cls: 8.1982, loss: 8.1982 2025-08-06 01:45:08,985 - pyskl - INFO - Epoch [35][5300/7492] lr: 4.368e-02, eta: 5 days, 17:26:33, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.4988, loss_cls: 8.2404, loss: 8.2404 2025-08-06 01:46:06,687 - pyskl - INFO - Epoch [35][5400/7492] lr: 4.368e-02, eta: 5 days, 17:25:37, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5078, loss_cls: 8.1005, loss: 8.1005 2025-08-06 01:47:04,665 - pyskl - INFO - Epoch [35][5500/7492] lr: 4.367e-02, eta: 5 days, 17:24:42, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.4966, loss_cls: 8.1399, loss: 8.1399 2025-08-06 01:48:01,716 - pyskl - INFO - Epoch [35][5600/7492] lr: 4.367e-02, eta: 5 days, 17:23:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.4997, loss_cls: 8.1023, loss: 8.1023 2025-08-06 01:49:00,278 - pyskl - INFO - Epoch [35][5700/7492] lr: 4.366e-02, eta: 5 days, 17:22:51, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2528, top5_acc: 0.5144, loss_cls: 8.0945, loss: 8.0945 2025-08-06 01:49:58,660 - pyskl - INFO - Epoch [35][5800/7492] lr: 4.366e-02, eta: 5 days, 17:21:57, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5094, loss_cls: 8.1630, loss: 8.1630 2025-08-06 01:50:57,019 - pyskl - INFO - Epoch [35][5900/7492] lr: 4.365e-02, eta: 5 days, 17:21:03, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5009, loss_cls: 8.0935, loss: 8.0935 2025-08-06 01:51:55,745 - pyskl - INFO - Epoch [35][6000/7492] lr: 4.365e-02, eta: 5 days, 17:20:11, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5238, loss_cls: 8.0088, loss: 8.0088 2025-08-06 01:52:52,991 - pyskl - INFO - Epoch [35][6100/7492] lr: 4.364e-02, eta: 5 days, 17:19:14, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2494, top5_acc: 0.4897, loss_cls: 8.1289, loss: 8.1289 2025-08-06 01:53:51,776 - pyskl - INFO - Epoch [35][6200/7492] lr: 4.364e-02, eta: 5 days, 17:18:21, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5138, loss_cls: 8.1095, loss: 8.1095 2025-08-06 01:54:50,611 - pyskl - INFO - Epoch [35][6300/7492] lr: 4.363e-02, eta: 5 days, 17:17:29, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5150, loss_cls: 8.0399, loss: 8.0399 2025-08-06 01:55:49,434 - pyskl - INFO - Epoch [35][6400/7492] lr: 4.363e-02, eta: 5 days, 17:16:37, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2462, top5_acc: 0.5031, loss_cls: 8.2016, loss: 8.2016 2025-08-06 01:56:46,878 - pyskl - INFO - Epoch [35][6500/7492] lr: 4.362e-02, eta: 5 days, 17:15:40, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2491, top5_acc: 0.4981, loss_cls: 8.1271, loss: 8.1271 2025-08-06 01:57:44,805 - pyskl - INFO - Epoch [35][6600/7492] lr: 4.362e-02, eta: 5 days, 17:14:45, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.4916, loss_cls: 8.1453, loss: 8.1453 2025-08-06 01:58:41,605 - pyskl - INFO - Epoch [35][6700/7492] lr: 4.362e-02, eta: 5 days, 17:13:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.4931, loss_cls: 8.0682, loss: 8.0682 2025-08-06 01:59:38,719 - pyskl - INFO - Epoch [35][6800/7492] lr: 4.361e-02, eta: 5 days, 17:12:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 8.1199, loss: 8.1199 2025-08-06 02:00:36,886 - pyskl - INFO - Epoch [35][6900/7492] lr: 4.361e-02, eta: 5 days, 17:11:54, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5075, loss_cls: 8.1846, loss: 8.1846 2025-08-06 02:01:34,955 - pyskl - INFO - Epoch [35][7000/7492] lr: 4.360e-02, eta: 5 days, 17:10:59, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5116, loss_cls: 8.1849, loss: 8.1849 2025-08-06 02:02:32,973 - pyskl - INFO - Epoch [35][7100/7492] lr: 4.360e-02, eta: 5 days, 17:10:04, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.5031, loss_cls: 8.1633, loss: 8.1633 2025-08-06 02:03:30,727 - pyskl - INFO - Epoch [35][7200/7492] lr: 4.359e-02, eta: 5 days, 17:09:08, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5119, loss_cls: 8.1246, loss: 8.1246 2025-08-06 02:04:28,014 - pyskl - INFO - Epoch [35][7300/7492] lr: 4.359e-02, eta: 5 days, 17:08:11, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5047, loss_cls: 8.0552, loss: 8.0552 2025-08-06 02:05:25,216 - pyskl - INFO - Epoch [35][7400/7492] lr: 4.358e-02, eta: 5 days, 17:07:14, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5078, loss_cls: 8.1133, loss: 8.1133 2025-08-06 02:06:19,422 - pyskl - INFO - Saving checkpoint at 35 epochs 2025-08-06 02:07:08,214 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 02:07:08,872 - pyskl - INFO - top1_acc 0.2214 top5_acc 0.4640 2025-08-06 02:07:08,872 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 02:07:08,915 - pyskl - INFO - mean_acc 0.2212 2025-08-06 02:07:08,981 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_24.pth was removed 2025-08-06 02:07:10,793 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_35.pth. 2025-08-06 02:07:10,795 - pyskl - INFO - Best top1_acc is 0.2214 at 35 epoch. 2025-08-06 02:07:10,825 - pyskl - INFO - Epoch(val) [35][617] top1_acc: 0.2214, top5_acc: 0.4640, mean_class_accuracy: 0.2212 2025-08-06 02:08:45,799 - pyskl - INFO - Epoch [36][100/7492] lr: 4.357e-02, eta: 5 days, 17:04:34, time: 0.950, data_time: 0.361, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5194, loss_cls: 8.0109, loss: 8.0109 2025-08-06 02:09:43,553 - pyskl - INFO - Epoch [36][200/7492] lr: 4.357e-02, eta: 5 days, 17:03:38, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5109, loss_cls: 8.1685, loss: 8.1685 2025-08-06 02:10:42,318 - pyskl - INFO - Epoch [36][300/7492] lr: 4.356e-02, eta: 5 days, 17:02:46, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5197, loss_cls: 8.0019, loss: 8.0019 2025-08-06 02:11:40,820 - pyskl - INFO - Epoch [36][400/7492] lr: 4.356e-02, eta: 5 days, 17:01:53, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5091, loss_cls: 8.1326, loss: 8.1326 2025-08-06 02:12:39,257 - pyskl - INFO - Epoch [36][500/7492] lr: 4.356e-02, eta: 5 days, 17:00:59, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.4981, loss_cls: 8.1290, loss: 8.1290 2025-08-06 02:13:37,366 - pyskl - INFO - Epoch [36][600/7492] lr: 4.355e-02, eta: 5 days, 17:00:05, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5028, loss_cls: 8.1224, loss: 8.1224 2025-08-06 02:14:34,143 - pyskl - INFO - Epoch [36][700/7492] lr: 4.355e-02, eta: 5 days, 16:59:06, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5159, loss_cls: 8.1521, loss: 8.1521 2025-08-06 02:15:33,152 - pyskl - INFO - Epoch [36][800/7492] lr: 4.354e-02, eta: 5 days, 16:58:14, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.4997, loss_cls: 8.1290, loss: 8.1290 2025-08-06 02:16:32,093 - pyskl - INFO - Epoch [36][900/7492] lr: 4.354e-02, eta: 5 days, 16:57:22, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5003, loss_cls: 8.1184, loss: 8.1184 2025-08-06 02:17:30,201 - pyskl - INFO - Epoch [36][1000/7492] lr: 4.353e-02, eta: 5 days, 16:56:28, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5169, loss_cls: 8.1543, loss: 8.1543 2025-08-06 02:18:28,426 - pyskl - INFO - Epoch [36][1100/7492] lr: 4.353e-02, eta: 5 days, 16:55:33, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5156, loss_cls: 8.0592, loss: 8.0592 2025-08-06 02:19:26,811 - pyskl - INFO - Epoch [36][1200/7492] lr: 4.352e-02, eta: 5 days, 16:54:40, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5056, loss_cls: 8.0964, loss: 8.0964 2025-08-06 02:20:25,239 - pyskl - INFO - Epoch [36][1300/7492] lr: 4.352e-02, eta: 5 days, 16:53:46, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5069, loss_cls: 8.1022, loss: 8.1022 2025-08-06 02:21:23,454 - pyskl - INFO - Epoch [36][1400/7492] lr: 4.351e-02, eta: 5 days, 16:52:52, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5119, loss_cls: 7.9908, loss: 7.9908 2025-08-06 02:22:22,821 - pyskl - INFO - Epoch [36][1500/7492] lr: 4.351e-02, eta: 5 days, 16:52:01, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5162, loss_cls: 8.0439, loss: 8.0439 2025-08-06 02:23:21,926 - pyskl - INFO - Epoch [36][1600/7492] lr: 4.350e-02, eta: 5 days, 16:51:10, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5128, loss_cls: 8.0436, loss: 8.0436 2025-08-06 02:24:20,217 - pyskl - INFO - Epoch [36][1700/7492] lr: 4.350e-02, eta: 5 days, 16:50:16, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5234, loss_cls: 8.0239, loss: 8.0239 2025-08-06 02:25:18,371 - pyskl - INFO - Epoch [36][1800/7492] lr: 4.349e-02, eta: 5 days, 16:49:21, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.4978, loss_cls: 8.1690, loss: 8.1690 2025-08-06 02:26:16,455 - pyskl - INFO - Epoch [36][1900/7492] lr: 4.349e-02, eta: 5 days, 16:48:27, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5219, loss_cls: 8.0422, loss: 8.0422 2025-08-06 02:27:14,616 - pyskl - INFO - Epoch [36][2000/7492] lr: 4.348e-02, eta: 5 days, 16:47:32, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5138, loss_cls: 8.0623, loss: 8.0623 2025-08-06 02:28:13,367 - pyskl - INFO - Epoch [36][2100/7492] lr: 4.348e-02, eta: 5 days, 16:46:40, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5162, loss_cls: 8.1378, loss: 8.1378 2025-08-06 02:29:10,380 - pyskl - INFO - Epoch [36][2200/7492] lr: 4.348e-02, eta: 5 days, 16:45:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5084, loss_cls: 8.1811, loss: 8.1811 2025-08-06 02:30:08,348 - pyskl - INFO - Epoch [36][2300/7492] lr: 4.347e-02, eta: 5 days, 16:44:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5062, loss_cls: 8.1056, loss: 8.1056 2025-08-06 02:31:05,959 - pyskl - INFO - Epoch [36][2400/7492] lr: 4.347e-02, eta: 5 days, 16:43:50, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5091, loss_cls: 8.0927, loss: 8.0927 2025-08-06 02:32:04,686 - pyskl - INFO - Epoch [36][2500/7492] lr: 4.346e-02, eta: 5 days, 16:42:58, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5138, loss_cls: 8.0680, loss: 8.0680 2025-08-06 02:33:01,916 - pyskl - INFO - Epoch [36][2600/7492] lr: 4.346e-02, eta: 5 days, 16:42:00, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2444, top5_acc: 0.4969, loss_cls: 8.2306, loss: 8.2306 2025-08-06 02:33:59,167 - pyskl - INFO - Epoch [36][2700/7492] lr: 4.345e-02, eta: 5 days, 16:41:03, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.5188, loss_cls: 8.0281, loss: 8.0281 2025-08-06 02:34:56,595 - pyskl - INFO - Epoch [36][2800/7492] lr: 4.345e-02, eta: 5 days, 16:40:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5097, loss_cls: 8.0546, loss: 8.0546 2025-08-06 02:35:54,079 - pyskl - INFO - Epoch [36][2900/7492] lr: 4.344e-02, eta: 5 days, 16:39:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5069, loss_cls: 8.1339, loss: 8.1339 2025-08-06 02:36:51,826 - pyskl - INFO - Epoch [36][3000/7492] lr: 4.344e-02, eta: 5 days, 16:38:13, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2491, top5_acc: 0.5031, loss_cls: 8.1580, loss: 8.1580 2025-08-06 02:37:50,313 - pyskl - INFO - Epoch [36][3100/7492] lr: 4.343e-02, eta: 5 days, 16:37:20, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5169, loss_cls: 8.0010, loss: 8.0010 2025-08-06 02:38:48,391 - pyskl - INFO - Epoch [36][3200/7492] lr: 4.343e-02, eta: 5 days, 16:36:25, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.5009, loss_cls: 8.2659, loss: 8.2659 2025-08-06 02:39:46,714 - pyskl - INFO - Epoch [36][3300/7492] lr: 4.342e-02, eta: 5 days, 16:35:31, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5103, loss_cls: 8.0674, loss: 8.0674 2025-08-06 02:40:43,785 - pyskl - INFO - Epoch [36][3400/7492] lr: 4.342e-02, eta: 5 days, 16:34:33, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5312, loss_cls: 7.9712, loss: 7.9712 2025-08-06 02:41:40,978 - pyskl - INFO - Epoch [36][3500/7492] lr: 4.341e-02, eta: 5 days, 16:33:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5166, loss_cls: 8.1272, loss: 8.1272 2025-08-06 02:42:39,973 - pyskl - INFO - Epoch [36][3600/7492] lr: 4.341e-02, eta: 5 days, 16:32:44, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5109, loss_cls: 8.0518, loss: 8.0518 2025-08-06 02:43:37,792 - pyskl - INFO - Epoch [36][3700/7492] lr: 4.340e-02, eta: 5 days, 16:31:48, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5138, loss_cls: 7.9612, loss: 7.9612 2025-08-06 02:44:34,543 - pyskl - INFO - Epoch [36][3800/7492] lr: 4.340e-02, eta: 5 days, 16:30:49, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5022, loss_cls: 8.1414, loss: 8.1414 2025-08-06 02:45:31,501 - pyskl - INFO - Epoch [36][3900/7492] lr: 4.340e-02, eta: 5 days, 16:29:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5125, loss_cls: 8.0466, loss: 8.0466 2025-08-06 02:46:28,373 - pyskl - INFO - Epoch [36][4000/7492] lr: 4.339e-02, eta: 5 days, 16:28:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5097, loss_cls: 8.1511, loss: 8.1511 2025-08-06 02:47:26,389 - pyskl - INFO - Epoch [36][4100/7492] lr: 4.339e-02, eta: 5 days, 16:27:57, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5009, loss_cls: 8.2346, loss: 8.2346 2025-08-06 02:48:24,857 - pyskl - INFO - Epoch [36][4200/7492] lr: 4.338e-02, eta: 5 days, 16:27:04, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5031, loss_cls: 8.0859, loss: 8.0859 2025-08-06 02:49:23,602 - pyskl - INFO - Epoch [36][4300/7492] lr: 4.338e-02, eta: 5 days, 16:26:11, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5100, loss_cls: 8.0957, loss: 8.0957 2025-08-06 02:50:21,845 - pyskl - INFO - Epoch [36][4400/7492] lr: 4.337e-02, eta: 5 days, 16:25:17, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5112, loss_cls: 8.0748, loss: 8.0748 2025-08-06 02:51:19,420 - pyskl - INFO - Epoch [36][4500/7492] lr: 4.337e-02, eta: 5 days, 16:24:20, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5081, loss_cls: 8.1640, loss: 8.1640 2025-08-06 02:52:17,894 - pyskl - INFO - Epoch [36][4600/7492] lr: 4.336e-02, eta: 5 days, 16:23:27, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5066, loss_cls: 8.1248, loss: 8.1248 2025-08-06 02:53:16,713 - pyskl - INFO - Epoch [36][4700/7492] lr: 4.336e-02, eta: 5 days, 16:22:34, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.5022, loss_cls: 8.1321, loss: 8.1321 2025-08-06 02:54:14,600 - pyskl - INFO - Epoch [36][4800/7492] lr: 4.335e-02, eta: 5 days, 16:21:39, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5284, loss_cls: 8.0550, loss: 8.0550 2025-08-06 02:55:12,818 - pyskl - INFO - Epoch [36][4900/7492] lr: 4.335e-02, eta: 5 days, 16:20:45, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5212, loss_cls: 8.1064, loss: 8.1064 2025-08-06 02:56:10,986 - pyskl - INFO - Epoch [36][5000/7492] lr: 4.334e-02, eta: 5 days, 16:19:50, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5109, loss_cls: 8.1650, loss: 8.1650 2025-08-06 02:57:07,813 - pyskl - INFO - Epoch [36][5100/7492] lr: 4.334e-02, eta: 5 days, 16:18:51, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2444, top5_acc: 0.5041, loss_cls: 8.1366, loss: 8.1366 2025-08-06 02:58:04,719 - pyskl - INFO - Epoch [36][5200/7492] lr: 4.333e-02, eta: 5 days, 16:17:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2437, top5_acc: 0.4978, loss_cls: 8.2400, loss: 8.2400 2025-08-06 02:59:01,731 - pyskl - INFO - Epoch [36][5300/7492] lr: 4.333e-02, eta: 5 days, 16:16:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5103, loss_cls: 7.9966, loss: 7.9966 2025-08-06 02:59:59,989 - pyskl - INFO - Epoch [36][5400/7492] lr: 4.332e-02, eta: 5 days, 16:16:00, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5022, loss_cls: 8.1481, loss: 8.1481 2025-08-06 03:00:57,649 - pyskl - INFO - Epoch [36][5500/7492] lr: 4.332e-02, eta: 5 days, 16:15:04, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5112, loss_cls: 8.1379, loss: 8.1379 2025-08-06 03:01:54,839 - pyskl - INFO - Epoch [36][5600/7492] lr: 4.331e-02, eta: 5 days, 16:14:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5019, loss_cls: 8.1277, loss: 8.1277 2025-08-06 03:02:52,039 - pyskl - INFO - Epoch [36][5700/7492] lr: 4.331e-02, eta: 5 days, 16:13:09, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.4938, loss_cls: 8.1606, loss: 8.1606 2025-08-06 03:03:50,045 - pyskl - INFO - Epoch [36][5800/7492] lr: 4.331e-02, eta: 5 days, 16:12:14, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2497, top5_acc: 0.4972, loss_cls: 8.1938, loss: 8.1938 2025-08-06 03:04:49,040 - pyskl - INFO - Epoch [36][5900/7492] lr: 4.330e-02, eta: 5 days, 16:11:22, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5103, loss_cls: 8.1471, loss: 8.1471 2025-08-06 03:05:47,641 - pyskl - INFO - Epoch [36][6000/7492] lr: 4.330e-02, eta: 5 days, 16:10:29, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5225, loss_cls: 8.1066, loss: 8.1066 2025-08-06 03:06:45,315 - pyskl - INFO - Epoch [36][6100/7492] lr: 4.329e-02, eta: 5 days, 16:09:33, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5253, loss_cls: 8.0516, loss: 8.0516 2025-08-06 03:07:43,006 - pyskl - INFO - Epoch [36][6200/7492] lr: 4.329e-02, eta: 5 days, 16:08:37, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5194, loss_cls: 8.0344, loss: 8.0344 2025-08-06 03:08:41,614 - pyskl - INFO - Epoch [36][6300/7492] lr: 4.328e-02, eta: 5 days, 16:07:44, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5197, loss_cls: 8.0916, loss: 8.0916 2025-08-06 03:09:39,982 - pyskl - INFO - Epoch [36][6400/7492] lr: 4.328e-02, eta: 5 days, 16:06:50, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5181, loss_cls: 8.0745, loss: 8.0745 2025-08-06 03:10:36,878 - pyskl - INFO - Epoch [36][6500/7492] lr: 4.327e-02, eta: 5 days, 16:05:51, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5038, loss_cls: 8.1641, loss: 8.1641 2025-08-06 03:11:33,959 - pyskl - INFO - Epoch [36][6600/7492] lr: 4.327e-02, eta: 5 days, 16:04:53, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5112, loss_cls: 8.0940, loss: 8.0940 2025-08-06 03:12:31,634 - pyskl - INFO - Epoch [36][6700/7492] lr: 4.326e-02, eta: 5 days, 16:03:57, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5150, loss_cls: 8.0902, loss: 8.0902 2025-08-06 03:13:29,969 - pyskl - INFO - Epoch [36][6800/7492] lr: 4.326e-02, eta: 5 days, 16:03:03, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5088, loss_cls: 8.0541, loss: 8.0541 2025-08-06 03:14:28,226 - pyskl - INFO - Epoch [36][6900/7492] lr: 4.325e-02, eta: 5 days, 16:02:09, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5156, loss_cls: 8.1005, loss: 8.1005 2025-08-06 03:15:26,995 - pyskl - INFO - Epoch [36][7000/7492] lr: 4.325e-02, eta: 5 days, 16:01:16, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5094, loss_cls: 8.1270, loss: 8.1270 2025-08-06 03:16:25,394 - pyskl - INFO - Epoch [36][7100/7492] lr: 4.324e-02, eta: 5 days, 16:00:22, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5066, loss_cls: 8.1578, loss: 8.1578 2025-08-06 03:17:23,136 - pyskl - INFO - Epoch [36][7200/7492] lr: 4.324e-02, eta: 5 days, 15:59:26, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5162, loss_cls: 8.0795, loss: 8.0795 2025-08-06 03:18:22,203 - pyskl - INFO - Epoch [36][7300/7492] lr: 4.323e-02, eta: 5 days, 15:58:35, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5075, loss_cls: 8.1600, loss: 8.1600 2025-08-06 03:19:21,018 - pyskl - INFO - Epoch [36][7400/7492] lr: 4.323e-02, eta: 5 days, 15:57:42, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.4981, loss_cls: 8.2623, loss: 8.2623 2025-08-06 03:20:16,513 - pyskl - INFO - Saving checkpoint at 36 epochs 2025-08-06 03:21:08,489 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 03:21:09,152 - pyskl - INFO - top1_acc 0.1999 top5_acc 0.4309 2025-08-06 03:21:09,152 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 03:21:09,194 - pyskl - INFO - mean_acc 0.1997 2025-08-06 03:21:09,206 - pyskl - INFO - Epoch(val) [36][617] top1_acc: 0.1999, top5_acc: 0.4309, mean_class_accuracy: 0.1997 2025-08-06 03:22:41,337 - pyskl - INFO - Epoch [37][100/7492] lr: 4.322e-02, eta: 5 days, 15:54:56, time: 0.921, data_time: 0.333, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5091, loss_cls: 8.1211, loss: 8.1211 2025-08-06 03:23:38,168 - pyskl - INFO - Epoch [37][200/7492] lr: 4.321e-02, eta: 5 days, 15:53:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5038, loss_cls: 8.0628, loss: 8.0628 2025-08-06 03:24:35,748 - pyskl - INFO - Epoch [37][300/7492] lr: 4.321e-02, eta: 5 days, 15:53:00, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5178, loss_cls: 7.9599, loss: 7.9599 2025-08-06 03:25:34,321 - pyskl - INFO - Epoch [37][400/7492] lr: 4.321e-02, eta: 5 days, 15:52:07, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5097, loss_cls: 8.0881, loss: 8.0881 2025-08-06 03:26:33,363 - pyskl - INFO - Epoch [37][500/7492] lr: 4.320e-02, eta: 5 days, 15:51:15, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5072, loss_cls: 8.0669, loss: 8.0669 2025-08-06 03:27:32,229 - pyskl - INFO - Epoch [37][600/7492] lr: 4.320e-02, eta: 5 days, 15:50:23, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5125, loss_cls: 8.0733, loss: 8.0733 2025-08-06 03:28:31,080 - pyskl - INFO - Epoch [37][700/7492] lr: 4.319e-02, eta: 5 days, 15:49:31, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5231, loss_cls: 8.0242, loss: 8.0242 2025-08-06 03:29:29,238 - pyskl - INFO - Epoch [37][800/7492] lr: 4.319e-02, eta: 5 days, 15:48:36, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5109, loss_cls: 8.0220, loss: 8.0220 2025-08-06 03:30:26,373 - pyskl - INFO - Epoch [37][900/7492] lr: 4.318e-02, eta: 5 days, 15:47:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.4994, loss_cls: 8.1690, loss: 8.1690 2025-08-06 03:31:24,116 - pyskl - INFO - Epoch [37][1000/7492] lr: 4.318e-02, eta: 5 days, 15:46:42, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5153, loss_cls: 8.0545, loss: 8.0545 2025-08-06 03:32:21,603 - pyskl - INFO - Epoch [37][1100/7492] lr: 4.317e-02, eta: 5 days, 15:45:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5156, loss_cls: 8.0839, loss: 8.0839 2025-08-06 03:33:20,527 - pyskl - INFO - Epoch [37][1200/7492] lr: 4.317e-02, eta: 5 days, 15:44:53, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5269, loss_cls: 7.9954, loss: 7.9954 2025-08-06 03:34:17,870 - pyskl - INFO - Epoch [37][1300/7492] lr: 4.316e-02, eta: 5 days, 15:43:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5100, loss_cls: 8.0581, loss: 8.0581 2025-08-06 03:35:16,082 - pyskl - INFO - Epoch [37][1400/7492] lr: 4.316e-02, eta: 5 days, 15:43:02, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5319, loss_cls: 7.9730, loss: 7.9730 2025-08-06 03:36:14,679 - pyskl - INFO - Epoch [37][1500/7492] lr: 4.315e-02, eta: 5 days, 15:42:09, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5159, loss_cls: 8.0921, loss: 8.0921 2025-08-06 03:37:13,798 - pyskl - INFO - Epoch [37][1600/7492] lr: 4.315e-02, eta: 5 days, 15:41:17, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5216, loss_cls: 8.0941, loss: 8.0941 2025-08-06 03:38:10,818 - pyskl - INFO - Epoch [37][1700/7492] lr: 4.314e-02, eta: 5 days, 15:40:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5006, loss_cls: 8.0283, loss: 8.0283 2025-08-06 03:39:07,440 - pyskl - INFO - Epoch [37][1800/7492] lr: 4.314e-02, eta: 5 days, 15:39:19, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5188, loss_cls: 8.0200, loss: 8.0200 2025-08-06 03:40:05,275 - pyskl - INFO - Epoch [37][1900/7492] lr: 4.313e-02, eta: 5 days, 15:38:24, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5144, loss_cls: 8.0223, loss: 8.0223 2025-08-06 03:41:02,399 - pyskl - INFO - Epoch [37][2000/7492] lr: 4.313e-02, eta: 5 days, 15:37:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2525, top5_acc: 0.4991, loss_cls: 8.1439, loss: 8.1439 2025-08-06 03:42:00,769 - pyskl - INFO - Epoch [37][2100/7492] lr: 4.312e-02, eta: 5 days, 15:36:32, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5159, loss_cls: 8.0921, loss: 8.0921 2025-08-06 03:42:59,744 - pyskl - INFO - Epoch [37][2200/7492] lr: 4.312e-02, eta: 5 days, 15:35:40, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5178, loss_cls: 8.0238, loss: 8.0238 2025-08-06 03:43:58,323 - pyskl - INFO - Epoch [37][2300/7492] lr: 4.311e-02, eta: 5 days, 15:34:47, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5044, loss_cls: 8.1152, loss: 8.1152 2025-08-06 03:44:56,583 - pyskl - INFO - Epoch [37][2400/7492] lr: 4.311e-02, eta: 5 days, 15:33:52, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5188, loss_cls: 8.0235, loss: 8.0235 2025-08-06 03:45:54,149 - pyskl - INFO - Epoch [37][2500/7492] lr: 4.310e-02, eta: 5 days, 15:32:56, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5081, loss_cls: 8.1214, loss: 8.1214 2025-08-06 03:46:52,986 - pyskl - INFO - Epoch [37][2600/7492] lr: 4.310e-02, eta: 5 days, 15:32:03, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.4931, loss_cls: 8.2230, loss: 8.2230 2025-08-06 03:47:51,272 - pyskl - INFO - Epoch [37][2700/7492] lr: 4.309e-02, eta: 5 days, 15:31:09, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5047, loss_cls: 8.1959, loss: 8.1959 2025-08-06 03:48:48,880 - pyskl - INFO - Epoch [37][2800/7492] lr: 4.309e-02, eta: 5 days, 15:30:13, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5275, loss_cls: 8.0246, loss: 8.0246 2025-08-06 03:49:45,928 - pyskl - INFO - Epoch [37][2900/7492] lr: 4.308e-02, eta: 5 days, 15:29:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5166, loss_cls: 8.1300, loss: 8.1300 2025-08-06 03:50:44,848 - pyskl - INFO - Epoch [37][3000/7492] lr: 4.308e-02, eta: 5 days, 15:28:22, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5184, loss_cls: 8.0374, loss: 8.0374 2025-08-06 03:51:42,924 - pyskl - INFO - Epoch [37][3100/7492] lr: 4.308e-02, eta: 5 days, 15:27:28, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5128, loss_cls: 8.0891, loss: 8.0891 2025-08-06 03:52:40,701 - pyskl - INFO - Epoch [37][3200/7492] lr: 4.307e-02, eta: 5 days, 15:26:32, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5041, loss_cls: 8.1357, loss: 8.1357 2025-08-06 03:53:39,217 - pyskl - INFO - Epoch [37][3300/7492] lr: 4.307e-02, eta: 5 days, 15:25:38, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5247, loss_cls: 7.9694, loss: 7.9694 2025-08-06 03:54:37,565 - pyskl - INFO - Epoch [37][3400/7492] lr: 4.306e-02, eta: 5 days, 15:24:44, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.4906, loss_cls: 8.1929, loss: 8.1929 2025-08-06 03:55:34,609 - pyskl - INFO - Epoch [37][3500/7492] lr: 4.306e-02, eta: 5 days, 15:23:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5069, loss_cls: 8.0825, loss: 8.0825 2025-08-06 03:56:32,437 - pyskl - INFO - Epoch [37][3600/7492] lr: 4.305e-02, eta: 5 days, 15:22:50, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5119, loss_cls: 8.1106, loss: 8.1106 2025-08-06 03:57:30,969 - pyskl - INFO - Epoch [37][3700/7492] lr: 4.305e-02, eta: 5 days, 15:21:57, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.4984, loss_cls: 8.1452, loss: 8.1452 2025-08-06 03:58:29,093 - pyskl - INFO - Epoch [37][3800/7492] lr: 4.304e-02, eta: 5 days, 15:21:02, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5072, loss_cls: 8.0911, loss: 8.0911 2025-08-06 03:59:26,366 - pyskl - INFO - Epoch [37][3900/7492] lr: 4.304e-02, eta: 5 days, 15:20:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5194, loss_cls: 8.0288, loss: 8.0288 2025-08-06 04:00:24,796 - pyskl - INFO - Epoch [37][4000/7492] lr: 4.303e-02, eta: 5 days, 15:19:11, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5156, loss_cls: 8.1631, loss: 8.1631 2025-08-06 04:01:22,663 - pyskl - INFO - Epoch [37][4100/7492] lr: 4.303e-02, eta: 5 days, 15:18:15, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.4909, loss_cls: 8.1594, loss: 8.1594 2025-08-06 04:02:19,594 - pyskl - INFO - Epoch [37][4200/7492] lr: 4.302e-02, eta: 5 days, 15:17:17, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5094, loss_cls: 8.0981, loss: 8.0981 2025-08-06 04:03:16,360 - pyskl - INFO - Epoch [37][4300/7492] lr: 4.302e-02, eta: 5 days, 15:16:18, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2522, top5_acc: 0.4906, loss_cls: 8.2047, loss: 8.2047 2025-08-06 04:04:14,369 - pyskl - INFO - Epoch [37][4400/7492] lr: 4.301e-02, eta: 5 days, 15:15:23, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5069, loss_cls: 8.0923, loss: 8.0923 2025-08-06 04:05:12,163 - pyskl - INFO - Epoch [37][4500/7492] lr: 4.301e-02, eta: 5 days, 15:14:27, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.5003, loss_cls: 8.1906, loss: 8.1906 2025-08-06 04:06:09,298 - pyskl - INFO - Epoch [37][4600/7492] lr: 4.300e-02, eta: 5 days, 15:13:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2509, top5_acc: 0.4984, loss_cls: 8.0898, loss: 8.0898 2025-08-06 04:07:06,611 - pyskl - INFO - Epoch [37][4700/7492] lr: 4.300e-02, eta: 5 days, 15:12:32, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5028, loss_cls: 8.1060, loss: 8.1060 2025-08-06 04:08:05,686 - pyskl - INFO - Epoch [37][4800/7492] lr: 4.299e-02, eta: 5 days, 15:11:40, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 8.1508, loss: 8.1508 2025-08-06 04:09:03,647 - pyskl - INFO - Epoch [37][4900/7492] lr: 4.299e-02, eta: 5 days, 15:10:45, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.4994, loss_cls: 8.1040, loss: 8.1040 2025-08-06 04:10:01,504 - pyskl - INFO - Epoch [37][5000/7492] lr: 4.298e-02, eta: 5 days, 15:09:49, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5144, loss_cls: 8.1007, loss: 8.1007 2025-08-06 04:10:59,149 - pyskl - INFO - Epoch [37][5100/7492] lr: 4.298e-02, eta: 5 days, 15:08:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5194, loss_cls: 8.0049, loss: 8.0049 2025-08-06 04:11:55,856 - pyskl - INFO - Epoch [37][5200/7492] lr: 4.297e-02, eta: 5 days, 15:07:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.4981, loss_cls: 8.1235, loss: 8.1235 2025-08-06 04:12:52,851 - pyskl - INFO - Epoch [37][5300/7492] lr: 4.297e-02, eta: 5 days, 15:06:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2478, top5_acc: 0.5134, loss_cls: 8.0402, loss: 8.0402 2025-08-06 04:13:49,776 - pyskl - INFO - Epoch [37][5400/7492] lr: 4.296e-02, eta: 5 days, 15:05:57, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5147, loss_cls: 8.0366, loss: 8.0366 2025-08-06 04:14:47,801 - pyskl - INFO - Epoch [37][5500/7492] lr: 4.296e-02, eta: 5 days, 15:05:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5022, loss_cls: 8.1079, loss: 8.1079 2025-08-06 04:15:46,907 - pyskl - INFO - Epoch [37][5600/7492] lr: 4.295e-02, eta: 5 days, 15:04:10, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5019, loss_cls: 8.0848, loss: 8.0848 2025-08-06 04:16:45,149 - pyskl - INFO - Epoch [37][5700/7492] lr: 4.295e-02, eta: 5 days, 15:03:16, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5056, loss_cls: 8.1574, loss: 8.1574 2025-08-06 04:17:43,895 - pyskl - INFO - Epoch [37][5800/7492] lr: 4.294e-02, eta: 5 days, 15:02:23, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5038, loss_cls: 8.1401, loss: 8.1401 2025-08-06 04:18:42,564 - pyskl - INFO - Epoch [37][5900/7492] lr: 4.294e-02, eta: 5 days, 15:01:30, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2472, top5_acc: 0.5016, loss_cls: 8.1530, loss: 8.1530 2025-08-06 04:19:41,174 - pyskl - INFO - Epoch [37][6000/7492] lr: 4.293e-02, eta: 5 days, 15:00:36, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2431, top5_acc: 0.4891, loss_cls: 8.2328, loss: 8.2328 2025-08-06 04:20:38,792 - pyskl - INFO - Epoch [37][6100/7492] lr: 4.293e-02, eta: 5 days, 14:59:40, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5019, loss_cls: 8.1315, loss: 8.1315 2025-08-06 04:21:35,858 - pyskl - INFO - Epoch [37][6200/7492] lr: 4.292e-02, eta: 5 days, 14:58:42, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 8.1246, loss: 8.1246 2025-08-06 04:22:33,962 - pyskl - INFO - Epoch [37][6300/7492] lr: 4.292e-02, eta: 5 days, 14:57:47, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5094, loss_cls: 8.1028, loss: 8.1028 2025-08-06 04:23:33,092 - pyskl - INFO - Epoch [37][6400/7492] lr: 4.292e-02, eta: 5 days, 14:56:55, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5038, loss_cls: 8.1600, loss: 8.1600 2025-08-06 04:24:32,262 - pyskl - INFO - Epoch [37][6500/7492] lr: 4.291e-02, eta: 5 days, 14:56:04, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5200, loss_cls: 8.0686, loss: 8.0686 2025-08-06 04:25:31,295 - pyskl - INFO - Epoch [37][6600/7492] lr: 4.291e-02, eta: 5 days, 14:55:11, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5209, loss_cls: 8.0102, loss: 8.0102 2025-08-06 04:26:29,578 - pyskl - INFO - Epoch [37][6700/7492] lr: 4.290e-02, eta: 5 days, 14:54:17, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5062, loss_cls: 8.0220, loss: 8.0220 2025-08-06 04:27:28,254 - pyskl - INFO - Epoch [37][6800/7492] lr: 4.290e-02, eta: 5 days, 14:53:24, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2466, top5_acc: 0.5031, loss_cls: 8.2495, loss: 8.2495 2025-08-06 04:28:27,266 - pyskl - INFO - Epoch [37][6900/7492] lr: 4.289e-02, eta: 5 days, 14:52:32, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5103, loss_cls: 8.1067, loss: 8.1067 2025-08-06 04:29:25,883 - pyskl - INFO - Epoch [37][7000/7492] lr: 4.289e-02, eta: 5 days, 14:51:39, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.4959, loss_cls: 8.1297, loss: 8.1297 2025-08-06 04:30:23,370 - pyskl - INFO - Epoch [37][7100/7492] lr: 4.288e-02, eta: 5 days, 14:50:42, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5072, loss_cls: 8.0676, loss: 8.0676 2025-08-06 04:31:22,061 - pyskl - INFO - Epoch [37][7200/7492] lr: 4.288e-02, eta: 5 days, 14:49:49, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5153, loss_cls: 8.1010, loss: 8.1010 2025-08-06 04:32:19,268 - pyskl - INFO - Epoch [37][7300/7492] lr: 4.287e-02, eta: 5 days, 14:48:51, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5106, loss_cls: 7.9908, loss: 7.9908 2025-08-06 04:33:17,467 - pyskl - INFO - Epoch [37][7400/7492] lr: 4.287e-02, eta: 5 days, 14:47:56, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5050, loss_cls: 8.1091, loss: 8.1091 2025-08-06 04:34:11,853 - pyskl - INFO - Saving checkpoint at 37 epochs 2025-08-06 04:35:02,811 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 04:35:03,469 - pyskl - INFO - top1_acc 0.2173 top5_acc 0.4490 2025-08-06 04:35:03,469 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 04:35:03,511 - pyskl - INFO - mean_acc 0.2170 2025-08-06 04:35:03,524 - pyskl - INFO - Epoch(val) [37][617] top1_acc: 0.2173, top5_acc: 0.4490, mean_class_accuracy: 0.2170 2025-08-06 04:36:33,904 - pyskl - INFO - Epoch [38][100/7492] lr: 4.286e-02, eta: 5 days, 14:45:06, time: 0.904, data_time: 0.331, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5172, loss_cls: 8.0052, loss: 8.0052 2025-08-06 04:37:32,249 - pyskl - INFO - Epoch [38][200/7492] lr: 4.285e-02, eta: 5 days, 14:44:12, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5134, loss_cls: 8.0217, loss: 8.0217 2025-08-06 04:38:30,873 - pyskl - INFO - Epoch [38][300/7492] lr: 4.285e-02, eta: 5 days, 14:43:19, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5128, loss_cls: 8.0588, loss: 8.0588 2025-08-06 04:39:28,598 - pyskl - INFO - Epoch [38][400/7492] lr: 4.284e-02, eta: 5 days, 14:42:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5278, loss_cls: 7.8939, loss: 7.8939 2025-08-06 04:40:27,485 - pyskl - INFO - Epoch [38][500/7492] lr: 4.284e-02, eta: 5 days, 14:41:30, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5122, loss_cls: 8.0252, loss: 8.0252 2025-08-06 04:41:25,598 - pyskl - INFO - Epoch [38][600/7492] lr: 4.283e-02, eta: 5 days, 14:40:36, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5072, loss_cls: 8.0829, loss: 8.0829 2025-08-06 04:42:23,272 - pyskl - INFO - Epoch [38][700/7492] lr: 4.283e-02, eta: 5 days, 14:39:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5238, loss_cls: 8.0252, loss: 8.0252 2025-08-06 04:43:20,857 - pyskl - INFO - Epoch [38][800/7492] lr: 4.282e-02, eta: 5 days, 14:38:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5231, loss_cls: 8.0349, loss: 8.0349 2025-08-06 04:44:20,187 - pyskl - INFO - Epoch [38][900/7492] lr: 4.282e-02, eta: 5 days, 14:37:52, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5238, loss_cls: 7.9618, loss: 7.9618 2025-08-06 04:45:19,319 - pyskl - INFO - Epoch [38][1000/7492] lr: 4.281e-02, eta: 5 days, 14:37:00, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2444, top5_acc: 0.4925, loss_cls: 8.1967, loss: 8.1967 2025-08-06 04:46:17,969 - pyskl - INFO - Epoch [38][1100/7492] lr: 4.281e-02, eta: 5 days, 14:36:07, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5056, loss_cls: 8.0755, loss: 8.0755 2025-08-06 04:47:16,681 - pyskl - INFO - Epoch [38][1200/7492] lr: 4.280e-02, eta: 5 days, 14:35:14, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5075, loss_cls: 8.0951, loss: 8.0951 2025-08-06 04:48:15,010 - pyskl - INFO - Epoch [38][1300/7492] lr: 4.280e-02, eta: 5 days, 14:34:19, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5000, loss_cls: 8.1263, loss: 8.1263 2025-08-06 04:49:13,753 - pyskl - INFO - Epoch [38][1400/7492] lr: 4.279e-02, eta: 5 days, 14:33:26, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5331, loss_cls: 7.9345, loss: 7.9345 2025-08-06 04:50:11,959 - pyskl - INFO - Epoch [38][1500/7492] lr: 4.279e-02, eta: 5 days, 14:32:32, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5178, loss_cls: 8.0903, loss: 8.0903 2025-08-06 04:51:10,256 - pyskl - INFO - Epoch [38][1600/7492] lr: 4.278e-02, eta: 5 days, 14:31:37, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5081, loss_cls: 8.1095, loss: 8.1095 2025-08-06 04:52:08,929 - pyskl - INFO - Epoch [38][1700/7492] lr: 4.278e-02, eta: 5 days, 14:30:44, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5138, loss_cls: 8.0532, loss: 8.0532 2025-08-06 04:53:06,373 - pyskl - INFO - Epoch [38][1800/7492] lr: 4.277e-02, eta: 5 days, 14:29:47, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5103, loss_cls: 8.1159, loss: 8.1159 2025-08-06 04:54:04,026 - pyskl - INFO - Epoch [38][1900/7492] lr: 4.277e-02, eta: 5 days, 14:28:51, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.4925, loss_cls: 8.1663, loss: 8.1663 2025-08-06 04:55:02,001 - pyskl - INFO - Epoch [38][2000/7492] lr: 4.276e-02, eta: 5 days, 14:27:56, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5169, loss_cls: 8.0313, loss: 8.0313 2025-08-06 04:56:00,076 - pyskl - INFO - Epoch [38][2100/7492] lr: 4.276e-02, eta: 5 days, 14:27:01, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5100, loss_cls: 8.1753, loss: 8.1753 2025-08-06 04:56:56,924 - pyskl - INFO - Epoch [38][2200/7492] lr: 4.275e-02, eta: 5 days, 14:26:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5172, loss_cls: 8.0155, loss: 8.0155 2025-08-06 04:57:55,326 - pyskl - INFO - Epoch [38][2300/7492] lr: 4.275e-02, eta: 5 days, 14:25:08, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5066, loss_cls: 8.0421, loss: 8.0421 2025-08-06 04:58:53,957 - pyskl - INFO - Epoch [38][2400/7492] lr: 4.274e-02, eta: 5 days, 14:24:15, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2547, top5_acc: 0.4991, loss_cls: 8.1996, loss: 8.1996 2025-08-06 04:59:52,323 - pyskl - INFO - Epoch [38][2500/7492] lr: 4.274e-02, eta: 5 days, 14:23:20, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5100, loss_cls: 8.0254, loss: 8.0254 2025-08-06 05:00:50,799 - pyskl - INFO - Epoch [38][2600/7492] lr: 4.273e-02, eta: 5 days, 14:22:27, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5088, loss_cls: 8.1564, loss: 8.1564 2025-08-06 05:01:49,434 - pyskl - INFO - Epoch [38][2700/7492] lr: 4.273e-02, eta: 5 days, 14:21:33, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5062, loss_cls: 8.1813, loss: 8.1813 2025-08-06 05:02:47,551 - pyskl - INFO - Epoch [38][2800/7492] lr: 4.272e-02, eta: 5 days, 14:20:38, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5041, loss_cls: 8.1241, loss: 8.1241 2025-08-06 05:03:45,339 - pyskl - INFO - Epoch [38][2900/7492] lr: 4.272e-02, eta: 5 days, 14:19:42, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.4991, loss_cls: 8.0845, loss: 8.0845 2025-08-06 05:04:42,881 - pyskl - INFO - Epoch [38][3000/7492] lr: 4.271e-02, eta: 5 days, 14:18:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5175, loss_cls: 8.0444, loss: 8.0444 2025-08-06 05:05:40,286 - pyskl - INFO - Epoch [38][3100/7492] lr: 4.271e-02, eta: 5 days, 14:17:49, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.5106, loss_cls: 8.2309, loss: 8.2309 2025-08-06 05:06:38,570 - pyskl - INFO - Epoch [38][3200/7492] lr: 4.270e-02, eta: 5 days, 14:16:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 8.0246, loss: 8.0246 2025-08-06 05:07:36,031 - pyskl - INFO - Epoch [38][3300/7492] lr: 4.270e-02, eta: 5 days, 14:15:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5203, loss_cls: 8.0004, loss: 8.0004 2025-08-06 05:08:33,569 - pyskl - INFO - Epoch [38][3400/7492] lr: 4.269e-02, eta: 5 days, 14:15:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5159, loss_cls: 8.0854, loss: 8.0854 2025-08-06 05:09:30,417 - pyskl - INFO - Epoch [38][3500/7492] lr: 4.269e-02, eta: 5 days, 14:14:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5106, loss_cls: 8.1385, loss: 8.1385 2025-08-06 05:10:27,681 - pyskl - INFO - Epoch [38][3600/7492] lr: 4.268e-02, eta: 5 days, 14:13:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.4944, loss_cls: 8.2092, loss: 8.2092 2025-08-06 05:11:25,959 - pyskl - INFO - Epoch [38][3700/7492] lr: 4.268e-02, eta: 5 days, 14:12:10, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5062, loss_cls: 8.0347, loss: 8.0347 2025-08-06 05:12:23,823 - pyskl - INFO - Epoch [38][3800/7492] lr: 4.268e-02, eta: 5 days, 14:11:14, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2484, top5_acc: 0.5062, loss_cls: 8.1623, loss: 8.1623 2025-08-06 05:13:22,457 - pyskl - INFO - Epoch [38][3900/7492] lr: 4.267e-02, eta: 5 days, 14:10:21, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.4956, loss_cls: 8.2088, loss: 8.2088 2025-08-06 05:14:20,443 - pyskl - INFO - Epoch [38][4000/7492] lr: 4.267e-02, eta: 5 days, 14:09:26, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5006, loss_cls: 8.2342, loss: 8.2342 2025-08-06 05:15:18,666 - pyskl - INFO - Epoch [38][4100/7492] lr: 4.266e-02, eta: 5 days, 14:08:31, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5325, loss_cls: 7.9853, loss: 7.9853 2025-08-06 05:16:17,358 - pyskl - INFO - Epoch [38][4200/7492] lr: 4.266e-02, eta: 5 days, 14:07:38, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 8.0861, loss: 8.0861 2025-08-06 05:17:14,092 - pyskl - INFO - Epoch [38][4300/7492] lr: 4.265e-02, eta: 5 days, 14:06:39, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5191, loss_cls: 8.0701, loss: 8.0701 2025-08-06 05:18:10,801 - pyskl - INFO - Epoch [38][4400/7492] lr: 4.265e-02, eta: 5 days, 14:05:40, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.4944, loss_cls: 8.1477, loss: 8.1477 2025-08-06 05:19:07,893 - pyskl - INFO - Epoch [38][4500/7492] lr: 4.264e-02, eta: 5 days, 14:04:42, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.5000, loss_cls: 8.1256, loss: 8.1256 2025-08-06 05:20:04,823 - pyskl - INFO - Epoch [38][4600/7492] lr: 4.264e-02, eta: 5 days, 14:03:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.4959, loss_cls: 8.2417, loss: 8.2417 2025-08-06 05:21:02,607 - pyskl - INFO - Epoch [38][4700/7492] lr: 4.263e-02, eta: 5 days, 14:02:47, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5084, loss_cls: 8.0739, loss: 8.0739 2025-08-06 05:22:00,877 - pyskl - INFO - Epoch [38][4800/7492] lr: 4.263e-02, eta: 5 days, 14:01:53, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5162, loss_cls: 8.0632, loss: 8.0632 2025-08-06 05:22:58,424 - pyskl - INFO - Epoch [38][4900/7492] lr: 4.262e-02, eta: 5 days, 14:00:56, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5006, loss_cls: 8.0937, loss: 8.0937 2025-08-06 05:23:56,861 - pyskl - INFO - Epoch [38][5000/7492] lr: 4.262e-02, eta: 5 days, 14:00:02, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.4988, loss_cls: 8.1352, loss: 8.1352 2025-08-06 05:24:54,624 - pyskl - INFO - Epoch [38][5100/7492] lr: 4.261e-02, eta: 5 days, 13:59:06, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5181, loss_cls: 8.1358, loss: 8.1358 2025-08-06 05:25:52,949 - pyskl - INFO - Epoch [38][5200/7492] lr: 4.261e-02, eta: 5 days, 13:58:12, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5169, loss_cls: 8.0587, loss: 8.0587 2025-08-06 05:26:49,898 - pyskl - INFO - Epoch [38][5300/7492] lr: 4.260e-02, eta: 5 days, 13:57:13, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5034, loss_cls: 8.1903, loss: 8.1903 2025-08-06 05:27:46,921 - pyskl - INFO - Epoch [38][5400/7492] lr: 4.260e-02, eta: 5 days, 13:56:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5241, loss_cls: 7.9844, loss: 7.9844 2025-08-06 05:28:44,001 - pyskl - INFO - Epoch [38][5500/7492] lr: 4.259e-02, eta: 5 days, 13:55:17, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5122, loss_cls: 8.0778, loss: 8.0778 2025-08-06 05:29:42,174 - pyskl - INFO - Epoch [38][5600/7492] lr: 4.259e-02, eta: 5 days, 13:54:22, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5066, loss_cls: 8.0024, loss: 8.0024 2025-08-06 05:30:41,217 - pyskl - INFO - Epoch [38][5700/7492] lr: 4.258e-02, eta: 5 days, 13:53:30, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.5016, loss_cls: 8.1932, loss: 8.1932 2025-08-06 05:31:39,895 - pyskl - INFO - Epoch [38][5800/7492] lr: 4.258e-02, eta: 5 days, 13:52:37, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5138, loss_cls: 8.0110, loss: 8.0110 2025-08-06 05:32:38,223 - pyskl - INFO - Epoch [38][5900/7492] lr: 4.257e-02, eta: 5 days, 13:51:43, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5228, loss_cls: 8.0082, loss: 8.0082 2025-08-06 05:33:37,007 - pyskl - INFO - Epoch [38][6000/7492] lr: 4.257e-02, eta: 5 days, 13:50:50, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5197, loss_cls: 8.1210, loss: 8.1210 2025-08-06 05:34:35,360 - pyskl - INFO - Epoch [38][6100/7492] lr: 4.256e-02, eta: 5 days, 13:49:55, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.5175, loss_cls: 8.0401, loss: 8.0401 2025-08-06 05:35:32,790 - pyskl - INFO - Epoch [38][6200/7492] lr: 4.256e-02, eta: 5 days, 13:48:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2534, top5_acc: 0.5172, loss_cls: 8.0892, loss: 8.0892 2025-08-06 05:36:30,946 - pyskl - INFO - Epoch [38][6300/7492] lr: 4.255e-02, eta: 5 days, 13:48:03, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5069, loss_cls: 8.0805, loss: 8.0805 2025-08-06 05:37:29,183 - pyskl - INFO - Epoch [38][6400/7492] lr: 4.255e-02, eta: 5 days, 13:47:09, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5006, loss_cls: 8.1560, loss: 8.1560 2025-08-06 05:38:27,774 - pyskl - INFO - Epoch [38][6500/7492] lr: 4.254e-02, eta: 5 days, 13:46:15, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5044, loss_cls: 8.1569, loss: 8.1569 2025-08-06 05:39:26,142 - pyskl - INFO - Epoch [38][6600/7492] lr: 4.254e-02, eta: 5 days, 13:45:21, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5025, loss_cls: 8.1755, loss: 8.1755 2025-08-06 05:40:23,288 - pyskl - INFO - Epoch [38][6700/7492] lr: 4.253e-02, eta: 5 days, 13:44:23, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5194, loss_cls: 8.0989, loss: 8.0989 2025-08-06 05:41:21,216 - pyskl - INFO - Epoch [38][6800/7492] lr: 4.253e-02, eta: 5 days, 13:43:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5200, loss_cls: 8.0068, loss: 8.0068 2025-08-06 05:42:18,284 - pyskl - INFO - Epoch [38][6900/7492] lr: 4.252e-02, eta: 5 days, 13:42:30, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5003, loss_cls: 8.0118, loss: 8.0118 2025-08-06 05:43:15,071 - pyskl - INFO - Epoch [38][7000/7492] lr: 4.252e-02, eta: 5 days, 13:41:31, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5131, loss_cls: 8.1173, loss: 8.1173 2025-08-06 05:44:13,081 - pyskl - INFO - Epoch [38][7100/7492] lr: 4.251e-02, eta: 5 days, 13:40:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5075, loss_cls: 8.1252, loss: 8.1252 2025-08-06 05:45:11,433 - pyskl - INFO - Epoch [38][7200/7492] lr: 4.251e-02, eta: 5 days, 13:39:41, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5150, loss_cls: 8.0750, loss: 8.0750 2025-08-06 05:46:09,514 - pyskl - INFO - Epoch [38][7300/7492] lr: 4.250e-02, eta: 5 days, 13:38:46, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5031, loss_cls: 8.1941, loss: 8.1941 2025-08-06 05:47:07,192 - pyskl - INFO - Epoch [38][7400/7492] lr: 4.250e-02, eta: 5 days, 13:37:50, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5159, loss_cls: 8.0888, loss: 8.0888 2025-08-06 05:48:00,833 - pyskl - INFO - Saving checkpoint at 38 epochs 2025-08-06 05:48:53,253 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 05:48:53,915 - pyskl - INFO - top1_acc 0.2305 top5_acc 0.4635 2025-08-06 05:48:53,915 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 05:48:53,958 - pyskl - INFO - mean_acc 0.2302 2025-08-06 05:48:54,022 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_35.pth was removed 2025-08-06 05:48:55,777 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_38.pth. 2025-08-06 05:48:55,779 - pyskl - INFO - Best top1_acc is 0.2305 at 38 epoch. 2025-08-06 05:48:55,806 - pyskl - INFO - Epoch(val) [38][617] top1_acc: 0.2305, top5_acc: 0.4635, mean_class_accuracy: 0.2302 2025-08-06 05:50:26,995 - pyskl - INFO - Epoch [39][100/7492] lr: 4.249e-02, eta: 5 days, 13:35:04, time: 0.912, data_time: 0.338, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5206, loss_cls: 8.0452, loss: 8.0452 2025-08-06 05:51:25,312 - pyskl - INFO - Epoch [39][200/7492] lr: 4.248e-02, eta: 5 days, 13:34:10, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5209, loss_cls: 8.0756, loss: 8.0756 2025-08-06 05:52:22,919 - pyskl - INFO - Epoch [39][300/7492] lr: 4.248e-02, eta: 5 days, 13:33:13, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5244, loss_cls: 7.9417, loss: 7.9417 2025-08-06 05:53:20,655 - pyskl - INFO - Epoch [39][400/7492] lr: 4.247e-02, eta: 5 days, 13:32:17, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5131, loss_cls: 7.9789, loss: 7.9789 2025-08-06 05:54:19,498 - pyskl - INFO - Epoch [39][500/7492] lr: 4.247e-02, eta: 5 days, 13:31:24, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5191, loss_cls: 8.1150, loss: 8.1150 2025-08-06 05:55:19,082 - pyskl - INFO - Epoch [39][600/7492] lr: 4.246e-02, eta: 5 days, 13:30:33, time: 0.596, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5319, loss_cls: 7.9404, loss: 7.9404 2025-08-06 05:56:18,358 - pyskl - INFO - Epoch [39][700/7492] lr: 4.246e-02, eta: 5 days, 13:29:42, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5103, loss_cls: 8.0974, loss: 8.0974 2025-08-06 05:57:17,434 - pyskl - INFO - Epoch [39][800/7492] lr: 4.245e-02, eta: 5 days, 13:28:50, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5216, loss_cls: 8.0266, loss: 8.0266 2025-08-06 05:58:15,986 - pyskl - INFO - Epoch [39][900/7492] lr: 4.245e-02, eta: 5 days, 13:27:56, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5328, loss_cls: 7.9030, loss: 7.9030 2025-08-06 05:59:14,459 - pyskl - INFO - Epoch [39][1000/7492] lr: 4.244e-02, eta: 5 days, 13:27:02, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5216, loss_cls: 8.0664, loss: 8.0664 2025-08-06 06:00:12,449 - pyskl - INFO - Epoch [39][1100/7492] lr: 4.244e-02, eta: 5 days, 13:26:07, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5184, loss_cls: 7.9733, loss: 7.9733 2025-08-06 06:01:09,896 - pyskl - INFO - Epoch [39][1200/7492] lr: 4.243e-02, eta: 5 days, 13:25:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5066, loss_cls: 8.0819, loss: 8.0819 2025-08-06 06:02:08,192 - pyskl - INFO - Epoch [39][1300/7492] lr: 4.243e-02, eta: 5 days, 13:24:15, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2575, top5_acc: 0.5072, loss_cls: 8.1395, loss: 8.1395 2025-08-06 06:03:06,221 - pyskl - INFO - Epoch [39][1400/7492] lr: 4.242e-02, eta: 5 days, 13:23:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5234, loss_cls: 8.0883, loss: 8.0883 2025-08-06 06:04:03,251 - pyskl - INFO - Epoch [39][1500/7492] lr: 4.242e-02, eta: 5 days, 13:22:22, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5119, loss_cls: 7.9987, loss: 7.9987 2025-08-06 06:05:01,754 - pyskl - INFO - Epoch [39][1600/7492] lr: 4.241e-02, eta: 5 days, 13:21:28, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5084, loss_cls: 8.0391, loss: 8.0391 2025-08-06 06:05:59,500 - pyskl - INFO - Epoch [39][1700/7492] lr: 4.241e-02, eta: 5 days, 13:20:32, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5016, loss_cls: 8.1434, loss: 8.1434 2025-08-06 06:06:57,421 - pyskl - INFO - Epoch [39][1800/7492] lr: 4.240e-02, eta: 5 days, 13:19:36, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.5056, loss_cls: 8.2154, loss: 8.2154 2025-08-06 06:07:56,441 - pyskl - INFO - Epoch [39][1900/7492] lr: 4.240e-02, eta: 5 days, 13:18:44, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5134, loss_cls: 8.0781, loss: 8.0781 2025-08-06 06:08:53,941 - pyskl - INFO - Epoch [39][2000/7492] lr: 4.239e-02, eta: 5 days, 13:17:47, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5119, loss_cls: 7.9727, loss: 7.9727 2025-08-06 06:09:52,453 - pyskl - INFO - Epoch [39][2100/7492] lr: 4.239e-02, eta: 5 days, 13:16:53, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5028, loss_cls: 8.0305, loss: 8.0305 2025-08-06 06:10:50,257 - pyskl - INFO - Epoch [39][2200/7492] lr: 4.238e-02, eta: 5 days, 13:15:57, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5128, loss_cls: 8.0913, loss: 8.0913 2025-08-06 06:11:48,402 - pyskl - INFO - Epoch [39][2300/7492] lr: 4.238e-02, eta: 5 days, 13:15:02, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5219, loss_cls: 8.0460, loss: 8.0460 2025-08-06 06:12:45,313 - pyskl - INFO - Epoch [39][2400/7492] lr: 4.237e-02, eta: 5 days, 13:14:04, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2547, top5_acc: 0.5097, loss_cls: 8.1559, loss: 8.1559 2025-08-06 06:13:43,728 - pyskl - INFO - Epoch [39][2500/7492] lr: 4.237e-02, eta: 5 days, 13:13:10, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5100, loss_cls: 8.1296, loss: 8.1296 2025-08-06 06:14:41,527 - pyskl - INFO - Epoch [39][2600/7492] lr: 4.236e-02, eta: 5 days, 13:12:14, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5072, loss_cls: 8.1122, loss: 8.1122 2025-08-06 06:15:39,823 - pyskl - INFO - Epoch [39][2700/7492] lr: 4.236e-02, eta: 5 days, 13:11:19, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5150, loss_cls: 7.9801, loss: 7.9801 2025-08-06 06:16:37,914 - pyskl - INFO - Epoch [39][2800/7492] lr: 4.235e-02, eta: 5 days, 13:10:24, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5038, loss_cls: 8.1549, loss: 8.1549 2025-08-06 06:17:35,006 - pyskl - INFO - Epoch [39][2900/7492] lr: 4.235e-02, eta: 5 days, 13:09:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5184, loss_cls: 8.1002, loss: 8.1002 2025-08-06 06:18:32,408 - pyskl - INFO - Epoch [39][3000/7492] lr: 4.234e-02, eta: 5 days, 13:08:29, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5053, loss_cls: 8.1830, loss: 8.1830 2025-08-06 06:19:29,183 - pyskl - INFO - Epoch [39][3100/7492] lr: 4.234e-02, eta: 5 days, 13:07:30, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5169, loss_cls: 8.0877, loss: 8.0877 2025-08-06 06:20:26,285 - pyskl - INFO - Epoch [39][3200/7492] lr: 4.233e-02, eta: 5 days, 13:06:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2528, top5_acc: 0.4906, loss_cls: 8.1705, loss: 8.1705 2025-08-06 06:21:23,956 - pyskl - INFO - Epoch [39][3300/7492] lr: 4.233e-02, eta: 5 days, 13:05:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5116, loss_cls: 7.9684, loss: 7.9684 2025-08-06 06:22:21,552 - pyskl - INFO - Epoch [39][3400/7492] lr: 4.232e-02, eta: 5 days, 13:04:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5125, loss_cls: 8.1050, loss: 8.1050 2025-08-06 06:23:19,969 - pyskl - INFO - Epoch [39][3500/7492] lr: 4.232e-02, eta: 5 days, 13:03:45, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5294, loss_cls: 7.9331, loss: 7.9331 2025-08-06 06:24:17,089 - pyskl - INFO - Epoch [39][3600/7492] lr: 4.231e-02, eta: 5 days, 13:02:47, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5153, loss_cls: 7.9769, loss: 7.9769 2025-08-06 06:25:15,238 - pyskl - INFO - Epoch [39][3700/7492] lr: 4.231e-02, eta: 5 days, 13:01:52, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5094, loss_cls: 8.0390, loss: 8.0390 2025-08-06 06:26:13,328 - pyskl - INFO - Epoch [39][3800/7492] lr: 4.230e-02, eta: 5 days, 13:00:57, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5059, loss_cls: 8.1229, loss: 8.1229 2025-08-06 06:27:10,263 - pyskl - INFO - Epoch [39][3900/7492] lr: 4.230e-02, eta: 5 days, 12:59:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2472, top5_acc: 0.4972, loss_cls: 8.2203, loss: 8.2203 2025-08-06 06:28:08,223 - pyskl - INFO - Epoch [39][4000/7492] lr: 4.229e-02, eta: 5 days, 12:59:03, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5191, loss_cls: 8.1204, loss: 8.1204 2025-08-06 06:29:06,951 - pyskl - INFO - Epoch [39][4100/7492] lr: 4.229e-02, eta: 5 days, 12:58:10, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5144, loss_cls: 8.0385, loss: 8.0385 2025-08-06 06:30:05,181 - pyskl - INFO - Epoch [39][4200/7492] lr: 4.228e-02, eta: 5 days, 12:57:15, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5106, loss_cls: 8.1479, loss: 8.1479 2025-08-06 06:31:03,083 - pyskl - INFO - Epoch [39][4300/7492] lr: 4.228e-02, eta: 5 days, 12:56:19, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5019, loss_cls: 8.1238, loss: 8.1238 2025-08-06 06:32:00,355 - pyskl - INFO - Epoch [39][4400/7492] lr: 4.227e-02, eta: 5 days, 12:55:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5153, loss_cls: 8.0429, loss: 8.0429 2025-08-06 06:32:59,006 - pyskl - INFO - Epoch [39][4500/7492] lr: 4.227e-02, eta: 5 days, 12:54:28, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5156, loss_cls: 8.0820, loss: 8.0820 2025-08-06 06:33:57,305 - pyskl - INFO - Epoch [39][4600/7492] lr: 4.226e-02, eta: 5 days, 12:53:34, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.4981, loss_cls: 8.1235, loss: 8.1235 2025-08-06 06:34:55,759 - pyskl - INFO - Epoch [39][4700/7492] lr: 4.226e-02, eta: 5 days, 12:52:40, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5209, loss_cls: 8.0798, loss: 8.0798 2025-08-06 06:35:54,777 - pyskl - INFO - Epoch [39][4800/7492] lr: 4.225e-02, eta: 5 days, 12:51:47, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5112, loss_cls: 8.1367, loss: 8.1367 2025-08-06 06:36:53,264 - pyskl - INFO - Epoch [39][4900/7492] lr: 4.225e-02, eta: 5 days, 12:50:53, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5181, loss_cls: 8.0487, loss: 8.0487 2025-08-06 06:37:51,859 - pyskl - INFO - Epoch [39][5000/7492] lr: 4.224e-02, eta: 5 days, 12:50:00, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5309, loss_cls: 7.9574, loss: 7.9574 2025-08-06 06:38:50,904 - pyskl - INFO - Epoch [39][5100/7492] lr: 4.224e-02, eta: 5 days, 12:49:07, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5109, loss_cls: 7.9965, loss: 7.9965 2025-08-06 06:39:48,784 - pyskl - INFO - Epoch [39][5200/7492] lr: 4.223e-02, eta: 5 days, 12:48:11, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.5150, loss_cls: 8.0977, loss: 8.0977 2025-08-06 06:40:46,904 - pyskl - INFO - Epoch [39][5300/7492] lr: 4.223e-02, eta: 5 days, 12:47:16, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5156, loss_cls: 8.0622, loss: 8.0622 2025-08-06 06:41:45,349 - pyskl - INFO - Epoch [39][5400/7492] lr: 4.222e-02, eta: 5 days, 12:46:22, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5012, loss_cls: 8.1614, loss: 8.1614 2025-08-06 06:42:43,804 - pyskl - INFO - Epoch [39][5500/7492] lr: 4.221e-02, eta: 5 days, 12:45:28, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.5103, loss_cls: 8.1538, loss: 8.1538 2025-08-06 06:43:41,970 - pyskl - INFO - Epoch [39][5600/7492] lr: 4.221e-02, eta: 5 days, 12:44:33, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2494, top5_acc: 0.5075, loss_cls: 8.1323, loss: 8.1323 2025-08-06 06:44:39,149 - pyskl - INFO - Epoch [39][5700/7492] lr: 4.220e-02, eta: 5 days, 12:43:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5197, loss_cls: 8.0884, loss: 8.0884 2025-08-06 06:45:37,123 - pyskl - INFO - Epoch [39][5800/7492] lr: 4.220e-02, eta: 5 days, 12:42:40, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.4984, loss_cls: 8.0910, loss: 8.0910 2025-08-06 06:46:34,945 - pyskl - INFO - Epoch [39][5900/7492] lr: 4.219e-02, eta: 5 days, 12:41:44, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5181, loss_cls: 8.0660, loss: 8.0660 2025-08-06 06:47:32,929 - pyskl - INFO - Epoch [39][6000/7492] lr: 4.219e-02, eta: 5 days, 12:40:49, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5184, loss_cls: 7.9949, loss: 7.9949 2025-08-06 06:48:31,275 - pyskl - INFO - Epoch [39][6100/7492] lr: 4.218e-02, eta: 5 days, 12:39:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5078, loss_cls: 8.0355, loss: 8.0355 2025-08-06 06:49:28,509 - pyskl - INFO - Epoch [39][6200/7492] lr: 4.218e-02, eta: 5 days, 12:38:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5191, loss_cls: 8.0628, loss: 8.0628 2025-08-06 06:50:27,266 - pyskl - INFO - Epoch [39][6300/7492] lr: 4.217e-02, eta: 5 days, 12:38:03, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2519, top5_acc: 0.5069, loss_cls: 8.1058, loss: 8.1058 2025-08-06 06:51:24,901 - pyskl - INFO - Epoch [39][6400/7492] lr: 4.217e-02, eta: 5 days, 12:37:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5053, loss_cls: 8.1066, loss: 8.1066 2025-08-06 06:52:21,392 - pyskl - INFO - Epoch [39][6500/7492] lr: 4.216e-02, eta: 5 days, 12:36:07, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5094, loss_cls: 8.1286, loss: 8.1286 2025-08-06 06:53:18,571 - pyskl - INFO - Epoch [39][6600/7492] lr: 4.216e-02, eta: 5 days, 12:35:09, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5072, loss_cls: 8.0305, loss: 8.0305 2025-08-06 06:54:16,706 - pyskl - INFO - Epoch [39][6700/7492] lr: 4.215e-02, eta: 5 days, 12:34:14, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5181, loss_cls: 8.0514, loss: 8.0514 2025-08-06 06:55:15,155 - pyskl - INFO - Epoch [39][6800/7492] lr: 4.215e-02, eta: 5 days, 12:33:20, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2484, top5_acc: 0.5047, loss_cls: 8.1232, loss: 8.1232 2025-08-06 06:56:13,772 - pyskl - INFO - Epoch [39][6900/7492] lr: 4.214e-02, eta: 5 days, 12:32:26, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5031, loss_cls: 8.1515, loss: 8.1515 2025-08-06 06:57:12,304 - pyskl - INFO - Epoch [39][7000/7492] lr: 4.214e-02, eta: 5 days, 12:31:32, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5028, loss_cls: 8.0561, loss: 8.0561 2025-08-06 06:58:10,692 - pyskl - INFO - Epoch [39][7100/7492] lr: 4.213e-02, eta: 5 days, 12:30:38, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5147, loss_cls: 8.0322, loss: 8.0322 2025-08-06 06:59:09,335 - pyskl - INFO - Epoch [39][7200/7492] lr: 4.213e-02, eta: 5 days, 12:29:44, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5091, loss_cls: 8.1423, loss: 8.1423 2025-08-06 07:00:06,311 - pyskl - INFO - Epoch [39][7300/7492] lr: 4.212e-02, eta: 5 days, 12:28:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5069, loss_cls: 8.1150, loss: 8.1150 2025-08-06 07:01:04,269 - pyskl - INFO - Epoch [39][7400/7492] lr: 4.212e-02, eta: 5 days, 12:27:51, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5091, loss_cls: 8.0457, loss: 8.0457 2025-08-06 07:01:59,447 - pyskl - INFO - Saving checkpoint at 39 epochs 2025-08-06 07:02:49,377 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 07:02:50,043 - pyskl - INFO - top1_acc 0.2037 top5_acc 0.4333 2025-08-06 07:02:50,043 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 07:02:50,090 - pyskl - INFO - mean_acc 0.2036 2025-08-06 07:02:50,109 - pyskl - INFO - Epoch(val) [39][617] top1_acc: 0.2037, top5_acc: 0.4333, mean_class_accuracy: 0.2036 2025-08-06 07:04:25,372 - pyskl - INFO - Epoch [40][100/7492] lr: 4.211e-02, eta: 5 days, 12:25:18, time: 0.952, data_time: 0.371, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5272, loss_cls: 7.9538, loss: 7.9538 2025-08-06 07:05:23,585 - pyskl - INFO - Epoch [40][200/7492] lr: 4.210e-02, eta: 5 days, 12:24:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5238, loss_cls: 7.9284, loss: 7.9284 2025-08-06 07:06:21,432 - pyskl - INFO - Epoch [40][300/7492] lr: 4.210e-02, eta: 5 days, 12:23:28, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5200, loss_cls: 8.0597, loss: 8.0597 2025-08-06 07:07:20,213 - pyskl - INFO - Epoch [40][400/7492] lr: 4.209e-02, eta: 5 days, 12:22:34, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5278, loss_cls: 8.0136, loss: 8.0136 2025-08-06 07:08:19,062 - pyskl - INFO - Epoch [40][500/7492] lr: 4.209e-02, eta: 5 days, 12:21:41, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5363, loss_cls: 7.9002, loss: 7.9002 2025-08-06 07:09:17,020 - pyskl - INFO - Epoch [40][600/7492] lr: 4.208e-02, eta: 5 days, 12:20:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5181, loss_cls: 8.1013, loss: 8.1013 2025-08-06 07:10:15,620 - pyskl - INFO - Epoch [40][700/7492] lr: 4.208e-02, eta: 5 days, 12:19:52, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5078, loss_cls: 8.1001, loss: 8.1001 2025-08-06 07:11:13,238 - pyskl - INFO - Epoch [40][800/7492] lr: 4.207e-02, eta: 5 days, 12:18:55, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5109, loss_cls: 8.1115, loss: 8.1115 2025-08-06 07:12:11,634 - pyskl - INFO - Epoch [40][900/7492] lr: 4.207e-02, eta: 5 days, 12:18:01, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5244, loss_cls: 8.0481, loss: 8.0481 2025-08-06 07:13:09,406 - pyskl - INFO - Epoch [40][1000/7492] lr: 4.206e-02, eta: 5 days, 12:17:05, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5231, loss_cls: 7.9506, loss: 7.9506 2025-08-06 07:14:07,991 - pyskl - INFO - Epoch [40][1100/7492] lr: 4.206e-02, eta: 5 days, 12:16:11, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5091, loss_cls: 8.0136, loss: 8.0136 2025-08-06 07:15:05,904 - pyskl - INFO - Epoch [40][1200/7492] lr: 4.205e-02, eta: 5 days, 12:15:16, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5172, loss_cls: 8.1196, loss: 8.1196 2025-08-06 07:16:03,614 - pyskl - INFO - Epoch [40][1300/7492] lr: 4.205e-02, eta: 5 days, 12:14:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5134, loss_cls: 8.0439, loss: 8.0439 2025-08-06 07:17:01,255 - pyskl - INFO - Epoch [40][1400/7492] lr: 4.204e-02, eta: 5 days, 12:13:23, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5203, loss_cls: 8.1183, loss: 8.1183 2025-08-06 07:17:58,573 - pyskl - INFO - Epoch [40][1500/7492] lr: 4.204e-02, eta: 5 days, 12:12:25, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5234, loss_cls: 8.0644, loss: 8.0644 2025-08-06 07:18:56,068 - pyskl - INFO - Epoch [40][1600/7492] lr: 4.203e-02, eta: 5 days, 12:11:29, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5178, loss_cls: 8.0351, loss: 8.0351 2025-08-06 07:19:53,719 - pyskl - INFO - Epoch [40][1700/7492] lr: 4.203e-02, eta: 5 days, 12:10:32, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5281, loss_cls: 8.0239, loss: 8.0239 2025-08-06 07:20:51,173 - pyskl - INFO - Epoch [40][1800/7492] lr: 4.202e-02, eta: 5 days, 12:09:35, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5216, loss_cls: 7.9879, loss: 7.9879 2025-08-06 07:21:49,196 - pyskl - INFO - Epoch [40][1900/7492] lr: 4.202e-02, eta: 5 days, 12:08:40, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.5153, loss_cls: 8.1325, loss: 8.1325 2025-08-06 07:22:48,074 - pyskl - INFO - Epoch [40][2000/7492] lr: 4.201e-02, eta: 5 days, 12:07:47, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5247, loss_cls: 8.0487, loss: 8.0487 2025-08-06 07:23:46,237 - pyskl - INFO - Epoch [40][2100/7492] lr: 4.201e-02, eta: 5 days, 12:06:52, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5172, loss_cls: 8.1048, loss: 8.1048 2025-08-06 07:24:44,246 - pyskl - INFO - Epoch [40][2200/7492] lr: 4.200e-02, eta: 5 days, 12:05:56, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5144, loss_cls: 8.0552, loss: 8.0552 2025-08-06 07:25:42,554 - pyskl - INFO - Epoch [40][2300/7492] lr: 4.200e-02, eta: 5 days, 12:05:02, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5147, loss_cls: 8.1002, loss: 8.1002 2025-08-06 07:26:39,660 - pyskl - INFO - Epoch [40][2400/7492] lr: 4.199e-02, eta: 5 days, 12:04:04, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5153, loss_cls: 8.0295, loss: 8.0295 2025-08-06 07:27:37,643 - pyskl - INFO - Epoch [40][2500/7492] lr: 4.199e-02, eta: 5 days, 12:03:08, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5225, loss_cls: 8.0582, loss: 8.0582 2025-08-06 07:28:35,429 - pyskl - INFO - Epoch [40][2600/7492] lr: 4.198e-02, eta: 5 days, 12:02:12, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5072, loss_cls: 8.1312, loss: 8.1312 2025-08-06 07:29:33,104 - pyskl - INFO - Epoch [40][2700/7492] lr: 4.198e-02, eta: 5 days, 12:01:16, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5181, loss_cls: 8.1002, loss: 8.1002 2025-08-06 07:30:30,165 - pyskl - INFO - Epoch [40][2800/7492] lr: 4.197e-02, eta: 5 days, 12:00:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5141, loss_cls: 8.0580, loss: 8.0580 2025-08-06 07:31:26,950 - pyskl - INFO - Epoch [40][2900/7492] lr: 4.197e-02, eta: 5 days, 11:59:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5112, loss_cls: 8.0182, loss: 8.0182 2025-08-06 07:32:23,994 - pyskl - INFO - Epoch [40][3000/7492] lr: 4.196e-02, eta: 5 days, 11:58:20, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5156, loss_cls: 8.1085, loss: 8.1085 2025-08-06 07:33:20,593 - pyskl - INFO - Epoch [40][3100/7492] lr: 4.196e-02, eta: 5 days, 11:57:21, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5081, loss_cls: 8.0619, loss: 8.0619 2025-08-06 07:34:18,084 - pyskl - INFO - Epoch [40][3200/7492] lr: 4.195e-02, eta: 5 days, 11:56:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5088, loss_cls: 8.0593, loss: 8.0593 2025-08-06 07:35:16,018 - pyskl - INFO - Epoch [40][3300/7492] lr: 4.194e-02, eta: 5 days, 11:55:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5062, loss_cls: 8.0512, loss: 8.0512 2025-08-06 07:36:13,514 - pyskl - INFO - Epoch [40][3400/7492] lr: 4.194e-02, eta: 5 days, 11:54:32, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5141, loss_cls: 8.0827, loss: 8.0827 2025-08-06 07:37:11,726 - pyskl - INFO - Epoch [40][3500/7492] lr: 4.193e-02, eta: 5 days, 11:53:37, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5184, loss_cls: 8.0515, loss: 8.0515 2025-08-06 07:38:08,763 - pyskl - INFO - Epoch [40][3600/7492] lr: 4.193e-02, eta: 5 days, 11:52:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.5038, loss_cls: 8.1497, loss: 8.1497 2025-08-06 07:39:05,858 - pyskl - INFO - Epoch [40][3700/7492] lr: 4.192e-02, eta: 5 days, 11:51:41, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5172, loss_cls: 8.1441, loss: 8.1441 2025-08-06 07:40:04,395 - pyskl - INFO - Epoch [40][3800/7492] lr: 4.192e-02, eta: 5 days, 11:50:47, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5391, loss_cls: 7.9100, loss: 7.9100 2025-08-06 07:41:02,842 - pyskl - INFO - Epoch [40][3900/7492] lr: 4.191e-02, eta: 5 days, 11:49:52, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5159, loss_cls: 7.9838, loss: 7.9838 2025-08-06 07:41:59,968 - pyskl - INFO - Epoch [40][4000/7492] lr: 4.191e-02, eta: 5 days, 11:48:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5284, loss_cls: 7.9154, loss: 7.9154 2025-08-06 07:42:58,687 - pyskl - INFO - Epoch [40][4100/7492] lr: 4.190e-02, eta: 5 days, 11:48:01, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5162, loss_cls: 8.0504, loss: 8.0504 2025-08-06 07:43:56,320 - pyskl - INFO - Epoch [40][4200/7492] lr: 4.190e-02, eta: 5 days, 11:47:04, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5125, loss_cls: 8.0859, loss: 8.0859 2025-08-06 07:44:54,077 - pyskl - INFO - Epoch [40][4300/7492] lr: 4.189e-02, eta: 5 days, 11:46:08, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5122, loss_cls: 7.9858, loss: 7.9858 2025-08-06 07:45:51,818 - pyskl - INFO - Epoch [40][4400/7492] lr: 4.189e-02, eta: 5 days, 11:45:12, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.4978, loss_cls: 8.1922, loss: 8.1922 2025-08-06 07:46:49,544 - pyskl - INFO - Epoch [40][4500/7492] lr: 4.188e-02, eta: 5 days, 11:44:16, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5119, loss_cls: 8.0715, loss: 8.0715 2025-08-06 07:47:46,942 - pyskl - INFO - Epoch [40][4600/7492] lr: 4.188e-02, eta: 5 days, 11:43:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5297, loss_cls: 7.9350, loss: 7.9350 2025-08-06 07:48:44,268 - pyskl - INFO - Epoch [40][4700/7492] lr: 4.187e-02, eta: 5 days, 11:42:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5119, loss_cls: 8.0646, loss: 8.0646 2025-08-06 07:49:41,923 - pyskl - INFO - Epoch [40][4800/7492] lr: 4.187e-02, eta: 5 days, 11:41:25, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2553, top5_acc: 0.5006, loss_cls: 8.1322, loss: 8.1322 2025-08-06 07:50:39,590 - pyskl - INFO - Epoch [40][4900/7492] lr: 4.186e-02, eta: 5 days, 11:40:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5047, loss_cls: 8.1260, loss: 8.1260 2025-08-06 07:51:37,198 - pyskl - INFO - Epoch [40][5000/7492] lr: 4.186e-02, eta: 5 days, 11:39:32, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5166, loss_cls: 8.1006, loss: 8.1006 2025-08-06 07:52:34,462 - pyskl - INFO - Epoch [40][5100/7492] lr: 4.185e-02, eta: 5 days, 11:38:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5206, loss_cls: 8.0118, loss: 8.0118 2025-08-06 07:53:32,533 - pyskl - INFO - Epoch [40][5200/7492] lr: 4.185e-02, eta: 5 days, 11:37:39, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5122, loss_cls: 8.0574, loss: 8.0574 2025-08-06 07:54:30,913 - pyskl - INFO - Epoch [40][5300/7492] lr: 4.184e-02, eta: 5 days, 11:36:44, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5097, loss_cls: 8.1016, loss: 8.1016 2025-08-06 07:55:29,319 - pyskl - INFO - Epoch [40][5400/7492] lr: 4.184e-02, eta: 5 days, 11:35:50, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5041, loss_cls: 8.0909, loss: 8.0909 2025-08-06 07:56:26,603 - pyskl - INFO - Epoch [40][5500/7492] lr: 4.183e-02, eta: 5 days, 11:34:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5231, loss_cls: 8.0842, loss: 8.0842 2025-08-06 07:57:24,669 - pyskl - INFO - Epoch [40][5600/7492] lr: 4.183e-02, eta: 5 days, 11:33:57, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.5103, loss_cls: 8.0795, loss: 8.0795 2025-08-06 07:58:22,633 - pyskl - INFO - Epoch [40][5700/7492] lr: 4.182e-02, eta: 5 days, 11:33:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5125, loss_cls: 8.0943, loss: 8.0943 2025-08-06 07:59:21,102 - pyskl - INFO - Epoch [40][5800/7492] lr: 4.182e-02, eta: 5 days, 11:32:07, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5028, loss_cls: 8.1320, loss: 8.1320 2025-08-06 08:00:18,601 - pyskl - INFO - Epoch [40][5900/7492] lr: 4.181e-02, eta: 5 days, 11:31:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5141, loss_cls: 8.1518, loss: 8.1518 2025-08-06 08:01:17,267 - pyskl - INFO - Epoch [40][6000/7492] lr: 4.181e-02, eta: 5 days, 11:30:17, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5234, loss_cls: 8.0235, loss: 8.0235 2025-08-06 08:02:16,184 - pyskl - INFO - Epoch [40][6100/7492] lr: 4.180e-02, eta: 5 days, 11:29:24, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2541, top5_acc: 0.5012, loss_cls: 8.0924, loss: 8.0924 2025-08-06 08:03:14,433 - pyskl - INFO - Epoch [40][6200/7492] lr: 4.180e-02, eta: 5 days, 11:28:29, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5112, loss_cls: 8.0725, loss: 8.0725 2025-08-06 08:04:12,571 - pyskl - INFO - Epoch [40][6300/7492] lr: 4.179e-02, eta: 5 days, 11:27:34, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5116, loss_cls: 8.1216, loss: 8.1216 2025-08-06 08:05:11,312 - pyskl - INFO - Epoch [40][6400/7492] lr: 4.178e-02, eta: 5 days, 11:26:40, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5147, loss_cls: 8.0727, loss: 8.0727 2025-08-06 08:06:10,250 - pyskl - INFO - Epoch [40][6500/7492] lr: 4.178e-02, eta: 5 days, 11:25:47, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5103, loss_cls: 8.0319, loss: 8.0319 2025-08-06 08:07:09,219 - pyskl - INFO - Epoch [40][6600/7492] lr: 4.177e-02, eta: 5 days, 11:24:55, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5119, loss_cls: 8.1095, loss: 8.1095 2025-08-06 08:08:07,935 - pyskl - INFO - Epoch [40][6700/7492] lr: 4.177e-02, eta: 5 days, 11:24:01, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5050, loss_cls: 8.1489, loss: 8.1489 2025-08-06 08:09:06,414 - pyskl - INFO - Epoch [40][6800/7492] lr: 4.176e-02, eta: 5 days, 11:23:07, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5172, loss_cls: 8.0423, loss: 8.0423 2025-08-06 08:10:05,061 - pyskl - INFO - Epoch [40][6900/7492] lr: 4.176e-02, eta: 5 days, 11:22:13, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5100, loss_cls: 8.0817, loss: 8.0817 2025-08-06 08:11:03,899 - pyskl - INFO - Epoch [40][7000/7492] lr: 4.175e-02, eta: 5 days, 11:21:20, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5144, loss_cls: 8.1136, loss: 8.1136 2025-08-06 08:12:02,567 - pyskl - INFO - Epoch [40][7100/7492] lr: 4.175e-02, eta: 5 days, 11:20:26, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5256, loss_cls: 8.0873, loss: 8.0873 2025-08-06 08:13:00,809 - pyskl - INFO - Epoch [40][7200/7492] lr: 4.174e-02, eta: 5 days, 11:19:31, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5153, loss_cls: 8.0803, loss: 8.0803 2025-08-06 08:13:59,252 - pyskl - INFO - Epoch [40][7300/7492] lr: 4.174e-02, eta: 5 days, 11:18:37, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5119, loss_cls: 8.0889, loss: 8.0889 2025-08-06 08:14:55,758 - pyskl - INFO - Epoch [40][7400/7492] lr: 4.173e-02, eta: 5 days, 11:17:37, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5347, loss_cls: 7.9748, loss: 7.9748 2025-08-06 08:15:49,442 - pyskl - INFO - Saving checkpoint at 40 epochs 2025-08-06 08:16:39,036 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 08:16:39,703 - pyskl - INFO - top1_acc 0.2137 top5_acc 0.4497 2025-08-06 08:16:39,703 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 08:16:39,745 - pyskl - INFO - mean_acc 0.2135 2025-08-06 08:16:39,761 - pyskl - INFO - Epoch(val) [40][617] top1_acc: 0.2137, top5_acc: 0.4497, mean_class_accuracy: 0.2135 2025-08-06 08:18:12,390 - pyskl - INFO - Epoch [41][100/7492] lr: 4.172e-02, eta: 5 days, 11:14:59, time: 0.926, data_time: 0.336, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5231, loss_cls: 8.0073, loss: 8.0073 2025-08-06 08:19:10,831 - pyskl - INFO - Epoch [41][200/7492] lr: 4.172e-02, eta: 5 days, 11:14:05, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5203, loss_cls: 8.0584, loss: 8.0584 2025-08-06 08:20:08,480 - pyskl - INFO - Epoch [41][300/7492] lr: 4.171e-02, eta: 5 days, 11:13:08, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5175, loss_cls: 8.0384, loss: 8.0384 2025-08-06 08:21:05,358 - pyskl - INFO - Epoch [41][400/7492] lr: 4.171e-02, eta: 5 days, 11:12:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5103, loss_cls: 8.1221, loss: 8.1221 2025-08-06 08:22:02,868 - pyskl - INFO - Epoch [41][500/7492] lr: 4.170e-02, eta: 5 days, 11:11:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5328, loss_cls: 7.8921, loss: 7.8921 2025-08-06 08:22:59,997 - pyskl - INFO - Epoch [41][600/7492] lr: 4.170e-02, eta: 5 days, 11:10:15, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5347, loss_cls: 7.9230, loss: 7.9230 2025-08-06 08:23:57,712 - pyskl - INFO - Epoch [41][700/7492] lr: 4.169e-02, eta: 5 days, 11:09:18, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5175, loss_cls: 7.9486, loss: 7.9486 2025-08-06 08:24:54,402 - pyskl - INFO - Epoch [41][800/7492] lr: 4.169e-02, eta: 5 days, 11:08:19, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5319, loss_cls: 7.9496, loss: 7.9496 2025-08-06 08:25:53,032 - pyskl - INFO - Epoch [41][900/7492] lr: 4.168e-02, eta: 5 days, 11:07:25, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5169, loss_cls: 8.0635, loss: 8.0635 2025-08-06 08:26:51,782 - pyskl - INFO - Epoch [41][1000/7492] lr: 4.168e-02, eta: 5 days, 11:06:32, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5363, loss_cls: 7.8580, loss: 7.8580 2025-08-06 08:27:50,799 - pyskl - INFO - Epoch [41][1100/7492] lr: 4.167e-02, eta: 5 days, 11:05:39, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5050, loss_cls: 8.1312, loss: 8.1312 2025-08-06 08:28:49,509 - pyskl - INFO - Epoch [41][1200/7492] lr: 4.167e-02, eta: 5 days, 11:04:46, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5197, loss_cls: 8.1024, loss: 8.1024 2025-08-06 08:29:47,023 - pyskl - INFO - Epoch [41][1300/7492] lr: 4.166e-02, eta: 5 days, 11:03:49, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5156, loss_cls: 8.1172, loss: 8.1172 2025-08-06 08:30:45,359 - pyskl - INFO - Epoch [41][1400/7492] lr: 4.166e-02, eta: 5 days, 11:02:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5134, loss_cls: 8.0697, loss: 8.0697 2025-08-06 08:31:43,973 - pyskl - INFO - Epoch [41][1500/7492] lr: 4.165e-02, eta: 5 days, 11:02:00, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5262, loss_cls: 7.9515, loss: 7.9515 2025-08-06 08:32:42,080 - pyskl - INFO - Epoch [41][1600/7492] lr: 4.165e-02, eta: 5 days, 11:01:05, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5162, loss_cls: 8.0989, loss: 8.0989 2025-08-06 08:33:39,220 - pyskl - INFO - Epoch [41][1700/7492] lr: 4.164e-02, eta: 5 days, 11:00:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.5147, loss_cls: 8.0044, loss: 8.0044 2025-08-06 08:34:36,006 - pyskl - INFO - Epoch [41][1800/7492] lr: 4.163e-02, eta: 5 days, 10:59:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5125, loss_cls: 8.0464, loss: 8.0464 2025-08-06 08:35:32,821 - pyskl - INFO - Epoch [41][1900/7492] lr: 4.163e-02, eta: 5 days, 10:58:09, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5306, loss_cls: 8.0196, loss: 8.0196 2025-08-06 08:36:29,657 - pyskl - INFO - Epoch [41][2000/7492] lr: 4.162e-02, eta: 5 days, 10:57:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5072, loss_cls: 8.0732, loss: 8.0732 2025-08-06 08:37:26,382 - pyskl - INFO - Epoch [41][2100/7492] lr: 4.162e-02, eta: 5 days, 10:56:12, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5222, loss_cls: 8.0547, loss: 8.0547 2025-08-06 08:38:23,010 - pyskl - INFO - Epoch [41][2200/7492] lr: 4.161e-02, eta: 5 days, 10:55:12, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5131, loss_cls: 8.0279, loss: 8.0279 2025-08-06 08:39:21,193 - pyskl - INFO - Epoch [41][2300/7492] lr: 4.161e-02, eta: 5 days, 10:54:17, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5134, loss_cls: 7.9525, loss: 7.9525 2025-08-06 08:40:20,173 - pyskl - INFO - Epoch [41][2400/7492] lr: 4.160e-02, eta: 5 days, 10:53:24, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.4944, loss_cls: 8.1764, loss: 8.1764 2025-08-06 08:41:18,628 - pyskl - INFO - Epoch [41][2500/7492] lr: 4.160e-02, eta: 5 days, 10:52:30, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5203, loss_cls: 8.0747, loss: 8.0747 2025-08-06 08:42:16,045 - pyskl - INFO - Epoch [41][2600/7492] lr: 4.159e-02, eta: 5 days, 10:51:33, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5144, loss_cls: 8.0788, loss: 8.0788 2025-08-06 08:43:14,525 - pyskl - INFO - Epoch [41][2700/7492] lr: 4.159e-02, eta: 5 days, 10:50:39, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5169, loss_cls: 8.0395, loss: 8.0395 2025-08-06 08:44:13,427 - pyskl - INFO - Epoch [41][2800/7492] lr: 4.158e-02, eta: 5 days, 10:49:46, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5162, loss_cls: 8.0511, loss: 8.0511 2025-08-06 08:45:12,441 - pyskl - INFO - Epoch [41][2900/7492] lr: 4.158e-02, eta: 5 days, 10:48:53, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5075, loss_cls: 8.1509, loss: 8.1509 2025-08-06 08:46:10,151 - pyskl - INFO - Epoch [41][3000/7492] lr: 4.157e-02, eta: 5 days, 10:47:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5134, loss_cls: 8.1179, loss: 8.1179 2025-08-06 08:47:07,518 - pyskl - INFO - Epoch [41][3100/7492] lr: 4.157e-02, eta: 5 days, 10:46:59, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5188, loss_cls: 8.0351, loss: 8.0351 2025-08-06 08:48:04,505 - pyskl - INFO - Epoch [41][3200/7492] lr: 4.156e-02, eta: 5 days, 10:46:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5019, loss_cls: 8.1473, loss: 8.1473 2025-08-06 08:49:01,821 - pyskl - INFO - Epoch [41][3300/7492] lr: 4.156e-02, eta: 5 days, 10:45:03, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5006, loss_cls: 8.1176, loss: 8.1176 2025-08-06 08:49:58,986 - pyskl - INFO - Epoch [41][3400/7492] lr: 4.155e-02, eta: 5 days, 10:44:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5116, loss_cls: 8.0775, loss: 8.0775 2025-08-06 08:50:56,606 - pyskl - INFO - Epoch [41][3500/7492] lr: 4.155e-02, eta: 5 days, 10:43:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5181, loss_cls: 8.0064, loss: 8.0064 2025-08-06 08:51:55,022 - pyskl - INFO - Epoch [41][3600/7492] lr: 4.154e-02, eta: 5 days, 10:42:14, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5025, loss_cls: 8.0950, loss: 8.0950 2025-08-06 08:52:52,116 - pyskl - INFO - Epoch [41][3700/7492] lr: 4.154e-02, eta: 5 days, 10:41:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 8.1132, loss: 8.1132 2025-08-06 08:53:49,109 - pyskl - INFO - Epoch [41][3800/7492] lr: 4.153e-02, eta: 5 days, 10:40:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5272, loss_cls: 7.9496, loss: 7.9496 2025-08-06 08:54:47,353 - pyskl - INFO - Epoch [41][3900/7492] lr: 4.152e-02, eta: 5 days, 10:39:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5122, loss_cls: 7.9900, loss: 7.9900 2025-08-06 08:55:46,230 - pyskl - INFO - Epoch [41][4000/7492] lr: 4.152e-02, eta: 5 days, 10:38:30, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5094, loss_cls: 8.1674, loss: 8.1674 2025-08-06 08:56:45,162 - pyskl - INFO - Epoch [41][4100/7492] lr: 4.151e-02, eta: 5 days, 10:37:37, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5059, loss_cls: 8.1054, loss: 8.1054 2025-08-06 08:57:43,193 - pyskl - INFO - Epoch [41][4200/7492] lr: 4.151e-02, eta: 5 days, 10:36:41, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5094, loss_cls: 8.1057, loss: 8.1057 2025-08-06 08:58:41,292 - pyskl - INFO - Epoch [41][4300/7492] lr: 4.150e-02, eta: 5 days, 10:35:46, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5031, loss_cls: 8.0127, loss: 8.0127 2025-08-06 08:59:38,721 - pyskl - INFO - Epoch [41][4400/7492] lr: 4.150e-02, eta: 5 days, 10:34:49, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5116, loss_cls: 8.1577, loss: 8.1577 2025-08-06 09:00:35,944 - pyskl - INFO - Epoch [41][4500/7492] lr: 4.149e-02, eta: 5 days, 10:33:51, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5194, loss_cls: 7.9926, loss: 7.9926 2025-08-06 09:01:33,874 - pyskl - INFO - Epoch [41][4600/7492] lr: 4.149e-02, eta: 5 days, 10:32:56, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5150, loss_cls: 8.1170, loss: 8.1170 2025-08-06 09:02:32,121 - pyskl - INFO - Epoch [41][4700/7492] lr: 4.148e-02, eta: 5 days, 10:32:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5175, loss_cls: 8.0389, loss: 8.0389 2025-08-06 09:03:30,425 - pyskl - INFO - Epoch [41][4800/7492] lr: 4.148e-02, eta: 5 days, 10:31:06, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5200, loss_cls: 7.9110, loss: 7.9110 2025-08-06 09:04:28,052 - pyskl - INFO - Epoch [41][4900/7492] lr: 4.147e-02, eta: 5 days, 10:30:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5212, loss_cls: 7.9800, loss: 7.9800 2025-08-06 09:05:25,991 - pyskl - INFO - Epoch [41][5000/7492] lr: 4.147e-02, eta: 5 days, 10:29:13, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5241, loss_cls: 7.9828, loss: 7.9828 2025-08-06 09:06:24,258 - pyskl - INFO - Epoch [41][5100/7492] lr: 4.146e-02, eta: 5 days, 10:28:19, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2503, top5_acc: 0.4938, loss_cls: 8.1900, loss: 8.1900 2025-08-06 09:07:22,113 - pyskl - INFO - Epoch [41][5200/7492] lr: 4.146e-02, eta: 5 days, 10:27:23, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5150, loss_cls: 8.0200, loss: 8.0200 2025-08-06 09:08:20,510 - pyskl - INFO - Epoch [41][5300/7492] lr: 4.145e-02, eta: 5 days, 10:26:28, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5025, loss_cls: 8.1256, loss: 8.1256 2025-08-06 09:09:19,327 - pyskl - INFO - Epoch [41][5400/7492] lr: 4.145e-02, eta: 5 days, 10:25:35, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.4997, loss_cls: 8.1669, loss: 8.1669 2025-08-06 09:10:18,109 - pyskl - INFO - Epoch [41][5500/7492] lr: 4.144e-02, eta: 5 days, 10:24:41, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2803, top5_acc: 0.5253, loss_cls: 8.0254, loss: 8.0254 2025-08-06 09:11:17,034 - pyskl - INFO - Epoch [41][5600/7492] lr: 4.144e-02, eta: 5 days, 10:23:48, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 7.9537, loss: 7.9537 2025-08-06 09:12:14,555 - pyskl - INFO - Epoch [41][5700/7492] lr: 4.143e-02, eta: 5 days, 10:22:51, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5231, loss_cls: 7.9931, loss: 7.9931 2025-08-06 09:13:12,167 - pyskl - INFO - Epoch [41][5800/7492] lr: 4.142e-02, eta: 5 days, 10:21:54, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.4913, loss_cls: 8.1922, loss: 8.1922 2025-08-06 09:14:08,730 - pyskl - INFO - Epoch [41][5900/7492] lr: 4.142e-02, eta: 5 days, 10:20:55, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5194, loss_cls: 8.0519, loss: 8.0519 2025-08-06 09:15:06,395 - pyskl - INFO - Epoch [41][6000/7492] lr: 4.141e-02, eta: 5 days, 10:19:58, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5153, loss_cls: 8.1393, loss: 8.1393 2025-08-06 09:16:04,528 - pyskl - INFO - Epoch [41][6100/7492] lr: 4.141e-02, eta: 5 days, 10:19:03, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5106, loss_cls: 7.9493, loss: 7.9493 2025-08-06 09:17:02,031 - pyskl - INFO - Epoch [41][6200/7492] lr: 4.140e-02, eta: 5 days, 10:18:06, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5194, loss_cls: 8.0684, loss: 8.0684 2025-08-06 09:18:00,282 - pyskl - INFO - Epoch [41][6300/7492] lr: 4.140e-02, eta: 5 days, 10:17:11, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5172, loss_cls: 8.0323, loss: 8.0323 2025-08-06 09:18:58,684 - pyskl - INFO - Epoch [41][6400/7492] lr: 4.139e-02, eta: 5 days, 10:16:17, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.4934, loss_cls: 8.1283, loss: 8.1283 2025-08-06 09:19:56,956 - pyskl - INFO - Epoch [41][6500/7492] lr: 4.139e-02, eta: 5 days, 10:15:22, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5172, loss_cls: 8.1213, loss: 8.1213 2025-08-06 09:20:56,071 - pyskl - INFO - Epoch [41][6600/7492] lr: 4.138e-02, eta: 5 days, 10:14:29, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5116, loss_cls: 8.1616, loss: 8.1616 2025-08-06 09:21:53,460 - pyskl - INFO - Epoch [41][6700/7492] lr: 4.138e-02, eta: 5 days, 10:13:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5162, loss_cls: 8.1324, loss: 8.1324 2025-08-06 09:22:50,454 - pyskl - INFO - Epoch [41][6800/7492] lr: 4.137e-02, eta: 5 days, 10:12:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5084, loss_cls: 8.0021, loss: 8.0021 2025-08-06 09:23:47,340 - pyskl - INFO - Epoch [41][6900/7492] lr: 4.137e-02, eta: 5 days, 10:11:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5191, loss_cls: 8.0637, loss: 8.0637 2025-08-06 09:24:45,821 - pyskl - INFO - Epoch [41][7000/7492] lr: 4.136e-02, eta: 5 days, 10:10:41, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5116, loss_cls: 8.0712, loss: 8.0712 2025-08-06 09:25:42,914 - pyskl - INFO - Epoch [41][7100/7492] lr: 4.136e-02, eta: 5 days, 10:09:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5116, loss_cls: 8.0095, loss: 8.0095 2025-08-06 09:26:41,491 - pyskl - INFO - Epoch [41][7200/7492] lr: 4.135e-02, eta: 5 days, 10:08:49, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2578, top5_acc: 0.5091, loss_cls: 8.0708, loss: 8.0708 2025-08-06 09:27:39,333 - pyskl - INFO - Epoch [41][7300/7492] lr: 4.135e-02, eta: 5 days, 10:07:52, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2556, top5_acc: 0.5000, loss_cls: 8.0714, loss: 8.0714 2025-08-06 09:28:37,598 - pyskl - INFO - Epoch [41][7400/7492] lr: 4.134e-02, eta: 5 days, 10:06:58, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5112, loss_cls: 8.1064, loss: 8.1064 2025-08-06 09:29:31,740 - pyskl - INFO - Saving checkpoint at 41 epochs 2025-08-06 09:30:20,108 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 09:30:20,775 - pyskl - INFO - top1_acc 0.2143 top5_acc 0.4495 2025-08-06 09:30:20,775 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 09:30:20,826 - pyskl - INFO - mean_acc 0.2141 2025-08-06 09:30:20,840 - pyskl - INFO - Epoch(val) [41][617] top1_acc: 0.2143, top5_acc: 0.4495, mean_class_accuracy: 0.2141 2025-08-06 09:31:51,891 - pyskl - INFO - Epoch [42][100/7492] lr: 4.133e-02, eta: 5 days, 10:04:17, time: 0.910, data_time: 0.342, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5156, loss_cls: 8.0661, loss: 8.0661 2025-08-06 09:32:49,178 - pyskl - INFO - Epoch [42][200/7492] lr: 4.132e-02, eta: 5 days, 10:03:19, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5038, loss_cls: 8.1260, loss: 8.1260 2025-08-06 09:33:46,262 - pyskl - INFO - Epoch [42][300/7492] lr: 4.132e-02, eta: 5 days, 10:02:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5094, loss_cls: 8.0185, loss: 8.0185 2025-08-06 09:34:43,149 - pyskl - INFO - Epoch [42][400/7492] lr: 4.131e-02, eta: 5 days, 10:01:23, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5272, loss_cls: 7.9638, loss: 7.9638 2025-08-06 09:35:40,517 - pyskl - INFO - Epoch [42][500/7492] lr: 4.131e-02, eta: 5 days, 10:00:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5144, loss_cls: 8.0371, loss: 8.0371 2025-08-06 09:36:37,495 - pyskl - INFO - Epoch [42][600/7492] lr: 4.130e-02, eta: 5 days, 9:59:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5303, loss_cls: 8.0129, loss: 8.0129 2025-08-06 09:37:34,091 - pyskl - INFO - Epoch [42][700/7492] lr: 4.130e-02, eta: 5 days, 9:58:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5128, loss_cls: 8.0469, loss: 8.0469 2025-08-06 09:38:31,060 - pyskl - INFO - Epoch [42][800/7492] lr: 4.129e-02, eta: 5 days, 9:57:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5366, loss_cls: 7.9288, loss: 7.9288 2025-08-06 09:39:28,041 - pyskl - INFO - Epoch [42][900/7492] lr: 4.129e-02, eta: 5 days, 9:56:31, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5266, loss_cls: 8.0140, loss: 8.0140 2025-08-06 09:40:25,251 - pyskl - INFO - Epoch [42][1000/7492] lr: 4.128e-02, eta: 5 days, 9:55:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5184, loss_cls: 8.0152, loss: 8.0152 2025-08-06 09:41:23,453 - pyskl - INFO - Epoch [42][1100/7492] lr: 4.128e-02, eta: 5 days, 9:54:38, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5153, loss_cls: 8.0010, loss: 8.0010 2025-08-06 09:42:21,464 - pyskl - INFO - Epoch [42][1200/7492] lr: 4.127e-02, eta: 5 days, 9:53:43, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.4947, loss_cls: 8.1186, loss: 8.1186 2025-08-06 09:43:19,263 - pyskl - INFO - Epoch [42][1300/7492] lr: 4.127e-02, eta: 5 days, 9:52:46, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5150, loss_cls: 7.9169, loss: 7.9169 2025-08-06 09:44:15,852 - pyskl - INFO - Epoch [42][1400/7492] lr: 4.126e-02, eta: 5 days, 9:51:47, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2512, top5_acc: 0.5034, loss_cls: 8.0190, loss: 8.0190 2025-08-06 09:45:12,611 - pyskl - INFO - Epoch [42][1500/7492] lr: 4.126e-02, eta: 5 days, 9:50:48, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5278, loss_cls: 7.9202, loss: 7.9202 2025-08-06 09:46:11,486 - pyskl - INFO - Epoch [42][1600/7492] lr: 4.125e-02, eta: 5 days, 9:49:55, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 8.0228, loss: 8.0228 2025-08-06 09:47:09,752 - pyskl - INFO - Epoch [42][1700/7492] lr: 4.125e-02, eta: 5 days, 9:49:00, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5166, loss_cls: 8.0425, loss: 8.0425 2025-08-06 09:48:08,413 - pyskl - INFO - Epoch [42][1800/7492] lr: 4.124e-02, eta: 5 days, 9:48:06, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5256, loss_cls: 8.0179, loss: 8.0179 2025-08-06 09:49:07,462 - pyskl - INFO - Epoch [42][1900/7492] lr: 4.123e-02, eta: 5 days, 9:47:13, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2831, top5_acc: 0.5162, loss_cls: 8.0687, loss: 8.0687 2025-08-06 09:50:06,493 - pyskl - INFO - Epoch [42][2000/7492] lr: 4.123e-02, eta: 5 days, 9:46:20, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5297, loss_cls: 7.9499, loss: 7.9499 2025-08-06 09:51:05,638 - pyskl - INFO - Epoch [42][2100/7492] lr: 4.122e-02, eta: 5 days, 9:45:28, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5019, loss_cls: 8.1822, loss: 8.1822 2025-08-06 09:52:04,335 - pyskl - INFO - Epoch [42][2200/7492] lr: 4.122e-02, eta: 5 days, 9:44:34, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2506, top5_acc: 0.5156, loss_cls: 8.0769, loss: 8.0769 2025-08-06 09:53:03,078 - pyskl - INFO - Epoch [42][2300/7492] lr: 4.121e-02, eta: 5 days, 9:43:40, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5025, loss_cls: 8.1396, loss: 8.1396 2025-08-06 09:54:01,089 - pyskl - INFO - Epoch [42][2400/7492] lr: 4.121e-02, eta: 5 days, 9:42:45, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5262, loss_cls: 7.9370, loss: 7.9370 2025-08-06 09:54:59,046 - pyskl - INFO - Epoch [42][2500/7492] lr: 4.120e-02, eta: 5 days, 9:41:49, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5028, loss_cls: 8.0376, loss: 8.0376 2025-08-06 09:55:57,347 - pyskl - INFO - Epoch [42][2600/7492] lr: 4.120e-02, eta: 5 days, 9:40:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5241, loss_cls: 7.9954, loss: 7.9954 2025-08-06 09:56:56,203 - pyskl - INFO - Epoch [42][2700/7492] lr: 4.119e-02, eta: 5 days, 9:40:01, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5159, loss_cls: 8.0450, loss: 8.0450 2025-08-06 09:57:54,702 - pyskl - INFO - Epoch [42][2800/7492] lr: 4.119e-02, eta: 5 days, 9:39:06, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5191, loss_cls: 8.0316, loss: 8.0316 2025-08-06 09:58:53,383 - pyskl - INFO - Epoch [42][2900/7492] lr: 4.118e-02, eta: 5 days, 9:38:12, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5256, loss_cls: 8.0381, loss: 8.0381 2025-08-06 09:59:50,906 - pyskl - INFO - Epoch [42][3000/7492] lr: 4.118e-02, eta: 5 days, 9:37:15, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5028, loss_cls: 8.1234, loss: 8.1234 2025-08-06 10:00:48,929 - pyskl - INFO - Epoch [42][3100/7492] lr: 4.117e-02, eta: 5 days, 9:36:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5128, loss_cls: 8.1251, loss: 8.1251 2025-08-06 10:01:46,715 - pyskl - INFO - Epoch [42][3200/7492] lr: 4.117e-02, eta: 5 days, 9:35:24, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2547, top5_acc: 0.5112, loss_cls: 8.1370, loss: 8.1370 2025-08-06 10:02:44,817 - pyskl - INFO - Epoch [42][3300/7492] lr: 4.116e-02, eta: 5 days, 9:34:28, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5184, loss_cls: 7.9870, loss: 7.9870 2025-08-06 10:03:42,446 - pyskl - INFO - Epoch [42][3400/7492] lr: 4.115e-02, eta: 5 days, 9:33:32, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5203, loss_cls: 8.0208, loss: 8.0208 2025-08-06 10:04:41,421 - pyskl - INFO - Epoch [42][3500/7492] lr: 4.115e-02, eta: 5 days, 9:32:38, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5322, loss_cls: 7.9718, loss: 7.9718 2025-08-06 10:05:38,552 - pyskl - INFO - Epoch [42][3600/7492] lr: 4.114e-02, eta: 5 days, 9:31:41, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5153, loss_cls: 8.0851, loss: 8.0851 2025-08-06 10:06:36,235 - pyskl - INFO - Epoch [42][3700/7492] lr: 4.114e-02, eta: 5 days, 9:30:44, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5125, loss_cls: 8.0125, loss: 8.0125 2025-08-06 10:07:33,053 - pyskl - INFO - Epoch [42][3800/7492] lr: 4.113e-02, eta: 5 days, 9:29:45, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5322, loss_cls: 7.9522, loss: 7.9522 2025-08-06 10:08:30,048 - pyskl - INFO - Epoch [42][3900/7492] lr: 4.113e-02, eta: 5 days, 9:28:47, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5059, loss_cls: 8.0983, loss: 8.0983 2025-08-06 10:09:27,172 - pyskl - INFO - Epoch [42][4000/7492] lr: 4.112e-02, eta: 5 days, 9:27:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5116, loss_cls: 8.1404, loss: 8.1404 2025-08-06 10:10:24,824 - pyskl - INFO - Epoch [42][4100/7492] lr: 4.112e-02, eta: 5 days, 9:26:52, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5144, loss_cls: 8.0608, loss: 8.0608 2025-08-06 10:11:21,567 - pyskl - INFO - Epoch [42][4200/7492] lr: 4.111e-02, eta: 5 days, 9:25:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5181, loss_cls: 8.1603, loss: 8.1603 2025-08-06 10:12:19,937 - pyskl - INFO - Epoch [42][4300/7492] lr: 4.111e-02, eta: 5 days, 9:24:59, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5284, loss_cls: 7.9692, loss: 7.9692 2025-08-06 10:13:17,564 - pyskl - INFO - Epoch [42][4400/7492] lr: 4.110e-02, eta: 5 days, 9:24:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.5109, loss_cls: 8.0847, loss: 8.0847 2025-08-06 10:14:16,352 - pyskl - INFO - Epoch [42][4500/7492] lr: 4.110e-02, eta: 5 days, 9:23:09, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5134, loss_cls: 8.0566, loss: 8.0566 2025-08-06 10:15:14,103 - pyskl - INFO - Epoch [42][4600/7492] lr: 4.109e-02, eta: 5 days, 9:22:12, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5191, loss_cls: 8.0501, loss: 8.0501 2025-08-06 10:16:12,138 - pyskl - INFO - Epoch [42][4700/7492] lr: 4.109e-02, eta: 5 days, 9:21:17, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5116, loss_cls: 8.0369, loss: 8.0369 2025-08-06 10:17:09,087 - pyskl - INFO - Epoch [42][4800/7492] lr: 4.108e-02, eta: 5 days, 9:20:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5284, loss_cls: 8.0141, loss: 8.0141 2025-08-06 10:18:06,122 - pyskl - INFO - Epoch [42][4900/7492] lr: 4.107e-02, eta: 5 days, 9:19:20, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5153, loss_cls: 8.0575, loss: 8.0575 2025-08-06 10:19:03,850 - pyskl - INFO - Epoch [42][5000/7492] lr: 4.107e-02, eta: 5 days, 9:18:24, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5325, loss_cls: 7.8951, loss: 7.8951 2025-08-06 10:20:01,163 - pyskl - INFO - Epoch [42][5100/7492] lr: 4.106e-02, eta: 5 days, 9:17:26, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5200, loss_cls: 8.0149, loss: 8.0149 2025-08-06 10:20:58,178 - pyskl - INFO - Epoch [42][5200/7492] lr: 4.106e-02, eta: 5 days, 9:16:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5119, loss_cls: 8.0818, loss: 8.0818 2025-08-06 10:21:56,512 - pyskl - INFO - Epoch [42][5300/7492] lr: 4.105e-02, eta: 5 days, 9:15:33, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5147, loss_cls: 8.1403, loss: 8.1403 2025-08-06 10:22:53,318 - pyskl - INFO - Epoch [42][5400/7492] lr: 4.105e-02, eta: 5 days, 9:14:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5219, loss_cls: 7.9716, loss: 7.9716 2025-08-06 10:23:50,746 - pyskl - INFO - Epoch [42][5500/7492] lr: 4.104e-02, eta: 5 days, 9:13:37, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5138, loss_cls: 8.0716, loss: 8.0716 2025-08-06 10:24:49,136 - pyskl - INFO - Epoch [42][5600/7492] lr: 4.104e-02, eta: 5 days, 9:12:43, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.4975, loss_cls: 8.1204, loss: 8.1204 2025-08-06 10:25:47,132 - pyskl - INFO - Epoch [42][5700/7492] lr: 4.103e-02, eta: 5 days, 9:11:47, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5044, loss_cls: 8.1266, loss: 8.1266 2025-08-06 10:26:45,634 - pyskl - INFO - Epoch [42][5800/7492] lr: 4.103e-02, eta: 5 days, 9:10:52, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5022, loss_cls: 8.0870, loss: 8.0870 2025-08-06 10:27:43,890 - pyskl - INFO - Epoch [42][5900/7492] lr: 4.102e-02, eta: 5 days, 9:09:57, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5094, loss_cls: 8.1752, loss: 8.1752 2025-08-06 10:28:42,032 - pyskl - INFO - Epoch [42][6000/7492] lr: 4.102e-02, eta: 5 days, 9:09:02, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5053, loss_cls: 8.0850, loss: 8.0850 2025-08-06 10:29:39,340 - pyskl - INFO - Epoch [42][6100/7492] lr: 4.101e-02, eta: 5 days, 9:08:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2516, top5_acc: 0.4941, loss_cls: 8.1743, loss: 8.1743 2025-08-06 10:30:35,968 - pyskl - INFO - Epoch [42][6200/7492] lr: 4.101e-02, eta: 5 days, 9:07:05, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5075, loss_cls: 8.0632, loss: 8.0632 2025-08-06 10:31:34,033 - pyskl - INFO - Epoch [42][6300/7492] lr: 4.100e-02, eta: 5 days, 9:06:10, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5347, loss_cls: 7.9882, loss: 7.9882 2025-08-06 10:32:32,894 - pyskl - INFO - Epoch [42][6400/7492] lr: 4.099e-02, eta: 5 days, 9:05:16, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5259, loss_cls: 7.9999, loss: 7.9999 2025-08-06 10:33:31,904 - pyskl - INFO - Epoch [42][6500/7492] lr: 4.099e-02, eta: 5 days, 9:04:23, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5203, loss_cls: 8.0372, loss: 8.0372 2025-08-06 10:34:30,221 - pyskl - INFO - Epoch [42][6600/7492] lr: 4.098e-02, eta: 5 days, 9:03:28, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5150, loss_cls: 8.0558, loss: 8.0558 2025-08-06 10:35:28,582 - pyskl - INFO - Epoch [42][6700/7492] lr: 4.098e-02, eta: 5 days, 9:02:34, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5119, loss_cls: 8.0850, loss: 8.0850 2025-08-06 10:36:27,113 - pyskl - INFO - Epoch [42][6800/7492] lr: 4.097e-02, eta: 5 days, 9:01:39, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5097, loss_cls: 8.0366, loss: 8.0366 2025-08-06 10:37:24,323 - pyskl - INFO - Epoch [42][6900/7492] lr: 4.097e-02, eta: 5 days, 9:00:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5209, loss_cls: 8.0226, loss: 8.0226 2025-08-06 10:38:23,287 - pyskl - INFO - Epoch [42][7000/7492] lr: 4.096e-02, eta: 5 days, 8:59:48, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5094, loss_cls: 8.1413, loss: 8.1413 2025-08-06 10:39:21,553 - pyskl - INFO - Epoch [42][7100/7492] lr: 4.096e-02, eta: 5 days, 8:58:53, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5272, loss_cls: 7.9732, loss: 7.9732 2025-08-06 10:40:18,885 - pyskl - INFO - Epoch [42][7200/7492] lr: 4.095e-02, eta: 5 days, 8:57:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5288, loss_cls: 8.0228, loss: 8.0228 2025-08-06 10:41:17,038 - pyskl - INFO - Epoch [42][7300/7492] lr: 4.095e-02, eta: 5 days, 8:57:01, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5178, loss_cls: 8.0916, loss: 8.0916 2025-08-06 10:42:14,339 - pyskl - INFO - Epoch [42][7400/7492] lr: 4.094e-02, eta: 5 days, 8:56:03, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5181, loss_cls: 8.0312, loss: 8.0312 2025-08-06 10:43:08,936 - pyskl - INFO - Saving checkpoint at 42 epochs 2025-08-06 10:43:57,304 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 10:43:57,963 - pyskl - INFO - top1_acc 0.2300 top5_acc 0.4647 2025-08-06 10:43:57,964 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 10:43:58,006 - pyskl - INFO - mean_acc 0.2297 2025-08-06 10:43:58,020 - pyskl - INFO - Epoch(val) [42][617] top1_acc: 0.2300, top5_acc: 0.4647, mean_class_accuracy: 0.2297 2025-08-06 10:45:33,193 - pyskl - INFO - Epoch [43][100/7492] lr: 4.093e-02, eta: 5 days, 8:53:34, time: 0.952, data_time: 0.374, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5288, loss_cls: 7.9527, loss: 7.9527 2025-08-06 10:46:31,830 - pyskl - INFO - Epoch [43][200/7492] lr: 4.092e-02, eta: 5 days, 8:52:40, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5300, loss_cls: 7.9518, loss: 7.9518 2025-08-06 10:47:29,710 - pyskl - INFO - Epoch [43][300/7492] lr: 4.092e-02, eta: 5 days, 8:51:44, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5222, loss_cls: 7.9377, loss: 7.9377 2025-08-06 10:48:27,047 - pyskl - INFO - Epoch [43][400/7492] lr: 4.091e-02, eta: 5 days, 8:50:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5075, loss_cls: 8.0886, loss: 8.0886 2025-08-06 10:49:25,158 - pyskl - INFO - Epoch [43][500/7492] lr: 4.091e-02, eta: 5 days, 8:49:52, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5144, loss_cls: 8.0830, loss: 8.0830 2025-08-06 10:50:23,380 - pyskl - INFO - Epoch [43][600/7492] lr: 4.090e-02, eta: 5 days, 8:48:56, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5075, loss_cls: 8.0904, loss: 8.0904 2025-08-06 10:51:21,137 - pyskl - INFO - Epoch [43][700/7492] lr: 4.090e-02, eta: 5 days, 8:48:00, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5144, loss_cls: 7.9887, loss: 7.9887 2025-08-06 10:52:18,124 - pyskl - INFO - Epoch [43][800/7492] lr: 4.089e-02, eta: 5 days, 8:47:02, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5259, loss_cls: 7.9531, loss: 7.9531 2025-08-06 10:53:16,281 - pyskl - INFO - Epoch [43][900/7492] lr: 4.089e-02, eta: 5 days, 8:46:07, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5047, loss_cls: 8.0981, loss: 8.0981 2025-08-06 10:54:13,896 - pyskl - INFO - Epoch [43][1000/7492] lr: 4.088e-02, eta: 5 days, 8:45:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5131, loss_cls: 7.9905, loss: 7.9905 2025-08-06 10:55:11,854 - pyskl - INFO - Epoch [43][1100/7492] lr: 4.088e-02, eta: 5 days, 8:44:14, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5106, loss_cls: 8.0071, loss: 8.0071 2025-08-06 10:56:09,811 - pyskl - INFO - Epoch [43][1200/7492] lr: 4.087e-02, eta: 5 days, 8:43:18, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5184, loss_cls: 7.9926, loss: 7.9926 2025-08-06 10:57:08,277 - pyskl - INFO - Epoch [43][1300/7492] lr: 4.087e-02, eta: 5 days, 8:42:24, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5331, loss_cls: 7.9487, loss: 7.9487 2025-08-06 10:58:06,495 - pyskl - INFO - Epoch [43][1400/7492] lr: 4.086e-02, eta: 5 days, 8:41:29, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.4975, loss_cls: 8.1493, loss: 8.1493 2025-08-06 10:59:04,447 - pyskl - INFO - Epoch [43][1500/7492] lr: 4.085e-02, eta: 5 days, 8:40:33, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5259, loss_cls: 7.9296, loss: 7.9296 2025-08-06 11:00:03,162 - pyskl - INFO - Epoch [43][1600/7492] lr: 4.085e-02, eta: 5 days, 8:39:39, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5222, loss_cls: 8.0195, loss: 8.0195 2025-08-06 11:01:01,065 - pyskl - INFO - Epoch [43][1700/7492] lr: 4.084e-02, eta: 5 days, 8:38:43, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5103, loss_cls: 8.0760, loss: 8.0760 2025-08-06 11:01:58,515 - pyskl - INFO - Epoch [43][1800/7492] lr: 4.084e-02, eta: 5 days, 8:37:46, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5303, loss_cls: 7.9937, loss: 7.9937 2025-08-06 11:02:55,626 - pyskl - INFO - Epoch [43][1900/7492] lr: 4.083e-02, eta: 5 days, 8:36:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5256, loss_cls: 7.9944, loss: 7.9944 2025-08-06 11:03:52,590 - pyskl - INFO - Epoch [43][2000/7492] lr: 4.083e-02, eta: 5 days, 8:35:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5022, loss_cls: 8.0945, loss: 8.0945 2025-08-06 11:04:50,821 - pyskl - INFO - Epoch [43][2100/7492] lr: 4.082e-02, eta: 5 days, 8:34:54, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5194, loss_cls: 8.0247, loss: 8.0247 2025-08-06 11:05:48,624 - pyskl - INFO - Epoch [43][2200/7492] lr: 4.082e-02, eta: 5 days, 8:33:58, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2831, top5_acc: 0.5162, loss_cls: 7.9244, loss: 7.9244 2025-08-06 11:06:47,341 - pyskl - INFO - Epoch [43][2300/7492] lr: 4.081e-02, eta: 5 days, 8:33:04, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5022, loss_cls: 8.0190, loss: 8.0190 2025-08-06 11:07:45,051 - pyskl - INFO - Epoch [43][2400/7492] lr: 4.081e-02, eta: 5 days, 8:32:08, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.4978, loss_cls: 8.2020, loss: 8.2020 2025-08-06 11:08:42,343 - pyskl - INFO - Epoch [43][2500/7492] lr: 4.080e-02, eta: 5 days, 8:31:10, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5053, loss_cls: 8.0786, loss: 8.0786 2025-08-06 11:09:41,170 - pyskl - INFO - Epoch [43][2600/7492] lr: 4.080e-02, eta: 5 days, 8:30:16, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5234, loss_cls: 8.0259, loss: 8.0259 2025-08-06 11:10:39,043 - pyskl - INFO - Epoch [43][2700/7492] lr: 4.079e-02, eta: 5 days, 8:29:20, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5066, loss_cls: 8.0523, loss: 8.0523 2025-08-06 11:11:36,126 - pyskl - INFO - Epoch [43][2800/7492] lr: 4.078e-02, eta: 5 days, 8:28:22, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5269, loss_cls: 8.0076, loss: 8.0076 2025-08-06 11:12:34,381 - pyskl - INFO - Epoch [43][2900/7492] lr: 4.078e-02, eta: 5 days, 8:27:27, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5150, loss_cls: 7.9939, loss: 7.9939 2025-08-06 11:13:32,566 - pyskl - INFO - Epoch [43][3000/7492] lr: 4.077e-02, eta: 5 days, 8:26:32, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5259, loss_cls: 7.9985, loss: 7.9985 2025-08-06 11:14:30,252 - pyskl - INFO - Epoch [43][3100/7492] lr: 4.077e-02, eta: 5 days, 8:25:35, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5131, loss_cls: 8.0294, loss: 8.0294 2025-08-06 11:15:28,441 - pyskl - INFO - Epoch [43][3200/7492] lr: 4.076e-02, eta: 5 days, 8:24:40, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5159, loss_cls: 8.0693, loss: 8.0693 2025-08-06 11:16:26,404 - pyskl - INFO - Epoch [43][3300/7492] lr: 4.076e-02, eta: 5 days, 8:23:44, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5247, loss_cls: 7.9866, loss: 7.9866 2025-08-06 11:17:24,553 - pyskl - INFO - Epoch [43][3400/7492] lr: 4.075e-02, eta: 5 days, 8:22:49, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5216, loss_cls: 8.0135, loss: 8.0135 2025-08-06 11:18:22,928 - pyskl - INFO - Epoch [43][3500/7492] lr: 4.075e-02, eta: 5 days, 8:21:54, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5244, loss_cls: 7.9953, loss: 7.9953 2025-08-06 11:19:20,062 - pyskl - INFO - Epoch [43][3600/7492] lr: 4.074e-02, eta: 5 days, 8:20:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5244, loss_cls: 7.9506, loss: 7.9506 2025-08-06 11:20:17,694 - pyskl - INFO - Epoch [43][3700/7492] lr: 4.074e-02, eta: 5 days, 8:20:00, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5156, loss_cls: 8.0785, loss: 8.0785 2025-08-06 11:21:15,035 - pyskl - INFO - Epoch [43][3800/7492] lr: 4.073e-02, eta: 5 days, 8:19:02, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5175, loss_cls: 8.1200, loss: 8.1200 2025-08-06 11:22:13,313 - pyskl - INFO - Epoch [43][3900/7492] lr: 4.072e-02, eta: 5 days, 8:18:07, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5266, loss_cls: 7.9024, loss: 7.9024 2025-08-06 11:23:11,748 - pyskl - INFO - Epoch [43][4000/7492] lr: 4.072e-02, eta: 5 days, 8:17:13, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5134, loss_cls: 8.1307, loss: 8.1307 2025-08-06 11:24:09,518 - pyskl - INFO - Epoch [43][4100/7492] lr: 4.071e-02, eta: 5 days, 8:16:16, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5250, loss_cls: 8.0026, loss: 8.0026 2025-08-06 11:25:07,115 - pyskl - INFO - Epoch [43][4200/7492] lr: 4.071e-02, eta: 5 days, 8:15:19, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5116, loss_cls: 8.0813, loss: 8.0813 2025-08-06 11:26:04,812 - pyskl - INFO - Epoch [43][4300/7492] lr: 4.070e-02, eta: 5 days, 8:14:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.4922, loss_cls: 8.0885, loss: 8.0885 2025-08-06 11:27:02,858 - pyskl - INFO - Epoch [43][4400/7492] lr: 4.070e-02, eta: 5 days, 8:13:27, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5181, loss_cls: 7.9424, loss: 7.9424 2025-08-06 11:28:00,788 - pyskl - INFO - Epoch [43][4500/7492] lr: 4.069e-02, eta: 5 days, 8:12:31, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5059, loss_cls: 8.0748, loss: 8.0748 2025-08-06 11:28:59,035 - pyskl - INFO - Epoch [43][4600/7492] lr: 4.069e-02, eta: 5 days, 8:11:36, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5059, loss_cls: 8.0819, loss: 8.0819 2025-08-06 11:29:57,239 - pyskl - INFO - Epoch [43][4700/7492] lr: 4.068e-02, eta: 5 days, 8:10:41, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2462, top5_acc: 0.4984, loss_cls: 8.1469, loss: 8.1469 2025-08-06 11:30:55,116 - pyskl - INFO - Epoch [43][4800/7492] lr: 4.068e-02, eta: 5 days, 8:09:45, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5247, loss_cls: 7.9705, loss: 7.9705 2025-08-06 11:31:53,984 - pyskl - INFO - Epoch [43][4900/7492] lr: 4.067e-02, eta: 5 days, 8:08:51, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5119, loss_cls: 8.1041, loss: 8.1041 2025-08-06 11:32:52,180 - pyskl - INFO - Epoch [43][5000/7492] lr: 4.066e-02, eta: 5 days, 8:07:56, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5147, loss_cls: 8.0152, loss: 8.0152 2025-08-06 11:33:50,390 - pyskl - INFO - Epoch [43][5100/7492] lr: 4.066e-02, eta: 5 days, 8:07:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5203, loss_cls: 7.9742, loss: 7.9742 2025-08-06 11:34:48,363 - pyskl - INFO - Epoch [43][5200/7492] lr: 4.065e-02, eta: 5 days, 8:06:05, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5269, loss_cls: 7.9472, loss: 7.9472 2025-08-06 11:35:45,199 - pyskl - INFO - Epoch [43][5300/7492] lr: 4.065e-02, eta: 5 days, 8:05:06, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5131, loss_cls: 8.0732, loss: 8.0732 2025-08-06 11:36:43,497 - pyskl - INFO - Epoch [43][5400/7492] lr: 4.064e-02, eta: 5 days, 8:04:11, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5238, loss_cls: 7.9795, loss: 7.9795 2025-08-06 11:37:42,602 - pyskl - INFO - Epoch [43][5500/7492] lr: 4.064e-02, eta: 5 days, 8:03:18, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5169, loss_cls: 8.0518, loss: 8.0518 2025-08-06 11:38:41,394 - pyskl - INFO - Epoch [43][5600/7492] lr: 4.063e-02, eta: 5 days, 8:02:25, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5122, loss_cls: 8.0588, loss: 8.0588 2025-08-06 11:39:40,134 - pyskl - INFO - Epoch [43][5700/7492] lr: 4.063e-02, eta: 5 days, 8:01:31, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5244, loss_cls: 8.0974, loss: 8.0974 2025-08-06 11:40:38,419 - pyskl - INFO - Epoch [43][5800/7492] lr: 4.062e-02, eta: 5 days, 8:00:36, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5041, loss_cls: 8.0667, loss: 8.0667 2025-08-06 11:41:37,494 - pyskl - INFO - Epoch [43][5900/7492] lr: 4.062e-02, eta: 5 days, 7:59:42, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.5072, loss_cls: 8.0669, loss: 8.0669 2025-08-06 11:42:36,854 - pyskl - INFO - Epoch [43][6000/7492] lr: 4.061e-02, eta: 5 days, 7:58:50, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5244, loss_cls: 7.9663, loss: 7.9663 2025-08-06 11:43:35,037 - pyskl - INFO - Epoch [43][6100/7492] lr: 4.060e-02, eta: 5 days, 7:57:55, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5062, loss_cls: 8.0678, loss: 8.0678 2025-08-06 11:44:33,017 - pyskl - INFO - Epoch [43][6200/7492] lr: 4.060e-02, eta: 5 days, 7:56:59, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5066, loss_cls: 8.0857, loss: 8.0857 2025-08-06 11:45:30,965 - pyskl - INFO - Epoch [43][6300/7492] lr: 4.059e-02, eta: 5 days, 7:56:03, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5238, loss_cls: 7.9026, loss: 7.9026 2025-08-06 11:46:28,422 - pyskl - INFO - Epoch [43][6400/7492] lr: 4.059e-02, eta: 5 days, 7:55:06, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5234, loss_cls: 8.0027, loss: 8.0027 2025-08-06 11:47:26,259 - pyskl - INFO - Epoch [43][6500/7492] lr: 4.058e-02, eta: 5 days, 7:54:10, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5088, loss_cls: 8.1113, loss: 8.1113 2025-08-06 11:48:24,659 - pyskl - INFO - Epoch [43][6600/7492] lr: 4.058e-02, eta: 5 days, 7:53:15, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.4944, loss_cls: 8.1459, loss: 8.1459 2025-08-06 11:49:22,855 - pyskl - INFO - Epoch [43][6700/7492] lr: 4.057e-02, eta: 5 days, 7:52:20, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5203, loss_cls: 8.0616, loss: 8.0616 2025-08-06 11:50:20,457 - pyskl - INFO - Epoch [43][6800/7492] lr: 4.057e-02, eta: 5 days, 7:51:23, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5047, loss_cls: 8.0674, loss: 8.0674 2025-08-06 11:51:18,097 - pyskl - INFO - Epoch [43][6900/7492] lr: 4.056e-02, eta: 5 days, 7:50:26, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5363, loss_cls: 7.9287, loss: 7.9287 2025-08-06 11:52:15,115 - pyskl - INFO - Epoch [43][7000/7492] lr: 4.056e-02, eta: 5 days, 7:49:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5269, loss_cls: 7.9177, loss: 7.9177 2025-08-06 11:53:11,802 - pyskl - INFO - Epoch [43][7100/7492] lr: 4.055e-02, eta: 5 days, 7:48:29, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5175, loss_cls: 8.1086, loss: 8.1086 2025-08-06 11:54:08,723 - pyskl - INFO - Epoch [43][7200/7492] lr: 4.054e-02, eta: 5 days, 7:47:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5131, loss_cls: 8.0934, loss: 8.0934 2025-08-06 11:55:06,652 - pyskl - INFO - Epoch [43][7300/7492] lr: 4.054e-02, eta: 5 days, 7:46:34, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5122, loss_cls: 8.0421, loss: 8.0421 2025-08-06 11:56:04,566 - pyskl - INFO - Epoch [43][7400/7492] lr: 4.053e-02, eta: 5 days, 7:45:38, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5297, loss_cls: 8.0031, loss: 8.0031 2025-08-06 11:56:58,925 - pyskl - INFO - Saving checkpoint at 43 epochs 2025-08-06 11:57:47,343 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 11:57:48,016 - pyskl - INFO - top1_acc 0.2312 top5_acc 0.4643 2025-08-06 11:57:48,016 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 11:57:48,068 - pyskl - INFO - mean_acc 0.2308 2025-08-06 11:57:48,138 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_38.pth was removed 2025-08-06 11:57:49,651 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_43.pth. 2025-08-06 11:57:49,653 - pyskl - INFO - Best top1_acc is 0.2312 at 43 epoch. 2025-08-06 11:57:49,669 - pyskl - INFO - Epoch(val) [43][617] top1_acc: 0.2312, top5_acc: 0.4643, mean_class_accuracy: 0.2308 2025-08-06 11:59:22,546 - pyskl - INFO - Epoch [44][100/7492] lr: 4.052e-02, eta: 5 days, 7:43:05, time: 0.929, data_time: 0.345, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5128, loss_cls: 8.0225, loss: 8.0225 2025-08-06 12:00:20,611 - pyskl - INFO - Epoch [44][200/7492] lr: 4.052e-02, eta: 5 days, 7:42:10, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5188, loss_cls: 8.0299, loss: 8.0299 2025-08-06 12:01:18,823 - pyskl - INFO - Epoch [44][300/7492] lr: 4.051e-02, eta: 5 days, 7:41:14, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5119, loss_cls: 8.0698, loss: 8.0698 2025-08-06 12:02:17,815 - pyskl - INFO - Epoch [44][400/7492] lr: 4.051e-02, eta: 5 days, 7:40:21, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5203, loss_cls: 7.9674, loss: 7.9674 2025-08-06 12:03:15,505 - pyskl - INFO - Epoch [44][500/7492] lr: 4.050e-02, eta: 5 days, 7:39:24, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5238, loss_cls: 7.9437, loss: 7.9437 2025-08-06 12:04:13,501 - pyskl - INFO - Epoch [44][600/7492] lr: 4.050e-02, eta: 5 days, 7:38:29, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5363, loss_cls: 7.9456, loss: 7.9456 2025-08-06 12:05:11,958 - pyskl - INFO - Epoch [44][700/7492] lr: 4.049e-02, eta: 5 days, 7:37:34, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5344, loss_cls: 7.9383, loss: 7.9383 2025-08-06 12:06:08,564 - pyskl - INFO - Epoch [44][800/7492] lr: 4.048e-02, eta: 5 days, 7:36:35, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5259, loss_cls: 7.9519, loss: 7.9519 2025-08-06 12:07:06,924 - pyskl - INFO - Epoch [44][900/7492] lr: 4.048e-02, eta: 5 days, 7:35:40, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5109, loss_cls: 8.0172, loss: 8.0172 2025-08-06 12:08:04,871 - pyskl - INFO - Epoch [44][1000/7492] lr: 4.047e-02, eta: 5 days, 7:34:44, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5106, loss_cls: 8.1052, loss: 8.1052 2025-08-06 12:09:01,913 - pyskl - INFO - Epoch [44][1100/7492] lr: 4.047e-02, eta: 5 days, 7:33:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5144, loss_cls: 8.0346, loss: 8.0346 2025-08-06 12:09:59,035 - pyskl - INFO - Epoch [44][1200/7492] lr: 4.046e-02, eta: 5 days, 7:32:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5272, loss_cls: 8.0620, loss: 8.0620 2025-08-06 12:10:56,392 - pyskl - INFO - Epoch [44][1300/7492] lr: 4.046e-02, eta: 5 days, 7:31:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5078, loss_cls: 8.0995, loss: 8.0995 2025-08-06 12:11:54,720 - pyskl - INFO - Epoch [44][1400/7492] lr: 4.045e-02, eta: 5 days, 7:30:55, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5044, loss_cls: 8.0551, loss: 8.0551 2025-08-06 12:12:52,387 - pyskl - INFO - Epoch [44][1500/7492] lr: 4.045e-02, eta: 5 days, 7:29:59, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5238, loss_cls: 7.9194, loss: 7.9194 2025-08-06 12:13:50,218 - pyskl - INFO - Epoch [44][1600/7492] lr: 4.044e-02, eta: 5 days, 7:29:03, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5162, loss_cls: 8.0800, loss: 8.0800 2025-08-06 12:14:48,450 - pyskl - INFO - Epoch [44][1700/7492] lr: 4.044e-02, eta: 5 days, 7:28:07, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5156, loss_cls: 8.0393, loss: 8.0393 2025-08-06 12:15:47,347 - pyskl - INFO - Epoch [44][1800/7492] lr: 4.043e-02, eta: 5 days, 7:27:14, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5219, loss_cls: 7.9712, loss: 7.9712 2025-08-06 12:16:44,678 - pyskl - INFO - Epoch [44][1900/7492] lr: 4.042e-02, eta: 5 days, 7:26:16, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.4934, loss_cls: 8.0479, loss: 8.0479 2025-08-06 12:17:41,725 - pyskl - INFO - Epoch [44][2000/7492] lr: 4.042e-02, eta: 5 days, 7:25:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2537, top5_acc: 0.5075, loss_cls: 8.0765, loss: 8.0765 2025-08-06 12:18:39,595 - pyskl - INFO - Epoch [44][2100/7492] lr: 4.041e-02, eta: 5 days, 7:24:22, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5181, loss_cls: 7.9931, loss: 7.9931 2025-08-06 12:19:36,240 - pyskl - INFO - Epoch [44][2200/7492] lr: 4.041e-02, eta: 5 days, 7:23:23, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5169, loss_cls: 8.0189, loss: 8.0189 2025-08-06 12:20:32,942 - pyskl - INFO - Epoch [44][2300/7492] lr: 4.040e-02, eta: 5 days, 7:22:24, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5259, loss_cls: 8.0049, loss: 8.0049 2025-08-06 12:21:30,737 - pyskl - INFO - Epoch [44][2400/7492] lr: 4.040e-02, eta: 5 days, 7:21:28, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5259, loss_cls: 8.0319, loss: 8.0319 2025-08-06 12:22:29,170 - pyskl - INFO - Epoch [44][2500/7492] lr: 4.039e-02, eta: 5 days, 7:20:33, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5288, loss_cls: 7.9256, loss: 7.9256 2025-08-06 12:23:26,901 - pyskl - INFO - Epoch [44][2600/7492] lr: 4.039e-02, eta: 5 days, 7:19:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5025, loss_cls: 8.1043, loss: 8.1043 2025-08-06 12:24:24,849 - pyskl - INFO - Epoch [44][2700/7492] lr: 4.038e-02, eta: 5 days, 7:18:40, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5259, loss_cls: 8.0150, loss: 8.0150 2025-08-06 12:25:23,660 - pyskl - INFO - Epoch [44][2800/7492] lr: 4.037e-02, eta: 5 days, 7:17:47, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5100, loss_cls: 7.9963, loss: 7.9963 2025-08-06 12:26:22,511 - pyskl - INFO - Epoch [44][2900/7492] lr: 4.037e-02, eta: 5 days, 7:16:53, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5100, loss_cls: 8.1011, loss: 8.1011 2025-08-06 12:27:20,600 - pyskl - INFO - Epoch [44][3000/7492] lr: 4.036e-02, eta: 5 days, 7:15:57, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5272, loss_cls: 7.9276, loss: 7.9276 2025-08-06 12:28:18,585 - pyskl - INFO - Epoch [44][3100/7492] lr: 4.036e-02, eta: 5 days, 7:15:01, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5203, loss_cls: 7.9614, loss: 7.9614 2025-08-06 12:29:16,464 - pyskl - INFO - Epoch [44][3200/7492] lr: 4.035e-02, eta: 5 days, 7:14:05, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5184, loss_cls: 7.9577, loss: 7.9577 2025-08-06 12:30:13,926 - pyskl - INFO - Epoch [44][3300/7492] lr: 4.035e-02, eta: 5 days, 7:13:08, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5184, loss_cls: 7.9832, loss: 7.9832 2025-08-06 12:31:11,380 - pyskl - INFO - Epoch [44][3400/7492] lr: 4.034e-02, eta: 5 days, 7:12:11, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5159, loss_cls: 8.1207, loss: 8.1207 2025-08-06 12:32:09,361 - pyskl - INFO - Epoch [44][3500/7492] lr: 4.034e-02, eta: 5 days, 7:11:15, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5166, loss_cls: 7.9499, loss: 7.9499 2025-08-06 12:33:07,093 - pyskl - INFO - Epoch [44][3600/7492] lr: 4.033e-02, eta: 5 days, 7:10:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5166, loss_cls: 8.0487, loss: 8.0487 2025-08-06 12:34:05,692 - pyskl - INFO - Epoch [44][3700/7492] lr: 4.033e-02, eta: 5 days, 7:09:24, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5231, loss_cls: 8.0764, loss: 8.0764 2025-08-06 12:35:03,712 - pyskl - INFO - Epoch [44][3800/7492] lr: 4.032e-02, eta: 5 days, 7:08:29, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5194, loss_cls: 7.9944, loss: 7.9944 2025-08-06 12:36:01,143 - pyskl - INFO - Epoch [44][3900/7492] lr: 4.031e-02, eta: 5 days, 7:07:31, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2487, top5_acc: 0.4900, loss_cls: 8.2446, loss: 8.2446 2025-08-06 12:36:58,718 - pyskl - INFO - Epoch [44][4000/7492] lr: 4.031e-02, eta: 5 days, 7:06:35, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5112, loss_cls: 8.0761, loss: 8.0761 2025-08-06 12:37:56,341 - pyskl - INFO - Epoch [44][4100/7492] lr: 4.030e-02, eta: 5 days, 7:05:38, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5328, loss_cls: 7.9945, loss: 7.9945 2025-08-06 12:38:54,003 - pyskl - INFO - Epoch [44][4200/7492] lr: 4.030e-02, eta: 5 days, 7:04:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5191, loss_cls: 8.0860, loss: 8.0860 2025-08-06 12:39:52,091 - pyskl - INFO - Epoch [44][4300/7492] lr: 4.029e-02, eta: 5 days, 7:03:46, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5172, loss_cls: 7.9504, loss: 7.9504 2025-08-06 12:40:49,235 - pyskl - INFO - Epoch [44][4400/7492] lr: 4.029e-02, eta: 5 days, 7:02:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5025, loss_cls: 8.0881, loss: 8.0881 2025-08-06 12:41:47,011 - pyskl - INFO - Epoch [44][4500/7492] lr: 4.028e-02, eta: 5 days, 7:01:51, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5156, loss_cls: 8.0472, loss: 8.0472 2025-08-06 12:42:44,507 - pyskl - INFO - Epoch [44][4600/7492] lr: 4.028e-02, eta: 5 days, 7:00:54, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5269, loss_cls: 8.0637, loss: 8.0637 2025-08-06 12:43:41,440 - pyskl - INFO - Epoch [44][4700/7492] lr: 4.027e-02, eta: 5 days, 6:59:56, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5216, loss_cls: 8.0123, loss: 8.0123 2025-08-06 12:44:38,665 - pyskl - INFO - Epoch [44][4800/7492] lr: 4.026e-02, eta: 5 days, 6:58:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5291, loss_cls: 7.9309, loss: 7.9309 2025-08-06 12:45:37,251 - pyskl - INFO - Epoch [44][4900/7492] lr: 4.026e-02, eta: 5 days, 6:58:04, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5269, loss_cls: 8.0147, loss: 8.0147 2025-08-06 12:46:35,802 - pyskl - INFO - Epoch [44][5000/7492] lr: 4.025e-02, eta: 5 days, 6:57:09, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5209, loss_cls: 8.0529, loss: 8.0529 2025-08-06 12:47:34,422 - pyskl - INFO - Epoch [44][5100/7492] lr: 4.025e-02, eta: 5 days, 6:56:15, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5384, loss_cls: 7.9247, loss: 7.9247 2025-08-06 12:48:33,514 - pyskl - INFO - Epoch [44][5200/7492] lr: 4.024e-02, eta: 5 days, 6:55:22, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2566, top5_acc: 0.5059, loss_cls: 8.1702, loss: 8.1702 2025-08-06 12:49:31,335 - pyskl - INFO - Epoch [44][5300/7492] lr: 4.024e-02, eta: 5 days, 6:54:25, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5319, loss_cls: 7.8679, loss: 7.8679 2025-08-06 12:50:29,193 - pyskl - INFO - Epoch [44][5400/7492] lr: 4.023e-02, eta: 5 days, 6:53:29, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5106, loss_cls: 8.0839, loss: 8.0839 2025-08-06 12:51:26,755 - pyskl - INFO - Epoch [44][5500/7492] lr: 4.023e-02, eta: 5 days, 6:52:32, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5197, loss_cls: 8.0189, loss: 8.0189 2025-08-06 12:52:25,303 - pyskl - INFO - Epoch [44][5600/7492] lr: 4.022e-02, eta: 5 days, 6:51:38, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.5053, loss_cls: 8.0960, loss: 8.0960 2025-08-06 12:53:24,267 - pyskl - INFO - Epoch [44][5700/7492] lr: 4.021e-02, eta: 5 days, 6:50:44, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5128, loss_cls: 8.0383, loss: 8.0383 2025-08-06 12:54:23,228 - pyskl - INFO - Epoch [44][5800/7492] lr: 4.021e-02, eta: 5 days, 6:49:51, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5106, loss_cls: 8.0416, loss: 8.0416 2025-08-06 12:55:21,734 - pyskl - INFO - Epoch [44][5900/7492] lr: 4.020e-02, eta: 5 days, 6:48:56, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5141, loss_cls: 8.0388, loss: 8.0388 2025-08-06 12:56:20,799 - pyskl - INFO - Epoch [44][6000/7492] lr: 4.020e-02, eta: 5 days, 6:48:03, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5153, loss_cls: 8.0017, loss: 8.0017 2025-08-06 12:57:19,786 - pyskl - INFO - Epoch [44][6100/7492] lr: 4.019e-02, eta: 5 days, 6:47:09, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5178, loss_cls: 8.0574, loss: 8.0574 2025-08-06 12:58:18,015 - pyskl - INFO - Epoch [44][6200/7492] lr: 4.019e-02, eta: 5 days, 6:46:14, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5103, loss_cls: 8.0645, loss: 8.0645 2025-08-06 12:59:16,031 - pyskl - INFO - Epoch [44][6300/7492] lr: 4.018e-02, eta: 5 days, 6:45:18, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5238, loss_cls: 7.9519, loss: 7.9519 2025-08-06 13:00:15,065 - pyskl - INFO - Epoch [44][6400/7492] lr: 4.018e-02, eta: 5 days, 6:44:25, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5128, loss_cls: 8.0183, loss: 8.0183 2025-08-06 13:01:13,008 - pyskl - INFO - Epoch [44][6500/7492] lr: 4.017e-02, eta: 5 days, 6:43:29, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5056, loss_cls: 8.0340, loss: 8.0340 2025-08-06 13:02:09,914 - pyskl - INFO - Epoch [44][6600/7492] lr: 4.016e-02, eta: 5 days, 6:42:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5056, loss_cls: 8.0731, loss: 8.0731 2025-08-06 13:03:08,349 - pyskl - INFO - Epoch [44][6700/7492] lr: 4.016e-02, eta: 5 days, 6:41:36, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5337, loss_cls: 7.9985, loss: 7.9985 2025-08-06 13:04:07,267 - pyskl - INFO - Epoch [44][6800/7492] lr: 4.015e-02, eta: 5 days, 6:40:42, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5225, loss_cls: 8.0213, loss: 8.0213 2025-08-06 13:05:05,545 - pyskl - INFO - Epoch [44][6900/7492] lr: 4.015e-02, eta: 5 days, 6:39:47, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5262, loss_cls: 8.0105, loss: 8.0105 2025-08-06 13:06:03,823 - pyskl - INFO - Epoch [44][7000/7492] lr: 4.014e-02, eta: 5 days, 6:38:52, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5144, loss_cls: 8.0332, loss: 8.0332 2025-08-06 13:07:02,823 - pyskl - INFO - Epoch [44][7100/7492] lr: 4.014e-02, eta: 5 days, 6:37:58, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5194, loss_cls: 8.1149, loss: 8.1149 2025-08-06 13:08:00,646 - pyskl - INFO - Epoch [44][7200/7492] lr: 4.013e-02, eta: 5 days, 6:37:02, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5231, loss_cls: 8.0489, loss: 8.0489 2025-08-06 13:08:58,260 - pyskl - INFO - Epoch [44][7300/7492] lr: 4.013e-02, eta: 5 days, 6:36:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5181, loss_cls: 8.1003, loss: 8.1003 2025-08-06 13:09:57,036 - pyskl - INFO - Epoch [44][7400/7492] lr: 4.012e-02, eta: 5 days, 6:35:11, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5172, loss_cls: 8.0612, loss: 8.0612 2025-08-06 13:10:51,771 - pyskl - INFO - Saving checkpoint at 44 epochs 2025-08-06 13:11:40,321 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 13:11:40,987 - pyskl - INFO - top1_acc 0.2290 top5_acc 0.4696 2025-08-06 13:11:40,987 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 13:11:41,032 - pyskl - INFO - mean_acc 0.2292 2025-08-06 13:11:41,046 - pyskl - INFO - Epoch(val) [44][617] top1_acc: 0.2290, top5_acc: 0.4696, mean_class_accuracy: 0.2292 2025-08-06 13:13:13,424 - pyskl - INFO - Epoch [45][100/7492] lr: 4.011e-02, eta: 5 days, 6:32:38, time: 0.924, data_time: 0.334, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5150, loss_cls: 7.9614, loss: 7.9614 2025-08-06 13:14:11,093 - pyskl - INFO - Epoch [45][200/7492] lr: 4.010e-02, eta: 5 days, 6:31:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5294, loss_cls: 7.9293, loss: 7.9293 2025-08-06 13:15:09,607 - pyskl - INFO - Epoch [45][300/7492] lr: 4.010e-02, eta: 5 days, 6:30:47, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5297, loss_cls: 7.9683, loss: 7.9683 2025-08-06 13:16:07,999 - pyskl - INFO - Epoch [45][400/7492] lr: 4.009e-02, eta: 5 days, 6:29:52, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5091, loss_cls: 7.9798, loss: 7.9798 2025-08-06 13:17:06,229 - pyskl - INFO - Epoch [45][500/7492] lr: 4.009e-02, eta: 5 days, 6:28:56, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2544, top5_acc: 0.5075, loss_cls: 8.0676, loss: 8.0676 2025-08-06 13:18:03,272 - pyskl - INFO - Epoch [45][600/7492] lr: 4.008e-02, eta: 5 days, 6:27:58, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5250, loss_cls: 8.0662, loss: 8.0662 2025-08-06 13:19:01,542 - pyskl - INFO - Epoch [45][700/7492] lr: 4.008e-02, eta: 5 days, 6:27:03, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5106, loss_cls: 7.9777, loss: 7.9777 2025-08-06 13:19:59,500 - pyskl - INFO - Epoch [45][800/7492] lr: 4.007e-02, eta: 5 days, 6:26:07, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5244, loss_cls: 7.9841, loss: 7.9841 2025-08-06 13:20:57,557 - pyskl - INFO - Epoch [45][900/7492] lr: 4.006e-02, eta: 5 days, 6:25:11, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5238, loss_cls: 7.9960, loss: 7.9960 2025-08-06 13:21:54,962 - pyskl - INFO - Epoch [45][1000/7492] lr: 4.006e-02, eta: 5 days, 6:24:14, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5147, loss_cls: 7.9688, loss: 7.9688 2025-08-06 13:22:52,909 - pyskl - INFO - Epoch [45][1100/7492] lr: 4.005e-02, eta: 5 days, 6:23:18, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5294, loss_cls: 7.9388, loss: 7.9388 2025-08-06 13:23:51,128 - pyskl - INFO - Epoch [45][1200/7492] lr: 4.005e-02, eta: 5 days, 6:22:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5134, loss_cls: 8.0067, loss: 8.0067 2025-08-06 13:24:48,885 - pyskl - INFO - Epoch [45][1300/7492] lr: 4.004e-02, eta: 5 days, 6:21:26, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.4941, loss_cls: 8.2023, loss: 8.2023 2025-08-06 13:25:45,661 - pyskl - INFO - Epoch [45][1400/7492] lr: 4.004e-02, eta: 5 days, 6:20:27, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5247, loss_cls: 7.9898, loss: 7.9898 2025-08-06 13:26:44,052 - pyskl - INFO - Epoch [45][1500/7492] lr: 4.003e-02, eta: 5 days, 6:19:32, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5350, loss_cls: 7.9220, loss: 7.9220 2025-08-06 13:27:42,238 - pyskl - INFO - Epoch [45][1600/7492] lr: 4.003e-02, eta: 5 days, 6:18:37, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5056, loss_cls: 7.9881, loss: 7.9881 2025-08-06 13:28:40,762 - pyskl - INFO - Epoch [45][1700/7492] lr: 4.002e-02, eta: 5 days, 6:17:42, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5291, loss_cls: 8.0049, loss: 8.0049 2025-08-06 13:29:39,608 - pyskl - INFO - Epoch [45][1800/7492] lr: 4.001e-02, eta: 5 days, 6:16:49, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5431, loss_cls: 7.9588, loss: 7.9588 2025-08-06 13:30:37,626 - pyskl - INFO - Epoch [45][1900/7492] lr: 4.001e-02, eta: 5 days, 6:15:53, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5178, loss_cls: 7.9149, loss: 7.9149 2025-08-06 13:31:35,831 - pyskl - INFO - Epoch [45][2000/7492] lr: 4.000e-02, eta: 5 days, 6:14:57, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5128, loss_cls: 8.0699, loss: 8.0699 2025-08-06 13:32:32,674 - pyskl - INFO - Epoch [45][2100/7492] lr: 4.000e-02, eta: 5 days, 6:13:59, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.5206, loss_cls: 8.0944, loss: 8.0944 2025-08-06 13:33:29,281 - pyskl - INFO - Epoch [45][2200/7492] lr: 3.999e-02, eta: 5 days, 6:12:59, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5188, loss_cls: 7.9923, loss: 7.9923 2025-08-06 13:34:28,056 - pyskl - INFO - Epoch [45][2300/7492] lr: 3.999e-02, eta: 5 days, 6:12:05, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5234, loss_cls: 8.0419, loss: 8.0419 2025-08-06 13:35:27,228 - pyskl - INFO - Epoch [45][2400/7492] lr: 3.998e-02, eta: 5 days, 6:11:12, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5053, loss_cls: 8.0265, loss: 8.0265 2025-08-06 13:36:23,852 - pyskl - INFO - Epoch [45][2500/7492] lr: 3.998e-02, eta: 5 days, 6:10:13, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5238, loss_cls: 7.9025, loss: 7.9025 2025-08-06 13:37:21,807 - pyskl - INFO - Epoch [45][2600/7492] lr: 3.997e-02, eta: 5 days, 6:09:17, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2831, top5_acc: 0.5306, loss_cls: 7.9928, loss: 7.9928 2025-08-06 13:38:19,744 - pyskl - INFO - Epoch [45][2700/7492] lr: 3.996e-02, eta: 5 days, 6:08:21, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5134, loss_cls: 8.1063, loss: 8.1063 2025-08-06 13:39:18,772 - pyskl - INFO - Epoch [45][2800/7492] lr: 3.996e-02, eta: 5 days, 6:07:28, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5309, loss_cls: 7.9710, loss: 7.9710 2025-08-06 13:40:17,188 - pyskl - INFO - Epoch [45][2900/7492] lr: 3.995e-02, eta: 5 days, 6:06:33, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5288, loss_cls: 7.9586, loss: 7.9586 2025-08-06 13:41:14,384 - pyskl - INFO - Epoch [45][3000/7492] lr: 3.995e-02, eta: 5 days, 6:05:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.4997, loss_cls: 8.0568, loss: 8.0568 2025-08-06 13:42:12,566 - pyskl - INFO - Epoch [45][3100/7492] lr: 3.994e-02, eta: 5 days, 6:04:40, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5141, loss_cls: 8.0614, loss: 8.0614 2025-08-06 13:43:09,889 - pyskl - INFO - Epoch [45][3200/7492] lr: 3.994e-02, eta: 5 days, 6:03:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5312, loss_cls: 7.9483, loss: 7.9483 2025-08-06 13:44:07,546 - pyskl - INFO - Epoch [45][3300/7492] lr: 3.993e-02, eta: 5 days, 6:02:45, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2559, top5_acc: 0.5053, loss_cls: 8.1429, loss: 8.1429 2025-08-06 13:45:06,463 - pyskl - INFO - Epoch [45][3400/7492] lr: 3.993e-02, eta: 5 days, 6:01:52, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5106, loss_cls: 7.9590, loss: 7.9590 2025-08-06 13:46:05,502 - pyskl - INFO - Epoch [45][3500/7492] lr: 3.992e-02, eta: 5 days, 6:00:58, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5056, loss_cls: 8.1350, loss: 8.1350 2025-08-06 13:47:04,160 - pyskl - INFO - Epoch [45][3600/7492] lr: 3.991e-02, eta: 5 days, 6:00:04, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5056, loss_cls: 8.0324, loss: 8.0324 2025-08-06 13:48:02,355 - pyskl - INFO - Epoch [45][3700/7492] lr: 3.991e-02, eta: 5 days, 5:59:08, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5138, loss_cls: 8.0343, loss: 8.0343 2025-08-06 13:49:01,004 - pyskl - INFO - Epoch [45][3800/7492] lr: 3.990e-02, eta: 5 days, 5:58:14, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5291, loss_cls: 7.9288, loss: 7.9288 2025-08-06 13:49:58,582 - pyskl - INFO - Epoch [45][3900/7492] lr: 3.990e-02, eta: 5 days, 5:57:17, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5188, loss_cls: 8.0826, loss: 8.0826 2025-08-06 13:50:56,222 - pyskl - INFO - Epoch [45][4000/7492] lr: 3.989e-02, eta: 5 days, 5:56:20, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5281, loss_cls: 7.9144, loss: 7.9144 2025-08-06 13:51:53,823 - pyskl - INFO - Epoch [45][4100/7492] lr: 3.989e-02, eta: 5 days, 5:55:23, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5150, loss_cls: 8.1014, loss: 8.1014 2025-08-06 13:52:50,926 - pyskl - INFO - Epoch [45][4200/7492] lr: 3.988e-02, eta: 5 days, 5:54:25, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5166, loss_cls: 8.0267, loss: 8.0267 2025-08-06 13:53:47,780 - pyskl - INFO - Epoch [45][4300/7492] lr: 3.987e-02, eta: 5 days, 5:53:27, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5241, loss_cls: 7.8953, loss: 7.8953 2025-08-06 13:54:45,566 - pyskl - INFO - Epoch [45][4400/7492] lr: 3.987e-02, eta: 5 days, 5:52:30, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5272, loss_cls: 8.0204, loss: 8.0204 2025-08-06 13:55:43,401 - pyskl - INFO - Epoch [45][4500/7492] lr: 3.986e-02, eta: 5 days, 5:51:34, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5153, loss_cls: 8.0900, loss: 8.0900 2025-08-06 13:56:41,517 - pyskl - INFO - Epoch [45][4600/7492] lr: 3.986e-02, eta: 5 days, 5:50:38, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5238, loss_cls: 8.0653, loss: 8.0653 2025-08-06 13:57:39,525 - pyskl - INFO - Epoch [45][4700/7492] lr: 3.985e-02, eta: 5 days, 5:49:43, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5162, loss_cls: 8.0577, loss: 8.0577 2025-08-06 13:58:36,668 - pyskl - INFO - Epoch [45][4800/7492] lr: 3.985e-02, eta: 5 days, 5:48:45, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5181, loss_cls: 7.9651, loss: 7.9651 2025-08-06 13:59:33,561 - pyskl - INFO - Epoch [45][4900/7492] lr: 3.984e-02, eta: 5 days, 5:47:46, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5203, loss_cls: 7.9784, loss: 7.9784 2025-08-06 14:00:33,217 - pyskl - INFO - Epoch [45][5000/7492] lr: 3.984e-02, eta: 5 days, 5:46:54, time: 0.597, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5138, loss_cls: 8.0056, loss: 8.0056 2025-08-06 14:01:31,911 - pyskl - INFO - Epoch [45][5100/7492] lr: 3.983e-02, eta: 5 days, 5:46:00, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5178, loss_cls: 8.0094, loss: 8.0094 2025-08-06 14:02:29,392 - pyskl - INFO - Epoch [45][5200/7492] lr: 3.982e-02, eta: 5 days, 5:45:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5344, loss_cls: 7.9080, loss: 7.9080 2025-08-06 14:03:27,306 - pyskl - INFO - Epoch [45][5300/7492] lr: 3.982e-02, eta: 5 days, 5:44:07, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5066, loss_cls: 8.0913, loss: 8.0913 2025-08-06 14:04:23,966 - pyskl - INFO - Epoch [45][5400/7492] lr: 3.981e-02, eta: 5 days, 5:43:07, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2481, top5_acc: 0.5091, loss_cls: 8.0699, loss: 8.0699 2025-08-06 14:05:21,714 - pyskl - INFO - Epoch [45][5500/7492] lr: 3.981e-02, eta: 5 days, 5:42:11, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5216, loss_cls: 8.0058, loss: 8.0058 2025-08-06 14:06:19,347 - pyskl - INFO - Epoch [45][5600/7492] lr: 3.980e-02, eta: 5 days, 5:41:14, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5259, loss_cls: 7.9867, loss: 7.9867 2025-08-06 14:07:17,559 - pyskl - INFO - Epoch [45][5700/7492] lr: 3.980e-02, eta: 5 days, 5:40:19, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5366, loss_cls: 7.9962, loss: 7.9962 2025-08-06 14:08:14,599 - pyskl - INFO - Epoch [45][5800/7492] lr: 3.979e-02, eta: 5 days, 5:39:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5116, loss_cls: 8.1527, loss: 8.1527 2025-08-06 14:09:12,249 - pyskl - INFO - Epoch [45][5900/7492] lr: 3.978e-02, eta: 5 days, 5:38:24, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5203, loss_cls: 8.0215, loss: 8.0215 2025-08-06 14:10:09,800 - pyskl - INFO - Epoch [45][6000/7492] lr: 3.978e-02, eta: 5 days, 5:37:27, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5112, loss_cls: 8.0188, loss: 8.0188 2025-08-06 14:11:07,954 - pyskl - INFO - Epoch [45][6100/7492] lr: 3.977e-02, eta: 5 days, 5:36:31, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5175, loss_cls: 8.0626, loss: 8.0626 2025-08-06 14:12:06,123 - pyskl - INFO - Epoch [45][6200/7492] lr: 3.977e-02, eta: 5 days, 5:35:36, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5316, loss_cls: 7.9829, loss: 7.9829 2025-08-06 14:13:03,796 - pyskl - INFO - Epoch [45][6300/7492] lr: 3.976e-02, eta: 5 days, 5:34:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5269, loss_cls: 8.0197, loss: 8.0197 2025-08-06 14:14:01,165 - pyskl - INFO - Epoch [45][6400/7492] lr: 3.976e-02, eta: 5 days, 5:33:42, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5175, loss_cls: 8.0336, loss: 8.0336 2025-08-06 14:14:59,536 - pyskl - INFO - Epoch [45][6500/7492] lr: 3.975e-02, eta: 5 days, 5:32:47, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5219, loss_cls: 8.0314, loss: 8.0314 2025-08-06 14:15:56,754 - pyskl - INFO - Epoch [45][6600/7492] lr: 3.975e-02, eta: 5 days, 5:31:49, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5134, loss_cls: 8.0205, loss: 8.0205 2025-08-06 14:16:55,225 - pyskl - INFO - Epoch [45][6700/7492] lr: 3.974e-02, eta: 5 days, 5:30:54, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5312, loss_cls: 7.9643, loss: 7.9643 2025-08-06 14:17:53,641 - pyskl - INFO - Epoch [45][6800/7492] lr: 3.973e-02, eta: 5 days, 5:29:59, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.4981, loss_cls: 8.1170, loss: 8.1170 2025-08-06 14:18:51,387 - pyskl - INFO - Epoch [45][6900/7492] lr: 3.973e-02, eta: 5 days, 5:29:02, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5181, loss_cls: 8.0397, loss: 8.0397 2025-08-06 14:19:49,388 - pyskl - INFO - Epoch [45][7000/7492] lr: 3.972e-02, eta: 5 days, 5:28:06, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5159, loss_cls: 8.0376, loss: 8.0376 2025-08-06 14:20:47,809 - pyskl - INFO - Epoch [45][7100/7492] lr: 3.972e-02, eta: 5 days, 5:27:12, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5138, loss_cls: 8.1001, loss: 8.1001 2025-08-06 14:21:45,613 - pyskl - INFO - Epoch [45][7200/7492] lr: 3.971e-02, eta: 5 days, 5:26:15, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5181, loss_cls: 8.0857, loss: 8.0857 2025-08-06 14:22:42,498 - pyskl - INFO - Epoch [45][7300/7492] lr: 3.971e-02, eta: 5 days, 5:25:17, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5272, loss_cls: 8.0429, loss: 8.0429 2025-08-06 14:23:40,715 - pyskl - INFO - Epoch [45][7400/7492] lr: 3.970e-02, eta: 5 days, 5:24:21, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5100, loss_cls: 8.1289, loss: 8.1289 2025-08-06 14:24:35,707 - pyskl - INFO - Saving checkpoint at 45 epochs 2025-08-06 14:25:24,567 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 14:25:25,245 - pyskl - INFO - top1_acc 0.2305 top5_acc 0.4653 2025-08-06 14:25:25,245 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 14:25:25,297 - pyskl - INFO - mean_acc 0.2302 2025-08-06 14:25:25,312 - pyskl - INFO - Epoch(val) [45][617] top1_acc: 0.2305, top5_acc: 0.4653, mean_class_accuracy: 0.2302 2025-08-06 14:26:57,331 - pyskl - INFO - Epoch [46][100/7492] lr: 3.969e-02, eta: 5 days, 5:21:49, time: 0.920, data_time: 0.332, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5225, loss_cls: 8.0279, loss: 8.0279 2025-08-06 14:27:55,782 - pyskl - INFO - Epoch [46][200/7492] lr: 3.968e-02, eta: 5 days, 5:20:54, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5350, loss_cls: 7.8770, loss: 7.8770 2025-08-06 14:28:53,724 - pyskl - INFO - Epoch [46][300/7492] lr: 3.968e-02, eta: 5 days, 5:19:58, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5262, loss_cls: 8.0100, loss: 8.0100 2025-08-06 14:29:50,956 - pyskl - INFO - Epoch [46][400/7492] lr: 3.967e-02, eta: 5 days, 5:19:00, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5231, loss_cls: 8.0813, loss: 8.0813 2025-08-06 14:30:48,474 - pyskl - INFO - Epoch [46][500/7492] lr: 3.967e-02, eta: 5 days, 5:18:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5372, loss_cls: 7.8897, loss: 7.8897 2025-08-06 14:31:45,806 - pyskl - INFO - Epoch [46][600/7492] lr: 3.966e-02, eta: 5 days, 5:17:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5272, loss_cls: 7.9938, loss: 7.9938 2025-08-06 14:32:44,026 - pyskl - INFO - Epoch [46][700/7492] lr: 3.966e-02, eta: 5 days, 5:16:10, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5081, loss_cls: 8.0744, loss: 8.0744 2025-08-06 14:33:41,341 - pyskl - INFO - Epoch [46][800/7492] lr: 3.965e-02, eta: 5 days, 5:15:12, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 7.9582, loss: 7.9582 2025-08-06 14:34:40,235 - pyskl - INFO - Epoch [46][900/7492] lr: 3.964e-02, eta: 5 days, 5:14:19, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5381, loss_cls: 7.9200, loss: 7.9200 2025-08-06 14:35:38,473 - pyskl - INFO - Epoch [46][1000/7492] lr: 3.964e-02, eta: 5 days, 5:13:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5375, loss_cls: 7.9258, loss: 7.9258 2025-08-06 14:36:36,224 - pyskl - INFO - Epoch [46][1100/7492] lr: 3.963e-02, eta: 5 days, 5:12:27, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5188, loss_cls: 8.0187, loss: 8.0187 2025-08-06 14:37:33,359 - pyskl - INFO - Epoch [46][1200/7492] lr: 3.963e-02, eta: 5 days, 5:11:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5316, loss_cls: 7.9724, loss: 7.9724 2025-08-06 14:38:31,920 - pyskl - INFO - Epoch [46][1300/7492] lr: 3.962e-02, eta: 5 days, 5:10:34, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5191, loss_cls: 8.0191, loss: 8.0191 2025-08-06 14:39:28,869 - pyskl - INFO - Epoch [46][1400/7492] lr: 3.962e-02, eta: 5 days, 5:09:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5225, loss_cls: 7.9842, loss: 7.9842 2025-08-06 14:40:26,636 - pyskl - INFO - Epoch [46][1500/7492] lr: 3.961e-02, eta: 5 days, 5:08:39, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5291, loss_cls: 8.0737, loss: 8.0737 2025-08-06 14:41:24,583 - pyskl - INFO - Epoch [46][1600/7492] lr: 3.960e-02, eta: 5 days, 5:07:43, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5200, loss_cls: 7.8909, loss: 7.8909 2025-08-06 14:42:23,637 - pyskl - INFO - Epoch [46][1700/7492] lr: 3.960e-02, eta: 5 days, 5:06:50, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5291, loss_cls: 7.9323, loss: 7.9323 2025-08-06 14:43:21,962 - pyskl - INFO - Epoch [46][1800/7492] lr: 3.959e-02, eta: 5 days, 5:05:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5297, loss_cls: 7.9391, loss: 7.9391 2025-08-06 14:44:20,911 - pyskl - INFO - Epoch [46][1900/7492] lr: 3.959e-02, eta: 5 days, 5:05:01, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5156, loss_cls: 7.9739, loss: 7.9739 2025-08-06 14:45:19,268 - pyskl - INFO - Epoch [46][2000/7492] lr: 3.958e-02, eta: 5 days, 5:04:06, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5109, loss_cls: 7.9606, loss: 7.9606 2025-08-06 14:46:17,389 - pyskl - INFO - Epoch [46][2100/7492] lr: 3.958e-02, eta: 5 days, 5:03:10, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5297, loss_cls: 8.0117, loss: 8.0117 2025-08-06 14:47:15,286 - pyskl - INFO - Epoch [46][2200/7492] lr: 3.957e-02, eta: 5 days, 5:02:14, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5363, loss_cls: 8.0109, loss: 8.0109 2025-08-06 14:48:13,371 - pyskl - INFO - Epoch [46][2300/7492] lr: 3.956e-02, eta: 5 days, 5:01:18, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5266, loss_cls: 7.9885, loss: 7.9885 2025-08-06 14:49:11,313 - pyskl - INFO - Epoch [46][2400/7492] lr: 3.956e-02, eta: 5 days, 5:00:22, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5231, loss_cls: 8.0288, loss: 8.0288 2025-08-06 14:50:10,202 - pyskl - INFO - Epoch [46][2500/7492] lr: 3.955e-02, eta: 5 days, 4:59:28, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5281, loss_cls: 7.9803, loss: 7.9803 2025-08-06 14:51:08,514 - pyskl - INFO - Epoch [46][2600/7492] lr: 3.955e-02, eta: 5 days, 4:58:33, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5447, loss_cls: 7.9160, loss: 7.9160 2025-08-06 14:52:07,207 - pyskl - INFO - Epoch [46][2700/7492] lr: 3.954e-02, eta: 5 days, 4:57:38, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2603, top5_acc: 0.5212, loss_cls: 7.9931, loss: 7.9931 2025-08-06 14:53:05,038 - pyskl - INFO - Epoch [46][2800/7492] lr: 3.954e-02, eta: 5 days, 4:56:42, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.5066, loss_cls: 8.1199, loss: 8.1199 2025-08-06 14:54:02,451 - pyskl - INFO - Epoch [46][2900/7492] lr: 3.953e-02, eta: 5 days, 4:55:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5250, loss_cls: 8.0038, loss: 8.0038 2025-08-06 14:54:59,416 - pyskl - INFO - Epoch [46][3000/7492] lr: 3.952e-02, eta: 5 days, 4:54:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5153, loss_cls: 8.0746, loss: 8.0746 2025-08-06 14:55:56,290 - pyskl - INFO - Epoch [46][3100/7492] lr: 3.952e-02, eta: 5 days, 4:53:48, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5250, loss_cls: 7.9576, loss: 7.9576 2025-08-06 14:56:53,308 - pyskl - INFO - Epoch [46][3200/7492] lr: 3.951e-02, eta: 5 days, 4:52:50, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5062, loss_cls: 8.0820, loss: 8.0820 2025-08-06 14:57:50,087 - pyskl - INFO - Epoch [46][3300/7492] lr: 3.951e-02, eta: 5 days, 4:51:51, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5194, loss_cls: 7.9694, loss: 7.9694 2025-08-06 14:58:46,961 - pyskl - INFO - Epoch [46][3400/7492] lr: 3.950e-02, eta: 5 days, 4:50:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5209, loss_cls: 8.0384, loss: 8.0384 2025-08-06 14:59:44,137 - pyskl - INFO - Epoch [46][3500/7492] lr: 3.950e-02, eta: 5 days, 4:49:54, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5203, loss_cls: 8.0479, loss: 8.0479 2025-08-06 15:00:42,233 - pyskl - INFO - Epoch [46][3600/7492] lr: 3.949e-02, eta: 5 days, 4:48:59, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5103, loss_cls: 8.0780, loss: 8.0780 2025-08-06 15:01:39,443 - pyskl - INFO - Epoch [46][3700/7492] lr: 3.948e-02, eta: 5 days, 4:48:01, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5138, loss_cls: 8.0776, loss: 8.0776 2025-08-06 15:02:38,059 - pyskl - INFO - Epoch [46][3800/7492] lr: 3.948e-02, eta: 5 days, 4:47:06, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5131, loss_cls: 8.0222, loss: 8.0222 2025-08-06 15:03:35,897 - pyskl - INFO - Epoch [46][3900/7492] lr: 3.947e-02, eta: 5 days, 4:46:10, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5194, loss_cls: 7.9717, loss: 7.9717 2025-08-06 15:04:32,903 - pyskl - INFO - Epoch [46][4000/7492] lr: 3.947e-02, eta: 5 days, 4:45:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 8.0015, loss: 8.0015 2025-08-06 15:05:29,952 - pyskl - INFO - Epoch [46][4100/7492] lr: 3.946e-02, eta: 5 days, 4:44:14, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5200, loss_cls: 7.9894, loss: 7.9894 2025-08-06 15:06:26,705 - pyskl - INFO - Epoch [46][4200/7492] lr: 3.946e-02, eta: 5 days, 4:43:15, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5131, loss_cls: 8.0817, loss: 8.0817 2025-08-06 15:07:23,836 - pyskl - INFO - Epoch [46][4300/7492] lr: 3.945e-02, eta: 5 days, 4:42:17, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5091, loss_cls: 8.1342, loss: 8.1342 2025-08-06 15:08:20,957 - pyskl - INFO - Epoch [46][4400/7492] lr: 3.944e-02, eta: 5 days, 4:41:19, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5125, loss_cls: 8.0397, loss: 8.0397 2025-08-06 15:09:17,871 - pyskl - INFO - Epoch [46][4500/7492] lr: 3.944e-02, eta: 5 days, 4:40:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5150, loss_cls: 8.1050, loss: 8.1050 2025-08-06 15:10:15,799 - pyskl - INFO - Epoch [46][4600/7492] lr: 3.943e-02, eta: 5 days, 4:39:24, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5238, loss_cls: 8.0346, loss: 8.0346 2025-08-06 15:11:14,315 - pyskl - INFO - Epoch [46][4700/7492] lr: 3.943e-02, eta: 5 days, 4:38:29, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5081, loss_cls: 8.0870, loss: 8.0870 2025-08-06 15:12:13,095 - pyskl - INFO - Epoch [46][4800/7492] lr: 3.942e-02, eta: 5 days, 4:37:35, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5253, loss_cls: 8.0509, loss: 8.0509 2025-08-06 15:13:11,915 - pyskl - INFO - Epoch [46][4900/7492] lr: 3.942e-02, eta: 5 days, 4:36:41, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2531, top5_acc: 0.5128, loss_cls: 8.0565, loss: 8.0565 2025-08-06 15:14:10,691 - pyskl - INFO - Epoch [46][5000/7492] lr: 3.941e-02, eta: 5 days, 4:35:47, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5197, loss_cls: 7.9813, loss: 7.9813 2025-08-06 15:15:09,514 - pyskl - INFO - Epoch [46][5100/7492] lr: 3.940e-02, eta: 5 days, 4:34:53, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5122, loss_cls: 8.0562, loss: 8.0562 2025-08-06 15:16:08,446 - pyskl - INFO - Epoch [46][5200/7492] lr: 3.940e-02, eta: 5 days, 4:33:59, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5194, loss_cls: 7.9521, loss: 7.9521 2025-08-06 15:17:07,285 - pyskl - INFO - Epoch [46][5300/7492] lr: 3.939e-02, eta: 5 days, 4:33:05, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5419, loss_cls: 7.9455, loss: 7.9455 2025-08-06 15:18:06,017 - pyskl - INFO - Epoch [46][5400/7492] lr: 3.939e-02, eta: 5 days, 4:32:11, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5153, loss_cls: 8.1288, loss: 8.1288 2025-08-06 15:19:04,856 - pyskl - INFO - Epoch [46][5500/7492] lr: 3.938e-02, eta: 5 days, 4:31:17, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5156, loss_cls: 8.1145, loss: 8.1145 2025-08-06 15:20:02,715 - pyskl - INFO - Epoch [46][5600/7492] lr: 3.938e-02, eta: 5 days, 4:30:20, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2562, top5_acc: 0.5091, loss_cls: 8.1379, loss: 8.1379 2025-08-06 15:20:59,590 - pyskl - INFO - Epoch [46][5700/7492] lr: 3.937e-02, eta: 5 days, 4:29:22, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5281, loss_cls: 7.9525, loss: 7.9525 2025-08-06 15:21:57,265 - pyskl - INFO - Epoch [46][5800/7492] lr: 3.936e-02, eta: 5 days, 4:28:25, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5344, loss_cls: 7.9140, loss: 7.9140 2025-08-06 15:22:56,342 - pyskl - INFO - Epoch [46][5900/7492] lr: 3.936e-02, eta: 5 days, 4:27:31, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5206, loss_cls: 8.0335, loss: 8.0335 2025-08-06 15:23:54,230 - pyskl - INFO - Epoch [46][6000/7492] lr: 3.935e-02, eta: 5 days, 4:26:35, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5259, loss_cls: 8.0436, loss: 8.0436 2025-08-06 15:24:53,097 - pyskl - INFO - Epoch [46][6100/7492] lr: 3.935e-02, eta: 5 days, 4:25:41, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5125, loss_cls: 7.9017, loss: 7.9017 2025-08-06 15:25:51,316 - pyskl - INFO - Epoch [46][6200/7492] lr: 3.934e-02, eta: 5 days, 4:24:46, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5312, loss_cls: 7.9075, loss: 7.9075 2025-08-06 15:26:49,340 - pyskl - INFO - Epoch [46][6300/7492] lr: 3.934e-02, eta: 5 days, 4:23:50, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5188, loss_cls: 7.9380, loss: 7.9380 2025-08-06 15:27:46,466 - pyskl - INFO - Epoch [46][6400/7492] lr: 3.933e-02, eta: 5 days, 4:22:52, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5156, loss_cls: 8.0517, loss: 8.0517 2025-08-06 15:28:43,706 - pyskl - INFO - Epoch [46][6500/7492] lr: 3.932e-02, eta: 5 days, 4:21:54, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5306, loss_cls: 7.9677, loss: 7.9677 2025-08-06 15:29:40,606 - pyskl - INFO - Epoch [46][6600/7492] lr: 3.932e-02, eta: 5 days, 4:20:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5322, loss_cls: 7.9644, loss: 7.9644 2025-08-06 15:30:38,373 - pyskl - INFO - Epoch [46][6700/7492] lr: 3.931e-02, eta: 5 days, 4:19:59, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5141, loss_cls: 8.0634, loss: 8.0634 2025-08-06 15:31:35,828 - pyskl - INFO - Epoch [46][6800/7492] lr: 3.931e-02, eta: 5 days, 4:19:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5225, loss_cls: 8.0168, loss: 8.0168 2025-08-06 15:32:32,613 - pyskl - INFO - Epoch [46][6900/7492] lr: 3.930e-02, eta: 5 days, 4:18:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5072, loss_cls: 8.1447, loss: 8.1447 2025-08-06 15:33:30,975 - pyskl - INFO - Epoch [46][7000/7492] lr: 3.930e-02, eta: 5 days, 4:17:08, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5247, loss_cls: 8.0993, loss: 8.0993 2025-08-06 15:34:29,162 - pyskl - INFO - Epoch [46][7100/7492] lr: 3.929e-02, eta: 5 days, 4:16:12, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5141, loss_cls: 7.9919, loss: 7.9919 2025-08-06 15:35:27,959 - pyskl - INFO - Epoch [46][7200/7492] lr: 3.928e-02, eta: 5 days, 4:15:18, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5128, loss_cls: 8.0363, loss: 8.0363 2025-08-06 15:36:26,340 - pyskl - INFO - Epoch [46][7300/7492] lr: 3.928e-02, eta: 5 days, 4:14:23, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5181, loss_cls: 7.9850, loss: 7.9850 2025-08-06 15:37:24,734 - pyskl - INFO - Epoch [46][7400/7492] lr: 3.927e-02, eta: 5 days, 4:13:28, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5312, loss_cls: 7.9370, loss: 7.9370 2025-08-06 15:38:20,303 - pyskl - INFO - Saving checkpoint at 46 epochs 2025-08-06 15:39:09,026 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 15:39:09,711 - pyskl - INFO - top1_acc 0.2423 top5_acc 0.4764 2025-08-06 15:39:09,712 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 15:39:09,767 - pyskl - INFO - mean_acc 0.2420 2025-08-06 15:39:09,829 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_43.pth was removed 2025-08-06 15:39:11,308 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_46.pth. 2025-08-06 15:39:11,310 - pyskl - INFO - Best top1_acc is 0.2423 at 46 epoch. 2025-08-06 15:39:11,326 - pyskl - INFO - Epoch(val) [46][617] top1_acc: 0.2423, top5_acc: 0.4764, mean_class_accuracy: 0.2420 2025-08-06 15:40:41,972 - pyskl - INFO - Epoch [47][100/7492] lr: 3.926e-02, eta: 5 days, 4:10:53, time: 0.906, data_time: 0.334, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5234, loss_cls: 8.0275, loss: 8.0275 2025-08-06 15:41:39,954 - pyskl - INFO - Epoch [47][200/7492] lr: 3.926e-02, eta: 5 days, 4:09:57, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5478, loss_cls: 7.8403, loss: 7.8403 2025-08-06 15:42:37,065 - pyskl - INFO - Epoch [47][300/7492] lr: 3.925e-02, eta: 5 days, 4:08:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5347, loss_cls: 7.8667, loss: 7.8667 2025-08-06 15:43:35,100 - pyskl - INFO - Epoch [47][400/7492] lr: 3.924e-02, eta: 5 days, 4:08:03, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5144, loss_cls: 8.0686, loss: 8.0686 2025-08-06 15:44:33,669 - pyskl - INFO - Epoch [47][500/7492] lr: 3.924e-02, eta: 5 days, 4:07:09, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5172, loss_cls: 8.1139, loss: 8.1139 2025-08-06 15:45:31,574 - pyskl - INFO - Epoch [47][600/7492] lr: 3.923e-02, eta: 5 days, 4:06:13, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5150, loss_cls: 7.9282, loss: 7.9282 2025-08-06 15:46:30,428 - pyskl - INFO - Epoch [47][700/7492] lr: 3.923e-02, eta: 5 days, 4:05:18, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5312, loss_cls: 7.8925, loss: 7.8925 2025-08-06 15:47:29,394 - pyskl - INFO - Epoch [47][800/7492] lr: 3.922e-02, eta: 5 days, 4:04:25, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5241, loss_cls: 8.0963, loss: 8.0963 2025-08-06 15:48:28,949 - pyskl - INFO - Epoch [47][900/7492] lr: 3.922e-02, eta: 5 days, 4:03:32, time: 0.596, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5112, loss_cls: 8.0555, loss: 8.0555 2025-08-06 15:49:28,333 - pyskl - INFO - Epoch [47][1000/7492] lr: 3.921e-02, eta: 5 days, 4:02:39, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5234, loss_cls: 8.0037, loss: 8.0037 2025-08-06 15:50:27,298 - pyskl - INFO - Epoch [47][1100/7492] lr: 3.920e-02, eta: 5 days, 4:01:45, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5437, loss_cls: 7.8593, loss: 7.8593 2025-08-06 15:51:24,491 - pyskl - INFO - Epoch [47][1200/7492] lr: 3.920e-02, eta: 5 days, 4:00:48, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5422, loss_cls: 7.8446, loss: 7.8446 2025-08-06 15:52:21,833 - pyskl - INFO - Epoch [47][1300/7492] lr: 3.919e-02, eta: 5 days, 3:59:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5256, loss_cls: 7.9447, loss: 7.9447 2025-08-06 15:53:19,220 - pyskl - INFO - Epoch [47][1400/7492] lr: 3.919e-02, eta: 5 days, 3:58:53, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5234, loss_cls: 7.9558, loss: 7.9558 2025-08-06 15:54:17,320 - pyskl - INFO - Epoch [47][1500/7492] lr: 3.918e-02, eta: 5 days, 3:57:57, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5203, loss_cls: 8.0613, loss: 8.0613 2025-08-06 15:55:15,546 - pyskl - INFO - Epoch [47][1600/7492] lr: 3.918e-02, eta: 5 days, 3:57:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5359, loss_cls: 7.8370, loss: 7.8370 2025-08-06 15:56:13,295 - pyskl - INFO - Epoch [47][1700/7492] lr: 3.917e-02, eta: 5 days, 3:56:05, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5178, loss_cls: 8.0291, loss: 8.0291 2025-08-06 15:57:11,775 - pyskl - INFO - Epoch [47][1800/7492] lr: 3.916e-02, eta: 5 days, 3:55:10, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5138, loss_cls: 8.0188, loss: 8.0188 2025-08-06 15:58:08,631 - pyskl - INFO - Epoch [47][1900/7492] lr: 3.916e-02, eta: 5 days, 3:54:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5306, loss_cls: 8.0215, loss: 8.0215 2025-08-06 15:59:05,960 - pyskl - INFO - Epoch [47][2000/7492] lr: 3.915e-02, eta: 5 days, 3:53:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5225, loss_cls: 8.0252, loss: 8.0252 2025-08-06 16:00:04,956 - pyskl - INFO - Epoch [47][2100/7492] lr: 3.915e-02, eta: 5 days, 3:52:20, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5256, loss_cls: 7.9505, loss: 7.9505 2025-08-06 16:01:03,059 - pyskl - INFO - Epoch [47][2200/7492] lr: 3.914e-02, eta: 5 days, 3:51:24, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5116, loss_cls: 8.0495, loss: 8.0495 2025-08-06 16:02:01,178 - pyskl - INFO - Epoch [47][2300/7492] lr: 3.914e-02, eta: 5 days, 3:50:28, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5172, loss_cls: 8.1193, loss: 8.1193 2025-08-06 16:02:59,574 - pyskl - INFO - Epoch [47][2400/7492] lr: 3.913e-02, eta: 5 days, 3:49:33, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5259, loss_cls: 7.9604, loss: 7.9604 2025-08-06 16:03:57,770 - pyskl - INFO - Epoch [47][2500/7492] lr: 3.912e-02, eta: 5 days, 3:48:38, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5191, loss_cls: 8.0470, loss: 8.0470 2025-08-06 16:04:55,475 - pyskl - INFO - Epoch [47][2600/7492] lr: 3.912e-02, eta: 5 days, 3:47:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5166, loss_cls: 8.0391, loss: 8.0391 2025-08-06 16:05:54,100 - pyskl - INFO - Epoch [47][2700/7492] lr: 3.911e-02, eta: 5 days, 3:46:46, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5363, loss_cls: 7.9159, loss: 7.9159 2025-08-06 16:06:52,804 - pyskl - INFO - Epoch [47][2800/7492] lr: 3.911e-02, eta: 5 days, 3:45:52, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5203, loss_cls: 7.9604, loss: 7.9604 2025-08-06 16:07:51,251 - pyskl - INFO - Epoch [47][2900/7492] lr: 3.910e-02, eta: 5 days, 3:44:57, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5241, loss_cls: 8.0359, loss: 8.0359 2025-08-06 16:08:49,092 - pyskl - INFO - Epoch [47][3000/7492] lr: 3.910e-02, eta: 5 days, 3:44:01, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5288, loss_cls: 8.0039, loss: 8.0039 2025-08-06 16:09:46,666 - pyskl - INFO - Epoch [47][3100/7492] lr: 3.909e-02, eta: 5 days, 3:43:04, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5200, loss_cls: 7.9867, loss: 7.9867 2025-08-06 16:10:44,599 - pyskl - INFO - Epoch [47][3200/7492] lr: 3.908e-02, eta: 5 days, 3:42:07, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5272, loss_cls: 7.9864, loss: 7.9864 2025-08-06 16:11:43,140 - pyskl - INFO - Epoch [47][3300/7492] lr: 3.908e-02, eta: 5 days, 3:41:13, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5247, loss_cls: 7.9858, loss: 7.9858 2025-08-06 16:12:41,858 - pyskl - INFO - Epoch [47][3400/7492] lr: 3.907e-02, eta: 5 days, 3:40:18, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5272, loss_cls: 7.9537, loss: 7.9537 2025-08-06 16:13:39,587 - pyskl - INFO - Epoch [47][3500/7492] lr: 3.907e-02, eta: 5 days, 3:39:22, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5238, loss_cls: 7.9803, loss: 7.9803 2025-08-06 16:14:38,074 - pyskl - INFO - Epoch [47][3600/7492] lr: 3.906e-02, eta: 5 days, 3:38:27, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5297, loss_cls: 7.9177, loss: 7.9177 2025-08-06 16:15:35,239 - pyskl - INFO - Epoch [47][3700/7492] lr: 3.905e-02, eta: 5 days, 3:37:29, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5153, loss_cls: 8.0260, loss: 8.0260 2025-08-06 16:16:34,225 - pyskl - INFO - Epoch [47][3800/7492] lr: 3.905e-02, eta: 5 days, 3:36:35, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5494, loss_cls: 7.8552, loss: 7.8552 2025-08-06 16:17:32,176 - pyskl - INFO - Epoch [47][3900/7492] lr: 3.904e-02, eta: 5 days, 3:35:39, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5122, loss_cls: 8.0273, loss: 8.0273 2025-08-06 16:18:30,168 - pyskl - INFO - Epoch [47][4000/7492] lr: 3.904e-02, eta: 5 days, 3:34:43, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5184, loss_cls: 7.9628, loss: 7.9628 2025-08-06 16:19:27,322 - pyskl - INFO - Epoch [47][4100/7492] lr: 3.903e-02, eta: 5 days, 3:33:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5284, loss_cls: 8.0208, loss: 8.0208 2025-08-06 16:20:23,987 - pyskl - INFO - Epoch [47][4200/7492] lr: 3.903e-02, eta: 5 days, 3:32:46, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5363, loss_cls: 8.0365, loss: 8.0365 2025-08-06 16:21:22,169 - pyskl - INFO - Epoch [47][4300/7492] lr: 3.902e-02, eta: 5 days, 3:31:50, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5178, loss_cls: 8.0803, loss: 8.0803 2025-08-06 16:22:21,159 - pyskl - INFO - Epoch [47][4400/7492] lr: 3.901e-02, eta: 5 days, 3:30:56, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5069, loss_cls: 8.0787, loss: 8.0787 2025-08-06 16:23:19,351 - pyskl - INFO - Epoch [47][4500/7492] lr: 3.901e-02, eta: 5 days, 3:30:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5284, loss_cls: 7.9505, loss: 7.9505 2025-08-06 16:24:18,378 - pyskl - INFO - Epoch [47][4600/7492] lr: 3.900e-02, eta: 5 days, 3:29:07, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5203, loss_cls: 7.9353, loss: 7.9353 2025-08-06 16:25:16,158 - pyskl - INFO - Epoch [47][4700/7492] lr: 3.900e-02, eta: 5 days, 3:28:10, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5406, loss_cls: 7.9423, loss: 7.9423 2025-08-06 16:26:15,210 - pyskl - INFO - Epoch [47][4800/7492] lr: 3.899e-02, eta: 5 days, 3:27:17, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5269, loss_cls: 7.9552, loss: 7.9552 2025-08-06 16:27:13,886 - pyskl - INFO - Epoch [47][4900/7492] lr: 3.899e-02, eta: 5 days, 3:26:22, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5066, loss_cls: 8.0484, loss: 8.0484 2025-08-06 16:28:11,725 - pyskl - INFO - Epoch [47][5000/7492] lr: 3.898e-02, eta: 5 days, 3:25:26, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5288, loss_cls: 8.0511, loss: 8.0511 2025-08-06 16:29:10,589 - pyskl - INFO - Epoch [47][5100/7492] lr: 3.897e-02, eta: 5 days, 3:24:31, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5219, loss_cls: 8.0124, loss: 8.0124 2025-08-06 16:30:08,679 - pyskl - INFO - Epoch [47][5200/7492] lr: 3.897e-02, eta: 5 days, 3:23:36, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5128, loss_cls: 8.0746, loss: 8.0746 2025-08-06 16:31:06,718 - pyskl - INFO - Epoch [47][5300/7492] lr: 3.896e-02, eta: 5 days, 3:22:40, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5125, loss_cls: 8.0610, loss: 8.0610 2025-08-06 16:32:05,204 - pyskl - INFO - Epoch [47][5400/7492] lr: 3.896e-02, eta: 5 days, 3:21:45, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5250, loss_cls: 8.0223, loss: 8.0223 2025-08-06 16:33:03,527 - pyskl - INFO - Epoch [47][5500/7492] lr: 3.895e-02, eta: 5 days, 3:20:49, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5084, loss_cls: 8.0718, loss: 8.0718 2025-08-06 16:34:01,205 - pyskl - INFO - Epoch [47][5600/7492] lr: 3.894e-02, eta: 5 days, 3:19:53, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.4981, loss_cls: 8.2294, loss: 8.2294 2025-08-06 16:34:58,760 - pyskl - INFO - Epoch [47][5700/7492] lr: 3.894e-02, eta: 5 days, 3:18:55, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5134, loss_cls: 8.1000, loss: 8.1000 2025-08-06 16:35:56,806 - pyskl - INFO - Epoch [47][5800/7492] lr: 3.893e-02, eta: 5 days, 3:18:00, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5234, loss_cls: 7.9988, loss: 7.9988 2025-08-06 16:36:53,780 - pyskl - INFO - Epoch [47][5900/7492] lr: 3.893e-02, eta: 5 days, 3:17:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.5047, loss_cls: 8.0199, loss: 8.0199 2025-08-06 16:37:52,018 - pyskl - INFO - Epoch [47][6000/7492] lr: 3.892e-02, eta: 5 days, 3:16:06, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5194, loss_cls: 8.0155, loss: 8.0155 2025-08-06 16:38:49,357 - pyskl - INFO - Epoch [47][6100/7492] lr: 3.892e-02, eta: 5 days, 3:15:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2569, top5_acc: 0.5097, loss_cls: 8.0333, loss: 8.0333 2025-08-06 16:39:46,477 - pyskl - INFO - Epoch [47][6200/7492] lr: 3.891e-02, eta: 5 days, 3:14:10, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5259, loss_cls: 7.9891, loss: 7.9891 2025-08-06 16:40:44,450 - pyskl - INFO - Epoch [47][6300/7492] lr: 3.890e-02, eta: 5 days, 3:13:14, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5269, loss_cls: 8.0560, loss: 8.0560 2025-08-06 16:41:42,851 - pyskl - INFO - Epoch [47][6400/7492] lr: 3.890e-02, eta: 5 days, 3:12:19, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5228, loss_cls: 7.9715, loss: 7.9715 2025-08-06 16:42:40,555 - pyskl - INFO - Epoch [47][6500/7492] lr: 3.889e-02, eta: 5 days, 3:11:22, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2591, top5_acc: 0.4963, loss_cls: 8.0894, loss: 8.0894 2025-08-06 16:43:38,110 - pyskl - INFO - Epoch [47][6600/7492] lr: 3.889e-02, eta: 5 days, 3:10:25, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5275, loss_cls: 7.9643, loss: 7.9643 2025-08-06 16:44:35,667 - pyskl - INFO - Epoch [47][6700/7492] lr: 3.888e-02, eta: 5 days, 3:09:28, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5297, loss_cls: 7.9158, loss: 7.9158 2025-08-06 16:45:33,446 - pyskl - INFO - Epoch [47][6800/7492] lr: 3.888e-02, eta: 5 days, 3:08:31, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5225, loss_cls: 7.9926, loss: 7.9926 2025-08-06 16:46:31,491 - pyskl - INFO - Epoch [47][6900/7492] lr: 3.887e-02, eta: 5 days, 3:07:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5334, loss_cls: 7.8330, loss: 7.8330 2025-08-06 16:47:28,142 - pyskl - INFO - Epoch [47][7000/7492] lr: 3.886e-02, eta: 5 days, 3:06:36, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5228, loss_cls: 7.9733, loss: 7.9733 2025-08-06 16:48:26,028 - pyskl - INFO - Epoch [47][7100/7492] lr: 3.886e-02, eta: 5 days, 3:05:40, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5281, loss_cls: 7.9537, loss: 7.9537 2025-08-06 16:49:25,215 - pyskl - INFO - Epoch [47][7200/7492] lr: 3.885e-02, eta: 5 days, 3:04:47, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5272, loss_cls: 7.9930, loss: 7.9930 2025-08-06 16:50:24,405 - pyskl - INFO - Epoch [47][7300/7492] lr: 3.885e-02, eta: 5 days, 3:03:53, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5197, loss_cls: 7.9539, loss: 7.9539 2025-08-06 16:51:22,268 - pyskl - INFO - Epoch [47][7400/7492] lr: 3.884e-02, eta: 5 days, 3:02:57, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5147, loss_cls: 8.0015, loss: 8.0015 2025-08-06 16:52:16,928 - pyskl - INFO - Saving checkpoint at 47 epochs 2025-08-06 16:53:08,881 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 16:53:09,554 - pyskl - INFO - top1_acc 0.2392 top5_acc 0.4797 2025-08-06 16:53:09,554 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 16:53:09,602 - pyskl - INFO - mean_acc 0.2390 2025-08-06 16:53:09,617 - pyskl - INFO - Epoch(val) [47][617] top1_acc: 0.2392, top5_acc: 0.4797, mean_class_accuracy: 0.2390 2025-08-06 16:54:40,561 - pyskl - INFO - Epoch [48][100/7492] lr: 3.883e-02, eta: 5 days, 3:00:24, time: 0.909, data_time: 0.339, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5347, loss_cls: 7.9289, loss: 7.9289 2025-08-06 16:55:38,260 - pyskl - INFO - Epoch [48][200/7492] lr: 3.882e-02, eta: 5 days, 2:59:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5331, loss_cls: 7.9081, loss: 7.9081 2025-08-06 16:56:35,760 - pyskl - INFO - Epoch [48][300/7492] lr: 3.882e-02, eta: 5 days, 2:58:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5194, loss_cls: 8.0243, loss: 8.0243 2025-08-06 16:57:33,524 - pyskl - INFO - Epoch [48][400/7492] lr: 3.881e-02, eta: 5 days, 2:57:34, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5172, loss_cls: 7.9749, loss: 7.9749 2025-08-06 16:58:30,664 - pyskl - INFO - Epoch [48][500/7492] lr: 3.881e-02, eta: 5 days, 2:56:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5322, loss_cls: 7.8293, loss: 7.8293 2025-08-06 16:59:28,117 - pyskl - INFO - Epoch [48][600/7492] lr: 3.880e-02, eta: 5 days, 2:55:39, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5284, loss_cls: 7.9211, loss: 7.9211 2025-08-06 17:00:25,581 - pyskl - INFO - Epoch [48][700/7492] lr: 3.879e-02, eta: 5 days, 2:54:41, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2831, top5_acc: 0.5262, loss_cls: 7.9305, loss: 7.9305 2025-08-06 17:01:24,254 - pyskl - INFO - Epoch [48][800/7492] lr: 3.879e-02, eta: 5 days, 2:53:47, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5238, loss_cls: 7.9719, loss: 7.9719 2025-08-06 17:02:23,154 - pyskl - INFO - Epoch [48][900/7492] lr: 3.878e-02, eta: 5 days, 2:52:53, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5225, loss_cls: 7.9728, loss: 7.9728 2025-08-06 17:03:21,188 - pyskl - INFO - Epoch [48][1000/7492] lr: 3.878e-02, eta: 5 days, 2:51:57, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5400, loss_cls: 7.9134, loss: 7.9134 2025-08-06 17:04:20,489 - pyskl - INFO - Epoch [48][1100/7492] lr: 3.877e-02, eta: 5 days, 2:51:04, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.5084, loss_cls: 7.9765, loss: 7.9765 2025-08-06 17:05:19,883 - pyskl - INFO - Epoch [48][1200/7492] lr: 3.876e-02, eta: 5 days, 2:50:10, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5278, loss_cls: 7.9989, loss: 7.9989 2025-08-06 17:06:18,319 - pyskl - INFO - Epoch [48][1300/7492] lr: 3.876e-02, eta: 5 days, 2:49:15, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5466, loss_cls: 7.8563, loss: 7.8563 2025-08-06 17:07:17,448 - pyskl - INFO - Epoch [48][1400/7492] lr: 3.875e-02, eta: 5 days, 2:48:22, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5156, loss_cls: 8.0094, loss: 8.0094 2025-08-06 17:08:15,176 - pyskl - INFO - Epoch [48][1500/7492] lr: 3.875e-02, eta: 5 days, 2:47:25, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5303, loss_cls: 7.9446, loss: 7.9446 2025-08-06 17:09:11,946 - pyskl - INFO - Epoch [48][1600/7492] lr: 3.874e-02, eta: 5 days, 2:46:26, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5100, loss_cls: 8.0354, loss: 8.0354 2025-08-06 17:10:09,031 - pyskl - INFO - Epoch [48][1700/7492] lr: 3.874e-02, eta: 5 days, 2:45:28, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5272, loss_cls: 7.9225, loss: 7.9225 2025-08-06 17:11:07,950 - pyskl - INFO - Epoch [48][1800/7492] lr: 3.873e-02, eta: 5 days, 2:44:34, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5122, loss_cls: 8.0498, loss: 8.0498 2025-08-06 17:12:06,709 - pyskl - INFO - Epoch [48][1900/7492] lr: 3.872e-02, eta: 5 days, 2:43:40, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5122, loss_cls: 8.0555, loss: 8.0555 2025-08-06 17:13:04,947 - pyskl - INFO - Epoch [48][2000/7492] lr: 3.872e-02, eta: 5 days, 2:42:44, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5188, loss_cls: 7.9580, loss: 7.9580 2025-08-06 17:14:02,630 - pyskl - INFO - Epoch [48][2100/7492] lr: 3.871e-02, eta: 5 days, 2:41:47, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5188, loss_cls: 8.0278, loss: 8.0278 2025-08-06 17:15:00,024 - pyskl - INFO - Epoch [48][2200/7492] lr: 3.871e-02, eta: 5 days, 2:40:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5162, loss_cls: 8.0488, loss: 8.0488 2025-08-06 17:15:58,425 - pyskl - INFO - Epoch [48][2300/7492] lr: 3.870e-02, eta: 5 days, 2:39:55, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5256, loss_cls: 8.0158, loss: 8.0158 2025-08-06 17:16:56,224 - pyskl - INFO - Epoch [48][2400/7492] lr: 3.869e-02, eta: 5 days, 2:38:58, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5194, loss_cls: 8.0389, loss: 8.0389 2025-08-06 17:17:53,558 - pyskl - INFO - Epoch [48][2500/7492] lr: 3.869e-02, eta: 5 days, 2:38:01, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5303, loss_cls: 8.0596, loss: 8.0596 2025-08-06 17:18:50,884 - pyskl - INFO - Epoch [48][2600/7492] lr: 3.868e-02, eta: 5 days, 2:37:03, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5378, loss_cls: 7.8990, loss: 7.8990 2025-08-06 17:19:48,658 - pyskl - INFO - Epoch [48][2700/7492] lr: 3.868e-02, eta: 5 days, 2:36:07, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5138, loss_cls: 8.0313, loss: 8.0313 2025-08-06 17:20:46,832 - pyskl - INFO - Epoch [48][2800/7492] lr: 3.867e-02, eta: 5 days, 2:35:11, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5178, loss_cls: 8.0009, loss: 8.0009 2025-08-06 17:21:44,200 - pyskl - INFO - Epoch [48][2900/7492] lr: 3.867e-02, eta: 5 days, 2:34:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5303, loss_cls: 7.8259, loss: 7.8259 2025-08-06 17:22:42,541 - pyskl - INFO - Epoch [48][3000/7492] lr: 3.866e-02, eta: 5 days, 2:33:18, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5088, loss_cls: 7.9901, loss: 7.9901 2025-08-06 17:23:40,693 - pyskl - INFO - Epoch [48][3100/7492] lr: 3.865e-02, eta: 5 days, 2:32:22, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2609, top5_acc: 0.5209, loss_cls: 7.9859, loss: 7.9859 2025-08-06 17:24:39,140 - pyskl - INFO - Epoch [48][3200/7492] lr: 3.865e-02, eta: 5 days, 2:31:27, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5206, loss_cls: 7.9661, loss: 7.9661 2025-08-06 17:25:37,334 - pyskl - INFO - Epoch [48][3300/7492] lr: 3.864e-02, eta: 5 days, 2:30:31, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5337, loss_cls: 7.9166, loss: 7.9166 2025-08-06 17:26:35,157 - pyskl - INFO - Epoch [48][3400/7492] lr: 3.864e-02, eta: 5 days, 2:29:35, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5306, loss_cls: 7.8980, loss: 7.8980 2025-08-06 17:27:33,730 - pyskl - INFO - Epoch [48][3500/7492] lr: 3.863e-02, eta: 5 days, 2:28:40, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5262, loss_cls: 8.0245, loss: 8.0245 2025-08-06 17:28:30,648 - pyskl - INFO - Epoch [48][3600/7492] lr: 3.862e-02, eta: 5 days, 2:27:42, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5166, loss_cls: 8.0818, loss: 8.0818 2025-08-06 17:29:27,499 - pyskl - INFO - Epoch [48][3700/7492] lr: 3.862e-02, eta: 5 days, 2:26:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5075, loss_cls: 8.0937, loss: 8.0937 2025-08-06 17:30:24,617 - pyskl - INFO - Epoch [48][3800/7492] lr: 3.861e-02, eta: 5 days, 2:25:45, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2656, top5_acc: 0.5081, loss_cls: 8.0806, loss: 8.0806 2025-08-06 17:31:23,447 - pyskl - INFO - Epoch [48][3900/7492] lr: 3.861e-02, eta: 5 days, 2:24:51, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5200, loss_cls: 7.9360, loss: 7.9360 2025-08-06 17:32:22,243 - pyskl - INFO - Epoch [48][4000/7492] lr: 3.860e-02, eta: 5 days, 2:23:56, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5159, loss_cls: 8.0074, loss: 8.0074 2025-08-06 17:33:19,719 - pyskl - INFO - Epoch [48][4100/7492] lr: 3.860e-02, eta: 5 days, 2:22:59, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2628, top5_acc: 0.5138, loss_cls: 8.0361, loss: 8.0361 2025-08-06 17:34:16,566 - pyskl - INFO - Epoch [48][4200/7492] lr: 3.859e-02, eta: 5 days, 2:22:01, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5309, loss_cls: 7.9745, loss: 7.9745 2025-08-06 17:35:15,004 - pyskl - INFO - Epoch [48][4300/7492] lr: 3.858e-02, eta: 5 days, 2:21:05, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5188, loss_cls: 7.9964, loss: 7.9964 2025-08-06 17:36:13,634 - pyskl - INFO - Epoch [48][4400/7492] lr: 3.858e-02, eta: 5 days, 2:20:11, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5278, loss_cls: 7.9869, loss: 7.9869 2025-08-06 17:37:11,448 - pyskl - INFO - Epoch [48][4500/7492] lr: 3.857e-02, eta: 5 days, 2:19:14, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5347, loss_cls: 7.9316, loss: 7.9316 2025-08-06 17:38:08,057 - pyskl - INFO - Epoch [48][4600/7492] lr: 3.857e-02, eta: 5 days, 2:18:15, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5244, loss_cls: 8.0444, loss: 8.0444 2025-08-06 17:39:05,430 - pyskl - INFO - Epoch [48][4700/7492] lr: 3.856e-02, eta: 5 days, 2:17:18, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5197, loss_cls: 8.0381, loss: 8.0381 2025-08-06 17:40:03,679 - pyskl - INFO - Epoch [48][4800/7492] lr: 3.855e-02, eta: 5 days, 2:16:22, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5284, loss_cls: 8.0961, loss: 8.0961 2025-08-06 17:41:00,404 - pyskl - INFO - Epoch [48][4900/7492] lr: 3.855e-02, eta: 5 days, 2:15:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5325, loss_cls: 7.8773, loss: 7.8773 2025-08-06 17:41:58,147 - pyskl - INFO - Epoch [48][5000/7492] lr: 3.854e-02, eta: 5 days, 2:14:27, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5128, loss_cls: 8.0242, loss: 8.0242 2025-08-06 17:42:55,153 - pyskl - INFO - Epoch [48][5100/7492] lr: 3.854e-02, eta: 5 days, 2:13:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5228, loss_cls: 8.0680, loss: 8.0680 2025-08-06 17:43:51,834 - pyskl - INFO - Epoch [48][5200/7492] lr: 3.853e-02, eta: 5 days, 2:12:29, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5194, loss_cls: 8.0447, loss: 8.0447 2025-08-06 17:44:50,962 - pyskl - INFO - Epoch [48][5300/7492] lr: 3.852e-02, eta: 5 days, 2:11:36, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5084, loss_cls: 8.0192, loss: 8.0192 2025-08-06 17:45:49,184 - pyskl - INFO - Epoch [48][5400/7492] lr: 3.852e-02, eta: 5 days, 2:10:40, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5234, loss_cls: 7.9500, loss: 7.9500 2025-08-06 17:46:47,158 - pyskl - INFO - Epoch [48][5500/7492] lr: 3.851e-02, eta: 5 days, 2:09:44, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5191, loss_cls: 8.0336, loss: 8.0336 2025-08-06 17:47:45,023 - pyskl - INFO - Epoch [48][5600/7492] lr: 3.851e-02, eta: 5 days, 2:08:47, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5294, loss_cls: 7.8934, loss: 7.8934 2025-08-06 17:48:42,135 - pyskl - INFO - Epoch [48][5700/7492] lr: 3.850e-02, eta: 5 days, 2:07:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5116, loss_cls: 8.1280, loss: 8.1280 2025-08-06 17:49:39,132 - pyskl - INFO - Epoch [48][5800/7492] lr: 3.850e-02, eta: 5 days, 2:06:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5238, loss_cls: 8.0580, loss: 8.0580 2025-08-06 17:50:37,575 - pyskl - INFO - Epoch [48][5900/7492] lr: 3.849e-02, eta: 5 days, 2:05:56, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5138, loss_cls: 8.1228, loss: 8.1228 2025-08-06 17:51:35,085 - pyskl - INFO - Epoch [48][6000/7492] lr: 3.848e-02, eta: 5 days, 2:04:59, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5331, loss_cls: 7.9095, loss: 7.9095 2025-08-06 17:52:32,317 - pyskl - INFO - Epoch [48][6100/7492] lr: 3.848e-02, eta: 5 days, 2:04:01, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5247, loss_cls: 8.0474, loss: 8.0474 2025-08-06 17:53:29,154 - pyskl - INFO - Epoch [48][6200/7492] lr: 3.847e-02, eta: 5 days, 2:03:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5162, loss_cls: 7.9770, loss: 7.9770 2025-08-06 17:54:26,013 - pyskl - INFO - Epoch [48][6300/7492] lr: 3.847e-02, eta: 5 days, 2:02:04, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5175, loss_cls: 7.9630, loss: 7.9630 2025-08-06 17:55:23,002 - pyskl - INFO - Epoch [48][6400/7492] lr: 3.846e-02, eta: 5 days, 2:01:06, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5291, loss_cls: 7.9633, loss: 7.9633 2025-08-06 17:56:21,390 - pyskl - INFO - Epoch [48][6500/7492] lr: 3.845e-02, eta: 5 days, 2:00:10, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5253, loss_cls: 7.9869, loss: 7.9869 2025-08-06 17:57:19,767 - pyskl - INFO - Epoch [48][6600/7492] lr: 3.845e-02, eta: 5 days, 1:59:15, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2587, top5_acc: 0.5291, loss_cls: 7.9993, loss: 7.9993 2025-08-06 17:58:18,012 - pyskl - INFO - Epoch [48][6700/7492] lr: 3.844e-02, eta: 5 days, 1:58:19, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5269, loss_cls: 7.9719, loss: 7.9719 2025-08-06 17:59:16,268 - pyskl - INFO - Epoch [48][6800/7492] lr: 3.844e-02, eta: 5 days, 1:57:24, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5209, loss_cls: 8.0203, loss: 8.0203 2025-08-06 18:00:13,082 - pyskl - INFO - Epoch [48][6900/7492] lr: 3.843e-02, eta: 5 days, 1:56:25, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5334, loss_cls: 7.9061, loss: 7.9061 2025-08-06 18:01:10,001 - pyskl - INFO - Epoch [48][7000/7492] lr: 3.842e-02, eta: 5 days, 1:55:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5212, loss_cls: 7.9803, loss: 7.9803 2025-08-06 18:02:07,501 - pyskl - INFO - Epoch [48][7100/7492] lr: 3.842e-02, eta: 5 days, 1:54:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5172, loss_cls: 8.0185, loss: 8.0185 2025-08-06 18:03:04,565 - pyskl - INFO - Epoch [48][7200/7492] lr: 3.841e-02, eta: 5 days, 1:53:31, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5375, loss_cls: 7.9140, loss: 7.9140 2025-08-06 18:04:03,077 - pyskl - INFO - Epoch [48][7300/7492] lr: 3.841e-02, eta: 5 days, 1:52:36, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5259, loss_cls: 7.9745, loss: 7.9745 2025-08-06 18:05:00,672 - pyskl - INFO - Epoch [48][7400/7492] lr: 3.840e-02, eta: 5 days, 1:51:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5131, loss_cls: 7.9973, loss: 7.9973 2025-08-06 18:05:55,541 - pyskl - INFO - Saving checkpoint at 48 epochs 2025-08-06 18:06:45,978 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 18:06:46,640 - pyskl - INFO - top1_acc 0.2426 top5_acc 0.4829 2025-08-06 18:06:46,640 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 18:06:46,687 - pyskl - INFO - mean_acc 0.2423 2025-08-06 18:06:46,758 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_46.pth was removed 2025-08-06 18:06:48,367 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_48.pth. 2025-08-06 18:06:48,369 - pyskl - INFO - Best top1_acc is 0.2426 at 48 epoch. 2025-08-06 18:06:48,384 - pyskl - INFO - Epoch(val) [48][617] top1_acc: 0.2426, top5_acc: 0.4829, mean_class_accuracy: 0.2423 2025-08-06 18:08:23,044 - pyskl - INFO - Epoch [49][100/7492] lr: 3.839e-02, eta: 5 days, 1:49:16, time: 0.946, data_time: 0.361, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5306, loss_cls: 7.8931, loss: 7.8931 2025-08-06 18:09:20,171 - pyskl - INFO - Epoch [49][200/7492] lr: 3.838e-02, eta: 5 days, 1:48:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5319, loss_cls: 7.8854, loss: 7.8854 2025-08-06 18:10:17,076 - pyskl - INFO - Epoch [49][300/7492] lr: 3.838e-02, eta: 5 days, 1:47:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5328, loss_cls: 7.9558, loss: 7.9558 2025-08-06 18:11:14,877 - pyskl - INFO - Epoch [49][400/7492] lr: 3.837e-02, eta: 5 days, 1:46:23, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5078, loss_cls: 8.0402, loss: 8.0402 2025-08-06 18:12:12,850 - pyskl - INFO - Epoch [49][500/7492] lr: 3.837e-02, eta: 5 days, 1:45:27, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5284, loss_cls: 7.9466, loss: 7.9466 2025-08-06 18:13:09,784 - pyskl - INFO - Epoch [49][600/7492] lr: 3.836e-02, eta: 5 days, 1:44:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5162, loss_cls: 7.9377, loss: 7.9377 2025-08-06 18:14:06,461 - pyskl - INFO - Epoch [49][700/7492] lr: 3.835e-02, eta: 5 days, 1:43:30, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5259, loss_cls: 7.9466, loss: 7.9466 2025-08-06 18:15:04,067 - pyskl - INFO - Epoch [49][800/7492] lr: 3.835e-02, eta: 5 days, 1:42:33, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 7.9782, loss: 7.9782 2025-08-06 18:16:01,117 - pyskl - INFO - Epoch [49][900/7492] lr: 3.834e-02, eta: 5 days, 1:41:35, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5144, loss_cls: 8.0501, loss: 8.0501 2025-08-06 18:16:58,601 - pyskl - INFO - Epoch [49][1000/7492] lr: 3.834e-02, eta: 5 days, 1:40:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5038, loss_cls: 8.1571, loss: 8.1571 2025-08-06 18:17:56,463 - pyskl - INFO - Epoch [49][1100/7492] lr: 3.833e-02, eta: 5 days, 1:39:41, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5284, loss_cls: 7.9507, loss: 7.9507 2025-08-06 18:18:54,596 - pyskl - INFO - Epoch [49][1200/7492] lr: 3.832e-02, eta: 5 days, 1:38:45, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5369, loss_cls: 7.8818, loss: 7.8818 2025-08-06 18:19:52,924 - pyskl - INFO - Epoch [49][1300/7492] lr: 3.832e-02, eta: 5 days, 1:37:50, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5309, loss_cls: 7.9161, loss: 7.9161 2025-08-06 18:20:50,760 - pyskl - INFO - Epoch [49][1400/7492] lr: 3.831e-02, eta: 5 days, 1:36:53, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5131, loss_cls: 8.0828, loss: 8.0828 2025-08-06 18:21:48,653 - pyskl - INFO - Epoch [49][1500/7492] lr: 3.831e-02, eta: 5 days, 1:35:57, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5247, loss_cls: 7.9429, loss: 7.9429 2025-08-06 18:22:46,798 - pyskl - INFO - Epoch [49][1600/7492] lr: 3.830e-02, eta: 5 days, 1:35:01, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5250, loss_cls: 7.9866, loss: 7.9866 2025-08-06 18:23:43,977 - pyskl - INFO - Epoch [49][1700/7492] lr: 3.830e-02, eta: 5 days, 1:34:03, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5216, loss_cls: 7.9712, loss: 7.9712 2025-08-06 18:24:41,442 - pyskl - INFO - Epoch [49][1800/7492] lr: 3.829e-02, eta: 5 days, 1:33:06, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5316, loss_cls: 7.9653, loss: 7.9653 2025-08-06 18:25:39,442 - pyskl - INFO - Epoch [49][1900/7492] lr: 3.828e-02, eta: 5 days, 1:32:10, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5169, loss_cls: 8.0407, loss: 8.0407 2025-08-06 18:26:37,640 - pyskl - INFO - Epoch [49][2000/7492] lr: 3.828e-02, eta: 5 days, 1:31:14, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5397, loss_cls: 7.8955, loss: 7.8955 2025-08-06 18:27:36,727 - pyskl - INFO - Epoch [49][2100/7492] lr: 3.827e-02, eta: 5 days, 1:30:20, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5066, loss_cls: 8.0666, loss: 8.0666 2025-08-06 18:28:34,759 - pyskl - INFO - Epoch [49][2200/7492] lr: 3.827e-02, eta: 5 days, 1:29:24, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5278, loss_cls: 7.9010, loss: 7.9010 2025-08-06 18:29:32,515 - pyskl - INFO - Epoch [49][2300/7492] lr: 3.826e-02, eta: 5 days, 1:28:28, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5347, loss_cls: 7.9586, loss: 7.9586 2025-08-06 18:30:30,001 - pyskl - INFO - Epoch [49][2400/7492] lr: 3.825e-02, eta: 5 days, 1:27:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5241, loss_cls: 7.9898, loss: 7.9898 2025-08-06 18:31:27,535 - pyskl - INFO - Epoch [49][2500/7492] lr: 3.825e-02, eta: 5 days, 1:26:33, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5222, loss_cls: 8.0585, loss: 8.0585 2025-08-06 18:32:25,420 - pyskl - INFO - Epoch [49][2600/7492] lr: 3.824e-02, eta: 5 days, 1:25:37, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5303, loss_cls: 8.0141, loss: 8.0141 2025-08-06 18:33:23,816 - pyskl - INFO - Epoch [49][2700/7492] lr: 3.824e-02, eta: 5 days, 1:24:42, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5216, loss_cls: 7.9776, loss: 7.9776 2025-08-06 18:34:20,841 - pyskl - INFO - Epoch [49][2800/7492] lr: 3.823e-02, eta: 5 days, 1:23:43, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5256, loss_cls: 7.9295, loss: 7.9295 2025-08-06 18:35:18,127 - pyskl - INFO - Epoch [49][2900/7492] lr: 3.822e-02, eta: 5 days, 1:22:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5188, loss_cls: 8.0680, loss: 8.0680 2025-08-06 18:36:14,965 - pyskl - INFO - Epoch [49][3000/7492] lr: 3.822e-02, eta: 5 days, 1:21:47, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5281, loss_cls: 7.9003, loss: 7.9003 2025-08-06 18:37:12,085 - pyskl - INFO - Epoch [49][3100/7492] lr: 3.821e-02, eta: 5 days, 1:20:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2453, top5_acc: 0.4909, loss_cls: 8.1503, loss: 8.1503 2025-08-06 18:38:09,197 - pyskl - INFO - Epoch [49][3200/7492] lr: 3.821e-02, eta: 5 days, 1:19:51, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5297, loss_cls: 7.9895, loss: 7.9895 2025-08-06 18:39:05,969 - pyskl - INFO - Epoch [49][3300/7492] lr: 3.820e-02, eta: 5 days, 1:18:52, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5162, loss_cls: 8.0259, loss: 8.0259 2025-08-06 18:40:03,061 - pyskl - INFO - Epoch [49][3400/7492] lr: 3.819e-02, eta: 5 days, 1:17:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5125, loss_cls: 8.0580, loss: 8.0580 2025-08-06 18:41:00,546 - pyskl - INFO - Epoch [49][3500/7492] lr: 3.819e-02, eta: 5 days, 1:16:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5447, loss_cls: 7.8484, loss: 7.8484 2025-08-06 18:41:59,640 - pyskl - INFO - Epoch [49][3600/7492] lr: 3.818e-02, eta: 5 days, 1:16:03, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5250, loss_cls: 7.9829, loss: 7.9829 2025-08-06 18:42:58,206 - pyskl - INFO - Epoch [49][3700/7492] lr: 3.818e-02, eta: 5 days, 1:15:08, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5238, loss_cls: 7.9423, loss: 7.9423 2025-08-06 18:43:57,386 - pyskl - INFO - Epoch [49][3800/7492] lr: 3.817e-02, eta: 5 days, 1:14:15, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.4984, loss_cls: 8.0788, loss: 8.0788 2025-08-06 18:44:54,628 - pyskl - INFO - Epoch [49][3900/7492] lr: 3.816e-02, eta: 5 days, 1:13:17, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5322, loss_cls: 7.9728, loss: 7.9728 2025-08-06 18:45:51,671 - pyskl - INFO - Epoch [49][4000/7492] lr: 3.816e-02, eta: 5 days, 1:12:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5262, loss_cls: 7.9142, loss: 7.9142 2025-08-06 18:46:50,818 - pyskl - INFO - Epoch [49][4100/7492] lr: 3.815e-02, eta: 5 days, 1:11:25, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5366, loss_cls: 7.9089, loss: 7.9089 2025-08-06 18:47:48,527 - pyskl - INFO - Epoch [49][4200/7492] lr: 3.815e-02, eta: 5 days, 1:10:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5269, loss_cls: 7.9587, loss: 7.9587 2025-08-06 18:48:45,845 - pyskl - INFO - Epoch [49][4300/7492] lr: 3.814e-02, eta: 5 days, 1:09:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5062, loss_cls: 8.0271, loss: 8.0271 2025-08-06 18:49:43,362 - pyskl - INFO - Epoch [49][4400/7492] lr: 3.814e-02, eta: 5 days, 1:08:34, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5266, loss_cls: 7.8918, loss: 7.8918 2025-08-06 18:50:41,231 - pyskl - INFO - Epoch [49][4500/7492] lr: 3.813e-02, eta: 5 days, 1:07:37, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5128, loss_cls: 8.0336, loss: 8.0336 2025-08-06 18:51:39,583 - pyskl - INFO - Epoch [49][4600/7492] lr: 3.812e-02, eta: 5 days, 1:06:42, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5278, loss_cls: 7.8879, loss: 7.8879 2025-08-06 18:52:36,463 - pyskl - INFO - Epoch [49][4700/7492] lr: 3.812e-02, eta: 5 days, 1:05:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5231, loss_cls: 7.9536, loss: 7.9536 2025-08-06 18:53:34,563 - pyskl - INFO - Epoch [49][4800/7492] lr: 3.811e-02, eta: 5 days, 1:04:47, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2803, top5_acc: 0.5372, loss_cls: 7.8838, loss: 7.8838 2025-08-06 18:54:32,540 - pyskl - INFO - Epoch [49][4900/7492] lr: 3.811e-02, eta: 5 days, 1:03:51, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5166, loss_cls: 7.9511, loss: 7.9511 2025-08-06 18:55:30,698 - pyskl - INFO - Epoch [49][5000/7492] lr: 3.810e-02, eta: 5 days, 1:02:55, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5197, loss_cls: 7.9238, loss: 7.9238 2025-08-06 18:56:28,779 - pyskl - INFO - Epoch [49][5100/7492] lr: 3.809e-02, eta: 5 days, 1:01:59, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5269, loss_cls: 7.9133, loss: 7.9133 2025-08-06 18:57:27,717 - pyskl - INFO - Epoch [49][5200/7492] lr: 3.809e-02, eta: 5 days, 1:01:05, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5297, loss_cls: 8.0150, loss: 8.0150 2025-08-06 18:58:25,684 - pyskl - INFO - Epoch [49][5300/7492] lr: 3.808e-02, eta: 5 days, 1:00:09, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5241, loss_cls: 8.0033, loss: 8.0033 2025-08-06 18:59:24,131 - pyskl - INFO - Epoch [49][5400/7492] lr: 3.808e-02, eta: 5 days, 0:59:14, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5266, loss_cls: 7.9120, loss: 7.9120 2025-08-06 19:00:23,108 - pyskl - INFO - Epoch [49][5500/7492] lr: 3.807e-02, eta: 5 days, 0:58:20, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5281, loss_cls: 7.9058, loss: 7.9058 2025-08-06 19:01:21,905 - pyskl - INFO - Epoch [49][5600/7492] lr: 3.806e-02, eta: 5 days, 0:57:25, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5169, loss_cls: 8.0836, loss: 8.0836 2025-08-06 19:02:20,810 - pyskl - INFO - Epoch [49][5700/7492] lr: 3.806e-02, eta: 5 days, 0:56:31, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5216, loss_cls: 7.9625, loss: 7.9625 2025-08-06 19:03:17,798 - pyskl - INFO - Epoch [49][5800/7492] lr: 3.805e-02, eta: 5 days, 0:55:33, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5325, loss_cls: 7.9106, loss: 7.9106 2025-08-06 19:04:16,781 - pyskl - INFO - Epoch [49][5900/7492] lr: 3.805e-02, eta: 5 days, 0:54:38, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5156, loss_cls: 8.0875, loss: 8.0875 2025-08-06 19:05:16,051 - pyskl - INFO - Epoch [49][6000/7492] lr: 3.804e-02, eta: 5 days, 0:53:45, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5266, loss_cls: 8.0101, loss: 8.0101 2025-08-06 19:06:15,010 - pyskl - INFO - Epoch [49][6100/7492] lr: 3.803e-02, eta: 5 days, 0:52:51, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5272, loss_cls: 7.9864, loss: 7.9864 2025-08-06 19:07:13,075 - pyskl - INFO - Epoch [49][6200/7492] lr: 3.803e-02, eta: 5 days, 0:51:55, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5169, loss_cls: 8.0271, loss: 8.0271 2025-08-06 19:08:10,619 - pyskl - INFO - Epoch [49][6300/7492] lr: 3.802e-02, eta: 5 days, 0:50:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5269, loss_cls: 7.9872, loss: 7.9872 2025-08-06 19:09:09,003 - pyskl - INFO - Epoch [49][6400/7492] lr: 3.802e-02, eta: 5 days, 0:50:02, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5291, loss_cls: 7.9397, loss: 7.9397 2025-08-06 19:10:05,920 - pyskl - INFO - Epoch [49][6500/7492] lr: 3.801e-02, eta: 5 days, 0:49:04, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5197, loss_cls: 8.0713, loss: 8.0713 2025-08-06 19:11:03,844 - pyskl - INFO - Epoch [49][6600/7492] lr: 3.800e-02, eta: 5 days, 0:48:07, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5178, loss_cls: 8.0518, loss: 8.0518 2025-08-06 19:12:01,824 - pyskl - INFO - Epoch [49][6700/7492] lr: 3.800e-02, eta: 5 days, 0:47:11, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5309, loss_cls: 7.9074, loss: 7.9074 2025-08-06 19:13:00,660 - pyskl - INFO - Epoch [49][6800/7492] lr: 3.799e-02, eta: 5 days, 0:46:17, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5300, loss_cls: 7.9807, loss: 7.9807 2025-08-06 19:13:59,272 - pyskl - INFO - Epoch [49][6900/7492] lr: 3.799e-02, eta: 5 days, 0:45:22, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5188, loss_cls: 8.0041, loss: 8.0041 2025-08-06 19:14:57,814 - pyskl - INFO - Epoch [49][7000/7492] lr: 3.798e-02, eta: 5 days, 0:44:27, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5062, loss_cls: 8.0679, loss: 8.0679 2025-08-06 19:15:55,725 - pyskl - INFO - Epoch [49][7100/7492] lr: 3.797e-02, eta: 5 days, 0:43:30, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5209, loss_cls: 7.9539, loss: 7.9539 2025-08-06 19:16:54,404 - pyskl - INFO - Epoch [49][7200/7492] lr: 3.797e-02, eta: 5 days, 0:42:36, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5266, loss_cls: 7.9716, loss: 7.9716 2025-08-06 19:17:52,113 - pyskl - INFO - Epoch [49][7300/7492] lr: 3.796e-02, eta: 5 days, 0:41:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5269, loss_cls: 7.9946, loss: 7.9946 2025-08-06 19:18:50,516 - pyskl - INFO - Epoch [49][7400/7492] lr: 3.796e-02, eta: 5 days, 0:40:43, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5291, loss_cls: 8.0083, loss: 8.0083 2025-08-06 19:19:45,350 - pyskl - INFO - Saving checkpoint at 49 epochs 2025-08-06 19:20:34,135 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 19:20:34,824 - pyskl - INFO - top1_acc 0.2182 top5_acc 0.4598 2025-08-06 19:20:34,824 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 19:20:34,880 - pyskl - INFO - mean_acc 0.2180 2025-08-06 19:20:34,905 - pyskl - INFO - Epoch(val) [49][617] top1_acc: 0.2182, top5_acc: 0.4598, mean_class_accuracy: 0.2180 2025-08-06 19:22:07,756 - pyskl - INFO - Epoch [50][100/7492] lr: 3.794e-02, eta: 5 days, 0:38:17, time: 0.928, data_time: 0.350, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5288, loss_cls: 7.9445, loss: 7.9445 2025-08-06 19:23:06,080 - pyskl - INFO - Epoch [50][200/7492] lr: 3.794e-02, eta: 5 days, 0:37:22, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5269, loss_cls: 7.9682, loss: 7.9682 2025-08-06 19:24:04,682 - pyskl - INFO - Epoch [50][300/7492] lr: 3.793e-02, eta: 5 days, 0:36:27, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5275, loss_cls: 7.9180, loss: 7.9180 2025-08-06 19:25:02,291 - pyskl - INFO - Epoch [50][400/7492] lr: 3.793e-02, eta: 5 days, 0:35:30, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5166, loss_cls: 8.0264, loss: 8.0264 2025-08-06 19:26:00,034 - pyskl - INFO - Epoch [50][500/7492] lr: 3.792e-02, eta: 5 days, 0:34:33, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5269, loss_cls: 7.9904, loss: 7.9904 2025-08-06 19:26:59,161 - pyskl - INFO - Epoch [50][600/7492] lr: 3.791e-02, eta: 5 days, 0:33:39, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5425, loss_cls: 7.8263, loss: 7.8263 2025-08-06 19:27:57,889 - pyskl - INFO - Epoch [50][700/7492] lr: 3.791e-02, eta: 5 days, 0:32:45, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5366, loss_cls: 7.9121, loss: 7.9121 2025-08-06 19:28:55,737 - pyskl - INFO - Epoch [50][800/7492] lr: 3.790e-02, eta: 5 days, 0:31:48, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5219, loss_cls: 8.0084, loss: 8.0084 2025-08-06 19:29:53,701 - pyskl - INFO - Epoch [50][900/7492] lr: 3.790e-02, eta: 5 days, 0:30:52, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5166, loss_cls: 8.0237, loss: 8.0237 2025-08-06 19:30:52,562 - pyskl - INFO - Epoch [50][1000/7492] lr: 3.789e-02, eta: 5 days, 0:29:58, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5359, loss_cls: 7.8960, loss: 7.8960 2025-08-06 19:31:50,521 - pyskl - INFO - Epoch [50][1100/7492] lr: 3.788e-02, eta: 5 days, 0:29:01, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5209, loss_cls: 7.9401, loss: 7.9401 2025-08-06 19:32:48,784 - pyskl - INFO - Epoch [50][1200/7492] lr: 3.788e-02, eta: 5 days, 0:28:06, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5209, loss_cls: 7.9936, loss: 7.9936 2025-08-06 19:33:46,665 - pyskl - INFO - Epoch [50][1300/7492] lr: 3.787e-02, eta: 5 days, 0:27:09, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5222, loss_cls: 7.9293, loss: 7.9293 2025-08-06 19:34:45,402 - pyskl - INFO - Epoch [50][1400/7492] lr: 3.787e-02, eta: 5 days, 0:26:15, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5131, loss_cls: 8.0246, loss: 8.0246 2025-08-06 19:35:43,190 - pyskl - INFO - Epoch [50][1500/7492] lr: 3.786e-02, eta: 5 days, 0:25:18, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5228, loss_cls: 7.9665, loss: 7.9665 2025-08-06 19:36:40,735 - pyskl - INFO - Epoch [50][1600/7492] lr: 3.785e-02, eta: 5 days, 0:24:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5372, loss_cls: 7.9077, loss: 7.9077 2025-08-06 19:37:38,559 - pyskl - INFO - Epoch [50][1700/7492] lr: 3.785e-02, eta: 5 days, 0:23:24, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5247, loss_cls: 7.9455, loss: 7.9455 2025-08-06 19:38:37,963 - pyskl - INFO - Epoch [50][1800/7492] lr: 3.784e-02, eta: 5 days, 0:22:31, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5159, loss_cls: 8.0352, loss: 8.0352 2025-08-06 19:39:36,265 - pyskl - INFO - Epoch [50][1900/7492] lr: 3.784e-02, eta: 5 days, 0:21:35, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5275, loss_cls: 7.9683, loss: 7.9683 2025-08-06 19:40:34,464 - pyskl - INFO - Epoch [50][2000/7492] lr: 3.783e-02, eta: 5 days, 0:20:40, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5216, loss_cls: 7.9777, loss: 7.9777 2025-08-06 19:41:32,997 - pyskl - INFO - Epoch [50][2100/7492] lr: 3.782e-02, eta: 5 days, 0:19:44, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5091, loss_cls: 8.0017, loss: 8.0017 2025-08-06 19:42:31,829 - pyskl - INFO - Epoch [50][2200/7492] lr: 3.782e-02, eta: 5 days, 0:18:50, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5262, loss_cls: 8.0002, loss: 8.0002 2025-08-06 19:43:30,296 - pyskl - INFO - Epoch [50][2300/7492] lr: 3.781e-02, eta: 5 days, 0:17:55, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5231, loss_cls: 7.9669, loss: 7.9669 2025-08-06 19:44:28,881 - pyskl - INFO - Epoch [50][2400/7492] lr: 3.781e-02, eta: 5 days, 0:17:00, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5225, loss_cls: 8.0073, loss: 8.0073 2025-08-06 19:45:25,938 - pyskl - INFO - Epoch [50][2500/7492] lr: 3.780e-02, eta: 5 days, 0:16:02, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5175, loss_cls: 7.9874, loss: 7.9874 2025-08-06 19:46:23,582 - pyskl - INFO - Epoch [50][2600/7492] lr: 3.779e-02, eta: 5 days, 0:15:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5166, loss_cls: 8.0685, loss: 8.0685 2025-08-06 19:47:21,894 - pyskl - INFO - Epoch [50][2700/7492] lr: 3.779e-02, eta: 5 days, 0:14:09, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5300, loss_cls: 8.0227, loss: 8.0227 2025-08-06 19:48:19,712 - pyskl - INFO - Epoch [50][2800/7492] lr: 3.778e-02, eta: 5 days, 0:13:13, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5288, loss_cls: 7.9049, loss: 7.9049 2025-08-06 19:49:17,898 - pyskl - INFO - Epoch [50][2900/7492] lr: 3.778e-02, eta: 5 days, 0:12:17, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5472, loss_cls: 7.8508, loss: 7.8508 2025-08-06 19:50:15,669 - pyskl - INFO - Epoch [50][3000/7492] lr: 3.777e-02, eta: 5 days, 0:11:20, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5169, loss_cls: 7.9648, loss: 7.9648 2025-08-06 19:51:13,017 - pyskl - INFO - Epoch [50][3100/7492] lr: 3.776e-02, eta: 5 days, 0:10:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2616, top5_acc: 0.5209, loss_cls: 8.1001, loss: 8.1001 2025-08-06 19:52:10,385 - pyskl - INFO - Epoch [50][3200/7492] lr: 3.776e-02, eta: 5 days, 0:09:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5328, loss_cls: 7.9089, loss: 7.9089 2025-08-06 19:53:09,464 - pyskl - INFO - Epoch [50][3300/7492] lr: 3.775e-02, eta: 5 days, 0:08:31, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5453, loss_cls: 7.8016, loss: 7.8016 2025-08-06 19:54:07,932 - pyskl - INFO - Epoch [50][3400/7492] lr: 3.775e-02, eta: 5 days, 0:07:36, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5116, loss_cls: 8.0433, loss: 8.0433 2025-08-06 19:55:06,880 - pyskl - INFO - Epoch [50][3500/7492] lr: 3.774e-02, eta: 5 days, 0:06:42, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5247, loss_cls: 8.0010, loss: 8.0010 2025-08-06 19:56:05,310 - pyskl - INFO - Epoch [50][3600/7492] lr: 3.773e-02, eta: 5 days, 0:05:46, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5363, loss_cls: 7.9015, loss: 7.9015 2025-08-06 19:57:03,695 - pyskl - INFO - Epoch [50][3700/7492] lr: 3.773e-02, eta: 5 days, 0:04:51, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5306, loss_cls: 7.8647, loss: 7.8647 2025-08-06 19:58:02,009 - pyskl - INFO - Epoch [50][3800/7492] lr: 3.772e-02, eta: 5 days, 0:03:55, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5281, loss_cls: 8.0027, loss: 8.0027 2025-08-06 19:58:59,790 - pyskl - INFO - Epoch [50][3900/7492] lr: 3.772e-02, eta: 5 days, 0:02:59, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5266, loss_cls: 7.9620, loss: 7.9620 2025-08-06 19:59:58,806 - pyskl - INFO - Epoch [50][4000/7492] lr: 3.771e-02, eta: 5 days, 0:02:04, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5266, loss_cls: 7.9832, loss: 7.9832 2025-08-06 20:00:56,414 - pyskl - INFO - Epoch [50][4100/7492] lr: 3.770e-02, eta: 5 days, 0:01:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5291, loss_cls: 7.9607, loss: 7.9607 2025-08-06 20:01:54,416 - pyskl - INFO - Epoch [50][4200/7492] lr: 3.770e-02, eta: 5 days, 0:00:11, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5278, loss_cls: 7.9536, loss: 7.9536 2025-08-06 20:02:51,215 - pyskl - INFO - Epoch [50][4300/7492] lr: 3.769e-02, eta: 4 days, 23:59:12, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5397, loss_cls: 7.9206, loss: 7.9206 2025-08-06 20:03:48,455 - pyskl - INFO - Epoch [50][4400/7492] lr: 3.769e-02, eta: 4 days, 23:58:15, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5400, loss_cls: 7.9067, loss: 7.9067 2025-08-06 20:04:46,194 - pyskl - INFO - Epoch [50][4500/7492] lr: 3.768e-02, eta: 4 days, 23:57:18, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5384, loss_cls: 7.8774, loss: 7.8774 2025-08-06 20:05:44,845 - pyskl - INFO - Epoch [50][4600/7492] lr: 3.767e-02, eta: 4 days, 23:56:23, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5359, loss_cls: 7.9588, loss: 7.9588 2025-08-06 20:06:42,654 - pyskl - INFO - Epoch [50][4700/7492] lr: 3.767e-02, eta: 4 days, 23:55:26, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5331, loss_cls: 7.9562, loss: 7.9562 2025-08-06 20:07:40,368 - pyskl - INFO - Epoch [50][4800/7492] lr: 3.766e-02, eta: 4 days, 23:54:30, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5250, loss_cls: 7.9045, loss: 7.9045 2025-08-06 20:08:38,920 - pyskl - INFO - Epoch [50][4900/7492] lr: 3.766e-02, eta: 4 days, 23:53:35, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5234, loss_cls: 8.0122, loss: 8.0122 2025-08-06 20:09:37,389 - pyskl - INFO - Epoch [50][5000/7492] lr: 3.765e-02, eta: 4 days, 23:52:39, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2803, top5_acc: 0.5303, loss_cls: 7.9612, loss: 7.9612 2025-08-06 20:10:35,893 - pyskl - INFO - Epoch [50][5100/7492] lr: 3.764e-02, eta: 4 days, 23:51:44, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5150, loss_cls: 7.9785, loss: 7.9785 2025-08-06 20:11:33,551 - pyskl - INFO - Epoch [50][5200/7492] lr: 3.764e-02, eta: 4 days, 23:50:47, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2669, top5_acc: 0.5219, loss_cls: 7.9513, loss: 7.9513 2025-08-06 20:12:32,649 - pyskl - INFO - Epoch [50][5300/7492] lr: 3.763e-02, eta: 4 days, 23:49:53, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5234, loss_cls: 7.9620, loss: 7.9620 2025-08-06 20:13:31,732 - pyskl - INFO - Epoch [50][5400/7492] lr: 3.763e-02, eta: 4 days, 23:48:59, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5138, loss_cls: 8.1079, loss: 8.1079 2025-08-06 20:14:30,282 - pyskl - INFO - Epoch [50][5500/7492] lr: 3.762e-02, eta: 4 days, 23:48:04, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5125, loss_cls: 7.9775, loss: 7.9775 2025-08-06 20:15:28,758 - pyskl - INFO - Epoch [50][5600/7492] lr: 3.761e-02, eta: 4 days, 23:47:09, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5266, loss_cls: 7.9525, loss: 7.9525 2025-08-06 20:16:27,663 - pyskl - INFO - Epoch [50][5700/7492] lr: 3.761e-02, eta: 4 days, 23:46:14, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5250, loss_cls: 7.9726, loss: 7.9726 2025-08-06 20:17:26,859 - pyskl - INFO - Epoch [50][5800/7492] lr: 3.760e-02, eta: 4 days, 23:45:20, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2644, top5_acc: 0.5144, loss_cls: 8.0434, loss: 8.0434 2025-08-06 20:18:24,919 - pyskl - INFO - Epoch [50][5900/7492] lr: 3.760e-02, eta: 4 days, 23:44:24, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5272, loss_cls: 7.9994, loss: 7.9994 2025-08-06 20:19:21,711 - pyskl - INFO - Epoch [50][6000/7492] lr: 3.759e-02, eta: 4 days, 23:43:26, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5275, loss_cls: 8.0145, loss: 8.0145 2025-08-06 20:20:18,728 - pyskl - INFO - Epoch [50][6100/7492] lr: 3.758e-02, eta: 4 days, 23:42:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5331, loss_cls: 8.0217, loss: 8.0217 2025-08-06 20:21:16,748 - pyskl - INFO - Epoch [50][6200/7492] lr: 3.758e-02, eta: 4 days, 23:41:31, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5319, loss_cls: 7.8768, loss: 7.8768 2025-08-06 20:22:15,315 - pyskl - INFO - Epoch [50][6300/7492] lr: 3.757e-02, eta: 4 days, 23:40:36, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2653, top5_acc: 0.5056, loss_cls: 8.0621, loss: 8.0621 2025-08-06 20:23:13,079 - pyskl - INFO - Epoch [50][6400/7492] lr: 3.757e-02, eta: 4 days, 23:39:39, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5419, loss_cls: 7.9538, loss: 7.9538 2025-08-06 20:24:11,514 - pyskl - INFO - Epoch [50][6500/7492] lr: 3.756e-02, eta: 4 days, 23:38:44, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5325, loss_cls: 8.0075, loss: 8.0075 2025-08-06 20:25:10,389 - pyskl - INFO - Epoch [50][6600/7492] lr: 3.755e-02, eta: 4 days, 23:37:50, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5306, loss_cls: 7.9178, loss: 7.9178 2025-08-06 20:26:07,958 - pyskl - INFO - Epoch [50][6700/7492] lr: 3.755e-02, eta: 4 days, 23:36:52, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5241, loss_cls: 7.9686, loss: 7.9686 2025-08-06 20:27:06,686 - pyskl - INFO - Epoch [50][6800/7492] lr: 3.754e-02, eta: 4 days, 23:35:58, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2581, top5_acc: 0.4988, loss_cls: 8.0911, loss: 8.0911 2025-08-06 20:28:05,459 - pyskl - INFO - Epoch [50][6900/7492] lr: 3.754e-02, eta: 4 days, 23:35:03, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2659, top5_acc: 0.5106, loss_cls: 8.0238, loss: 8.0238 2025-08-06 20:29:03,837 - pyskl - INFO - Epoch [50][7000/7492] lr: 3.753e-02, eta: 4 days, 23:34:07, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5225, loss_cls: 7.9355, loss: 7.9355 2025-08-06 20:30:01,559 - pyskl - INFO - Epoch [50][7100/7492] lr: 3.752e-02, eta: 4 days, 23:33:11, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5197, loss_cls: 8.0569, loss: 8.0569 2025-08-06 20:30:59,458 - pyskl - INFO - Epoch [50][7200/7492] lr: 3.752e-02, eta: 4 days, 23:32:14, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5331, loss_cls: 7.9940, loss: 7.9940 2025-08-06 20:31:56,951 - pyskl - INFO - Epoch [50][7300/7492] lr: 3.751e-02, eta: 4 days, 23:31:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5200, loss_cls: 7.9805, loss: 7.9805 2025-08-06 20:32:55,234 - pyskl - INFO - Epoch [50][7400/7492] lr: 3.751e-02, eta: 4 days, 23:30:21, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2584, top5_acc: 0.5262, loss_cls: 8.0320, loss: 8.0320 2025-08-06 20:33:48,135 - pyskl - INFO - Saving checkpoint at 50 epochs 2025-08-06 20:59:31,385 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 20:59:32,055 - pyskl - INFO - top1_acc 0.2368 top5_acc 0.4728 2025-08-06 20:59:32,055 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 20:59:32,100 - pyskl - INFO - mean_acc 0.2368 2025-08-06 20:59:32,113 - pyskl - INFO - Epoch(val) [50][617] top1_acc: 0.2368, top5_acc: 0.4728, mean_class_accuracy: 0.2368 2025-08-06 21:01:06,944 - pyskl - INFO - Epoch [51][100/7492] lr: 3.749e-02, eta: 4 days, 23:28:00, time: 0.948, data_time: 0.356, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5272, loss_cls: 7.9643, loss: 7.9643 2025-08-06 21:02:05,111 - pyskl - INFO - Epoch [51][200/7492] lr: 3.749e-02, eta: 4 days, 23:27:04, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5431, loss_cls: 7.8080, loss: 7.8080 2025-08-06 21:03:03,644 - pyskl - INFO - Epoch [51][300/7492] lr: 3.748e-02, eta: 4 days, 23:26:09, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5522, loss_cls: 7.8910, loss: 7.8910 2025-08-06 21:04:01,786 - pyskl - INFO - Epoch [51][400/7492] lr: 3.748e-02, eta: 4 days, 23:25:13, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5272, loss_cls: 7.9671, loss: 7.9671 2025-08-06 21:05:00,431 - pyskl - INFO - Epoch [51][500/7492] lr: 3.747e-02, eta: 4 days, 23:24:18, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5216, loss_cls: 8.0262, loss: 8.0262 2025-08-06 21:05:58,315 - pyskl - INFO - Epoch [51][600/7492] lr: 3.746e-02, eta: 4 days, 23:23:22, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5291, loss_cls: 8.0018, loss: 8.0018 2025-08-06 21:06:56,680 - pyskl - INFO - Epoch [51][700/7492] lr: 3.746e-02, eta: 4 days, 23:22:26, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5341, loss_cls: 7.9451, loss: 7.9451 2025-08-06 21:07:54,978 - pyskl - INFO - Epoch [51][800/7492] lr: 3.745e-02, eta: 4 days, 23:21:31, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5303, loss_cls: 7.9145, loss: 7.9145 2025-08-06 21:08:53,098 - pyskl - INFO - Epoch [51][900/7492] lr: 3.745e-02, eta: 4 days, 23:20:35, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5284, loss_cls: 7.8914, loss: 7.8914 2025-08-06 21:09:52,144 - pyskl - INFO - Epoch [51][1000/7492] lr: 3.744e-02, eta: 4 days, 23:19:40, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5303, loss_cls: 7.9612, loss: 7.9612 2025-08-06 21:10:50,238 - pyskl - INFO - Epoch [51][1100/7492] lr: 3.743e-02, eta: 4 days, 23:18:44, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5366, loss_cls: 7.9543, loss: 7.9543 2025-08-06 21:11:49,082 - pyskl - INFO - Epoch [51][1200/7492] lr: 3.743e-02, eta: 4 days, 23:17:50, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5294, loss_cls: 7.9289, loss: 7.9289 2025-08-06 21:12:47,368 - pyskl - INFO - Epoch [51][1300/7492] lr: 3.742e-02, eta: 4 days, 23:16:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5325, loss_cls: 7.9628, loss: 7.9628 2025-08-06 21:13:44,149 - pyskl - INFO - Epoch [51][1400/7492] lr: 3.742e-02, eta: 4 days, 23:15:55, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5022, loss_cls: 8.0294, loss: 8.0294 2025-08-06 21:14:40,869 - pyskl - INFO - Epoch [51][1500/7492] lr: 3.741e-02, eta: 4 days, 23:14:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5275, loss_cls: 7.9703, loss: 7.9703 2025-08-06 21:15:37,644 - pyskl - INFO - Epoch [51][1600/7492] lr: 3.740e-02, eta: 4 days, 23:13:58, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5209, loss_cls: 7.9955, loss: 7.9955 2025-08-06 21:16:34,477 - pyskl - INFO - Epoch [51][1700/7492] lr: 3.740e-02, eta: 4 days, 23:12:59, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5306, loss_cls: 7.8899, loss: 7.8899 2025-08-06 21:17:30,812 - pyskl - INFO - Epoch [51][1800/7492] lr: 3.739e-02, eta: 4 days, 23:12:00, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5288, loss_cls: 8.0161, loss: 8.0161 2025-08-06 21:18:28,316 - pyskl - INFO - Epoch [51][1900/7492] lr: 3.738e-02, eta: 4 days, 23:11:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5228, loss_cls: 8.0047, loss: 8.0047 2025-08-06 21:19:25,118 - pyskl - INFO - Epoch [51][2000/7492] lr: 3.738e-02, eta: 4 days, 23:10:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5212, loss_cls: 7.9217, loss: 7.9217 2025-08-06 21:20:21,617 - pyskl - INFO - Epoch [51][2100/7492] lr: 3.737e-02, eta: 4 days, 23:09:05, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5259, loss_cls: 7.9155, loss: 7.9155 2025-08-06 21:21:17,883 - pyskl - INFO - Epoch [51][2200/7492] lr: 3.737e-02, eta: 4 days, 23:08:05, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5166, loss_cls: 7.9589, loss: 7.9589 2025-08-06 21:22:14,105 - pyskl - INFO - Epoch [51][2300/7492] lr: 3.736e-02, eta: 4 days, 23:07:05, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5134, loss_cls: 8.0261, loss: 8.0261 2025-08-06 21:23:10,283 - pyskl - INFO - Epoch [51][2400/7492] lr: 3.735e-02, eta: 4 days, 23:06:05, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5147, loss_cls: 7.9863, loss: 7.9863 2025-08-06 21:24:06,826 - pyskl - INFO - Epoch [51][2500/7492] lr: 3.735e-02, eta: 4 days, 23:05:06, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5216, loss_cls: 7.9923, loss: 7.9923 2025-08-06 21:25:03,115 - pyskl - INFO - Epoch [51][2600/7492] lr: 3.734e-02, eta: 4 days, 23:04:07, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5250, loss_cls: 7.9721, loss: 7.9721 2025-08-06 21:25:59,661 - pyskl - INFO - Epoch [51][2700/7492] lr: 3.734e-02, eta: 4 days, 23:03:07, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5253, loss_cls: 8.0217, loss: 8.0217 2025-08-06 21:26:57,648 - pyskl - INFO - Epoch [51][2800/7492] lr: 3.733e-02, eta: 4 days, 23:02:11, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2831, top5_acc: 0.5278, loss_cls: 7.9994, loss: 7.9994 2025-08-06 21:27:56,439 - pyskl - INFO - Epoch [51][2900/7492] lr: 3.732e-02, eta: 4 days, 23:01:16, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5247, loss_cls: 7.9354, loss: 7.9354 2025-08-06 21:28:53,425 - pyskl - INFO - Epoch [51][3000/7492] lr: 3.732e-02, eta: 4 days, 23:00:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2550, top5_acc: 0.5091, loss_cls: 8.1181, loss: 8.1181 2025-08-06 21:29:51,383 - pyskl - INFO - Epoch [51][3100/7492] lr: 3.731e-02, eta: 4 days, 22:59:22, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5337, loss_cls: 7.8604, loss: 7.8604 2025-08-06 21:30:49,157 - pyskl - INFO - Epoch [51][3200/7492] lr: 3.731e-02, eta: 4 days, 22:58:25, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5519, loss_cls: 7.8308, loss: 7.8308 2025-08-06 21:31:46,477 - pyskl - INFO - Epoch [51][3300/7492] lr: 3.730e-02, eta: 4 days, 22:57:28, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 7.9778, loss: 7.9778 2025-08-06 21:32:44,584 - pyskl - INFO - Epoch [51][3400/7492] lr: 3.729e-02, eta: 4 days, 22:56:31, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5206, loss_cls: 8.0092, loss: 8.0092 2025-08-06 21:33:43,281 - pyskl - INFO - Epoch [51][3500/7492] lr: 3.729e-02, eta: 4 days, 22:55:37, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5216, loss_cls: 7.9751, loss: 7.9751 2025-08-06 21:34:41,700 - pyskl - INFO - Epoch [51][3600/7492] lr: 3.728e-02, eta: 4 days, 22:54:41, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5269, loss_cls: 7.9714, loss: 7.9714 2025-08-06 21:35:38,072 - pyskl - INFO - Epoch [51][3700/7492] lr: 3.728e-02, eta: 4 days, 22:53:42, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5159, loss_cls: 8.1344, loss: 8.1344 2025-08-06 21:36:34,433 - pyskl - INFO - Epoch [51][3800/7492] lr: 3.727e-02, eta: 4 days, 22:52:42, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5178, loss_cls: 7.9720, loss: 7.9720 2025-08-06 21:37:30,799 - pyskl - INFO - Epoch [51][3900/7492] lr: 3.726e-02, eta: 4 days, 22:51:43, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 7.7775, loss: 7.7775 2025-08-06 21:38:27,299 - pyskl - INFO - Epoch [51][4000/7492] lr: 3.726e-02, eta: 4 days, 22:50:43, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5334, loss_cls: 7.9651, loss: 7.9651 2025-08-06 21:39:24,263 - pyskl - INFO - Epoch [51][4100/7492] lr: 3.725e-02, eta: 4 days, 22:49:45, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5109, loss_cls: 8.0157, loss: 8.0157 2025-08-06 21:40:20,949 - pyskl - INFO - Epoch [51][4200/7492] lr: 3.725e-02, eta: 4 days, 22:48:46, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5303, loss_cls: 7.9770, loss: 7.9770 2025-08-06 21:41:17,755 - pyskl - INFO - Epoch [51][4300/7492] lr: 3.724e-02, eta: 4 days, 22:47:48, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5128, loss_cls: 7.9885, loss: 7.9885 2025-08-06 21:42:15,677 - pyskl - INFO - Epoch [51][4400/7492] lr: 3.723e-02, eta: 4 days, 22:46:51, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5203, loss_cls: 7.9980, loss: 7.9980 2025-08-06 21:43:14,291 - pyskl - INFO - Epoch [51][4500/7492] lr: 3.723e-02, eta: 4 days, 22:45:56, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5284, loss_cls: 7.9425, loss: 7.9425 2025-08-06 21:44:11,898 - pyskl - INFO - Epoch [51][4600/7492] lr: 3.722e-02, eta: 4 days, 22:44:59, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5250, loss_cls: 7.9815, loss: 7.9815 2025-08-06 21:45:08,738 - pyskl - INFO - Epoch [51][4700/7492] lr: 3.721e-02, eta: 4 days, 22:44:01, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2606, top5_acc: 0.5272, loss_cls: 7.9965, loss: 7.9965 2025-08-06 21:46:07,124 - pyskl - INFO - Epoch [51][4800/7492] lr: 3.721e-02, eta: 4 days, 22:43:05, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5378, loss_cls: 7.8907, loss: 7.8907 2025-08-06 21:47:03,898 - pyskl - INFO - Epoch [51][4900/7492] lr: 3.720e-02, eta: 4 days, 22:42:07, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5353, loss_cls: 7.9098, loss: 7.9098 2025-08-06 21:48:00,623 - pyskl - INFO - Epoch [51][5000/7492] lr: 3.720e-02, eta: 4 days, 22:41:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5284, loss_cls: 7.9856, loss: 7.9856 2025-08-06 21:48:57,287 - pyskl - INFO - Epoch [51][5100/7492] lr: 3.719e-02, eta: 4 days, 22:40:09, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5175, loss_cls: 8.0179, loss: 8.0179 2025-08-06 21:49:54,292 - pyskl - INFO - Epoch [51][5200/7492] lr: 3.718e-02, eta: 4 days, 22:39:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5197, loss_cls: 8.0268, loss: 8.0268 2025-08-06 21:50:53,197 - pyskl - INFO - Epoch [51][5300/7492] lr: 3.718e-02, eta: 4 days, 22:38:16, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5422, loss_cls: 7.8676, loss: 7.8676 2025-08-06 21:51:51,652 - pyskl - INFO - Epoch [51][5400/7492] lr: 3.717e-02, eta: 4 days, 22:37:21, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5269, loss_cls: 7.9822, loss: 7.9822 2025-08-06 21:52:49,900 - pyskl - INFO - Epoch [51][5500/7492] lr: 3.717e-02, eta: 4 days, 22:36:25, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2612, top5_acc: 0.5188, loss_cls: 8.0528, loss: 8.0528 2025-08-06 21:53:46,576 - pyskl - INFO - Epoch [51][5600/7492] lr: 3.716e-02, eta: 4 days, 22:35:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5262, loss_cls: 7.9896, loss: 7.9896 2025-08-06 21:54:43,231 - pyskl - INFO - Epoch [51][5700/7492] lr: 3.715e-02, eta: 4 days, 22:34:27, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5288, loss_cls: 8.0007, loss: 8.0007 2025-08-06 21:55:40,804 - pyskl - INFO - Epoch [51][5800/7492] lr: 3.715e-02, eta: 4 days, 22:33:30, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5284, loss_cls: 7.9372, loss: 7.9372 2025-08-06 21:56:37,706 - pyskl - INFO - Epoch [51][5900/7492] lr: 3.714e-02, eta: 4 days, 22:32:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5216, loss_cls: 8.0168, loss: 8.0168 2025-08-06 21:57:36,553 - pyskl - INFO - Epoch [51][6000/7492] lr: 3.714e-02, eta: 4 days, 22:31:37, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5194, loss_cls: 7.9630, loss: 7.9630 2025-08-06 21:58:35,163 - pyskl - INFO - Epoch [51][6100/7492] lr: 3.713e-02, eta: 4 days, 22:30:42, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5125, loss_cls: 8.0518, loss: 8.0518 2025-08-06 21:59:33,637 - pyskl - INFO - Epoch [51][6200/7492] lr: 3.712e-02, eta: 4 days, 22:29:47, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5241, loss_cls: 7.9622, loss: 7.9622 2025-08-06 22:00:31,534 - pyskl - INFO - Epoch [51][6300/7492] lr: 3.712e-02, eta: 4 days, 22:28:50, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5288, loss_cls: 8.0255, loss: 8.0255 2025-08-06 22:01:29,405 - pyskl - INFO - Epoch [51][6400/7492] lr: 3.711e-02, eta: 4 days, 22:27:54, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5234, loss_cls: 7.9658, loss: 7.9658 2025-08-06 22:02:27,761 - pyskl - INFO - Epoch [51][6500/7492] lr: 3.710e-02, eta: 4 days, 22:26:58, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5331, loss_cls: 7.9512, loss: 7.9512 2025-08-06 22:03:26,804 - pyskl - INFO - Epoch [51][6600/7492] lr: 3.710e-02, eta: 4 days, 22:26:04, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5253, loss_cls: 8.0427, loss: 8.0427 2025-08-06 22:04:25,973 - pyskl - INFO - Epoch [51][6700/7492] lr: 3.709e-02, eta: 4 days, 22:25:10, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5306, loss_cls: 7.9373, loss: 7.9373 2025-08-06 22:05:24,038 - pyskl - INFO - Epoch [51][6800/7492] lr: 3.709e-02, eta: 4 days, 22:24:14, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5319, loss_cls: 7.9202, loss: 7.9202 2025-08-06 22:06:22,003 - pyskl - INFO - Epoch [51][6900/7492] lr: 3.708e-02, eta: 4 days, 22:23:17, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5397, loss_cls: 7.9344, loss: 7.9344 2025-08-06 22:07:19,820 - pyskl - INFO - Epoch [51][7000/7492] lr: 3.707e-02, eta: 4 days, 22:22:21, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2666, top5_acc: 0.5216, loss_cls: 8.0345, loss: 8.0345 2025-08-06 22:08:17,086 - pyskl - INFO - Epoch [51][7100/7492] lr: 3.707e-02, eta: 4 days, 22:21:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5356, loss_cls: 7.9735, loss: 7.9735 2025-08-06 22:09:14,358 - pyskl - INFO - Epoch [51][7200/7492] lr: 3.706e-02, eta: 4 days, 22:20:25, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5347, loss_cls: 7.8670, loss: 7.8670 2025-08-06 22:10:11,260 - pyskl - INFO - Epoch [51][7300/7492] lr: 3.706e-02, eta: 4 days, 22:19:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5319, loss_cls: 7.9586, loss: 7.9586 2025-08-06 22:11:08,274 - pyskl - INFO - Epoch [51][7400/7492] lr: 3.705e-02, eta: 4 days, 22:18:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5238, loss_cls: 7.9348, loss: 7.9348 2025-08-06 22:12:02,000 - pyskl - INFO - Saving checkpoint at 51 epochs 2025-08-06 22:12:53,667 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 22:12:54,325 - pyskl - INFO - top1_acc 0.2327 top5_acc 0.4808 2025-08-06 22:12:54,325 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 22:12:54,372 - pyskl - INFO - mean_acc 0.2327 2025-08-06 22:12:54,385 - pyskl - INFO - Epoch(val) [51][617] top1_acc: 0.2327, top5_acc: 0.4808, mean_class_accuracy: 0.2327 2025-08-06 22:14:27,799 - pyskl - INFO - Epoch [52][100/7492] lr: 3.704e-02, eta: 4 days, 22:16:06, time: 0.934, data_time: 0.342, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5522, loss_cls: 7.7774, loss: 7.7774 2025-08-06 22:15:25,041 - pyskl - INFO - Epoch [52][200/7492] lr: 3.703e-02, eta: 4 days, 22:15:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5262, loss_cls: 7.9675, loss: 7.9675 2025-08-06 22:16:22,786 - pyskl - INFO - Epoch [52][300/7492] lr: 3.703e-02, eta: 4 days, 22:14:11, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5166, loss_cls: 8.0241, loss: 8.0241 2025-08-06 22:17:20,562 - pyskl - INFO - Epoch [52][400/7492] lr: 3.702e-02, eta: 4 days, 22:13:15, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5494, loss_cls: 7.7624, loss: 7.7624 2025-08-06 22:18:18,502 - pyskl - INFO - Epoch [52][500/7492] lr: 3.701e-02, eta: 4 days, 22:12:18, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5306, loss_cls: 7.9214, loss: 7.9214 2025-08-06 22:19:16,824 - pyskl - INFO - Epoch [52][600/7492] lr: 3.701e-02, eta: 4 days, 22:11:23, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5353, loss_cls: 7.8726, loss: 7.8726 2025-08-06 22:20:15,214 - pyskl - INFO - Epoch [52][700/7492] lr: 3.700e-02, eta: 4 days, 22:10:27, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5159, loss_cls: 8.0383, loss: 8.0383 2025-08-06 22:21:13,497 - pyskl - INFO - Epoch [52][800/7492] lr: 3.699e-02, eta: 4 days, 22:09:31, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5253, loss_cls: 7.9740, loss: 7.9740 2025-08-06 22:22:11,468 - pyskl - INFO - Epoch [52][900/7492] lr: 3.699e-02, eta: 4 days, 22:08:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5209, loss_cls: 7.9892, loss: 7.9892 2025-08-06 22:23:09,633 - pyskl - INFO - Epoch [52][1000/7492] lr: 3.698e-02, eta: 4 days, 22:07:39, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5200, loss_cls: 7.9712, loss: 7.9712 2025-08-06 22:24:08,098 - pyskl - INFO - Epoch [52][1100/7492] lr: 3.698e-02, eta: 4 days, 22:06:44, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5284, loss_cls: 7.9703, loss: 7.9703 2025-08-06 22:25:06,409 - pyskl - INFO - Epoch [52][1200/7492] lr: 3.697e-02, eta: 4 days, 22:05:48, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5266, loss_cls: 8.0191, loss: 8.0191 2025-08-06 22:26:05,476 - pyskl - INFO - Epoch [52][1300/7492] lr: 3.696e-02, eta: 4 days, 22:04:54, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2687, top5_acc: 0.5253, loss_cls: 8.0168, loss: 8.0168 2025-08-06 22:27:04,017 - pyskl - INFO - Epoch [52][1400/7492] lr: 3.696e-02, eta: 4 days, 22:03:59, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5384, loss_cls: 7.8876, loss: 7.8876 2025-08-06 22:28:02,297 - pyskl - INFO - Epoch [52][1500/7492] lr: 3.695e-02, eta: 4 days, 22:03:03, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5284, loss_cls: 7.9106, loss: 7.9106 2025-08-06 22:29:01,361 - pyskl - INFO - Epoch [52][1600/7492] lr: 3.695e-02, eta: 4 days, 22:02:09, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5384, loss_cls: 7.9117, loss: 7.9117 2025-08-06 22:29:59,913 - pyskl - INFO - Epoch [52][1700/7492] lr: 3.694e-02, eta: 4 days, 22:01:13, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5337, loss_cls: 7.8934, loss: 7.8934 2025-08-06 22:30:57,771 - pyskl - INFO - Epoch [52][1800/7492] lr: 3.693e-02, eta: 4 days, 22:00:17, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5353, loss_cls: 7.8548, loss: 7.8548 2025-08-06 22:31:55,593 - pyskl - INFO - Epoch [52][1900/7492] lr: 3.693e-02, eta: 4 days, 21:59:20, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2631, top5_acc: 0.5128, loss_cls: 7.9951, loss: 7.9951 2025-08-06 22:32:53,531 - pyskl - INFO - Epoch [52][2000/7492] lr: 3.692e-02, eta: 4 days, 21:58:24, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5297, loss_cls: 7.9442, loss: 7.9442 2025-08-06 22:33:50,190 - pyskl - INFO - Epoch [52][2100/7492] lr: 3.692e-02, eta: 4 days, 21:57:25, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5403, loss_cls: 7.8731, loss: 7.8731 2025-08-06 22:34:47,925 - pyskl - INFO - Epoch [52][2200/7492] lr: 3.691e-02, eta: 4 days, 21:56:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5275, loss_cls: 7.9902, loss: 7.9902 2025-08-06 22:35:46,520 - pyskl - INFO - Epoch [52][2300/7492] lr: 3.690e-02, eta: 4 days, 21:55:33, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5116, loss_cls: 8.0326, loss: 8.0326 2025-08-06 22:36:44,761 - pyskl - INFO - Epoch [52][2400/7492] lr: 3.690e-02, eta: 4 days, 21:54:37, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5225, loss_cls: 7.9552, loss: 7.9552 2025-08-06 22:37:43,813 - pyskl - INFO - Epoch [52][2500/7492] lr: 3.689e-02, eta: 4 days, 21:53:43, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5400, loss_cls: 7.8922, loss: 7.8922 2025-08-06 22:38:41,611 - pyskl - INFO - Epoch [52][2600/7492] lr: 3.688e-02, eta: 4 days, 21:52:46, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5381, loss_cls: 7.9343, loss: 7.9343 2025-08-06 22:39:39,706 - pyskl - INFO - Epoch [52][2700/7492] lr: 3.688e-02, eta: 4 days, 21:51:50, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 7.8773, loss: 7.8773 2025-08-06 22:40:37,997 - pyskl - INFO - Epoch [52][2800/7492] lr: 3.687e-02, eta: 4 days, 21:50:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5337, loss_cls: 7.9774, loss: 7.9774 2025-08-06 22:41:35,710 - pyskl - INFO - Epoch [52][2900/7492] lr: 3.687e-02, eta: 4 days, 21:49:57, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5309, loss_cls: 7.9288, loss: 7.9288 2025-08-06 22:42:33,999 - pyskl - INFO - Epoch [52][3000/7492] lr: 3.686e-02, eta: 4 days, 21:49:02, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5306, loss_cls: 7.9225, loss: 7.9225 2025-08-06 22:43:31,796 - pyskl - INFO - Epoch [52][3100/7492] lr: 3.685e-02, eta: 4 days, 21:48:05, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2678, top5_acc: 0.5100, loss_cls: 8.0711, loss: 8.0711 2025-08-06 22:44:28,476 - pyskl - INFO - Epoch [52][3200/7492] lr: 3.685e-02, eta: 4 days, 21:47:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5387, loss_cls: 7.8498, loss: 7.8498 2025-08-06 22:45:26,770 - pyskl - INFO - Epoch [52][3300/7492] lr: 3.684e-02, eta: 4 days, 21:46:10, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5437, loss_cls: 7.9471, loss: 7.9471 2025-08-06 22:46:25,851 - pyskl - INFO - Epoch [52][3400/7492] lr: 3.684e-02, eta: 4 days, 21:45:16, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5316, loss_cls: 8.0301, loss: 8.0301 2025-08-06 22:47:24,968 - pyskl - INFO - Epoch [52][3500/7492] lr: 3.683e-02, eta: 4 days, 21:44:22, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5253, loss_cls: 7.9662, loss: 7.9662 2025-08-06 22:48:23,004 - pyskl - INFO - Epoch [52][3600/7492] lr: 3.682e-02, eta: 4 days, 21:43:26, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5331, loss_cls: 7.8735, loss: 7.8735 2025-08-06 22:49:20,735 - pyskl - INFO - Epoch [52][3700/7492] lr: 3.682e-02, eta: 4 days, 21:42:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5347, loss_cls: 7.9593, loss: 7.9593 2025-08-06 22:50:19,145 - pyskl - INFO - Epoch [52][3800/7492] lr: 3.681e-02, eta: 4 days, 21:41:33, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5125, loss_cls: 7.9589, loss: 7.9589 2025-08-06 22:51:18,323 - pyskl - INFO - Epoch [52][3900/7492] lr: 3.680e-02, eta: 4 days, 21:40:39, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5078, loss_cls: 8.0325, loss: 8.0325 2025-08-06 22:52:17,544 - pyskl - INFO - Epoch [52][4000/7492] lr: 3.680e-02, eta: 4 days, 21:39:45, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5228, loss_cls: 7.9800, loss: 7.9800 2025-08-06 22:53:16,677 - pyskl - INFO - Epoch [52][4100/7492] lr: 3.679e-02, eta: 4 days, 21:38:51, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5284, loss_cls: 7.8653, loss: 7.8653 2025-08-06 22:54:14,074 - pyskl - INFO - Epoch [52][4200/7492] lr: 3.679e-02, eta: 4 days, 21:37:54, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5216, loss_cls: 7.9692, loss: 7.9692 2025-08-06 22:55:11,949 - pyskl - INFO - Epoch [52][4300/7492] lr: 3.678e-02, eta: 4 days, 21:36:57, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5337, loss_cls: 7.9400, loss: 7.9400 2025-08-06 22:56:11,099 - pyskl - INFO - Epoch [52][4400/7492] lr: 3.677e-02, eta: 4 days, 21:36:03, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5153, loss_cls: 7.9694, loss: 7.9694 2025-08-06 22:57:09,752 - pyskl - INFO - Epoch [52][4500/7492] lr: 3.677e-02, eta: 4 days, 21:35:08, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5200, loss_cls: 8.0210, loss: 8.0210 2025-08-06 22:58:08,521 - pyskl - INFO - Epoch [52][4600/7492] lr: 3.676e-02, eta: 4 days, 21:34:13, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5278, loss_cls: 7.9968, loss: 7.9968 2025-08-06 22:59:06,121 - pyskl - INFO - Epoch [52][4700/7492] lr: 3.676e-02, eta: 4 days, 21:33:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5212, loss_cls: 8.0615, loss: 8.0615 2025-08-06 23:00:03,991 - pyskl - INFO - Epoch [52][4800/7492] lr: 3.675e-02, eta: 4 days, 21:32:20, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5209, loss_cls: 7.9665, loss: 7.9665 2025-08-06 23:01:02,529 - pyskl - INFO - Epoch [52][4900/7492] lr: 3.674e-02, eta: 4 days, 21:31:24, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5131, loss_cls: 7.9605, loss: 7.9605 2025-08-06 23:02:01,659 - pyskl - INFO - Epoch [52][5000/7492] lr: 3.674e-02, eta: 4 days, 21:30:30, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5191, loss_cls: 7.9902, loss: 7.9902 2025-08-06 23:03:00,029 - pyskl - INFO - Epoch [52][5100/7492] lr: 3.673e-02, eta: 4 days, 21:29:34, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5284, loss_cls: 7.9800, loss: 7.9800 2025-08-06 23:03:58,823 - pyskl - INFO - Epoch [52][5200/7492] lr: 3.672e-02, eta: 4 days, 21:28:40, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5444, loss_cls: 7.8811, loss: 7.8811 2025-08-06 23:04:57,107 - pyskl - INFO - Epoch [52][5300/7492] lr: 3.672e-02, eta: 4 days, 21:27:44, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5322, loss_cls: 8.0371, loss: 8.0371 2025-08-06 23:05:55,578 - pyskl - INFO - Epoch [52][5400/7492] lr: 3.671e-02, eta: 4 days, 21:26:48, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5272, loss_cls: 7.9072, loss: 7.9072 2025-08-06 23:06:53,803 - pyskl - INFO - Epoch [52][5500/7492] lr: 3.671e-02, eta: 4 days, 21:25:53, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5275, loss_cls: 7.9755, loss: 7.9755 2025-08-06 23:07:52,662 - pyskl - INFO - Epoch [52][5600/7492] lr: 3.670e-02, eta: 4 days, 21:24:58, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5297, loss_cls: 7.9532, loss: 7.9532 2025-08-06 23:08:51,049 - pyskl - INFO - Epoch [52][5700/7492] lr: 3.669e-02, eta: 4 days, 21:24:02, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5256, loss_cls: 7.9741, loss: 7.9741 2025-08-06 23:09:50,152 - pyskl - INFO - Epoch [52][5800/7492] lr: 3.669e-02, eta: 4 days, 21:23:08, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5219, loss_cls: 7.9730, loss: 7.9730 2025-08-06 23:10:49,501 - pyskl - INFO - Epoch [52][5900/7492] lr: 3.668e-02, eta: 4 days, 21:22:14, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5256, loss_cls: 7.9399, loss: 7.9399 2025-08-06 23:11:48,673 - pyskl - INFO - Epoch [52][6000/7492] lr: 3.667e-02, eta: 4 days, 21:21:20, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5069, loss_cls: 8.0968, loss: 8.0968 2025-08-06 23:12:47,641 - pyskl - INFO - Epoch [52][6100/7492] lr: 3.667e-02, eta: 4 days, 21:20:26, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5219, loss_cls: 8.0367, loss: 8.0367 2025-08-06 23:13:46,347 - pyskl - INFO - Epoch [52][6200/7492] lr: 3.666e-02, eta: 4 days, 21:19:31, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5250, loss_cls: 8.0346, loss: 8.0346 2025-08-06 23:14:45,358 - pyskl - INFO - Epoch [52][6300/7492] lr: 3.666e-02, eta: 4 days, 21:18:36, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5381, loss_cls: 7.8471, loss: 7.8471 2025-08-06 23:15:44,082 - pyskl - INFO - Epoch [52][6400/7492] lr: 3.665e-02, eta: 4 days, 21:17:41, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5353, loss_cls: 7.8335, loss: 7.8335 2025-08-06 23:16:42,965 - pyskl - INFO - Epoch [52][6500/7492] lr: 3.664e-02, eta: 4 days, 21:16:47, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5244, loss_cls: 7.8946, loss: 7.8946 2025-08-06 23:17:42,158 - pyskl - INFO - Epoch [52][6600/7492] lr: 3.664e-02, eta: 4 days, 21:15:52, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5259, loss_cls: 7.9689, loss: 7.9689 2025-08-06 23:18:41,453 - pyskl - INFO - Epoch [52][6700/7492] lr: 3.663e-02, eta: 4 days, 21:14:59, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2831, top5_acc: 0.5247, loss_cls: 7.9428, loss: 7.9428 2025-08-06 23:19:40,002 - pyskl - INFO - Epoch [52][6800/7492] lr: 3.663e-02, eta: 4 days, 21:14:03, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5353, loss_cls: 7.9387, loss: 7.9387 2025-08-06 23:20:38,092 - pyskl - INFO - Epoch [52][6900/7492] lr: 3.662e-02, eta: 4 days, 21:13:07, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5119, loss_cls: 7.9326, loss: 7.9326 2025-08-06 23:21:35,392 - pyskl - INFO - Epoch [52][7000/7492] lr: 3.661e-02, eta: 4 days, 21:12:09, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5472, loss_cls: 7.8106, loss: 7.8106 2025-08-06 23:22:32,963 - pyskl - INFO - Epoch [52][7100/7492] lr: 3.661e-02, eta: 4 days, 21:11:12, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5278, loss_cls: 7.9169, loss: 7.9169 2025-08-06 23:23:30,942 - pyskl - INFO - Epoch [52][7200/7492] lr: 3.660e-02, eta: 4 days, 21:10:16, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5325, loss_cls: 7.9443, loss: 7.9443 2025-08-06 23:24:29,539 - pyskl - INFO - Epoch [52][7300/7492] lr: 3.659e-02, eta: 4 days, 21:09:21, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5300, loss_cls: 7.9892, loss: 7.9892 2025-08-06 23:25:28,505 - pyskl - INFO - Epoch [52][7400/7492] lr: 3.659e-02, eta: 4 days, 21:08:26, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5350, loss_cls: 7.9711, loss: 7.9711 2025-08-06 23:26:24,333 - pyskl - INFO - Saving checkpoint at 52 epochs 2025-08-06 23:27:15,759 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-06 23:27:16,418 - pyskl - INFO - top1_acc 0.2435 top5_acc 0.4859 2025-08-06 23:27:16,419 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-06 23:27:16,477 - pyskl - INFO - mean_acc 0.2431 2025-08-06 23:27:16,539 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_48.pth was removed 2025-08-06 23:27:18,134 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_52.pth. 2025-08-06 23:27:18,135 - pyskl - INFO - Best top1_acc is 0.2435 at 52 epoch. 2025-08-06 23:27:18,152 - pyskl - INFO - Epoch(val) [52][617] top1_acc: 0.2435, top5_acc: 0.4859, mean_class_accuracy: 0.2431 2025-08-06 23:28:49,564 - pyskl - INFO - Epoch [53][100/7492] lr: 3.658e-02, eta: 4 days, 21:06:00, time: 0.914, data_time: 0.332, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5356, loss_cls: 7.9158, loss: 7.9158 2025-08-06 23:29:46,590 - pyskl - INFO - Epoch [53][200/7492] lr: 3.657e-02, eta: 4 days, 21:05:02, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5394, loss_cls: 7.8747, loss: 7.8747 2025-08-06 23:30:43,746 - pyskl - INFO - Epoch [53][300/7492] lr: 3.656e-02, eta: 4 days, 21:04:04, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5513, loss_cls: 7.8403, loss: 7.8403 2025-08-06 23:31:42,793 - pyskl - INFO - Epoch [53][400/7492] lr: 3.656e-02, eta: 4 days, 21:03:10, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5344, loss_cls: 7.9403, loss: 7.9403 2025-08-06 23:32:40,146 - pyskl - INFO - Epoch [53][500/7492] lr: 3.655e-02, eta: 4 days, 21:02:12, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5297, loss_cls: 7.9008, loss: 7.9008 2025-08-06 23:33:37,205 - pyskl - INFO - Epoch [53][600/7492] lr: 3.655e-02, eta: 4 days, 21:01:14, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5341, loss_cls: 7.9845, loss: 7.9845 2025-08-06 23:34:34,622 - pyskl - INFO - Epoch [53][700/7492] lr: 3.654e-02, eta: 4 days, 21:00:17, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5378, loss_cls: 7.9062, loss: 7.9062 2025-08-06 23:35:32,578 - pyskl - INFO - Epoch [53][800/7492] lr: 3.653e-02, eta: 4 days, 20:59:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5194, loss_cls: 7.9878, loss: 7.9878 2025-08-06 23:36:31,388 - pyskl - INFO - Epoch [53][900/7492] lr: 3.653e-02, eta: 4 days, 20:58:25, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5306, loss_cls: 7.9877, loss: 7.9877 2025-08-06 23:37:29,371 - pyskl - INFO - Epoch [53][1000/7492] lr: 3.652e-02, eta: 4 days, 20:57:29, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5322, loss_cls: 7.8866, loss: 7.8866 2025-08-06 23:38:26,210 - pyskl - INFO - Epoch [53][1100/7492] lr: 3.651e-02, eta: 4 days, 20:56:31, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5363, loss_cls: 7.9313, loss: 7.9313 2025-08-06 23:39:25,011 - pyskl - INFO - Epoch [53][1200/7492] lr: 3.651e-02, eta: 4 days, 20:55:36, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5372, loss_cls: 7.8380, loss: 7.8380 2025-08-06 23:40:21,983 - pyskl - INFO - Epoch [53][1300/7492] lr: 3.650e-02, eta: 4 days, 20:54:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5144, loss_cls: 8.0260, loss: 8.0260 2025-08-06 23:41:18,987 - pyskl - INFO - Epoch [53][1400/7492] lr: 3.650e-02, eta: 4 days, 20:53:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5316, loss_cls: 7.9512, loss: 7.9512 2025-08-06 23:42:16,820 - pyskl - INFO - Epoch [53][1500/7492] lr: 3.649e-02, eta: 4 days, 20:52:43, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5444, loss_cls: 7.9003, loss: 7.9003 2025-08-06 23:43:13,822 - pyskl - INFO - Epoch [53][1600/7492] lr: 3.648e-02, eta: 4 days, 20:51:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5394, loss_cls: 7.9442, loss: 7.9442 2025-08-06 23:44:10,737 - pyskl - INFO - Epoch [53][1700/7492] lr: 3.648e-02, eta: 4 days, 20:50:46, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 7.9811, loss: 7.9811 2025-08-06 23:45:07,594 - pyskl - INFO - Epoch [53][1800/7492] lr: 3.647e-02, eta: 4 days, 20:49:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5363, loss_cls: 7.8341, loss: 7.8341 2025-08-06 23:46:04,973 - pyskl - INFO - Epoch [53][1900/7492] lr: 3.646e-02, eta: 4 days, 20:48:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5100, loss_cls: 8.0134, loss: 8.0134 2025-08-06 23:47:03,310 - pyskl - INFO - Epoch [53][2000/7492] lr: 3.646e-02, eta: 4 days, 20:47:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5206, loss_cls: 7.9534, loss: 7.9534 2025-08-06 23:48:02,250 - pyskl - INFO - Epoch [53][2100/7492] lr: 3.645e-02, eta: 4 days, 20:47:00, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5316, loss_cls: 7.9522, loss: 7.9522 2025-08-06 23:49:00,669 - pyskl - INFO - Epoch [53][2200/7492] lr: 3.645e-02, eta: 4 days, 20:46:04, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5303, loss_cls: 7.9667, loss: 7.9667 2025-08-06 23:49:59,114 - pyskl - INFO - Epoch [53][2300/7492] lr: 3.644e-02, eta: 4 days, 20:45:08, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5391, loss_cls: 7.8546, loss: 7.8546 2025-08-06 23:50:55,764 - pyskl - INFO - Epoch [53][2400/7492] lr: 3.643e-02, eta: 4 days, 20:44:10, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5306, loss_cls: 7.8870, loss: 7.8870 2025-08-06 23:51:53,415 - pyskl - INFO - Epoch [53][2500/7492] lr: 3.643e-02, eta: 4 days, 20:43:13, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5431, loss_cls: 7.8827, loss: 7.8827 2025-08-06 23:52:52,218 - pyskl - INFO - Epoch [53][2600/7492] lr: 3.642e-02, eta: 4 days, 20:42:18, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5309, loss_cls: 7.9426, loss: 7.9426 2025-08-06 23:53:49,140 - pyskl - INFO - Epoch [53][2700/7492] lr: 3.641e-02, eta: 4 days, 20:41:19, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5397, loss_cls: 7.9548, loss: 7.9548 2025-08-06 23:54:47,489 - pyskl - INFO - Epoch [53][2800/7492] lr: 3.641e-02, eta: 4 days, 20:40:24, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5444, loss_cls: 7.8352, loss: 7.8352 2025-08-06 23:55:46,181 - pyskl - INFO - Epoch [53][2900/7492] lr: 3.640e-02, eta: 4 days, 20:39:29, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5428, loss_cls: 7.8699, loss: 7.8699 2025-08-06 23:56:45,175 - pyskl - INFO - Epoch [53][3000/7492] lr: 3.640e-02, eta: 4 days, 20:38:34, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5231, loss_cls: 8.0200, loss: 8.0200 2025-08-06 23:57:43,638 - pyskl - INFO - Epoch [53][3100/7492] lr: 3.639e-02, eta: 4 days, 20:37:39, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5225, loss_cls: 8.0391, loss: 8.0391 2025-08-06 23:58:41,397 - pyskl - INFO - Epoch [53][3200/7492] lr: 3.638e-02, eta: 4 days, 20:36:42, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2600, top5_acc: 0.5100, loss_cls: 8.0582, loss: 8.0582 2025-08-06 23:59:38,346 - pyskl - INFO - Epoch [53][3300/7492] lr: 3.638e-02, eta: 4 days, 20:35:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5269, loss_cls: 7.8578, loss: 7.8578 2025-08-07 00:00:36,149 - pyskl - INFO - Epoch [53][3400/7492] lr: 3.637e-02, eta: 4 days, 20:34:47, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5300, loss_cls: 7.8727, loss: 7.8727 2025-08-07 00:01:34,790 - pyskl - INFO - Epoch [53][3500/7492] lr: 3.637e-02, eta: 4 days, 20:33:52, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5206, loss_cls: 7.9119, loss: 7.9119 2025-08-07 00:02:33,119 - pyskl - INFO - Epoch [53][3600/7492] lr: 3.636e-02, eta: 4 days, 20:32:56, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5319, loss_cls: 7.8947, loss: 7.8947 2025-08-07 00:03:31,698 - pyskl - INFO - Epoch [53][3700/7492] lr: 3.635e-02, eta: 4 days, 20:32:01, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5150, loss_cls: 7.9376, loss: 7.9376 2025-08-07 00:04:30,310 - pyskl - INFO - Epoch [53][3800/7492] lr: 3.635e-02, eta: 4 days, 20:31:05, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5363, loss_cls: 7.9162, loss: 7.9162 2025-08-07 00:05:28,636 - pyskl - INFO - Epoch [53][3900/7492] lr: 3.634e-02, eta: 4 days, 20:30:10, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5178, loss_cls: 8.0691, loss: 8.0691 2025-08-07 00:06:27,994 - pyskl - INFO - Epoch [53][4000/7492] lr: 3.633e-02, eta: 4 days, 20:29:16, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5378, loss_cls: 7.9227, loss: 7.9227 2025-08-07 00:07:27,136 - pyskl - INFO - Epoch [53][4100/7492] lr: 3.633e-02, eta: 4 days, 20:28:21, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5259, loss_cls: 7.9677, loss: 7.9677 2025-08-07 00:08:25,718 - pyskl - INFO - Epoch [53][4200/7492] lr: 3.632e-02, eta: 4 days, 20:27:26, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5244, loss_cls: 7.9806, loss: 7.9806 2025-08-07 00:09:22,664 - pyskl - INFO - Epoch [53][4300/7492] lr: 3.632e-02, eta: 4 days, 20:26:28, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5244, loss_cls: 7.9758, loss: 7.9758 2025-08-07 00:10:20,117 - pyskl - INFO - Epoch [53][4400/7492] lr: 3.631e-02, eta: 4 days, 20:25:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 7.9115, loss: 7.9115 2025-08-07 00:11:18,187 - pyskl - INFO - Epoch [53][4500/7492] lr: 3.630e-02, eta: 4 days, 20:24:34, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5416, loss_cls: 7.9768, loss: 7.9768 2025-08-07 00:12:15,367 - pyskl - INFO - Epoch [53][4600/7492] lr: 3.630e-02, eta: 4 days, 20:23:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5272, loss_cls: 7.9662, loss: 7.9662 2025-08-07 00:13:12,365 - pyskl - INFO - Epoch [53][4700/7492] lr: 3.629e-02, eta: 4 days, 20:22:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5288, loss_cls: 7.9325, loss: 7.9325 2025-08-07 00:14:09,846 - pyskl - INFO - Epoch [53][4800/7492] lr: 3.628e-02, eta: 4 days, 20:21:41, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5244, loss_cls: 7.8764, loss: 7.8764 2025-08-07 00:15:08,335 - pyskl - INFO - Epoch [53][4900/7492] lr: 3.628e-02, eta: 4 days, 20:20:45, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5331, loss_cls: 7.8617, loss: 7.8617 2025-08-07 00:16:06,660 - pyskl - INFO - Epoch [53][5000/7492] lr: 3.627e-02, eta: 4 days, 20:19:49, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5353, loss_cls: 7.8928, loss: 7.8928 2025-08-07 00:17:05,846 - pyskl - INFO - Epoch [53][5100/7492] lr: 3.627e-02, eta: 4 days, 20:18:55, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5256, loss_cls: 8.0007, loss: 8.0007 2025-08-07 00:18:04,885 - pyskl - INFO - Epoch [53][5200/7492] lr: 3.626e-02, eta: 4 days, 20:18:01, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5334, loss_cls: 7.8857, loss: 7.8857 2025-08-07 00:19:01,639 - pyskl - INFO - Epoch [53][5300/7492] lr: 3.625e-02, eta: 4 days, 20:17:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5216, loss_cls: 7.9612, loss: 7.9612 2025-08-07 00:20:00,226 - pyskl - INFO - Epoch [53][5400/7492] lr: 3.625e-02, eta: 4 days, 20:16:07, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5325, loss_cls: 7.9494, loss: 7.9494 2025-08-07 00:20:58,762 - pyskl - INFO - Epoch [53][5500/7492] lr: 3.624e-02, eta: 4 days, 20:15:11, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5353, loss_cls: 7.8793, loss: 7.8793 2025-08-07 00:21:57,609 - pyskl - INFO - Epoch [53][5600/7492] lr: 3.623e-02, eta: 4 days, 20:14:17, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5275, loss_cls: 7.9672, loss: 7.9672 2025-08-07 00:22:55,802 - pyskl - INFO - Epoch [53][5700/7492] lr: 3.623e-02, eta: 4 days, 20:13:21, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 8.0076, loss: 8.0076 2025-08-07 00:23:53,642 - pyskl - INFO - Epoch [53][5800/7492] lr: 3.622e-02, eta: 4 days, 20:12:24, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5262, loss_cls: 7.9784, loss: 7.9784 2025-08-07 00:24:51,401 - pyskl - INFO - Epoch [53][5900/7492] lr: 3.622e-02, eta: 4 days, 20:11:27, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5194, loss_cls: 7.9875, loss: 7.9875 2025-08-07 00:25:49,846 - pyskl - INFO - Epoch [53][6000/7492] lr: 3.621e-02, eta: 4 days, 20:10:32, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5331, loss_cls: 7.9411, loss: 7.9411 2025-08-07 00:26:48,795 - pyskl - INFO - Epoch [53][6100/7492] lr: 3.620e-02, eta: 4 days, 20:09:37, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5337, loss_cls: 7.9545, loss: 7.9545 2025-08-07 00:27:46,124 - pyskl - INFO - Epoch [53][6200/7492] lr: 3.620e-02, eta: 4 days, 20:08:39, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5297, loss_cls: 7.9823, loss: 7.9823 2025-08-07 00:28:44,202 - pyskl - INFO - Epoch [53][6300/7492] lr: 3.619e-02, eta: 4 days, 20:07:43, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5463, loss_cls: 7.8000, loss: 7.8000 2025-08-07 00:29:43,170 - pyskl - INFO - Epoch [53][6400/7492] lr: 3.618e-02, eta: 4 days, 20:06:48, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5384, loss_cls: 7.9243, loss: 7.9243 2025-08-07 00:30:41,762 - pyskl - INFO - Epoch [53][6500/7492] lr: 3.618e-02, eta: 4 days, 20:05:53, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2756, top5_acc: 0.5219, loss_cls: 7.9363, loss: 7.9363 2025-08-07 00:31:39,932 - pyskl - INFO - Epoch [53][6600/7492] lr: 3.617e-02, eta: 4 days, 20:04:57, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5259, loss_cls: 7.8897, loss: 7.8897 2025-08-07 00:32:38,101 - pyskl - INFO - Epoch [53][6700/7492] lr: 3.617e-02, eta: 4 days, 20:04:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5331, loss_cls: 7.9500, loss: 7.9500 2025-08-07 00:33:36,447 - pyskl - INFO - Epoch [53][6800/7492] lr: 3.616e-02, eta: 4 days, 20:03:05, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5325, loss_cls: 7.8905, loss: 7.8905 2025-08-07 00:34:34,094 - pyskl - INFO - Epoch [53][6900/7492] lr: 3.615e-02, eta: 4 days, 20:02:08, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2722, top5_acc: 0.5241, loss_cls: 7.9734, loss: 7.9734 2025-08-07 00:35:32,469 - pyskl - INFO - Epoch [53][7000/7492] lr: 3.615e-02, eta: 4 days, 20:01:12, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2572, top5_acc: 0.5156, loss_cls: 8.0290, loss: 8.0290 2025-08-07 00:36:30,746 - pyskl - INFO - Epoch [53][7100/7492] lr: 3.614e-02, eta: 4 days, 20:00:16, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5397, loss_cls: 7.9063, loss: 7.9063 2025-08-07 00:37:28,487 - pyskl - INFO - Epoch [53][7200/7492] lr: 3.613e-02, eta: 4 days, 19:59:20, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5109, loss_cls: 8.1010, loss: 8.1010 2025-08-07 00:38:26,237 - pyskl - INFO - Epoch [53][7300/7492] lr: 3.613e-02, eta: 4 days, 19:58:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5306, loss_cls: 7.9368, loss: 7.9368 2025-08-07 00:39:24,550 - pyskl - INFO - Epoch [53][7400/7492] lr: 3.612e-02, eta: 4 days, 19:57:27, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5353, loss_cls: 7.8287, loss: 7.8287 2025-08-07 00:40:20,581 - pyskl - INFO - Saving checkpoint at 53 epochs 2025-08-07 00:41:11,013 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 00:41:11,670 - pyskl - INFO - top1_acc 0.2258 top5_acc 0.4675 2025-08-07 00:41:11,671 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 00:41:11,713 - pyskl - INFO - mean_acc 0.2257 2025-08-07 00:41:11,725 - pyskl - INFO - Epoch(val) [53][617] top1_acc: 0.2258, top5_acc: 0.4675, mean_class_accuracy: 0.2257 2025-08-07 00:42:44,707 - pyskl - INFO - Epoch [54][100/7492] lr: 3.611e-02, eta: 4 days, 19:55:05, time: 0.930, data_time: 0.331, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5444, loss_cls: 7.8225, loss: 7.8225 2025-08-07 00:43:41,873 - pyskl - INFO - Epoch [54][200/7492] lr: 3.610e-02, eta: 4 days, 19:54:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5144, loss_cls: 7.9557, loss: 7.9557 2025-08-07 00:44:39,267 - pyskl - INFO - Epoch [54][300/7492] lr: 3.610e-02, eta: 4 days, 19:53:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5231, loss_cls: 7.8956, loss: 7.8956 2025-08-07 00:45:35,787 - pyskl - INFO - Epoch [54][400/7492] lr: 3.609e-02, eta: 4 days, 19:52:10, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5359, loss_cls: 7.7507, loss: 7.7507 2025-08-07 00:46:33,309 - pyskl - INFO - Epoch [54][500/7492] lr: 3.608e-02, eta: 4 days, 19:51:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5422, loss_cls: 7.8325, loss: 7.8325 2025-08-07 00:47:30,203 - pyskl - INFO - Epoch [54][600/7492] lr: 3.608e-02, eta: 4 days, 19:50:15, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5481, loss_cls: 7.8447, loss: 7.8447 2025-08-07 00:48:27,332 - pyskl - INFO - Epoch [54][700/7492] lr: 3.607e-02, eta: 4 days, 19:49:17, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5256, loss_cls: 7.8928, loss: 7.8928 2025-08-07 00:49:26,089 - pyskl - INFO - Epoch [54][800/7492] lr: 3.607e-02, eta: 4 days, 19:48:22, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5191, loss_cls: 7.9328, loss: 7.9328 2025-08-07 00:50:25,484 - pyskl - INFO - Epoch [54][900/7492] lr: 3.606e-02, eta: 4 days, 19:47:28, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5272, loss_cls: 7.9422, loss: 7.9422 2025-08-07 00:51:24,287 - pyskl - INFO - Epoch [54][1000/7492] lr: 3.605e-02, eta: 4 days, 19:46:33, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5294, loss_cls: 7.8489, loss: 7.8489 2025-08-07 00:52:22,829 - pyskl - INFO - Epoch [54][1100/7492] lr: 3.605e-02, eta: 4 days, 19:45:38, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5463, loss_cls: 7.8876, loss: 7.8876 2025-08-07 00:53:20,337 - pyskl - INFO - Epoch [54][1200/7492] lr: 3.604e-02, eta: 4 days, 19:44:40, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5297, loss_cls: 7.8712, loss: 7.8712 2025-08-07 00:54:19,334 - pyskl - INFO - Epoch [54][1300/7492] lr: 3.603e-02, eta: 4 days, 19:43:46, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5269, loss_cls: 7.9614, loss: 7.9614 2025-08-07 00:55:18,346 - pyskl - INFO - Epoch [54][1400/7492] lr: 3.603e-02, eta: 4 days, 19:42:51, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5256, loss_cls: 7.9859, loss: 7.9859 2025-08-07 00:56:15,591 - pyskl - INFO - Epoch [54][1500/7492] lr: 3.602e-02, eta: 4 days, 19:41:53, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5312, loss_cls: 7.9302, loss: 7.9302 2025-08-07 00:57:13,483 - pyskl - INFO - Epoch [54][1600/7492] lr: 3.602e-02, eta: 4 days, 19:40:57, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5422, loss_cls: 7.8721, loss: 7.8721 2025-08-07 00:58:12,031 - pyskl - INFO - Epoch [54][1700/7492] lr: 3.601e-02, eta: 4 days, 19:40:01, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5331, loss_cls: 7.9179, loss: 7.9179 2025-08-07 00:59:10,504 - pyskl - INFO - Epoch [54][1800/7492] lr: 3.600e-02, eta: 4 days, 19:39:06, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5397, loss_cls: 7.8167, loss: 7.8167 2025-08-07 01:00:09,255 - pyskl - INFO - Epoch [54][1900/7492] lr: 3.600e-02, eta: 4 days, 19:38:11, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5363, loss_cls: 7.8224, loss: 7.8224 2025-08-07 01:01:08,103 - pyskl - INFO - Epoch [54][2000/7492] lr: 3.599e-02, eta: 4 days, 19:37:16, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5359, loss_cls: 7.9545, loss: 7.9545 2025-08-07 01:02:06,395 - pyskl - INFO - Epoch [54][2100/7492] lr: 3.598e-02, eta: 4 days, 19:36:20, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5328, loss_cls: 7.9052, loss: 7.9052 2025-08-07 01:03:03,777 - pyskl - INFO - Epoch [54][2200/7492] lr: 3.598e-02, eta: 4 days, 19:35:23, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5269, loss_cls: 7.9853, loss: 7.9853 2025-08-07 01:04:02,685 - pyskl - INFO - Epoch [54][2300/7492] lr: 3.597e-02, eta: 4 days, 19:34:28, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5309, loss_cls: 7.9053, loss: 7.9053 2025-08-07 01:05:01,660 - pyskl - INFO - Epoch [54][2400/7492] lr: 3.597e-02, eta: 4 days, 19:33:33, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2594, top5_acc: 0.5106, loss_cls: 8.0329, loss: 8.0329 2025-08-07 01:06:00,179 - pyskl - INFO - Epoch [54][2500/7492] lr: 3.596e-02, eta: 4 days, 19:32:38, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5306, loss_cls: 7.8829, loss: 7.8829 2025-08-07 01:06:58,075 - pyskl - INFO - Epoch [54][2600/7492] lr: 3.595e-02, eta: 4 days, 19:31:41, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5466, loss_cls: 7.8189, loss: 7.8189 2025-08-07 01:07:55,122 - pyskl - INFO - Epoch [54][2700/7492] lr: 3.595e-02, eta: 4 days, 19:30:43, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5241, loss_cls: 7.9546, loss: 7.9546 2025-08-07 01:08:52,701 - pyskl - INFO - Epoch [54][2800/7492] lr: 3.594e-02, eta: 4 days, 19:29:46, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5347, loss_cls: 7.9089, loss: 7.9089 2025-08-07 01:09:49,561 - pyskl - INFO - Epoch [54][2900/7492] lr: 3.593e-02, eta: 4 days, 19:28:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5481, loss_cls: 7.9093, loss: 7.9093 2025-08-07 01:10:46,267 - pyskl - INFO - Epoch [54][3000/7492] lr: 3.593e-02, eta: 4 days, 19:27:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5234, loss_cls: 7.9758, loss: 7.9758 2025-08-07 01:11:42,935 - pyskl - INFO - Epoch [54][3100/7492] lr: 3.592e-02, eta: 4 days, 19:26:50, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5272, loss_cls: 7.9098, loss: 7.9098 2025-08-07 01:12:39,572 - pyskl - INFO - Epoch [54][3200/7492] lr: 3.592e-02, eta: 4 days, 19:25:51, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5369, loss_cls: 7.9032, loss: 7.9032 2025-08-07 01:13:37,745 - pyskl - INFO - Epoch [54][3300/7492] lr: 3.591e-02, eta: 4 days, 19:24:55, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5413, loss_cls: 7.9318, loss: 7.9318 2025-08-07 01:14:35,503 - pyskl - INFO - Epoch [54][3400/7492] lr: 3.590e-02, eta: 4 days, 19:23:58, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5266, loss_cls: 7.9494, loss: 7.9494 2025-08-07 01:15:32,327 - pyskl - INFO - Epoch [54][3500/7492] lr: 3.590e-02, eta: 4 days, 19:22:59, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5284, loss_cls: 7.9126, loss: 7.9126 2025-08-07 01:16:30,074 - pyskl - INFO - Epoch [54][3600/7492] lr: 3.589e-02, eta: 4 days, 19:22:02, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2731, top5_acc: 0.5309, loss_cls: 7.9009, loss: 7.9009 2025-08-07 01:17:27,458 - pyskl - INFO - Epoch [54][3700/7492] lr: 3.588e-02, eta: 4 days, 19:21:05, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2619, top5_acc: 0.5178, loss_cls: 8.0545, loss: 8.0545 2025-08-07 01:18:24,542 - pyskl - INFO - Epoch [54][3800/7492] lr: 3.588e-02, eta: 4 days, 19:20:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5266, loss_cls: 7.9835, loss: 7.9835 2025-08-07 01:19:21,627 - pyskl - INFO - Epoch [54][3900/7492] lr: 3.587e-02, eta: 4 days, 19:19:09, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2622, top5_acc: 0.5234, loss_cls: 8.0364, loss: 8.0364 2025-08-07 01:20:20,332 - pyskl - INFO - Epoch [54][4000/7492] lr: 3.586e-02, eta: 4 days, 19:18:14, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5337, loss_cls: 7.8997, loss: 7.8997 2025-08-07 01:21:19,360 - pyskl - INFO - Epoch [54][4100/7492] lr: 3.586e-02, eta: 4 days, 19:17:19, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5294, loss_cls: 7.9407, loss: 7.9407 2025-08-07 01:22:18,485 - pyskl - INFO - Epoch [54][4200/7492] lr: 3.585e-02, eta: 4 days, 19:16:25, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5434, loss_cls: 7.8397, loss: 7.8397 2025-08-07 01:23:15,726 - pyskl - INFO - Epoch [54][4300/7492] lr: 3.585e-02, eta: 4 days, 19:15:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5525, loss_cls: 7.7676, loss: 7.7676 2025-08-07 01:24:13,282 - pyskl - INFO - Epoch [54][4400/7492] lr: 3.584e-02, eta: 4 days, 19:14:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5272, loss_cls: 7.9740, loss: 7.9740 2025-08-07 01:25:12,337 - pyskl - INFO - Epoch [54][4500/7492] lr: 3.583e-02, eta: 4 days, 19:13:35, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5284, loss_cls: 7.8850, loss: 7.8850 2025-08-07 01:26:10,729 - pyskl - INFO - Epoch [54][4600/7492] lr: 3.583e-02, eta: 4 days, 19:12:39, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5284, loss_cls: 7.9919, loss: 7.9919 2025-08-07 01:27:08,683 - pyskl - INFO - Epoch [54][4700/7492] lr: 3.582e-02, eta: 4 days, 19:11:43, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5316, loss_cls: 7.9662, loss: 7.9662 2025-08-07 01:28:07,226 - pyskl - INFO - Epoch [54][4800/7492] lr: 3.581e-02, eta: 4 days, 19:10:48, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5278, loss_cls: 7.8903, loss: 7.8903 2025-08-07 01:29:05,216 - pyskl - INFO - Epoch [54][4900/7492] lr: 3.581e-02, eta: 4 days, 19:09:51, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5278, loss_cls: 8.0000, loss: 8.0000 2025-08-07 01:30:04,130 - pyskl - INFO - Epoch [54][5000/7492] lr: 3.580e-02, eta: 4 days, 19:08:56, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5341, loss_cls: 7.9101, loss: 7.9101 2025-08-07 01:31:03,048 - pyskl - INFO - Epoch [54][5100/7492] lr: 3.580e-02, eta: 4 days, 19:08:01, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5266, loss_cls: 7.9502, loss: 7.9502 2025-08-07 01:32:00,983 - pyskl - INFO - Epoch [54][5200/7492] lr: 3.579e-02, eta: 4 days, 19:07:05, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5216, loss_cls: 7.9047, loss: 7.9047 2025-08-07 01:32:58,837 - pyskl - INFO - Epoch [54][5300/7492] lr: 3.578e-02, eta: 4 days, 19:06:08, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5238, loss_cls: 7.9947, loss: 7.9947 2025-08-07 01:33:56,147 - pyskl - INFO - Epoch [54][5400/7492] lr: 3.578e-02, eta: 4 days, 19:05:11, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5337, loss_cls: 7.8780, loss: 7.8780 2025-08-07 01:34:52,848 - pyskl - INFO - Epoch [54][5500/7492] lr: 3.577e-02, eta: 4 days, 19:04:12, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5228, loss_cls: 7.9197, loss: 7.9197 2025-08-07 01:35:49,891 - pyskl - INFO - Epoch [54][5600/7492] lr: 3.576e-02, eta: 4 days, 19:03:14, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5347, loss_cls: 7.9408, loss: 7.9408 2025-08-07 01:36:46,948 - pyskl - INFO - Epoch [54][5700/7492] lr: 3.576e-02, eta: 4 days, 19:02:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5241, loss_cls: 7.9814, loss: 7.9814 2025-08-07 01:37:44,827 - pyskl - INFO - Epoch [54][5800/7492] lr: 3.575e-02, eta: 4 days, 19:01:19, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2681, top5_acc: 0.5272, loss_cls: 7.9501, loss: 7.9501 2025-08-07 01:38:44,071 - pyskl - INFO - Epoch [54][5900/7492] lr: 3.575e-02, eta: 4 days, 19:00:25, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5191, loss_cls: 8.0495, loss: 8.0495 2025-08-07 01:39:42,716 - pyskl - INFO - Epoch [54][6000/7492] lr: 3.574e-02, eta: 4 days, 18:59:29, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5416, loss_cls: 7.8283, loss: 7.8283 2025-08-07 01:40:40,939 - pyskl - INFO - Epoch [54][6100/7492] lr: 3.573e-02, eta: 4 days, 18:58:33, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5375, loss_cls: 7.8225, loss: 7.8225 2025-08-07 01:41:38,864 - pyskl - INFO - Epoch [54][6200/7492] lr: 3.573e-02, eta: 4 days, 18:57:37, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5306, loss_cls: 7.9520, loss: 7.9520 2025-08-07 01:42:37,527 - pyskl - INFO - Epoch [54][6300/7492] lr: 3.572e-02, eta: 4 days, 18:56:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2803, top5_acc: 0.5203, loss_cls: 8.0177, loss: 8.0177 2025-08-07 01:43:35,352 - pyskl - INFO - Epoch [54][6400/7492] lr: 3.571e-02, eta: 4 days, 18:55:45, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5306, loss_cls: 7.8302, loss: 7.8302 2025-08-07 01:44:34,390 - pyskl - INFO - Epoch [54][6500/7492] lr: 3.571e-02, eta: 4 days, 18:54:50, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5350, loss_cls: 7.8638, loss: 7.8638 2025-08-07 01:45:33,201 - pyskl - INFO - Epoch [54][6600/7492] lr: 3.570e-02, eta: 4 days, 18:53:55, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5256, loss_cls: 7.9194, loss: 7.9194 2025-08-07 01:46:31,541 - pyskl - INFO - Epoch [54][6700/7492] lr: 3.569e-02, eta: 4 days, 18:52:59, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 7.9471, loss: 7.9471 2025-08-07 01:47:29,229 - pyskl - INFO - Epoch [54][6800/7492] lr: 3.569e-02, eta: 4 days, 18:52:02, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5306, loss_cls: 7.9449, loss: 7.9449 2025-08-07 01:48:27,523 - pyskl - INFO - Epoch [54][6900/7492] lr: 3.568e-02, eta: 4 days, 18:51:06, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5328, loss_cls: 7.8998, loss: 7.8998 2025-08-07 01:49:26,964 - pyskl - INFO - Epoch [54][7000/7492] lr: 3.568e-02, eta: 4 days, 18:50:13, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5466, loss_cls: 7.8255, loss: 7.8255 2025-08-07 01:50:25,629 - pyskl - INFO - Epoch [54][7100/7492] lr: 3.567e-02, eta: 4 days, 18:49:17, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5209, loss_cls: 8.0371, loss: 8.0371 2025-08-07 01:51:22,572 - pyskl - INFO - Epoch [54][7200/7492] lr: 3.566e-02, eta: 4 days, 18:48:19, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5303, loss_cls: 7.9015, loss: 7.9015 2025-08-07 01:52:20,650 - pyskl - INFO - Epoch [54][7300/7492] lr: 3.566e-02, eta: 4 days, 18:47:23, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5397, loss_cls: 7.8878, loss: 7.8878 2025-08-07 01:53:19,020 - pyskl - INFO - Epoch [54][7400/7492] lr: 3.565e-02, eta: 4 days, 18:46:27, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5291, loss_cls: 7.9404, loss: 7.9404 2025-08-07 01:54:14,524 - pyskl - INFO - Saving checkpoint at 54 epochs 2025-08-07 01:55:06,411 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 01:55:07,072 - pyskl - INFO - top1_acc 0.2301 top5_acc 0.4635 2025-08-07 01:55:07,072 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 01:55:07,115 - pyskl - INFO - mean_acc 0.2299 2025-08-07 01:55:07,127 - pyskl - INFO - Epoch(val) [54][617] top1_acc: 0.2301, top5_acc: 0.4635, mean_class_accuracy: 0.2299 2025-08-07 01:56:40,180 - pyskl - INFO - Epoch [55][100/7492] lr: 3.564e-02, eta: 4 days, 18:44:06, time: 0.930, data_time: 0.339, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5378, loss_cls: 7.8672, loss: 7.8672 2025-08-07 01:57:36,840 - pyskl - INFO - Epoch [55][200/7492] lr: 3.563e-02, eta: 4 days, 18:43:07, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5319, loss_cls: 7.9005, loss: 7.9005 2025-08-07 01:58:33,920 - pyskl - INFO - Epoch [55][300/7492] lr: 3.563e-02, eta: 4 days, 18:42:09, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5244, loss_cls: 7.8538, loss: 7.8538 2025-08-07 01:59:30,757 - pyskl - INFO - Epoch [55][400/7492] lr: 3.562e-02, eta: 4 days, 18:41:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2803, top5_acc: 0.5281, loss_cls: 7.8557, loss: 7.8557 2025-08-07 02:00:27,665 - pyskl - INFO - Epoch [55][500/7492] lr: 3.561e-02, eta: 4 days, 18:40:12, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5456, loss_cls: 7.7870, loss: 7.7870 2025-08-07 02:01:25,393 - pyskl - INFO - Epoch [55][600/7492] lr: 3.561e-02, eta: 4 days, 18:39:15, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5372, loss_cls: 7.9102, loss: 7.9102 2025-08-07 02:02:24,410 - pyskl - INFO - Epoch [55][700/7492] lr: 3.560e-02, eta: 4 days, 18:38:21, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5312, loss_cls: 7.8859, loss: 7.8859 2025-08-07 02:03:22,749 - pyskl - INFO - Epoch [55][800/7492] lr: 3.559e-02, eta: 4 days, 18:37:25, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5231, loss_cls: 8.0122, loss: 8.0122 2025-08-07 02:04:20,861 - pyskl - INFO - Epoch [55][900/7492] lr: 3.559e-02, eta: 4 days, 18:36:29, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2697, top5_acc: 0.5300, loss_cls: 7.9563, loss: 7.9563 2025-08-07 02:05:18,979 - pyskl - INFO - Epoch [55][1000/7492] lr: 3.558e-02, eta: 4 days, 18:35:32, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5419, loss_cls: 7.8344, loss: 7.8344 2025-08-07 02:06:15,691 - pyskl - INFO - Epoch [55][1100/7492] lr: 3.557e-02, eta: 4 days, 18:34:34, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5269, loss_cls: 7.9455, loss: 7.9455 2025-08-07 02:07:12,635 - pyskl - INFO - Epoch [55][1200/7492] lr: 3.557e-02, eta: 4 days, 18:33:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2597, top5_acc: 0.5059, loss_cls: 8.0389, loss: 8.0389 2025-08-07 02:08:09,317 - pyskl - INFO - Epoch [55][1300/7492] lr: 3.556e-02, eta: 4 days, 18:32:37, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5378, loss_cls: 7.8716, loss: 7.8716 2025-08-07 02:09:06,787 - pyskl - INFO - Epoch [55][1400/7492] lr: 3.556e-02, eta: 4 days, 18:31:39, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5300, loss_cls: 7.9594, loss: 7.9594 2025-08-07 02:10:05,419 - pyskl - INFO - Epoch [55][1500/7492] lr: 3.555e-02, eta: 4 days, 18:30:44, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5431, loss_cls: 7.9036, loss: 7.9036 2025-08-07 02:11:03,493 - pyskl - INFO - Epoch [55][1600/7492] lr: 3.554e-02, eta: 4 days, 18:29:48, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5384, loss_cls: 7.8823, loss: 7.8823 2025-08-07 02:12:01,591 - pyskl - INFO - Epoch [55][1700/7492] lr: 3.554e-02, eta: 4 days, 18:28:51, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5413, loss_cls: 7.8202, loss: 7.8202 2025-08-07 02:13:00,109 - pyskl - INFO - Epoch [55][1800/7492] lr: 3.553e-02, eta: 4 days, 18:27:56, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5334, loss_cls: 7.8875, loss: 7.8875 2025-08-07 02:13:58,335 - pyskl - INFO - Epoch [55][1900/7492] lr: 3.552e-02, eta: 4 days, 18:27:00, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5241, loss_cls: 7.9045, loss: 7.9045 2025-08-07 02:14:55,631 - pyskl - INFO - Epoch [55][2000/7492] lr: 3.552e-02, eta: 4 days, 18:26:02, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5403, loss_cls: 7.9043, loss: 7.9043 2025-08-07 02:15:52,991 - pyskl - INFO - Epoch [55][2100/7492] lr: 3.551e-02, eta: 4 days, 18:25:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5369, loss_cls: 7.8467, loss: 7.8467 2025-08-07 02:16:49,696 - pyskl - INFO - Epoch [55][2200/7492] lr: 3.551e-02, eta: 4 days, 18:24:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5372, loss_cls: 7.8945, loss: 7.8945 2025-08-07 02:17:46,609 - pyskl - INFO - Epoch [55][2300/7492] lr: 3.550e-02, eta: 4 days, 18:23:07, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2709, top5_acc: 0.5241, loss_cls: 7.9031, loss: 7.9031 2025-08-07 02:18:45,719 - pyskl - INFO - Epoch [55][2400/7492] lr: 3.549e-02, eta: 4 days, 18:22:13, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5428, loss_cls: 7.8098, loss: 7.8098 2025-08-07 02:19:43,536 - pyskl - INFO - Epoch [55][2500/7492] lr: 3.549e-02, eta: 4 days, 18:21:16, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5344, loss_cls: 7.8523, loss: 7.8523 2025-08-07 02:20:40,940 - pyskl - INFO - Epoch [55][2600/7492] lr: 3.548e-02, eta: 4 days, 18:20:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5322, loss_cls: 7.8650, loss: 7.8650 2025-08-07 02:21:38,212 - pyskl - INFO - Epoch [55][2700/7492] lr: 3.547e-02, eta: 4 days, 18:19:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5450, loss_cls: 7.8334, loss: 7.8334 2025-08-07 02:22:36,112 - pyskl - INFO - Epoch [55][2800/7492] lr: 3.547e-02, eta: 4 days, 18:18:24, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5253, loss_cls: 7.9320, loss: 7.9320 2025-08-07 02:23:34,394 - pyskl - INFO - Epoch [55][2900/7492] lr: 3.546e-02, eta: 4 days, 18:17:28, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5272, loss_cls: 7.8876, loss: 7.8876 2025-08-07 02:24:32,946 - pyskl - INFO - Epoch [55][3000/7492] lr: 3.545e-02, eta: 4 days, 18:16:33, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5269, loss_cls: 8.0016, loss: 8.0016 2025-08-07 02:25:29,422 - pyskl - INFO - Epoch [55][3100/7492] lr: 3.545e-02, eta: 4 days, 18:15:34, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5316, loss_cls: 7.9168, loss: 7.9168 2025-08-07 02:26:27,636 - pyskl - INFO - Epoch [55][3200/7492] lr: 3.544e-02, eta: 4 days, 18:14:38, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5369, loss_cls: 7.8885, loss: 7.8885 2025-08-07 02:27:24,791 - pyskl - INFO - Epoch [55][3300/7492] lr: 3.544e-02, eta: 4 days, 18:13:40, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5500, loss_cls: 7.7953, loss: 7.7953 2025-08-07 02:28:22,445 - pyskl - INFO - Epoch [55][3400/7492] lr: 3.543e-02, eta: 4 days, 18:12:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5344, loss_cls: 7.9509, loss: 7.9509 2025-08-07 02:29:19,160 - pyskl - INFO - Epoch [55][3500/7492] lr: 3.542e-02, eta: 4 days, 18:11:44, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5266, loss_cls: 7.9484, loss: 7.9484 2025-08-07 02:30:16,126 - pyskl - INFO - Epoch [55][3600/7492] lr: 3.542e-02, eta: 4 days, 18:10:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5391, loss_cls: 7.8049, loss: 7.8049 2025-08-07 02:31:13,120 - pyskl - INFO - Epoch [55][3700/7492] lr: 3.541e-02, eta: 4 days, 18:09:47, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5372, loss_cls: 7.8903, loss: 7.8903 2025-08-07 02:32:09,927 - pyskl - INFO - Epoch [55][3800/7492] lr: 3.540e-02, eta: 4 days, 18:08:49, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2662, top5_acc: 0.5206, loss_cls: 7.8782, loss: 7.8782 2025-08-07 02:33:07,783 - pyskl - INFO - Epoch [55][3900/7492] lr: 3.540e-02, eta: 4 days, 18:07:52, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5269, loss_cls: 7.9404, loss: 7.9404 2025-08-07 02:34:06,191 - pyskl - INFO - Epoch [55][4000/7492] lr: 3.539e-02, eta: 4 days, 18:06:56, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2637, top5_acc: 0.5178, loss_cls: 7.9628, loss: 7.9628 2025-08-07 02:35:05,150 - pyskl - INFO - Epoch [55][4100/7492] lr: 3.538e-02, eta: 4 days, 18:06:02, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2831, top5_acc: 0.5284, loss_cls: 7.9173, loss: 7.9173 2025-08-07 02:36:04,089 - pyskl - INFO - Epoch [55][4200/7492] lr: 3.538e-02, eta: 4 days, 18:05:07, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5281, loss_cls: 7.9808, loss: 7.9808 2025-08-07 02:37:02,401 - pyskl - INFO - Epoch [55][4300/7492] lr: 3.537e-02, eta: 4 days, 18:04:11, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5353, loss_cls: 7.8082, loss: 7.8082 2025-08-07 02:37:59,624 - pyskl - INFO - Epoch [55][4400/7492] lr: 3.537e-02, eta: 4 days, 18:03:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5497, loss_cls: 7.8282, loss: 7.8282 2025-08-07 02:38:56,601 - pyskl - INFO - Epoch [55][4500/7492] lr: 3.536e-02, eta: 4 days, 18:02:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5341, loss_cls: 7.9095, loss: 7.9095 2025-08-07 02:39:55,451 - pyskl - INFO - Epoch [55][4600/7492] lr: 3.535e-02, eta: 4 days, 18:01:20, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5253, loss_cls: 7.8844, loss: 7.8844 2025-08-07 02:40:54,537 - pyskl - INFO - Epoch [55][4700/7492] lr: 3.535e-02, eta: 4 days, 18:00:25, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5453, loss_cls: 7.8678, loss: 7.8678 2025-08-07 02:41:53,751 - pyskl - INFO - Epoch [55][4800/7492] lr: 3.534e-02, eta: 4 days, 17:59:31, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5400, loss_cls: 7.8349, loss: 7.8349 2025-08-07 02:42:51,995 - pyskl - INFO - Epoch [55][4900/7492] lr: 3.533e-02, eta: 4 days, 17:58:35, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5159, loss_cls: 7.9835, loss: 7.9835 2025-08-07 02:43:51,436 - pyskl - INFO - Epoch [55][5000/7492] lr: 3.533e-02, eta: 4 days, 17:57:41, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5337, loss_cls: 7.8862, loss: 7.8862 2025-08-07 02:44:50,557 - pyskl - INFO - Epoch [55][5100/7492] lr: 3.532e-02, eta: 4 days, 17:56:46, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5266, loss_cls: 7.9389, loss: 7.9389 2025-08-07 02:45:49,769 - pyskl - INFO - Epoch [55][5200/7492] lr: 3.531e-02, eta: 4 days, 17:55:52, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5413, loss_cls: 7.8968, loss: 7.8968 2025-08-07 02:46:47,927 - pyskl - INFO - Epoch [55][5300/7492] lr: 3.531e-02, eta: 4 days, 17:54:56, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5331, loss_cls: 7.9237, loss: 7.9237 2025-08-07 02:47:45,585 - pyskl - INFO - Epoch [55][5400/7492] lr: 3.530e-02, eta: 4 days, 17:53:59, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5284, loss_cls: 7.9557, loss: 7.9557 2025-08-07 02:48:43,101 - pyskl - INFO - Epoch [55][5500/7492] lr: 3.530e-02, eta: 4 days, 17:53:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2706, top5_acc: 0.5281, loss_cls: 7.9493, loss: 7.9493 2025-08-07 02:49:40,720 - pyskl - INFO - Epoch [55][5600/7492] lr: 3.529e-02, eta: 4 days, 17:52:04, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5228, loss_cls: 7.9574, loss: 7.9574 2025-08-07 02:50:39,079 - pyskl - INFO - Epoch [55][5700/7492] lr: 3.528e-02, eta: 4 days, 17:51:08, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5300, loss_cls: 7.9073, loss: 7.9073 2025-08-07 02:51:37,459 - pyskl - INFO - Epoch [55][5800/7492] lr: 3.528e-02, eta: 4 days, 17:50:13, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5441, loss_cls: 7.8340, loss: 7.8340 2025-08-07 02:52:35,145 - pyskl - INFO - Epoch [55][5900/7492] lr: 3.527e-02, eta: 4 days, 17:49:16, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5394, loss_cls: 7.8064, loss: 7.8064 2025-08-07 02:53:33,877 - pyskl - INFO - Epoch [55][6000/7492] lr: 3.526e-02, eta: 4 days, 17:48:20, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5256, loss_cls: 7.9619, loss: 7.9619 2025-08-07 02:54:32,091 - pyskl - INFO - Epoch [55][6100/7492] lr: 3.526e-02, eta: 4 days, 17:47:24, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5384, loss_cls: 7.8954, loss: 7.8954 2025-08-07 02:55:30,279 - pyskl - INFO - Epoch [55][6200/7492] lr: 3.525e-02, eta: 4 days, 17:46:28, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2625, top5_acc: 0.5244, loss_cls: 8.0218, loss: 8.0218 2025-08-07 02:56:27,941 - pyskl - INFO - Epoch [55][6300/7492] lr: 3.524e-02, eta: 4 days, 17:45:31, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2966, top5_acc: 0.5422, loss_cls: 7.8256, loss: 7.8256 2025-08-07 02:57:25,918 - pyskl - INFO - Epoch [55][6400/7492] lr: 3.524e-02, eta: 4 days, 17:44:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5241, loss_cls: 7.9555, loss: 7.9555 2025-08-07 02:58:25,077 - pyskl - INFO - Epoch [55][6500/7492] lr: 3.523e-02, eta: 4 days, 17:43:40, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5316, loss_cls: 7.9285, loss: 7.9285 2025-08-07 02:59:23,396 - pyskl - INFO - Epoch [55][6600/7492] lr: 3.523e-02, eta: 4 days, 17:42:44, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5347, loss_cls: 7.9420, loss: 7.9420 2025-08-07 03:00:21,379 - pyskl - INFO - Epoch [55][6700/7492] lr: 3.522e-02, eta: 4 days, 17:41:48, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5309, loss_cls: 7.8855, loss: 7.8855 2025-08-07 03:01:19,714 - pyskl - INFO - Epoch [55][6800/7492] lr: 3.521e-02, eta: 4 days, 17:40:52, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5284, loss_cls: 7.9300, loss: 7.9300 2025-08-07 03:02:17,888 - pyskl - INFO - Epoch [55][6900/7492] lr: 3.521e-02, eta: 4 days, 17:39:56, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5238, loss_cls: 7.9874, loss: 7.9874 2025-08-07 03:03:16,102 - pyskl - INFO - Epoch [55][7000/7492] lr: 3.520e-02, eta: 4 days, 17:38:59, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5328, loss_cls: 7.9514, loss: 7.9514 2025-08-07 03:04:14,459 - pyskl - INFO - Epoch [55][7100/7492] lr: 3.519e-02, eta: 4 days, 17:38:04, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5341, loss_cls: 7.8246, loss: 7.8246 2025-08-07 03:05:11,794 - pyskl - INFO - Epoch [55][7200/7492] lr: 3.519e-02, eta: 4 days, 17:37:06, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5381, loss_cls: 7.8492, loss: 7.8492 2025-08-07 03:06:09,372 - pyskl - INFO - Epoch [55][7300/7492] lr: 3.518e-02, eta: 4 days, 17:36:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5372, loss_cls: 7.9043, loss: 7.9043 2025-08-07 03:07:07,312 - pyskl - INFO - Epoch [55][7400/7492] lr: 3.517e-02, eta: 4 days, 17:35:12, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5300, loss_cls: 7.9392, loss: 7.9392 2025-08-07 03:08:01,147 - pyskl - INFO - Saving checkpoint at 55 epochs 2025-08-07 03:08:53,332 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 03:08:54,005 - pyskl - INFO - top1_acc 0.2405 top5_acc 0.4834 2025-08-07 03:08:54,005 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 03:08:54,047 - pyskl - INFO - mean_acc 0.2404 2025-08-07 03:08:54,060 - pyskl - INFO - Epoch(val) [55][617] top1_acc: 0.2405, top5_acc: 0.4834, mean_class_accuracy: 0.2404 2025-08-07 03:10:26,110 - pyskl - INFO - Epoch [56][100/7492] lr: 3.516e-02, eta: 4 days, 17:32:50, time: 0.920, data_time: 0.335, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5203, loss_cls: 7.9416, loss: 7.9416 2025-08-07 03:11:23,611 - pyskl - INFO - Epoch [56][200/7492] lr: 3.516e-02, eta: 4 days, 17:31:53, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5309, loss_cls: 7.8867, loss: 7.8867 2025-08-07 03:12:20,291 - pyskl - INFO - Epoch [56][300/7492] lr: 3.515e-02, eta: 4 days, 17:30:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5441, loss_cls: 7.9182, loss: 7.9182 2025-08-07 03:13:17,946 - pyskl - INFO - Epoch [56][400/7492] lr: 3.514e-02, eta: 4 days, 17:29:57, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5494, loss_cls: 7.7503, loss: 7.7503 2025-08-07 03:14:14,749 - pyskl - INFO - Epoch [56][500/7492] lr: 3.514e-02, eta: 4 days, 17:28:59, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5241, loss_cls: 7.9528, loss: 7.9528 2025-08-07 03:15:13,675 - pyskl - INFO - Epoch [56][600/7492] lr: 3.513e-02, eta: 4 days, 17:28:04, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5359, loss_cls: 7.8580, loss: 7.8580 2025-08-07 03:16:10,554 - pyskl - INFO - Epoch [56][700/7492] lr: 3.512e-02, eta: 4 days, 17:27:05, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5262, loss_cls: 7.9618, loss: 7.9618 2025-08-07 03:17:09,415 - pyskl - INFO - Epoch [56][800/7492] lr: 3.512e-02, eta: 4 days, 17:26:10, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5350, loss_cls: 7.8981, loss: 7.8981 2025-08-07 03:18:06,199 - pyskl - INFO - Epoch [56][900/7492] lr: 3.511e-02, eta: 4 days, 17:25:12, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5519, loss_cls: 7.6887, loss: 7.6887 2025-08-07 03:19:02,919 - pyskl - INFO - Epoch [56][1000/7492] lr: 3.510e-02, eta: 4 days, 17:24:13, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5394, loss_cls: 7.8877, loss: 7.8877 2025-08-07 03:19:59,502 - pyskl - INFO - Epoch [56][1100/7492] lr: 3.510e-02, eta: 4 days, 17:23:14, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5219, loss_cls: 7.9541, loss: 7.9541 2025-08-07 03:20:56,101 - pyskl - INFO - Epoch [56][1200/7492] lr: 3.509e-02, eta: 4 days, 17:22:15, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5344, loss_cls: 7.8458, loss: 7.8458 2025-08-07 03:21:52,867 - pyskl - INFO - Epoch [56][1300/7492] lr: 3.509e-02, eta: 4 days, 17:21:17, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5644, loss_cls: 7.8446, loss: 7.8446 2025-08-07 03:22:50,294 - pyskl - INFO - Epoch [56][1400/7492] lr: 3.508e-02, eta: 4 days, 17:20:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5419, loss_cls: 7.8100, loss: 7.8100 2025-08-07 03:23:48,331 - pyskl - INFO - Epoch [56][1500/7492] lr: 3.507e-02, eta: 4 days, 17:19:23, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5300, loss_cls: 7.8902, loss: 7.8902 2025-08-07 03:24:45,253 - pyskl - INFO - Epoch [56][1600/7492] lr: 3.507e-02, eta: 4 days, 17:18:24, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5291, loss_cls: 7.9516, loss: 7.9516 2025-08-07 03:25:43,601 - pyskl - INFO - Epoch [56][1700/7492] lr: 3.506e-02, eta: 4 days, 17:17:29, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5381, loss_cls: 7.8671, loss: 7.8671 2025-08-07 03:26:40,780 - pyskl - INFO - Epoch [56][1800/7492] lr: 3.505e-02, eta: 4 days, 17:16:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2703, top5_acc: 0.5363, loss_cls: 7.9090, loss: 7.9090 2025-08-07 03:27:37,784 - pyskl - INFO - Epoch [56][1900/7492] lr: 3.505e-02, eta: 4 days, 17:15:33, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5300, loss_cls: 7.9696, loss: 7.9696 2025-08-07 03:28:34,295 - pyskl - INFO - Epoch [56][2000/7492] lr: 3.504e-02, eta: 4 days, 17:14:33, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2691, top5_acc: 0.5262, loss_cls: 7.9791, loss: 7.9791 2025-08-07 03:29:31,977 - pyskl - INFO - Epoch [56][2100/7492] lr: 3.503e-02, eta: 4 days, 17:13:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5431, loss_cls: 7.7506, loss: 7.7506 2025-08-07 03:30:30,311 - pyskl - INFO - Epoch [56][2200/7492] lr: 3.503e-02, eta: 4 days, 17:12:41, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5363, loss_cls: 7.8064, loss: 7.8064 2025-08-07 03:31:27,389 - pyskl - INFO - Epoch [56][2300/7492] lr: 3.502e-02, eta: 4 days, 17:11:42, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5281, loss_cls: 7.9292, loss: 7.9292 2025-08-07 03:32:25,030 - pyskl - INFO - Epoch [56][2400/7492] lr: 3.502e-02, eta: 4 days, 17:10:45, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5516, loss_cls: 7.8619, loss: 7.8619 2025-08-07 03:33:21,587 - pyskl - INFO - Epoch [56][2500/7492] lr: 3.501e-02, eta: 4 days, 17:09:46, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5363, loss_cls: 7.9386, loss: 7.9386 2025-08-07 03:34:19,213 - pyskl - INFO - Epoch [56][2600/7492] lr: 3.500e-02, eta: 4 days, 17:08:49, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5244, loss_cls: 7.9261, loss: 7.9261 2025-08-07 03:35:16,282 - pyskl - INFO - Epoch [56][2700/7492] lr: 3.500e-02, eta: 4 days, 17:07:51, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5341, loss_cls: 7.8467, loss: 7.8467 2025-08-07 03:36:13,644 - pyskl - INFO - Epoch [56][2800/7492] lr: 3.499e-02, eta: 4 days, 17:06:54, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5413, loss_cls: 7.8905, loss: 7.8905 2025-08-07 03:37:10,642 - pyskl - INFO - Epoch [56][2900/7492] lr: 3.498e-02, eta: 4 days, 17:05:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5269, loss_cls: 7.9543, loss: 7.9543 2025-08-07 03:38:07,328 - pyskl - INFO - Epoch [56][3000/7492] lr: 3.498e-02, eta: 4 days, 17:04:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5341, loss_cls: 7.9049, loss: 7.9049 2025-08-07 03:39:04,075 - pyskl - INFO - Epoch [56][3100/7492] lr: 3.497e-02, eta: 4 days, 17:03:58, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5291, loss_cls: 7.8735, loss: 7.8735 2025-08-07 03:40:02,167 - pyskl - INFO - Epoch [56][3200/7492] lr: 3.496e-02, eta: 4 days, 17:03:02, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5144, loss_cls: 7.9833, loss: 7.9833 2025-08-07 03:41:00,104 - pyskl - INFO - Epoch [56][3300/7492] lr: 3.496e-02, eta: 4 days, 17:02:05, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5434, loss_cls: 7.8667, loss: 7.8667 2025-08-07 03:41:58,124 - pyskl - INFO - Epoch [56][3400/7492] lr: 3.495e-02, eta: 4 days, 17:01:09, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5325, loss_cls: 7.9308, loss: 7.9308 2025-08-07 03:42:54,636 - pyskl - INFO - Epoch [56][3500/7492] lr: 3.494e-02, eta: 4 days, 17:00:10, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5244, loss_cls: 7.9172, loss: 7.9172 2025-08-07 03:43:52,839 - pyskl - INFO - Epoch [56][3600/7492] lr: 3.494e-02, eta: 4 days, 16:59:14, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2700, top5_acc: 0.5234, loss_cls: 7.9486, loss: 7.9486 2025-08-07 03:44:52,299 - pyskl - INFO - Epoch [56][3700/7492] lr: 3.493e-02, eta: 4 days, 16:58:20, time: 0.595, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5369, loss_cls: 7.8983, loss: 7.8983 2025-08-07 03:45:51,726 - pyskl - INFO - Epoch [56][3800/7492] lr: 3.493e-02, eta: 4 days, 16:57:26, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5281, loss_cls: 7.9552, loss: 7.9552 2025-08-07 03:46:50,994 - pyskl - INFO - Epoch [56][3900/7492] lr: 3.492e-02, eta: 4 days, 16:56:31, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5291, loss_cls: 7.9570, loss: 7.9570 2025-08-07 03:47:50,402 - pyskl - INFO - Epoch [56][4000/7492] lr: 3.491e-02, eta: 4 days, 16:55:37, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5387, loss_cls: 7.8947, loss: 7.8947 2025-08-07 03:48:49,201 - pyskl - INFO - Epoch [56][4100/7492] lr: 3.491e-02, eta: 4 days, 16:54:42, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5441, loss_cls: 7.8331, loss: 7.8331 2025-08-07 03:49:48,178 - pyskl - INFO - Epoch [56][4200/7492] lr: 3.490e-02, eta: 4 days, 16:53:47, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5300, loss_cls: 7.9614, loss: 7.9614 2025-08-07 03:50:46,599 - pyskl - INFO - Epoch [56][4300/7492] lr: 3.489e-02, eta: 4 days, 16:52:51, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5334, loss_cls: 7.8564, loss: 7.8564 2025-08-07 03:51:45,001 - pyskl - INFO - Epoch [56][4400/7492] lr: 3.489e-02, eta: 4 days, 16:51:56, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5375, loss_cls: 7.8285, loss: 7.8285 2025-08-07 03:52:41,994 - pyskl - INFO - Epoch [56][4500/7492] lr: 3.488e-02, eta: 4 days, 16:50:57, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5391, loss_cls: 7.8497, loss: 7.8497 2025-08-07 03:53:40,672 - pyskl - INFO - Epoch [56][4600/7492] lr: 3.487e-02, eta: 4 days, 16:50:02, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5419, loss_cls: 7.8930, loss: 7.8930 2025-08-07 03:54:39,141 - pyskl - INFO - Epoch [56][4700/7492] lr: 3.487e-02, eta: 4 days, 16:49:06, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5406, loss_cls: 7.8270, loss: 7.8270 2025-08-07 03:55:37,267 - pyskl - INFO - Epoch [56][4800/7492] lr: 3.486e-02, eta: 4 days, 16:48:10, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5331, loss_cls: 7.8475, loss: 7.8475 2025-08-07 03:56:35,733 - pyskl - INFO - Epoch [56][4900/7492] lr: 3.485e-02, eta: 4 days, 16:47:14, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5178, loss_cls: 8.0007, loss: 8.0007 2025-08-07 03:57:34,736 - pyskl - INFO - Epoch [56][5000/7492] lr: 3.485e-02, eta: 4 days, 16:46:19, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5356, loss_cls: 7.8397, loss: 7.8397 2025-08-07 03:58:32,588 - pyskl - INFO - Epoch [56][5100/7492] lr: 3.484e-02, eta: 4 days, 16:45:23, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5363, loss_cls: 7.8094, loss: 7.8094 2025-08-07 03:59:30,811 - pyskl - INFO - Epoch [56][5200/7492] lr: 3.484e-02, eta: 4 days, 16:44:27, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5409, loss_cls: 7.8296, loss: 7.8296 2025-08-07 04:00:29,368 - pyskl - INFO - Epoch [56][5300/7492] lr: 3.483e-02, eta: 4 days, 16:43:31, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5331, loss_cls: 7.8593, loss: 7.8593 2025-08-07 04:01:27,735 - pyskl - INFO - Epoch [56][5400/7492] lr: 3.482e-02, eta: 4 days, 16:42:35, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 7.8757, loss: 7.8757 2025-08-07 04:02:26,452 - pyskl - INFO - Epoch [56][5500/7492] lr: 3.482e-02, eta: 4 days, 16:41:40, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5319, loss_cls: 7.9766, loss: 7.9766 2025-08-07 04:03:25,428 - pyskl - INFO - Epoch [56][5600/7492] lr: 3.481e-02, eta: 4 days, 16:40:45, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5422, loss_cls: 7.8488, loss: 7.8488 2025-08-07 04:04:22,560 - pyskl - INFO - Epoch [56][5700/7492] lr: 3.480e-02, eta: 4 days, 16:39:47, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5453, loss_cls: 7.8638, loss: 7.8638 2025-08-07 04:05:21,643 - pyskl - INFO - Epoch [56][5800/7492] lr: 3.480e-02, eta: 4 days, 16:38:52, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5294, loss_cls: 7.9749, loss: 7.9749 2025-08-07 04:06:20,188 - pyskl - INFO - Epoch [56][5900/7492] lr: 3.479e-02, eta: 4 days, 16:37:57, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5353, loss_cls: 7.9150, loss: 7.9150 2025-08-07 04:07:18,357 - pyskl - INFO - Epoch [56][6000/7492] lr: 3.478e-02, eta: 4 days, 16:37:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5353, loss_cls: 7.8297, loss: 7.8297 2025-08-07 04:08:17,294 - pyskl - INFO - Epoch [56][6100/7492] lr: 3.478e-02, eta: 4 days, 16:36:06, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5372, loss_cls: 7.9264, loss: 7.9264 2025-08-07 04:09:15,927 - pyskl - INFO - Epoch [56][6200/7492] lr: 3.477e-02, eta: 4 days, 16:35:10, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5425, loss_cls: 7.8445, loss: 7.8445 2025-08-07 04:10:13,024 - pyskl - INFO - Epoch [56][6300/7492] lr: 3.476e-02, eta: 4 days, 16:34:12, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5409, loss_cls: 7.9187, loss: 7.9187 2025-08-07 04:11:11,700 - pyskl - INFO - Epoch [56][6400/7492] lr: 3.476e-02, eta: 4 days, 16:33:17, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5350, loss_cls: 7.9070, loss: 7.9070 2025-08-07 04:12:10,363 - pyskl - INFO - Epoch [56][6500/7492] lr: 3.475e-02, eta: 4 days, 16:32:21, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5341, loss_cls: 7.9151, loss: 7.9151 2025-08-07 04:13:09,348 - pyskl - INFO - Epoch [56][6600/7492] lr: 3.475e-02, eta: 4 days, 16:31:26, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5369, loss_cls: 7.8843, loss: 7.8843 2025-08-07 04:14:08,395 - pyskl - INFO - Epoch [56][6700/7492] lr: 3.474e-02, eta: 4 days, 16:30:32, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5437, loss_cls: 7.8929, loss: 7.8929 2025-08-07 04:15:05,705 - pyskl - INFO - Epoch [56][6800/7492] lr: 3.473e-02, eta: 4 days, 16:29:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5431, loss_cls: 7.7699, loss: 7.7699 2025-08-07 04:16:03,404 - pyskl - INFO - Epoch [56][6900/7492] lr: 3.473e-02, eta: 4 days, 16:28:37, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2650, top5_acc: 0.5175, loss_cls: 7.9863, loss: 7.9863 2025-08-07 04:17:01,540 - pyskl - INFO - Epoch [56][7000/7492] lr: 3.472e-02, eta: 4 days, 16:27:41, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5378, loss_cls: 7.9171, loss: 7.9171 2025-08-07 04:17:59,181 - pyskl - INFO - Epoch [56][7100/7492] lr: 3.471e-02, eta: 4 days, 16:26:44, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5403, loss_cls: 7.7848, loss: 7.7848 2025-08-07 04:18:56,854 - pyskl - INFO - Epoch [56][7200/7492] lr: 3.471e-02, eta: 4 days, 16:25:47, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2641, top5_acc: 0.5253, loss_cls: 8.0393, loss: 8.0393 2025-08-07 04:19:55,846 - pyskl - INFO - Epoch [56][7300/7492] lr: 3.470e-02, eta: 4 days, 16:24:52, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2634, top5_acc: 0.5312, loss_cls: 7.9528, loss: 7.9528 2025-08-07 04:20:53,662 - pyskl - INFO - Epoch [56][7400/7492] lr: 3.469e-02, eta: 4 days, 16:23:55, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5203, loss_cls: 7.8690, loss: 7.8690 2025-08-07 04:21:47,911 - pyskl - INFO - Saving checkpoint at 56 epochs 2025-08-07 04:22:38,590 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 04:22:39,266 - pyskl - INFO - top1_acc 0.2373 top5_acc 0.4808 2025-08-07 04:22:39,266 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 04:22:39,313 - pyskl - INFO - mean_acc 0.2370 2025-08-07 04:22:39,326 - pyskl - INFO - Epoch(val) [56][617] top1_acc: 0.2373, top5_acc: 0.4808, mean_class_accuracy: 0.2370 2025-08-07 04:24:11,686 - pyskl - INFO - Epoch [57][100/7492] lr: 3.468e-02, eta: 4 days, 16:21:34, time: 0.924, data_time: 0.335, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5506, loss_cls: 7.8406, loss: 7.8406 2025-08-07 04:25:08,611 - pyskl - INFO - Epoch [57][200/7492] lr: 3.468e-02, eta: 4 days, 16:20:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5366, loss_cls: 7.8281, loss: 7.8281 2025-08-07 04:26:05,355 - pyskl - INFO - Epoch [57][300/7492] lr: 3.467e-02, eta: 4 days, 16:19:37, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5397, loss_cls: 7.8391, loss: 7.8391 2025-08-07 04:27:02,627 - pyskl - INFO - Epoch [57][400/7492] lr: 3.466e-02, eta: 4 days, 16:18:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5238, loss_cls: 7.9203, loss: 7.9203 2025-08-07 04:27:59,646 - pyskl - INFO - Epoch [57][500/7492] lr: 3.466e-02, eta: 4 days, 16:17:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5516, loss_cls: 7.7953, loss: 7.7953 2025-08-07 04:28:56,502 - pyskl - INFO - Epoch [57][600/7492] lr: 3.465e-02, eta: 4 days, 16:16:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5253, loss_cls: 8.0028, loss: 8.0028 2025-08-07 04:29:53,678 - pyskl - INFO - Epoch [57][700/7492] lr: 3.464e-02, eta: 4 days, 16:15:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5212, loss_cls: 7.9719, loss: 7.9719 2025-08-07 04:30:50,398 - pyskl - INFO - Epoch [57][800/7492] lr: 3.464e-02, eta: 4 days, 16:14:47, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5319, loss_cls: 7.9174, loss: 7.9174 2025-08-07 04:31:48,077 - pyskl - INFO - Epoch [57][900/7492] lr: 3.463e-02, eta: 4 days, 16:13:50, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2672, top5_acc: 0.5384, loss_cls: 7.9080, loss: 7.9080 2025-08-07 04:32:45,156 - pyskl - INFO - Epoch [57][1000/7492] lr: 3.462e-02, eta: 4 days, 16:12:51, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5366, loss_cls: 7.8677, loss: 7.8677 2025-08-07 04:33:42,082 - pyskl - INFO - Epoch [57][1100/7492] lr: 3.462e-02, eta: 4 days, 16:11:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5350, loss_cls: 7.8668, loss: 7.8668 2025-08-07 04:34:38,870 - pyskl - INFO - Epoch [57][1200/7492] lr: 3.461e-02, eta: 4 days, 16:10:55, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5150, loss_cls: 7.9688, loss: 7.9688 2025-08-07 04:35:36,060 - pyskl - INFO - Epoch [57][1300/7492] lr: 3.460e-02, eta: 4 days, 16:09:57, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5491, loss_cls: 7.8293, loss: 7.8293 2025-08-07 04:36:33,179 - pyskl - INFO - Epoch [57][1400/7492] lr: 3.460e-02, eta: 4 days, 16:08:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5431, loss_cls: 7.7988, loss: 7.7988 2025-08-07 04:37:30,363 - pyskl - INFO - Epoch [57][1500/7492] lr: 3.459e-02, eta: 4 days, 16:08:01, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5456, loss_cls: 7.7977, loss: 7.7977 2025-08-07 04:38:27,865 - pyskl - INFO - Epoch [57][1600/7492] lr: 3.458e-02, eta: 4 days, 16:07:04, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5472, loss_cls: 7.7846, loss: 7.7846 2025-08-07 04:39:24,935 - pyskl - INFO - Epoch [57][1700/7492] lr: 3.458e-02, eta: 4 days, 16:06:05, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2750, top5_acc: 0.5244, loss_cls: 7.9068, loss: 7.9068 2025-08-07 04:40:22,263 - pyskl - INFO - Epoch [57][1800/7492] lr: 3.457e-02, eta: 4 days, 16:05:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5297, loss_cls: 7.9372, loss: 7.9372 2025-08-07 04:41:19,314 - pyskl - INFO - Epoch [57][1900/7492] lr: 3.457e-02, eta: 4 days, 16:04:10, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5347, loss_cls: 7.8831, loss: 7.8831 2025-08-07 04:42:16,230 - pyskl - INFO - Epoch [57][2000/7492] lr: 3.456e-02, eta: 4 days, 16:03:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5203, loss_cls: 7.9245, loss: 7.9245 2025-08-07 04:43:13,007 - pyskl - INFO - Epoch [57][2100/7492] lr: 3.455e-02, eta: 4 days, 16:02:13, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5444, loss_cls: 7.8554, loss: 7.8554 2025-08-07 04:44:10,004 - pyskl - INFO - Epoch [57][2200/7492] lr: 3.455e-02, eta: 4 days, 16:01:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5297, loss_cls: 7.8466, loss: 7.8466 2025-08-07 04:45:06,838 - pyskl - INFO - Epoch [57][2300/7492] lr: 3.454e-02, eta: 4 days, 16:00:16, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5241, loss_cls: 7.9204, loss: 7.9204 2025-08-07 04:46:03,770 - pyskl - INFO - Epoch [57][2400/7492] lr: 3.453e-02, eta: 4 days, 15:59:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5262, loss_cls: 7.9424, loss: 7.9424 2025-08-07 04:47:00,483 - pyskl - INFO - Epoch [57][2500/7492] lr: 3.453e-02, eta: 4 days, 15:58:19, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5444, loss_cls: 7.8678, loss: 7.8678 2025-08-07 04:47:57,668 - pyskl - INFO - Epoch [57][2600/7492] lr: 3.452e-02, eta: 4 days, 15:57:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5372, loss_cls: 7.8712, loss: 7.8712 2025-08-07 04:48:54,864 - pyskl - INFO - Epoch [57][2700/7492] lr: 3.451e-02, eta: 4 days, 15:56:24, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5500, loss_cls: 7.8225, loss: 7.8225 2025-08-07 04:49:51,957 - pyskl - INFO - Epoch [57][2800/7492] lr: 3.451e-02, eta: 4 days, 15:55:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5350, loss_cls: 8.0247, loss: 8.0247 2025-08-07 04:50:48,968 - pyskl - INFO - Epoch [57][2900/7492] lr: 3.450e-02, eta: 4 days, 15:54:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5475, loss_cls: 7.8431, loss: 7.8431 2025-08-07 04:51:46,090 - pyskl - INFO - Epoch [57][3000/7492] lr: 3.449e-02, eta: 4 days, 15:53:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5509, loss_cls: 7.7867, loss: 7.7867 2025-08-07 04:52:42,941 - pyskl - INFO - Epoch [57][3100/7492] lr: 3.449e-02, eta: 4 days, 15:52:31, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5228, loss_cls: 7.9163, loss: 7.9163 2025-08-07 04:53:39,769 - pyskl - INFO - Epoch [57][3200/7492] lr: 3.448e-02, eta: 4 days, 15:51:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2675, top5_acc: 0.5281, loss_cls: 7.9104, loss: 7.9104 2025-08-07 04:54:36,899 - pyskl - INFO - Epoch [57][3300/7492] lr: 3.447e-02, eta: 4 days, 15:50:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5353, loss_cls: 7.8882, loss: 7.8882 2025-08-07 04:55:33,569 - pyskl - INFO - Epoch [57][3400/7492] lr: 3.447e-02, eta: 4 days, 15:49:36, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5481, loss_cls: 7.7813, loss: 7.7813 2025-08-07 04:56:30,571 - pyskl - INFO - Epoch [57][3500/7492] lr: 3.446e-02, eta: 4 days, 15:48:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5284, loss_cls: 7.9512, loss: 7.9512 2025-08-07 04:57:27,890 - pyskl - INFO - Epoch [57][3600/7492] lr: 3.446e-02, eta: 4 days, 15:47:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5422, loss_cls: 7.8954, loss: 7.8954 2025-08-07 04:58:24,656 - pyskl - INFO - Epoch [57][3700/7492] lr: 3.445e-02, eta: 4 days, 15:46:41, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5387, loss_cls: 7.8011, loss: 7.8011 2025-08-07 04:59:21,848 - pyskl - INFO - Epoch [57][3800/7492] lr: 3.444e-02, eta: 4 days, 15:45:44, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5297, loss_cls: 7.8866, loss: 7.8866 2025-08-07 05:00:19,529 - pyskl - INFO - Epoch [57][3900/7492] lr: 3.444e-02, eta: 4 days, 15:44:47, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5253, loss_cls: 7.8864, loss: 7.8864 2025-08-07 05:01:16,613 - pyskl - INFO - Epoch [57][4000/7492] lr: 3.443e-02, eta: 4 days, 15:43:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5384, loss_cls: 7.8656, loss: 7.8656 2025-08-07 05:02:13,700 - pyskl - INFO - Epoch [57][4100/7492] lr: 3.442e-02, eta: 4 days, 15:42:51, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5356, loss_cls: 7.9972, loss: 7.9972 2025-08-07 05:03:11,055 - pyskl - INFO - Epoch [57][4200/7492] lr: 3.442e-02, eta: 4 days, 15:41:53, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5403, loss_cls: 7.8327, loss: 7.8327 2025-08-07 05:04:07,964 - pyskl - INFO - Epoch [57][4300/7492] lr: 3.441e-02, eta: 4 days, 15:40:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5422, loss_cls: 7.8368, loss: 7.8368 2025-08-07 05:05:06,049 - pyskl - INFO - Epoch [57][4400/7492] lr: 3.440e-02, eta: 4 days, 15:39:58, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5434, loss_cls: 7.8778, loss: 7.8778 2025-08-07 05:06:04,630 - pyskl - INFO - Epoch [57][4500/7492] lr: 3.440e-02, eta: 4 days, 15:39:03, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2762, top5_acc: 0.5319, loss_cls: 7.9360, loss: 7.9360 2025-08-07 05:07:01,448 - pyskl - INFO - Epoch [57][4600/7492] lr: 3.439e-02, eta: 4 days, 15:38:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5375, loss_cls: 8.0012, loss: 8.0012 2025-08-07 05:07:58,182 - pyskl - INFO - Epoch [57][4700/7492] lr: 3.438e-02, eta: 4 days, 15:37:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5344, loss_cls: 7.8720, loss: 7.8720 2025-08-07 05:08:54,999 - pyskl - INFO - Epoch [57][4800/7492] lr: 3.438e-02, eta: 4 days, 15:36:07, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5459, loss_cls: 7.7714, loss: 7.7714 2025-08-07 05:09:52,327 - pyskl - INFO - Epoch [57][4900/7492] lr: 3.437e-02, eta: 4 days, 15:35:09, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5238, loss_cls: 7.9538, loss: 7.9538 2025-08-07 05:10:49,127 - pyskl - INFO - Epoch [57][5000/7492] lr: 3.436e-02, eta: 4 days, 15:34:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5397, loss_cls: 7.8603, loss: 7.8603 2025-08-07 05:11:45,843 - pyskl - INFO - Epoch [57][5100/7492] lr: 3.436e-02, eta: 4 days, 15:33:12, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5472, loss_cls: 7.8179, loss: 7.8179 2025-08-07 05:12:42,955 - pyskl - INFO - Epoch [57][5200/7492] lr: 3.435e-02, eta: 4 days, 15:32:14, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5425, loss_cls: 7.8497, loss: 7.8497 2025-08-07 05:13:40,240 - pyskl - INFO - Epoch [57][5300/7492] lr: 3.435e-02, eta: 4 days, 15:31:17, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5381, loss_cls: 7.9448, loss: 7.9448 2025-08-07 05:14:37,623 - pyskl - INFO - Epoch [57][5400/7492] lr: 3.434e-02, eta: 4 days, 15:30:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5312, loss_cls: 7.9582, loss: 7.9582 2025-08-07 05:15:36,366 - pyskl - INFO - Epoch [57][5500/7492] lr: 3.433e-02, eta: 4 days, 15:29:24, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2684, top5_acc: 0.5312, loss_cls: 7.9392, loss: 7.9392 2025-08-07 05:16:33,497 - pyskl - INFO - Epoch [57][5600/7492] lr: 3.433e-02, eta: 4 days, 15:28:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5437, loss_cls: 7.8134, loss: 7.8134 2025-08-07 05:17:30,115 - pyskl - INFO - Epoch [57][5700/7492] lr: 3.432e-02, eta: 4 days, 15:27:27, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5166, loss_cls: 7.9761, loss: 7.9761 2025-08-07 05:18:26,928 - pyskl - INFO - Epoch [57][5800/7492] lr: 3.431e-02, eta: 4 days, 15:26:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5369, loss_cls: 7.8306, loss: 7.8306 2025-08-07 05:19:23,794 - pyskl - INFO - Epoch [57][5900/7492] lr: 3.431e-02, eta: 4 days, 15:25:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5356, loss_cls: 7.8375, loss: 7.8375 2025-08-07 05:20:20,703 - pyskl - INFO - Epoch [57][6000/7492] lr: 3.430e-02, eta: 4 days, 15:24:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5391, loss_cls: 7.8750, loss: 7.8750 2025-08-07 05:21:17,468 - pyskl - INFO - Epoch [57][6100/7492] lr: 3.429e-02, eta: 4 days, 15:23:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5472, loss_cls: 7.7842, loss: 7.7842 2025-08-07 05:22:14,593 - pyskl - INFO - Epoch [57][6200/7492] lr: 3.429e-02, eta: 4 days, 15:22:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5181, loss_cls: 7.9127, loss: 7.9127 2025-08-07 05:23:11,523 - pyskl - INFO - Epoch [57][6300/7492] lr: 3.428e-02, eta: 4 days, 15:21:37, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5391, loss_cls: 7.8727, loss: 7.8727 2025-08-07 05:24:08,691 - pyskl - INFO - Epoch [57][6400/7492] lr: 3.427e-02, eta: 4 days, 15:20:39, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5341, loss_cls: 7.7757, loss: 7.7757 2025-08-07 05:25:06,743 - pyskl - INFO - Epoch [57][6500/7492] lr: 3.427e-02, eta: 4 days, 15:19:43, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5331, loss_cls: 7.8855, loss: 7.8855 2025-08-07 05:26:03,890 - pyskl - INFO - Epoch [57][6600/7492] lr: 3.426e-02, eta: 4 days, 15:18:45, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5331, loss_cls: 7.8523, loss: 7.8523 2025-08-07 05:27:00,635 - pyskl - INFO - Epoch [57][6700/7492] lr: 3.425e-02, eta: 4 days, 15:17:46, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5463, loss_cls: 7.8504, loss: 7.8504 2025-08-07 05:27:57,891 - pyskl - INFO - Epoch [57][6800/7492] lr: 3.425e-02, eta: 4 days, 15:16:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5275, loss_cls: 7.8721, loss: 7.8721 2025-08-07 05:28:55,210 - pyskl - INFO - Epoch [57][6900/7492] lr: 3.424e-02, eta: 4 days, 15:15:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5278, loss_cls: 7.9039, loss: 7.9039 2025-08-07 05:29:51,928 - pyskl - INFO - Epoch [57][7000/7492] lr: 3.424e-02, eta: 4 days, 15:14:52, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5397, loss_cls: 7.9087, loss: 7.9087 2025-08-07 05:30:49,053 - pyskl - INFO - Epoch [57][7100/7492] lr: 3.423e-02, eta: 4 days, 15:13:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5491, loss_cls: 7.7642, loss: 7.7642 2025-08-07 05:31:47,224 - pyskl - INFO - Epoch [57][7200/7492] lr: 3.422e-02, eta: 4 days, 15:12:58, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5456, loss_cls: 7.8544, loss: 7.8544 2025-08-07 05:32:44,283 - pyskl - INFO - Epoch [57][7300/7492] lr: 3.422e-02, eta: 4 days, 15:12:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5428, loss_cls: 7.8356, loss: 7.8356 2025-08-07 05:33:41,083 - pyskl - INFO - Epoch [57][7400/7492] lr: 3.421e-02, eta: 4 days, 15:11:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5256, loss_cls: 7.8738, loss: 7.8738 2025-08-07 05:34:35,072 - pyskl - INFO - Saving checkpoint at 57 epochs 2025-08-07 05:35:24,230 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 05:35:24,897 - pyskl - INFO - top1_acc 0.2463 top5_acc 0.4829 2025-08-07 05:35:24,897 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 05:35:24,940 - pyskl - INFO - mean_acc 0.2459 2025-08-07 05:35:25,003 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_52.pth was removed 2025-08-07 05:35:26,556 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_57.pth. 2025-08-07 05:35:26,558 - pyskl - INFO - Best top1_acc is 0.2463 at 57 epoch. 2025-08-07 05:35:26,581 - pyskl - INFO - Epoch(val) [57][617] top1_acc: 0.2463, top5_acc: 0.4829, mean_class_accuracy: 0.2459 2025-08-07 05:36:57,936 - pyskl - INFO - Epoch [58][100/7492] lr: 3.420e-02, eta: 4 days, 15:08:40, time: 0.913, data_time: 0.336, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5378, loss_cls: 7.9176, loss: 7.9176 2025-08-07 05:37:55,178 - pyskl - INFO - Epoch [58][200/7492] lr: 3.419e-02, eta: 4 days, 15:07:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5456, loss_cls: 7.7457, loss: 7.7457 2025-08-07 05:38:52,923 - pyskl - INFO - Epoch [58][300/7492] lr: 3.418e-02, eta: 4 days, 15:06:46, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5503, loss_cls: 7.8157, loss: 7.8157 2025-08-07 05:39:50,294 - pyskl - INFO - Epoch [58][400/7492] lr: 3.418e-02, eta: 4 days, 15:05:48, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5441, loss_cls: 7.8178, loss: 7.8178 2025-08-07 05:40:47,215 - pyskl - INFO - Epoch [58][500/7492] lr: 3.417e-02, eta: 4 days, 15:04:50, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5506, loss_cls: 7.7480, loss: 7.7480 2025-08-07 05:41:43,829 - pyskl - INFO - Epoch [58][600/7492] lr: 3.416e-02, eta: 4 days, 15:03:51, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5231, loss_cls: 7.9078, loss: 7.9078 2025-08-07 05:42:40,667 - pyskl - INFO - Epoch [58][700/7492] lr: 3.416e-02, eta: 4 days, 15:02:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5350, loss_cls: 7.8712, loss: 7.8712 2025-08-07 05:43:37,712 - pyskl - INFO - Epoch [58][800/7492] lr: 3.415e-02, eta: 4 days, 15:01:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5400, loss_cls: 7.9004, loss: 7.9004 2025-08-07 05:44:34,537 - pyskl - INFO - Epoch [58][900/7492] lr: 3.414e-02, eta: 4 days, 15:00:56, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2712, top5_acc: 0.5278, loss_cls: 7.9150, loss: 7.9150 2025-08-07 05:45:31,020 - pyskl - INFO - Epoch [58][1000/7492] lr: 3.414e-02, eta: 4 days, 14:59:57, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5469, loss_cls: 7.8494, loss: 7.8494 2025-08-07 05:46:27,720 - pyskl - INFO - Epoch [58][1100/7492] lr: 3.413e-02, eta: 4 days, 14:58:59, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5363, loss_cls: 7.8251, loss: 7.8251 2025-08-07 05:47:25,088 - pyskl - INFO - Epoch [58][1200/7492] lr: 3.413e-02, eta: 4 days, 14:58:01, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5384, loss_cls: 7.7761, loss: 7.7761 2025-08-07 05:48:21,851 - pyskl - INFO - Epoch [58][1300/7492] lr: 3.412e-02, eta: 4 days, 14:57:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5453, loss_cls: 7.7382, loss: 7.7382 2025-08-07 05:49:19,361 - pyskl - INFO - Epoch [58][1400/7492] lr: 3.411e-02, eta: 4 days, 14:56:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3147, top5_acc: 0.5591, loss_cls: 7.6512, loss: 7.6512 2025-08-07 05:50:16,626 - pyskl - INFO - Epoch [58][1500/7492] lr: 3.411e-02, eta: 4 days, 14:55:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5281, loss_cls: 7.9415, loss: 7.9415 2025-08-07 05:51:13,552 - pyskl - INFO - Epoch [58][1600/7492] lr: 3.410e-02, eta: 4 days, 14:54:09, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5466, loss_cls: 7.8454, loss: 7.8454 2025-08-07 05:52:10,273 - pyskl - INFO - Epoch [58][1700/7492] lr: 3.409e-02, eta: 4 days, 14:53:11, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5244, loss_cls: 7.8295, loss: 7.8295 2025-08-07 05:53:07,807 - pyskl - INFO - Epoch [58][1800/7492] lr: 3.409e-02, eta: 4 days, 14:52:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5563, loss_cls: 7.7921, loss: 7.7921 2025-08-07 05:54:04,553 - pyskl - INFO - Epoch [58][1900/7492] lr: 3.408e-02, eta: 4 days, 14:51:15, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5369, loss_cls: 7.9342, loss: 7.9342 2025-08-07 05:55:01,973 - pyskl - INFO - Epoch [58][2000/7492] lr: 3.407e-02, eta: 4 days, 14:50:17, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5469, loss_cls: 7.7708, loss: 7.7708 2025-08-07 05:55:58,998 - pyskl - INFO - Epoch [58][2100/7492] lr: 3.407e-02, eta: 4 days, 14:49:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5425, loss_cls: 7.8312, loss: 7.8312 2025-08-07 05:56:55,896 - pyskl - INFO - Epoch [58][2200/7492] lr: 3.406e-02, eta: 4 days, 14:48:21, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5484, loss_cls: 7.8459, loss: 7.8459 2025-08-07 05:57:52,767 - pyskl - INFO - Epoch [58][2300/7492] lr: 3.405e-02, eta: 4 days, 14:47:23, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5584, loss_cls: 7.7968, loss: 7.7968 2025-08-07 05:58:49,425 - pyskl - INFO - Epoch [58][2400/7492] lr: 3.405e-02, eta: 4 days, 14:46:24, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5337, loss_cls: 7.9518, loss: 7.9518 2025-08-07 05:59:46,938 - pyskl - INFO - Epoch [58][2500/7492] lr: 3.404e-02, eta: 4 days, 14:45:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5381, loss_cls: 7.8889, loss: 7.8889 2025-08-07 06:00:43,723 - pyskl - INFO - Epoch [58][2600/7492] lr: 3.403e-02, eta: 4 days, 14:44:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2966, top5_acc: 0.5472, loss_cls: 7.7231, loss: 7.7231 2025-08-07 06:01:42,413 - pyskl - INFO - Epoch [58][2700/7492] lr: 3.403e-02, eta: 4 days, 14:43:33, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5491, loss_cls: 7.7886, loss: 7.7886 2025-08-07 06:02:41,226 - pyskl - INFO - Epoch [58][2800/7492] lr: 3.402e-02, eta: 4 days, 14:42:38, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5456, loss_cls: 7.8226, loss: 7.8226 2025-08-07 06:03:39,948 - pyskl - INFO - Epoch [58][2900/7492] lr: 3.401e-02, eta: 4 days, 14:41:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5319, loss_cls: 7.9465, loss: 7.9465 2025-08-07 06:04:37,383 - pyskl - INFO - Epoch [58][3000/7492] lr: 3.401e-02, eta: 4 days, 14:40:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5225, loss_cls: 7.9106, loss: 7.9106 2025-08-07 06:05:35,374 - pyskl - INFO - Epoch [58][3100/7492] lr: 3.400e-02, eta: 4 days, 14:39:48, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5278, loss_cls: 7.9414, loss: 7.9414 2025-08-07 06:06:31,959 - pyskl - INFO - Epoch [58][3200/7492] lr: 3.399e-02, eta: 4 days, 14:38:50, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5344, loss_cls: 7.8962, loss: 7.8962 2025-08-07 06:07:29,148 - pyskl - INFO - Epoch [58][3300/7492] lr: 3.399e-02, eta: 4 days, 14:37:52, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5406, loss_cls: 7.8660, loss: 7.8660 2025-08-07 06:08:26,139 - pyskl - INFO - Epoch [58][3400/7492] lr: 3.398e-02, eta: 4 days, 14:36:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5456, loss_cls: 7.7762, loss: 7.7762 2025-08-07 06:09:23,127 - pyskl - INFO - Epoch [58][3500/7492] lr: 3.398e-02, eta: 4 days, 14:35:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5450, loss_cls: 7.8890, loss: 7.8890 2025-08-07 06:10:19,891 - pyskl - INFO - Epoch [58][3600/7492] lr: 3.397e-02, eta: 4 days, 14:34:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5359, loss_cls: 7.8457, loss: 7.8457 2025-08-07 06:11:17,085 - pyskl - INFO - Epoch [58][3700/7492] lr: 3.396e-02, eta: 4 days, 14:33:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5341, loss_cls: 7.9474, loss: 7.9474 2025-08-07 06:12:14,157 - pyskl - INFO - Epoch [58][3800/7492] lr: 3.396e-02, eta: 4 days, 14:33:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5400, loss_cls: 7.9085, loss: 7.9085 2025-08-07 06:13:11,023 - pyskl - INFO - Epoch [58][3900/7492] lr: 3.395e-02, eta: 4 days, 14:32:03, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5416, loss_cls: 7.8848, loss: 7.8848 2025-08-07 06:14:08,815 - pyskl - INFO - Epoch [58][4000/7492] lr: 3.394e-02, eta: 4 days, 14:31:06, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2753, top5_acc: 0.5262, loss_cls: 7.9004, loss: 7.9004 2025-08-07 06:15:07,076 - pyskl - INFO - Epoch [58][4100/7492] lr: 3.394e-02, eta: 4 days, 14:30:10, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5356, loss_cls: 7.9338, loss: 7.9338 2025-08-07 06:16:04,527 - pyskl - INFO - Epoch [58][4200/7492] lr: 3.393e-02, eta: 4 days, 14:29:12, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5537, loss_cls: 7.8131, loss: 7.8131 2025-08-07 06:17:02,628 - pyskl - INFO - Epoch [58][4300/7492] lr: 3.392e-02, eta: 4 days, 14:28:16, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5266, loss_cls: 7.8823, loss: 7.8823 2025-08-07 06:18:01,335 - pyskl - INFO - Epoch [58][4400/7492] lr: 3.392e-02, eta: 4 days, 14:27:21, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5169, loss_cls: 7.8845, loss: 7.8845 2025-08-07 06:18:58,350 - pyskl - INFO - Epoch [58][4500/7492] lr: 3.391e-02, eta: 4 days, 14:26:22, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5178, loss_cls: 7.9400, loss: 7.9400 2025-08-07 06:19:55,353 - pyskl - INFO - Epoch [58][4600/7492] lr: 3.390e-02, eta: 4 days, 14:25:24, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5391, loss_cls: 7.7648, loss: 7.7648 2025-08-07 06:20:52,678 - pyskl - INFO - Epoch [58][4700/7492] lr: 3.390e-02, eta: 4 days, 14:24:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5328, loss_cls: 7.8502, loss: 7.8502 2025-08-07 06:21:49,930 - pyskl - INFO - Epoch [58][4800/7492] lr: 3.389e-02, eta: 4 days, 14:23:29, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5341, loss_cls: 7.9646, loss: 7.9646 2025-08-07 06:22:46,823 - pyskl - INFO - Epoch [58][4900/7492] lr: 3.388e-02, eta: 4 days, 14:22:31, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5337, loss_cls: 7.8647, loss: 7.8647 2025-08-07 06:23:43,297 - pyskl - INFO - Epoch [58][5000/7492] lr: 3.388e-02, eta: 4 days, 14:21:32, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5306, loss_cls: 7.8228, loss: 7.8228 2025-08-07 06:24:40,469 - pyskl - INFO - Epoch [58][5100/7492] lr: 3.387e-02, eta: 4 days, 14:20:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5375, loss_cls: 7.9438, loss: 7.9438 2025-08-07 06:25:37,712 - pyskl - INFO - Epoch [58][5200/7492] lr: 3.386e-02, eta: 4 days, 14:19:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5409, loss_cls: 7.8544, loss: 7.8544 2025-08-07 06:26:35,043 - pyskl - INFO - Epoch [58][5300/7492] lr: 3.386e-02, eta: 4 days, 14:18:39, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5428, loss_cls: 7.7907, loss: 7.7907 2025-08-07 06:27:31,947 - pyskl - INFO - Epoch [58][5400/7492] lr: 3.385e-02, eta: 4 days, 14:17:40, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5459, loss_cls: 7.8648, loss: 7.8648 2025-08-07 06:28:29,506 - pyskl - INFO - Epoch [58][5500/7492] lr: 3.384e-02, eta: 4 days, 14:16:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5344, loss_cls: 7.8457, loss: 7.8457 2025-08-07 06:29:26,384 - pyskl - INFO - Epoch [58][5600/7492] lr: 3.384e-02, eta: 4 days, 14:15:45, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2716, top5_acc: 0.5197, loss_cls: 8.0030, loss: 8.0030 2025-08-07 06:30:23,094 - pyskl - INFO - Epoch [58][5700/7492] lr: 3.383e-02, eta: 4 days, 14:14:46, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2803, top5_acc: 0.5297, loss_cls: 7.8628, loss: 7.8628 2025-08-07 06:31:20,273 - pyskl - INFO - Epoch [58][5800/7492] lr: 3.383e-02, eta: 4 days, 14:13:48, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5453, loss_cls: 7.9075, loss: 7.9075 2025-08-07 06:32:17,731 - pyskl - INFO - Epoch [58][5900/7492] lr: 3.382e-02, eta: 4 days, 14:12:51, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3106, top5_acc: 0.5366, loss_cls: 7.7655, loss: 7.7655 2025-08-07 06:33:14,677 - pyskl - INFO - Epoch [58][6000/7492] lr: 3.381e-02, eta: 4 days, 14:11:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5384, loss_cls: 7.8837, loss: 7.8837 2025-08-07 06:34:11,372 - pyskl - INFO - Epoch [58][6100/7492] lr: 3.381e-02, eta: 4 days, 14:10:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5387, loss_cls: 7.8177, loss: 7.8177 2025-08-07 06:35:08,925 - pyskl - INFO - Epoch [58][6200/7492] lr: 3.380e-02, eta: 4 days, 14:09:57, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5391, loss_cls: 7.9026, loss: 7.9026 2025-08-07 06:36:06,305 - pyskl - INFO - Epoch [58][6300/7492] lr: 3.379e-02, eta: 4 days, 14:08:59, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5372, loss_cls: 7.8464, loss: 7.8464 2025-08-07 06:37:03,304 - pyskl - INFO - Epoch [58][6400/7492] lr: 3.379e-02, eta: 4 days, 14:08:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2803, top5_acc: 0.5250, loss_cls: 7.8732, loss: 7.8732 2025-08-07 06:38:00,757 - pyskl - INFO - Epoch [58][6500/7492] lr: 3.378e-02, eta: 4 days, 14:07:04, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5475, loss_cls: 7.8432, loss: 7.8432 2025-08-07 06:38:58,457 - pyskl - INFO - Epoch [58][6600/7492] lr: 3.377e-02, eta: 4 days, 14:06:07, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5369, loss_cls: 7.9426, loss: 7.9426 2025-08-07 06:39:55,278 - pyskl - INFO - Epoch [58][6700/7492] lr: 3.377e-02, eta: 4 days, 14:05:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5375, loss_cls: 7.8076, loss: 7.8076 2025-08-07 06:40:51,888 - pyskl - INFO - Epoch [58][6800/7492] lr: 3.376e-02, eta: 4 days, 14:04:10, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5275, loss_cls: 7.8932, loss: 7.8932 2025-08-07 06:41:49,581 - pyskl - INFO - Epoch [58][6900/7492] lr: 3.375e-02, eta: 4 days, 14:03:13, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5356, loss_cls: 7.9118, loss: 7.9118 2025-08-07 06:42:46,458 - pyskl - INFO - Epoch [58][7000/7492] lr: 3.375e-02, eta: 4 days, 14:02:14, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5519, loss_cls: 7.8296, loss: 7.8296 2025-08-07 06:43:43,825 - pyskl - INFO - Epoch [58][7100/7492] lr: 3.374e-02, eta: 4 days, 14:01:17, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5434, loss_cls: 7.8145, loss: 7.8145 2025-08-07 06:44:41,490 - pyskl - INFO - Epoch [58][7200/7492] lr: 3.373e-02, eta: 4 days, 14:00:20, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2647, top5_acc: 0.5200, loss_cls: 7.9462, loss: 7.9462 2025-08-07 06:45:38,011 - pyskl - INFO - Epoch [58][7300/7492] lr: 3.373e-02, eta: 4 days, 13:59:21, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2803, top5_acc: 0.5306, loss_cls: 7.8800, loss: 7.8800 2025-08-07 06:46:36,005 - pyskl - INFO - Epoch [58][7400/7492] lr: 3.372e-02, eta: 4 days, 13:58:24, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5375, loss_cls: 7.8418, loss: 7.8418 2025-08-07 06:47:30,612 - pyskl - INFO - Saving checkpoint at 58 epochs 2025-08-07 06:48:20,398 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 06:48:21,058 - pyskl - INFO - top1_acc 0.2386 top5_acc 0.4815 2025-08-07 06:48:21,058 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 06:48:21,107 - pyskl - INFO - mean_acc 0.2384 2025-08-07 06:48:21,127 - pyskl - INFO - Epoch(val) [58][617] top1_acc: 0.2386, top5_acc: 0.4815, mean_class_accuracy: 0.2384 2025-08-07 06:49:50,849 - pyskl - INFO - Epoch [59][100/7492] lr: 3.371e-02, eta: 4 days, 13:56:02, time: 0.897, data_time: 0.331, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5413, loss_cls: 7.8896, loss: 7.8896 2025-08-07 06:50:47,572 - pyskl - INFO - Epoch [59][200/7492] lr: 3.370e-02, eta: 4 days, 13:55:03, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5262, loss_cls: 7.8728, loss: 7.8728 2025-08-07 06:51:44,375 - pyskl - INFO - Epoch [59][300/7492] lr: 3.369e-02, eta: 4 days, 13:54:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5356, loss_cls: 7.8728, loss: 7.8728 2025-08-07 06:52:41,474 - pyskl - INFO - Epoch [59][400/7492] lr: 3.369e-02, eta: 4 days, 13:53:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5466, loss_cls: 7.8598, loss: 7.8598 2025-08-07 06:53:38,064 - pyskl - INFO - Epoch [59][500/7492] lr: 3.368e-02, eta: 4 days, 13:52:08, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5466, loss_cls: 7.7417, loss: 7.7417 2025-08-07 06:54:34,882 - pyskl - INFO - Epoch [59][600/7492] lr: 3.368e-02, eta: 4 days, 13:51:09, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5559, loss_cls: 7.7587, loss: 7.7587 2025-08-07 06:55:31,748 - pyskl - INFO - Epoch [59][700/7492] lr: 3.367e-02, eta: 4 days, 13:50:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5372, loss_cls: 7.7413, loss: 7.7413 2025-08-07 06:56:28,692 - pyskl - INFO - Epoch [59][800/7492] lr: 3.366e-02, eta: 4 days, 13:49:13, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5269, loss_cls: 7.8559, loss: 7.8559 2025-08-07 06:57:25,579 - pyskl - INFO - Epoch [59][900/7492] lr: 3.366e-02, eta: 4 days, 13:48:15, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5541, loss_cls: 7.7800, loss: 7.7800 2025-08-07 06:58:22,331 - pyskl - INFO - Epoch [59][1000/7492] lr: 3.365e-02, eta: 4 days, 13:47:16, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5566, loss_cls: 7.7215, loss: 7.7215 2025-08-07 06:59:19,426 - pyskl - INFO - Epoch [59][1100/7492] lr: 3.364e-02, eta: 4 days, 13:46:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5378, loss_cls: 7.8447, loss: 7.8447 2025-08-07 07:00:16,272 - pyskl - INFO - Epoch [59][1200/7492] lr: 3.364e-02, eta: 4 days, 13:45:20, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5394, loss_cls: 7.8220, loss: 7.8220 2025-08-07 07:01:13,366 - pyskl - INFO - Epoch [59][1300/7492] lr: 3.363e-02, eta: 4 days, 13:44:22, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5372, loss_cls: 7.8457, loss: 7.8457 2025-08-07 07:02:10,164 - pyskl - INFO - Epoch [59][1400/7492] lr: 3.362e-02, eta: 4 days, 13:43:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5469, loss_cls: 7.7496, loss: 7.7496 2025-08-07 07:03:07,287 - pyskl - INFO - Epoch [59][1500/7492] lr: 3.362e-02, eta: 4 days, 13:42:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2741, top5_acc: 0.5400, loss_cls: 7.8536, loss: 7.8536 2025-08-07 07:04:04,832 - pyskl - INFO - Epoch [59][1600/7492] lr: 3.361e-02, eta: 4 days, 13:41:28, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5394, loss_cls: 7.8435, loss: 7.8435 2025-08-07 07:05:02,345 - pyskl - INFO - Epoch [59][1700/7492] lr: 3.360e-02, eta: 4 days, 13:40:31, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5384, loss_cls: 7.7996, loss: 7.7996 2025-08-07 07:05:59,157 - pyskl - INFO - Epoch [59][1800/7492] lr: 3.360e-02, eta: 4 days, 13:39:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5503, loss_cls: 7.8124, loss: 7.8124 2025-08-07 07:06:55,923 - pyskl - INFO - Epoch [59][1900/7492] lr: 3.359e-02, eta: 4 days, 13:38:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5312, loss_cls: 7.8782, loss: 7.8782 2025-08-07 07:07:52,994 - pyskl - INFO - Epoch [59][2000/7492] lr: 3.358e-02, eta: 4 days, 13:37:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5494, loss_cls: 7.8028, loss: 7.8028 2025-08-07 07:08:49,778 - pyskl - INFO - Epoch [59][2100/7492] lr: 3.358e-02, eta: 4 days, 13:36:38, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5444, loss_cls: 7.8157, loss: 7.8157 2025-08-07 07:09:47,095 - pyskl - INFO - Epoch [59][2200/7492] lr: 3.357e-02, eta: 4 days, 13:35:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5359, loss_cls: 7.8715, loss: 7.8715 2025-08-07 07:10:43,663 - pyskl - INFO - Epoch [59][2300/7492] lr: 3.356e-02, eta: 4 days, 13:34:41, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5306, loss_cls: 7.8807, loss: 7.8807 2025-08-07 07:11:40,383 - pyskl - INFO - Epoch [59][2400/7492] lr: 3.356e-02, eta: 4 days, 13:33:43, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5234, loss_cls: 8.0886, loss: 8.0886 2025-08-07 07:12:37,555 - pyskl - INFO - Epoch [59][2500/7492] lr: 3.355e-02, eta: 4 days, 13:32:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5309, loss_cls: 7.9548, loss: 7.9548 2025-08-07 07:13:34,877 - pyskl - INFO - Epoch [59][2600/7492] lr: 3.354e-02, eta: 4 days, 13:31:48, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5266, loss_cls: 7.8850, loss: 7.8850 2025-08-07 07:14:32,244 - pyskl - INFO - Epoch [59][2700/7492] lr: 3.354e-02, eta: 4 days, 13:30:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5481, loss_cls: 7.8217, loss: 7.8217 2025-08-07 07:15:28,844 - pyskl - INFO - Epoch [59][2800/7492] lr: 3.353e-02, eta: 4 days, 13:29:51, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5437, loss_cls: 7.8296, loss: 7.8296 2025-08-07 07:16:25,593 - pyskl - INFO - Epoch [59][2900/7492] lr: 3.352e-02, eta: 4 days, 13:28:53, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5619, loss_cls: 7.6789, loss: 7.6789 2025-08-07 07:17:22,228 - pyskl - INFO - Epoch [59][3000/7492] lr: 3.352e-02, eta: 4 days, 13:27:54, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5316, loss_cls: 7.7737, loss: 7.7737 2025-08-07 07:18:18,821 - pyskl - INFO - Epoch [59][3100/7492] lr: 3.351e-02, eta: 4 days, 13:26:55, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2737, top5_acc: 0.5406, loss_cls: 7.8577, loss: 7.8577 2025-08-07 07:19:16,026 - pyskl - INFO - Epoch [59][3200/7492] lr: 3.350e-02, eta: 4 days, 13:25:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5212, loss_cls: 7.8249, loss: 7.8249 2025-08-07 07:20:13,091 - pyskl - INFO - Epoch [59][3300/7492] lr: 3.350e-02, eta: 4 days, 13:25:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5456, loss_cls: 7.8191, loss: 7.8191 2025-08-07 07:21:10,073 - pyskl - INFO - Epoch [59][3400/7492] lr: 3.349e-02, eta: 4 days, 13:24:02, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5369, loss_cls: 7.8928, loss: 7.8928 2025-08-07 07:22:06,827 - pyskl - INFO - Epoch [59][3500/7492] lr: 3.348e-02, eta: 4 days, 13:23:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5375, loss_cls: 7.8372, loss: 7.8372 2025-08-07 07:23:05,942 - pyskl - INFO - Epoch [59][3600/7492] lr: 3.348e-02, eta: 4 days, 13:22:08, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5497, loss_cls: 7.7643, loss: 7.7643 2025-08-07 07:24:04,558 - pyskl - INFO - Epoch [59][3700/7492] lr: 3.347e-02, eta: 4 days, 13:21:13, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2812, top5_acc: 0.5363, loss_cls: 7.8092, loss: 7.8092 2025-08-07 07:25:01,987 - pyskl - INFO - Epoch [59][3800/7492] lr: 3.346e-02, eta: 4 days, 13:20:15, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5378, loss_cls: 7.9076, loss: 7.9076 2025-08-07 07:25:58,999 - pyskl - INFO - Epoch [59][3900/7492] lr: 3.346e-02, eta: 4 days, 13:19:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5413, loss_cls: 7.8302, loss: 7.8302 2025-08-07 07:26:55,868 - pyskl - INFO - Epoch [59][4000/7492] lr: 3.345e-02, eta: 4 days, 13:18:19, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5422, loss_cls: 7.7782, loss: 7.7782 2025-08-07 07:27:52,640 - pyskl - INFO - Epoch [59][4100/7492] lr: 3.345e-02, eta: 4 days, 13:17:21, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5416, loss_cls: 7.8656, loss: 7.8656 2025-08-07 07:28:49,796 - pyskl - INFO - Epoch [59][4200/7492] lr: 3.344e-02, eta: 4 days, 13:16:23, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5400, loss_cls: 7.8638, loss: 7.8638 2025-08-07 07:29:47,167 - pyskl - INFO - Epoch [59][4300/7492] lr: 3.343e-02, eta: 4 days, 13:15:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5334, loss_cls: 7.8424, loss: 7.8424 2025-08-07 07:30:44,924 - pyskl - INFO - Epoch [59][4400/7492] lr: 3.343e-02, eta: 4 days, 13:14:28, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5444, loss_cls: 7.8096, loss: 7.8096 2025-08-07 07:31:42,535 - pyskl - INFO - Epoch [59][4500/7492] lr: 3.342e-02, eta: 4 days, 13:13:31, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5422, loss_cls: 7.8030, loss: 7.8030 2025-08-07 07:32:41,310 - pyskl - INFO - Epoch [59][4600/7492] lr: 3.341e-02, eta: 4 days, 13:12:36, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5422, loss_cls: 7.7724, loss: 7.7724 2025-08-07 07:33:38,211 - pyskl - INFO - Epoch [59][4700/7492] lr: 3.341e-02, eta: 4 days, 13:11:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2694, top5_acc: 0.5278, loss_cls: 8.0226, loss: 8.0226 2025-08-07 07:34:35,930 - pyskl - INFO - Epoch [59][4800/7492] lr: 3.340e-02, eta: 4 days, 13:10:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2784, top5_acc: 0.5406, loss_cls: 7.8904, loss: 7.8904 2025-08-07 07:35:33,178 - pyskl - INFO - Epoch [59][4900/7492] lr: 3.339e-02, eta: 4 days, 13:09:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5353, loss_cls: 7.8806, loss: 7.8806 2025-08-07 07:36:30,975 - pyskl - INFO - Epoch [59][5000/7492] lr: 3.339e-02, eta: 4 days, 13:08:46, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5494, loss_cls: 7.7485, loss: 7.7485 2025-08-07 07:37:29,654 - pyskl - INFO - Epoch [59][5100/7492] lr: 3.338e-02, eta: 4 days, 13:07:51, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5244, loss_cls: 7.9508, loss: 7.9508 2025-08-07 07:38:28,689 - pyskl - INFO - Epoch [59][5200/7492] lr: 3.337e-02, eta: 4 days, 13:06:56, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2772, top5_acc: 0.5397, loss_cls: 7.9463, loss: 7.9463 2025-08-07 07:39:26,068 - pyskl - INFO - Epoch [59][5300/7492] lr: 3.337e-02, eta: 4 days, 13:05:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5253, loss_cls: 7.9114, loss: 7.9114 2025-08-07 07:40:24,309 - pyskl - INFO - Epoch [59][5400/7492] lr: 3.336e-02, eta: 4 days, 13:05:02, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5563, loss_cls: 7.7357, loss: 7.7357 2025-08-07 07:41:22,415 - pyskl - INFO - Epoch [59][5500/7492] lr: 3.335e-02, eta: 4 days, 13:04:06, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2744, top5_acc: 0.5216, loss_cls: 8.0555, loss: 8.0555 2025-08-07 07:42:21,090 - pyskl - INFO - Epoch [59][5600/7492] lr: 3.335e-02, eta: 4 days, 13:03:10, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5475, loss_cls: 7.7315, loss: 7.7315 2025-08-07 07:43:19,809 - pyskl - INFO - Epoch [59][5700/7492] lr: 3.334e-02, eta: 4 days, 13:02:15, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5491, loss_cls: 7.8795, loss: 7.8795 2025-08-07 07:44:17,380 - pyskl - INFO - Epoch [59][5800/7492] lr: 3.333e-02, eta: 4 days, 13:01:18, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5400, loss_cls: 7.7647, loss: 7.7647 2025-08-07 07:45:14,145 - pyskl - INFO - Epoch [59][5900/7492] lr: 3.333e-02, eta: 4 days, 13:00:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5234, loss_cls: 7.9056, loss: 7.9056 2025-08-07 07:46:12,889 - pyskl - INFO - Epoch [59][6000/7492] lr: 3.332e-02, eta: 4 days, 12:59:24, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5459, loss_cls: 7.8313, loss: 7.8313 2025-08-07 07:47:11,931 - pyskl - INFO - Epoch [59][6100/7492] lr: 3.331e-02, eta: 4 days, 12:58:29, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5303, loss_cls: 7.9306, loss: 7.9306 2025-08-07 07:48:10,574 - pyskl - INFO - Epoch [59][6200/7492] lr: 3.331e-02, eta: 4 days, 12:57:33, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5450, loss_cls: 7.8026, loss: 7.8026 2025-08-07 07:49:09,511 - pyskl - INFO - Epoch [59][6300/7492] lr: 3.330e-02, eta: 4 days, 12:56:38, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5491, loss_cls: 7.8261, loss: 7.8261 2025-08-07 07:50:08,311 - pyskl - INFO - Epoch [59][6400/7492] lr: 3.329e-02, eta: 4 days, 12:55:43, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5294, loss_cls: 7.9211, loss: 7.9211 2025-08-07 07:51:05,990 - pyskl - INFO - Epoch [59][6500/7492] lr: 3.329e-02, eta: 4 days, 12:54:46, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5369, loss_cls: 7.8396, loss: 7.8396 2025-08-07 07:52:04,059 - pyskl - INFO - Epoch [59][6600/7492] lr: 3.328e-02, eta: 4 days, 12:53:49, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5347, loss_cls: 7.8361, loss: 7.8361 2025-08-07 07:53:02,015 - pyskl - INFO - Epoch [59][6700/7492] lr: 3.327e-02, eta: 4 days, 12:52:53, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5397, loss_cls: 7.8147, loss: 7.8147 2025-08-07 07:54:00,135 - pyskl - INFO - Epoch [59][6800/7492] lr: 3.327e-02, eta: 4 days, 12:51:57, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 7.8384, loss: 7.8384 2025-08-07 07:54:58,658 - pyskl - INFO - Epoch [59][6900/7492] lr: 3.326e-02, eta: 4 days, 12:51:01, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2966, top5_acc: 0.5516, loss_cls: 7.7990, loss: 7.7990 2025-08-07 07:55:57,349 - pyskl - INFO - Epoch [59][7000/7492] lr: 3.325e-02, eta: 4 days, 12:50:05, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5531, loss_cls: 7.7665, loss: 7.7665 2025-08-07 07:56:55,376 - pyskl - INFO - Epoch [59][7100/7492] lr: 3.325e-02, eta: 4 days, 12:49:09, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5353, loss_cls: 7.8665, loss: 7.8665 2025-08-07 07:57:53,645 - pyskl - INFO - Epoch [59][7200/7492] lr: 3.324e-02, eta: 4 days, 12:48:13, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5375, loss_cls: 7.8193, loss: 7.8193 2025-08-07 07:58:51,686 - pyskl - INFO - Epoch [59][7300/7492] lr: 3.323e-02, eta: 4 days, 12:47:16, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5350, loss_cls: 7.9201, loss: 7.9201 2025-08-07 07:59:49,914 - pyskl - INFO - Epoch [59][7400/7492] lr: 3.323e-02, eta: 4 days, 12:46:20, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5353, loss_cls: 7.8292, loss: 7.8292 2025-08-07 08:00:44,542 - pyskl - INFO - Saving checkpoint at 59 epochs 2025-08-07 08:01:34,527 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 08:01:35,191 - pyskl - INFO - top1_acc 0.2535 top5_acc 0.5006 2025-08-07 08:01:35,191 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 08:01:35,236 - pyskl - INFO - mean_acc 0.2532 2025-08-07 08:01:35,305 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_57.pth was removed 2025-08-07 08:01:36,861 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_59.pth. 2025-08-07 08:01:36,863 - pyskl - INFO - Best top1_acc is 0.2535 at 59 epoch. 2025-08-07 08:01:36,885 - pyskl - INFO - Epoch(val) [59][617] top1_acc: 0.2535, top5_acc: 0.5006, mean_class_accuracy: 0.2532 2025-08-07 08:03:09,908 - pyskl - INFO - Epoch [60][100/7492] lr: 3.322e-02, eta: 4 days, 12:44:03, time: 0.930, data_time: 0.339, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5422, loss_cls: 7.7905, loss: 7.7905 2025-08-07 08:04:08,416 - pyskl - INFO - Epoch [60][200/7492] lr: 3.321e-02, eta: 4 days, 12:43:07, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5541, loss_cls: 7.8450, loss: 7.8450 2025-08-07 08:05:06,701 - pyskl - INFO - Epoch [60][300/7492] lr: 3.320e-02, eta: 4 days, 12:42:11, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5425, loss_cls: 7.8172, loss: 7.8172 2025-08-07 08:06:03,886 - pyskl - INFO - Epoch [60][400/7492] lr: 3.320e-02, eta: 4 days, 12:41:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5356, loss_cls: 7.8635, loss: 7.8635 2025-08-07 08:07:01,108 - pyskl - INFO - Epoch [60][500/7492] lr: 3.319e-02, eta: 4 days, 12:40:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5478, loss_cls: 7.7892, loss: 7.7892 2025-08-07 08:07:57,898 - pyskl - INFO - Epoch [60][600/7492] lr: 3.318e-02, eta: 4 days, 12:39:17, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5256, loss_cls: 7.8555, loss: 7.8555 2025-08-07 08:08:54,894 - pyskl - INFO - Epoch [60][700/7492] lr: 3.318e-02, eta: 4 days, 12:38:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5312, loss_cls: 7.7986, loss: 7.7986 2025-08-07 08:09:52,097 - pyskl - INFO - Epoch [60][800/7492] lr: 3.317e-02, eta: 4 days, 12:37:22, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5238, loss_cls: 7.9636, loss: 7.9636 2025-08-07 08:10:49,292 - pyskl - INFO - Epoch [60][900/7492] lr: 3.316e-02, eta: 4 days, 12:36:24, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5537, loss_cls: 7.7809, loss: 7.7809 2025-08-07 08:11:46,525 - pyskl - INFO - Epoch [60][1000/7492] lr: 3.316e-02, eta: 4 days, 12:35:26, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5387, loss_cls: 7.8821, loss: 7.8821 2025-08-07 08:12:43,860 - pyskl - INFO - Epoch [60][1100/7492] lr: 3.315e-02, eta: 4 days, 12:34:28, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5366, loss_cls: 7.8220, loss: 7.8220 2025-08-07 08:13:40,639 - pyskl - INFO - Epoch [60][1200/7492] lr: 3.314e-02, eta: 4 days, 12:33:30, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5422, loss_cls: 7.8586, loss: 7.8586 2025-08-07 08:14:37,621 - pyskl - INFO - Epoch [60][1300/7492] lr: 3.314e-02, eta: 4 days, 12:32:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5575, loss_cls: 7.7167, loss: 7.7167 2025-08-07 08:15:35,663 - pyskl - INFO - Epoch [60][1400/7492] lr: 3.313e-02, eta: 4 days, 12:31:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5403, loss_cls: 7.7739, loss: 7.7739 2025-08-07 08:16:32,804 - pyskl - INFO - Epoch [60][1500/7492] lr: 3.312e-02, eta: 4 days, 12:30:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5441, loss_cls: 7.7504, loss: 7.7504 2025-08-07 08:17:29,710 - pyskl - INFO - Epoch [60][1600/7492] lr: 3.312e-02, eta: 4 days, 12:29:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5244, loss_cls: 7.9743, loss: 7.9743 2025-08-07 08:18:26,424 - pyskl - INFO - Epoch [60][1700/7492] lr: 3.311e-02, eta: 4 days, 12:28:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5547, loss_cls: 7.7212, loss: 7.7212 2025-08-07 08:19:22,874 - pyskl - INFO - Epoch [60][1800/7492] lr: 3.310e-02, eta: 4 days, 12:27:42, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5269, loss_cls: 7.7250, loss: 7.7250 2025-08-07 08:20:19,908 - pyskl - INFO - Epoch [60][1900/7492] lr: 3.310e-02, eta: 4 days, 12:26:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5325, loss_cls: 7.8248, loss: 7.8248 2025-08-07 08:21:17,269 - pyskl - INFO - Epoch [60][2000/7492] lr: 3.309e-02, eta: 4 days, 12:25:46, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5503, loss_cls: 7.8826, loss: 7.8826 2025-08-07 08:22:14,570 - pyskl - INFO - Epoch [60][2100/7492] lr: 3.308e-02, eta: 4 days, 12:24:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5463, loss_cls: 7.8910, loss: 7.8910 2025-08-07 08:23:11,827 - pyskl - INFO - Epoch [60][2200/7492] lr: 3.308e-02, eta: 4 days, 12:23:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5547, loss_cls: 7.7706, loss: 7.7706 2025-08-07 08:24:09,108 - pyskl - INFO - Epoch [60][2300/7492] lr: 3.307e-02, eta: 4 days, 12:22:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5456, loss_cls: 7.7663, loss: 7.7663 2025-08-07 08:25:06,011 - pyskl - INFO - Epoch [60][2400/7492] lr: 3.306e-02, eta: 4 days, 12:21:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5463, loss_cls: 7.6968, loss: 7.6968 2025-08-07 08:26:03,490 - pyskl - INFO - Epoch [60][2500/7492] lr: 3.306e-02, eta: 4 days, 12:20:58, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5459, loss_cls: 7.7754, loss: 7.7754 2025-08-07 08:27:00,354 - pyskl - INFO - Epoch [60][2600/7492] lr: 3.305e-02, eta: 4 days, 12:20:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5350, loss_cls: 7.9107, loss: 7.9107 2025-08-07 08:27:57,272 - pyskl - INFO - Epoch [60][2700/7492] lr: 3.304e-02, eta: 4 days, 12:19:01, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5500, loss_cls: 7.8632, loss: 7.8632 2025-08-07 08:28:54,034 - pyskl - INFO - Epoch [60][2800/7492] lr: 3.304e-02, eta: 4 days, 12:18:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 7.7750, loss: 7.7750 2025-08-07 08:29:50,833 - pyskl - INFO - Epoch [60][2900/7492] lr: 3.303e-02, eta: 4 days, 12:17:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5369, loss_cls: 7.8846, loss: 7.8846 2025-08-07 08:30:48,080 - pyskl - INFO - Epoch [60][3000/7492] lr: 3.302e-02, eta: 4 days, 12:16:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5472, loss_cls: 7.8044, loss: 7.8044 2025-08-07 08:31:45,087 - pyskl - INFO - Epoch [60][3100/7492] lr: 3.302e-02, eta: 4 days, 12:15:09, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5384, loss_cls: 7.8561, loss: 7.8561 2025-08-07 08:32:43,010 - pyskl - INFO - Epoch [60][3200/7492] lr: 3.301e-02, eta: 4 days, 12:14:12, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5409, loss_cls: 7.7873, loss: 7.7873 2025-08-07 08:33:40,004 - pyskl - INFO - Epoch [60][3300/7492] lr: 3.300e-02, eta: 4 days, 12:13:14, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5484, loss_cls: 7.8968, loss: 7.8968 2025-08-07 08:34:36,568 - pyskl - INFO - Epoch [60][3400/7492] lr: 3.300e-02, eta: 4 days, 12:12:15, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5228, loss_cls: 7.9200, loss: 7.9200 2025-08-07 08:35:33,151 - pyskl - INFO - Epoch [60][3500/7492] lr: 3.299e-02, eta: 4 days, 12:11:17, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5247, loss_cls: 7.9634, loss: 7.9634 2025-08-07 08:36:30,378 - pyskl - INFO - Epoch [60][3600/7492] lr: 3.298e-02, eta: 4 days, 12:10:19, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5384, loss_cls: 7.8837, loss: 7.8837 2025-08-07 08:37:27,968 - pyskl - INFO - Epoch [60][3700/7492] lr: 3.298e-02, eta: 4 days, 12:09:22, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5509, loss_cls: 7.7053, loss: 7.7053 2025-08-07 08:38:26,413 - pyskl - INFO - Epoch [60][3800/7492] lr: 3.297e-02, eta: 4 days, 12:08:26, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5350, loss_cls: 7.9023, loss: 7.9023 2025-08-07 08:39:25,166 - pyskl - INFO - Epoch [60][3900/7492] lr: 3.296e-02, eta: 4 days, 12:07:31, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5500, loss_cls: 7.8016, loss: 7.8016 2025-08-07 08:40:23,499 - pyskl - INFO - Epoch [60][4000/7492] lr: 3.296e-02, eta: 4 days, 12:06:35, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5384, loss_cls: 7.8831, loss: 7.8831 2025-08-07 08:41:21,067 - pyskl - INFO - Epoch [60][4100/7492] lr: 3.295e-02, eta: 4 days, 12:05:37, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5681, loss_cls: 7.7173, loss: 7.7173 2025-08-07 08:42:17,936 - pyskl - INFO - Epoch [60][4200/7492] lr: 3.294e-02, eta: 4 days, 12:04:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5475, loss_cls: 7.8143, loss: 7.8143 2025-08-07 08:43:15,836 - pyskl - INFO - Epoch [60][4300/7492] lr: 3.294e-02, eta: 4 days, 12:03:42, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5347, loss_cls: 7.8904, loss: 7.8904 2025-08-07 08:44:13,200 - pyskl - INFO - Epoch [60][4400/7492] lr: 3.293e-02, eta: 4 days, 12:02:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5372, loss_cls: 7.8625, loss: 7.8625 2025-08-07 08:45:10,694 - pyskl - INFO - Epoch [60][4500/7492] lr: 3.292e-02, eta: 4 days, 12:01:48, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5403, loss_cls: 7.8952, loss: 7.8952 2025-08-07 08:46:08,149 - pyskl - INFO - Epoch [60][4600/7492] lr: 3.292e-02, eta: 4 days, 12:00:50, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5222, loss_cls: 7.9725, loss: 7.9725 2025-08-07 08:47:05,810 - pyskl - INFO - Epoch [60][4700/7492] lr: 3.291e-02, eta: 4 days, 11:59:53, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5456, loss_cls: 7.8341, loss: 7.8341 2025-08-07 08:48:03,288 - pyskl - INFO - Epoch [60][4800/7492] lr: 3.290e-02, eta: 4 days, 11:58:56, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5434, loss_cls: 7.9861, loss: 7.9861 2025-08-07 08:49:00,083 - pyskl - INFO - Epoch [60][4900/7492] lr: 3.290e-02, eta: 4 days, 11:57:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5450, loss_cls: 7.8307, loss: 7.8307 2025-08-07 08:49:56,651 - pyskl - INFO - Epoch [60][5000/7492] lr: 3.289e-02, eta: 4 days, 11:56:59, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5322, loss_cls: 7.8918, loss: 7.8918 2025-08-07 08:50:53,436 - pyskl - INFO - Epoch [60][5100/7492] lr: 3.288e-02, eta: 4 days, 11:56:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2725, top5_acc: 0.5291, loss_cls: 7.8668, loss: 7.8668 2025-08-07 08:51:50,437 - pyskl - INFO - Epoch [60][5200/7492] lr: 3.288e-02, eta: 4 days, 11:55:02, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2747, top5_acc: 0.5303, loss_cls: 7.9080, loss: 7.9080 2025-08-07 08:52:48,043 - pyskl - INFO - Epoch [60][5300/7492] lr: 3.287e-02, eta: 4 days, 11:54:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5578, loss_cls: 7.7297, loss: 7.7297 2025-08-07 08:53:46,103 - pyskl - INFO - Epoch [60][5400/7492] lr: 3.286e-02, eta: 4 days, 11:53:09, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5416, loss_cls: 7.8570, loss: 7.8570 2025-08-07 08:54:43,289 - pyskl - INFO - Epoch [60][5500/7492] lr: 3.286e-02, eta: 4 days, 11:52:11, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5344, loss_cls: 7.8427, loss: 7.8427 2025-08-07 08:55:42,015 - pyskl - INFO - Epoch [60][5600/7492] lr: 3.285e-02, eta: 4 days, 11:51:15, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5359, loss_cls: 7.7973, loss: 7.7973 2025-08-07 08:56:40,749 - pyskl - INFO - Epoch [60][5700/7492] lr: 3.284e-02, eta: 4 days, 11:50:20, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5434, loss_cls: 7.8635, loss: 7.8635 2025-08-07 08:57:38,432 - pyskl - INFO - Epoch [60][5800/7492] lr: 3.284e-02, eta: 4 days, 11:49:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5391, loss_cls: 7.8821, loss: 7.8821 2025-08-07 08:58:36,026 - pyskl - INFO - Epoch [60][5900/7492] lr: 3.283e-02, eta: 4 days, 11:48:26, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5434, loss_cls: 7.8769, loss: 7.8769 2025-08-07 08:59:32,473 - pyskl - INFO - Epoch [60][6000/7492] lr: 3.282e-02, eta: 4 days, 11:47:27, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5259, loss_cls: 7.9014, loss: 7.9014 2025-08-07 09:00:29,175 - pyskl - INFO - Epoch [60][6100/7492] lr: 3.282e-02, eta: 4 days, 11:46:28, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5463, loss_cls: 7.8486, loss: 7.8486 2025-08-07 09:01:26,239 - pyskl - INFO - Epoch [60][6200/7492] lr: 3.281e-02, eta: 4 days, 11:45:30, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5331, loss_cls: 7.8194, loss: 7.8194 2025-08-07 09:02:23,733 - pyskl - INFO - Epoch [60][6300/7492] lr: 3.280e-02, eta: 4 days, 11:44:33, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5434, loss_cls: 7.8690, loss: 7.8690 2025-08-07 09:03:21,525 - pyskl - INFO - Epoch [60][6400/7492] lr: 3.280e-02, eta: 4 days, 11:43:36, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 7.6868, loss: 7.6868 2025-08-07 09:04:18,518 - pyskl - INFO - Epoch [60][6500/7492] lr: 3.279e-02, eta: 4 days, 11:42:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5409, loss_cls: 7.8655, loss: 7.8655 2025-08-07 09:05:15,311 - pyskl - INFO - Epoch [60][6600/7492] lr: 3.278e-02, eta: 4 days, 11:41:40, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5391, loss_cls: 7.8188, loss: 7.8188 2025-08-07 09:06:12,002 - pyskl - INFO - Epoch [60][6700/7492] lr: 3.278e-02, eta: 4 days, 11:40:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5494, loss_cls: 7.7759, loss: 7.7759 2025-08-07 09:07:09,805 - pyskl - INFO - Epoch [60][6800/7492] lr: 3.277e-02, eta: 4 days, 11:39:44, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5528, loss_cls: 7.7901, loss: 7.7901 2025-08-07 09:08:07,430 - pyskl - INFO - Epoch [60][6900/7492] lr: 3.276e-02, eta: 4 days, 11:38:47, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2728, top5_acc: 0.5341, loss_cls: 7.8084, loss: 7.8084 2025-08-07 09:09:04,675 - pyskl - INFO - Epoch [60][7000/7492] lr: 3.276e-02, eta: 4 days, 11:37:50, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5434, loss_cls: 7.7809, loss: 7.7809 2025-08-07 09:10:01,463 - pyskl - INFO - Epoch [60][7100/7492] lr: 3.275e-02, eta: 4 days, 11:36:51, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5384, loss_cls: 7.8856, loss: 7.8856 2025-08-07 09:10:59,654 - pyskl - INFO - Epoch [60][7200/7492] lr: 3.274e-02, eta: 4 days, 11:35:55, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5434, loss_cls: 7.7953, loss: 7.7953 2025-08-07 09:11:57,373 - pyskl - INFO - Epoch [60][7300/7492] lr: 3.274e-02, eta: 4 days, 11:34:58, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5653, loss_cls: 7.7151, loss: 7.7151 2025-08-07 09:12:54,160 - pyskl - INFO - Epoch [60][7400/7492] lr: 3.273e-02, eta: 4 days, 11:34:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5316, loss_cls: 7.8445, loss: 7.8445 2025-08-07 09:13:48,626 - pyskl - INFO - Saving checkpoint at 60 epochs 2025-08-07 09:14:37,961 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 09:14:38,630 - pyskl - INFO - top1_acc 0.2469 top5_acc 0.4969 2025-08-07 09:14:38,630 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 09:14:38,681 - pyskl - INFO - mean_acc 0.2467 2025-08-07 09:14:38,693 - pyskl - INFO - Epoch(val) [60][617] top1_acc: 0.2469, top5_acc: 0.4969, mean_class_accuracy: 0.2467 2025-08-07 09:16:09,666 - pyskl - INFO - Epoch [61][100/7492] lr: 3.272e-02, eta: 4 days, 11:31:40, time: 0.910, data_time: 0.337, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5469, loss_cls: 7.7951, loss: 7.7951 2025-08-07 09:17:08,416 - pyskl - INFO - Epoch [61][200/7492] lr: 3.271e-02, eta: 4 days, 11:30:45, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5491, loss_cls: 7.7466, loss: 7.7466 2025-08-07 09:18:06,778 - pyskl - INFO - Epoch [61][300/7492] lr: 3.271e-02, eta: 4 days, 11:29:49, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5481, loss_cls: 7.8392, loss: 7.8392 2025-08-07 09:19:04,346 - pyskl - INFO - Epoch [61][400/7492] lr: 3.270e-02, eta: 4 days, 11:28:52, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3066, top5_acc: 0.5419, loss_cls: 7.8434, loss: 7.8434 2025-08-07 09:20:01,200 - pyskl - INFO - Epoch [61][500/7492] lr: 3.269e-02, eta: 4 days, 11:27:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5425, loss_cls: 7.7408, loss: 7.7408 2025-08-07 09:20:58,600 - pyskl - INFO - Epoch [61][600/7492] lr: 3.269e-02, eta: 4 days, 11:26:56, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5487, loss_cls: 7.8029, loss: 7.8029 2025-08-07 09:21:55,402 - pyskl - INFO - Epoch [61][700/7492] lr: 3.268e-02, eta: 4 days, 11:25:58, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5434, loss_cls: 7.8764, loss: 7.8764 2025-08-07 09:22:52,273 - pyskl - INFO - Epoch [61][800/7492] lr: 3.267e-02, eta: 4 days, 11:24:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5322, loss_cls: 7.9120, loss: 7.9120 2025-08-07 09:23:49,207 - pyskl - INFO - Epoch [61][900/7492] lr: 3.267e-02, eta: 4 days, 11:24:01, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5534, loss_cls: 7.7642, loss: 7.7642 2025-08-07 09:24:46,380 - pyskl - INFO - Epoch [61][1000/7492] lr: 3.266e-02, eta: 4 days, 11:23:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5516, loss_cls: 7.8142, loss: 7.8142 2025-08-07 09:25:43,477 - pyskl - INFO - Epoch [61][1100/7492] lr: 3.265e-02, eta: 4 days, 11:22:06, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5575, loss_cls: 7.8168, loss: 7.8168 2025-08-07 09:26:41,129 - pyskl - INFO - Epoch [61][1200/7492] lr: 3.265e-02, eta: 4 days, 11:21:09, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5397, loss_cls: 7.7643, loss: 7.7643 2025-08-07 09:27:38,036 - pyskl - INFO - Epoch [61][1300/7492] lr: 3.264e-02, eta: 4 days, 11:20:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5587, loss_cls: 7.7217, loss: 7.7217 2025-08-07 09:28:35,449 - pyskl - INFO - Epoch [61][1400/7492] lr: 3.263e-02, eta: 4 days, 11:19:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5447, loss_cls: 7.8662, loss: 7.8662 2025-08-07 09:29:32,578 - pyskl - INFO - Epoch [61][1500/7492] lr: 3.263e-02, eta: 4 days, 11:18:15, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5544, loss_cls: 7.6780, loss: 7.6780 2025-08-07 09:30:29,774 - pyskl - INFO - Epoch [61][1600/7492] lr: 3.262e-02, eta: 4 days, 11:17:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2775, top5_acc: 0.5419, loss_cls: 7.8027, loss: 7.8027 2025-08-07 09:31:26,617 - pyskl - INFO - Epoch [61][1700/7492] lr: 3.261e-02, eta: 4 days, 11:16:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5416, loss_cls: 7.8052, loss: 7.8052 2025-08-07 09:32:23,676 - pyskl - INFO - Epoch [61][1800/7492] lr: 3.261e-02, eta: 4 days, 11:15:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5606, loss_cls: 7.7515, loss: 7.7515 2025-08-07 09:33:21,289 - pyskl - INFO - Epoch [61][1900/7492] lr: 3.260e-02, eta: 4 days, 11:14:24, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5384, loss_cls: 7.8290, loss: 7.8290 2025-08-07 09:34:18,561 - pyskl - INFO - Epoch [61][2000/7492] lr: 3.259e-02, eta: 4 days, 11:13:26, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5341, loss_cls: 7.8653, loss: 7.8653 2025-08-07 09:35:15,515 - pyskl - INFO - Epoch [61][2100/7492] lr: 3.259e-02, eta: 4 days, 11:12:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5244, loss_cls: 7.9175, loss: 7.9175 2025-08-07 09:36:12,376 - pyskl - INFO - Epoch [61][2200/7492] lr: 3.258e-02, eta: 4 days, 11:11:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5381, loss_cls: 7.8777, loss: 7.8777 2025-08-07 09:37:09,406 - pyskl - INFO - Epoch [61][2300/7492] lr: 3.257e-02, eta: 4 days, 11:10:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5425, loss_cls: 7.8264, loss: 7.8264 2025-08-07 09:38:06,040 - pyskl - INFO - Epoch [61][2400/7492] lr: 3.257e-02, eta: 4 days, 11:09:33, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5387, loss_cls: 7.7727, loss: 7.7727 2025-08-07 09:39:02,585 - pyskl - INFO - Epoch [61][2500/7492] lr: 3.256e-02, eta: 4 days, 11:08:35, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5478, loss_cls: 7.7780, loss: 7.7780 2025-08-07 09:39:59,246 - pyskl - INFO - Epoch [61][2600/7492] lr: 3.255e-02, eta: 4 days, 11:07:36, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5431, loss_cls: 7.7825, loss: 7.7825 2025-08-07 09:40:56,007 - pyskl - INFO - Epoch [61][2700/7492] lr: 3.255e-02, eta: 4 days, 11:06:38, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5366, loss_cls: 7.7961, loss: 7.7961 2025-08-07 09:41:52,449 - pyskl - INFO - Epoch [61][2800/7492] lr: 3.254e-02, eta: 4 days, 11:05:39, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2791, top5_acc: 0.5359, loss_cls: 7.8951, loss: 7.8951 2025-08-07 09:42:49,022 - pyskl - INFO - Epoch [61][2900/7492] lr: 3.253e-02, eta: 4 days, 11:04:40, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5337, loss_cls: 7.8432, loss: 7.8432 2025-08-07 09:43:45,839 - pyskl - INFO - Epoch [61][3000/7492] lr: 3.253e-02, eta: 4 days, 11:03:42, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5434, loss_cls: 7.8572, loss: 7.8572 2025-08-07 09:44:42,582 - pyskl - INFO - Epoch [61][3100/7492] lr: 3.252e-02, eta: 4 days, 11:02:44, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5416, loss_cls: 7.7968, loss: 7.7968 2025-08-07 09:45:39,384 - pyskl - INFO - Epoch [61][3200/7492] lr: 3.251e-02, eta: 4 days, 11:01:45, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5431, loss_cls: 7.8023, loss: 7.8023 2025-08-07 09:46:36,243 - pyskl - INFO - Epoch [61][3300/7492] lr: 3.251e-02, eta: 4 days, 11:00:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5513, loss_cls: 7.6904, loss: 7.6904 2025-08-07 09:47:32,550 - pyskl - INFO - Epoch [61][3400/7492] lr: 3.250e-02, eta: 4 days, 10:59:48, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5247, loss_cls: 7.9415, loss: 7.9415 2025-08-07 09:48:29,750 - pyskl - INFO - Epoch [61][3500/7492] lr: 3.249e-02, eta: 4 days, 10:58:50, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5422, loss_cls: 7.8131, loss: 7.8131 2025-08-07 09:49:26,435 - pyskl - INFO - Epoch [61][3600/7492] lr: 3.249e-02, eta: 4 days, 10:57:52, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5369, loss_cls: 7.7504, loss: 7.7504 2025-08-07 09:50:22,860 - pyskl - INFO - Epoch [61][3700/7492] lr: 3.248e-02, eta: 4 days, 10:56:53, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5387, loss_cls: 7.9229, loss: 7.9229 2025-08-07 09:51:19,470 - pyskl - INFO - Epoch [61][3800/7492] lr: 3.247e-02, eta: 4 days, 10:55:54, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5534, loss_cls: 7.6934, loss: 7.6934 2025-08-07 09:52:16,062 - pyskl - INFO - Epoch [61][3900/7492] lr: 3.247e-02, eta: 4 days, 10:54:56, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2734, top5_acc: 0.5197, loss_cls: 7.9231, loss: 7.9231 2025-08-07 09:53:12,611 - pyskl - INFO - Epoch [61][4000/7492] lr: 3.246e-02, eta: 4 days, 10:53:57, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5616, loss_cls: 7.7525, loss: 7.7525 2025-08-07 09:54:09,412 - pyskl - INFO - Epoch [61][4100/7492] lr: 3.245e-02, eta: 4 days, 10:52:59, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5603, loss_cls: 7.6975, loss: 7.6975 2025-08-07 09:55:06,452 - pyskl - INFO - Epoch [61][4200/7492] lr: 3.245e-02, eta: 4 days, 10:52:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5425, loss_cls: 7.8541, loss: 7.8541 2025-08-07 09:56:04,056 - pyskl - INFO - Epoch [61][4300/7492] lr: 3.244e-02, eta: 4 days, 10:51:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2759, top5_acc: 0.5359, loss_cls: 7.8015, loss: 7.8015 2025-08-07 09:57:00,956 - pyskl - INFO - Epoch [61][4400/7492] lr: 3.243e-02, eta: 4 days, 10:50:05, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5387, loss_cls: 7.8651, loss: 7.8651 2025-08-07 09:57:57,598 - pyskl - INFO - Epoch [61][4500/7492] lr: 3.243e-02, eta: 4 days, 10:49:07, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5319, loss_cls: 7.8492, loss: 7.8492 2025-08-07 09:58:54,555 - pyskl - INFO - Epoch [61][4600/7492] lr: 3.242e-02, eta: 4 days, 10:48:09, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5312, loss_cls: 7.9015, loss: 7.9015 2025-08-07 09:59:51,606 - pyskl - INFO - Epoch [61][4700/7492] lr: 3.241e-02, eta: 4 days, 10:47:11, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5428, loss_cls: 7.8570, loss: 7.8570 2025-08-07 10:00:48,507 - pyskl - INFO - Epoch [61][4800/7492] lr: 3.241e-02, eta: 4 days, 10:46:12, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5528, loss_cls: 7.7367, loss: 7.7367 2025-08-07 10:01:45,293 - pyskl - INFO - Epoch [61][4900/7492] lr: 3.240e-02, eta: 4 days, 10:45:14, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5409, loss_cls: 7.8398, loss: 7.8398 2025-08-07 10:02:42,020 - pyskl - INFO - Epoch [61][5000/7492] lr: 3.239e-02, eta: 4 days, 10:44:16, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5447, loss_cls: 7.9096, loss: 7.9096 2025-08-07 10:03:39,198 - pyskl - INFO - Epoch [61][5100/7492] lr: 3.239e-02, eta: 4 days, 10:43:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5541, loss_cls: 7.7054, loss: 7.7054 2025-08-07 10:04:36,300 - pyskl - INFO - Epoch [61][5200/7492] lr: 3.238e-02, eta: 4 days, 10:42:20, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5491, loss_cls: 7.7920, loss: 7.7920 2025-08-07 10:05:32,941 - pyskl - INFO - Epoch [61][5300/7492] lr: 3.237e-02, eta: 4 days, 10:41:22, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5303, loss_cls: 7.9441, loss: 7.9441 2025-08-07 10:06:30,295 - pyskl - INFO - Epoch [61][5400/7492] lr: 3.237e-02, eta: 4 days, 10:40:24, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5463, loss_cls: 7.7586, loss: 7.7586 2025-08-07 10:07:27,818 - pyskl - INFO - Epoch [61][5500/7492] lr: 3.236e-02, eta: 4 days, 10:39:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2794, top5_acc: 0.5459, loss_cls: 7.8606, loss: 7.8606 2025-08-07 10:08:26,059 - pyskl - INFO - Epoch [61][5600/7492] lr: 3.235e-02, eta: 4 days, 10:38:31, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5491, loss_cls: 7.8731, loss: 7.8731 2025-08-07 10:09:24,348 - pyskl - INFO - Epoch [61][5700/7492] lr: 3.235e-02, eta: 4 days, 10:37:34, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5400, loss_cls: 7.8521, loss: 7.8521 2025-08-07 10:10:22,596 - pyskl - INFO - Epoch [61][5800/7492] lr: 3.234e-02, eta: 4 days, 10:36:38, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5316, loss_cls: 7.8763, loss: 7.8763 2025-08-07 10:11:19,585 - pyskl - INFO - Epoch [61][5900/7492] lr: 3.233e-02, eta: 4 days, 10:35:40, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5319, loss_cls: 7.8385, loss: 7.8385 2025-08-07 10:12:16,903 - pyskl - INFO - Epoch [61][6000/7492] lr: 3.233e-02, eta: 4 days, 10:34:43, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5347, loss_cls: 7.7217, loss: 7.7217 2025-08-07 10:13:14,266 - pyskl - INFO - Epoch [61][6100/7492] lr: 3.232e-02, eta: 4 days, 10:33:45, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5369, loss_cls: 7.7599, loss: 7.7599 2025-08-07 10:14:11,520 - pyskl - INFO - Epoch [61][6200/7492] lr: 3.231e-02, eta: 4 days, 10:32:48, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5447, loss_cls: 7.7890, loss: 7.7890 2025-08-07 10:15:08,436 - pyskl - INFO - Epoch [61][6300/7492] lr: 3.231e-02, eta: 4 days, 10:31:49, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5416, loss_cls: 7.7998, loss: 7.7998 2025-08-07 10:16:05,710 - pyskl - INFO - Epoch [61][6400/7492] lr: 3.230e-02, eta: 4 days, 10:30:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5478, loss_cls: 7.8387, loss: 7.8387 2025-08-07 10:17:03,300 - pyskl - INFO - Epoch [61][6500/7492] lr: 3.229e-02, eta: 4 days, 10:29:55, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5334, loss_cls: 7.8472, loss: 7.8472 2025-08-07 10:18:00,191 - pyskl - INFO - Epoch [61][6600/7492] lr: 3.229e-02, eta: 4 days, 10:28:56, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5356, loss_cls: 7.8981, loss: 7.8981 2025-08-07 10:18:57,419 - pyskl - INFO - Epoch [61][6700/7492] lr: 3.228e-02, eta: 4 days, 10:27:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5437, loss_cls: 7.7733, loss: 7.7733 2025-08-07 10:19:54,519 - pyskl - INFO - Epoch [61][6800/7492] lr: 3.227e-02, eta: 4 days, 10:27:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5372, loss_cls: 7.8712, loss: 7.8712 2025-08-07 10:20:51,804 - pyskl - INFO - Epoch [61][6900/7492] lr: 3.227e-02, eta: 4 days, 10:26:03, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5356, loss_cls: 7.8253, loss: 7.8253 2025-08-07 10:21:48,641 - pyskl - INFO - Epoch [61][7000/7492] lr: 3.226e-02, eta: 4 days, 10:25:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5534, loss_cls: 7.8309, loss: 7.8309 2025-08-07 10:22:45,706 - pyskl - INFO - Epoch [61][7100/7492] lr: 3.225e-02, eta: 4 days, 10:24:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5487, loss_cls: 7.8198, loss: 7.8198 2025-08-07 10:23:42,317 - pyskl - INFO - Epoch [61][7200/7492] lr: 3.225e-02, eta: 4 days, 10:23:09, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5228, loss_cls: 7.9242, loss: 7.9242 2025-08-07 10:24:39,645 - pyskl - INFO - Epoch [61][7300/7492] lr: 3.224e-02, eta: 4 days, 10:22:11, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5419, loss_cls: 7.8577, loss: 7.8577 2025-08-07 10:25:36,685 - pyskl - INFO - Epoch [61][7400/7492] lr: 3.223e-02, eta: 4 days, 10:21:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5566, loss_cls: 7.6487, loss: 7.6487 2025-08-07 10:26:31,341 - pyskl - INFO - Saving checkpoint at 61 epochs 2025-08-07 10:27:19,593 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 10:27:20,266 - pyskl - INFO - top1_acc 0.2518 top5_acc 0.4939 2025-08-07 10:27:20,266 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 10:27:20,309 - pyskl - INFO - mean_acc 0.2516 2025-08-07 10:27:20,322 - pyskl - INFO - Epoch(val) [61][617] top1_acc: 0.2518, top5_acc: 0.4939, mean_class_accuracy: 0.2516 2025-08-07 10:28:55,083 - pyskl - INFO - Epoch [62][100/7492] lr: 3.222e-02, eta: 4 days, 10:19:00, time: 0.948, data_time: 0.340, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5275, loss_cls: 7.8403, loss: 7.8403 2025-08-07 10:29:53,900 - pyskl - INFO - Epoch [62][200/7492] lr: 3.221e-02, eta: 4 days, 10:18:05, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5453, loss_cls: 7.7429, loss: 7.7429 2025-08-07 10:30:52,728 - pyskl - INFO - Epoch [62][300/7492] lr: 3.221e-02, eta: 4 days, 10:17:10, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3103, top5_acc: 0.5766, loss_cls: 7.6159, loss: 7.6159 2025-08-07 10:31:50,656 - pyskl - INFO - Epoch [62][400/7492] lr: 3.220e-02, eta: 4 days, 10:16:13, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5506, loss_cls: 7.8039, loss: 7.8039 2025-08-07 10:32:48,227 - pyskl - INFO - Epoch [62][500/7492] lr: 3.219e-02, eta: 4 days, 10:15:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 7.7225, loss: 7.7225 2025-08-07 10:33:45,537 - pyskl - INFO - Epoch [62][600/7492] lr: 3.219e-02, eta: 4 days, 10:14:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5531, loss_cls: 7.8558, loss: 7.8558 2025-08-07 10:34:42,388 - pyskl - INFO - Epoch [62][700/7492] lr: 3.218e-02, eta: 4 days, 10:13:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5541, loss_cls: 7.7176, loss: 7.7176 2025-08-07 10:35:39,235 - pyskl - INFO - Epoch [62][800/7492] lr: 3.217e-02, eta: 4 days, 10:12:22, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5563, loss_cls: 7.7209, loss: 7.7209 2025-08-07 10:36:35,779 - pyskl - INFO - Epoch [62][900/7492] lr: 3.217e-02, eta: 4 days, 10:11:23, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2838, top5_acc: 0.5284, loss_cls: 7.8525, loss: 7.8525 2025-08-07 10:37:32,252 - pyskl - INFO - Epoch [62][1000/7492] lr: 3.216e-02, eta: 4 days, 10:10:24, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5375, loss_cls: 7.9037, loss: 7.9037 2025-08-07 10:38:28,880 - pyskl - INFO - Epoch [62][1100/7492] lr: 3.215e-02, eta: 4 days, 10:09:26, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5456, loss_cls: 7.7783, loss: 7.7783 2025-08-07 10:39:25,758 - pyskl - INFO - Epoch [62][1200/7492] lr: 3.215e-02, eta: 4 days, 10:08:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5431, loss_cls: 7.7982, loss: 7.7982 2025-08-07 10:40:22,855 - pyskl - INFO - Epoch [62][1300/7492] lr: 3.214e-02, eta: 4 days, 10:07:30, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5472, loss_cls: 7.7246, loss: 7.7246 2025-08-07 10:41:20,430 - pyskl - INFO - Epoch [62][1400/7492] lr: 3.213e-02, eta: 4 days, 10:06:32, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5406, loss_cls: 7.8811, loss: 7.8811 2025-08-07 10:42:18,143 - pyskl - INFO - Epoch [62][1500/7492] lr: 3.213e-02, eta: 4 days, 10:05:35, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5613, loss_cls: 7.7233, loss: 7.7233 2025-08-07 10:43:14,810 - pyskl - INFO - Epoch [62][1600/7492] lr: 3.212e-02, eta: 4 days, 10:04:37, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5591, loss_cls: 7.7653, loss: 7.7653 2025-08-07 10:44:11,812 - pyskl - INFO - Epoch [62][1700/7492] lr: 3.211e-02, eta: 4 days, 10:03:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3147, top5_acc: 0.5656, loss_cls: 7.6720, loss: 7.6720 2025-08-07 10:45:08,759 - pyskl - INFO - Epoch [62][1800/7492] lr: 3.211e-02, eta: 4 days, 10:02:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5428, loss_cls: 7.8047, loss: 7.8047 2025-08-07 10:46:05,336 - pyskl - INFO - Epoch [62][1900/7492] lr: 3.210e-02, eta: 4 days, 10:01:42, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3194, top5_acc: 0.5619, loss_cls: 7.6253, loss: 7.6253 2025-08-07 10:47:02,213 - pyskl - INFO - Epoch [62][2000/7492] lr: 3.209e-02, eta: 4 days, 10:00:44, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5425, loss_cls: 7.7409, loss: 7.7409 2025-08-07 10:47:59,113 - pyskl - INFO - Epoch [62][2100/7492] lr: 3.209e-02, eta: 4 days, 9:59:46, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5575, loss_cls: 7.7009, loss: 7.7009 2025-08-07 10:48:56,184 - pyskl - INFO - Epoch [62][2200/7492] lr: 3.208e-02, eta: 4 days, 9:58:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5500, loss_cls: 7.8172, loss: 7.8172 2025-08-07 10:49:52,944 - pyskl - INFO - Epoch [62][2300/7492] lr: 3.207e-02, eta: 4 days, 9:57:50, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5503, loss_cls: 7.7730, loss: 7.7730 2025-08-07 10:50:50,196 - pyskl - INFO - Epoch [62][2400/7492] lr: 3.207e-02, eta: 4 days, 9:56:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5525, loss_cls: 7.7468, loss: 7.7468 2025-08-07 10:51:46,958 - pyskl - INFO - Epoch [62][2500/7492] lr: 3.206e-02, eta: 4 days, 9:55:54, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5425, loss_cls: 7.8549, loss: 7.8549 2025-08-07 10:52:43,715 - pyskl - INFO - Epoch [62][2600/7492] lr: 3.205e-02, eta: 4 days, 9:54:55, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5556, loss_cls: 7.8142, loss: 7.8142 2025-08-07 10:53:41,089 - pyskl - INFO - Epoch [62][2700/7492] lr: 3.205e-02, eta: 4 days, 9:53:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5444, loss_cls: 7.7975, loss: 7.7975 2025-08-07 10:54:38,002 - pyskl - INFO - Epoch [62][2800/7492] lr: 3.204e-02, eta: 4 days, 9:53:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5441, loss_cls: 7.8376, loss: 7.8376 2025-08-07 10:55:34,573 - pyskl - INFO - Epoch [62][2900/7492] lr: 3.203e-02, eta: 4 days, 9:52:01, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 7.7796, loss: 7.7796 2025-08-07 10:56:31,282 - pyskl - INFO - Epoch [62][3000/7492] lr: 3.202e-02, eta: 4 days, 9:51:03, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5413, loss_cls: 7.8107, loss: 7.8107 2025-08-07 10:57:28,425 - pyskl - INFO - Epoch [62][3100/7492] lr: 3.202e-02, eta: 4 days, 9:50:05, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5547, loss_cls: 7.8055, loss: 7.8055 2025-08-07 10:58:25,637 - pyskl - INFO - Epoch [62][3200/7492] lr: 3.201e-02, eta: 4 days, 9:49:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5416, loss_cls: 7.8122, loss: 7.8122 2025-08-07 10:59:23,035 - pyskl - INFO - Epoch [62][3300/7492] lr: 3.200e-02, eta: 4 days, 9:48:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5316, loss_cls: 7.8668, loss: 7.8668 2025-08-07 11:00:19,946 - pyskl - INFO - Epoch [62][3400/7492] lr: 3.200e-02, eta: 4 days, 9:47:12, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5397, loss_cls: 7.8295, loss: 7.8295 2025-08-07 11:01:17,456 - pyskl - INFO - Epoch [62][3500/7492] lr: 3.199e-02, eta: 4 days, 9:46:15, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2787, top5_acc: 0.5344, loss_cls: 7.9039, loss: 7.9039 2025-08-07 11:02:15,610 - pyskl - INFO - Epoch [62][3600/7492] lr: 3.198e-02, eta: 4 days, 9:45:18, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5416, loss_cls: 7.7025, loss: 7.7025 2025-08-07 11:03:12,525 - pyskl - INFO - Epoch [62][3700/7492] lr: 3.198e-02, eta: 4 days, 9:44:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5337, loss_cls: 7.8612, loss: 7.8612 2025-08-07 11:04:09,223 - pyskl - INFO - Epoch [62][3800/7492] lr: 3.197e-02, eta: 4 days, 9:43:22, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5309, loss_cls: 7.9383, loss: 7.9383 2025-08-07 11:05:05,928 - pyskl - INFO - Epoch [62][3900/7492] lr: 3.196e-02, eta: 4 days, 9:42:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5481, loss_cls: 7.7488, loss: 7.7488 2025-08-07 11:06:03,184 - pyskl - INFO - Epoch [62][4000/7492] lr: 3.196e-02, eta: 4 days, 9:41:26, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5391, loss_cls: 7.8312, loss: 7.8312 2025-08-07 11:07:00,120 - pyskl - INFO - Epoch [62][4100/7492] lr: 3.195e-02, eta: 4 days, 9:40:28, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5469, loss_cls: 7.7894, loss: 7.7894 2025-08-07 11:07:57,770 - pyskl - INFO - Epoch [62][4200/7492] lr: 3.194e-02, eta: 4 days, 9:39:30, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2881, top5_acc: 0.5406, loss_cls: 7.8569, loss: 7.8569 2025-08-07 11:08:54,992 - pyskl - INFO - Epoch [62][4300/7492] lr: 3.194e-02, eta: 4 days, 9:38:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2766, top5_acc: 0.5288, loss_cls: 7.9891, loss: 7.9891 2025-08-07 11:09:51,990 - pyskl - INFO - Epoch [62][4400/7492] lr: 3.193e-02, eta: 4 days, 9:37:35, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5503, loss_cls: 7.8115, loss: 7.8115 2025-08-07 11:10:48,747 - pyskl - INFO - Epoch [62][4500/7492] lr: 3.192e-02, eta: 4 days, 9:36:36, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5522, loss_cls: 7.7785, loss: 7.7785 2025-08-07 11:11:46,064 - pyskl - INFO - Epoch [62][4600/7492] lr: 3.192e-02, eta: 4 days, 9:35:39, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5387, loss_cls: 7.8100, loss: 7.8100 2025-08-07 11:12:43,357 - pyskl - INFO - Epoch [62][4700/7492] lr: 3.191e-02, eta: 4 days, 9:34:41, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5513, loss_cls: 7.7093, loss: 7.7093 2025-08-07 11:13:40,861 - pyskl - INFO - Epoch [62][4800/7492] lr: 3.190e-02, eta: 4 days, 9:33:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5481, loss_cls: 7.7741, loss: 7.7741 2025-08-07 11:14:38,055 - pyskl - INFO - Epoch [62][4900/7492] lr: 3.190e-02, eta: 4 days, 9:32:46, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2863, top5_acc: 0.5397, loss_cls: 7.8554, loss: 7.8554 2025-08-07 11:15:35,862 - pyskl - INFO - Epoch [62][5000/7492] lr: 3.189e-02, eta: 4 days, 9:31:50, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5387, loss_cls: 7.8479, loss: 7.8479 2025-08-07 11:16:33,063 - pyskl - INFO - Epoch [62][5100/7492] lr: 3.188e-02, eta: 4 days, 9:30:52, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5497, loss_cls: 7.8309, loss: 7.8309 2025-08-07 11:17:31,162 - pyskl - INFO - Epoch [62][5200/7492] lr: 3.188e-02, eta: 4 days, 9:29:55, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5400, loss_cls: 7.8504, loss: 7.8504 2025-08-07 11:18:27,860 - pyskl - INFO - Epoch [62][5300/7492] lr: 3.187e-02, eta: 4 days, 9:28:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5356, loss_cls: 7.8671, loss: 7.8671 2025-08-07 11:19:24,703 - pyskl - INFO - Epoch [62][5400/7492] lr: 3.186e-02, eta: 4 days, 9:27:59, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5506, loss_cls: 7.7795, loss: 7.7795 2025-08-07 11:20:21,636 - pyskl - INFO - Epoch [62][5500/7492] lr: 3.186e-02, eta: 4 days, 9:27:01, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2778, top5_acc: 0.5359, loss_cls: 7.8790, loss: 7.8790 2025-08-07 11:21:18,402 - pyskl - INFO - Epoch [62][5600/7492] lr: 3.185e-02, eta: 4 days, 9:26:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5556, loss_cls: 7.7482, loss: 7.7482 2025-08-07 11:22:15,167 - pyskl - INFO - Epoch [62][5700/7492] lr: 3.184e-02, eta: 4 days, 9:25:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5534, loss_cls: 7.7900, loss: 7.7900 2025-08-07 11:23:12,590 - pyskl - INFO - Epoch [62][5800/7492] lr: 3.184e-02, eta: 4 days, 9:24:07, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5409, loss_cls: 7.6950, loss: 7.6950 2025-08-07 11:24:09,385 - pyskl - INFO - Epoch [62][5900/7492] lr: 3.183e-02, eta: 4 days, 9:23:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5291, loss_cls: 7.8489, loss: 7.8489 2025-08-07 11:25:06,319 - pyskl - INFO - Epoch [62][6000/7492] lr: 3.182e-02, eta: 4 days, 9:22:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5525, loss_cls: 7.7581, loss: 7.7581 2025-08-07 11:26:03,083 - pyskl - INFO - Epoch [62][6100/7492] lr: 3.182e-02, eta: 4 days, 9:21:12, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5528, loss_cls: 7.7621, loss: 7.7621 2025-08-07 11:27:00,349 - pyskl - INFO - Epoch [62][6200/7492] lr: 3.181e-02, eta: 4 days, 9:20:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5441, loss_cls: 7.8247, loss: 7.8247 2025-08-07 11:27:57,785 - pyskl - INFO - Epoch [62][6300/7492] lr: 3.180e-02, eta: 4 days, 9:19:17, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5300, loss_cls: 7.8088, loss: 7.8088 2025-08-07 11:28:55,285 - pyskl - INFO - Epoch [62][6400/7492] lr: 3.180e-02, eta: 4 days, 9:18:20, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5466, loss_cls: 7.8346, loss: 7.8346 2025-08-07 11:29:52,007 - pyskl - INFO - Epoch [62][6500/7492] lr: 3.179e-02, eta: 4 days, 9:17:21, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5484, loss_cls: 7.7798, loss: 7.7798 2025-08-07 11:30:48,633 - pyskl - INFO - Epoch [62][6600/7492] lr: 3.178e-02, eta: 4 days, 9:16:23, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5434, loss_cls: 7.7381, loss: 7.7381 2025-08-07 11:31:45,129 - pyskl - INFO - Epoch [62][6700/7492] lr: 3.178e-02, eta: 4 days, 9:15:24, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5413, loss_cls: 7.9363, loss: 7.9363 2025-08-07 11:32:42,895 - pyskl - INFO - Epoch [62][6800/7492] lr: 3.177e-02, eta: 4 days, 9:14:27, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5509, loss_cls: 7.8094, loss: 7.8094 2025-08-07 11:33:40,008 - pyskl - INFO - Epoch [62][6900/7492] lr: 3.176e-02, eta: 4 days, 9:13:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5497, loss_cls: 7.7990, loss: 7.7990 2025-08-07 11:34:36,627 - pyskl - INFO - Epoch [62][7000/7492] lr: 3.176e-02, eta: 4 days, 9:12:31, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5494, loss_cls: 7.8413, loss: 7.8413 2025-08-07 11:35:33,676 - pyskl - INFO - Epoch [62][7100/7492] lr: 3.175e-02, eta: 4 days, 9:11:33, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5575, loss_cls: 7.6311, loss: 7.6311 2025-08-07 11:36:30,846 - pyskl - INFO - Epoch [62][7200/7492] lr: 3.174e-02, eta: 4 days, 9:10:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5419, loss_cls: 7.7487, loss: 7.7487 2025-08-07 11:37:28,388 - pyskl - INFO - Epoch [62][7300/7492] lr: 3.174e-02, eta: 4 days, 9:09:38, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5347, loss_cls: 7.9305, loss: 7.9305 2025-08-07 11:38:25,448 - pyskl - INFO - Epoch [62][7400/7492] lr: 3.173e-02, eta: 4 days, 9:08:40, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5544, loss_cls: 7.7841, loss: 7.7841 2025-08-07 11:39:19,239 - pyskl - INFO - Saving checkpoint at 62 epochs 2025-08-07 11:40:08,182 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 11:40:08,842 - pyskl - INFO - top1_acc 0.2493 top5_acc 0.4871 2025-08-07 11:40:08,842 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 11:40:08,884 - pyskl - INFO - mean_acc 0.2490 2025-08-07 11:40:08,896 - pyskl - INFO - Epoch(val) [62][617] top1_acc: 0.2493, top5_acc: 0.4871, mean_class_accuracy: 0.2490 2025-08-07 11:41:41,478 - pyskl - INFO - Epoch [63][100/7492] lr: 3.172e-02, eta: 4 days, 9:06:25, time: 0.926, data_time: 0.330, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5531, loss_cls: 7.6825, loss: 7.6825 2025-08-07 11:42:39,418 - pyskl - INFO - Epoch [63][200/7492] lr: 3.171e-02, eta: 4 days, 9:05:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5469, loss_cls: 7.8905, loss: 7.8905 2025-08-07 11:43:36,629 - pyskl - INFO - Epoch [63][300/7492] lr: 3.170e-02, eta: 4 days, 9:04:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2966, top5_acc: 0.5500, loss_cls: 7.7099, loss: 7.7099 2025-08-07 11:44:33,804 - pyskl - INFO - Epoch [63][400/7492] lr: 3.170e-02, eta: 4 days, 9:03:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5481, loss_cls: 7.8447, loss: 7.8447 2025-08-07 11:45:30,968 - pyskl - INFO - Epoch [63][500/7492] lr: 3.169e-02, eta: 4 days, 9:02:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5631, loss_cls: 7.5770, loss: 7.5770 2025-08-07 11:46:27,985 - pyskl - INFO - Epoch [63][600/7492] lr: 3.168e-02, eta: 4 days, 9:01:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5584, loss_cls: 7.7805, loss: 7.7805 2025-08-07 11:47:25,253 - pyskl - INFO - Epoch [63][700/7492] lr: 3.168e-02, eta: 4 days, 9:00:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5541, loss_cls: 7.7146, loss: 7.7146 2025-08-07 11:48:22,591 - pyskl - INFO - Epoch [63][800/7492] lr: 3.167e-02, eta: 4 days, 8:59:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2809, top5_acc: 0.5500, loss_cls: 7.9051, loss: 7.9051 2025-08-07 11:49:20,050 - pyskl - INFO - Epoch [63][900/7492] lr: 3.166e-02, eta: 4 days, 8:58:45, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5428, loss_cls: 7.9239, loss: 7.9239 2025-08-07 11:50:16,808 - pyskl - INFO - Epoch [63][1000/7492] lr: 3.166e-02, eta: 4 days, 8:57:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5437, loss_cls: 7.7992, loss: 7.7992 2025-08-07 11:51:13,774 - pyskl - INFO - Epoch [63][1100/7492] lr: 3.165e-02, eta: 4 days, 8:56:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5381, loss_cls: 7.8360, loss: 7.8360 2025-08-07 11:52:11,885 - pyskl - INFO - Epoch [63][1200/7492] lr: 3.164e-02, eta: 4 days, 8:55:52, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5403, loss_cls: 7.7801, loss: 7.7801 2025-08-07 11:53:08,919 - pyskl - INFO - Epoch [63][1300/7492] lr: 3.164e-02, eta: 4 days, 8:54:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5475, loss_cls: 7.7745, loss: 7.7745 2025-08-07 11:54:06,125 - pyskl - INFO - Epoch [63][1400/7492] lr: 3.163e-02, eta: 4 days, 8:53:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5534, loss_cls: 7.6860, loss: 7.6860 2025-08-07 11:55:02,976 - pyskl - INFO - Epoch [63][1500/7492] lr: 3.162e-02, eta: 4 days, 8:52:58, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5291, loss_cls: 7.8437, loss: 7.8437 2025-08-07 11:56:00,436 - pyskl - INFO - Epoch [63][1600/7492] lr: 3.162e-02, eta: 4 days, 8:52:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5466, loss_cls: 7.8035, loss: 7.8035 2025-08-07 11:56:57,527 - pyskl - INFO - Epoch [63][1700/7492] lr: 3.161e-02, eta: 4 days, 8:51:03, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5566, loss_cls: 7.7214, loss: 7.7214 2025-08-07 11:57:54,288 - pyskl - INFO - Epoch [63][1800/7492] lr: 3.160e-02, eta: 4 days, 8:50:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5525, loss_cls: 7.8154, loss: 7.8154 2025-08-07 11:58:51,344 - pyskl - INFO - Epoch [63][1900/7492] lr: 3.160e-02, eta: 4 days, 8:49:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2803, top5_acc: 0.5384, loss_cls: 7.9003, loss: 7.9003 2025-08-07 11:59:48,985 - pyskl - INFO - Epoch [63][2000/7492] lr: 3.159e-02, eta: 4 days, 8:48:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5484, loss_cls: 7.7522, loss: 7.7522 2025-08-07 12:00:46,695 - pyskl - INFO - Epoch [63][2100/7492] lr: 3.158e-02, eta: 4 days, 8:47:13, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5519, loss_cls: 7.6825, loss: 7.6825 2025-08-07 12:01:44,593 - pyskl - INFO - Epoch [63][2200/7492] lr: 3.157e-02, eta: 4 days, 8:46:16, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5603, loss_cls: 7.7088, loss: 7.7088 2025-08-07 12:02:42,144 - pyskl - INFO - Epoch [63][2300/7492] lr: 3.157e-02, eta: 4 days, 8:45:19, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5359, loss_cls: 7.8410, loss: 7.8410 2025-08-07 12:03:39,662 - pyskl - INFO - Epoch [63][2400/7492] lr: 3.156e-02, eta: 4 days, 8:44:22, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5341, loss_cls: 7.8284, loss: 7.8284 2025-08-07 12:04:36,942 - pyskl - INFO - Epoch [63][2500/7492] lr: 3.155e-02, eta: 4 days, 8:43:24, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2844, top5_acc: 0.5403, loss_cls: 7.8496, loss: 7.8496 2025-08-07 12:05:33,957 - pyskl - INFO - Epoch [63][2600/7492] lr: 3.155e-02, eta: 4 days, 8:42:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5503, loss_cls: 7.7398, loss: 7.7398 2025-08-07 12:06:32,133 - pyskl - INFO - Epoch [63][2700/7492] lr: 3.154e-02, eta: 4 days, 8:41:30, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5478, loss_cls: 7.7661, loss: 7.7661 2025-08-07 12:07:29,130 - pyskl - INFO - Epoch [63][2800/7492] lr: 3.153e-02, eta: 4 days, 8:40:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5522, loss_cls: 7.7901, loss: 7.7901 2025-08-07 12:08:26,098 - pyskl - INFO - Epoch [63][2900/7492] lr: 3.153e-02, eta: 4 days, 8:39:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5347, loss_cls: 7.8042, loss: 7.8042 2025-08-07 12:09:22,958 - pyskl - INFO - Epoch [63][3000/7492] lr: 3.152e-02, eta: 4 days, 8:38:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5466, loss_cls: 7.7674, loss: 7.7674 2025-08-07 12:10:19,946 - pyskl - INFO - Epoch [63][3100/7492] lr: 3.151e-02, eta: 4 days, 8:37:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5431, loss_cls: 7.8261, loss: 7.8261 2025-08-07 12:11:17,202 - pyskl - INFO - Epoch [63][3200/7492] lr: 3.151e-02, eta: 4 days, 8:36:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5481, loss_cls: 7.7790, loss: 7.7790 2025-08-07 12:12:14,243 - pyskl - INFO - Epoch [63][3300/7492] lr: 3.150e-02, eta: 4 days, 8:35:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 7.7813, loss: 7.7813 2025-08-07 12:13:12,101 - pyskl - INFO - Epoch [63][3400/7492] lr: 3.149e-02, eta: 4 days, 8:34:46, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5366, loss_cls: 7.7539, loss: 7.7539 2025-08-07 12:14:09,253 - pyskl - INFO - Epoch [63][3500/7492] lr: 3.149e-02, eta: 4 days, 8:33:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5616, loss_cls: 7.6876, loss: 7.6876 2025-08-07 12:15:06,336 - pyskl - INFO - Epoch [63][3600/7492] lr: 3.148e-02, eta: 4 days, 8:32:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2806, top5_acc: 0.5403, loss_cls: 7.8936, loss: 7.8936 2025-08-07 12:16:02,836 - pyskl - INFO - Epoch [63][3700/7492] lr: 3.147e-02, eta: 4 days, 8:31:51, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5497, loss_cls: 7.7007, loss: 7.7007 2025-08-07 12:16:59,884 - pyskl - INFO - Epoch [63][3800/7492] lr: 3.147e-02, eta: 4 days, 8:30:53, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5406, loss_cls: 7.8299, loss: 7.8299 2025-08-07 12:17:56,820 - pyskl - INFO - Epoch [63][3900/7492] lr: 3.146e-02, eta: 4 days, 8:29:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5456, loss_cls: 7.7595, loss: 7.7595 2025-08-07 12:18:54,194 - pyskl - INFO - Epoch [63][4000/7492] lr: 3.145e-02, eta: 4 days, 8:28:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5319, loss_cls: 7.9439, loss: 7.9439 2025-08-07 12:19:51,410 - pyskl - INFO - Epoch [63][4100/7492] lr: 3.145e-02, eta: 4 days, 8:28:00, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5394, loss_cls: 7.7559, loss: 7.7559 2025-08-07 12:20:48,134 - pyskl - INFO - Epoch [63][4200/7492] lr: 3.144e-02, eta: 4 days, 8:27:02, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5444, loss_cls: 7.7749, loss: 7.7749 2025-08-07 12:21:44,806 - pyskl - INFO - Epoch [63][4300/7492] lr: 3.143e-02, eta: 4 days, 8:26:03, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5378, loss_cls: 7.8237, loss: 7.8237 2025-08-07 12:22:42,342 - pyskl - INFO - Epoch [63][4400/7492] lr: 3.143e-02, eta: 4 days, 8:25:06, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5359, loss_cls: 7.8232, loss: 7.8232 2025-08-07 12:23:39,240 - pyskl - INFO - Epoch [63][4500/7492] lr: 3.142e-02, eta: 4 days, 8:24:08, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5428, loss_cls: 7.8422, loss: 7.8422 2025-08-07 12:24:36,267 - pyskl - INFO - Epoch [63][4600/7492] lr: 3.141e-02, eta: 4 days, 8:23:10, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5553, loss_cls: 7.8112, loss: 7.8112 2025-08-07 12:25:33,173 - pyskl - INFO - Epoch [63][4700/7492] lr: 3.141e-02, eta: 4 days, 8:22:12, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5563, loss_cls: 7.7306, loss: 7.7306 2025-08-07 12:26:30,720 - pyskl - INFO - Epoch [63][4800/7492] lr: 3.140e-02, eta: 4 days, 8:21:15, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5441, loss_cls: 7.7177, loss: 7.7177 2025-08-07 12:27:28,449 - pyskl - INFO - Epoch [63][4900/7492] lr: 3.139e-02, eta: 4 days, 8:20:18, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2841, top5_acc: 0.5541, loss_cls: 7.7539, loss: 7.7539 2025-08-07 12:28:25,429 - pyskl - INFO - Epoch [63][5000/7492] lr: 3.139e-02, eta: 4 days, 8:19:20, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5391, loss_cls: 7.8104, loss: 7.8104 2025-08-07 12:29:22,208 - pyskl - INFO - Epoch [63][5100/7492] lr: 3.138e-02, eta: 4 days, 8:18:22, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5409, loss_cls: 7.8481, loss: 7.8481 2025-08-07 12:30:19,160 - pyskl - INFO - Epoch [63][5200/7492] lr: 3.137e-02, eta: 4 days, 8:17:24, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5509, loss_cls: 7.8059, loss: 7.8059 2025-08-07 12:31:15,818 - pyskl - INFO - Epoch [63][5300/7492] lr: 3.137e-02, eta: 4 days, 8:16:25, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2856, top5_acc: 0.5372, loss_cls: 7.8050, loss: 7.8050 2025-08-07 12:32:12,735 - pyskl - INFO - Epoch [63][5400/7492] lr: 3.136e-02, eta: 4 days, 8:15:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5459, loss_cls: 7.7669, loss: 7.7669 2025-08-07 12:33:09,567 - pyskl - INFO - Epoch [63][5500/7492] lr: 3.135e-02, eta: 4 days, 8:14:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5353, loss_cls: 7.8234, loss: 7.8234 2025-08-07 12:34:06,113 - pyskl - INFO - Epoch [63][5600/7492] lr: 3.135e-02, eta: 4 days, 8:13:30, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5447, loss_cls: 7.6827, loss: 7.6827 2025-08-07 12:35:03,056 - pyskl - INFO - Epoch [63][5700/7492] lr: 3.134e-02, eta: 4 days, 8:12:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5428, loss_cls: 7.8214, loss: 7.8214 2025-08-07 12:35:59,735 - pyskl - INFO - Epoch [63][5800/7492] lr: 3.133e-02, eta: 4 days, 8:11:34, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5581, loss_cls: 7.6664, loss: 7.6664 2025-08-07 12:36:56,726 - pyskl - INFO - Epoch [63][5900/7492] lr: 3.133e-02, eta: 4 days, 8:10:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5463, loss_cls: 7.6724, loss: 7.6724 2025-08-07 12:37:54,026 - pyskl - INFO - Epoch [63][6000/7492] lr: 3.132e-02, eta: 4 days, 8:09:39, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5375, loss_cls: 7.9095, loss: 7.9095 2025-08-07 12:38:51,428 - pyskl - INFO - Epoch [63][6100/7492] lr: 3.131e-02, eta: 4 days, 8:08:41, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5391, loss_cls: 7.7972, loss: 7.7972 2025-08-07 12:39:49,033 - pyskl - INFO - Epoch [63][6200/7492] lr: 3.130e-02, eta: 4 days, 8:07:44, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5506, loss_cls: 7.8684, loss: 7.8684 2025-08-07 12:40:45,632 - pyskl - INFO - Epoch [63][6300/7492] lr: 3.130e-02, eta: 4 days, 8:06:46, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5497, loss_cls: 7.8014, loss: 7.8014 2025-08-07 12:41:42,482 - pyskl - INFO - Epoch [63][6400/7492] lr: 3.129e-02, eta: 4 days, 8:05:47, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5519, loss_cls: 7.7165, loss: 7.7165 2025-08-07 12:42:39,365 - pyskl - INFO - Epoch [63][6500/7492] lr: 3.128e-02, eta: 4 days, 8:04:49, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5431, loss_cls: 7.8074, loss: 7.8074 2025-08-07 12:43:36,102 - pyskl - INFO - Epoch [63][6600/7492] lr: 3.128e-02, eta: 4 days, 8:03:51, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5288, loss_cls: 7.8631, loss: 7.8631 2025-08-07 12:44:33,027 - pyskl - INFO - Epoch [63][6700/7492] lr: 3.127e-02, eta: 4 days, 8:02:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5453, loss_cls: 7.7550, loss: 7.7550 2025-08-07 12:45:31,049 - pyskl - INFO - Epoch [63][6800/7492] lr: 3.126e-02, eta: 4 days, 8:01:56, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5316, loss_cls: 7.8502, loss: 7.8502 2025-08-07 12:46:28,311 - pyskl - INFO - Epoch [63][6900/7492] lr: 3.126e-02, eta: 4 days, 8:00:59, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5494, loss_cls: 7.7906, loss: 7.7906 2025-08-07 12:47:25,289 - pyskl - INFO - Epoch [63][7000/7492] lr: 3.125e-02, eta: 4 days, 8:00:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5366, loss_cls: 7.8588, loss: 7.8588 2025-08-07 12:48:22,197 - pyskl - INFO - Epoch [63][7100/7492] lr: 3.124e-02, eta: 4 days, 7:59:03, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5434, loss_cls: 7.8544, loss: 7.8544 2025-08-07 12:49:18,867 - pyskl - INFO - Epoch [63][7200/7492] lr: 3.124e-02, eta: 4 days, 7:58:04, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5428, loss_cls: 7.8368, loss: 7.8368 2025-08-07 12:50:15,455 - pyskl - INFO - Epoch [63][7300/7492] lr: 3.123e-02, eta: 4 days, 7:57:06, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5478, loss_cls: 7.7729, loss: 7.7729 2025-08-07 12:51:12,253 - pyskl - INFO - Epoch [63][7400/7492] lr: 3.122e-02, eta: 4 days, 7:56:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5522, loss_cls: 7.7308, loss: 7.7308 2025-08-07 12:52:06,079 - pyskl - INFO - Saving checkpoint at 63 epochs 2025-08-07 12:52:53,930 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 12:52:54,593 - pyskl - INFO - top1_acc 0.2486 top5_acc 0.4868 2025-08-07 12:52:54,593 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 12:52:54,636 - pyskl - INFO - mean_acc 0.2485 2025-08-07 12:52:54,649 - pyskl - INFO - Epoch(val) [63][617] top1_acc: 0.2486, top5_acc: 0.4868, mean_class_accuracy: 0.2485 2025-08-07 12:54:25,895 - pyskl - INFO - Epoch [64][100/7492] lr: 3.121e-02, eta: 4 days, 7:53:51, time: 0.912, data_time: 0.330, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5397, loss_cls: 7.7964, loss: 7.7964 2025-08-07 12:55:22,709 - pyskl - INFO - Epoch [64][200/7492] lr: 3.120e-02, eta: 4 days, 7:52:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5534, loss_cls: 7.7643, loss: 7.7643 2025-08-07 12:56:20,452 - pyskl - INFO - Epoch [64][300/7492] lr: 3.120e-02, eta: 4 days, 7:51:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5653, loss_cls: 7.7040, loss: 7.7040 2025-08-07 12:57:18,953 - pyskl - INFO - Epoch [64][400/7492] lr: 3.119e-02, eta: 4 days, 7:51:00, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5709, loss_cls: 7.6275, loss: 7.6275 2025-08-07 12:58:18,288 - pyskl - INFO - Epoch [64][500/7492] lr: 3.118e-02, eta: 4 days, 7:50:06, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5550, loss_cls: 7.7680, loss: 7.7680 2025-08-07 12:59:17,155 - pyskl - INFO - Epoch [64][600/7492] lr: 3.118e-02, eta: 4 days, 7:49:10, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5531, loss_cls: 7.6908, loss: 7.6908 2025-08-07 13:00:15,885 - pyskl - INFO - Epoch [64][700/7492] lr: 3.117e-02, eta: 4 days, 7:48:15, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5516, loss_cls: 7.6474, loss: 7.6474 2025-08-07 13:01:14,530 - pyskl - INFO - Epoch [64][800/7492] lr: 3.116e-02, eta: 4 days, 7:47:19, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5544, loss_cls: 7.6798, loss: 7.6798 2025-08-07 13:02:13,077 - pyskl - INFO - Epoch [64][900/7492] lr: 3.116e-02, eta: 4 days, 7:46:23, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5384, loss_cls: 7.7704, loss: 7.7704 2025-08-07 13:03:12,058 - pyskl - INFO - Epoch [64][1000/7492] lr: 3.115e-02, eta: 4 days, 7:45:28, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5575, loss_cls: 7.7109, loss: 7.7109 2025-08-07 13:04:10,495 - pyskl - INFO - Epoch [64][1100/7492] lr: 3.114e-02, eta: 4 days, 7:44:32, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5450, loss_cls: 7.7469, loss: 7.7469 2025-08-07 13:05:07,823 - pyskl - INFO - Epoch [64][1200/7492] lr: 3.114e-02, eta: 4 days, 7:43:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5494, loss_cls: 7.7165, loss: 7.7165 2025-08-07 13:06:04,983 - pyskl - INFO - Epoch [64][1300/7492] lr: 3.113e-02, eta: 4 days, 7:42:37, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5347, loss_cls: 7.8768, loss: 7.8768 2025-08-07 13:07:03,194 - pyskl - INFO - Epoch [64][1400/7492] lr: 3.112e-02, eta: 4 days, 7:41:40, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5506, loss_cls: 7.7461, loss: 7.7461 2025-08-07 13:08:02,291 - pyskl - INFO - Epoch [64][1500/7492] lr: 3.112e-02, eta: 4 days, 7:40:45, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5537, loss_cls: 7.7663, loss: 7.7663 2025-08-07 13:09:01,289 - pyskl - INFO - Epoch [64][1600/7492] lr: 3.111e-02, eta: 4 days, 7:39:50, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5553, loss_cls: 7.7354, loss: 7.7354 2025-08-07 13:10:00,010 - pyskl - INFO - Epoch [64][1700/7492] lr: 3.110e-02, eta: 4 days, 7:38:55, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5469, loss_cls: 7.7718, loss: 7.7718 2025-08-07 13:10:58,487 - pyskl - INFO - Epoch [64][1800/7492] lr: 3.110e-02, eta: 4 days, 7:37:59, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5428, loss_cls: 7.8137, loss: 7.8137 2025-08-07 13:11:55,958 - pyskl - INFO - Epoch [64][1900/7492] lr: 3.109e-02, eta: 4 days, 7:37:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5434, loss_cls: 7.8127, loss: 7.8127 2025-08-07 13:12:52,939 - pyskl - INFO - Epoch [64][2000/7492] lr: 3.108e-02, eta: 4 days, 7:36:03, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5541, loss_cls: 7.6544, loss: 7.6544 2025-08-07 13:13:50,241 - pyskl - INFO - Epoch [64][2100/7492] lr: 3.108e-02, eta: 4 days, 7:35:06, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5372, loss_cls: 7.7652, loss: 7.7652 2025-08-07 13:14:46,934 - pyskl - INFO - Epoch [64][2200/7492] lr: 3.107e-02, eta: 4 days, 7:34:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5397, loss_cls: 7.8589, loss: 7.8589 2025-08-07 13:15:43,744 - pyskl - INFO - Epoch [64][2300/7492] lr: 3.106e-02, eta: 4 days, 7:33:09, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2800, top5_acc: 0.5391, loss_cls: 7.9291, loss: 7.9291 2025-08-07 13:16:40,804 - pyskl - INFO - Epoch [64][2400/7492] lr: 3.105e-02, eta: 4 days, 7:32:11, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5481, loss_cls: 7.8006, loss: 7.8006 2025-08-07 13:17:38,445 - pyskl - INFO - Epoch [64][2500/7492] lr: 3.105e-02, eta: 4 days, 7:31:14, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5466, loss_cls: 7.7594, loss: 7.7594 2025-08-07 13:18:35,793 - pyskl - INFO - Epoch [64][2600/7492] lr: 3.104e-02, eta: 4 days, 7:30:17, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5566, loss_cls: 7.7410, loss: 7.7410 2025-08-07 13:19:32,471 - pyskl - INFO - Epoch [64][2700/7492] lr: 3.103e-02, eta: 4 days, 7:29:19, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5469, loss_cls: 7.8217, loss: 7.8217 2025-08-07 13:20:29,618 - pyskl - INFO - Epoch [64][2800/7492] lr: 3.103e-02, eta: 4 days, 7:28:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5653, loss_cls: 7.6518, loss: 7.6518 2025-08-07 13:21:26,162 - pyskl - INFO - Epoch [64][2900/7492] lr: 3.102e-02, eta: 4 days, 7:27:22, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5572, loss_cls: 7.7189, loss: 7.7189 2025-08-07 13:22:23,488 - pyskl - INFO - Epoch [64][3000/7492] lr: 3.101e-02, eta: 4 days, 7:26:25, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5500, loss_cls: 7.8012, loss: 7.8012 2025-08-07 13:23:20,381 - pyskl - INFO - Epoch [64][3100/7492] lr: 3.101e-02, eta: 4 days, 7:25:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5459, loss_cls: 7.8522, loss: 7.8522 2025-08-07 13:24:17,683 - pyskl - INFO - Epoch [64][3200/7492] lr: 3.100e-02, eta: 4 days, 7:24:29, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5428, loss_cls: 7.7478, loss: 7.7478 2025-08-07 13:25:14,267 - pyskl - INFO - Epoch [64][3300/7492] lr: 3.099e-02, eta: 4 days, 7:23:31, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5416, loss_cls: 7.8610, loss: 7.8610 2025-08-07 13:26:11,419 - pyskl - INFO - Epoch [64][3400/7492] lr: 3.099e-02, eta: 4 days, 7:22:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5500, loss_cls: 7.7726, loss: 7.7726 2025-08-07 13:27:09,054 - pyskl - INFO - Epoch [64][3500/7492] lr: 3.098e-02, eta: 4 days, 7:21:36, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5453, loss_cls: 7.7334, loss: 7.7334 2025-08-07 13:28:06,365 - pyskl - INFO - Epoch [64][3600/7492] lr: 3.097e-02, eta: 4 days, 7:20:38, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5337, loss_cls: 7.7573, loss: 7.7573 2025-08-07 13:29:04,488 - pyskl - INFO - Epoch [64][3700/7492] lr: 3.097e-02, eta: 4 days, 7:19:42, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5316, loss_cls: 7.8695, loss: 7.8695 2025-08-07 13:30:01,921 - pyskl - INFO - Epoch [64][3800/7492] lr: 3.096e-02, eta: 4 days, 7:18:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5525, loss_cls: 7.7474, loss: 7.7474 2025-08-07 13:30:58,395 - pyskl - INFO - Epoch [64][3900/7492] lr: 3.095e-02, eta: 4 days, 7:17:46, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5431, loss_cls: 7.8602, loss: 7.8602 2025-08-07 13:31:55,162 - pyskl - INFO - Epoch [64][4000/7492] lr: 3.095e-02, eta: 4 days, 7:16:48, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3097, top5_acc: 0.5484, loss_cls: 7.6354, loss: 7.6354 2025-08-07 13:32:52,504 - pyskl - INFO - Epoch [64][4100/7492] lr: 3.094e-02, eta: 4 days, 7:15:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5472, loss_cls: 7.8662, loss: 7.8662 2025-08-07 13:33:50,524 - pyskl - INFO - Epoch [64][4200/7492] lr: 3.093e-02, eta: 4 days, 7:14:54, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5616, loss_cls: 7.6307, loss: 7.6307 2025-08-07 13:34:47,563 - pyskl - INFO - Epoch [64][4300/7492] lr: 3.093e-02, eta: 4 days, 7:13:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5434, loss_cls: 7.8283, loss: 7.8283 2025-08-07 13:35:44,493 - pyskl - INFO - Epoch [64][4400/7492] lr: 3.092e-02, eta: 4 days, 7:12:58, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5584, loss_cls: 7.6368, loss: 7.6368 2025-08-07 13:36:41,355 - pyskl - INFO - Epoch [64][4500/7492] lr: 3.091e-02, eta: 4 days, 7:12:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5534, loss_cls: 7.7519, loss: 7.7519 2025-08-07 13:37:38,229 - pyskl - INFO - Epoch [64][4600/7492] lr: 3.091e-02, eta: 4 days, 7:11:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2781, top5_acc: 0.5325, loss_cls: 7.9281, loss: 7.9281 2025-08-07 13:38:35,420 - pyskl - INFO - Epoch [64][4700/7492] lr: 3.090e-02, eta: 4 days, 7:10:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5487, loss_cls: 7.7633, loss: 7.7633 2025-08-07 13:39:33,202 - pyskl - INFO - Epoch [64][4800/7492] lr: 3.089e-02, eta: 4 days, 7:09:07, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5641, loss_cls: 7.7503, loss: 7.7503 2025-08-07 13:40:30,480 - pyskl - INFO - Epoch [64][4900/7492] lr: 3.089e-02, eta: 4 days, 7:08:09, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5459, loss_cls: 7.7402, loss: 7.7402 2025-08-07 13:41:27,771 - pyskl - INFO - Epoch [64][5000/7492] lr: 3.088e-02, eta: 4 days, 7:07:12, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5425, loss_cls: 7.7928, loss: 7.7928 2025-08-07 13:42:24,299 - pyskl - INFO - Epoch [64][5100/7492] lr: 3.087e-02, eta: 4 days, 7:06:13, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5619, loss_cls: 7.7492, loss: 7.7492 2025-08-07 13:43:21,354 - pyskl - INFO - Epoch [64][5200/7492] lr: 3.086e-02, eta: 4 days, 7:05:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5469, loss_cls: 7.8486, loss: 7.8486 2025-08-07 13:44:19,493 - pyskl - INFO - Epoch [64][5300/7492] lr: 3.086e-02, eta: 4 days, 7:04:19, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5413, loss_cls: 7.8363, loss: 7.8363 2025-08-07 13:45:18,319 - pyskl - INFO - Epoch [64][5400/7492] lr: 3.085e-02, eta: 4 days, 7:03:24, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5484, loss_cls: 7.7179, loss: 7.7179 2025-08-07 13:46:16,110 - pyskl - INFO - Epoch [64][5500/7492] lr: 3.084e-02, eta: 4 days, 7:02:27, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5444, loss_cls: 7.8327, loss: 7.8327 2025-08-07 13:47:12,783 - pyskl - INFO - Epoch [64][5600/7492] lr: 3.084e-02, eta: 4 days, 7:01:28, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5463, loss_cls: 7.7945, loss: 7.7945 2025-08-07 13:48:09,786 - pyskl - INFO - Epoch [64][5700/7492] lr: 3.083e-02, eta: 4 days, 7:00:31, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5444, loss_cls: 7.7693, loss: 7.7693 2025-08-07 13:49:06,563 - pyskl - INFO - Epoch [64][5800/7492] lr: 3.082e-02, eta: 4 days, 6:59:32, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5400, loss_cls: 7.8496, loss: 7.8496 2025-08-07 13:50:03,403 - pyskl - INFO - Epoch [64][5900/7492] lr: 3.082e-02, eta: 4 days, 6:58:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2853, top5_acc: 0.5397, loss_cls: 7.8214, loss: 7.8214 2025-08-07 13:51:00,169 - pyskl - INFO - Epoch [64][6000/7492] lr: 3.081e-02, eta: 4 days, 6:57:36, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5584, loss_cls: 7.6945, loss: 7.6945 2025-08-07 13:51:57,457 - pyskl - INFO - Epoch [64][6100/7492] lr: 3.080e-02, eta: 4 days, 6:56:38, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5534, loss_cls: 7.8172, loss: 7.8172 2025-08-07 13:52:54,422 - pyskl - INFO - Epoch [64][6200/7492] lr: 3.080e-02, eta: 4 days, 6:55:40, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5453, loss_cls: 7.7716, loss: 7.7716 2025-08-07 13:53:51,420 - pyskl - INFO - Epoch [64][6300/7492] lr: 3.079e-02, eta: 4 days, 6:54:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5672, loss_cls: 7.6825, loss: 7.6825 2025-08-07 13:54:48,394 - pyskl - INFO - Epoch [64][6400/7492] lr: 3.078e-02, eta: 4 days, 6:53:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2966, top5_acc: 0.5566, loss_cls: 7.7042, loss: 7.7042 2025-08-07 13:55:45,588 - pyskl - INFO - Epoch [64][6500/7492] lr: 3.078e-02, eta: 4 days, 6:52:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5403, loss_cls: 7.7850, loss: 7.7850 2025-08-07 13:56:42,669 - pyskl - INFO - Epoch [64][6600/7492] lr: 3.077e-02, eta: 4 days, 6:51:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5522, loss_cls: 7.7869, loss: 7.7869 2025-08-07 13:57:39,641 - pyskl - INFO - Epoch [64][6700/7492] lr: 3.076e-02, eta: 4 days, 6:50:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5525, loss_cls: 7.8143, loss: 7.8143 2025-08-07 13:58:36,311 - pyskl - INFO - Epoch [64][6800/7492] lr: 3.076e-02, eta: 4 days, 6:49:53, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5550, loss_cls: 7.7384, loss: 7.7384 2025-08-07 13:59:34,007 - pyskl - INFO - Epoch [64][6900/7492] lr: 3.075e-02, eta: 4 days, 6:48:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5416, loss_cls: 7.6998, loss: 7.6998 2025-08-07 14:00:31,160 - pyskl - INFO - Epoch [64][7000/7492] lr: 3.074e-02, eta: 4 days, 6:47:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5497, loss_cls: 7.7650, loss: 7.7650 2025-08-07 14:01:28,203 - pyskl - INFO - Epoch [64][7100/7492] lr: 3.074e-02, eta: 4 days, 6:47:00, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5581, loss_cls: 7.6850, loss: 7.6850 2025-08-07 14:02:25,396 - pyskl - INFO - Epoch [64][7200/7492] lr: 3.073e-02, eta: 4 days, 6:46:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5500, loss_cls: 7.7633, loss: 7.7633 2025-08-07 14:03:22,663 - pyskl - INFO - Epoch [64][7300/7492] lr: 3.072e-02, eta: 4 days, 6:45:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5397, loss_cls: 7.7842, loss: 7.7842 2025-08-07 14:04:19,804 - pyskl - INFO - Epoch [64][7400/7492] lr: 3.072e-02, eta: 4 days, 6:44:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5466, loss_cls: 7.7335, loss: 7.7335 2025-08-07 14:05:14,130 - pyskl - INFO - Saving checkpoint at 64 epochs 2025-08-07 14:06:03,498 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 14:06:04,162 - pyskl - INFO - top1_acc 0.2561 top5_acc 0.4963 2025-08-07 14:06:04,162 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 14:06:04,204 - pyskl - INFO - mean_acc 0.2557 2025-08-07 14:06:04,269 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_59.pth was removed 2025-08-07 14:06:05,814 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_64.pth. 2025-08-07 14:06:05,815 - pyskl - INFO - Best top1_acc is 0.2561 at 64 epoch. 2025-08-07 14:06:05,837 - pyskl - INFO - Epoch(val) [64][617] top1_acc: 0.2561, top5_acc: 0.4963, mean_class_accuracy: 0.2557 2025-08-07 14:07:35,961 - pyskl - INFO - Epoch [65][100/7492] lr: 3.070e-02, eta: 4 days, 6:41:50, time: 0.901, data_time: 0.331, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5484, loss_cls: 7.8426, loss: 7.8426 2025-08-07 14:08:32,897 - pyskl - INFO - Epoch [65][200/7492] lr: 3.070e-02, eta: 4 days, 6:40:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5622, loss_cls: 7.7232, loss: 7.7232 2025-08-07 14:09:30,015 - pyskl - INFO - Epoch [65][300/7492] lr: 3.069e-02, eta: 4 days, 6:39:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5628, loss_cls: 7.6097, loss: 7.6097 2025-08-07 14:10:27,558 - pyskl - INFO - Epoch [65][400/7492] lr: 3.068e-02, eta: 4 days, 6:38:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5669, loss_cls: 7.6839, loss: 7.6839 2025-08-07 14:11:24,225 - pyskl - INFO - Epoch [65][500/7492] lr: 3.067e-02, eta: 4 days, 6:37:59, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5544, loss_cls: 7.7318, loss: 7.7318 2025-08-07 14:12:21,539 - pyskl - INFO - Epoch [65][600/7492] lr: 3.067e-02, eta: 4 days, 6:37:01, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5778, loss_cls: 7.5854, loss: 7.5854 2025-08-07 14:13:18,286 - pyskl - INFO - Epoch [65][700/7492] lr: 3.066e-02, eta: 4 days, 6:36:03, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5419, loss_cls: 7.7914, loss: 7.7914 2025-08-07 14:14:15,069 - pyskl - INFO - Epoch [65][800/7492] lr: 3.065e-02, eta: 4 days, 6:35:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5463, loss_cls: 7.7162, loss: 7.7162 2025-08-07 14:15:11,866 - pyskl - INFO - Epoch [65][900/7492] lr: 3.065e-02, eta: 4 days, 6:34:07, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5425, loss_cls: 7.6964, loss: 7.6964 2025-08-07 14:16:08,636 - pyskl - INFO - Epoch [65][1000/7492] lr: 3.064e-02, eta: 4 days, 6:33:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5531, loss_cls: 7.7976, loss: 7.7976 2025-08-07 14:17:05,230 - pyskl - INFO - Epoch [65][1100/7492] lr: 3.063e-02, eta: 4 days, 6:32:10, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5581, loss_cls: 7.7731, loss: 7.7731 2025-08-07 14:18:02,496 - pyskl - INFO - Epoch [65][1200/7492] lr: 3.063e-02, eta: 4 days, 6:31:12, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5487, loss_cls: 7.7760, loss: 7.7760 2025-08-07 14:18:59,208 - pyskl - INFO - Epoch [65][1300/7492] lr: 3.062e-02, eta: 4 days, 6:30:14, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5597, loss_cls: 7.6703, loss: 7.6703 2025-08-07 14:19:56,412 - pyskl - INFO - Epoch [65][1400/7492] lr: 3.061e-02, eta: 4 days, 6:29:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5453, loss_cls: 7.8250, loss: 7.8250 2025-08-07 14:20:53,791 - pyskl - INFO - Epoch [65][1500/7492] lr: 3.061e-02, eta: 4 days, 6:28:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3097, top5_acc: 0.5628, loss_cls: 7.6567, loss: 7.6567 2025-08-07 14:21:51,118 - pyskl - INFO - Epoch [65][1600/7492] lr: 3.060e-02, eta: 4 days, 6:27:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5569, loss_cls: 7.6480, loss: 7.6480 2025-08-07 14:22:48,024 - pyskl - INFO - Epoch [65][1700/7492] lr: 3.059e-02, eta: 4 days, 6:26:23, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2831, top5_acc: 0.5387, loss_cls: 7.8310, loss: 7.8310 2025-08-07 14:23:44,983 - pyskl - INFO - Epoch [65][1800/7492] lr: 3.059e-02, eta: 4 days, 6:25:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5597, loss_cls: 7.7174, loss: 7.7174 2025-08-07 14:24:42,423 - pyskl - INFO - Epoch [65][1900/7492] lr: 3.058e-02, eta: 4 days, 6:24:28, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5563, loss_cls: 7.6409, loss: 7.6409 2025-08-07 14:25:39,595 - pyskl - INFO - Epoch [65][2000/7492] lr: 3.057e-02, eta: 4 days, 6:23:30, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5456, loss_cls: 7.8170, loss: 7.8170 2025-08-07 14:26:36,845 - pyskl - INFO - Epoch [65][2100/7492] lr: 3.057e-02, eta: 4 days, 6:22:33, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5487, loss_cls: 7.7809, loss: 7.7809 2025-08-07 14:27:33,292 - pyskl - INFO - Epoch [65][2200/7492] lr: 3.056e-02, eta: 4 days, 6:21:34, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5544, loss_cls: 7.7181, loss: 7.7181 2025-08-07 14:28:29,959 - pyskl - INFO - Epoch [65][2300/7492] lr: 3.055e-02, eta: 4 days, 6:20:36, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5519, loss_cls: 7.8120, loss: 7.8120 2025-08-07 14:29:27,168 - pyskl - INFO - Epoch [65][2400/7492] lr: 3.055e-02, eta: 4 days, 6:19:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5519, loss_cls: 7.6921, loss: 7.6921 2025-08-07 14:30:24,338 - pyskl - INFO - Epoch [65][2500/7492] lr: 3.054e-02, eta: 4 days, 6:18:41, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5406, loss_cls: 7.8222, loss: 7.8222 2025-08-07 14:31:23,135 - pyskl - INFO - Epoch [65][2600/7492] lr: 3.053e-02, eta: 4 days, 6:17:45, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 7.7324, loss: 7.7324 2025-08-07 14:32:20,173 - pyskl - INFO - Epoch [65][2700/7492] lr: 3.052e-02, eta: 4 days, 6:16:47, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5584, loss_cls: 7.6773, loss: 7.6773 2025-08-07 14:33:17,521 - pyskl - INFO - Epoch [65][2800/7492] lr: 3.052e-02, eta: 4 days, 6:15:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5666, loss_cls: 7.6535, loss: 7.6535 2025-08-07 14:34:15,456 - pyskl - INFO - Epoch [65][2900/7492] lr: 3.051e-02, eta: 4 days, 6:14:53, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5397, loss_cls: 7.7637, loss: 7.7637 2025-08-07 14:35:11,936 - pyskl - INFO - Epoch [65][3000/7492] lr: 3.050e-02, eta: 4 days, 6:13:55, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5591, loss_cls: 7.7928, loss: 7.7928 2025-08-07 14:36:09,713 - pyskl - INFO - Epoch [65][3100/7492] lr: 3.050e-02, eta: 4 days, 6:12:58, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5506, loss_cls: 7.7385, loss: 7.7385 2025-08-07 14:37:07,270 - pyskl - INFO - Epoch [65][3200/7492] lr: 3.049e-02, eta: 4 days, 6:12:01, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5519, loss_cls: 7.7516, loss: 7.7516 2025-08-07 14:38:04,031 - pyskl - INFO - Epoch [65][3300/7492] lr: 3.048e-02, eta: 4 days, 6:11:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5472, loss_cls: 7.7121, loss: 7.7121 2025-08-07 14:39:01,321 - pyskl - INFO - Epoch [65][3400/7492] lr: 3.048e-02, eta: 4 days, 6:10:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2769, top5_acc: 0.5447, loss_cls: 7.8010, loss: 7.8010 2025-08-07 14:39:57,940 - pyskl - INFO - Epoch [65][3500/7492] lr: 3.047e-02, eta: 4 days, 6:09:06, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5631, loss_cls: 7.7298, loss: 7.7298 2025-08-07 14:40:54,574 - pyskl - INFO - Epoch [65][3600/7492] lr: 3.046e-02, eta: 4 days, 6:08:08, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2816, top5_acc: 0.5238, loss_cls: 7.8908, loss: 7.8908 2025-08-07 14:41:52,298 - pyskl - INFO - Epoch [65][3700/7492] lr: 3.046e-02, eta: 4 days, 6:07:11, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5509, loss_cls: 7.6644, loss: 7.6644 2025-08-07 14:42:49,420 - pyskl - INFO - Epoch [65][3800/7492] lr: 3.045e-02, eta: 4 days, 6:06:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5531, loss_cls: 7.7974, loss: 7.7974 2025-08-07 14:43:47,717 - pyskl - INFO - Epoch [65][3900/7492] lr: 3.044e-02, eta: 4 days, 6:05:17, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5453, loss_cls: 7.7000, loss: 7.7000 2025-08-07 14:44:45,110 - pyskl - INFO - Epoch [65][4000/7492] lr: 3.044e-02, eta: 4 days, 6:04:20, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5547, loss_cls: 7.7554, loss: 7.7554 2025-08-07 14:45:42,101 - pyskl - INFO - Epoch [65][4100/7492] lr: 3.043e-02, eta: 4 days, 6:03:22, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2834, top5_acc: 0.5409, loss_cls: 7.8109, loss: 7.8109 2025-08-07 14:46:38,973 - pyskl - INFO - Epoch [65][4200/7492] lr: 3.042e-02, eta: 4 days, 6:02:24, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5491, loss_cls: 7.7363, loss: 7.7363 2025-08-07 14:47:37,345 - pyskl - INFO - Epoch [65][4300/7492] lr: 3.042e-02, eta: 4 days, 6:01:28, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5547, loss_cls: 7.7297, loss: 7.7297 2025-08-07 14:48:35,129 - pyskl - INFO - Epoch [65][4400/7492] lr: 3.041e-02, eta: 4 days, 6:00:31, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5444, loss_cls: 7.8421, loss: 7.8421 2025-08-07 14:49:32,300 - pyskl - INFO - Epoch [65][4500/7492] lr: 3.040e-02, eta: 4 days, 5:59:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 7.7731, loss: 7.7731 2025-08-07 14:50:29,496 - pyskl - INFO - Epoch [65][4600/7492] lr: 3.040e-02, eta: 4 days, 5:58:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5641, loss_cls: 7.5998, loss: 7.5998 2025-08-07 14:51:26,137 - pyskl - INFO - Epoch [65][4700/7492] lr: 3.039e-02, eta: 4 days, 5:57:37, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5503, loss_cls: 7.7659, loss: 7.7659 2025-08-07 14:52:23,445 - pyskl - INFO - Epoch [65][4800/7492] lr: 3.038e-02, eta: 4 days, 5:56:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5606, loss_cls: 7.7463, loss: 7.7463 2025-08-07 14:53:20,766 - pyskl - INFO - Epoch [65][4900/7492] lr: 3.037e-02, eta: 4 days, 5:55:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2831, top5_acc: 0.5375, loss_cls: 7.8107, loss: 7.8107 2025-08-07 14:54:17,506 - pyskl - INFO - Epoch [65][5000/7492] lr: 3.037e-02, eta: 4 days, 5:54:44, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5369, loss_cls: 7.7688, loss: 7.7688 2025-08-07 14:55:14,612 - pyskl - INFO - Epoch [65][5100/7492] lr: 3.036e-02, eta: 4 days, 5:53:46, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5497, loss_cls: 7.8189, loss: 7.8189 2025-08-07 14:56:11,272 - pyskl - INFO - Epoch [65][5200/7492] lr: 3.035e-02, eta: 4 days, 5:52:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5406, loss_cls: 7.7244, loss: 7.7244 2025-08-07 14:57:08,168 - pyskl - INFO - Epoch [65][5300/7492] lr: 3.035e-02, eta: 4 days, 5:51:50, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5394, loss_cls: 7.7116, loss: 7.7116 2025-08-07 14:58:04,831 - pyskl - INFO - Epoch [65][5400/7492] lr: 3.034e-02, eta: 4 days, 5:50:51, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5559, loss_cls: 7.7029, loss: 7.7029 2025-08-07 14:59:02,043 - pyskl - INFO - Epoch [65][5500/7492] lr: 3.033e-02, eta: 4 days, 5:49:54, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5459, loss_cls: 7.8115, loss: 7.8115 2025-08-07 14:59:59,710 - pyskl - INFO - Epoch [65][5600/7492] lr: 3.033e-02, eta: 4 days, 5:48:57, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5641, loss_cls: 7.6887, loss: 7.6887 2025-08-07 15:00:57,848 - pyskl - INFO - Epoch [65][5700/7492] lr: 3.032e-02, eta: 4 days, 5:48:00, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5534, loss_cls: 7.7110, loss: 7.7110 2025-08-07 15:01:54,933 - pyskl - INFO - Epoch [65][5800/7492] lr: 3.031e-02, eta: 4 days, 5:47:03, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5519, loss_cls: 7.7889, loss: 7.7889 2025-08-07 15:02:51,719 - pyskl - INFO - Epoch [65][5900/7492] lr: 3.031e-02, eta: 4 days, 5:46:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5491, loss_cls: 7.7435, loss: 7.7435 2025-08-07 15:03:48,317 - pyskl - INFO - Epoch [65][6000/7492] lr: 3.030e-02, eta: 4 days, 5:45:06, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5625, loss_cls: 7.5433, loss: 7.5433 2025-08-07 15:04:45,727 - pyskl - INFO - Epoch [65][6100/7492] lr: 3.029e-02, eta: 4 days, 5:44:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5553, loss_cls: 7.7578, loss: 7.7578 2025-08-07 15:05:42,589 - pyskl - INFO - Epoch [65][6200/7492] lr: 3.029e-02, eta: 4 days, 5:43:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5525, loss_cls: 7.7251, loss: 7.7251 2025-08-07 15:06:39,480 - pyskl - INFO - Epoch [65][6300/7492] lr: 3.028e-02, eta: 4 days, 5:42:13, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5441, loss_cls: 7.8179, loss: 7.8179 2025-08-07 15:07:37,105 - pyskl - INFO - Epoch [65][6400/7492] lr: 3.027e-02, eta: 4 days, 5:41:15, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5394, loss_cls: 7.9158, loss: 7.9158 2025-08-07 15:08:34,086 - pyskl - INFO - Epoch [65][6500/7492] lr: 3.027e-02, eta: 4 days, 5:40:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5459, loss_cls: 7.7717, loss: 7.7717 2025-08-07 15:09:31,204 - pyskl - INFO - Epoch [65][6600/7492] lr: 3.026e-02, eta: 4 days, 5:39:20, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2822, top5_acc: 0.5288, loss_cls: 7.9170, loss: 7.9170 2025-08-07 15:10:27,953 - pyskl - INFO - Epoch [65][6700/7492] lr: 3.025e-02, eta: 4 days, 5:38:22, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5553, loss_cls: 7.7075, loss: 7.7075 2025-08-07 15:11:25,495 - pyskl - INFO - Epoch [65][6800/7492] lr: 3.025e-02, eta: 4 days, 5:37:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5500, loss_cls: 7.7591, loss: 7.7591 2025-08-07 15:12:22,237 - pyskl - INFO - Epoch [65][6900/7492] lr: 3.024e-02, eta: 4 days, 5:36:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5434, loss_cls: 7.7472, loss: 7.7472 2025-08-07 15:13:18,996 - pyskl - INFO - Epoch [65][7000/7492] lr: 3.023e-02, eta: 4 days, 5:35:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5384, loss_cls: 7.8695, loss: 7.8695 2025-08-07 15:14:16,049 - pyskl - INFO - Epoch [65][7100/7492] lr: 3.022e-02, eta: 4 days, 5:34:30, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5475, loss_cls: 7.7418, loss: 7.7418 2025-08-07 15:15:12,682 - pyskl - INFO - Epoch [65][7200/7492] lr: 3.022e-02, eta: 4 days, 5:33:32, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5537, loss_cls: 7.7900, loss: 7.7900 2025-08-07 15:16:09,275 - pyskl - INFO - Epoch [65][7300/7492] lr: 3.021e-02, eta: 4 days, 5:32:33, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5497, loss_cls: 7.7000, loss: 7.7000 2025-08-07 15:17:06,273 - pyskl - INFO - Epoch [65][7400/7492] lr: 3.020e-02, eta: 4 days, 5:31:35, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5478, loss_cls: 7.8734, loss: 7.8734 2025-08-07 15:18:00,397 - pyskl - INFO - Saving checkpoint at 65 epochs 2025-08-07 15:18:48,763 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 15:18:49,426 - pyskl - INFO - top1_acc 0.2631 top5_acc 0.5032 2025-08-07 15:18:49,426 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 15:18:49,469 - pyskl - INFO - mean_acc 0.2627 2025-08-07 15:18:49,536 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_64.pth was removed 2025-08-07 15:18:51,129 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_65.pth. 2025-08-07 15:18:51,130 - pyskl - INFO - Best top1_acc is 0.2631 at 65 epoch. 2025-08-07 15:18:51,145 - pyskl - INFO - Epoch(val) [65][617] top1_acc: 0.2631, top5_acc: 0.5032, mean_class_accuracy: 0.2627 2025-08-07 15:20:22,127 - pyskl - INFO - Epoch [66][100/7492] lr: 3.019e-02, eta: 4 days, 5:29:20, time: 0.910, data_time: 0.331, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5575, loss_cls: 7.7335, loss: 7.7335 2025-08-07 15:21:18,740 - pyskl - INFO - Epoch [66][200/7492] lr: 3.018e-02, eta: 4 days, 5:28:22, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5709, loss_cls: 7.6656, loss: 7.6656 2025-08-07 15:22:16,473 - pyskl - INFO - Epoch [66][300/7492] lr: 3.018e-02, eta: 4 days, 5:27:25, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5575, loss_cls: 7.6883, loss: 7.6883 2025-08-07 15:23:13,373 - pyskl - INFO - Epoch [66][400/7492] lr: 3.017e-02, eta: 4 days, 5:26:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5634, loss_cls: 7.6562, loss: 7.6562 2025-08-07 15:24:10,000 - pyskl - INFO - Epoch [66][500/7492] lr: 3.016e-02, eta: 4 days, 5:25:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5700, loss_cls: 7.5587, loss: 7.5587 2025-08-07 15:25:07,200 - pyskl - INFO - Epoch [66][600/7492] lr: 3.016e-02, eta: 4 days, 5:24:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5584, loss_cls: 7.7190, loss: 7.7190 2025-08-07 15:26:03,766 - pyskl - INFO - Epoch [66][700/7492] lr: 3.015e-02, eta: 4 days, 5:23:32, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5503, loss_cls: 7.8262, loss: 7.8262 2025-08-07 15:27:00,599 - pyskl - INFO - Epoch [66][800/7492] lr: 3.014e-02, eta: 4 days, 5:22:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5422, loss_cls: 7.7564, loss: 7.7564 2025-08-07 15:27:57,564 - pyskl - INFO - Epoch [66][900/7492] lr: 3.014e-02, eta: 4 days, 5:21:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5541, loss_cls: 7.7859, loss: 7.7859 2025-08-07 15:28:55,208 - pyskl - INFO - Epoch [66][1000/7492] lr: 3.013e-02, eta: 4 days, 5:20:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5644, loss_cls: 7.7303, loss: 7.7303 2025-08-07 15:29:52,431 - pyskl - INFO - Epoch [66][1100/7492] lr: 3.012e-02, eta: 4 days, 5:19:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5366, loss_cls: 7.8135, loss: 7.8135 2025-08-07 15:30:49,501 - pyskl - INFO - Epoch [66][1200/7492] lr: 3.012e-02, eta: 4 days, 5:18:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5466, loss_cls: 7.8100, loss: 7.8100 2025-08-07 15:31:47,289 - pyskl - INFO - Epoch [66][1300/7492] lr: 3.011e-02, eta: 4 days, 5:17:47, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5594, loss_cls: 7.6789, loss: 7.6789 2025-08-07 15:32:45,345 - pyskl - INFO - Epoch [66][1400/7492] lr: 3.010e-02, eta: 4 days, 5:16:51, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3081, top5_acc: 0.5434, loss_cls: 7.7504, loss: 7.7504 2025-08-07 15:33:42,997 - pyskl - INFO - Epoch [66][1500/7492] lr: 3.010e-02, eta: 4 days, 5:15:54, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5528, loss_cls: 7.8076, loss: 7.8076 2025-08-07 15:34:40,127 - pyskl - INFO - Epoch [66][1600/7492] lr: 3.009e-02, eta: 4 days, 5:14:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5669, loss_cls: 7.6457, loss: 7.6457 2025-08-07 15:35:37,417 - pyskl - INFO - Epoch [66][1700/7492] lr: 3.008e-02, eta: 4 days, 5:13:58, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5441, loss_cls: 7.7213, loss: 7.7213 2025-08-07 15:36:34,434 - pyskl - INFO - Epoch [66][1800/7492] lr: 3.007e-02, eta: 4 days, 5:13:00, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5391, loss_cls: 7.6361, loss: 7.6361 2025-08-07 15:37:31,355 - pyskl - INFO - Epoch [66][1900/7492] lr: 3.007e-02, eta: 4 days, 5:12:03, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5506, loss_cls: 7.7629, loss: 7.7629 2025-08-07 15:38:27,880 - pyskl - INFO - Epoch [66][2000/7492] lr: 3.006e-02, eta: 4 days, 5:11:04, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5663, loss_cls: 7.6106, loss: 7.6106 2025-08-07 15:39:24,961 - pyskl - INFO - Epoch [66][2100/7492] lr: 3.005e-02, eta: 4 days, 5:10:06, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5553, loss_cls: 7.7029, loss: 7.7029 2025-08-07 15:40:22,678 - pyskl - INFO - Epoch [66][2200/7492] lr: 3.005e-02, eta: 4 days, 5:09:09, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5406, loss_cls: 7.7903, loss: 7.7903 2025-08-07 15:41:20,081 - pyskl - INFO - Epoch [66][2300/7492] lr: 3.004e-02, eta: 4 days, 5:08:12, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2850, top5_acc: 0.5294, loss_cls: 7.7864, loss: 7.7864 2025-08-07 15:42:17,474 - pyskl - INFO - Epoch [66][2400/7492] lr: 3.003e-02, eta: 4 days, 5:07:15, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5687, loss_cls: 7.6443, loss: 7.6443 2025-08-07 15:43:14,586 - pyskl - INFO - Epoch [66][2500/7492] lr: 3.003e-02, eta: 4 days, 5:06:17, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5594, loss_cls: 7.6945, loss: 7.6945 2025-08-07 15:44:12,345 - pyskl - INFO - Epoch [66][2600/7492] lr: 3.002e-02, eta: 4 days, 5:05:20, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5428, loss_cls: 7.8133, loss: 7.8133 2025-08-07 15:45:09,287 - pyskl - INFO - Epoch [66][2700/7492] lr: 3.001e-02, eta: 4 days, 5:04:22, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5703, loss_cls: 7.6231, loss: 7.6231 2025-08-07 15:46:06,490 - pyskl - INFO - Epoch [66][2800/7492] lr: 3.001e-02, eta: 4 days, 5:03:24, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5497, loss_cls: 7.7170, loss: 7.7170 2025-08-07 15:47:03,931 - pyskl - INFO - Epoch [66][2900/7492] lr: 3.000e-02, eta: 4 days, 5:02:27, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5469, loss_cls: 7.7877, loss: 7.7877 2025-08-07 15:48:01,023 - pyskl - INFO - Epoch [66][3000/7492] lr: 2.999e-02, eta: 4 days, 5:01:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5375, loss_cls: 7.8096, loss: 7.8096 2025-08-07 15:48:58,178 - pyskl - INFO - Epoch [66][3100/7492] lr: 2.999e-02, eta: 4 days, 5:00:32, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5578, loss_cls: 7.6839, loss: 7.6839 2025-08-07 15:49:54,667 - pyskl - INFO - Epoch [66][3200/7492] lr: 2.998e-02, eta: 4 days, 4:59:33, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5506, loss_cls: 7.7701, loss: 7.7701 2025-08-07 15:50:51,798 - pyskl - INFO - Epoch [66][3300/7492] lr: 2.997e-02, eta: 4 days, 4:58:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5487, loss_cls: 7.7488, loss: 7.7488 2025-08-07 15:51:48,900 - pyskl - INFO - Epoch [66][3400/7492] lr: 2.997e-02, eta: 4 days, 4:57:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5469, loss_cls: 7.7373, loss: 7.7373 2025-08-07 15:52:45,607 - pyskl - INFO - Epoch [66][3500/7492] lr: 2.996e-02, eta: 4 days, 4:56:39, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5522, loss_cls: 7.8059, loss: 7.8059 2025-08-07 15:53:43,063 - pyskl - INFO - Epoch [66][3600/7492] lr: 2.995e-02, eta: 4 days, 4:55:42, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5387, loss_cls: 7.8162, loss: 7.8162 2025-08-07 15:54:40,143 - pyskl - INFO - Epoch [66][3700/7492] lr: 2.994e-02, eta: 4 days, 4:54:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5566, loss_cls: 7.6437, loss: 7.6437 2025-08-07 15:55:37,103 - pyskl - INFO - Epoch [66][3800/7492] lr: 2.994e-02, eta: 4 days, 4:53:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2916, top5_acc: 0.5559, loss_cls: 7.7037, loss: 7.7037 2025-08-07 15:56:34,113 - pyskl - INFO - Epoch [66][3900/7492] lr: 2.993e-02, eta: 4 days, 4:52:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5428, loss_cls: 7.7700, loss: 7.7700 2025-08-07 15:57:31,724 - pyskl - INFO - Epoch [66][4000/7492] lr: 2.992e-02, eta: 4 days, 4:51:52, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5547, loss_cls: 7.7589, loss: 7.7589 2025-08-07 15:58:28,929 - pyskl - INFO - Epoch [66][4100/7492] lr: 2.992e-02, eta: 4 days, 4:50:54, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5484, loss_cls: 7.7928, loss: 7.7928 2025-08-07 15:59:26,141 - pyskl - INFO - Epoch [66][4200/7492] lr: 2.991e-02, eta: 4 days, 4:49:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5591, loss_cls: 7.6582, loss: 7.6582 2025-08-07 16:00:22,834 - pyskl - INFO - Epoch [66][4300/7492] lr: 2.990e-02, eta: 4 days, 4:48:58, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5600, loss_cls: 7.6716, loss: 7.6716 2025-08-07 16:01:20,681 - pyskl - INFO - Epoch [66][4400/7492] lr: 2.990e-02, eta: 4 days, 4:48:01, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5497, loss_cls: 7.7850, loss: 7.7850 2025-08-07 16:02:17,287 - pyskl - INFO - Epoch [66][4500/7492] lr: 2.989e-02, eta: 4 days, 4:47:03, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5434, loss_cls: 7.8095, loss: 7.8095 2025-08-07 16:03:14,067 - pyskl - INFO - Epoch [66][4600/7492] lr: 2.988e-02, eta: 4 days, 4:46:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5444, loss_cls: 7.7833, loss: 7.7833 2025-08-07 16:04:11,260 - pyskl - INFO - Epoch [66][4700/7492] lr: 2.988e-02, eta: 4 days, 4:45:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 7.8336, loss: 7.8336 2025-08-07 16:05:08,762 - pyskl - INFO - Epoch [66][4800/7492] lr: 2.987e-02, eta: 4 days, 4:44:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5647, loss_cls: 7.6091, loss: 7.6091 2025-08-07 16:06:05,424 - pyskl - INFO - Epoch [66][4900/7492] lr: 2.986e-02, eta: 4 days, 4:43:12, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5578, loss_cls: 7.6925, loss: 7.6925 2025-08-07 16:07:01,958 - pyskl - INFO - Epoch [66][5000/7492] lr: 2.986e-02, eta: 4 days, 4:42:13, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5516, loss_cls: 7.7036, loss: 7.7036 2025-08-07 16:07:59,203 - pyskl - INFO - Epoch [66][5100/7492] lr: 2.985e-02, eta: 4 days, 4:41:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5409, loss_cls: 7.7347, loss: 7.7347 2025-08-07 16:08:56,103 - pyskl - INFO - Epoch [66][5200/7492] lr: 2.984e-02, eta: 4 days, 4:40:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5659, loss_cls: 7.5732, loss: 7.5732 2025-08-07 16:09:52,900 - pyskl - INFO - Epoch [66][5300/7492] lr: 2.983e-02, eta: 4 days, 4:39:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5375, loss_cls: 7.7720, loss: 7.7720 2025-08-07 16:10:50,632 - pyskl - INFO - Epoch [66][5400/7492] lr: 2.983e-02, eta: 4 days, 4:38:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5459, loss_cls: 7.8865, loss: 7.8865 2025-08-07 16:11:47,639 - pyskl - INFO - Epoch [66][5500/7492] lr: 2.982e-02, eta: 4 days, 4:37:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5516, loss_cls: 7.7386, loss: 7.7386 2025-08-07 16:12:44,778 - pyskl - INFO - Epoch [66][5600/7492] lr: 2.981e-02, eta: 4 days, 4:36:27, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2859, top5_acc: 0.5497, loss_cls: 7.8019, loss: 7.8019 2025-08-07 16:13:41,532 - pyskl - INFO - Epoch [66][5700/7492] lr: 2.981e-02, eta: 4 days, 4:35:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5547, loss_cls: 7.7710, loss: 7.7710 2025-08-07 16:14:38,898 - pyskl - INFO - Epoch [66][5800/7492] lr: 2.980e-02, eta: 4 days, 4:34:31, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5481, loss_cls: 7.7669, loss: 7.7669 2025-08-07 16:15:35,943 - pyskl - INFO - Epoch [66][5900/7492] lr: 2.979e-02, eta: 4 days, 4:33:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5644, loss_cls: 7.7112, loss: 7.7112 2025-08-07 16:16:32,791 - pyskl - INFO - Epoch [66][6000/7492] lr: 2.979e-02, eta: 4 days, 4:32:36, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5481, loss_cls: 7.7770, loss: 7.7770 2025-08-07 16:17:29,284 - pyskl - INFO - Epoch [66][6100/7492] lr: 2.978e-02, eta: 4 days, 4:31:37, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5563, loss_cls: 7.6222, loss: 7.6222 2025-08-07 16:18:26,273 - pyskl - INFO - Epoch [66][6200/7492] lr: 2.977e-02, eta: 4 days, 4:30:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5444, loss_cls: 7.7694, loss: 7.7694 2025-08-07 16:19:23,509 - pyskl - INFO - Epoch [66][6300/7492] lr: 2.977e-02, eta: 4 days, 4:29:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5419, loss_cls: 7.7061, loss: 7.7061 2025-08-07 16:20:20,263 - pyskl - INFO - Epoch [66][6400/7492] lr: 2.976e-02, eta: 4 days, 4:28:43, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5531, loss_cls: 7.7269, loss: 7.7269 2025-08-07 16:21:17,528 - pyskl - INFO - Epoch [66][6500/7492] lr: 2.975e-02, eta: 4 days, 4:27:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5619, loss_cls: 7.6915, loss: 7.6915 2025-08-07 16:22:14,694 - pyskl - INFO - Epoch [66][6600/7492] lr: 2.975e-02, eta: 4 days, 4:26:48, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5425, loss_cls: 7.7811, loss: 7.7811 2025-08-07 16:23:11,778 - pyskl - INFO - Epoch [66][6700/7492] lr: 2.974e-02, eta: 4 days, 4:25:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5603, loss_cls: 7.7280, loss: 7.7280 2025-08-07 16:24:09,556 - pyskl - INFO - Epoch [66][6800/7492] lr: 2.973e-02, eta: 4 days, 4:24:54, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5428, loss_cls: 7.7837, loss: 7.7837 2025-08-07 16:25:07,061 - pyskl - INFO - Epoch [66][6900/7492] lr: 2.973e-02, eta: 4 days, 4:23:56, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5409, loss_cls: 7.7456, loss: 7.7456 2025-08-07 16:26:04,712 - pyskl - INFO - Epoch [66][7000/7492] lr: 2.972e-02, eta: 4 days, 4:22:59, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5534, loss_cls: 7.7476, loss: 7.7476 2025-08-07 16:27:01,944 - pyskl - INFO - Epoch [66][7100/7492] lr: 2.971e-02, eta: 4 days, 4:22:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5569, loss_cls: 7.6912, loss: 7.6912 2025-08-07 16:27:59,293 - pyskl - INFO - Epoch [66][7200/7492] lr: 2.970e-02, eta: 4 days, 4:21:04, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2869, top5_acc: 0.5434, loss_cls: 7.8697, loss: 7.8697 2025-08-07 16:28:56,395 - pyskl - INFO - Epoch [66][7300/7492] lr: 2.970e-02, eta: 4 days, 4:20:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5544, loss_cls: 7.7283, loss: 7.7283 2025-08-07 16:29:52,921 - pyskl - INFO - Epoch [66][7400/7492] lr: 2.969e-02, eta: 4 days, 4:19:08, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5472, loss_cls: 7.7959, loss: 7.7959 2025-08-07 16:30:46,905 - pyskl - INFO - Saving checkpoint at 66 epochs 2025-08-07 16:31:35,089 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 16:31:35,753 - pyskl - INFO - top1_acc 0.2429 top5_acc 0.4829 2025-08-07 16:31:35,753 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 16:31:35,798 - pyskl - INFO - mean_acc 0.2427 2025-08-07 16:31:35,811 - pyskl - INFO - Epoch(val) [66][617] top1_acc: 0.2429, top5_acc: 0.4829, mean_class_accuracy: 0.2427 2025-08-07 16:33:08,410 - pyskl - INFO - Epoch [67][100/7492] lr: 2.968e-02, eta: 4 days, 4:16:56, time: 0.926, data_time: 0.329, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5453, loss_cls: 7.7780, loss: 7.7780 2025-08-07 16:34:05,154 - pyskl - INFO - Epoch [67][200/7492] lr: 2.967e-02, eta: 4 days, 4:15:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5422, loss_cls: 7.7181, loss: 7.7181 2025-08-07 16:35:02,875 - pyskl - INFO - Epoch [67][300/7492] lr: 2.966e-02, eta: 4 days, 4:15:01, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5728, loss_cls: 7.5934, loss: 7.5934 2025-08-07 16:35:59,835 - pyskl - INFO - Epoch [67][400/7492] lr: 2.966e-02, eta: 4 days, 4:14:03, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 7.6775, loss: 7.6775 2025-08-07 16:36:56,890 - pyskl - INFO - Epoch [67][500/7492] lr: 2.965e-02, eta: 4 days, 4:13:05, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5584, loss_cls: 7.6449, loss: 7.6449 2025-08-07 16:37:55,281 - pyskl - INFO - Epoch [67][600/7492] lr: 2.964e-02, eta: 4 days, 4:12:09, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5487, loss_cls: 7.6580, loss: 7.6580 2025-08-07 16:38:53,004 - pyskl - INFO - Epoch [67][700/7492] lr: 2.964e-02, eta: 4 days, 4:11:12, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5591, loss_cls: 7.7134, loss: 7.7134 2025-08-07 16:39:50,530 - pyskl - INFO - Epoch [67][800/7492] lr: 2.963e-02, eta: 4 days, 4:10:15, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5600, loss_cls: 7.6366, loss: 7.6366 2025-08-07 16:40:48,114 - pyskl - INFO - Epoch [67][900/7492] lr: 2.962e-02, eta: 4 days, 4:09:18, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3216, top5_acc: 0.5709, loss_cls: 7.5784, loss: 7.5784 2025-08-07 16:41:44,997 - pyskl - INFO - Epoch [67][1000/7492] lr: 2.962e-02, eta: 4 days, 4:08:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5569, loss_cls: 7.6834, loss: 7.6834 2025-08-07 16:42:41,782 - pyskl - INFO - Epoch [67][1100/7492] lr: 2.961e-02, eta: 4 days, 4:07:21, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5513, loss_cls: 7.7197, loss: 7.7197 2025-08-07 16:43:39,442 - pyskl - INFO - Epoch [67][1200/7492] lr: 2.960e-02, eta: 4 days, 4:06:24, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5637, loss_cls: 7.5636, loss: 7.5636 2025-08-07 16:44:36,747 - pyskl - INFO - Epoch [67][1300/7492] lr: 2.960e-02, eta: 4 days, 4:05:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3147, top5_acc: 0.5600, loss_cls: 7.6042, loss: 7.6042 2025-08-07 16:45:33,622 - pyskl - INFO - Epoch [67][1400/7492] lr: 2.959e-02, eta: 4 days, 4:04:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5741, loss_cls: 7.6324, loss: 7.6324 2025-08-07 16:46:31,011 - pyskl - INFO - Epoch [67][1500/7492] lr: 2.958e-02, eta: 4 days, 4:03:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5587, loss_cls: 7.7512, loss: 7.7512 2025-08-07 16:47:27,839 - pyskl - INFO - Epoch [67][1600/7492] lr: 2.957e-02, eta: 4 days, 4:02:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5522, loss_cls: 7.6557, loss: 7.6557 2025-08-07 16:48:24,634 - pyskl - INFO - Epoch [67][1700/7492] lr: 2.957e-02, eta: 4 days, 4:01:35, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5463, loss_cls: 7.7506, loss: 7.7506 2025-08-07 16:49:21,659 - pyskl - INFO - Epoch [67][1800/7492] lr: 2.956e-02, eta: 4 days, 4:00:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5413, loss_cls: 7.7374, loss: 7.7374 2025-08-07 16:50:18,351 - pyskl - INFO - Epoch [67][1900/7492] lr: 2.955e-02, eta: 4 days, 3:59:39, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5594, loss_cls: 7.6695, loss: 7.6695 2025-08-07 16:51:14,926 - pyskl - INFO - Epoch [67][2000/7492] lr: 2.955e-02, eta: 4 days, 3:58:41, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2828, top5_acc: 0.5409, loss_cls: 7.7626, loss: 7.7626 2025-08-07 16:52:11,809 - pyskl - INFO - Epoch [67][2100/7492] lr: 2.954e-02, eta: 4 days, 3:57:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2913, top5_acc: 0.5550, loss_cls: 7.7405, loss: 7.7405 2025-08-07 16:53:08,596 - pyskl - INFO - Epoch [67][2200/7492] lr: 2.953e-02, eta: 4 days, 3:56:45, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5616, loss_cls: 7.6534, loss: 7.6534 2025-08-07 16:54:05,112 - pyskl - INFO - Epoch [67][2300/7492] lr: 2.953e-02, eta: 4 days, 3:55:46, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5334, loss_cls: 7.7677, loss: 7.7677 2025-08-07 16:55:01,982 - pyskl - INFO - Epoch [67][2400/7492] lr: 2.952e-02, eta: 4 days, 3:54:48, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5628, loss_cls: 7.6150, loss: 7.6150 2025-08-07 16:55:59,743 - pyskl - INFO - Epoch [67][2500/7492] lr: 2.951e-02, eta: 4 days, 3:53:52, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5397, loss_cls: 7.9007, loss: 7.9007 2025-08-07 16:56:57,632 - pyskl - INFO - Epoch [67][2600/7492] lr: 2.951e-02, eta: 4 days, 3:52:55, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5566, loss_cls: 7.6095, loss: 7.6095 2025-08-07 16:57:56,338 - pyskl - INFO - Epoch [67][2700/7492] lr: 2.950e-02, eta: 4 days, 3:51:59, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5628, loss_cls: 7.7228, loss: 7.7228 2025-08-07 16:58:53,874 - pyskl - INFO - Epoch [67][2800/7492] lr: 2.949e-02, eta: 4 days, 3:51:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5603, loss_cls: 7.6075, loss: 7.6075 2025-08-07 16:59:50,431 - pyskl - INFO - Epoch [67][2900/7492] lr: 2.949e-02, eta: 4 days, 3:50:04, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5509, loss_cls: 7.7077, loss: 7.7077 2025-08-07 17:00:48,194 - pyskl - INFO - Epoch [67][3000/7492] lr: 2.948e-02, eta: 4 days, 3:49:07, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5466, loss_cls: 7.7361, loss: 7.7361 2025-08-07 17:01:45,051 - pyskl - INFO - Epoch [67][3100/7492] lr: 2.947e-02, eta: 4 days, 3:48:09, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5553, loss_cls: 7.8117, loss: 7.8117 2025-08-07 17:02:41,979 - pyskl - INFO - Epoch [67][3200/7492] lr: 2.946e-02, eta: 4 days, 3:47:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5675, loss_cls: 7.6006, loss: 7.6006 2025-08-07 17:03:38,998 - pyskl - INFO - Epoch [67][3300/7492] lr: 2.946e-02, eta: 4 days, 3:46:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5553, loss_cls: 7.7382, loss: 7.7382 2025-08-07 17:04:35,621 - pyskl - INFO - Epoch [67][3400/7492] lr: 2.945e-02, eta: 4 days, 3:45:15, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5506, loss_cls: 7.6284, loss: 7.6284 2025-08-07 17:05:33,152 - pyskl - INFO - Epoch [67][3500/7492] lr: 2.944e-02, eta: 4 days, 3:44:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5587, loss_cls: 7.6851, loss: 7.6851 2025-08-07 17:06:30,880 - pyskl - INFO - Epoch [67][3600/7492] lr: 2.944e-02, eta: 4 days, 3:43:20, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5719, loss_cls: 7.6193, loss: 7.6193 2025-08-07 17:07:28,796 - pyskl - INFO - Epoch [67][3700/7492] lr: 2.943e-02, eta: 4 days, 3:42:24, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5503, loss_cls: 7.7578, loss: 7.7578 2025-08-07 17:08:25,958 - pyskl - INFO - Epoch [67][3800/7492] lr: 2.942e-02, eta: 4 days, 3:41:26, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2847, top5_acc: 0.5441, loss_cls: 7.8132, loss: 7.8132 2025-08-07 17:09:23,962 - pyskl - INFO - Epoch [67][3900/7492] lr: 2.942e-02, eta: 4 days, 3:40:30, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5616, loss_cls: 7.7025, loss: 7.7025 2025-08-07 17:10:21,328 - pyskl - INFO - Epoch [67][4000/7492] lr: 2.941e-02, eta: 4 days, 3:39:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5422, loss_cls: 7.8039, loss: 7.8039 2025-08-07 17:11:19,287 - pyskl - INFO - Epoch [67][4100/7492] lr: 2.940e-02, eta: 4 days, 3:38:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5437, loss_cls: 7.7758, loss: 7.7758 2025-08-07 17:12:16,279 - pyskl - INFO - Epoch [67][4200/7492] lr: 2.940e-02, eta: 4 days, 3:37:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5591, loss_cls: 7.7797, loss: 7.7797 2025-08-07 17:13:13,088 - pyskl - INFO - Epoch [67][4300/7492] lr: 2.939e-02, eta: 4 days, 3:36:40, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5456, loss_cls: 7.7925, loss: 7.7925 2025-08-07 17:14:10,030 - pyskl - INFO - Epoch [67][4400/7492] lr: 2.938e-02, eta: 4 days, 3:35:42, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5516, loss_cls: 7.6909, loss: 7.6909 2025-08-07 17:15:06,647 - pyskl - INFO - Epoch [67][4500/7492] lr: 2.938e-02, eta: 4 days, 3:34:43, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5513, loss_cls: 7.7892, loss: 7.7892 2025-08-07 17:16:03,343 - pyskl - INFO - Epoch [67][4600/7492] lr: 2.937e-02, eta: 4 days, 3:33:45, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5447, loss_cls: 7.7240, loss: 7.7240 2025-08-07 17:16:59,626 - pyskl - INFO - Epoch [67][4700/7492] lr: 2.936e-02, eta: 4 days, 3:32:46, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3081, top5_acc: 0.5584, loss_cls: 7.6429, loss: 7.6429 2025-08-07 17:17:56,949 - pyskl - INFO - Epoch [67][4800/7492] lr: 2.935e-02, eta: 4 days, 3:31:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5575, loss_cls: 7.6313, loss: 7.6313 2025-08-07 17:18:54,448 - pyskl - INFO - Epoch [67][4900/7492] lr: 2.935e-02, eta: 4 days, 3:30:52, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5525, loss_cls: 7.7099, loss: 7.7099 2025-08-07 17:19:53,172 - pyskl - INFO - Epoch [67][5000/7492] lr: 2.934e-02, eta: 4 days, 3:29:56, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5572, loss_cls: 7.6491, loss: 7.6491 2025-08-07 17:20:52,109 - pyskl - INFO - Epoch [67][5100/7492] lr: 2.933e-02, eta: 4 days, 3:29:01, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.2906, top5_acc: 0.5356, loss_cls: 7.8238, loss: 7.8238 2025-08-07 17:21:51,068 - pyskl - INFO - Epoch [67][5200/7492] lr: 2.933e-02, eta: 4 days, 3:28:05, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5522, loss_cls: 7.7143, loss: 7.7143 2025-08-07 17:22:47,899 - pyskl - INFO - Epoch [67][5300/7492] lr: 2.932e-02, eta: 4 days, 3:27:07, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2878, top5_acc: 0.5391, loss_cls: 7.7409, loss: 7.7409 2025-08-07 17:23:44,912 - pyskl - INFO - Epoch [67][5400/7492] lr: 2.931e-02, eta: 4 days, 3:26:09, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5447, loss_cls: 7.8215, loss: 7.8215 2025-08-07 17:24:41,903 - pyskl - INFO - Epoch [67][5500/7492] lr: 2.931e-02, eta: 4 days, 3:25:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2797, top5_acc: 0.5491, loss_cls: 7.8907, loss: 7.8907 2025-08-07 17:25:39,509 - pyskl - INFO - Epoch [67][5600/7492] lr: 2.930e-02, eta: 4 days, 3:24:14, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5494, loss_cls: 7.7757, loss: 7.7757 2025-08-07 17:26:36,548 - pyskl - INFO - Epoch [67][5700/7492] lr: 2.929e-02, eta: 4 days, 3:23:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5466, loss_cls: 7.6557, loss: 7.6557 2025-08-07 17:27:33,287 - pyskl - INFO - Epoch [67][5800/7492] lr: 2.929e-02, eta: 4 days, 3:22:18, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5447, loss_cls: 7.7533, loss: 7.7533 2025-08-07 17:28:29,915 - pyskl - INFO - Epoch [67][5900/7492] lr: 2.928e-02, eta: 4 days, 3:21:20, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5569, loss_cls: 7.7282, loss: 7.7282 2025-08-07 17:29:27,142 - pyskl - INFO - Epoch [67][6000/7492] lr: 2.927e-02, eta: 4 days, 3:20:23, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5544, loss_cls: 7.7062, loss: 7.7062 2025-08-07 17:30:24,054 - pyskl - INFO - Epoch [67][6100/7492] lr: 2.927e-02, eta: 4 days, 3:19:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2891, top5_acc: 0.5506, loss_cls: 7.6926, loss: 7.6926 2025-08-07 17:31:21,184 - pyskl - INFO - Epoch [67][6200/7492] lr: 2.926e-02, eta: 4 days, 3:18:27, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5497, loss_cls: 7.7670, loss: 7.7670 2025-08-07 17:32:17,988 - pyskl - INFO - Epoch [67][6300/7492] lr: 2.925e-02, eta: 4 days, 3:17:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5553, loss_cls: 7.7060, loss: 7.7060 2025-08-07 17:33:14,746 - pyskl - INFO - Epoch [67][6400/7492] lr: 2.924e-02, eta: 4 days, 3:16:31, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5600, loss_cls: 7.6481, loss: 7.6481 2025-08-07 17:34:11,558 - pyskl - INFO - Epoch [67][6500/7492] lr: 2.924e-02, eta: 4 days, 3:15:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5472, loss_cls: 7.7980, loss: 7.7980 2025-08-07 17:35:09,508 - pyskl - INFO - Epoch [67][6600/7492] lr: 2.923e-02, eta: 4 days, 3:14:36, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5500, loss_cls: 7.7266, loss: 7.7266 2025-08-07 17:36:06,503 - pyskl - INFO - Epoch [67][6700/7492] lr: 2.922e-02, eta: 4 days, 3:13:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5622, loss_cls: 7.6910, loss: 7.6910 2025-08-07 17:37:03,692 - pyskl - INFO - Epoch [67][6800/7492] lr: 2.922e-02, eta: 4 days, 3:12:41, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 7.7912, loss: 7.7912 2025-08-07 17:38:02,018 - pyskl - INFO - Epoch [67][6900/7492] lr: 2.921e-02, eta: 4 days, 3:11:44, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5403, loss_cls: 7.8049, loss: 7.8049 2025-08-07 17:38:58,838 - pyskl - INFO - Epoch [67][7000/7492] lr: 2.920e-02, eta: 4 days, 3:10:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5516, loss_cls: 7.7313, loss: 7.7313 2025-08-07 17:39:55,903 - pyskl - INFO - Epoch [67][7100/7492] lr: 2.920e-02, eta: 4 days, 3:09:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5659, loss_cls: 7.6281, loss: 7.6281 2025-08-07 17:40:53,801 - pyskl - INFO - Epoch [67][7200/7492] lr: 2.919e-02, eta: 4 days, 3:08:52, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5609, loss_cls: 7.7287, loss: 7.7287 2025-08-07 17:41:52,406 - pyskl - INFO - Epoch [67][7300/7492] lr: 2.918e-02, eta: 4 days, 3:07:56, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5556, loss_cls: 7.7329, loss: 7.7329 2025-08-07 17:42:50,633 - pyskl - INFO - Epoch [67][7400/7492] lr: 2.918e-02, eta: 4 days, 3:07:00, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3081, top5_acc: 0.5659, loss_cls: 7.7160, loss: 7.7160 2025-08-07 17:43:45,587 - pyskl - INFO - Saving checkpoint at 67 epochs 2025-08-07 17:44:34,634 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 17:44:35,308 - pyskl - INFO - top1_acc 0.2662 top5_acc 0.5112 2025-08-07 17:44:35,308 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 17:44:35,355 - pyskl - INFO - mean_acc 0.2660 2025-08-07 17:44:35,420 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_65.pth was removed 2025-08-07 17:44:36,977 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_67.pth. 2025-08-07 17:44:36,978 - pyskl - INFO - Best top1_acc is 0.2662 at 67 epoch. 2025-08-07 17:44:37,000 - pyskl - INFO - Epoch(val) [67][617] top1_acc: 0.2662, top5_acc: 0.5112, mean_class_accuracy: 0.2660 2025-08-07 17:46:08,314 - pyskl - INFO - Epoch [68][100/7492] lr: 2.916e-02, eta: 4 days, 3:04:46, time: 0.913, data_time: 0.336, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5787, loss_cls: 7.5231, loss: 7.5231 2025-08-07 17:47:05,245 - pyskl - INFO - Epoch [68][200/7492] lr: 2.916e-02, eta: 4 days, 3:03:48, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5522, loss_cls: 7.6715, loss: 7.6715 2025-08-07 17:48:02,117 - pyskl - INFO - Epoch [68][300/7492] lr: 2.915e-02, eta: 4 days, 3:02:50, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3106, top5_acc: 0.5622, loss_cls: 7.6343, loss: 7.6343 2025-08-07 17:48:58,965 - pyskl - INFO - Epoch [68][400/7492] lr: 2.914e-02, eta: 4 days, 3:01:52, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5666, loss_cls: 7.5875, loss: 7.5875 2025-08-07 17:49:56,413 - pyskl - INFO - Epoch [68][500/7492] lr: 2.913e-02, eta: 4 days, 3:00:55, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5578, loss_cls: 7.7397, loss: 7.7397 2025-08-07 17:50:53,109 - pyskl - INFO - Epoch [68][600/7492] lr: 2.913e-02, eta: 4 days, 2:59:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5678, loss_cls: 7.5595, loss: 7.5595 2025-08-07 17:51:50,833 - pyskl - INFO - Epoch [68][700/7492] lr: 2.912e-02, eta: 4 days, 2:59:00, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2894, top5_acc: 0.5581, loss_cls: 7.7591, loss: 7.7591 2025-08-07 17:52:48,079 - pyskl - INFO - Epoch [68][800/7492] lr: 2.911e-02, eta: 4 days, 2:58:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2888, top5_acc: 0.5541, loss_cls: 7.7044, loss: 7.7044 2025-08-07 17:53:45,546 - pyskl - INFO - Epoch [68][900/7492] lr: 2.911e-02, eta: 4 days, 2:57:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5641, loss_cls: 7.7391, loss: 7.7391 2025-08-07 17:54:42,663 - pyskl - INFO - Epoch [68][1000/7492] lr: 2.910e-02, eta: 4 days, 2:56:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5713, loss_cls: 7.6425, loss: 7.6425 2025-08-07 17:55:39,350 - pyskl - INFO - Epoch [68][1100/7492] lr: 2.909e-02, eta: 4 days, 2:55:09, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5653, loss_cls: 7.5706, loss: 7.5706 2025-08-07 17:56:36,243 - pyskl - INFO - Epoch [68][1200/7492] lr: 2.909e-02, eta: 4 days, 2:54:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5553, loss_cls: 7.7664, loss: 7.7664 2025-08-07 17:57:33,227 - pyskl - INFO - Epoch [68][1300/7492] lr: 2.908e-02, eta: 4 days, 2:53:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5528, loss_cls: 7.7424, loss: 7.7424 2025-08-07 17:58:30,438 - pyskl - INFO - Epoch [68][1400/7492] lr: 2.907e-02, eta: 4 days, 2:52:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5634, loss_cls: 7.6607, loss: 7.6607 2025-08-07 17:59:28,285 - pyskl - INFO - Epoch [68][1500/7492] lr: 2.907e-02, eta: 4 days, 2:51:19, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5669, loss_cls: 7.6819, loss: 7.6819 2025-08-07 18:00:25,822 - pyskl - INFO - Epoch [68][1600/7492] lr: 2.906e-02, eta: 4 days, 2:50:22, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5469, loss_cls: 7.6796, loss: 7.6796 2025-08-07 18:01:22,887 - pyskl - INFO - Epoch [68][1700/7492] lr: 2.905e-02, eta: 4 days, 2:49:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5606, loss_cls: 7.7386, loss: 7.7386 2025-08-07 18:02:20,140 - pyskl - INFO - Epoch [68][1800/7492] lr: 2.905e-02, eta: 4 days, 2:48:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5491, loss_cls: 7.6800, loss: 7.6800 2025-08-07 18:03:17,614 - pyskl - INFO - Epoch [68][1900/7492] lr: 2.904e-02, eta: 4 days, 2:47:29, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5487, loss_cls: 7.7120, loss: 7.7120 2025-08-07 18:04:14,287 - pyskl - INFO - Epoch [68][2000/7492] lr: 2.903e-02, eta: 4 days, 2:46:31, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5641, loss_cls: 7.6772, loss: 7.6772 2025-08-07 18:05:11,497 - pyskl - INFO - Epoch [68][2100/7492] lr: 2.902e-02, eta: 4 days, 2:45:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5553, loss_cls: 7.6517, loss: 7.6517 2025-08-07 18:06:08,126 - pyskl - INFO - Epoch [68][2200/7492] lr: 2.902e-02, eta: 4 days, 2:44:35, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5384, loss_cls: 7.8140, loss: 7.8140 2025-08-07 18:07:04,728 - pyskl - INFO - Epoch [68][2300/7492] lr: 2.901e-02, eta: 4 days, 2:43:37, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5672, loss_cls: 7.6725, loss: 7.6725 2025-08-07 18:08:01,656 - pyskl - INFO - Epoch [68][2400/7492] lr: 2.900e-02, eta: 4 days, 2:42:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5584, loss_cls: 7.6702, loss: 7.6702 2025-08-07 18:08:58,760 - pyskl - INFO - Epoch [68][2500/7492] lr: 2.900e-02, eta: 4 days, 2:41:41, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5613, loss_cls: 7.6103, loss: 7.6103 2025-08-07 18:09:55,602 - pyskl - INFO - Epoch [68][2600/7492] lr: 2.899e-02, eta: 4 days, 2:40:43, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5484, loss_cls: 7.7238, loss: 7.7238 2025-08-07 18:10:53,305 - pyskl - INFO - Epoch [68][2700/7492] lr: 2.898e-02, eta: 4 days, 2:39:46, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5644, loss_cls: 7.6566, loss: 7.6566 2025-08-07 18:11:50,601 - pyskl - INFO - Epoch [68][2800/7492] lr: 2.898e-02, eta: 4 days, 2:38:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5625, loss_cls: 7.7630, loss: 7.7630 2025-08-07 18:12:48,025 - pyskl - INFO - Epoch [68][2900/7492] lr: 2.897e-02, eta: 4 days, 2:37:52, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5666, loss_cls: 7.6329, loss: 7.6329 2025-08-07 18:13:46,301 - pyskl - INFO - Epoch [68][3000/7492] lr: 2.896e-02, eta: 4 days, 2:36:55, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5581, loss_cls: 7.7113, loss: 7.7113 2025-08-07 18:14:42,983 - pyskl - INFO - Epoch [68][3100/7492] lr: 2.896e-02, eta: 4 days, 2:35:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2884, top5_acc: 0.5484, loss_cls: 7.8481, loss: 7.8481 2025-08-07 18:15:40,185 - pyskl - INFO - Epoch [68][3200/7492] lr: 2.895e-02, eta: 4 days, 2:35:00, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5594, loss_cls: 7.6567, loss: 7.6567 2025-08-07 18:16:37,747 - pyskl - INFO - Epoch [68][3300/7492] lr: 2.894e-02, eta: 4 days, 2:34:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5550, loss_cls: 7.7069, loss: 7.7069 2025-08-07 18:17:34,566 - pyskl - INFO - Epoch [68][3400/7492] lr: 2.893e-02, eta: 4 days, 2:33:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5341, loss_cls: 7.7930, loss: 7.7930 2025-08-07 18:18:31,652 - pyskl - INFO - Epoch [68][3500/7492] lr: 2.893e-02, eta: 4 days, 2:32:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5644, loss_cls: 7.6978, loss: 7.6978 2025-08-07 18:19:29,046 - pyskl - INFO - Epoch [68][3600/7492] lr: 2.892e-02, eta: 4 days, 2:31:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5591, loss_cls: 7.7651, loss: 7.7651 2025-08-07 18:20:27,263 - pyskl - INFO - Epoch [68][3700/7492] lr: 2.891e-02, eta: 4 days, 2:30:13, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3153, top5_acc: 0.5553, loss_cls: 7.6862, loss: 7.6862 2025-08-07 18:21:25,034 - pyskl - INFO - Epoch [68][3800/7492] lr: 2.891e-02, eta: 4 days, 2:29:16, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5534, loss_cls: 7.7950, loss: 7.7950 2025-08-07 18:22:22,196 - pyskl - INFO - Epoch [68][3900/7492] lr: 2.890e-02, eta: 4 days, 2:28:19, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2928, top5_acc: 0.5506, loss_cls: 7.8385, loss: 7.8385 2025-08-07 18:23:19,015 - pyskl - INFO - Epoch [68][4000/7492] lr: 2.889e-02, eta: 4 days, 2:27:21, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5409, loss_cls: 7.7600, loss: 7.7600 2025-08-07 18:24:15,633 - pyskl - INFO - Epoch [68][4100/7492] lr: 2.889e-02, eta: 4 days, 2:26:22, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2825, top5_acc: 0.5375, loss_cls: 7.8337, loss: 7.8337 2025-08-07 18:25:12,490 - pyskl - INFO - Epoch [68][4200/7492] lr: 2.888e-02, eta: 4 days, 2:25:24, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5528, loss_cls: 7.7094, loss: 7.7094 2025-08-07 18:26:09,363 - pyskl - INFO - Epoch [68][4300/7492] lr: 2.887e-02, eta: 4 days, 2:24:26, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5553, loss_cls: 7.7393, loss: 7.7393 2025-08-07 18:27:05,990 - pyskl - INFO - Epoch [68][4400/7492] lr: 2.887e-02, eta: 4 days, 2:23:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5600, loss_cls: 7.7024, loss: 7.7024 2025-08-07 18:28:03,320 - pyskl - INFO - Epoch [68][4500/7492] lr: 2.886e-02, eta: 4 days, 2:22:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5541, loss_cls: 7.6706, loss: 7.6706 2025-08-07 18:29:00,394 - pyskl - INFO - Epoch [68][4600/7492] lr: 2.885e-02, eta: 4 days, 2:21:33, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5609, loss_cls: 7.6050, loss: 7.6050 2025-08-07 18:29:57,702 - pyskl - INFO - Epoch [68][4700/7492] lr: 2.885e-02, eta: 4 days, 2:20:35, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5609, loss_cls: 7.7558, loss: 7.7558 2025-08-07 18:30:54,444 - pyskl - INFO - Epoch [68][4800/7492] lr: 2.884e-02, eta: 4 days, 2:19:37, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5591, loss_cls: 7.6328, loss: 7.6328 2025-08-07 18:31:50,863 - pyskl - INFO - Epoch [68][4900/7492] lr: 2.883e-02, eta: 4 days, 2:18:39, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 7.6589, loss: 7.6589 2025-08-07 18:32:48,425 - pyskl - INFO - Epoch [68][5000/7492] lr: 2.882e-02, eta: 4 days, 2:17:42, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5603, loss_cls: 7.6711, loss: 7.6711 2025-08-07 18:33:45,903 - pyskl - INFO - Epoch [68][5100/7492] lr: 2.882e-02, eta: 4 days, 2:16:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5613, loss_cls: 7.7094, loss: 7.7094 2025-08-07 18:34:42,892 - pyskl - INFO - Epoch [68][5200/7492] lr: 2.881e-02, eta: 4 days, 2:15:47, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5444, loss_cls: 7.7356, loss: 7.7356 2025-08-07 18:35:40,437 - pyskl - INFO - Epoch [68][5300/7492] lr: 2.880e-02, eta: 4 days, 2:14:49, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5641, loss_cls: 7.6748, loss: 7.6748 2025-08-07 18:36:37,302 - pyskl - INFO - Epoch [68][5400/7492] lr: 2.880e-02, eta: 4 days, 2:13:51, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5559, loss_cls: 7.7372, loss: 7.7372 2025-08-07 18:37:34,664 - pyskl - INFO - Epoch [68][5500/7492] lr: 2.879e-02, eta: 4 days, 2:12:54, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5494, loss_cls: 7.7629, loss: 7.7629 2025-08-07 18:38:31,337 - pyskl - INFO - Epoch [68][5600/7492] lr: 2.878e-02, eta: 4 days, 2:11:56, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5572, loss_cls: 7.7928, loss: 7.7928 2025-08-07 18:39:28,433 - pyskl - INFO - Epoch [68][5700/7492] lr: 2.878e-02, eta: 4 days, 2:10:58, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5541, loss_cls: 7.8010, loss: 7.8010 2025-08-07 18:40:25,252 - pyskl - INFO - Epoch [68][5800/7492] lr: 2.877e-02, eta: 4 days, 2:10:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5463, loss_cls: 7.7444, loss: 7.7444 2025-08-07 18:41:23,445 - pyskl - INFO - Epoch [68][5900/7492] lr: 2.876e-02, eta: 4 days, 2:09:04, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5475, loss_cls: 7.8045, loss: 7.8045 2025-08-07 18:42:20,661 - pyskl - INFO - Epoch [68][6000/7492] lr: 2.876e-02, eta: 4 days, 2:08:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2900, top5_acc: 0.5363, loss_cls: 7.8478, loss: 7.8478 2025-08-07 18:43:17,270 - pyskl - INFO - Epoch [68][6100/7492] lr: 2.875e-02, eta: 4 days, 2:07:08, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2938, top5_acc: 0.5506, loss_cls: 7.7895, loss: 7.7895 2025-08-07 18:44:14,013 - pyskl - INFO - Epoch [68][6200/7492] lr: 2.874e-02, eta: 4 days, 2:06:10, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3209, top5_acc: 0.5759, loss_cls: 7.5632, loss: 7.5632 2025-08-07 18:45:10,970 - pyskl - INFO - Epoch [68][6300/7492] lr: 2.873e-02, eta: 4 days, 2:05:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5625, loss_cls: 7.6451, loss: 7.6451 2025-08-07 18:46:07,997 - pyskl - INFO - Epoch [68][6400/7492] lr: 2.873e-02, eta: 4 days, 2:04:14, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5509, loss_cls: 7.6224, loss: 7.6224 2025-08-07 18:47:04,845 - pyskl - INFO - Epoch [68][6500/7492] lr: 2.872e-02, eta: 4 days, 2:03:16, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5609, loss_cls: 7.7236, loss: 7.7236 2025-08-07 18:48:01,631 - pyskl - INFO - Epoch [68][6600/7492] lr: 2.871e-02, eta: 4 days, 2:02:18, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5581, loss_cls: 7.6681, loss: 7.6681 2025-08-07 18:48:58,807 - pyskl - INFO - Epoch [68][6700/7492] lr: 2.871e-02, eta: 4 days, 2:01:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5491, loss_cls: 7.7979, loss: 7.7979 2025-08-07 18:49:56,620 - pyskl - INFO - Epoch [68][6800/7492] lr: 2.870e-02, eta: 4 days, 2:00:24, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5706, loss_cls: 7.6269, loss: 7.6269 2025-08-07 18:50:53,614 - pyskl - INFO - Epoch [68][6900/7492] lr: 2.869e-02, eta: 4 days, 1:59:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5566, loss_cls: 7.6818, loss: 7.6818 2025-08-07 18:51:50,452 - pyskl - INFO - Epoch [68][7000/7492] lr: 2.869e-02, eta: 4 days, 1:58:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5591, loss_cls: 7.6523, loss: 7.6523 2025-08-07 18:52:48,156 - pyskl - INFO - Epoch [68][7100/7492] lr: 2.868e-02, eta: 4 days, 1:57:31, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5563, loss_cls: 7.7114, loss: 7.7114 2025-08-07 18:53:45,149 - pyskl - INFO - Epoch [68][7200/7492] lr: 2.867e-02, eta: 4 days, 1:56:33, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5553, loss_cls: 7.6932, loss: 7.6932 2025-08-07 18:54:42,411 - pyskl - INFO - Epoch [68][7300/7492] lr: 2.867e-02, eta: 4 days, 1:55:36, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5559, loss_cls: 7.7848, loss: 7.7848 2025-08-07 18:55:39,583 - pyskl - INFO - Epoch [68][7400/7492] lr: 2.866e-02, eta: 4 days, 1:54:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5422, loss_cls: 7.7612, loss: 7.7612 2025-08-07 18:56:34,021 - pyskl - INFO - Saving checkpoint at 68 epochs 2025-08-07 18:57:23,665 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 18:57:24,343 - pyskl - INFO - top1_acc 0.2682 top5_acc 0.5127 2025-08-07 18:57:24,344 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 18:57:24,391 - pyskl - INFO - mean_acc 0.2682 2025-08-07 18:57:24,455 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_67.pth was removed 2025-08-07 18:57:26,028 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_68.pth. 2025-08-07 18:57:26,029 - pyskl - INFO - Best top1_acc is 0.2682 at 68 epoch. 2025-08-07 18:57:26,051 - pyskl - INFO - Epoch(val) [68][617] top1_acc: 0.2682, top5_acc: 0.5127, mean_class_accuracy: 0.2682 2025-08-07 18:58:57,127 - pyskl - INFO - Epoch [69][100/7492] lr: 2.865e-02, eta: 4 days, 1:52:25, time: 0.911, data_time: 0.328, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5537, loss_cls: 7.6824, loss: 7.6824 2025-08-07 18:59:54,117 - pyskl - INFO - Epoch [69][200/7492] lr: 2.864e-02, eta: 4 days, 1:51:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5556, loss_cls: 7.6514, loss: 7.6514 2025-08-07 19:00:50,758 - pyskl - INFO - Epoch [69][300/7492] lr: 2.863e-02, eta: 4 days, 1:50:29, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5647, loss_cls: 7.5737, loss: 7.5737 2025-08-07 19:01:47,518 - pyskl - INFO - Epoch [69][400/7492] lr: 2.862e-02, eta: 4 days, 1:49:31, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5587, loss_cls: 7.7468, loss: 7.7468 2025-08-07 19:02:44,280 - pyskl - INFO - Epoch [69][500/7492] lr: 2.862e-02, eta: 4 days, 1:48:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5559, loss_cls: 7.7169, loss: 7.7169 2025-08-07 19:03:40,997 - pyskl - INFO - Epoch [69][600/7492] lr: 2.861e-02, eta: 4 days, 1:47:34, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5513, loss_cls: 7.6727, loss: 7.6727 2025-08-07 19:04:37,869 - pyskl - INFO - Epoch [69][700/7492] lr: 2.860e-02, eta: 4 days, 1:46:37, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5603, loss_cls: 7.6861, loss: 7.6861 2025-08-07 19:05:34,922 - pyskl - INFO - Epoch [69][800/7492] lr: 2.860e-02, eta: 4 days, 1:45:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5428, loss_cls: 7.7992, loss: 7.7992 2025-08-07 19:06:33,123 - pyskl - INFO - Epoch [69][900/7492] lr: 2.859e-02, eta: 4 days, 1:44:42, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5616, loss_cls: 7.5958, loss: 7.5958 2025-08-07 19:07:30,481 - pyskl - INFO - Epoch [69][1000/7492] lr: 2.858e-02, eta: 4 days, 1:43:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5541, loss_cls: 7.6955, loss: 7.6955 2025-08-07 19:08:27,303 - pyskl - INFO - Epoch [69][1100/7492] lr: 2.858e-02, eta: 4 days, 1:42:47, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5578, loss_cls: 7.7166, loss: 7.7166 2025-08-07 19:09:24,268 - pyskl - INFO - Epoch [69][1200/7492] lr: 2.857e-02, eta: 4 days, 1:41:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5591, loss_cls: 7.6548, loss: 7.6548 2025-08-07 19:10:21,587 - pyskl - INFO - Epoch [69][1300/7492] lr: 2.856e-02, eta: 4 days, 1:40:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5531, loss_cls: 7.6640, loss: 7.6640 2025-08-07 19:11:18,596 - pyskl - INFO - Epoch [69][1400/7492] lr: 2.856e-02, eta: 4 days, 1:39:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5537, loss_cls: 7.6574, loss: 7.6574 2025-08-07 19:12:15,819 - pyskl - INFO - Epoch [69][1500/7492] lr: 2.855e-02, eta: 4 days, 1:38:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5534, loss_cls: 7.7227, loss: 7.7227 2025-08-07 19:13:13,185 - pyskl - INFO - Epoch [69][1600/7492] lr: 2.854e-02, eta: 4 days, 1:37:59, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5709, loss_cls: 7.6583, loss: 7.6583 2025-08-07 19:14:09,854 - pyskl - INFO - Epoch [69][1700/7492] lr: 2.853e-02, eta: 4 days, 1:37:01, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5681, loss_cls: 7.6588, loss: 7.6588 2025-08-07 19:15:07,981 - pyskl - INFO - Epoch [69][1800/7492] lr: 2.853e-02, eta: 4 days, 1:36:05, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.2953, top5_acc: 0.5644, loss_cls: 7.6973, loss: 7.6973 2025-08-07 19:16:05,760 - pyskl - INFO - Epoch [69][1900/7492] lr: 2.852e-02, eta: 4 days, 1:35:08, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 7.4811, loss: 7.4811 2025-08-07 19:17:04,067 - pyskl - INFO - Epoch [69][2000/7492] lr: 2.851e-02, eta: 4 days, 1:34:11, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5675, loss_cls: 7.6665, loss: 7.6665 2025-08-07 19:18:01,262 - pyskl - INFO - Epoch [69][2100/7492] lr: 2.851e-02, eta: 4 days, 1:33:14, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5669, loss_cls: 7.6494, loss: 7.6494 2025-08-07 19:18:58,248 - pyskl - INFO - Epoch [69][2200/7492] lr: 2.850e-02, eta: 4 days, 1:32:16, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5537, loss_cls: 7.7241, loss: 7.7241 2025-08-07 19:19:54,903 - pyskl - INFO - Epoch [69][2300/7492] lr: 2.849e-02, eta: 4 days, 1:31:18, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5513, loss_cls: 7.6582, loss: 7.6582 2025-08-07 19:20:51,630 - pyskl - INFO - Epoch [69][2400/7492] lr: 2.849e-02, eta: 4 days, 1:30:20, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5563, loss_cls: 7.7055, loss: 7.7055 2025-08-07 19:21:48,826 - pyskl - INFO - Epoch [69][2500/7492] lr: 2.848e-02, eta: 4 days, 1:29:22, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5584, loss_cls: 7.6985, loss: 7.6985 2025-08-07 19:22:45,975 - pyskl - INFO - Epoch [69][2600/7492] lr: 2.847e-02, eta: 4 days, 1:28:25, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5737, loss_cls: 7.6274, loss: 7.6274 2025-08-07 19:23:43,255 - pyskl - INFO - Epoch [69][2700/7492] lr: 2.847e-02, eta: 4 days, 1:27:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5631, loss_cls: 7.6657, loss: 7.6657 2025-08-07 19:24:40,150 - pyskl - INFO - Epoch [69][2800/7492] lr: 2.846e-02, eta: 4 days, 1:26:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5559, loss_cls: 7.6497, loss: 7.6497 2025-08-07 19:25:37,009 - pyskl - INFO - Epoch [69][2900/7492] lr: 2.845e-02, eta: 4 days, 1:25:31, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5553, loss_cls: 7.7731, loss: 7.7731 2025-08-07 19:26:34,985 - pyskl - INFO - Epoch [69][3000/7492] lr: 2.844e-02, eta: 4 days, 1:24:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5675, loss_cls: 7.6429, loss: 7.6429 2025-08-07 19:27:34,028 - pyskl - INFO - Epoch [69][3100/7492] lr: 2.844e-02, eta: 4 days, 1:23:39, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5597, loss_cls: 7.6693, loss: 7.6693 2025-08-07 19:28:31,792 - pyskl - INFO - Epoch [69][3200/7492] lr: 2.843e-02, eta: 4 days, 1:22:42, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5631, loss_cls: 7.5622, loss: 7.5622 2025-08-07 19:29:28,353 - pyskl - INFO - Epoch [69][3300/7492] lr: 2.842e-02, eta: 4 days, 1:21:44, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5575, loss_cls: 7.6166, loss: 7.6166 2025-08-07 19:30:25,357 - pyskl - INFO - Epoch [69][3400/7492] lr: 2.842e-02, eta: 4 days, 1:20:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5500, loss_cls: 7.7399, loss: 7.7399 2025-08-07 19:31:23,358 - pyskl - INFO - Epoch [69][3500/7492] lr: 2.841e-02, eta: 4 days, 1:19:50, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5566, loss_cls: 7.6619, loss: 7.6619 2025-08-07 19:32:20,134 - pyskl - INFO - Epoch [69][3600/7492] lr: 2.840e-02, eta: 4 days, 1:18:52, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5513, loss_cls: 7.6318, loss: 7.6318 2025-08-07 19:33:16,827 - pyskl - INFO - Epoch [69][3700/7492] lr: 2.840e-02, eta: 4 days, 1:17:53, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5516, loss_cls: 7.7075, loss: 7.7075 2025-08-07 19:34:13,477 - pyskl - INFO - Epoch [69][3800/7492] lr: 2.839e-02, eta: 4 days, 1:16:55, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5706, loss_cls: 7.5899, loss: 7.5899 2025-08-07 19:35:10,242 - pyskl - INFO - Epoch [69][3900/7492] lr: 2.838e-02, eta: 4 days, 1:15:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5691, loss_cls: 7.5190, loss: 7.5190 2025-08-07 19:36:07,388 - pyskl - INFO - Epoch [69][4000/7492] lr: 2.838e-02, eta: 4 days, 1:15:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5728, loss_cls: 7.6511, loss: 7.6511 2025-08-07 19:37:04,763 - pyskl - INFO - Epoch [69][4100/7492] lr: 2.837e-02, eta: 4 days, 1:14:02, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5703, loss_cls: 7.5810, loss: 7.5810 2025-08-07 19:38:01,575 - pyskl - INFO - Epoch [69][4200/7492] lr: 2.836e-02, eta: 4 days, 1:13:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5594, loss_cls: 7.6808, loss: 7.6808 2025-08-07 19:38:58,483 - pyskl - INFO - Epoch [69][4300/7492] lr: 2.835e-02, eta: 4 days, 1:12:06, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5400, loss_cls: 7.9018, loss: 7.9018 2025-08-07 19:39:55,187 - pyskl - INFO - Epoch [69][4400/7492] lr: 2.835e-02, eta: 4 days, 1:11:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5569, loss_cls: 7.7016, loss: 7.7016 2025-08-07 19:40:52,047 - pyskl - INFO - Epoch [69][4500/7492] lr: 2.834e-02, eta: 4 days, 1:10:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5637, loss_cls: 7.6394, loss: 7.6394 2025-08-07 19:41:49,055 - pyskl - INFO - Epoch [69][4600/7492] lr: 2.833e-02, eta: 4 days, 1:09:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3103, top5_acc: 0.5653, loss_cls: 7.6163, loss: 7.6163 2025-08-07 19:42:47,645 - pyskl - INFO - Epoch [69][4700/7492] lr: 2.833e-02, eta: 4 days, 1:08:16, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5653, loss_cls: 7.5456, loss: 7.5456 2025-08-07 19:43:45,514 - pyskl - INFO - Epoch [69][4800/7492] lr: 2.832e-02, eta: 4 days, 1:07:20, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5641, loss_cls: 7.6776, loss: 7.6776 2025-08-07 19:44:42,161 - pyskl - INFO - Epoch [69][4900/7492] lr: 2.831e-02, eta: 4 days, 1:06:21, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5419, loss_cls: 7.7507, loss: 7.7507 2025-08-07 19:45:38,844 - pyskl - INFO - Epoch [69][5000/7492] lr: 2.831e-02, eta: 4 days, 1:05:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2866, top5_acc: 0.5350, loss_cls: 7.8266, loss: 7.8266 2025-08-07 19:46:36,847 - pyskl - INFO - Epoch [69][5100/7492] lr: 2.830e-02, eta: 4 days, 1:04:27, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.2897, top5_acc: 0.5466, loss_cls: 7.7699, loss: 7.7699 2025-08-07 19:47:33,392 - pyskl - INFO - Epoch [69][5200/7492] lr: 2.829e-02, eta: 4 days, 1:03:28, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5409, loss_cls: 7.7581, loss: 7.7581 2025-08-07 19:48:30,860 - pyskl - INFO - Epoch [69][5300/7492] lr: 2.829e-02, eta: 4 days, 1:02:31, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5516, loss_cls: 7.7091, loss: 7.7091 2025-08-07 19:49:29,579 - pyskl - INFO - Epoch [69][5400/7492] lr: 2.828e-02, eta: 4 days, 1:01:35, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5434, loss_cls: 7.8018, loss: 7.8018 2025-08-07 19:50:26,568 - pyskl - INFO - Epoch [69][5500/7492] lr: 2.827e-02, eta: 4 days, 1:00:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5531, loss_cls: 7.7595, loss: 7.7595 2025-08-07 19:51:23,221 - pyskl - INFO - Epoch [69][5600/7492] lr: 2.826e-02, eta: 4 days, 0:59:39, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5628, loss_cls: 7.6526, loss: 7.6526 2025-08-07 19:52:20,102 - pyskl - INFO - Epoch [69][5700/7492] lr: 2.826e-02, eta: 4 days, 0:58:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5491, loss_cls: 7.7100, loss: 7.7100 2025-08-07 19:53:18,420 - pyskl - INFO - Epoch [69][5800/7492] lr: 2.825e-02, eta: 4 days, 0:57:45, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5597, loss_cls: 7.6557, loss: 7.6557 2025-08-07 19:54:15,657 - pyskl - INFO - Epoch [69][5900/7492] lr: 2.824e-02, eta: 4 days, 0:56:48, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5606, loss_cls: 7.6506, loss: 7.6506 2025-08-07 19:55:12,390 - pyskl - INFO - Epoch [69][6000/7492] lr: 2.824e-02, eta: 4 days, 0:55:50, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5506, loss_cls: 7.6622, loss: 7.6622 2025-08-07 19:56:09,984 - pyskl - INFO - Epoch [69][6100/7492] lr: 2.823e-02, eta: 4 days, 0:54:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5547, loss_cls: 7.8121, loss: 7.8121 2025-08-07 19:57:07,257 - pyskl - INFO - Epoch [69][6200/7492] lr: 2.822e-02, eta: 4 days, 0:53:55, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5550, loss_cls: 7.7621, loss: 7.7621 2025-08-07 19:58:05,485 - pyskl - INFO - Epoch [69][6300/7492] lr: 2.822e-02, eta: 4 days, 0:52:59, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5484, loss_cls: 7.7306, loss: 7.7306 2025-08-07 19:59:02,513 - pyskl - INFO - Epoch [69][6400/7492] lr: 2.821e-02, eta: 4 days, 0:52:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 7.7254, loss: 7.7254 2025-08-07 19:59:59,552 - pyskl - INFO - Epoch [69][6500/7492] lr: 2.820e-02, eta: 4 days, 0:51:03, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5566, loss_cls: 7.6455, loss: 7.6455 2025-08-07 20:00:56,752 - pyskl - INFO - Epoch [69][6600/7492] lr: 2.820e-02, eta: 4 days, 0:50:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5597, loss_cls: 7.7394, loss: 7.7394 2025-08-07 20:01:53,741 - pyskl - INFO - Epoch [69][6700/7492] lr: 2.819e-02, eta: 4 days, 0:49:08, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5478, loss_cls: 7.7439, loss: 7.7439 2025-08-07 20:02:50,062 - pyskl - INFO - Epoch [69][6800/7492] lr: 2.818e-02, eta: 4 days, 0:48:09, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5519, loss_cls: 7.7514, loss: 7.7514 2025-08-07 20:03:47,446 - pyskl - INFO - Epoch [69][6900/7492] lr: 2.817e-02, eta: 4 days, 0:47:12, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2956, top5_acc: 0.5425, loss_cls: 7.7427, loss: 7.7427 2025-08-07 20:04:44,307 - pyskl - INFO - Epoch [69][7000/7492] lr: 2.817e-02, eta: 4 days, 0:46:14, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5572, loss_cls: 7.6988, loss: 7.6988 2025-08-07 20:05:41,796 - pyskl - INFO - Epoch [69][7100/7492] lr: 2.816e-02, eta: 4 days, 0:45:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5703, loss_cls: 7.6400, loss: 7.6400 2025-08-07 20:06:38,615 - pyskl - INFO - Epoch [69][7200/7492] lr: 2.815e-02, eta: 4 days, 0:44:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2978, top5_acc: 0.5516, loss_cls: 7.7802, loss: 7.7802 2025-08-07 20:07:35,906 - pyskl - INFO - Epoch [69][7300/7492] lr: 2.815e-02, eta: 4 days, 0:43:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5622, loss_cls: 7.7017, loss: 7.7017 2025-08-07 20:08:33,217 - pyskl - INFO - Epoch [69][7400/7492] lr: 2.814e-02, eta: 4 days, 0:42:24, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5584, loss_cls: 7.7637, loss: 7.7637 2025-08-07 20:09:27,609 - pyskl - INFO - Saving checkpoint at 69 epochs 2025-08-07 20:10:18,237 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 20:10:18,892 - pyskl - INFO - top1_acc 0.2677 top5_acc 0.5125 2025-08-07 20:10:18,892 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 20:10:18,935 - pyskl - INFO - mean_acc 0.2674 2025-08-07 20:10:18,947 - pyskl - INFO - Epoch(val) [69][617] top1_acc: 0.2677, top5_acc: 0.5125, mean_class_accuracy: 0.2674 2025-08-07 20:11:49,721 - pyskl - INFO - Epoch [70][100/7492] lr: 2.813e-02, eta: 4 days, 0:40:11, time: 0.908, data_time: 0.327, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 7.5828, loss: 7.5828 2025-08-07 20:12:46,314 - pyskl - INFO - Epoch [70][200/7492] lr: 2.812e-02, eta: 4 days, 0:39:13, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2925, top5_acc: 0.5631, loss_cls: 7.6903, loss: 7.6903 2025-08-07 20:13:44,085 - pyskl - INFO - Epoch [70][300/7492] lr: 2.811e-02, eta: 4 days, 0:38:16, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5713, loss_cls: 7.6535, loss: 7.6535 2025-08-07 20:14:41,170 - pyskl - INFO - Epoch [70][400/7492] lr: 2.811e-02, eta: 4 days, 0:37:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5631, loss_cls: 7.6732, loss: 7.6732 2025-08-07 20:15:38,002 - pyskl - INFO - Epoch [70][500/7492] lr: 2.810e-02, eta: 4 days, 0:36:20, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5650, loss_cls: 7.6788, loss: 7.6788 2025-08-07 20:16:35,229 - pyskl - INFO - Epoch [70][600/7492] lr: 2.809e-02, eta: 4 days, 0:35:23, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5547, loss_cls: 7.6873, loss: 7.6873 2025-08-07 20:17:32,616 - pyskl - INFO - Epoch [70][700/7492] lr: 2.808e-02, eta: 4 days, 0:34:26, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5659, loss_cls: 7.7262, loss: 7.7262 2025-08-07 20:18:29,546 - pyskl - INFO - Epoch [70][800/7492] lr: 2.808e-02, eta: 4 days, 0:33:28, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5553, loss_cls: 7.6939, loss: 7.6939 2025-08-07 20:19:26,679 - pyskl - INFO - Epoch [70][900/7492] lr: 2.807e-02, eta: 4 days, 0:32:30, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5637, loss_cls: 7.6562, loss: 7.6562 2025-08-07 20:20:24,095 - pyskl - INFO - Epoch [70][1000/7492] lr: 2.806e-02, eta: 4 days, 0:31:33, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5544, loss_cls: 7.5804, loss: 7.5804 2025-08-07 20:21:21,000 - pyskl - INFO - Epoch [70][1100/7492] lr: 2.806e-02, eta: 4 days, 0:30:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5647, loss_cls: 7.5926, loss: 7.5926 2025-08-07 20:22:17,918 - pyskl - INFO - Epoch [70][1200/7492] lr: 2.805e-02, eta: 4 days, 0:29:37, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5609, loss_cls: 7.7174, loss: 7.7174 2025-08-07 20:23:14,520 - pyskl - INFO - Epoch [70][1300/7492] lr: 2.804e-02, eta: 4 days, 0:28:39, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5613, loss_cls: 7.7008, loss: 7.7008 2025-08-07 20:24:11,704 - pyskl - INFO - Epoch [70][1400/7492] lr: 2.804e-02, eta: 4 days, 0:27:41, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5709, loss_cls: 7.5916, loss: 7.5916 2025-08-07 20:25:09,310 - pyskl - INFO - Epoch [70][1500/7492] lr: 2.803e-02, eta: 4 days, 0:26:44, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5550, loss_cls: 7.6658, loss: 7.6658 2025-08-07 20:26:06,527 - pyskl - INFO - Epoch [70][1600/7492] lr: 2.802e-02, eta: 4 days, 0:25:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 7.6757, loss: 7.6757 2025-08-07 20:27:03,037 - pyskl - INFO - Epoch [70][1700/7492] lr: 2.802e-02, eta: 4 days, 0:24:48, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5703, loss_cls: 7.6299, loss: 7.6299 2025-08-07 20:28:00,801 - pyskl - INFO - Epoch [70][1800/7492] lr: 2.801e-02, eta: 4 days, 0:23:51, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3184, top5_acc: 0.5644, loss_cls: 7.6404, loss: 7.6404 2025-08-07 20:28:57,566 - pyskl - INFO - Epoch [70][1900/7492] lr: 2.800e-02, eta: 4 days, 0:22:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5597, loss_cls: 7.6718, loss: 7.6718 2025-08-07 20:29:54,285 - pyskl - INFO - Epoch [70][2000/7492] lr: 2.799e-02, eta: 4 days, 0:21:55, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5719, loss_cls: 7.5733, loss: 7.5733 2025-08-07 20:30:51,085 - pyskl - INFO - Epoch [70][2100/7492] lr: 2.799e-02, eta: 4 days, 0:20:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5475, loss_cls: 7.7445, loss: 7.7445 2025-08-07 20:31:48,169 - pyskl - INFO - Epoch [70][2200/7492] lr: 2.798e-02, eta: 4 days, 0:20:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 7.7640, loss: 7.7640 2025-08-07 20:32:44,955 - pyskl - INFO - Epoch [70][2300/7492] lr: 2.797e-02, eta: 4 days, 0:19:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3147, top5_acc: 0.5606, loss_cls: 7.6626, loss: 7.6626 2025-08-07 20:33:42,019 - pyskl - INFO - Epoch [70][2400/7492] lr: 2.797e-02, eta: 4 days, 0:18:04, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5478, loss_cls: 7.8161, loss: 7.8161 2025-08-07 20:34:39,231 - pyskl - INFO - Epoch [70][2500/7492] lr: 2.796e-02, eta: 4 days, 0:17:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5600, loss_cls: 7.7658, loss: 7.7658 2025-08-07 20:35:35,659 - pyskl - INFO - Epoch [70][2600/7492] lr: 2.795e-02, eta: 4 days, 0:16:08, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5522, loss_cls: 7.7122, loss: 7.7122 2025-08-07 20:36:33,591 - pyskl - INFO - Epoch [70][2700/7492] lr: 2.795e-02, eta: 4 days, 0:15:11, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5581, loss_cls: 7.7080, loss: 7.7080 2025-08-07 20:37:30,844 - pyskl - INFO - Epoch [70][2800/7492] lr: 2.794e-02, eta: 4 days, 0:14:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5603, loss_cls: 7.6449, loss: 7.6449 2025-08-07 20:38:27,702 - pyskl - INFO - Epoch [70][2900/7492] lr: 2.793e-02, eta: 4 days, 0:13:16, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5584, loss_cls: 7.7790, loss: 7.7790 2025-08-07 20:39:24,779 - pyskl - INFO - Epoch [70][3000/7492] lr: 2.793e-02, eta: 4 days, 0:12:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5666, loss_cls: 7.6500, loss: 7.6500 2025-08-07 20:40:21,570 - pyskl - INFO - Epoch [70][3100/7492] lr: 2.792e-02, eta: 4 days, 0:11:20, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5478, loss_cls: 7.7637, loss: 7.7637 2025-08-07 20:41:18,475 - pyskl - INFO - Epoch [70][3200/7492] lr: 2.791e-02, eta: 4 days, 0:10:22, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5409, loss_cls: 7.8212, loss: 7.8212 2025-08-07 20:42:15,514 - pyskl - INFO - Epoch [70][3300/7492] lr: 2.790e-02, eta: 4 days, 0:09:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5419, loss_cls: 7.6733, loss: 7.6733 2025-08-07 20:43:12,177 - pyskl - INFO - Epoch [70][3400/7492] lr: 2.790e-02, eta: 4 days, 0:08:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5656, loss_cls: 7.6411, loss: 7.6411 2025-08-07 20:44:09,155 - pyskl - INFO - Epoch [70][3500/7492] lr: 2.789e-02, eta: 4 days, 0:07:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5697, loss_cls: 7.6024, loss: 7.6024 2025-08-07 20:45:06,684 - pyskl - INFO - Epoch [70][3600/7492] lr: 2.788e-02, eta: 4 days, 0:06:31, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5503, loss_cls: 7.6893, loss: 7.6893 2025-08-07 20:46:03,863 - pyskl - INFO - Epoch [70][3700/7492] lr: 2.788e-02, eta: 4 days, 0:05:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5422, loss_cls: 7.7489, loss: 7.7489 2025-08-07 20:47:00,594 - pyskl - INFO - Epoch [70][3800/7492] lr: 2.787e-02, eta: 4 days, 0:04:36, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5644, loss_cls: 7.6419, loss: 7.6419 2025-08-07 20:47:58,024 - pyskl - INFO - Epoch [70][3900/7492] lr: 2.786e-02, eta: 4 days, 0:03:39, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5691, loss_cls: 7.6050, loss: 7.6050 2025-08-07 20:48:54,390 - pyskl - INFO - Epoch [70][4000/7492] lr: 2.786e-02, eta: 4 days, 0:02:40, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.2819, top5_acc: 0.5453, loss_cls: 7.7819, loss: 7.7819 2025-08-07 20:49:52,042 - pyskl - INFO - Epoch [70][4100/7492] lr: 2.785e-02, eta: 4 days, 0:01:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5597, loss_cls: 7.7330, loss: 7.7330 2025-08-07 20:50:49,509 - pyskl - INFO - Epoch [70][4200/7492] lr: 2.784e-02, eta: 4 days, 0:00:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5597, loss_cls: 7.7545, loss: 7.7545 2025-08-07 20:51:46,404 - pyskl - INFO - Epoch [70][4300/7492] lr: 2.784e-02, eta: 3 days, 23:59:48, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5631, loss_cls: 7.4951, loss: 7.4951 2025-08-07 20:52:43,315 - pyskl - INFO - Epoch [70][4400/7492] lr: 2.783e-02, eta: 3 days, 23:58:50, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5606, loss_cls: 7.6486, loss: 7.6486 2025-08-07 20:53:40,627 - pyskl - INFO - Epoch [70][4500/7492] lr: 2.782e-02, eta: 3 days, 23:57:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5587, loss_cls: 7.6287, loss: 7.6287 2025-08-07 20:54:37,717 - pyskl - INFO - Epoch [70][4600/7492] lr: 2.781e-02, eta: 3 days, 23:56:55, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5513, loss_cls: 7.7078, loss: 7.7078 2025-08-07 20:55:34,900 - pyskl - INFO - Epoch [70][4700/7492] lr: 2.781e-02, eta: 3 days, 23:55:57, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2909, top5_acc: 0.5491, loss_cls: 7.7450, loss: 7.7450 2025-08-07 20:56:32,773 - pyskl - INFO - Epoch [70][4800/7492] lr: 2.780e-02, eta: 3 days, 23:55:01, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5541, loss_cls: 7.6611, loss: 7.6611 2025-08-07 20:57:30,196 - pyskl - INFO - Epoch [70][4900/7492] lr: 2.779e-02, eta: 3 days, 23:54:03, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5647, loss_cls: 7.5930, loss: 7.5930 2025-08-07 20:58:27,353 - pyskl - INFO - Epoch [70][5000/7492] lr: 2.779e-02, eta: 3 days, 23:53:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5619, loss_cls: 7.5935, loss: 7.5935 2025-08-07 20:59:24,921 - pyskl - INFO - Epoch [70][5100/7492] lr: 2.778e-02, eta: 3 days, 23:52:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5709, loss_cls: 7.6301, loss: 7.6301 2025-08-07 21:00:21,478 - pyskl - INFO - Epoch [70][5200/7492] lr: 2.777e-02, eta: 3 days, 23:51:10, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5550, loss_cls: 7.6535, loss: 7.6535 2025-08-07 21:01:18,657 - pyskl - INFO - Epoch [70][5300/7492] lr: 2.777e-02, eta: 3 days, 23:50:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3097, top5_acc: 0.5537, loss_cls: 7.6253, loss: 7.6253 2025-08-07 21:02:15,802 - pyskl - INFO - Epoch [70][5400/7492] lr: 2.776e-02, eta: 3 days, 23:49:15, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3066, top5_acc: 0.5503, loss_cls: 7.6678, loss: 7.6678 2025-08-07 21:03:12,754 - pyskl - INFO - Epoch [70][5500/7492] lr: 2.775e-02, eta: 3 days, 23:48:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5594, loss_cls: 7.6705, loss: 7.6705 2025-08-07 21:04:09,712 - pyskl - INFO - Epoch [70][5600/7492] lr: 2.774e-02, eta: 3 days, 23:47:20, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5763, loss_cls: 7.5171, loss: 7.5171 2025-08-07 21:05:06,638 - pyskl - INFO - Epoch [70][5700/7492] lr: 2.774e-02, eta: 3 days, 23:46:22, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5709, loss_cls: 7.6347, loss: 7.6347 2025-08-07 21:06:04,137 - pyskl - INFO - Epoch [70][5800/7492] lr: 2.773e-02, eta: 3 days, 23:45:25, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5516, loss_cls: 7.7595, loss: 7.7595 2025-08-07 21:07:01,251 - pyskl - INFO - Epoch [70][5900/7492] lr: 2.772e-02, eta: 3 days, 23:44:27, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5572, loss_cls: 7.7065, loss: 7.7065 2025-08-07 21:07:57,704 - pyskl - INFO - Epoch [70][6000/7492] lr: 2.772e-02, eta: 3 days, 23:43:29, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5575, loss_cls: 7.7205, loss: 7.7205 2025-08-07 21:08:54,821 - pyskl - INFO - Epoch [70][6100/7492] lr: 2.771e-02, eta: 3 days, 23:42:31, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2872, top5_acc: 0.5503, loss_cls: 7.7253, loss: 7.7253 2025-08-07 21:09:51,693 - pyskl - INFO - Epoch [70][6200/7492] lr: 2.770e-02, eta: 3 days, 23:41:33, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5663, loss_cls: 7.6912, loss: 7.6912 2025-08-07 21:10:49,133 - pyskl - INFO - Epoch [70][6300/7492] lr: 2.770e-02, eta: 3 days, 23:40:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.2959, top5_acc: 0.5587, loss_cls: 7.7173, loss: 7.7173 2025-08-07 21:11:46,117 - pyskl - INFO - Epoch [70][6400/7492] lr: 2.769e-02, eta: 3 days, 23:39:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5569, loss_cls: 7.6606, loss: 7.6606 2025-08-07 21:12:43,060 - pyskl - INFO - Epoch [70][6500/7492] lr: 2.768e-02, eta: 3 days, 23:38:40, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5531, loss_cls: 7.7693, loss: 7.7693 2025-08-07 21:13:39,912 - pyskl - INFO - Epoch [70][6600/7492] lr: 2.768e-02, eta: 3 days, 23:37:42, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3194, top5_acc: 0.5672, loss_cls: 7.6454, loss: 7.6454 2025-08-07 21:14:36,794 - pyskl - INFO - Epoch [70][6700/7492] lr: 2.767e-02, eta: 3 days, 23:36:44, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5500, loss_cls: 7.7490, loss: 7.7490 2025-08-07 21:15:33,350 - pyskl - INFO - Epoch [70][6800/7492] lr: 2.766e-02, eta: 3 days, 23:35:46, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5644, loss_cls: 7.6878, loss: 7.6878 2025-08-07 21:16:29,842 - pyskl - INFO - Epoch [70][6900/7492] lr: 2.765e-02, eta: 3 days, 23:34:48, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5622, loss_cls: 7.6569, loss: 7.6569 2025-08-07 21:17:26,749 - pyskl - INFO - Epoch [70][7000/7492] lr: 2.765e-02, eta: 3 days, 23:33:50, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5550, loss_cls: 7.6907, loss: 7.6907 2025-08-07 21:18:23,388 - pyskl - INFO - Epoch [70][7100/7492] lr: 2.764e-02, eta: 3 days, 23:32:52, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 7.6160, loss: 7.6160 2025-08-07 21:19:20,973 - pyskl - INFO - Epoch [70][7200/7492] lr: 2.763e-02, eta: 3 days, 23:31:55, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5581, loss_cls: 7.6367, loss: 7.6367 2025-08-07 21:20:19,400 - pyskl - INFO - Epoch [70][7300/7492] lr: 2.763e-02, eta: 3 days, 23:30:59, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3200, top5_acc: 0.5691, loss_cls: 7.5369, loss: 7.5369 2025-08-07 21:21:16,660 - pyskl - INFO - Epoch [70][7400/7492] lr: 2.762e-02, eta: 3 days, 23:30:01, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2944, top5_acc: 0.5653, loss_cls: 7.7342, loss: 7.7342 2025-08-07 21:22:10,630 - pyskl - INFO - Saving checkpoint at 70 epochs 2025-08-07 21:22:59,406 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 21:23:00,086 - pyskl - INFO - top1_acc 0.2647 top5_acc 0.5191 2025-08-07 21:23:00,086 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 21:23:00,133 - pyskl - INFO - mean_acc 0.2646 2025-08-07 21:23:00,146 - pyskl - INFO - Epoch(val) [70][617] top1_acc: 0.2647, top5_acc: 0.5191, mean_class_accuracy: 0.2646 2025-08-07 21:24:30,666 - pyskl - INFO - Epoch [71][100/7492] lr: 2.761e-02, eta: 3 days, 23:27:49, time: 0.905, data_time: 0.330, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5766, loss_cls: 7.5725, loss: 7.5725 2025-08-07 21:25:27,623 - pyskl - INFO - Epoch [71][200/7492] lr: 2.760e-02, eta: 3 days, 23:26:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3153, top5_acc: 0.5819, loss_cls: 7.5275, loss: 7.5275 2025-08-07 21:26:24,443 - pyskl - INFO - Epoch [71][300/7492] lr: 2.759e-02, eta: 3 days, 23:25:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5509, loss_cls: 7.6338, loss: 7.6338 2025-08-07 21:27:21,167 - pyskl - INFO - Epoch [71][400/7492] lr: 2.759e-02, eta: 3 days, 23:24:55, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5741, loss_cls: 7.5273, loss: 7.5273 2025-08-07 21:28:18,266 - pyskl - INFO - Epoch [71][500/7492] lr: 2.758e-02, eta: 3 days, 23:23:57, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5681, loss_cls: 7.6749, loss: 7.6749 2025-08-07 21:29:15,582 - pyskl - INFO - Epoch [71][600/7492] lr: 2.757e-02, eta: 3 days, 23:23:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5669, loss_cls: 7.5397, loss: 7.5397 2025-08-07 21:30:12,228 - pyskl - INFO - Epoch [71][700/7492] lr: 2.756e-02, eta: 3 days, 23:22:02, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5697, loss_cls: 7.6644, loss: 7.6644 2025-08-07 21:31:09,391 - pyskl - INFO - Epoch [71][800/7492] lr: 2.756e-02, eta: 3 days, 23:21:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5606, loss_cls: 7.5945, loss: 7.5945 2025-08-07 21:32:06,231 - pyskl - INFO - Epoch [71][900/7492] lr: 2.755e-02, eta: 3 days, 23:20:06, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5759, loss_cls: 7.6295, loss: 7.6295 2025-08-07 21:33:03,921 - pyskl - INFO - Epoch [71][1000/7492] lr: 2.754e-02, eta: 3 days, 23:19:09, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5675, loss_cls: 7.6745, loss: 7.6745 2025-08-07 21:34:02,055 - pyskl - INFO - Epoch [71][1100/7492] lr: 2.754e-02, eta: 3 days, 23:18:13, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5541, loss_cls: 7.7358, loss: 7.7358 2025-08-07 21:34:59,036 - pyskl - INFO - Epoch [71][1200/7492] lr: 2.753e-02, eta: 3 days, 23:17:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5628, loss_cls: 7.6452, loss: 7.6452 2025-08-07 21:35:56,271 - pyskl - INFO - Epoch [71][1300/7492] lr: 2.752e-02, eta: 3 days, 23:16:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5675, loss_cls: 7.6022, loss: 7.6022 2025-08-07 21:36:53,414 - pyskl - INFO - Epoch [71][1400/7492] lr: 2.752e-02, eta: 3 days, 23:15:20, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5634, loss_cls: 7.5822, loss: 7.5822 2025-08-07 21:37:51,277 - pyskl - INFO - Epoch [71][1500/7492] lr: 2.751e-02, eta: 3 days, 23:14:23, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5663, loss_cls: 7.6363, loss: 7.6363 2025-08-07 21:38:47,903 - pyskl - INFO - Epoch [71][1600/7492] lr: 2.750e-02, eta: 3 days, 23:13:25, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5822, loss_cls: 7.5147, loss: 7.5147 2025-08-07 21:39:44,493 - pyskl - INFO - Epoch [71][1700/7492] lr: 2.750e-02, eta: 3 days, 23:12:27, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5841, loss_cls: 7.5921, loss: 7.5921 2025-08-07 21:40:41,120 - pyskl - INFO - Epoch [71][1800/7492] lr: 2.749e-02, eta: 3 days, 23:11:29, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5700, loss_cls: 7.6048, loss: 7.6048 2025-08-07 21:41:38,106 - pyskl - INFO - Epoch [71][1900/7492] lr: 2.748e-02, eta: 3 days, 23:10:31, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5566, loss_cls: 7.5997, loss: 7.5997 2025-08-07 21:42:35,539 - pyskl - INFO - Epoch [71][2000/7492] lr: 2.747e-02, eta: 3 days, 23:09:34, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3097, top5_acc: 0.5703, loss_cls: 7.6174, loss: 7.6174 2025-08-07 21:43:32,287 - pyskl - INFO - Epoch [71][2100/7492] lr: 2.747e-02, eta: 3 days, 23:08:35, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5584, loss_cls: 7.6041, loss: 7.6041 2025-08-07 21:44:29,172 - pyskl - INFO - Epoch [71][2200/7492] lr: 2.746e-02, eta: 3 days, 23:07:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5481, loss_cls: 7.6796, loss: 7.6796 2025-08-07 21:45:26,907 - pyskl - INFO - Epoch [71][2300/7492] lr: 2.745e-02, eta: 3 days, 23:06:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3106, top5_acc: 0.5641, loss_cls: 7.5321, loss: 7.5321 2025-08-07 21:46:25,243 - pyskl - INFO - Epoch [71][2400/7492] lr: 2.745e-02, eta: 3 days, 23:05:44, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5578, loss_cls: 7.7387, loss: 7.7387 2025-08-07 21:47:22,150 - pyskl - INFO - Epoch [71][2500/7492] lr: 2.744e-02, eta: 3 days, 23:04:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2994, top5_acc: 0.5569, loss_cls: 7.6665, loss: 7.6665 2025-08-07 21:48:19,921 - pyskl - INFO - Epoch [71][2600/7492] lr: 2.743e-02, eta: 3 days, 23:03:50, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5663, loss_cls: 7.6116, loss: 7.6116 2025-08-07 21:49:16,781 - pyskl - INFO - Epoch [71][2700/7492] lr: 2.743e-02, eta: 3 days, 23:02:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5600, loss_cls: 7.6111, loss: 7.6111 2025-08-07 21:50:13,972 - pyskl - INFO - Epoch [71][2800/7492] lr: 2.742e-02, eta: 3 days, 23:01:54, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5603, loss_cls: 7.6331, loss: 7.6331 2025-08-07 21:51:10,707 - pyskl - INFO - Epoch [71][2900/7492] lr: 2.741e-02, eta: 3 days, 23:00:56, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5669, loss_cls: 7.5932, loss: 7.5932 2025-08-07 21:52:07,365 - pyskl - INFO - Epoch [71][3000/7492] lr: 2.740e-02, eta: 3 days, 22:59:58, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5653, loss_cls: 7.6044, loss: 7.6044 2025-08-07 21:53:04,353 - pyskl - INFO - Epoch [71][3100/7492] lr: 2.740e-02, eta: 3 days, 22:59:00, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5497, loss_cls: 7.7121, loss: 7.7121 2025-08-07 21:54:01,993 - pyskl - INFO - Epoch [71][3200/7492] lr: 2.739e-02, eta: 3 days, 22:58:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5653, loss_cls: 7.6949, loss: 7.6949 2025-08-07 21:54:58,795 - pyskl - INFO - Epoch [71][3300/7492] lr: 2.738e-02, eta: 3 days, 22:57:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5587, loss_cls: 7.6586, loss: 7.6586 2025-08-07 21:55:56,390 - pyskl - INFO - Epoch [71][3400/7492] lr: 2.738e-02, eta: 3 days, 22:56:08, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5569, loss_cls: 7.6267, loss: 7.6267 2025-08-07 21:56:54,288 - pyskl - INFO - Epoch [71][3500/7492] lr: 2.737e-02, eta: 3 days, 22:55:12, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5575, loss_cls: 7.6475, loss: 7.6475 2025-08-07 21:57:51,542 - pyskl - INFO - Epoch [71][3600/7492] lr: 2.736e-02, eta: 3 days, 22:54:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5581, loss_cls: 7.7809, loss: 7.7809 2025-08-07 21:58:48,743 - pyskl - INFO - Epoch [71][3700/7492] lr: 2.736e-02, eta: 3 days, 22:53:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2934, top5_acc: 0.5447, loss_cls: 7.7077, loss: 7.7077 2025-08-07 21:59:45,566 - pyskl - INFO - Epoch [71][3800/7492] lr: 2.735e-02, eta: 3 days, 22:52:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5506, loss_cls: 7.6495, loss: 7.6495 2025-08-07 22:00:43,189 - pyskl - INFO - Epoch [71][3900/7492] lr: 2.734e-02, eta: 3 days, 22:51:22, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5619, loss_cls: 7.6469, loss: 7.6469 2025-08-07 22:01:40,640 - pyskl - INFO - Epoch [71][4000/7492] lr: 2.734e-02, eta: 3 days, 22:50:24, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5653, loss_cls: 7.6196, loss: 7.6196 2025-08-07 22:02:37,951 - pyskl - INFO - Epoch [71][4100/7492] lr: 2.733e-02, eta: 3 days, 22:49:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5672, loss_cls: 7.5959, loss: 7.5959 2025-08-07 22:03:34,773 - pyskl - INFO - Epoch [71][4200/7492] lr: 2.732e-02, eta: 3 days, 22:48:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5603, loss_cls: 7.6321, loss: 7.6321 2025-08-07 22:04:32,063 - pyskl - INFO - Epoch [71][4300/7492] lr: 2.731e-02, eta: 3 days, 22:47:32, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5503, loss_cls: 7.6434, loss: 7.6434 2025-08-07 22:05:29,299 - pyskl - INFO - Epoch [71][4400/7492] lr: 2.731e-02, eta: 3 days, 22:46:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5469, loss_cls: 7.7299, loss: 7.7299 2025-08-07 22:06:26,885 - pyskl - INFO - Epoch [71][4500/7492] lr: 2.730e-02, eta: 3 days, 22:45:37, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5637, loss_cls: 7.5337, loss: 7.5337 2025-08-07 22:07:23,859 - pyskl - INFO - Epoch [71][4600/7492] lr: 2.729e-02, eta: 3 days, 22:44:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5413, loss_cls: 7.7836, loss: 7.7836 2025-08-07 22:08:20,438 - pyskl - INFO - Epoch [71][4700/7492] lr: 2.729e-02, eta: 3 days, 22:43:41, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5528, loss_cls: 7.6068, loss: 7.6068 2025-08-07 22:09:16,859 - pyskl - INFO - Epoch [71][4800/7492] lr: 2.728e-02, eta: 3 days, 22:42:43, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5537, loss_cls: 7.7536, loss: 7.7536 2025-08-07 22:10:13,719 - pyskl - INFO - Epoch [71][4900/7492] lr: 2.727e-02, eta: 3 days, 22:41:45, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5731, loss_cls: 7.5284, loss: 7.5284 2025-08-07 22:11:10,896 - pyskl - INFO - Epoch [71][5000/7492] lr: 2.727e-02, eta: 3 days, 22:40:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5575, loss_cls: 7.6812, loss: 7.6812 2025-08-07 22:12:08,004 - pyskl - INFO - Epoch [71][5100/7492] lr: 2.726e-02, eta: 3 days, 22:39:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5541, loss_cls: 7.7108, loss: 7.7108 2025-08-07 22:13:04,441 - pyskl - INFO - Epoch [71][5200/7492] lr: 2.725e-02, eta: 3 days, 22:38:51, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5509, loss_cls: 7.7936, loss: 7.7936 2025-08-07 22:14:01,179 - pyskl - INFO - Epoch [71][5300/7492] lr: 2.724e-02, eta: 3 days, 22:37:53, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5553, loss_cls: 7.7504, loss: 7.7504 2025-08-07 22:14:58,078 - pyskl - INFO - Epoch [71][5400/7492] lr: 2.724e-02, eta: 3 days, 22:36:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5669, loss_cls: 7.6203, loss: 7.6203 2025-08-07 22:15:55,159 - pyskl - INFO - Epoch [71][5500/7492] lr: 2.723e-02, eta: 3 days, 22:35:58, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.5794, loss_cls: 7.5039, loss: 7.5039 2025-08-07 22:16:52,264 - pyskl - INFO - Epoch [71][5600/7492] lr: 2.722e-02, eta: 3 days, 22:35:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5563, loss_cls: 7.6275, loss: 7.6275 2025-08-07 22:17:49,623 - pyskl - INFO - Epoch [71][5700/7492] lr: 2.722e-02, eta: 3 days, 22:34:03, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5606, loss_cls: 7.8012, loss: 7.8012 2025-08-07 22:18:46,396 - pyskl - INFO - Epoch [71][5800/7492] lr: 2.721e-02, eta: 3 days, 22:33:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5606, loss_cls: 7.6606, loss: 7.6606 2025-08-07 22:19:43,509 - pyskl - INFO - Epoch [71][5900/7492] lr: 2.720e-02, eta: 3 days, 22:32:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5603, loss_cls: 7.6804, loss: 7.6804 2025-08-07 22:20:40,081 - pyskl - INFO - Epoch [71][6000/7492] lr: 2.720e-02, eta: 3 days, 22:31:09, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.2919, top5_acc: 0.5434, loss_cls: 7.8268, loss: 7.8268 2025-08-07 22:21:37,033 - pyskl - INFO - Epoch [71][6100/7492] lr: 2.719e-02, eta: 3 days, 22:30:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5441, loss_cls: 7.7208, loss: 7.7208 2025-08-07 22:22:34,666 - pyskl - INFO - Epoch [71][6200/7492] lr: 2.718e-02, eta: 3 days, 22:29:14, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 7.6409, loss: 7.6409 2025-08-07 22:23:31,856 - pyskl - INFO - Epoch [71][6300/7492] lr: 2.718e-02, eta: 3 days, 22:28:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5534, loss_cls: 7.6851, loss: 7.6851 2025-08-07 22:24:29,433 - pyskl - INFO - Epoch [71][6400/7492] lr: 2.717e-02, eta: 3 days, 22:27:20, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5563, loss_cls: 7.6909, loss: 7.6909 2025-08-07 22:25:26,252 - pyskl - INFO - Epoch [71][6500/7492] lr: 2.716e-02, eta: 3 days, 22:26:22, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5563, loss_cls: 7.6354, loss: 7.6354 2025-08-07 22:26:23,006 - pyskl - INFO - Epoch [71][6600/7492] lr: 2.715e-02, eta: 3 days, 22:25:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5628, loss_cls: 7.6825, loss: 7.6825 2025-08-07 22:27:19,825 - pyskl - INFO - Epoch [71][6700/7492] lr: 2.715e-02, eta: 3 days, 22:24:26, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5697, loss_cls: 7.6589, loss: 7.6589 2025-08-07 22:28:17,037 - pyskl - INFO - Epoch [71][6800/7492] lr: 2.714e-02, eta: 3 days, 22:23:28, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5516, loss_cls: 7.6777, loss: 7.6777 2025-08-07 22:29:14,915 - pyskl - INFO - Epoch [71][6900/7492] lr: 2.713e-02, eta: 3 days, 22:22:32, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5581, loss_cls: 7.7098, loss: 7.7098 2025-08-07 22:30:12,414 - pyskl - INFO - Epoch [71][7000/7492] lr: 2.713e-02, eta: 3 days, 22:21:34, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5616, loss_cls: 7.6348, loss: 7.6348 2025-08-07 22:31:09,953 - pyskl - INFO - Epoch [71][7100/7492] lr: 2.712e-02, eta: 3 days, 22:20:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5609, loss_cls: 7.6928, loss: 7.6928 2025-08-07 22:32:06,829 - pyskl - INFO - Epoch [71][7200/7492] lr: 2.711e-02, eta: 3 days, 22:19:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5484, loss_cls: 7.6625, loss: 7.6625 2025-08-07 22:33:04,510 - pyskl - INFO - Epoch [71][7300/7492] lr: 2.711e-02, eta: 3 days, 22:18:42, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5597, loss_cls: 7.6992, loss: 7.6992 2025-08-07 22:34:01,613 - pyskl - INFO - Epoch [71][7400/7492] lr: 2.710e-02, eta: 3 days, 22:17:45, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5672, loss_cls: 7.5525, loss: 7.5525 2025-08-07 22:34:55,208 - pyskl - INFO - Saving checkpoint at 71 epochs 2025-08-07 22:35:44,510 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 22:35:45,168 - pyskl - INFO - top1_acc 0.2641 top5_acc 0.5058 2025-08-07 22:35:45,168 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 22:35:45,222 - pyskl - INFO - mean_acc 0.2637 2025-08-07 22:35:45,235 - pyskl - INFO - Epoch(val) [71][617] top1_acc: 0.2641, top5_acc: 0.5058, mean_class_accuracy: 0.2637 2025-08-07 22:37:17,298 - pyskl - INFO - Epoch [72][100/7492] lr: 2.709e-02, eta: 3 days, 22:15:35, time: 0.921, data_time: 0.338, memory: 11068, top1_acc: 0.3147, top5_acc: 0.5572, loss_cls: 7.6109, loss: 7.6109 2025-08-07 22:38:14,596 - pyskl - INFO - Epoch [72][200/7492] lr: 2.708e-02, eta: 3 days, 22:14:37, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5609, loss_cls: 7.6218, loss: 7.6218 2025-08-07 22:39:11,843 - pyskl - INFO - Epoch [72][300/7492] lr: 2.707e-02, eta: 3 days, 22:13:40, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5737, loss_cls: 7.4965, loss: 7.4965 2025-08-07 22:40:08,837 - pyskl - INFO - Epoch [72][400/7492] lr: 2.706e-02, eta: 3 days, 22:12:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5756, loss_cls: 7.5248, loss: 7.5248 2025-08-07 22:41:05,816 - pyskl - INFO - Epoch [72][500/7492] lr: 2.706e-02, eta: 3 days, 22:11:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5637, loss_cls: 7.6015, loss: 7.6015 2025-08-07 22:42:03,193 - pyskl - INFO - Epoch [72][600/7492] lr: 2.705e-02, eta: 3 days, 22:10:47, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5666, loss_cls: 7.5300, loss: 7.5300 2025-08-07 22:43:00,320 - pyskl - INFO - Epoch [72][700/7492] lr: 2.704e-02, eta: 3 days, 22:09:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5522, loss_cls: 7.7073, loss: 7.7073 2025-08-07 22:43:57,076 - pyskl - INFO - Epoch [72][800/7492] lr: 2.704e-02, eta: 3 days, 22:08:51, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5637, loss_cls: 7.6763, loss: 7.6763 2025-08-07 22:44:54,050 - pyskl - INFO - Epoch [72][900/7492] lr: 2.703e-02, eta: 3 days, 22:07:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5553, loss_cls: 7.6623, loss: 7.6623 2025-08-07 22:45:50,508 - pyskl - INFO - Epoch [72][1000/7492] lr: 2.702e-02, eta: 3 days, 22:06:55, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5813, loss_cls: 7.5551, loss: 7.5551 2025-08-07 22:46:47,204 - pyskl - INFO - Epoch [72][1100/7492] lr: 2.702e-02, eta: 3 days, 22:05:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5637, loss_cls: 7.6281, loss: 7.6281 2025-08-07 22:47:44,714 - pyskl - INFO - Epoch [72][1200/7492] lr: 2.701e-02, eta: 3 days, 22:05:00, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3106, top5_acc: 0.5578, loss_cls: 7.6927, loss: 7.6927 2025-08-07 22:48:42,028 - pyskl - INFO - Epoch [72][1300/7492] lr: 2.700e-02, eta: 3 days, 22:04:03, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5719, loss_cls: 7.7138, loss: 7.7138 2025-08-07 22:49:39,478 - pyskl - INFO - Epoch [72][1400/7492] lr: 2.699e-02, eta: 3 days, 22:03:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5650, loss_cls: 7.5399, loss: 7.5399 2025-08-07 22:50:36,300 - pyskl - INFO - Epoch [72][1500/7492] lr: 2.699e-02, eta: 3 days, 22:02:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5625, loss_cls: 7.5801, loss: 7.5801 2025-08-07 22:51:33,289 - pyskl - INFO - Epoch [72][1600/7492] lr: 2.698e-02, eta: 3 days, 22:01:10, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5719, loss_cls: 7.5071, loss: 7.5071 2025-08-07 22:52:30,993 - pyskl - INFO - Epoch [72][1700/7492] lr: 2.697e-02, eta: 3 days, 22:00:13, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5609, loss_cls: 7.7389, loss: 7.7389 2025-08-07 22:53:28,085 - pyskl - INFO - Epoch [72][1800/7492] lr: 2.697e-02, eta: 3 days, 21:59:15, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5634, loss_cls: 7.6417, loss: 7.6417 2025-08-07 22:54:25,833 - pyskl - INFO - Epoch [72][1900/7492] lr: 2.696e-02, eta: 3 days, 21:58:18, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5616, loss_cls: 7.7210, loss: 7.7210 2025-08-07 22:55:23,066 - pyskl - INFO - Epoch [72][2000/7492] lr: 2.695e-02, eta: 3 days, 21:57:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5600, loss_cls: 7.6483, loss: 7.6483 2025-08-07 22:56:20,201 - pyskl - INFO - Epoch [72][2100/7492] lr: 2.695e-02, eta: 3 days, 21:56:23, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5603, loss_cls: 7.6053, loss: 7.6053 2025-08-07 22:57:16,615 - pyskl - INFO - Epoch [72][2200/7492] lr: 2.694e-02, eta: 3 days, 21:55:25, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5587, loss_cls: 7.6119, loss: 7.6119 2025-08-07 22:58:13,487 - pyskl - INFO - Epoch [72][2300/7492] lr: 2.693e-02, eta: 3 days, 21:54:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3097, top5_acc: 0.5528, loss_cls: 7.5994, loss: 7.5994 2025-08-07 22:59:10,764 - pyskl - INFO - Epoch [72][2400/7492] lr: 2.692e-02, eta: 3 days, 21:53:30, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5669, loss_cls: 7.6117, loss: 7.6117 2025-08-07 23:00:09,420 - pyskl - INFO - Epoch [72][2500/7492] lr: 2.692e-02, eta: 3 days, 21:52:34, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5603, loss_cls: 7.6531, loss: 7.6531 2025-08-07 23:01:08,258 - pyskl - INFO - Epoch [72][2600/7492] lr: 2.691e-02, eta: 3 days, 21:51:38, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5547, loss_cls: 7.6971, loss: 7.6971 2025-08-07 23:02:06,322 - pyskl - INFO - Epoch [72][2700/7492] lr: 2.690e-02, eta: 3 days, 21:50:42, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5669, loss_cls: 7.5814, loss: 7.5814 2025-08-07 23:03:03,324 - pyskl - INFO - Epoch [72][2800/7492] lr: 2.690e-02, eta: 3 days, 21:49:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5681, loss_cls: 7.5828, loss: 7.5828 2025-08-07 23:03:59,850 - pyskl - INFO - Epoch [72][2900/7492] lr: 2.689e-02, eta: 3 days, 21:48:46, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5591, loss_cls: 7.6526, loss: 7.6526 2025-08-07 23:04:56,379 - pyskl - INFO - Epoch [72][3000/7492] lr: 2.688e-02, eta: 3 days, 21:47:47, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5625, loss_cls: 7.6791, loss: 7.6791 2025-08-07 23:05:53,067 - pyskl - INFO - Epoch [72][3100/7492] lr: 2.688e-02, eta: 3 days, 21:46:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2991, top5_acc: 0.5653, loss_cls: 7.7219, loss: 7.7219 2025-08-07 23:06:49,810 - pyskl - INFO - Epoch [72][3200/7492] lr: 2.687e-02, eta: 3 days, 21:45:51, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5703, loss_cls: 7.7006, loss: 7.7006 2025-08-07 23:07:46,513 - pyskl - INFO - Epoch [72][3300/7492] lr: 2.686e-02, eta: 3 days, 21:44:53, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2984, top5_acc: 0.5563, loss_cls: 7.7127, loss: 7.7127 2025-08-07 23:08:44,272 - pyskl - INFO - Epoch [72][3400/7492] lr: 2.686e-02, eta: 3 days, 21:43:56, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3153, top5_acc: 0.5613, loss_cls: 7.5773, loss: 7.5773 2025-08-07 23:09:41,410 - pyskl - INFO - Epoch [72][3500/7492] lr: 2.685e-02, eta: 3 days, 21:42:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.2997, top5_acc: 0.5541, loss_cls: 7.6587, loss: 7.6587 2025-08-07 23:10:39,168 - pyskl - INFO - Epoch [72][3600/7492] lr: 2.684e-02, eta: 3 days, 21:42:02, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5631, loss_cls: 7.6457, loss: 7.6457 2025-08-07 23:11:35,950 - pyskl - INFO - Epoch [72][3700/7492] lr: 2.683e-02, eta: 3 days, 21:41:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5584, loss_cls: 7.7128, loss: 7.7128 2025-08-07 23:12:33,120 - pyskl - INFO - Epoch [72][3800/7492] lr: 2.683e-02, eta: 3 days, 21:40:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3153, top5_acc: 0.5663, loss_cls: 7.5467, loss: 7.5467 2025-08-07 23:13:30,026 - pyskl - INFO - Epoch [72][3900/7492] lr: 2.682e-02, eta: 3 days, 21:39:09, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5647, loss_cls: 7.6384, loss: 7.6384 2025-08-07 23:14:27,586 - pyskl - INFO - Epoch [72][4000/7492] lr: 2.681e-02, eta: 3 days, 21:38:11, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3106, top5_acc: 0.5797, loss_cls: 7.6125, loss: 7.6125 2025-08-07 23:15:24,971 - pyskl - INFO - Epoch [72][4100/7492] lr: 2.681e-02, eta: 3 days, 21:37:14, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5672, loss_cls: 7.6493, loss: 7.6493 2025-08-07 23:16:22,960 - pyskl - INFO - Epoch [72][4200/7492] lr: 2.680e-02, eta: 3 days, 21:36:18, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3066, top5_acc: 0.5747, loss_cls: 7.5825, loss: 7.5825 2025-08-07 23:17:20,086 - pyskl - INFO - Epoch [72][4300/7492] lr: 2.679e-02, eta: 3 days, 21:35:20, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5656, loss_cls: 7.6317, loss: 7.6317 2025-08-07 23:18:17,834 - pyskl - INFO - Epoch [72][4400/7492] lr: 2.679e-02, eta: 3 days, 21:34:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5628, loss_cls: 7.6150, loss: 7.6150 2025-08-07 23:19:14,694 - pyskl - INFO - Epoch [72][4500/7492] lr: 2.678e-02, eta: 3 days, 21:33:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5728, loss_cls: 7.5826, loss: 7.5826 2025-08-07 23:20:11,670 - pyskl - INFO - Epoch [72][4600/7492] lr: 2.677e-02, eta: 3 days, 21:32:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5781, loss_cls: 7.6268, loss: 7.6268 2025-08-07 23:21:09,929 - pyskl - INFO - Epoch [72][4700/7492] lr: 2.676e-02, eta: 3 days, 21:31:31, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5753, loss_cls: 7.6339, loss: 7.6339 2025-08-07 23:22:06,984 - pyskl - INFO - Epoch [72][4800/7492] lr: 2.676e-02, eta: 3 days, 21:30:33, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5566, loss_cls: 7.6924, loss: 7.6924 2025-08-07 23:23:04,098 - pyskl - INFO - Epoch [72][4900/7492] lr: 2.675e-02, eta: 3 days, 21:29:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5581, loss_cls: 7.7352, loss: 7.7352 2025-08-07 23:24:01,720 - pyskl - INFO - Epoch [72][5000/7492] lr: 2.674e-02, eta: 3 days, 21:28:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5569, loss_cls: 7.5161, loss: 7.5161 2025-08-07 23:24:59,348 - pyskl - INFO - Epoch [72][5100/7492] lr: 2.674e-02, eta: 3 days, 21:27:42, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5550, loss_cls: 7.6562, loss: 7.6562 2025-08-07 23:25:57,994 - pyskl - INFO - Epoch [72][5200/7492] lr: 2.673e-02, eta: 3 days, 21:26:46, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5569, loss_cls: 7.7225, loss: 7.7225 2025-08-07 23:26:55,744 - pyskl - INFO - Epoch [72][5300/7492] lr: 2.672e-02, eta: 3 days, 21:25:49, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5619, loss_cls: 7.6640, loss: 7.6640 2025-08-07 23:27:53,297 - pyskl - INFO - Epoch [72][5400/7492] lr: 2.672e-02, eta: 3 days, 21:24:52, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5609, loss_cls: 7.5956, loss: 7.5956 2025-08-07 23:28:52,018 - pyskl - INFO - Epoch [72][5500/7492] lr: 2.671e-02, eta: 3 days, 21:23:56, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5659, loss_cls: 7.6941, loss: 7.6941 2025-08-07 23:29:49,134 - pyskl - INFO - Epoch [72][5600/7492] lr: 2.670e-02, eta: 3 days, 21:22:58, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5541, loss_cls: 7.5884, loss: 7.5884 2025-08-07 23:30:46,203 - pyskl - INFO - Epoch [72][5700/7492] lr: 2.669e-02, eta: 3 days, 21:22:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5531, loss_cls: 7.6247, loss: 7.6247 2025-08-07 23:31:43,663 - pyskl - INFO - Epoch [72][5800/7492] lr: 2.669e-02, eta: 3 days, 21:21:04, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5637, loss_cls: 7.6392, loss: 7.6392 2025-08-07 23:32:41,247 - pyskl - INFO - Epoch [72][5900/7492] lr: 2.668e-02, eta: 3 days, 21:20:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5566, loss_cls: 7.6761, loss: 7.6761 2025-08-07 23:33:38,591 - pyskl - INFO - Epoch [72][6000/7492] lr: 2.667e-02, eta: 3 days, 21:19:09, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5691, loss_cls: 7.6109, loss: 7.6109 2025-08-07 23:34:36,343 - pyskl - INFO - Epoch [72][6100/7492] lr: 2.667e-02, eta: 3 days, 21:18:12, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 7.5931, loss: 7.5931 2025-08-07 23:35:33,315 - pyskl - INFO - Epoch [72][6200/7492] lr: 2.666e-02, eta: 3 days, 21:17:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3147, top5_acc: 0.5659, loss_cls: 7.5590, loss: 7.5590 2025-08-07 23:36:30,839 - pyskl - INFO - Epoch [72][6300/7492] lr: 2.665e-02, eta: 3 days, 21:16:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5728, loss_cls: 7.6151, loss: 7.6151 2025-08-07 23:37:27,811 - pyskl - INFO - Epoch [72][6400/7492] lr: 2.665e-02, eta: 3 days, 21:15:20, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5584, loss_cls: 7.6140, loss: 7.6140 2025-08-07 23:38:25,120 - pyskl - INFO - Epoch [72][6500/7492] lr: 2.664e-02, eta: 3 days, 21:14:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5647, loss_cls: 7.6204, loss: 7.6204 2025-08-07 23:39:21,799 - pyskl - INFO - Epoch [72][6600/7492] lr: 2.663e-02, eta: 3 days, 21:13:24, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3025, top5_acc: 0.5472, loss_cls: 7.6856, loss: 7.6856 2025-08-07 23:40:18,501 - pyskl - INFO - Epoch [72][6700/7492] lr: 2.663e-02, eta: 3 days, 21:12:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5622, loss_cls: 7.6892, loss: 7.6892 2025-08-07 23:41:16,198 - pyskl - INFO - Epoch [72][6800/7492] lr: 2.662e-02, eta: 3 days, 21:11:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5606, loss_cls: 7.6342, loss: 7.6342 2025-08-07 23:42:13,080 - pyskl - INFO - Epoch [72][6900/7492] lr: 2.661e-02, eta: 3 days, 21:10:31, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5794, loss_cls: 7.6338, loss: 7.6338 2025-08-07 23:43:09,961 - pyskl - INFO - Epoch [72][7000/7492] lr: 2.660e-02, eta: 3 days, 21:09:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5669, loss_cls: 7.5625, loss: 7.5625 2025-08-07 23:44:06,987 - pyskl - INFO - Epoch [72][7100/7492] lr: 2.660e-02, eta: 3 days, 21:08:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5609, loss_cls: 7.6980, loss: 7.6980 2025-08-07 23:45:03,942 - pyskl - INFO - Epoch [72][7200/7492] lr: 2.659e-02, eta: 3 days, 21:07:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5491, loss_cls: 7.6851, loss: 7.6851 2025-08-07 23:46:00,803 - pyskl - INFO - Epoch [72][7300/7492] lr: 2.658e-02, eta: 3 days, 21:06:40, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5534, loss_cls: 7.6544, loss: 7.6544 2025-08-07 23:46:57,993 - pyskl - INFO - Epoch [72][7400/7492] lr: 2.658e-02, eta: 3 days, 21:05:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5578, loss_cls: 7.5936, loss: 7.5936 2025-08-07 23:47:51,822 - pyskl - INFO - Saving checkpoint at 72 epochs 2025-08-07 23:48:40,561 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-07 23:48:41,218 - pyskl - INFO - top1_acc 0.2686 top5_acc 0.5198 2025-08-07 23:48:41,218 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-07 23:48:41,268 - pyskl - INFO - mean_acc 0.2683 2025-08-07 23:48:41,339 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_68.pth was removed 2025-08-07 23:48:42,882 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_72.pth. 2025-08-07 23:48:42,884 - pyskl - INFO - Best top1_acc is 0.2686 at 72 epoch. 2025-08-07 23:48:42,897 - pyskl - INFO - Epoch(val) [72][617] top1_acc: 0.2686, top5_acc: 0.5198, mean_class_accuracy: 0.2683 2025-08-07 23:50:15,300 - pyskl - INFO - Epoch [73][100/7492] lr: 2.656e-02, eta: 3 days, 21:03:33, time: 0.924, data_time: 0.331, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5709, loss_cls: 7.6349, loss: 7.6349 2025-08-07 23:51:12,716 - pyskl - INFO - Epoch [73][200/7492] lr: 2.656e-02, eta: 3 days, 21:02:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5716, loss_cls: 7.5587, loss: 7.5587 2025-08-07 23:52:10,245 - pyskl - INFO - Epoch [73][300/7492] lr: 2.655e-02, eta: 3 days, 21:01:39, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5587, loss_cls: 7.6118, loss: 7.6118 2025-08-07 23:53:09,192 - pyskl - INFO - Epoch [73][400/7492] lr: 2.654e-02, eta: 3 days, 21:00:43, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5737, loss_cls: 7.5695, loss: 7.5695 2025-08-07 23:54:07,710 - pyskl - INFO - Epoch [73][500/7492] lr: 2.653e-02, eta: 3 days, 20:59:47, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3066, top5_acc: 0.5575, loss_cls: 7.6547, loss: 7.6547 2025-08-07 23:55:04,740 - pyskl - INFO - Epoch [73][600/7492] lr: 2.653e-02, eta: 3 days, 20:58:50, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5700, loss_cls: 7.5695, loss: 7.5695 2025-08-07 23:56:01,686 - pyskl - INFO - Epoch [73][700/7492] lr: 2.652e-02, eta: 3 days, 20:57:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5806, loss_cls: 7.6047, loss: 7.6047 2025-08-07 23:56:58,433 - pyskl - INFO - Epoch [73][800/7492] lr: 2.651e-02, eta: 3 days, 20:56:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5694, loss_cls: 7.5547, loss: 7.5547 2025-08-07 23:57:55,559 - pyskl - INFO - Epoch [73][900/7492] lr: 2.651e-02, eta: 3 days, 20:55:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5600, loss_cls: 7.6129, loss: 7.6129 2025-08-07 23:58:52,455 - pyskl - INFO - Epoch [73][1000/7492] lr: 2.650e-02, eta: 3 days, 20:54:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.2963, top5_acc: 0.5572, loss_cls: 7.6556, loss: 7.6556 2025-08-07 23:59:49,551 - pyskl - INFO - Epoch [73][1100/7492] lr: 2.649e-02, eta: 3 days, 20:54:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5775, loss_cls: 7.6060, loss: 7.6060 2025-08-08 00:00:46,305 - pyskl - INFO - Epoch [73][1200/7492] lr: 2.649e-02, eta: 3 days, 20:53:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5525, loss_cls: 7.6139, loss: 7.6139 2025-08-08 00:01:43,088 - pyskl - INFO - Epoch [73][1300/7492] lr: 2.648e-02, eta: 3 days, 20:52:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5631, loss_cls: 7.6564, loss: 7.6564 2025-08-08 00:02:40,339 - pyskl - INFO - Epoch [73][1400/7492] lr: 2.647e-02, eta: 3 days, 20:51:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5587, loss_cls: 7.5637, loss: 7.5637 2025-08-08 00:03:37,573 - pyskl - INFO - Epoch [73][1500/7492] lr: 2.647e-02, eta: 3 days, 20:50:10, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5691, loss_cls: 7.6353, loss: 7.6353 2025-08-08 00:04:35,015 - pyskl - INFO - Epoch [73][1600/7492] lr: 2.646e-02, eta: 3 days, 20:49:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5825, loss_cls: 7.5338, loss: 7.5338 2025-08-08 00:05:32,053 - pyskl - INFO - Epoch [73][1700/7492] lr: 2.645e-02, eta: 3 days, 20:48:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5691, loss_cls: 7.5512, loss: 7.5512 2025-08-08 00:06:28,841 - pyskl - INFO - Epoch [73][1800/7492] lr: 2.644e-02, eta: 3 days, 20:47:17, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5563, loss_cls: 7.6372, loss: 7.6372 2025-08-08 00:07:25,506 - pyskl - INFO - Epoch [73][1900/7492] lr: 2.644e-02, eta: 3 days, 20:46:19, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5744, loss_cls: 7.6489, loss: 7.6489 2025-08-08 00:08:22,554 - pyskl - INFO - Epoch [73][2000/7492] lr: 2.643e-02, eta: 3 days, 20:45:22, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5706, loss_cls: 7.6621, loss: 7.6621 2025-08-08 00:09:19,291 - pyskl - INFO - Epoch [73][2100/7492] lr: 2.642e-02, eta: 3 days, 20:44:24, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5784, loss_cls: 7.4708, loss: 7.4708 2025-08-08 00:10:16,948 - pyskl - INFO - Epoch [73][2200/7492] lr: 2.642e-02, eta: 3 days, 20:43:27, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3103, top5_acc: 0.5587, loss_cls: 7.5941, loss: 7.5941 2025-08-08 00:11:13,920 - pyskl - INFO - Epoch [73][2300/7492] lr: 2.641e-02, eta: 3 days, 20:42:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2903, top5_acc: 0.5513, loss_cls: 7.7035, loss: 7.7035 2025-08-08 00:12:10,379 - pyskl - INFO - Epoch [73][2400/7492] lr: 2.640e-02, eta: 3 days, 20:41:31, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5631, loss_cls: 7.6642, loss: 7.6642 2025-08-08 00:13:07,651 - pyskl - INFO - Epoch [73][2500/7492] lr: 2.640e-02, eta: 3 days, 20:40:33, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5681, loss_cls: 7.6483, loss: 7.6483 2025-08-08 00:14:04,487 - pyskl - INFO - Epoch [73][2600/7492] lr: 2.639e-02, eta: 3 days, 20:39:35, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5803, loss_cls: 7.5294, loss: 7.5294 2025-08-08 00:15:01,522 - pyskl - INFO - Epoch [73][2700/7492] lr: 2.638e-02, eta: 3 days, 20:38:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5813, loss_cls: 7.5378, loss: 7.5378 2025-08-08 00:15:59,890 - pyskl - INFO - Epoch [73][2800/7492] lr: 2.637e-02, eta: 3 days, 20:37:41, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5653, loss_cls: 7.6400, loss: 7.6400 2025-08-08 00:16:56,708 - pyskl - INFO - Epoch [73][2900/7492] lr: 2.637e-02, eta: 3 days, 20:36:44, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5613, loss_cls: 7.5501, loss: 7.5501 2025-08-08 00:17:53,633 - pyskl - INFO - Epoch [73][3000/7492] lr: 2.636e-02, eta: 3 days, 20:35:46, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5644, loss_cls: 7.5621, loss: 7.5621 2025-08-08 00:18:50,910 - pyskl - INFO - Epoch [73][3100/7492] lr: 2.635e-02, eta: 3 days, 20:34:48, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5437, loss_cls: 7.7061, loss: 7.7061 2025-08-08 00:19:47,705 - pyskl - INFO - Epoch [73][3200/7492] lr: 2.635e-02, eta: 3 days, 20:33:50, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5816, loss_cls: 7.4556, loss: 7.4556 2025-08-08 00:20:47,270 - pyskl - INFO - Epoch [73][3300/7492] lr: 2.634e-02, eta: 3 days, 20:32:56, time: 0.596, data_time: 0.000, memory: 11068, top1_acc: 0.3106, top5_acc: 0.5706, loss_cls: 7.6145, loss: 7.6145 2025-08-08 00:21:45,542 - pyskl - INFO - Epoch [73][3400/7492] lr: 2.633e-02, eta: 3 days, 20:31:59, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5747, loss_cls: 7.5914, loss: 7.5914 2025-08-08 00:22:43,778 - pyskl - INFO - Epoch [73][3500/7492] lr: 2.633e-02, eta: 3 days, 20:31:03, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5519, loss_cls: 7.7572, loss: 7.7572 2025-08-08 00:23:42,101 - pyskl - INFO - Epoch [73][3600/7492] lr: 2.632e-02, eta: 3 days, 20:30:07, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3081, top5_acc: 0.5606, loss_cls: 7.6811, loss: 7.6811 2025-08-08 00:24:40,331 - pyskl - INFO - Epoch [73][3700/7492] lr: 2.631e-02, eta: 3 days, 20:29:10, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5637, loss_cls: 7.6484, loss: 7.6484 2025-08-08 00:25:38,644 - pyskl - INFO - Epoch [73][3800/7492] lr: 2.630e-02, eta: 3 days, 20:28:14, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5644, loss_cls: 7.6060, loss: 7.6060 2025-08-08 00:26:37,688 - pyskl - INFO - Epoch [73][3900/7492] lr: 2.630e-02, eta: 3 days, 20:27:18, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5856, loss_cls: 7.5729, loss: 7.5729 2025-08-08 00:27:35,613 - pyskl - INFO - Epoch [73][4000/7492] lr: 2.629e-02, eta: 3 days, 20:26:22, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5631, loss_cls: 7.6260, loss: 7.6260 2025-08-08 00:28:33,316 - pyskl - INFO - Epoch [73][4100/7492] lr: 2.628e-02, eta: 3 days, 20:25:25, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5606, loss_cls: 7.6589, loss: 7.6589 2025-08-08 00:29:31,030 - pyskl - INFO - Epoch [73][4200/7492] lr: 2.628e-02, eta: 3 days, 20:24:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5747, loss_cls: 7.6808, loss: 7.6808 2025-08-08 00:30:29,514 - pyskl - INFO - Epoch [73][4300/7492] lr: 2.627e-02, eta: 3 days, 20:23:32, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3106, top5_acc: 0.5672, loss_cls: 7.6272, loss: 7.6272 2025-08-08 00:31:26,761 - pyskl - INFO - Epoch [73][4400/7492] lr: 2.626e-02, eta: 3 days, 20:22:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5572, loss_cls: 7.6624, loss: 7.6624 2025-08-08 00:32:23,495 - pyskl - INFO - Epoch [73][4500/7492] lr: 2.626e-02, eta: 3 days, 20:21:36, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5741, loss_cls: 7.6615, loss: 7.6615 2025-08-08 00:33:20,219 - pyskl - INFO - Epoch [73][4600/7492] lr: 2.625e-02, eta: 3 days, 20:20:38, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3106, top5_acc: 0.5766, loss_cls: 7.5940, loss: 7.5940 2025-08-08 00:34:18,365 - pyskl - INFO - Epoch [73][4700/7492] lr: 2.624e-02, eta: 3 days, 20:19:42, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3066, top5_acc: 0.5450, loss_cls: 7.7466, loss: 7.7466 2025-08-08 00:35:16,526 - pyskl - INFO - Epoch [73][4800/7492] lr: 2.623e-02, eta: 3 days, 20:18:45, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5709, loss_cls: 7.5516, loss: 7.5516 2025-08-08 00:36:14,436 - pyskl - INFO - Epoch [73][4900/7492] lr: 2.623e-02, eta: 3 days, 20:17:49, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5681, loss_cls: 7.6006, loss: 7.6006 2025-08-08 00:37:13,764 - pyskl - INFO - Epoch [73][5000/7492] lr: 2.622e-02, eta: 3 days, 20:16:53, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5513, loss_cls: 7.7673, loss: 7.7673 2025-08-08 00:38:12,468 - pyskl - INFO - Epoch [73][5100/7492] lr: 2.621e-02, eta: 3 days, 20:15:57, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5600, loss_cls: 7.6907, loss: 7.6907 2025-08-08 00:39:10,969 - pyskl - INFO - Epoch [73][5200/7492] lr: 2.621e-02, eta: 3 days, 20:15:01, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5703, loss_cls: 7.5859, loss: 7.5859 2025-08-08 00:40:09,417 - pyskl - INFO - Epoch [73][5300/7492] lr: 2.620e-02, eta: 3 days, 20:14:05, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.2922, top5_acc: 0.5528, loss_cls: 7.7452, loss: 7.7452 2025-08-08 00:41:07,710 - pyskl - INFO - Epoch [73][5400/7492] lr: 2.619e-02, eta: 3 days, 20:13:09, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5572, loss_cls: 7.7120, loss: 7.7120 2025-08-08 00:42:06,119 - pyskl - INFO - Epoch [73][5500/7492] lr: 2.619e-02, eta: 3 days, 20:12:13, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5644, loss_cls: 7.6454, loss: 7.6454 2025-08-08 00:43:03,852 - pyskl - INFO - Epoch [73][5600/7492] lr: 2.618e-02, eta: 3 days, 20:11:16, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5631, loss_cls: 7.5952, loss: 7.5952 2025-08-08 00:44:02,065 - pyskl - INFO - Epoch [73][5700/7492] lr: 2.617e-02, eta: 3 days, 20:10:19, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5678, loss_cls: 7.6439, loss: 7.6439 2025-08-08 00:45:00,703 - pyskl - INFO - Epoch [73][5800/7492] lr: 2.617e-02, eta: 3 days, 20:09:23, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5491, loss_cls: 7.7152, loss: 7.7152 2025-08-08 00:45:59,702 - pyskl - INFO - Epoch [73][5900/7492] lr: 2.616e-02, eta: 3 days, 20:08:28, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5628, loss_cls: 7.6637, loss: 7.6637 2025-08-08 00:46:58,623 - pyskl - INFO - Epoch [73][6000/7492] lr: 2.615e-02, eta: 3 days, 20:07:32, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5534, loss_cls: 7.5963, loss: 7.5963 2025-08-08 00:47:56,847 - pyskl - INFO - Epoch [73][6100/7492] lr: 2.614e-02, eta: 3 days, 20:06:36, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5759, loss_cls: 7.5466, loss: 7.5466 2025-08-08 00:48:54,915 - pyskl - INFO - Epoch [73][6200/7492] lr: 2.614e-02, eta: 3 days, 20:05:39, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5659, loss_cls: 7.6396, loss: 7.6396 2025-08-08 00:49:52,600 - pyskl - INFO - Epoch [73][6300/7492] lr: 2.613e-02, eta: 3 days, 20:04:42, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5625, loss_cls: 7.6187, loss: 7.6187 2025-08-08 00:50:50,607 - pyskl - INFO - Epoch [73][6400/7492] lr: 2.612e-02, eta: 3 days, 20:03:45, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3009, top5_acc: 0.5622, loss_cls: 7.6353, loss: 7.6353 2025-08-08 00:51:48,960 - pyskl - INFO - Epoch [73][6500/7492] lr: 2.612e-02, eta: 3 days, 20:02:49, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 7.6294, loss: 7.6294 2025-08-08 00:52:47,456 - pyskl - INFO - Epoch [73][6600/7492] lr: 2.611e-02, eta: 3 days, 20:01:53, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2972, top5_acc: 0.5644, loss_cls: 7.5994, loss: 7.5994 2025-08-08 00:53:45,528 - pyskl - INFO - Epoch [73][6700/7492] lr: 2.610e-02, eta: 3 days, 20:00:56, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5750, loss_cls: 7.4696, loss: 7.4696 2025-08-08 00:54:42,191 - pyskl - INFO - Epoch [73][6800/7492] lr: 2.610e-02, eta: 3 days, 19:59:58, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3006, top5_acc: 0.5537, loss_cls: 7.7272, loss: 7.7272 2025-08-08 00:55:39,163 - pyskl - INFO - Epoch [73][6900/7492] lr: 2.609e-02, eta: 3 days, 19:59:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5728, loss_cls: 7.5955, loss: 7.5955 2025-08-08 00:56:36,628 - pyskl - INFO - Epoch [73][7000/7492] lr: 2.608e-02, eta: 3 days, 19:58:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5756, loss_cls: 7.6147, loss: 7.6147 2025-08-08 00:57:34,383 - pyskl - INFO - Epoch [73][7100/7492] lr: 2.607e-02, eta: 3 days, 19:57:07, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5550, loss_cls: 7.6815, loss: 7.6815 2025-08-08 00:58:32,029 - pyskl - INFO - Epoch [73][7200/7492] lr: 2.607e-02, eta: 3 days, 19:56:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5634, loss_cls: 7.6259, loss: 7.6259 2025-08-08 00:59:30,922 - pyskl - INFO - Epoch [73][7300/7492] lr: 2.606e-02, eta: 3 days, 19:55:14, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5566, loss_cls: 7.6091, loss: 7.6091 2025-08-08 01:00:29,071 - pyskl - INFO - Epoch [73][7400/7492] lr: 2.605e-02, eta: 3 days, 19:54:17, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5650, loss_cls: 7.5944, loss: 7.5944 2025-08-08 01:01:22,837 - pyskl - INFO - Saving checkpoint at 73 epochs 2025-08-08 01:02:11,029 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 01:02:11,692 - pyskl - INFO - top1_acc 0.2690 top5_acc 0.5210 2025-08-08 01:02:11,692 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 01:02:11,735 - pyskl - INFO - mean_acc 0.2687 2025-08-08 01:02:11,806 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_72.pth was removed 2025-08-08 01:02:13,354 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_73.pth. 2025-08-08 01:02:13,355 - pyskl - INFO - Best top1_acc is 0.2690 at 73 epoch. 2025-08-08 01:02:13,368 - pyskl - INFO - Epoch(val) [73][617] top1_acc: 0.2690, top5_acc: 0.5210, mean_class_accuracy: 0.2687 2025-08-08 01:03:44,365 - pyskl - INFO - Epoch [74][100/7492] lr: 2.604e-02, eta: 3 days, 19:52:07, time: 0.910, data_time: 0.331, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5813, loss_cls: 7.5778, loss: 7.5778 2025-08-08 01:04:41,176 - pyskl - INFO - Epoch [74][200/7492] lr: 2.603e-02, eta: 3 days, 19:51:09, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5909, loss_cls: 7.5304, loss: 7.5304 2025-08-08 01:05:38,100 - pyskl - INFO - Epoch [74][300/7492] lr: 2.603e-02, eta: 3 days, 19:50:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5566, loss_cls: 7.7268, loss: 7.7268 2025-08-08 01:06:35,557 - pyskl - INFO - Epoch [74][400/7492] lr: 2.602e-02, eta: 3 days, 19:49:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5803, loss_cls: 7.5077, loss: 7.5077 2025-08-08 01:07:33,970 - pyskl - INFO - Epoch [74][500/7492] lr: 2.601e-02, eta: 3 days, 19:48:18, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5850, loss_cls: 7.4667, loss: 7.4667 2025-08-08 01:08:31,282 - pyskl - INFO - Epoch [74][600/7492] lr: 2.601e-02, eta: 3 days, 19:47:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3344, top5_acc: 0.5919, loss_cls: 7.5150, loss: 7.5150 2025-08-08 01:09:28,832 - pyskl - INFO - Epoch [74][700/7492] lr: 2.600e-02, eta: 3 days, 19:46:23, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.2988, top5_acc: 0.5669, loss_cls: 7.5325, loss: 7.5325 2025-08-08 01:10:25,961 - pyskl - INFO - Epoch [74][800/7492] lr: 2.599e-02, eta: 3 days, 19:45:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5606, loss_cls: 7.6401, loss: 7.6401 2025-08-08 01:11:22,837 - pyskl - INFO - Epoch [74][900/7492] lr: 2.598e-02, eta: 3 days, 19:44:28, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5703, loss_cls: 7.5476, loss: 7.5476 2025-08-08 01:12:19,786 - pyskl - INFO - Epoch [74][1000/7492] lr: 2.598e-02, eta: 3 days, 19:43:30, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5647, loss_cls: 7.5727, loss: 7.5727 2025-08-08 01:13:18,341 - pyskl - INFO - Epoch [74][1100/7492] lr: 2.597e-02, eta: 3 days, 19:42:34, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5691, loss_cls: 7.5825, loss: 7.5825 2025-08-08 01:14:15,537 - pyskl - INFO - Epoch [74][1200/7492] lr: 2.596e-02, eta: 3 days, 19:41:37, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3294, top5_acc: 0.5775, loss_cls: 7.6147, loss: 7.6147 2025-08-08 01:15:12,966 - pyskl - INFO - Epoch [74][1300/7492] lr: 2.596e-02, eta: 3 days, 19:40:40, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5569, loss_cls: 7.6263, loss: 7.6263 2025-08-08 01:16:10,676 - pyskl - INFO - Epoch [74][1400/7492] lr: 2.595e-02, eta: 3 days, 19:39:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5600, loss_cls: 7.7205, loss: 7.7205 2025-08-08 01:17:09,683 - pyskl - INFO - Epoch [74][1500/7492] lr: 2.594e-02, eta: 3 days, 19:38:47, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5728, loss_cls: 7.5482, loss: 7.5482 2025-08-08 01:18:08,595 - pyskl - INFO - Epoch [74][1600/7492] lr: 2.594e-02, eta: 3 days, 19:37:51, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5656, loss_cls: 7.6397, loss: 7.6397 2025-08-08 01:19:07,420 - pyskl - INFO - Epoch [74][1700/7492] lr: 2.593e-02, eta: 3 days, 19:36:56, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.2947, top5_acc: 0.5419, loss_cls: 7.6903, loss: 7.6903 2025-08-08 01:20:04,199 - pyskl - INFO - Epoch [74][1800/7492] lr: 2.592e-02, eta: 3 days, 19:35:58, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5772, loss_cls: 7.6055, loss: 7.6055 2025-08-08 01:21:01,031 - pyskl - INFO - Epoch [74][1900/7492] lr: 2.591e-02, eta: 3 days, 19:35:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5772, loss_cls: 7.6087, loss: 7.6087 2025-08-08 01:21:57,903 - pyskl - INFO - Epoch [74][2000/7492] lr: 2.591e-02, eta: 3 days, 19:34:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5569, loss_cls: 7.6438, loss: 7.6438 2025-08-08 01:22:54,785 - pyskl - INFO - Epoch [74][2100/7492] lr: 2.590e-02, eta: 3 days, 19:33:04, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5759, loss_cls: 7.4735, loss: 7.4735 2025-08-08 01:23:52,201 - pyskl - INFO - Epoch [74][2200/7492] lr: 2.589e-02, eta: 3 days, 19:32:07, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5750, loss_cls: 7.5020, loss: 7.5020 2025-08-08 01:24:49,628 - pyskl - INFO - Epoch [74][2300/7492] lr: 2.589e-02, eta: 3 days, 19:31:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5675, loss_cls: 7.5826, loss: 7.5826 2025-08-08 01:25:46,867 - pyskl - INFO - Epoch [74][2400/7492] lr: 2.588e-02, eta: 3 days, 19:30:12, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5709, loss_cls: 7.6306, loss: 7.6306 2025-08-08 01:26:44,142 - pyskl - INFO - Epoch [74][2500/7492] lr: 2.587e-02, eta: 3 days, 19:29:15, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5825, loss_cls: 7.5420, loss: 7.5420 2025-08-08 01:27:41,437 - pyskl - INFO - Epoch [74][2600/7492] lr: 2.587e-02, eta: 3 days, 19:28:17, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3256, top5_acc: 0.5769, loss_cls: 7.5142, loss: 7.5142 2025-08-08 01:28:38,841 - pyskl - INFO - Epoch [74][2700/7492] lr: 2.586e-02, eta: 3 days, 19:27:20, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3275, top5_acc: 0.5834, loss_cls: 7.6090, loss: 7.6090 2025-08-08 01:29:36,076 - pyskl - INFO - Epoch [74][2800/7492] lr: 2.585e-02, eta: 3 days, 19:26:23, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3103, top5_acc: 0.5650, loss_cls: 7.6646, loss: 7.6646 2025-08-08 01:30:33,247 - pyskl - INFO - Epoch [74][2900/7492] lr: 2.584e-02, eta: 3 days, 19:25:25, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5809, loss_cls: 7.5812, loss: 7.5812 2025-08-08 01:31:30,929 - pyskl - INFO - Epoch [74][3000/7492] lr: 2.584e-02, eta: 3 days, 19:24:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5675, loss_cls: 7.5849, loss: 7.5849 2025-08-08 01:32:28,193 - pyskl - INFO - Epoch [74][3100/7492] lr: 2.583e-02, eta: 3 days, 19:23:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5613, loss_cls: 7.7544, loss: 7.7544 2025-08-08 01:33:24,833 - pyskl - INFO - Epoch [74][3200/7492] lr: 2.582e-02, eta: 3 days, 19:22:33, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5619, loss_cls: 7.6764, loss: 7.6764 2025-08-08 01:34:22,259 - pyskl - INFO - Epoch [74][3300/7492] lr: 2.582e-02, eta: 3 days, 19:21:35, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5631, loss_cls: 7.6040, loss: 7.6040 2025-08-08 01:35:19,709 - pyskl - INFO - Epoch [74][3400/7492] lr: 2.581e-02, eta: 3 days, 19:20:38, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5559, loss_cls: 7.6245, loss: 7.6245 2025-08-08 01:36:17,393 - pyskl - INFO - Epoch [74][3500/7492] lr: 2.580e-02, eta: 3 days, 19:19:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3184, top5_acc: 0.5653, loss_cls: 7.6489, loss: 7.6489 2025-08-08 01:37:14,519 - pyskl - INFO - Epoch [74][3600/7492] lr: 2.580e-02, eta: 3 days, 19:18:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5609, loss_cls: 7.5866, loss: 7.5866 2025-08-08 01:38:11,187 - pyskl - INFO - Epoch [74][3700/7492] lr: 2.579e-02, eta: 3 days, 19:17:45, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5613, loss_cls: 7.6180, loss: 7.6180 2025-08-08 01:39:08,338 - pyskl - INFO - Epoch [74][3800/7492] lr: 2.578e-02, eta: 3 days, 19:16:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3066, top5_acc: 0.5594, loss_cls: 7.6119, loss: 7.6119 2025-08-08 01:40:04,868 - pyskl - INFO - Epoch [74][3900/7492] lr: 2.577e-02, eta: 3 days, 19:15:50, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5756, loss_cls: 7.5741, loss: 7.5741 2025-08-08 01:41:02,836 - pyskl - INFO - Epoch [74][4000/7492] lr: 2.577e-02, eta: 3 days, 19:14:53, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5747, loss_cls: 7.6243, loss: 7.6243 2025-08-08 01:42:01,297 - pyskl - INFO - Epoch [74][4100/7492] lr: 2.576e-02, eta: 3 days, 19:13:57, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5441, loss_cls: 7.6739, loss: 7.6739 2025-08-08 01:42:58,484 - pyskl - INFO - Epoch [74][4200/7492] lr: 2.575e-02, eta: 3 days, 19:12:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5609, loss_cls: 7.7063, loss: 7.7063 2025-08-08 01:43:55,660 - pyskl - INFO - Epoch [74][4300/7492] lr: 2.575e-02, eta: 3 days, 19:12:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5637, loss_cls: 7.6555, loss: 7.6555 2025-08-08 01:44:53,182 - pyskl - INFO - Epoch [74][4400/7492] lr: 2.574e-02, eta: 3 days, 19:11:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3200, top5_acc: 0.5747, loss_cls: 7.6030, loss: 7.6030 2025-08-08 01:45:50,206 - pyskl - INFO - Epoch [74][4500/7492] lr: 2.573e-02, eta: 3 days, 19:10:07, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5737, loss_cls: 7.5842, loss: 7.5842 2025-08-08 01:46:47,558 - pyskl - INFO - Epoch [74][4600/7492] lr: 2.573e-02, eta: 3 days, 19:09:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5694, loss_cls: 7.5821, loss: 7.5821 2025-08-08 01:47:44,739 - pyskl - INFO - Epoch [74][4700/7492] lr: 2.572e-02, eta: 3 days, 19:08:12, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5687, loss_cls: 7.6151, loss: 7.6151 2025-08-08 01:48:42,079 - pyskl - INFO - Epoch [74][4800/7492] lr: 2.571e-02, eta: 3 days, 19:07:15, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5594, loss_cls: 7.5781, loss: 7.5781 2025-08-08 01:49:40,397 - pyskl - INFO - Epoch [74][4900/7492] lr: 2.570e-02, eta: 3 days, 19:06:19, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5816, loss_cls: 7.5243, loss: 7.5243 2025-08-08 01:50:37,659 - pyskl - INFO - Epoch [74][5000/7492] lr: 2.570e-02, eta: 3 days, 19:05:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5703, loss_cls: 7.5156, loss: 7.5156 2025-08-08 01:51:35,190 - pyskl - INFO - Epoch [74][5100/7492] lr: 2.569e-02, eta: 3 days, 19:04:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5734, loss_cls: 7.5622, loss: 7.5622 2025-08-08 01:52:32,729 - pyskl - INFO - Epoch [74][5200/7492] lr: 2.568e-02, eta: 3 days, 19:03:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5509, loss_cls: 7.7337, loss: 7.7337 2025-08-08 01:53:29,587 - pyskl - INFO - Epoch [74][5300/7492] lr: 2.568e-02, eta: 3 days, 19:02:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5734, loss_cls: 7.5551, loss: 7.5551 2025-08-08 01:54:27,275 - pyskl - INFO - Epoch [74][5400/7492] lr: 2.567e-02, eta: 3 days, 19:01:32, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5537, loss_cls: 7.5779, loss: 7.5779 2025-08-08 01:55:24,298 - pyskl - INFO - Epoch [74][5500/7492] lr: 2.566e-02, eta: 3 days, 19:00:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5666, loss_cls: 7.5428, loss: 7.5428 2025-08-08 01:56:21,380 - pyskl - INFO - Epoch [74][5600/7492] lr: 2.566e-02, eta: 3 days, 18:59:37, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5791, loss_cls: 7.5693, loss: 7.5693 2025-08-08 01:57:18,720 - pyskl - INFO - Epoch [74][5700/7492] lr: 2.565e-02, eta: 3 days, 18:58:39, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5675, loss_cls: 7.5819, loss: 7.5819 2025-08-08 01:58:15,593 - pyskl - INFO - Epoch [74][5800/7492] lr: 2.564e-02, eta: 3 days, 18:57:42, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3147, top5_acc: 0.5644, loss_cls: 7.5859, loss: 7.5859 2025-08-08 01:59:13,208 - pyskl - INFO - Epoch [74][5900/7492] lr: 2.563e-02, eta: 3 days, 18:56:45, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5713, loss_cls: 7.5551, loss: 7.5551 2025-08-08 02:00:10,126 - pyskl - INFO - Epoch [74][6000/7492] lr: 2.563e-02, eta: 3 days, 18:55:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5619, loss_cls: 7.5535, loss: 7.5535 2025-08-08 02:01:07,273 - pyskl - INFO - Epoch [74][6100/7492] lr: 2.562e-02, eta: 3 days, 18:54:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5672, loss_cls: 7.5865, loss: 7.5865 2025-08-08 02:02:03,733 - pyskl - INFO - Epoch [74][6200/7492] lr: 2.561e-02, eta: 3 days, 18:53:51, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5572, loss_cls: 7.6424, loss: 7.6424 2025-08-08 02:03:01,666 - pyskl - INFO - Epoch [74][6300/7492] lr: 2.561e-02, eta: 3 days, 18:52:54, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5709, loss_cls: 7.5583, loss: 7.5583 2025-08-08 02:03:59,395 - pyskl - INFO - Epoch [74][6400/7492] lr: 2.560e-02, eta: 3 days, 18:51:57, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5634, loss_cls: 7.6335, loss: 7.6335 2025-08-08 02:04:56,281 - pyskl - INFO - Epoch [74][6500/7492] lr: 2.559e-02, eta: 3 days, 18:50:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5719, loss_cls: 7.6190, loss: 7.6190 2025-08-08 02:05:53,474 - pyskl - INFO - Epoch [74][6600/7492] lr: 2.559e-02, eta: 3 days, 18:50:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5753, loss_cls: 7.5225, loss: 7.5225 2025-08-08 02:06:50,462 - pyskl - INFO - Epoch [74][6700/7492] lr: 2.558e-02, eta: 3 days, 18:49:04, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5719, loss_cls: 7.5244, loss: 7.5244 2025-08-08 02:07:47,505 - pyskl - INFO - Epoch [74][6800/7492] lr: 2.557e-02, eta: 3 days, 18:48:07, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5594, loss_cls: 7.7101, loss: 7.7101 2025-08-08 02:08:44,199 - pyskl - INFO - Epoch [74][6900/7492] lr: 2.556e-02, eta: 3 days, 18:47:09, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5709, loss_cls: 7.5279, loss: 7.5279 2025-08-08 02:09:41,291 - pyskl - INFO - Epoch [74][7000/7492] lr: 2.556e-02, eta: 3 days, 18:46:11, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3022, top5_acc: 0.5563, loss_cls: 7.6952, loss: 7.6952 2025-08-08 02:10:38,611 - pyskl - INFO - Epoch [74][7100/7492] lr: 2.555e-02, eta: 3 days, 18:45:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5819, loss_cls: 7.5780, loss: 7.5780 2025-08-08 02:11:35,833 - pyskl - INFO - Epoch [74][7200/7492] lr: 2.554e-02, eta: 3 days, 18:44:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5619, loss_cls: 7.6327, loss: 7.6327 2025-08-08 02:12:33,567 - pyskl - INFO - Epoch [74][7300/7492] lr: 2.554e-02, eta: 3 days, 18:43:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.2950, top5_acc: 0.5525, loss_cls: 7.8087, loss: 7.8087 2025-08-08 02:13:32,114 - pyskl - INFO - Epoch [74][7400/7492] lr: 2.553e-02, eta: 3 days, 18:42:23, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3184, top5_acc: 0.5728, loss_cls: 7.5940, loss: 7.5940 2025-08-08 02:14:27,673 - pyskl - INFO - Saving checkpoint at 74 epochs 2025-08-08 02:15:17,782 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 02:15:18,444 - pyskl - INFO - top1_acc 0.2660 top5_acc 0.5131 2025-08-08 02:15:18,444 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 02:15:18,502 - pyskl - INFO - mean_acc 0.2658 2025-08-08 02:15:18,516 - pyskl - INFO - Epoch(val) [74][617] top1_acc: 0.2660, top5_acc: 0.5131, mean_class_accuracy: 0.2658 2025-08-08 02:16:49,281 - pyskl - INFO - Epoch [75][100/7492] lr: 2.552e-02, eta: 3 days, 18:40:13, time: 0.908, data_time: 0.329, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5769, loss_cls: 7.5042, loss: 7.5042 2025-08-08 02:17:46,620 - pyskl - INFO - Epoch [75][200/7492] lr: 2.551e-02, eta: 3 days, 18:39:16, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5691, loss_cls: 7.5180, loss: 7.5180 2025-08-08 02:18:43,798 - pyskl - INFO - Epoch [75][300/7492] lr: 2.550e-02, eta: 3 days, 18:38:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5731, loss_cls: 7.5564, loss: 7.5564 2025-08-08 02:19:41,185 - pyskl - INFO - Epoch [75][400/7492] lr: 2.550e-02, eta: 3 days, 18:37:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3153, top5_acc: 0.5753, loss_cls: 7.5421, loss: 7.5421 2025-08-08 02:20:38,302 - pyskl - INFO - Epoch [75][500/7492] lr: 2.549e-02, eta: 3 days, 18:36:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5747, loss_cls: 7.6220, loss: 7.6220 2025-08-08 02:21:35,243 - pyskl - INFO - Epoch [75][600/7492] lr: 2.548e-02, eta: 3 days, 18:35:26, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.5866, loss_cls: 7.3782, loss: 7.3782 2025-08-08 02:22:33,056 - pyskl - INFO - Epoch [75][700/7492] lr: 2.547e-02, eta: 3 days, 18:34:29, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5569, loss_cls: 7.6760, loss: 7.6760 2025-08-08 02:23:30,791 - pyskl - INFO - Epoch [75][800/7492] lr: 2.547e-02, eta: 3 days, 18:33:32, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5900, loss_cls: 7.4467, loss: 7.4467 2025-08-08 02:24:27,499 - pyskl - INFO - Epoch [75][900/7492] lr: 2.546e-02, eta: 3 days, 18:32:34, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5691, loss_cls: 7.5974, loss: 7.5974 2025-08-08 02:25:24,521 - pyskl - INFO - Epoch [75][1000/7492] lr: 2.545e-02, eta: 3 days, 18:31:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5753, loss_cls: 7.5419, loss: 7.5419 2025-08-08 02:26:21,115 - pyskl - INFO - Epoch [75][1100/7492] lr: 2.545e-02, eta: 3 days, 18:30:38, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5678, loss_cls: 7.5560, loss: 7.5560 2025-08-08 02:27:17,950 - pyskl - INFO - Epoch [75][1200/7492] lr: 2.544e-02, eta: 3 days, 18:29:40, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5631, loss_cls: 7.5906, loss: 7.5906 2025-08-08 02:28:14,846 - pyskl - INFO - Epoch [75][1300/7492] lr: 2.543e-02, eta: 3 days, 18:28:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5731, loss_cls: 7.5669, loss: 7.5669 2025-08-08 02:29:12,404 - pyskl - INFO - Epoch [75][1400/7492] lr: 2.543e-02, eta: 3 days, 18:27:46, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5650, loss_cls: 7.6433, loss: 7.6433 2025-08-08 02:30:10,350 - pyskl - INFO - Epoch [75][1500/7492] lr: 2.542e-02, eta: 3 days, 18:26:49, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3275, top5_acc: 0.5753, loss_cls: 7.4790, loss: 7.4790 2025-08-08 02:31:07,698 - pyskl - INFO - Epoch [75][1600/7492] lr: 2.541e-02, eta: 3 days, 18:25:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5741, loss_cls: 7.5846, loss: 7.5846 2025-08-08 02:32:04,197 - pyskl - INFO - Epoch [75][1700/7492] lr: 2.540e-02, eta: 3 days, 18:24:53, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5834, loss_cls: 7.4373, loss: 7.4373 2025-08-08 02:33:00,649 - pyskl - INFO - Epoch [75][1800/7492] lr: 2.540e-02, eta: 3 days, 18:23:55, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5772, loss_cls: 7.5891, loss: 7.5891 2025-08-08 02:33:58,308 - pyskl - INFO - Epoch [75][1900/7492] lr: 2.539e-02, eta: 3 days, 18:22:58, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5775, loss_cls: 7.5634, loss: 7.5634 2025-08-08 02:34:55,143 - pyskl - INFO - Epoch [75][2000/7492] lr: 2.538e-02, eta: 3 days, 18:22:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 7.6001, loss: 7.6001 2025-08-08 02:35:52,082 - pyskl - INFO - Epoch [75][2100/7492] lr: 2.538e-02, eta: 3 days, 18:21:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5837, loss_cls: 7.5092, loss: 7.5092 2025-08-08 02:36:49,252 - pyskl - INFO - Epoch [75][2200/7492] lr: 2.537e-02, eta: 3 days, 18:20:05, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3050, top5_acc: 0.5666, loss_cls: 7.6520, loss: 7.6520 2025-08-08 02:37:46,288 - pyskl - INFO - Epoch [75][2300/7492] lr: 2.536e-02, eta: 3 days, 18:19:07, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5613, loss_cls: 7.6083, loss: 7.6083 2025-08-08 02:38:43,452 - pyskl - INFO - Epoch [75][2400/7492] lr: 2.536e-02, eta: 3 days, 18:18:10, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5684, loss_cls: 7.7172, loss: 7.7172 2025-08-08 02:39:41,692 - pyskl - INFO - Epoch [75][2500/7492] lr: 2.535e-02, eta: 3 days, 18:17:13, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5591, loss_cls: 7.6184, loss: 7.6184 2025-08-08 02:40:38,428 - pyskl - INFO - Epoch [75][2600/7492] lr: 2.534e-02, eta: 3 days, 18:16:15, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5644, loss_cls: 7.5610, loss: 7.5610 2025-08-08 02:41:35,156 - pyskl - INFO - Epoch [75][2700/7492] lr: 2.533e-02, eta: 3 days, 18:15:17, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5725, loss_cls: 7.5474, loss: 7.5474 2025-08-08 02:42:32,540 - pyskl - INFO - Epoch [75][2800/7492] lr: 2.533e-02, eta: 3 days, 18:14:20, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5750, loss_cls: 7.6325, loss: 7.6325 2025-08-08 02:43:29,256 - pyskl - INFO - Epoch [75][2900/7492] lr: 2.532e-02, eta: 3 days, 18:13:22, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5706, loss_cls: 7.6260, loss: 7.6260 2025-08-08 02:44:26,461 - pyskl - INFO - Epoch [75][3000/7492] lr: 2.531e-02, eta: 3 days, 18:12:25, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5744, loss_cls: 7.5406, loss: 7.5406 2025-08-08 02:45:23,832 - pyskl - INFO - Epoch [75][3100/7492] lr: 2.531e-02, eta: 3 days, 18:11:27, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5613, loss_cls: 7.6177, loss: 7.6177 2025-08-08 02:46:21,046 - pyskl - INFO - Epoch [75][3200/7492] lr: 2.530e-02, eta: 3 days, 18:10:30, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5641, loss_cls: 7.6032, loss: 7.6032 2025-08-08 02:47:18,342 - pyskl - INFO - Epoch [75][3300/7492] lr: 2.529e-02, eta: 3 days, 18:09:33, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5753, loss_cls: 7.5949, loss: 7.5949 2025-08-08 02:48:16,314 - pyskl - INFO - Epoch [75][3400/7492] lr: 2.529e-02, eta: 3 days, 18:08:36, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5784, loss_cls: 7.5529, loss: 7.5529 2025-08-08 02:49:14,574 - pyskl - INFO - Epoch [75][3500/7492] lr: 2.528e-02, eta: 3 days, 18:07:40, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3053, top5_acc: 0.5687, loss_cls: 7.6446, loss: 7.6446 2025-08-08 02:50:11,779 - pyskl - INFO - Epoch [75][3600/7492] lr: 2.527e-02, eta: 3 days, 18:06:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5584, loss_cls: 7.6261, loss: 7.6261 2025-08-08 02:51:08,794 - pyskl - INFO - Epoch [75][3700/7492] lr: 2.527e-02, eta: 3 days, 18:05:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5647, loss_cls: 7.5496, loss: 7.5496 2025-08-08 02:52:05,549 - pyskl - INFO - Epoch [75][3800/7492] lr: 2.526e-02, eta: 3 days, 18:04:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5725, loss_cls: 7.5398, loss: 7.5398 2025-08-08 02:53:02,505 - pyskl - INFO - Epoch [75][3900/7492] lr: 2.525e-02, eta: 3 days, 18:03:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5609, loss_cls: 7.6262, loss: 7.6262 2025-08-08 02:53:59,411 - pyskl - INFO - Epoch [75][4000/7492] lr: 2.524e-02, eta: 3 days, 18:02:51, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5744, loss_cls: 7.5776, loss: 7.5776 2025-08-08 02:54:56,195 - pyskl - INFO - Epoch [75][4100/7492] lr: 2.524e-02, eta: 3 days, 18:01:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5678, loss_cls: 7.6123, loss: 7.6123 2025-08-08 02:55:53,139 - pyskl - INFO - Epoch [75][4200/7492] lr: 2.523e-02, eta: 3 days, 18:00:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5775, loss_cls: 7.6184, loss: 7.6184 2025-08-08 02:56:49,920 - pyskl - INFO - Epoch [75][4300/7492] lr: 2.522e-02, eta: 3 days, 17:59:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5553, loss_cls: 7.6921, loss: 7.6921 2025-08-08 02:57:46,712 - pyskl - INFO - Epoch [75][4400/7492] lr: 2.522e-02, eta: 3 days, 17:59:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5706, loss_cls: 7.5605, loss: 7.5605 2025-08-08 02:58:45,377 - pyskl - INFO - Epoch [75][4500/7492] lr: 2.521e-02, eta: 3 days, 17:58:04, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5603, loss_cls: 7.6238, loss: 7.6238 2025-08-08 02:59:42,536 - pyskl - INFO - Epoch [75][4600/7492] lr: 2.520e-02, eta: 3 days, 17:57:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5653, loss_cls: 7.6009, loss: 7.6009 2025-08-08 03:00:39,719 - pyskl - INFO - Epoch [75][4700/7492] lr: 2.520e-02, eta: 3 days, 17:56:09, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5487, loss_cls: 7.6747, loss: 7.6747 2025-08-08 03:01:38,164 - pyskl - INFO - Epoch [75][4800/7492] lr: 2.519e-02, eta: 3 days, 17:55:12, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5813, loss_cls: 7.4903, loss: 7.4903 2025-08-08 03:02:36,684 - pyskl - INFO - Epoch [75][4900/7492] lr: 2.518e-02, eta: 3 days, 17:54:16, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.2981, top5_acc: 0.5691, loss_cls: 7.6194, loss: 7.6194 2025-08-08 03:03:35,482 - pyskl - INFO - Epoch [75][5000/7492] lr: 2.517e-02, eta: 3 days, 17:53:20, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5594, loss_cls: 7.6693, loss: 7.6693 2025-08-08 03:04:34,228 - pyskl - INFO - Epoch [75][5100/7492] lr: 2.517e-02, eta: 3 days, 17:52:24, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5834, loss_cls: 7.4582, loss: 7.4582 2025-08-08 03:05:32,849 - pyskl - INFO - Epoch [75][5200/7492] lr: 2.516e-02, eta: 3 days, 17:51:28, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5713, loss_cls: 7.6352, loss: 7.6352 2025-08-08 03:06:31,494 - pyskl - INFO - Epoch [75][5300/7492] lr: 2.515e-02, eta: 3 days, 17:50:32, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5716, loss_cls: 7.5886, loss: 7.5886 2025-08-08 03:07:29,678 - pyskl - INFO - Epoch [75][5400/7492] lr: 2.515e-02, eta: 3 days, 17:49:36, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5791, loss_cls: 7.4797, loss: 7.4797 2025-08-08 03:08:28,242 - pyskl - INFO - Epoch [75][5500/7492] lr: 2.514e-02, eta: 3 days, 17:48:40, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5772, loss_cls: 7.5820, loss: 7.5820 2025-08-08 03:09:25,833 - pyskl - INFO - Epoch [75][5600/7492] lr: 2.513e-02, eta: 3 days, 17:47:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3209, top5_acc: 0.5728, loss_cls: 7.5568, loss: 7.5568 2025-08-08 03:10:23,849 - pyskl - INFO - Epoch [75][5700/7492] lr: 2.513e-02, eta: 3 days, 17:46:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5803, loss_cls: 7.6034, loss: 7.6034 2025-08-08 03:11:21,987 - pyskl - INFO - Epoch [75][5800/7492] lr: 2.512e-02, eta: 3 days, 17:45:50, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5628, loss_cls: 7.5723, loss: 7.5723 2025-08-08 03:12:20,275 - pyskl - INFO - Epoch [75][5900/7492] lr: 2.511e-02, eta: 3 days, 17:44:53, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5644, loss_cls: 7.5772, loss: 7.5772 2025-08-08 03:13:17,601 - pyskl - INFO - Epoch [75][6000/7492] lr: 2.510e-02, eta: 3 days, 17:43:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5641, loss_cls: 7.6099, loss: 7.6099 2025-08-08 03:14:15,466 - pyskl - INFO - Epoch [75][6100/7492] lr: 2.510e-02, eta: 3 days, 17:42:59, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5763, loss_cls: 7.6162, loss: 7.6162 2025-08-08 03:15:13,840 - pyskl - INFO - Epoch [75][6200/7492] lr: 2.509e-02, eta: 3 days, 17:42:03, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5697, loss_cls: 7.5967, loss: 7.5967 2025-08-08 03:16:12,163 - pyskl - INFO - Epoch [75][6300/7492] lr: 2.508e-02, eta: 3 days, 17:41:06, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5687, loss_cls: 7.5916, loss: 7.5916 2025-08-08 03:17:10,743 - pyskl - INFO - Epoch [75][6400/7492] lr: 2.508e-02, eta: 3 days, 17:40:10, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5828, loss_cls: 7.5325, loss: 7.5325 2025-08-08 03:18:09,245 - pyskl - INFO - Epoch [75][6500/7492] lr: 2.507e-02, eta: 3 days, 17:39:14, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5566, loss_cls: 7.5955, loss: 7.5955 2025-08-08 03:19:07,860 - pyskl - INFO - Epoch [75][6600/7492] lr: 2.506e-02, eta: 3 days, 17:38:18, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3084, top5_acc: 0.5606, loss_cls: 7.6059, loss: 7.6059 2025-08-08 03:20:06,486 - pyskl - INFO - Epoch [75][6700/7492] lr: 2.506e-02, eta: 3 days, 17:37:22, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5591, loss_cls: 7.7138, loss: 7.7138 2025-08-08 03:21:05,308 - pyskl - INFO - Epoch [75][6800/7492] lr: 2.505e-02, eta: 3 days, 17:36:26, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5803, loss_cls: 7.5157, loss: 7.5157 2025-08-08 03:22:03,156 - pyskl - INFO - Epoch [75][6900/7492] lr: 2.504e-02, eta: 3 days, 17:35:29, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5794, loss_cls: 7.5262, loss: 7.5262 2025-08-08 03:23:01,608 - pyskl - INFO - Epoch [75][7000/7492] lr: 2.503e-02, eta: 3 days, 17:34:33, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5609, loss_cls: 7.5139, loss: 7.5139 2025-08-08 03:23:58,600 - pyskl - INFO - Epoch [75][7100/7492] lr: 2.503e-02, eta: 3 days, 17:33:35, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5559, loss_cls: 7.6605, loss: 7.6605 2025-08-08 03:24:55,447 - pyskl - INFO - Epoch [75][7200/7492] lr: 2.502e-02, eta: 3 days, 17:32:38, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3378, top5_acc: 0.5697, loss_cls: 7.5851, loss: 7.5851 2025-08-08 03:25:54,146 - pyskl - INFO - Epoch [75][7300/7492] lr: 2.501e-02, eta: 3 days, 17:31:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5741, loss_cls: 7.5923, loss: 7.5923 2025-08-08 03:26:52,261 - pyskl - INFO - Epoch [75][7400/7492] lr: 2.501e-02, eta: 3 days, 17:30:45, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5525, loss_cls: 7.5822, loss: 7.5822 2025-08-08 03:27:48,085 - pyskl - INFO - Saving checkpoint at 75 epochs 2025-08-08 03:28:38,165 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 03:28:38,830 - pyskl - INFO - top1_acc 0.2790 top5_acc 0.5235 2025-08-08 03:28:38,831 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 03:28:38,876 - pyskl - INFO - mean_acc 0.2788 2025-08-08 03:28:38,938 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_73.pth was removed 2025-08-08 03:28:40,499 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_75.pth. 2025-08-08 03:28:40,500 - pyskl - INFO - Best top1_acc is 0.2790 at 75 epoch. 2025-08-08 03:28:40,522 - pyskl - INFO - Epoch(val) [75][617] top1_acc: 0.2790, top5_acc: 0.5235, mean_class_accuracy: 0.2788 2025-08-08 03:30:12,386 - pyskl - INFO - Epoch [76][100/7492] lr: 2.499e-02, eta: 3 days, 17:28:37, time: 0.919, data_time: 0.338, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5828, loss_cls: 7.4940, loss: 7.4940 2025-08-08 03:31:09,652 - pyskl - INFO - Epoch [76][200/7492] lr: 2.499e-02, eta: 3 days, 17:27:39, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5722, loss_cls: 7.6061, loss: 7.6061 2025-08-08 03:32:06,656 - pyskl - INFO - Epoch [76][300/7492] lr: 2.498e-02, eta: 3 days, 17:26:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5922, loss_cls: 7.4681, loss: 7.4681 2025-08-08 03:33:04,137 - pyskl - INFO - Epoch [76][400/7492] lr: 2.497e-02, eta: 3 days, 17:25:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3069, top5_acc: 0.5834, loss_cls: 7.4904, loss: 7.4904 2025-08-08 03:34:01,436 - pyskl - INFO - Epoch [76][500/7492] lr: 2.497e-02, eta: 3 days, 17:24:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5897, loss_cls: 7.4924, loss: 7.4924 2025-08-08 03:34:59,255 - pyskl - INFO - Epoch [76][600/7492] lr: 2.496e-02, eta: 3 days, 17:23:50, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5878, loss_cls: 7.4415, loss: 7.4415 2025-08-08 03:35:56,148 - pyskl - INFO - Epoch [76][700/7492] lr: 2.495e-02, eta: 3 days, 17:22:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5559, loss_cls: 7.6949, loss: 7.6949 2025-08-08 03:36:53,454 - pyskl - INFO - Epoch [76][800/7492] lr: 2.494e-02, eta: 3 days, 17:21:55, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5766, loss_cls: 7.5868, loss: 7.5868 2025-08-08 03:37:50,575 - pyskl - INFO - Epoch [76][900/7492] lr: 2.494e-02, eta: 3 days, 17:20:57, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3347, top5_acc: 0.5903, loss_cls: 7.5038, loss: 7.5038 2025-08-08 03:38:47,765 - pyskl - INFO - Epoch [76][1000/7492] lr: 2.493e-02, eta: 3 days, 17:20:00, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5747, loss_cls: 7.5425, loss: 7.5425 2025-08-08 03:39:44,606 - pyskl - INFO - Epoch [76][1100/7492] lr: 2.492e-02, eta: 3 days, 17:19:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5603, loss_cls: 7.6365, loss: 7.6365 2025-08-08 03:40:41,455 - pyskl - INFO - Epoch [76][1200/7492] lr: 2.492e-02, eta: 3 days, 17:18:04, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5650, loss_cls: 7.4825, loss: 7.4825 2025-08-08 03:41:39,202 - pyskl - INFO - Epoch [76][1300/7492] lr: 2.491e-02, eta: 3 days, 17:17:07, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5584, loss_cls: 7.6244, loss: 7.6244 2025-08-08 03:42:36,602 - pyskl - INFO - Epoch [76][1400/7492] lr: 2.490e-02, eta: 3 days, 17:16:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3262, top5_acc: 0.5744, loss_cls: 7.5465, loss: 7.5465 2025-08-08 03:43:33,786 - pyskl - INFO - Epoch [76][1500/7492] lr: 2.490e-02, eta: 3 days, 17:15:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5631, loss_cls: 7.6281, loss: 7.6281 2025-08-08 03:44:31,185 - pyskl - INFO - Epoch [76][1600/7492] lr: 2.489e-02, eta: 3 days, 17:14:15, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5856, loss_cls: 7.5381, loss: 7.5381 2025-08-08 03:45:28,364 - pyskl - INFO - Epoch [76][1700/7492] lr: 2.488e-02, eta: 3 days, 17:13:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5697, loss_cls: 7.5234, loss: 7.5234 2025-08-08 03:46:25,463 - pyskl - INFO - Epoch [76][1800/7492] lr: 2.487e-02, eta: 3 days, 17:12:20, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3097, top5_acc: 0.5550, loss_cls: 7.6477, loss: 7.6477 2025-08-08 03:47:22,717 - pyskl - INFO - Epoch [76][1900/7492] lr: 2.487e-02, eta: 3 days, 17:11:23, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5744, loss_cls: 7.6062, loss: 7.6062 2025-08-08 03:48:19,259 - pyskl - INFO - Epoch [76][2000/7492] lr: 2.486e-02, eta: 3 days, 17:10:25, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3275, top5_acc: 0.5784, loss_cls: 7.5873, loss: 7.5873 2025-08-08 03:49:16,225 - pyskl - INFO - Epoch [76][2100/7492] lr: 2.485e-02, eta: 3 days, 17:09:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5747, loss_cls: 7.4846, loss: 7.4846 2025-08-08 03:50:13,229 - pyskl - INFO - Epoch [76][2200/7492] lr: 2.485e-02, eta: 3 days, 17:08:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5656, loss_cls: 7.6094, loss: 7.6094 2025-08-08 03:51:10,420 - pyskl - INFO - Epoch [76][2300/7492] lr: 2.484e-02, eta: 3 days, 17:07:32, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5759, loss_cls: 7.6190, loss: 7.6190 2025-08-08 03:52:07,954 - pyskl - INFO - Epoch [76][2400/7492] lr: 2.483e-02, eta: 3 days, 17:06:35, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3059, top5_acc: 0.5622, loss_cls: 7.6414, loss: 7.6414 2025-08-08 03:53:05,388 - pyskl - INFO - Epoch [76][2500/7492] lr: 2.483e-02, eta: 3 days, 17:05:38, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 7.4536, loss: 7.4536 2025-08-08 03:54:02,731 - pyskl - INFO - Epoch [76][2600/7492] lr: 2.482e-02, eta: 3 days, 17:04:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5791, loss_cls: 7.5103, loss: 7.5103 2025-08-08 03:55:00,678 - pyskl - INFO - Epoch [76][2700/7492] lr: 2.481e-02, eta: 3 days, 17:03:43, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3300, top5_acc: 0.5813, loss_cls: 7.5853, loss: 7.5853 2025-08-08 03:55:57,960 - pyskl - INFO - Epoch [76][2800/7492] lr: 2.480e-02, eta: 3 days, 17:02:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3222, top5_acc: 0.5778, loss_cls: 7.4581, loss: 7.4581 2025-08-08 03:56:55,188 - pyskl - INFO - Epoch [76][2900/7492] lr: 2.480e-02, eta: 3 days, 17:01:49, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5794, loss_cls: 7.5352, loss: 7.5352 2025-08-08 03:57:52,451 - pyskl - INFO - Epoch [76][3000/7492] lr: 2.479e-02, eta: 3 days, 17:00:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.2969, top5_acc: 0.5600, loss_cls: 7.6517, loss: 7.6517 2025-08-08 03:58:48,802 - pyskl - INFO - Epoch [76][3100/7492] lr: 2.478e-02, eta: 3 days, 16:59:53, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5809, loss_cls: 7.6006, loss: 7.6006 2025-08-08 03:59:45,851 - pyskl - INFO - Epoch [76][3200/7492] lr: 2.478e-02, eta: 3 days, 16:58:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.5775, loss_cls: 7.4676, loss: 7.4676 2025-08-08 04:00:42,586 - pyskl - INFO - Epoch [76][3300/7492] lr: 2.477e-02, eta: 3 days, 16:57:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5828, loss_cls: 7.4638, loss: 7.4638 2025-08-08 04:01:41,160 - pyskl - INFO - Epoch [76][3400/7492] lr: 2.476e-02, eta: 3 days, 16:57:01, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5875, loss_cls: 7.4864, loss: 7.4864 2025-08-08 04:02:38,210 - pyskl - INFO - Epoch [76][3500/7492] lr: 2.476e-02, eta: 3 days, 16:56:04, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3019, top5_acc: 0.5637, loss_cls: 7.5492, loss: 7.5492 2025-08-08 04:03:35,351 - pyskl - INFO - Epoch [76][3600/7492] lr: 2.475e-02, eta: 3 days, 16:55:06, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3222, top5_acc: 0.5756, loss_cls: 7.5191, loss: 7.5191 2025-08-08 04:04:32,676 - pyskl - INFO - Epoch [76][3700/7492] lr: 2.474e-02, eta: 3 days, 16:54:09, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5631, loss_cls: 7.5412, loss: 7.5412 2025-08-08 04:05:29,696 - pyskl - INFO - Epoch [76][3800/7492] lr: 2.473e-02, eta: 3 days, 16:53:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 7.5832, loss: 7.5832 2025-08-08 04:06:26,950 - pyskl - INFO - Epoch [76][3900/7492] lr: 2.473e-02, eta: 3 days, 16:52:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3222, top5_acc: 0.5828, loss_cls: 7.4773, loss: 7.4773 2025-08-08 04:07:24,118 - pyskl - INFO - Epoch [76][4000/7492] lr: 2.472e-02, eta: 3 days, 16:51:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5694, loss_cls: 7.5630, loss: 7.5630 2025-08-08 04:08:20,589 - pyskl - INFO - Epoch [76][4100/7492] lr: 2.471e-02, eta: 3 days, 16:50:18, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5703, loss_cls: 7.5230, loss: 7.5230 2025-08-08 04:09:18,160 - pyskl - INFO - Epoch [76][4200/7492] lr: 2.471e-02, eta: 3 days, 16:49:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5831, loss_cls: 7.4160, loss: 7.4160 2025-08-08 04:10:16,140 - pyskl - INFO - Epoch [76][4300/7492] lr: 2.470e-02, eta: 3 days, 16:48:24, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3000, top5_acc: 0.5544, loss_cls: 7.6787, loss: 7.6787 2025-08-08 04:11:14,343 - pyskl - INFO - Epoch [76][4400/7492] lr: 2.469e-02, eta: 3 days, 16:47:28, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3153, top5_acc: 0.5797, loss_cls: 7.5461, loss: 7.5461 2025-08-08 04:12:11,237 - pyskl - INFO - Epoch [76][4500/7492] lr: 2.469e-02, eta: 3 days, 16:46:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5666, loss_cls: 7.5429, loss: 7.5429 2025-08-08 04:13:08,192 - pyskl - INFO - Epoch [76][4600/7492] lr: 2.468e-02, eta: 3 days, 16:45:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3031, top5_acc: 0.5534, loss_cls: 7.7098, loss: 7.7098 2025-08-08 04:14:06,434 - pyskl - INFO - Epoch [76][4700/7492] lr: 2.467e-02, eta: 3 days, 16:44:36, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5803, loss_cls: 7.5799, loss: 7.5799 2025-08-08 04:15:03,512 - pyskl - INFO - Epoch [76][4800/7492] lr: 2.466e-02, eta: 3 days, 16:43:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5759, loss_cls: 7.5896, loss: 7.5896 2025-08-08 04:16:00,183 - pyskl - INFO - Epoch [76][4900/7492] lr: 2.466e-02, eta: 3 days, 16:42:40, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5713, loss_cls: 7.6202, loss: 7.6202 2025-08-08 04:16:57,070 - pyskl - INFO - Epoch [76][5000/7492] lr: 2.465e-02, eta: 3 days, 16:41:42, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5778, loss_cls: 7.5819, loss: 7.5819 2025-08-08 04:17:54,347 - pyskl - INFO - Epoch [76][5100/7492] lr: 2.464e-02, eta: 3 days, 16:40:45, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5803, loss_cls: 7.5360, loss: 7.5360 2025-08-08 04:18:51,471 - pyskl - INFO - Epoch [76][5200/7492] lr: 2.464e-02, eta: 3 days, 16:39:47, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5869, loss_cls: 7.5006, loss: 7.5006 2025-08-08 04:19:48,470 - pyskl - INFO - Epoch [76][5300/7492] lr: 2.463e-02, eta: 3 days, 16:38:50, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5716, loss_cls: 7.5697, loss: 7.5697 2025-08-08 04:20:45,822 - pyskl - INFO - Epoch [76][5400/7492] lr: 2.462e-02, eta: 3 days, 16:37:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5809, loss_cls: 7.4966, loss: 7.4966 2025-08-08 04:21:42,701 - pyskl - INFO - Epoch [76][5500/7492] lr: 2.462e-02, eta: 3 days, 16:36:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5675, loss_cls: 7.5364, loss: 7.5364 2025-08-08 04:22:39,776 - pyskl - INFO - Epoch [76][5600/7492] lr: 2.461e-02, eta: 3 days, 16:35:57, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5694, loss_cls: 7.5461, loss: 7.5461 2025-08-08 04:23:37,347 - pyskl - INFO - Epoch [76][5700/7492] lr: 2.460e-02, eta: 3 days, 16:35:00, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5675, loss_cls: 7.6086, loss: 7.6086 2025-08-08 04:24:34,993 - pyskl - INFO - Epoch [76][5800/7492] lr: 2.459e-02, eta: 3 days, 16:34:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3016, top5_acc: 0.5628, loss_cls: 7.6253, loss: 7.6253 2025-08-08 04:25:32,253 - pyskl - INFO - Epoch [76][5900/7492] lr: 2.459e-02, eta: 3 days, 16:33:06, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5581, loss_cls: 7.6968, loss: 7.6968 2025-08-08 04:26:29,666 - pyskl - INFO - Epoch [76][6000/7492] lr: 2.458e-02, eta: 3 days, 16:32:08, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.5894, loss_cls: 7.4954, loss: 7.4954 2025-08-08 04:27:26,138 - pyskl - INFO - Epoch [76][6100/7492] lr: 2.457e-02, eta: 3 days, 16:31:10, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 7.5280, loss: 7.5280 2025-08-08 04:28:23,162 - pyskl - INFO - Epoch [76][6200/7492] lr: 2.457e-02, eta: 3 days, 16:30:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5766, loss_cls: 7.5004, loss: 7.5004 2025-08-08 04:29:21,024 - pyskl - INFO - Epoch [76][6300/7492] lr: 2.456e-02, eta: 3 days, 16:29:16, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3209, top5_acc: 0.5709, loss_cls: 7.5800, loss: 7.5800 2025-08-08 04:30:17,704 - pyskl - INFO - Epoch [76][6400/7492] lr: 2.455e-02, eta: 3 days, 16:28:18, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5863, loss_cls: 7.6223, loss: 7.6223 2025-08-08 04:31:15,156 - pyskl - INFO - Epoch [76][6500/7492] lr: 2.455e-02, eta: 3 days, 16:27:20, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.2975, top5_acc: 0.5591, loss_cls: 7.7550, loss: 7.7550 2025-08-08 04:32:11,876 - pyskl - INFO - Epoch [76][6600/7492] lr: 2.454e-02, eta: 3 days, 16:26:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5731, loss_cls: 7.5895, loss: 7.5895 2025-08-08 04:33:08,841 - pyskl - INFO - Epoch [76][6700/7492] lr: 2.453e-02, eta: 3 days, 16:25:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5691, loss_cls: 7.5296, loss: 7.5296 2025-08-08 04:34:06,383 - pyskl - INFO - Epoch [76][6800/7492] lr: 2.452e-02, eta: 3 days, 16:24:28, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5637, loss_cls: 7.5874, loss: 7.5874 2025-08-08 04:35:03,424 - pyskl - INFO - Epoch [76][6900/7492] lr: 2.452e-02, eta: 3 days, 16:23:30, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5750, loss_cls: 7.5120, loss: 7.5120 2025-08-08 04:36:00,806 - pyskl - INFO - Epoch [76][7000/7492] lr: 2.451e-02, eta: 3 days, 16:22:33, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5634, loss_cls: 7.6252, loss: 7.6252 2025-08-08 04:36:57,393 - pyskl - INFO - Epoch [76][7100/7492] lr: 2.450e-02, eta: 3 days, 16:21:35, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5737, loss_cls: 7.5312, loss: 7.5312 2025-08-08 04:37:54,380 - pyskl - INFO - Epoch [76][7200/7492] lr: 2.450e-02, eta: 3 days, 16:20:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5791, loss_cls: 7.5352, loss: 7.5352 2025-08-08 04:38:51,283 - pyskl - INFO - Epoch [76][7300/7492] lr: 2.449e-02, eta: 3 days, 16:19:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3013, top5_acc: 0.5687, loss_cls: 7.5244, loss: 7.5244 2025-08-08 04:39:48,259 - pyskl - INFO - Epoch [76][7400/7492] lr: 2.448e-02, eta: 3 days, 16:18:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5556, loss_cls: 7.6415, loss: 7.6415 2025-08-08 04:40:42,411 - pyskl - INFO - Saving checkpoint at 76 epochs 2025-08-08 04:41:30,506 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 04:41:31,166 - pyskl - INFO - top1_acc 0.2652 top5_acc 0.5086 2025-08-08 04:41:31,167 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 04:41:31,219 - pyskl - INFO - mean_acc 0.2651 2025-08-08 04:41:31,232 - pyskl - INFO - Epoch(val) [76][617] top1_acc: 0.2652, top5_acc: 0.5086, mean_class_accuracy: 0.2651 2025-08-08 04:43:01,477 - pyskl - INFO - Epoch [77][100/7492] lr: 2.447e-02, eta: 3 days, 16:16:32, time: 0.902, data_time: 0.334, memory: 11068, top1_acc: 0.3200, top5_acc: 0.5778, loss_cls: 7.5556, loss: 7.5556 2025-08-08 04:43:58,344 - pyskl - INFO - Epoch [77][200/7492] lr: 2.446e-02, eta: 3 days, 16:15:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5837, loss_cls: 7.5367, loss: 7.5367 2025-08-08 04:44:55,233 - pyskl - INFO - Epoch [77][300/7492] lr: 2.446e-02, eta: 3 days, 16:14:37, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5837, loss_cls: 7.5515, loss: 7.5515 2025-08-08 04:45:51,912 - pyskl - INFO - Epoch [77][400/7492] lr: 2.445e-02, eta: 3 days, 16:13:39, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5831, loss_cls: 7.5012, loss: 7.5012 2025-08-08 04:46:48,774 - pyskl - INFO - Epoch [77][500/7492] lr: 2.444e-02, eta: 3 days, 16:12:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5847, loss_cls: 7.4230, loss: 7.4230 2025-08-08 04:47:45,585 - pyskl - INFO - Epoch [77][600/7492] lr: 2.443e-02, eta: 3 days, 16:11:43, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5803, loss_cls: 7.4297, loss: 7.4297 2025-08-08 04:48:42,122 - pyskl - INFO - Epoch [77][700/7492] lr: 2.443e-02, eta: 3 days, 16:10:45, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5641, loss_cls: 7.6243, loss: 7.6243 2025-08-08 04:49:38,950 - pyskl - INFO - Epoch [77][800/7492] lr: 2.442e-02, eta: 3 days, 16:09:47, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5672, loss_cls: 7.6492, loss: 7.6492 2025-08-08 04:50:36,328 - pyskl - INFO - Epoch [77][900/7492] lr: 2.441e-02, eta: 3 days, 16:08:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 7.3746, loss: 7.3746 2025-08-08 04:51:33,323 - pyskl - INFO - Epoch [77][1000/7492] lr: 2.441e-02, eta: 3 days, 16:07:52, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5794, loss_cls: 7.4539, loss: 7.4539 2025-08-08 04:52:30,015 - pyskl - INFO - Epoch [77][1100/7492] lr: 2.440e-02, eta: 3 days, 16:06:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5737, loss_cls: 7.5217, loss: 7.5217 2025-08-08 04:53:28,001 - pyskl - INFO - Epoch [77][1200/7492] lr: 2.439e-02, eta: 3 days, 16:05:58, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3209, top5_acc: 0.5787, loss_cls: 7.4629, loss: 7.4629 2025-08-08 04:54:25,018 - pyskl - INFO - Epoch [77][1300/7492] lr: 2.439e-02, eta: 3 days, 16:05:00, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3209, top5_acc: 0.5806, loss_cls: 7.4669, loss: 7.4669 2025-08-08 04:55:22,530 - pyskl - INFO - Epoch [77][1400/7492] lr: 2.438e-02, eta: 3 days, 16:04:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5619, loss_cls: 7.6474, loss: 7.6474 2025-08-08 04:56:19,790 - pyskl - INFO - Epoch [77][1500/7492] lr: 2.437e-02, eta: 3 days, 16:03:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5669, loss_cls: 7.5534, loss: 7.5534 2025-08-08 04:57:17,146 - pyskl - INFO - Epoch [77][1600/7492] lr: 2.436e-02, eta: 3 days, 16:02:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5822, loss_cls: 7.5141, loss: 7.5141 2025-08-08 04:58:15,458 - pyskl - INFO - Epoch [77][1700/7492] lr: 2.436e-02, eta: 3 days, 16:01:12, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5856, loss_cls: 7.5116, loss: 7.5116 2025-08-08 04:59:12,523 - pyskl - INFO - Epoch [77][1800/7492] lr: 2.435e-02, eta: 3 days, 16:00:14, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5763, loss_cls: 7.6161, loss: 7.6161 2025-08-08 05:00:09,439 - pyskl - INFO - Epoch [77][1900/7492] lr: 2.434e-02, eta: 3 days, 15:59:16, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 7.5603, loss: 7.5603 2025-08-08 05:01:06,347 - pyskl - INFO - Epoch [77][2000/7492] lr: 2.434e-02, eta: 3 days, 15:58:19, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3200, top5_acc: 0.5713, loss_cls: 7.5365, loss: 7.5365 2025-08-08 05:02:02,887 - pyskl - INFO - Epoch [77][2100/7492] lr: 2.433e-02, eta: 3 days, 15:57:20, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5681, loss_cls: 7.6387, loss: 7.6387 2025-08-08 05:02:59,603 - pyskl - INFO - Epoch [77][2200/7492] lr: 2.432e-02, eta: 3 days, 15:56:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5731, loss_cls: 7.4195, loss: 7.4195 2025-08-08 05:03:56,707 - pyskl - INFO - Epoch [77][2300/7492] lr: 2.432e-02, eta: 3 days, 15:55:25, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3294, top5_acc: 0.5828, loss_cls: 7.4486, loss: 7.4486 2025-08-08 05:04:53,669 - pyskl - INFO - Epoch [77][2400/7492] lr: 2.431e-02, eta: 3 days, 15:54:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.2941, top5_acc: 0.5703, loss_cls: 7.5986, loss: 7.5986 2025-08-08 05:05:50,665 - pyskl - INFO - Epoch [77][2500/7492] lr: 2.430e-02, eta: 3 days, 15:53:30, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5737, loss_cls: 7.5034, loss: 7.5034 2025-08-08 05:06:47,527 - pyskl - INFO - Epoch [77][2600/7492] lr: 2.429e-02, eta: 3 days, 15:52:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.5875, loss_cls: 7.4572, loss: 7.4572 2025-08-08 05:07:44,907 - pyskl - INFO - Epoch [77][2700/7492] lr: 2.429e-02, eta: 3 days, 15:51:35, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5725, loss_cls: 7.5703, loss: 7.5703 2025-08-08 05:08:41,854 - pyskl - INFO - Epoch [77][2800/7492] lr: 2.428e-02, eta: 3 days, 15:50:37, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5837, loss_cls: 7.5522, loss: 7.5522 2025-08-08 05:09:38,578 - pyskl - INFO - Epoch [77][2900/7492] lr: 2.427e-02, eta: 3 days, 15:49:39, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 7.6630, loss: 7.6630 2025-08-08 05:10:37,257 - pyskl - INFO - Epoch [77][3000/7492] lr: 2.427e-02, eta: 3 days, 15:48:43, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5716, loss_cls: 7.5613, loss: 7.5613 2025-08-08 05:11:35,265 - pyskl - INFO - Epoch [77][3100/7492] lr: 2.426e-02, eta: 3 days, 15:47:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5931, loss_cls: 7.4717, loss: 7.4717 2025-08-08 05:12:31,988 - pyskl - INFO - Epoch [77][3200/7492] lr: 2.425e-02, eta: 3 days, 15:46:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3088, top5_acc: 0.5772, loss_cls: 7.5228, loss: 7.5228 2025-08-08 05:13:30,292 - pyskl - INFO - Epoch [77][3300/7492] lr: 2.425e-02, eta: 3 days, 15:45:52, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3216, top5_acc: 0.5713, loss_cls: 7.5728, loss: 7.5728 2025-08-08 05:14:28,864 - pyskl - INFO - Epoch [77][3400/7492] lr: 2.424e-02, eta: 3 days, 15:44:56, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5716, loss_cls: 7.4906, loss: 7.4906 2025-08-08 05:15:27,366 - pyskl - INFO - Epoch [77][3500/7492] lr: 2.423e-02, eta: 3 days, 15:44:00, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5628, loss_cls: 7.6937, loss: 7.6937 2025-08-08 05:16:25,716 - pyskl - INFO - Epoch [77][3600/7492] lr: 2.422e-02, eta: 3 days, 15:43:03, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5703, loss_cls: 7.5104, loss: 7.5104 2025-08-08 05:17:22,672 - pyskl - INFO - Epoch [77][3700/7492] lr: 2.422e-02, eta: 3 days, 15:42:06, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3184, top5_acc: 0.5806, loss_cls: 7.5723, loss: 7.5723 2025-08-08 05:18:19,990 - pyskl - INFO - Epoch [77][3800/7492] lr: 2.421e-02, eta: 3 days, 15:41:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5866, loss_cls: 7.4594, loss: 7.4594 2025-08-08 05:19:17,349 - pyskl - INFO - Epoch [77][3900/7492] lr: 2.420e-02, eta: 3 days, 15:40:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5828, loss_cls: 7.5194, loss: 7.5194 2025-08-08 05:20:14,360 - pyskl - INFO - Epoch [77][4000/7492] lr: 2.420e-02, eta: 3 days, 15:39:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5756, loss_cls: 7.4439, loss: 7.4439 2025-08-08 05:21:11,422 - pyskl - INFO - Epoch [77][4100/7492] lr: 2.419e-02, eta: 3 days, 15:38:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5678, loss_cls: 7.6211, loss: 7.6211 2025-08-08 05:22:08,486 - pyskl - INFO - Epoch [77][4200/7492] lr: 2.418e-02, eta: 3 days, 15:37:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3200, top5_acc: 0.5728, loss_cls: 7.6257, loss: 7.6257 2025-08-08 05:23:05,514 - pyskl - INFO - Epoch [77][4300/7492] lr: 2.418e-02, eta: 3 days, 15:36:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3344, top5_acc: 0.5872, loss_cls: 7.5449, loss: 7.5449 2025-08-08 05:24:03,673 - pyskl - INFO - Epoch [77][4400/7492] lr: 2.417e-02, eta: 3 days, 15:35:24, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3034, top5_acc: 0.5575, loss_cls: 7.6685, loss: 7.6685 2025-08-08 05:25:02,330 - pyskl - INFO - Epoch [77][4500/7492] lr: 2.416e-02, eta: 3 days, 15:34:28, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5847, loss_cls: 7.4593, loss: 7.4593 2025-08-08 05:26:00,656 - pyskl - INFO - Epoch [77][4600/7492] lr: 2.416e-02, eta: 3 days, 15:33:32, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.2931, top5_acc: 0.5637, loss_cls: 7.6957, loss: 7.6957 2025-08-08 05:26:58,272 - pyskl - INFO - Epoch [77][4700/7492] lr: 2.415e-02, eta: 3 days, 15:32:34, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3066, top5_acc: 0.5619, loss_cls: 7.5750, loss: 7.5750 2025-08-08 05:27:55,235 - pyskl - INFO - Epoch [77][4800/7492] lr: 2.414e-02, eta: 3 days, 15:31:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5759, loss_cls: 7.6320, loss: 7.6320 2025-08-08 05:28:51,987 - pyskl - INFO - Epoch [77][4900/7492] lr: 2.413e-02, eta: 3 days, 15:30:39, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5697, loss_cls: 7.5272, loss: 7.5272 2025-08-08 05:29:48,566 - pyskl - INFO - Epoch [77][5000/7492] lr: 2.413e-02, eta: 3 days, 15:29:41, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5759, loss_cls: 7.5188, loss: 7.5188 2025-08-08 05:30:45,975 - pyskl - INFO - Epoch [77][5100/7492] lr: 2.412e-02, eta: 3 days, 15:28:44, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5772, loss_cls: 7.5600, loss: 7.5600 2025-08-08 05:31:43,263 - pyskl - INFO - Epoch [77][5200/7492] lr: 2.411e-02, eta: 3 days, 15:27:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5747, loss_cls: 7.5774, loss: 7.5774 2025-08-08 05:32:40,045 - pyskl - INFO - Epoch [77][5300/7492] lr: 2.411e-02, eta: 3 days, 15:26:48, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5659, loss_cls: 7.5519, loss: 7.5519 2025-08-08 05:33:37,439 - pyskl - INFO - Epoch [77][5400/7492] lr: 2.410e-02, eta: 3 days, 15:25:51, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5825, loss_cls: 7.5290, loss: 7.5290 2025-08-08 05:34:36,356 - pyskl - INFO - Epoch [77][5500/7492] lr: 2.409e-02, eta: 3 days, 15:24:55, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3216, top5_acc: 0.5825, loss_cls: 7.4658, loss: 7.4658 2025-08-08 05:35:33,358 - pyskl - INFO - Epoch [77][5600/7492] lr: 2.409e-02, eta: 3 days, 15:23:58, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5603, loss_cls: 7.5708, loss: 7.5708 2025-08-08 05:36:30,324 - pyskl - INFO - Epoch [77][5700/7492] lr: 2.408e-02, eta: 3 days, 15:23:00, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5709, loss_cls: 7.4858, loss: 7.4858 2025-08-08 05:37:28,667 - pyskl - INFO - Epoch [77][5800/7492] lr: 2.407e-02, eta: 3 days, 15:22:04, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5734, loss_cls: 7.4418, loss: 7.4418 2025-08-08 05:38:26,711 - pyskl - INFO - Epoch [77][5900/7492] lr: 2.406e-02, eta: 3 days, 15:21:07, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5681, loss_cls: 7.6610, loss: 7.6610 2025-08-08 05:39:24,019 - pyskl - INFO - Epoch [77][6000/7492] lr: 2.406e-02, eta: 3 days, 15:20:10, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5828, loss_cls: 7.4970, loss: 7.4970 2025-08-08 05:40:21,303 - pyskl - INFO - Epoch [77][6100/7492] lr: 2.405e-02, eta: 3 days, 15:19:12, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5697, loss_cls: 7.5556, loss: 7.5556 2025-08-08 05:41:18,936 - pyskl - INFO - Epoch [77][6200/7492] lr: 2.404e-02, eta: 3 days, 15:18:15, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5725, loss_cls: 7.5084, loss: 7.5084 2025-08-08 05:42:15,775 - pyskl - INFO - Epoch [77][6300/7492] lr: 2.404e-02, eta: 3 days, 15:17:17, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5663, loss_cls: 7.5711, loss: 7.5711 2025-08-08 05:43:13,909 - pyskl - INFO - Epoch [77][6400/7492] lr: 2.403e-02, eta: 3 days, 15:16:21, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5747, loss_cls: 7.5005, loss: 7.5005 2025-08-08 05:44:11,235 - pyskl - INFO - Epoch [77][6500/7492] lr: 2.402e-02, eta: 3 days, 15:15:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3063, top5_acc: 0.5472, loss_cls: 7.7481, loss: 7.7481 2025-08-08 05:45:08,122 - pyskl - INFO - Epoch [77][6600/7492] lr: 2.402e-02, eta: 3 days, 15:14:26, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3256, top5_acc: 0.5694, loss_cls: 7.5383, loss: 7.5383 2025-08-08 05:46:04,903 - pyskl - INFO - Epoch [77][6700/7492] lr: 2.401e-02, eta: 3 days, 15:13:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5613, loss_cls: 7.6813, loss: 7.6813 2025-08-08 05:47:03,063 - pyskl - INFO - Epoch [77][6800/7492] lr: 2.400e-02, eta: 3 days, 15:12:31, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5494, loss_cls: 7.6706, loss: 7.6706 2025-08-08 05:48:00,509 - pyskl - INFO - Epoch [77][6900/7492] lr: 2.399e-02, eta: 3 days, 15:11:34, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5475, loss_cls: 7.5856, loss: 7.5856 2025-08-08 05:48:58,002 - pyskl - INFO - Epoch [77][7000/7492] lr: 2.399e-02, eta: 3 days, 15:10:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5731, loss_cls: 7.5481, loss: 7.5481 2025-08-08 05:49:55,541 - pyskl - INFO - Epoch [77][7100/7492] lr: 2.398e-02, eta: 3 days, 15:09:40, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5641, loss_cls: 7.6345, loss: 7.6345 2025-08-08 05:50:54,354 - pyskl - INFO - Epoch [77][7200/7492] lr: 2.397e-02, eta: 3 days, 15:08:44, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5869, loss_cls: 7.4843, loss: 7.4843 2025-08-08 05:51:52,364 - pyskl - INFO - Epoch [77][7300/7492] lr: 2.397e-02, eta: 3 days, 15:07:47, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5781, loss_cls: 7.4106, loss: 7.4106 2025-08-08 05:52:49,217 - pyskl - INFO - Epoch [77][7400/7492] lr: 2.396e-02, eta: 3 days, 15:06:49, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3038, top5_acc: 0.5594, loss_cls: 7.5982, loss: 7.5982 2025-08-08 05:53:43,419 - pyskl - INFO - Saving checkpoint at 77 epochs 2025-08-08 05:54:32,041 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 05:54:32,702 - pyskl - INFO - top1_acc 0.2764 top5_acc 0.5281 2025-08-08 05:54:32,702 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 05:54:32,744 - pyskl - INFO - mean_acc 0.2760 2025-08-08 05:54:32,757 - pyskl - INFO - Epoch(val) [77][617] top1_acc: 0.2764, top5_acc: 0.5281, mean_class_accuracy: 0.2760 2025-08-08 05:56:04,420 - pyskl - INFO - Epoch [78][100/7492] lr: 2.395e-02, eta: 3 days, 15:04:42, time: 0.917, data_time: 0.333, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5700, loss_cls: 7.5711, loss: 7.5711 2025-08-08 05:57:02,021 - pyskl - INFO - Epoch [78][200/7492] lr: 2.394e-02, eta: 3 days, 15:03:45, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.5962, loss_cls: 7.3569, loss: 7.3569 2025-08-08 05:57:59,222 - pyskl - INFO - Epoch [78][300/7492] lr: 2.393e-02, eta: 3 days, 15:02:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5747, loss_cls: 7.4942, loss: 7.4942 2025-08-08 05:58:56,351 - pyskl - INFO - Epoch [78][400/7492] lr: 2.393e-02, eta: 3 days, 15:01:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5694, loss_cls: 7.6178, loss: 7.6178 2025-08-08 05:59:53,103 - pyskl - INFO - Epoch [78][500/7492] lr: 2.392e-02, eta: 3 days, 15:00:52, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5684, loss_cls: 7.5205, loss: 7.5205 2025-08-08 06:00:50,148 - pyskl - INFO - Epoch [78][600/7492] lr: 2.391e-02, eta: 3 days, 14:59:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3275, top5_acc: 0.5909, loss_cls: 7.4822, loss: 7.4822 2025-08-08 06:01:47,774 - pyskl - INFO - Epoch [78][700/7492] lr: 2.390e-02, eta: 3 days, 14:58:57, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3131, top5_acc: 0.5787, loss_cls: 7.5282, loss: 7.5282 2025-08-08 06:02:45,660 - pyskl - INFO - Epoch [78][800/7492] lr: 2.390e-02, eta: 3 days, 14:58:00, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5841, loss_cls: 7.4010, loss: 7.4010 2025-08-08 06:03:42,350 - pyskl - INFO - Epoch [78][900/7492] lr: 2.389e-02, eta: 3 days, 14:57:03, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5659, loss_cls: 7.5615, loss: 7.5615 2025-08-08 06:04:39,424 - pyskl - INFO - Epoch [78][1000/7492] lr: 2.388e-02, eta: 3 days, 14:56:05, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5809, loss_cls: 7.5237, loss: 7.5237 2025-08-08 06:05:36,511 - pyskl - INFO - Epoch [78][1100/7492] lr: 2.388e-02, eta: 3 days, 14:55:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3331, top5_acc: 0.5969, loss_cls: 7.3691, loss: 7.3691 2025-08-08 06:06:33,937 - pyskl - INFO - Epoch [78][1200/7492] lr: 2.387e-02, eta: 3 days, 14:54:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5778, loss_cls: 7.4697, loss: 7.4697 2025-08-08 06:07:31,266 - pyskl - INFO - Epoch [78][1300/7492] lr: 2.386e-02, eta: 3 days, 14:53:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5872, loss_cls: 7.4537, loss: 7.4537 2025-08-08 06:08:28,953 - pyskl - INFO - Epoch [78][1400/7492] lr: 2.386e-02, eta: 3 days, 14:52:16, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3097, top5_acc: 0.5734, loss_cls: 7.5370, loss: 7.5370 2025-08-08 06:09:25,804 - pyskl - INFO - Epoch [78][1500/7492] lr: 2.385e-02, eta: 3 days, 14:51:18, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5731, loss_cls: 7.5292, loss: 7.5292 2025-08-08 06:10:22,649 - pyskl - INFO - Epoch [78][1600/7492] lr: 2.384e-02, eta: 3 days, 14:50:20, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5863, loss_cls: 7.4386, loss: 7.4386 2025-08-08 06:11:20,477 - pyskl - INFO - Epoch [78][1700/7492] lr: 2.383e-02, eta: 3 days, 14:49:23, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3262, top5_acc: 0.5641, loss_cls: 7.5312, loss: 7.5312 2025-08-08 06:12:18,289 - pyskl - INFO - Epoch [78][1800/7492] lr: 2.383e-02, eta: 3 days, 14:48:27, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5909, loss_cls: 7.4669, loss: 7.4669 2025-08-08 06:13:15,478 - pyskl - INFO - Epoch [78][1900/7492] lr: 2.382e-02, eta: 3 days, 14:47:29, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3184, top5_acc: 0.5759, loss_cls: 7.4722, loss: 7.4722 2025-08-08 06:14:12,569 - pyskl - INFO - Epoch [78][2000/7492] lr: 2.381e-02, eta: 3 days, 14:46:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3441, top5_acc: 0.6034, loss_cls: 7.3657, loss: 7.3657 2025-08-08 06:15:09,809 - pyskl - INFO - Epoch [78][2100/7492] lr: 2.381e-02, eta: 3 days, 14:45:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5847, loss_cls: 7.4868, loss: 7.4868 2025-08-08 06:16:06,820 - pyskl - INFO - Epoch [78][2200/7492] lr: 2.380e-02, eta: 3 days, 14:44:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5778, loss_cls: 7.5180, loss: 7.5180 2025-08-08 06:17:04,019 - pyskl - INFO - Epoch [78][2300/7492] lr: 2.379e-02, eta: 3 days, 14:43:39, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3347, top5_acc: 0.5791, loss_cls: 7.3976, loss: 7.3976 2025-08-08 06:18:01,689 - pyskl - INFO - Epoch [78][2400/7492] lr: 2.379e-02, eta: 3 days, 14:42:42, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5656, loss_cls: 7.6541, loss: 7.6541 2025-08-08 06:18:58,727 - pyskl - INFO - Epoch [78][2500/7492] lr: 2.378e-02, eta: 3 days, 14:41:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5716, loss_cls: 7.5351, loss: 7.5351 2025-08-08 06:19:56,476 - pyskl - INFO - Epoch [78][2600/7492] lr: 2.377e-02, eta: 3 days, 14:40:47, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3194, top5_acc: 0.5797, loss_cls: 7.4358, loss: 7.4358 2025-08-08 06:20:53,684 - pyskl - INFO - Epoch [78][2700/7492] lr: 2.376e-02, eta: 3 days, 14:39:50, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5722, loss_cls: 7.5367, loss: 7.5367 2025-08-08 06:21:50,566 - pyskl - INFO - Epoch [78][2800/7492] lr: 2.376e-02, eta: 3 days, 14:38:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5616, loss_cls: 7.6109, loss: 7.6109 2025-08-08 06:22:47,033 - pyskl - INFO - Epoch [78][2900/7492] lr: 2.375e-02, eta: 3 days, 14:37:54, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5784, loss_cls: 7.4981, loss: 7.4981 2025-08-08 06:23:44,056 - pyskl - INFO - Epoch [78][3000/7492] lr: 2.374e-02, eta: 3 days, 14:36:57, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3116, top5_acc: 0.5719, loss_cls: 7.5661, loss: 7.5661 2025-08-08 06:24:41,096 - pyskl - INFO - Epoch [78][3100/7492] lr: 2.374e-02, eta: 3 days, 14:35:59, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5697, loss_cls: 7.5408, loss: 7.5408 2025-08-08 06:25:38,255 - pyskl - INFO - Epoch [78][3200/7492] lr: 2.373e-02, eta: 3 days, 14:35:01, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5750, loss_cls: 7.5961, loss: 7.5961 2025-08-08 06:26:35,634 - pyskl - INFO - Epoch [78][3300/7492] lr: 2.372e-02, eta: 3 days, 14:34:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3100, top5_acc: 0.5756, loss_cls: 7.5331, loss: 7.5331 2025-08-08 06:27:32,142 - pyskl - INFO - Epoch [78][3400/7492] lr: 2.372e-02, eta: 3 days, 14:33:06, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5747, loss_cls: 7.5148, loss: 7.5148 2025-08-08 06:28:28,620 - pyskl - INFO - Epoch [78][3500/7492] lr: 2.371e-02, eta: 3 days, 14:32:08, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3184, top5_acc: 0.5763, loss_cls: 7.5464, loss: 7.5464 2025-08-08 06:29:27,121 - pyskl - INFO - Epoch [78][3600/7492] lr: 2.370e-02, eta: 3 days, 14:31:12, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3300, top5_acc: 0.5884, loss_cls: 7.4848, loss: 7.4848 2025-08-08 06:30:24,838 - pyskl - INFO - Epoch [78][3700/7492] lr: 2.369e-02, eta: 3 days, 14:30:15, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.5925, loss_cls: 7.3923, loss: 7.3923 2025-08-08 06:31:22,005 - pyskl - INFO - Epoch [78][3800/7492] lr: 2.369e-02, eta: 3 days, 14:29:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5716, loss_cls: 7.4860, loss: 7.4860 2025-08-08 06:32:19,083 - pyskl - INFO - Epoch [78][3900/7492] lr: 2.368e-02, eta: 3 days, 14:28:20, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5628, loss_cls: 7.5957, loss: 7.5957 2025-08-08 06:33:18,102 - pyskl - INFO - Epoch [78][4000/7492] lr: 2.367e-02, eta: 3 days, 14:27:24, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5641, loss_cls: 7.7242, loss: 7.7242 2025-08-08 06:34:15,666 - pyskl - INFO - Epoch [78][4100/7492] lr: 2.367e-02, eta: 3 days, 14:26:27, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3284, top5_acc: 0.5909, loss_cls: 7.4165, loss: 7.4165 2025-08-08 06:35:12,829 - pyskl - INFO - Epoch [78][4200/7492] lr: 2.366e-02, eta: 3 days, 14:25:29, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5684, loss_cls: 7.5542, loss: 7.5542 2025-08-08 06:36:09,406 - pyskl - INFO - Epoch [78][4300/7492] lr: 2.365e-02, eta: 3 days, 14:24:31, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5669, loss_cls: 7.5813, loss: 7.5813 2025-08-08 06:37:06,940 - pyskl - INFO - Epoch [78][4400/7492] lr: 2.365e-02, eta: 3 days, 14:23:34, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5728, loss_cls: 7.5684, loss: 7.5684 2025-08-08 06:38:05,244 - pyskl - INFO - Epoch [78][4500/7492] lr: 2.364e-02, eta: 3 days, 14:22:38, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5687, loss_cls: 7.5454, loss: 7.5454 2025-08-08 06:39:03,323 - pyskl - INFO - Epoch [78][4600/7492] lr: 2.363e-02, eta: 3 days, 14:21:41, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5828, loss_cls: 7.5314, loss: 7.5314 2025-08-08 06:40:00,228 - pyskl - INFO - Epoch [78][4700/7492] lr: 2.363e-02, eta: 3 days, 14:20:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5709, loss_cls: 7.4817, loss: 7.4817 2025-08-08 06:40:58,166 - pyskl - INFO - Epoch [78][4800/7492] lr: 2.362e-02, eta: 3 days, 14:19:47, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5759, loss_cls: 7.4649, loss: 7.4649 2025-08-08 06:41:56,492 - pyskl - INFO - Epoch [78][4900/7492] lr: 2.361e-02, eta: 3 days, 14:18:50, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5766, loss_cls: 7.5282, loss: 7.5282 2025-08-08 06:42:53,496 - pyskl - INFO - Epoch [78][5000/7492] lr: 2.360e-02, eta: 3 days, 14:17:53, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5669, loss_cls: 7.6581, loss: 7.6581 2025-08-08 06:43:50,146 - pyskl - INFO - Epoch [78][5100/7492] lr: 2.360e-02, eta: 3 days, 14:16:55, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5766, loss_cls: 7.4176, loss: 7.4176 2025-08-08 06:44:47,702 - pyskl - INFO - Epoch [78][5200/7492] lr: 2.359e-02, eta: 3 days, 14:15:58, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5713, loss_cls: 7.5101, loss: 7.5101 2025-08-08 06:45:44,936 - pyskl - INFO - Epoch [78][5300/7492] lr: 2.358e-02, eta: 3 days, 14:15:00, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5687, loss_cls: 7.5545, loss: 7.5545 2025-08-08 06:46:43,248 - pyskl - INFO - Epoch [78][5400/7492] lr: 2.358e-02, eta: 3 days, 14:14:04, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5775, loss_cls: 7.4360, loss: 7.4360 2025-08-08 06:47:40,548 - pyskl - INFO - Epoch [78][5500/7492] lr: 2.357e-02, eta: 3 days, 14:13:06, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3278, top5_acc: 0.5856, loss_cls: 7.5604, loss: 7.5604 2025-08-08 06:48:38,325 - pyskl - INFO - Epoch [78][5600/7492] lr: 2.356e-02, eta: 3 days, 14:12:09, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5709, loss_cls: 7.5198, loss: 7.5198 2025-08-08 06:49:35,243 - pyskl - INFO - Epoch [78][5700/7492] lr: 2.356e-02, eta: 3 days, 14:11:12, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5703, loss_cls: 7.4703, loss: 7.4703 2025-08-08 06:50:33,024 - pyskl - INFO - Epoch [78][5800/7492] lr: 2.355e-02, eta: 3 days, 14:10:15, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5772, loss_cls: 7.5209, loss: 7.5209 2025-08-08 06:51:32,108 - pyskl - INFO - Epoch [78][5900/7492] lr: 2.354e-02, eta: 3 days, 14:09:19, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5844, loss_cls: 7.4298, loss: 7.4298 2025-08-08 06:52:29,149 - pyskl - INFO - Epoch [78][6000/7492] lr: 2.353e-02, eta: 3 days, 14:08:22, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3081, top5_acc: 0.5813, loss_cls: 7.5473, loss: 7.5473 2025-08-08 06:53:25,675 - pyskl - INFO - Epoch [78][6100/7492] lr: 2.353e-02, eta: 3 days, 14:07:23, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3128, top5_acc: 0.5797, loss_cls: 7.5000, loss: 7.5000 2025-08-08 06:54:22,213 - pyskl - INFO - Epoch [78][6200/7492] lr: 2.352e-02, eta: 3 days, 14:06:25, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5897, loss_cls: 7.4406, loss: 7.4406 2025-08-08 06:55:19,046 - pyskl - INFO - Epoch [78][6300/7492] lr: 2.351e-02, eta: 3 days, 14:05:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3216, top5_acc: 0.5753, loss_cls: 7.5407, loss: 7.5407 2025-08-08 06:56:15,653 - pyskl - INFO - Epoch [78][6400/7492] lr: 2.351e-02, eta: 3 days, 14:04:30, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5634, loss_cls: 7.5546, loss: 7.5546 2025-08-08 06:57:12,710 - pyskl - INFO - Epoch [78][6500/7492] lr: 2.350e-02, eta: 3 days, 14:03:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5837, loss_cls: 7.4517, loss: 7.4517 2025-08-08 06:58:09,382 - pyskl - INFO - Epoch [78][6600/7492] lr: 2.349e-02, eta: 3 days, 14:02:34, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5778, loss_cls: 7.4556, loss: 7.4556 2025-08-08 06:59:07,199 - pyskl - INFO - Epoch [78][6700/7492] lr: 2.349e-02, eta: 3 days, 14:01:37, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5725, loss_cls: 7.5263, loss: 7.5263 2025-08-08 07:00:04,302 - pyskl - INFO - Epoch [78][6800/7492] lr: 2.348e-02, eta: 3 days, 14:00:40, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5763, loss_cls: 7.5587, loss: 7.5587 2025-08-08 07:01:00,868 - pyskl - INFO - Epoch [78][6900/7492] lr: 2.347e-02, eta: 3 days, 13:59:42, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5791, loss_cls: 7.5923, loss: 7.5923 2025-08-08 07:01:57,998 - pyskl - INFO - Epoch [78][7000/7492] lr: 2.346e-02, eta: 3 days, 13:58:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5653, loss_cls: 7.6278, loss: 7.6278 2025-08-08 07:02:55,022 - pyskl - INFO - Epoch [78][7100/7492] lr: 2.346e-02, eta: 3 days, 13:57:47, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5825, loss_cls: 7.4351, loss: 7.4351 2025-08-08 07:03:51,880 - pyskl - INFO - Epoch [78][7200/7492] lr: 2.345e-02, eta: 3 days, 13:56:49, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5716, loss_cls: 7.6441, loss: 7.6441 2025-08-08 07:04:49,443 - pyskl - INFO - Epoch [78][7300/7492] lr: 2.344e-02, eta: 3 days, 13:55:52, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5694, loss_cls: 7.5046, loss: 7.5046 2025-08-08 07:05:46,452 - pyskl - INFO - Epoch [78][7400/7492] lr: 2.344e-02, eta: 3 days, 13:54:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3216, top5_acc: 0.5766, loss_cls: 7.5200, loss: 7.5200 2025-08-08 07:06:40,473 - pyskl - INFO - Saving checkpoint at 78 epochs 2025-08-08 07:07:29,635 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 07:07:30,315 - pyskl - INFO - top1_acc 0.2777 top5_acc 0.5278 2025-08-08 07:07:30,315 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 07:07:30,358 - pyskl - INFO - mean_acc 0.2774 2025-08-08 07:07:30,371 - pyskl - INFO - Epoch(val) [78][617] top1_acc: 0.2777, top5_acc: 0.5278, mean_class_accuracy: 0.2774 2025-08-08 07:09:02,125 - pyskl - INFO - Epoch [79][100/7492] lr: 2.342e-02, eta: 3 days, 13:52:47, time: 0.917, data_time: 0.337, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5938, loss_cls: 7.4778, loss: 7.4778 2025-08-08 07:09:59,795 - pyskl - INFO - Epoch [79][200/7492] lr: 2.342e-02, eta: 3 days, 13:51:50, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3397, top5_acc: 0.5856, loss_cls: 7.4222, loss: 7.4222 2025-08-08 07:10:57,054 - pyskl - INFO - Epoch [79][300/7492] lr: 2.341e-02, eta: 3 days, 13:50:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5997, loss_cls: 7.3759, loss: 7.3759 2025-08-08 07:11:54,674 - pyskl - INFO - Epoch [79][400/7492] lr: 2.340e-02, eta: 3 days, 13:49:56, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5863, loss_cls: 7.4534, loss: 7.4534 2025-08-08 07:12:51,805 - pyskl - INFO - Epoch [79][500/7492] lr: 2.340e-02, eta: 3 days, 13:48:58, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5656, loss_cls: 7.5334, loss: 7.5334 2025-08-08 07:13:48,684 - pyskl - INFO - Epoch [79][600/7492] lr: 2.339e-02, eta: 3 days, 13:48:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5756, loss_cls: 7.5616, loss: 7.5616 2025-08-08 07:14:45,732 - pyskl - INFO - Epoch [79][700/7492] lr: 2.338e-02, eta: 3 days, 13:47:03, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5913, loss_cls: 7.5542, loss: 7.5542 2025-08-08 07:15:42,873 - pyskl - INFO - Epoch [79][800/7492] lr: 2.337e-02, eta: 3 days, 13:46:05, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3194, top5_acc: 0.5894, loss_cls: 7.4738, loss: 7.4738 2025-08-08 07:16:40,092 - pyskl - INFO - Epoch [79][900/7492] lr: 2.337e-02, eta: 3 days, 13:45:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5828, loss_cls: 7.4980, loss: 7.4980 2025-08-08 07:17:38,035 - pyskl - INFO - Epoch [79][1000/7492] lr: 2.336e-02, eta: 3 days, 13:44:11, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5634, loss_cls: 7.5828, loss: 7.5828 2025-08-08 07:18:34,810 - pyskl - INFO - Epoch [79][1100/7492] lr: 2.335e-02, eta: 3 days, 13:43:13, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5887, loss_cls: 7.4338, loss: 7.4338 2025-08-08 07:19:31,246 - pyskl - INFO - Epoch [79][1200/7492] lr: 2.335e-02, eta: 3 days, 13:42:15, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5763, loss_cls: 7.5297, loss: 7.5297 2025-08-08 07:20:28,525 - pyskl - INFO - Epoch [79][1300/7492] lr: 2.334e-02, eta: 3 days, 13:41:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.5791, loss_cls: 7.4463, loss: 7.4463 2025-08-08 07:21:25,201 - pyskl - INFO - Epoch [79][1400/7492] lr: 2.333e-02, eta: 3 days, 13:40:20, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5853, loss_cls: 7.5192, loss: 7.5192 2025-08-08 07:22:22,443 - pyskl - INFO - Epoch [79][1500/7492] lr: 2.333e-02, eta: 3 days, 13:39:22, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5616, loss_cls: 7.5397, loss: 7.5397 2025-08-08 07:23:19,820 - pyskl - INFO - Epoch [79][1600/7492] lr: 2.332e-02, eta: 3 days, 13:38:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5794, loss_cls: 7.5453, loss: 7.5453 2025-08-08 07:24:16,885 - pyskl - INFO - Epoch [79][1700/7492] lr: 2.331e-02, eta: 3 days, 13:37:28, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3284, top5_acc: 0.5816, loss_cls: 7.5097, loss: 7.5097 2025-08-08 07:25:14,367 - pyskl - INFO - Epoch [79][1800/7492] lr: 2.330e-02, eta: 3 days, 13:36:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5716, loss_cls: 7.5598, loss: 7.5598 2025-08-08 07:26:11,236 - pyskl - INFO - Epoch [79][1900/7492] lr: 2.330e-02, eta: 3 days, 13:35:33, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5847, loss_cls: 7.5051, loss: 7.5051 2025-08-08 07:27:09,743 - pyskl - INFO - Epoch [79][2000/7492] lr: 2.329e-02, eta: 3 days, 13:34:36, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3256, top5_acc: 0.5797, loss_cls: 7.4504, loss: 7.4504 2025-08-08 07:28:07,511 - pyskl - INFO - Epoch [79][2100/7492] lr: 2.328e-02, eta: 3 days, 13:33:40, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.5981, loss_cls: 7.3025, loss: 7.3025 2025-08-08 07:29:04,211 - pyskl - INFO - Epoch [79][2200/7492] lr: 2.328e-02, eta: 3 days, 13:32:42, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5884, loss_cls: 7.4298, loss: 7.4298 2025-08-08 07:30:01,403 - pyskl - INFO - Epoch [79][2300/7492] lr: 2.327e-02, eta: 3 days, 13:31:44, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3184, top5_acc: 0.5750, loss_cls: 7.4758, loss: 7.4758 2025-08-08 07:30:58,218 - pyskl - INFO - Epoch [79][2400/7492] lr: 2.326e-02, eta: 3 days, 13:30:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3156, top5_acc: 0.5725, loss_cls: 7.5842, loss: 7.5842 2025-08-08 07:31:56,473 - pyskl - INFO - Epoch [79][2500/7492] lr: 2.326e-02, eta: 3 days, 13:29:50, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5709, loss_cls: 7.4797, loss: 7.4797 2025-08-08 07:32:55,547 - pyskl - INFO - Epoch [79][2600/7492] lr: 2.325e-02, eta: 3 days, 13:28:54, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.3056, top5_acc: 0.5653, loss_cls: 7.6388, loss: 7.6388 2025-08-08 07:33:53,708 - pyskl - INFO - Epoch [79][2700/7492] lr: 2.324e-02, eta: 3 days, 13:27:58, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3275, top5_acc: 0.5894, loss_cls: 7.4522, loss: 7.4522 2025-08-08 07:34:51,260 - pyskl - INFO - Epoch [79][2800/7492] lr: 2.324e-02, eta: 3 days, 13:27:00, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3147, top5_acc: 0.5650, loss_cls: 7.5042, loss: 7.5042 2025-08-08 07:35:49,312 - pyskl - INFO - Epoch [79][2900/7492] lr: 2.323e-02, eta: 3 days, 13:26:04, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5822, loss_cls: 7.4610, loss: 7.4610 2025-08-08 07:36:47,014 - pyskl - INFO - Epoch [79][3000/7492] lr: 2.322e-02, eta: 3 days, 13:25:07, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5850, loss_cls: 7.4000, loss: 7.4000 2025-08-08 07:37:43,351 - pyskl - INFO - Epoch [79][3100/7492] lr: 2.321e-02, eta: 3 days, 13:24:09, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5656, loss_cls: 7.5429, loss: 7.5429 2025-08-08 07:38:40,156 - pyskl - INFO - Epoch [79][3200/7492] lr: 2.321e-02, eta: 3 days, 13:23:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5778, loss_cls: 7.5451, loss: 7.5451 2025-08-08 07:39:37,363 - pyskl - INFO - Epoch [79][3300/7492] lr: 2.320e-02, eta: 3 days, 13:22:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5922, loss_cls: 7.3818, loss: 7.3818 2025-08-08 07:40:34,668 - pyskl - INFO - Epoch [79][3400/7492] lr: 2.319e-02, eta: 3 days, 13:21:16, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5834, loss_cls: 7.4744, loss: 7.4744 2025-08-08 07:41:32,201 - pyskl - INFO - Epoch [79][3500/7492] lr: 2.319e-02, eta: 3 days, 13:20:19, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5781, loss_cls: 7.4845, loss: 7.4845 2025-08-08 07:42:29,438 - pyskl - INFO - Epoch [79][3600/7492] lr: 2.318e-02, eta: 3 days, 13:19:22, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5700, loss_cls: 7.5483, loss: 7.5483 2025-08-08 07:43:27,280 - pyskl - INFO - Epoch [79][3700/7492] lr: 2.317e-02, eta: 3 days, 13:18:25, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5844, loss_cls: 7.5270, loss: 7.5270 2025-08-08 07:44:24,265 - pyskl - INFO - Epoch [79][3800/7492] lr: 2.317e-02, eta: 3 days, 13:17:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5781, loss_cls: 7.4914, loss: 7.4914 2025-08-08 07:45:22,082 - pyskl - INFO - Epoch [79][3900/7492] lr: 2.316e-02, eta: 3 days, 13:16:30, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.5953, loss_cls: 7.3975, loss: 7.3975 2025-08-08 07:46:19,502 - pyskl - INFO - Epoch [79][4000/7492] lr: 2.315e-02, eta: 3 days, 13:15:33, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5828, loss_cls: 7.3832, loss: 7.3832 2025-08-08 07:47:16,474 - pyskl - INFO - Epoch [79][4100/7492] lr: 2.314e-02, eta: 3 days, 13:14:35, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 7.4390, loss: 7.4390 2025-08-08 07:48:13,931 - pyskl - INFO - Epoch [79][4200/7492] lr: 2.314e-02, eta: 3 days, 13:13:38, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3200, top5_acc: 0.5737, loss_cls: 7.5580, loss: 7.5580 2025-08-08 07:49:12,240 - pyskl - INFO - Epoch [79][4300/7492] lr: 2.313e-02, eta: 3 days, 13:12:42, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5809, loss_cls: 7.5089, loss: 7.5089 2025-08-08 07:50:10,024 - pyskl - INFO - Epoch [79][4400/7492] lr: 2.312e-02, eta: 3 days, 13:11:45, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3256, top5_acc: 0.5881, loss_cls: 7.4703, loss: 7.4703 2025-08-08 07:51:08,141 - pyskl - INFO - Epoch [79][4500/7492] lr: 2.312e-02, eta: 3 days, 13:10:48, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5644, loss_cls: 7.6380, loss: 7.6380 2025-08-08 07:52:04,588 - pyskl - INFO - Epoch [79][4600/7492] lr: 2.311e-02, eta: 3 days, 13:09:50, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5834, loss_cls: 7.4664, loss: 7.4664 2025-08-08 07:53:03,228 - pyskl - INFO - Epoch [79][4700/7492] lr: 2.310e-02, eta: 3 days, 13:08:54, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3216, top5_acc: 0.5834, loss_cls: 7.5273, loss: 7.5273 2025-08-08 07:54:01,880 - pyskl - INFO - Epoch [79][4800/7492] lr: 2.310e-02, eta: 3 days, 13:07:58, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3153, top5_acc: 0.5741, loss_cls: 7.5178, loss: 7.5178 2025-08-08 07:54:59,309 - pyskl - INFO - Epoch [79][4900/7492] lr: 2.309e-02, eta: 3 days, 13:07:00, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5909, loss_cls: 7.3596, loss: 7.3596 2025-08-08 07:55:56,402 - pyskl - INFO - Epoch [79][5000/7492] lr: 2.308e-02, eta: 3 days, 13:06:03, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5803, loss_cls: 7.4803, loss: 7.4803 2025-08-08 07:56:54,862 - pyskl - INFO - Epoch [79][5100/7492] lr: 2.307e-02, eta: 3 days, 13:05:07, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5763, loss_cls: 7.5512, loss: 7.5512 2025-08-08 07:57:52,815 - pyskl - INFO - Epoch [79][5200/7492] lr: 2.307e-02, eta: 3 days, 13:04:10, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5700, loss_cls: 7.5310, loss: 7.5310 2025-08-08 07:58:49,415 - pyskl - INFO - Epoch [79][5300/7492] lr: 2.306e-02, eta: 3 days, 13:03:12, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3047, top5_acc: 0.5678, loss_cls: 7.6367, loss: 7.6367 2025-08-08 07:59:45,959 - pyskl - INFO - Epoch [79][5400/7492] lr: 2.305e-02, eta: 3 days, 13:02:14, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5844, loss_cls: 7.5426, loss: 7.5426 2025-08-08 08:00:42,593 - pyskl - INFO - Epoch [79][5500/7492] lr: 2.305e-02, eta: 3 days, 13:01:16, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5666, loss_cls: 7.5465, loss: 7.5465 2025-08-08 08:01:40,789 - pyskl - INFO - Epoch [79][5600/7492] lr: 2.304e-02, eta: 3 days, 13:00:19, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5763, loss_cls: 7.5051, loss: 7.5051 2025-08-08 08:02:39,729 - pyskl - INFO - Epoch [79][5700/7492] lr: 2.303e-02, eta: 3 days, 12:59:24, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3166, top5_acc: 0.5753, loss_cls: 7.4933, loss: 7.4933 2025-08-08 08:03:38,324 - pyskl - INFO - Epoch [79][5800/7492] lr: 2.303e-02, eta: 3 days, 12:58:27, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3197, top5_acc: 0.5800, loss_cls: 7.5467, loss: 7.5467 2025-08-08 08:04:36,106 - pyskl - INFO - Epoch [79][5900/7492] lr: 2.302e-02, eta: 3 days, 12:57:30, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3144, top5_acc: 0.5700, loss_cls: 7.5786, loss: 7.5786 2025-08-08 08:05:34,192 - pyskl - INFO - Epoch [79][6000/7492] lr: 2.301e-02, eta: 3 days, 12:56:34, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3256, top5_acc: 0.5775, loss_cls: 7.5610, loss: 7.5610 2025-08-08 08:06:30,875 - pyskl - INFO - Epoch [79][6100/7492] lr: 2.301e-02, eta: 3 days, 12:55:36, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5750, loss_cls: 7.5522, loss: 7.5522 2025-08-08 08:07:27,980 - pyskl - INFO - Epoch [79][6200/7492] lr: 2.300e-02, eta: 3 days, 12:54:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5756, loss_cls: 7.5093, loss: 7.5093 2025-08-08 08:08:24,699 - pyskl - INFO - Epoch [79][6300/7492] lr: 2.299e-02, eta: 3 days, 12:53:40, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5844, loss_cls: 7.5119, loss: 7.5119 2025-08-08 08:09:21,864 - pyskl - INFO - Epoch [79][6400/7492] lr: 2.298e-02, eta: 3 days, 12:52:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5844, loss_cls: 7.5231, loss: 7.5231 2025-08-08 08:10:19,425 - pyskl - INFO - Epoch [79][6500/7492] lr: 2.298e-02, eta: 3 days, 12:51:46, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5816, loss_cls: 7.4015, loss: 7.4015 2025-08-08 08:11:17,642 - pyskl - INFO - Epoch [79][6600/7492] lr: 2.297e-02, eta: 3 days, 12:50:49, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5787, loss_cls: 7.5194, loss: 7.5194 2025-08-08 08:12:16,223 - pyskl - INFO - Epoch [79][6700/7492] lr: 2.296e-02, eta: 3 days, 12:49:53, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5722, loss_cls: 7.5814, loss: 7.5814 2025-08-08 08:13:15,144 - pyskl - INFO - Epoch [79][6800/7492] lr: 2.296e-02, eta: 3 days, 12:48:57, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5731, loss_cls: 7.5092, loss: 7.5092 2025-08-08 08:14:12,564 - pyskl - INFO - Epoch [79][6900/7492] lr: 2.295e-02, eta: 3 days, 12:48:00, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3256, top5_acc: 0.5884, loss_cls: 7.3928, loss: 7.3928 2025-08-08 08:15:10,044 - pyskl - INFO - Epoch [79][7000/7492] lr: 2.294e-02, eta: 3 days, 12:47:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5763, loss_cls: 7.5544, loss: 7.5544 2025-08-08 08:16:08,184 - pyskl - INFO - Epoch [79][7100/7492] lr: 2.294e-02, eta: 3 days, 12:46:06, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3041, top5_acc: 0.5625, loss_cls: 7.5370, loss: 7.5370 2025-08-08 08:17:05,951 - pyskl - INFO - Epoch [79][7200/7492] lr: 2.293e-02, eta: 3 days, 12:45:09, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5806, loss_cls: 7.5291, loss: 7.5291 2025-08-08 08:18:03,809 - pyskl - INFO - Epoch [79][7300/7492] lr: 2.292e-02, eta: 3 days, 12:44:12, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5719, loss_cls: 7.5499, loss: 7.5499 2025-08-08 08:19:01,432 - pyskl - INFO - Epoch [79][7400/7492] lr: 2.291e-02, eta: 3 days, 12:43:15, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5734, loss_cls: 7.5417, loss: 7.5417 2025-08-08 08:19:55,282 - pyskl - INFO - Saving checkpoint at 79 epochs 2025-08-08 08:20:43,896 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 08:20:44,571 - pyskl - INFO - top1_acc 0.2939 top5_acc 0.5491 2025-08-08 08:20:44,571 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 08:20:44,622 - pyskl - INFO - mean_acc 0.2934 2025-08-08 08:20:44,689 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_75.pth was removed 2025-08-08 08:20:46,260 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_79.pth. 2025-08-08 08:20:46,261 - pyskl - INFO - Best top1_acc is 0.2939 at 79 epoch. 2025-08-08 08:20:46,274 - pyskl - INFO - Epoch(val) [79][617] top1_acc: 0.2939, top5_acc: 0.5491, mean_class_accuracy: 0.2934 2025-08-08 08:22:17,341 - pyskl - INFO - Epoch [80][100/7492] lr: 2.290e-02, eta: 3 days, 12:41:08, time: 0.911, data_time: 0.335, memory: 11068, top1_acc: 0.3428, top5_acc: 0.6034, loss_cls: 7.3681, loss: 7.3681 2025-08-08 08:23:14,389 - pyskl - INFO - Epoch [80][200/7492] lr: 2.289e-02, eta: 3 days, 12:40:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5806, loss_cls: 7.5199, loss: 7.5199 2025-08-08 08:24:11,257 - pyskl - INFO - Epoch [80][300/7492] lr: 2.289e-02, eta: 3 days, 12:39:13, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.5950, loss_cls: 7.3418, loss: 7.3418 2025-08-08 08:25:08,664 - pyskl - INFO - Epoch [80][400/7492] lr: 2.288e-02, eta: 3 days, 12:38:16, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3075, top5_acc: 0.5663, loss_cls: 7.5841, loss: 7.5841 2025-08-08 08:26:05,796 - pyskl - INFO - Epoch [80][500/7492] lr: 2.287e-02, eta: 3 days, 12:37:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5728, loss_cls: 7.4830, loss: 7.4830 2025-08-08 08:27:02,982 - pyskl - INFO - Epoch [80][600/7492] lr: 2.287e-02, eta: 3 days, 12:36:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5778, loss_cls: 7.5658, loss: 7.5658 2025-08-08 08:28:01,236 - pyskl - INFO - Epoch [80][700/7492] lr: 2.286e-02, eta: 3 days, 12:35:24, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5800, loss_cls: 7.4419, loss: 7.4419 2025-08-08 08:28:58,952 - pyskl - INFO - Epoch [80][800/7492] lr: 2.285e-02, eta: 3 days, 12:34:27, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.6031, loss_cls: 7.3455, loss: 7.3455 2025-08-08 08:29:57,206 - pyskl - INFO - Epoch [80][900/7492] lr: 2.285e-02, eta: 3 days, 12:33:31, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3294, top5_acc: 0.5866, loss_cls: 7.4777, loss: 7.4777 2025-08-08 08:30:54,975 - pyskl - INFO - Epoch [80][1000/7492] lr: 2.284e-02, eta: 3 days, 12:32:34, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5822, loss_cls: 7.5697, loss: 7.5697 2025-08-08 08:31:52,331 - pyskl - INFO - Epoch [80][1100/7492] lr: 2.283e-02, eta: 3 days, 12:31:37, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5941, loss_cls: 7.4558, loss: 7.4558 2025-08-08 08:32:49,907 - pyskl - INFO - Epoch [80][1200/7492] lr: 2.282e-02, eta: 3 days, 12:30:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5766, loss_cls: 7.4782, loss: 7.4782 2025-08-08 08:33:47,443 - pyskl - INFO - Epoch [80][1300/7492] lr: 2.282e-02, eta: 3 days, 12:29:42, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5844, loss_cls: 7.4131, loss: 7.4131 2025-08-08 08:34:44,759 - pyskl - INFO - Epoch [80][1400/7492] lr: 2.281e-02, eta: 3 days, 12:28:45, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5825, loss_cls: 7.4992, loss: 7.4992 2025-08-08 08:35:41,803 - pyskl - INFO - Epoch [80][1500/7492] lr: 2.280e-02, eta: 3 days, 12:27:47, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5863, loss_cls: 7.4293, loss: 7.4293 2025-08-08 08:36:38,504 - pyskl - INFO - Epoch [80][1600/7492] lr: 2.280e-02, eta: 3 days, 12:26:50, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3303, top5_acc: 0.5859, loss_cls: 7.4202, loss: 7.4202 2025-08-08 08:37:35,341 - pyskl - INFO - Epoch [80][1700/7492] lr: 2.279e-02, eta: 3 days, 12:25:52, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3200, top5_acc: 0.5769, loss_cls: 7.4856, loss: 7.4856 2025-08-08 08:38:33,006 - pyskl - INFO - Epoch [80][1800/7492] lr: 2.278e-02, eta: 3 days, 12:24:55, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5887, loss_cls: 7.3383, loss: 7.3383 2025-08-08 08:39:31,508 - pyskl - INFO - Epoch [80][1900/7492] lr: 2.278e-02, eta: 3 days, 12:23:58, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5769, loss_cls: 7.4964, loss: 7.4964 2025-08-08 08:40:29,308 - pyskl - INFO - Epoch [80][2000/7492] lr: 2.277e-02, eta: 3 days, 12:23:02, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3294, top5_acc: 0.5887, loss_cls: 7.3429, loss: 7.3429 2025-08-08 08:41:27,889 - pyskl - INFO - Epoch [80][2100/7492] lr: 2.276e-02, eta: 3 days, 12:22:05, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5694, loss_cls: 7.6092, loss: 7.6092 2025-08-08 08:42:25,062 - pyskl - INFO - Epoch [80][2200/7492] lr: 2.275e-02, eta: 3 days, 12:21:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5828, loss_cls: 7.4450, loss: 7.4450 2025-08-08 08:43:22,445 - pyskl - INFO - Epoch [80][2300/7492] lr: 2.275e-02, eta: 3 days, 12:20:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5869, loss_cls: 7.4434, loss: 7.4434 2025-08-08 08:44:19,243 - pyskl - INFO - Epoch [80][2400/7492] lr: 2.274e-02, eta: 3 days, 12:19:13, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.6062, loss_cls: 7.4128, loss: 7.4128 2025-08-08 08:45:16,085 - pyskl - INFO - Epoch [80][2500/7492] lr: 2.273e-02, eta: 3 days, 12:18:15, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3209, top5_acc: 0.5709, loss_cls: 7.5041, loss: 7.5041 2025-08-08 08:46:13,067 - pyskl - INFO - Epoch [80][2600/7492] lr: 2.273e-02, eta: 3 days, 12:17:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3300, top5_acc: 0.5756, loss_cls: 7.5769, loss: 7.5769 2025-08-08 08:47:09,908 - pyskl - INFO - Epoch [80][2700/7492] lr: 2.272e-02, eta: 3 days, 12:16:20, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5769, loss_cls: 7.5330, loss: 7.5330 2025-08-08 08:48:06,987 - pyskl - INFO - Epoch [80][2800/7492] lr: 2.271e-02, eta: 3 days, 12:15:22, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5647, loss_cls: 7.5683, loss: 7.5683 2025-08-08 08:49:03,790 - pyskl - INFO - Epoch [80][2900/7492] lr: 2.271e-02, eta: 3 days, 12:14:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5684, loss_cls: 7.5909, loss: 7.5909 2025-08-08 08:50:00,580 - pyskl - INFO - Epoch [80][3000/7492] lr: 2.270e-02, eta: 3 days, 12:13:27, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5756, loss_cls: 7.4413, loss: 7.4413 2025-08-08 08:50:57,333 - pyskl - INFO - Epoch [80][3100/7492] lr: 2.269e-02, eta: 3 days, 12:12:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5847, loss_cls: 7.4611, loss: 7.4611 2025-08-08 08:51:54,579 - pyskl - INFO - Epoch [80][3200/7492] lr: 2.269e-02, eta: 3 days, 12:11:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5841, loss_cls: 7.4578, loss: 7.4578 2025-08-08 08:52:52,243 - pyskl - INFO - Epoch [80][3300/7492] lr: 2.268e-02, eta: 3 days, 12:10:34, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5769, loss_cls: 7.4975, loss: 7.4975 2025-08-08 08:53:48,966 - pyskl - INFO - Epoch [80][3400/7492] lr: 2.267e-02, eta: 3 days, 12:09:36, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3378, top5_acc: 0.5928, loss_cls: 7.5161, loss: 7.5161 2025-08-08 08:54:45,812 - pyskl - INFO - Epoch [80][3500/7492] lr: 2.266e-02, eta: 3 days, 12:08:39, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5866, loss_cls: 7.4167, loss: 7.4167 2025-08-08 08:55:43,227 - pyskl - INFO - Epoch [80][3600/7492] lr: 2.266e-02, eta: 3 days, 12:07:41, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5894, loss_cls: 7.4627, loss: 7.4627 2025-08-08 08:56:41,968 - pyskl - INFO - Epoch [80][3700/7492] lr: 2.265e-02, eta: 3 days, 12:06:45, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5953, loss_cls: 7.3454, loss: 7.3454 2025-08-08 08:57:40,540 - pyskl - INFO - Epoch [80][3800/7492] lr: 2.264e-02, eta: 3 days, 12:05:49, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3003, top5_acc: 0.5722, loss_cls: 7.6273, loss: 7.6273 2025-08-08 08:58:38,745 - pyskl - INFO - Epoch [80][3900/7492] lr: 2.264e-02, eta: 3 days, 12:04:53, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5759, loss_cls: 7.4947, loss: 7.4947 2025-08-08 08:59:35,383 - pyskl - INFO - Epoch [80][4000/7492] lr: 2.263e-02, eta: 3 days, 12:03:55, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 7.4315, loss: 7.4315 2025-08-08 09:00:33,781 - pyskl - INFO - Epoch [80][4100/7492] lr: 2.262e-02, eta: 3 days, 12:02:58, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5825, loss_cls: 7.4665, loss: 7.4665 2025-08-08 09:01:31,143 - pyskl - INFO - Epoch [80][4200/7492] lr: 2.262e-02, eta: 3 days, 12:02:01, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3209, top5_acc: 0.5750, loss_cls: 7.4998, loss: 7.4998 2025-08-08 09:02:28,291 - pyskl - INFO - Epoch [80][4300/7492] lr: 2.261e-02, eta: 3 days, 12:01:04, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5828, loss_cls: 7.5090, loss: 7.5090 2025-08-08 09:03:25,039 - pyskl - INFO - Epoch [80][4400/7492] lr: 2.260e-02, eta: 3 days, 12:00:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5850, loss_cls: 7.4992, loss: 7.4992 2025-08-08 09:04:21,893 - pyskl - INFO - Epoch [80][4500/7492] lr: 2.259e-02, eta: 3 days, 11:59:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5844, loss_cls: 7.5137, loss: 7.5137 2025-08-08 09:05:18,404 - pyskl - INFO - Epoch [80][4600/7492] lr: 2.259e-02, eta: 3 days, 11:58:10, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5881, loss_cls: 7.4252, loss: 7.4252 2025-08-08 09:06:15,422 - pyskl - INFO - Epoch [80][4700/7492] lr: 2.258e-02, eta: 3 days, 11:57:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5853, loss_cls: 7.4910, loss: 7.4910 2025-08-08 09:07:12,870 - pyskl - INFO - Epoch [80][4800/7492] lr: 2.257e-02, eta: 3 days, 11:56:15, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5837, loss_cls: 7.5000, loss: 7.5000 2025-08-08 09:08:10,043 - pyskl - INFO - Epoch [80][4900/7492] lr: 2.257e-02, eta: 3 days, 11:55:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5856, loss_cls: 7.4558, loss: 7.4558 2025-08-08 09:09:07,950 - pyskl - INFO - Epoch [80][5000/7492] lr: 2.256e-02, eta: 3 days, 11:54:21, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5844, loss_cls: 7.3960, loss: 7.3960 2025-08-08 09:10:04,641 - pyskl - INFO - Epoch [80][5100/7492] lr: 2.255e-02, eta: 3 days, 11:53:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5672, loss_cls: 7.5106, loss: 7.5106 2025-08-08 09:11:01,866 - pyskl - INFO - Epoch [80][5200/7492] lr: 2.255e-02, eta: 3 days, 11:52:26, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5750, loss_cls: 7.5104, loss: 7.5104 2025-08-08 09:11:58,976 - pyskl - INFO - Epoch [80][5300/7492] lr: 2.254e-02, eta: 3 days, 11:51:28, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3028, top5_acc: 0.5672, loss_cls: 7.5973, loss: 7.5973 2025-08-08 09:12:55,854 - pyskl - INFO - Epoch [80][5400/7492] lr: 2.253e-02, eta: 3 days, 11:50:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5825, loss_cls: 7.5316, loss: 7.5316 2025-08-08 09:13:53,975 - pyskl - INFO - Epoch [80][5500/7492] lr: 2.253e-02, eta: 3 days, 11:49:34, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5731, loss_cls: 7.4870, loss: 7.4870 2025-08-08 09:14:51,045 - pyskl - INFO - Epoch [80][5600/7492] lr: 2.252e-02, eta: 3 days, 11:48:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5797, loss_cls: 7.4748, loss: 7.4748 2025-08-08 09:15:47,976 - pyskl - INFO - Epoch [80][5700/7492] lr: 2.251e-02, eta: 3 days, 11:47:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5887, loss_cls: 7.3819, loss: 7.3819 2025-08-08 09:16:45,270 - pyskl - INFO - Epoch [80][5800/7492] lr: 2.250e-02, eta: 3 days, 11:46:41, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5763, loss_cls: 7.4415, loss: 7.4415 2025-08-08 09:17:42,043 - pyskl - INFO - Epoch [80][5900/7492] lr: 2.250e-02, eta: 3 days, 11:45:43, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5778, loss_cls: 7.4842, loss: 7.4842 2025-08-08 09:18:39,220 - pyskl - INFO - Epoch [80][6000/7492] lr: 2.249e-02, eta: 3 days, 11:44:46, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5819, loss_cls: 7.4915, loss: 7.4915 2025-08-08 09:19:36,184 - pyskl - INFO - Epoch [80][6100/7492] lr: 2.248e-02, eta: 3 days, 11:43:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3300, top5_acc: 0.5828, loss_cls: 7.5319, loss: 7.5319 2025-08-08 09:20:32,740 - pyskl - INFO - Epoch [80][6200/7492] lr: 2.248e-02, eta: 3 days, 11:42:50, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5734, loss_cls: 7.5624, loss: 7.5624 2025-08-08 09:21:30,343 - pyskl - INFO - Epoch [80][6300/7492] lr: 2.247e-02, eta: 3 days, 11:41:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5894, loss_cls: 7.3648, loss: 7.3648 2025-08-08 09:22:28,710 - pyskl - INFO - Epoch [80][6400/7492] lr: 2.246e-02, eta: 3 days, 11:40:57, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5778, loss_cls: 7.4786, loss: 7.4786 2025-08-08 09:23:27,408 - pyskl - INFO - Epoch [80][6500/7492] lr: 2.246e-02, eta: 3 days, 11:40:01, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3216, top5_acc: 0.5791, loss_cls: 7.5354, loss: 7.5354 2025-08-08 09:24:26,086 - pyskl - INFO - Epoch [80][6600/7492] lr: 2.245e-02, eta: 3 days, 11:39:04, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5828, loss_cls: 7.4929, loss: 7.4929 2025-08-08 09:25:22,743 - pyskl - INFO - Epoch [80][6700/7492] lr: 2.244e-02, eta: 3 days, 11:38:07, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5809, loss_cls: 7.4643, loss: 7.4643 2025-08-08 09:26:19,645 - pyskl - INFO - Epoch [80][6800/7492] lr: 2.243e-02, eta: 3 days, 11:37:09, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3078, top5_acc: 0.5700, loss_cls: 7.5015, loss: 7.5015 2025-08-08 09:27:16,338 - pyskl - INFO - Epoch [80][6900/7492] lr: 2.243e-02, eta: 3 days, 11:36:11, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3391, top5_acc: 0.5813, loss_cls: 7.4229, loss: 7.4229 2025-08-08 09:28:13,355 - pyskl - INFO - Epoch [80][7000/7492] lr: 2.242e-02, eta: 3 days, 11:35:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5722, loss_cls: 7.4696, loss: 7.4696 2025-08-08 09:29:10,083 - pyskl - INFO - Epoch [80][7100/7492] lr: 2.241e-02, eta: 3 days, 11:34:16, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3278, top5_acc: 0.5909, loss_cls: 7.4469, loss: 7.4469 2025-08-08 09:30:06,951 - pyskl - INFO - Epoch [80][7200/7492] lr: 2.241e-02, eta: 3 days, 11:33:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3137, top5_acc: 0.5791, loss_cls: 7.5512, loss: 7.5512 2025-08-08 09:31:04,581 - pyskl - INFO - Epoch [80][7300/7492] lr: 2.240e-02, eta: 3 days, 11:32:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5653, loss_cls: 7.5886, loss: 7.5886 2025-08-08 09:32:01,894 - pyskl - INFO - Epoch [80][7400/7492] lr: 2.239e-02, eta: 3 days, 11:31:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3159, top5_acc: 0.5769, loss_cls: 7.5716, loss: 7.5716 2025-08-08 09:32:57,178 - pyskl - INFO - Saving checkpoint at 80 epochs 2025-08-08 09:33:45,665 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 09:33:46,323 - pyskl - INFO - top1_acc 0.2926 top5_acc 0.5383 2025-08-08 09:33:46,323 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 09:33:46,369 - pyskl - INFO - mean_acc 0.2923 2025-08-08 09:33:46,386 - pyskl - INFO - Epoch(val) [80][617] top1_acc: 0.2926, top5_acc: 0.5383, mean_class_accuracy: 0.2923 2025-08-08 09:35:16,322 - pyskl - INFO - Epoch [81][100/7492] lr: 2.238e-02, eta: 3 days, 11:29:16, time: 0.899, data_time: 0.329, memory: 11068, top1_acc: 0.3488, top5_acc: 0.6025, loss_cls: 7.3955, loss: 7.3955 2025-08-08 09:36:13,380 - pyskl - INFO - Epoch [81][200/7492] lr: 2.237e-02, eta: 3 days, 11:28:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5950, loss_cls: 7.4322, loss: 7.4322 2025-08-08 09:37:09,970 - pyskl - INFO - Epoch [81][300/7492] lr: 2.237e-02, eta: 3 days, 11:27:20, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3294, top5_acc: 0.5934, loss_cls: 7.3993, loss: 7.3993 2025-08-08 09:38:06,939 - pyskl - INFO - Epoch [81][400/7492] lr: 2.236e-02, eta: 3 days, 11:26:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5981, loss_cls: 7.3825, loss: 7.3825 2025-08-08 09:39:03,963 - pyskl - INFO - Epoch [81][500/7492] lr: 2.235e-02, eta: 3 days, 11:25:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3284, top5_acc: 0.5875, loss_cls: 7.4093, loss: 7.4093 2025-08-08 09:40:01,086 - pyskl - INFO - Epoch [81][600/7492] lr: 2.235e-02, eta: 3 days, 11:24:28, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5850, loss_cls: 7.3934, loss: 7.3934 2025-08-08 09:40:57,931 - pyskl - INFO - Epoch [81][700/7492] lr: 2.234e-02, eta: 3 days, 11:23:30, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5856, loss_cls: 7.4616, loss: 7.4616 2025-08-08 09:41:54,801 - pyskl - INFO - Epoch [81][800/7492] lr: 2.233e-02, eta: 3 days, 11:22:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5859, loss_cls: 7.4991, loss: 7.4991 2025-08-08 09:42:51,938 - pyskl - INFO - Epoch [81][900/7492] lr: 2.232e-02, eta: 3 days, 11:21:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3391, top5_acc: 0.5769, loss_cls: 7.4276, loss: 7.4276 2025-08-08 09:43:49,479 - pyskl - INFO - Epoch [81][1000/7492] lr: 2.232e-02, eta: 3 days, 11:20:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5941, loss_cls: 7.4041, loss: 7.4041 2025-08-08 09:44:46,486 - pyskl - INFO - Epoch [81][1100/7492] lr: 2.231e-02, eta: 3 days, 11:19:40, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5778, loss_cls: 7.4851, loss: 7.4851 2025-08-08 09:45:44,055 - pyskl - INFO - Epoch [81][1200/7492] lr: 2.230e-02, eta: 3 days, 11:18:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3444, top5_acc: 0.5944, loss_cls: 7.4541, loss: 7.4541 2025-08-08 09:46:40,590 - pyskl - INFO - Epoch [81][1300/7492] lr: 2.230e-02, eta: 3 days, 11:17:45, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5900, loss_cls: 7.4375, loss: 7.4375 2025-08-08 09:47:37,515 - pyskl - INFO - Epoch [81][1400/7492] lr: 2.229e-02, eta: 3 days, 11:16:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3278, top5_acc: 0.5781, loss_cls: 7.4056, loss: 7.4056 2025-08-08 09:48:34,263 - pyskl - INFO - Epoch [81][1500/7492] lr: 2.228e-02, eta: 3 days, 11:15:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5947, loss_cls: 7.3300, loss: 7.3300 2025-08-08 09:49:31,207 - pyskl - INFO - Epoch [81][1600/7492] lr: 2.228e-02, eta: 3 days, 11:14:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5825, loss_cls: 7.5293, loss: 7.5293 2025-08-08 09:50:27,952 - pyskl - INFO - Epoch [81][1700/7492] lr: 2.227e-02, eta: 3 days, 11:13:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5909, loss_cls: 7.3751, loss: 7.3751 2025-08-08 09:51:24,811 - pyskl - INFO - Epoch [81][1800/7492] lr: 2.226e-02, eta: 3 days, 11:12:56, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5938, loss_cls: 7.5141, loss: 7.5141 2025-08-08 09:52:21,860 - pyskl - INFO - Epoch [81][1900/7492] lr: 2.225e-02, eta: 3 days, 11:11:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5803, loss_cls: 7.4952, loss: 7.4952 2025-08-08 09:53:20,029 - pyskl - INFO - Epoch [81][2000/7492] lr: 2.225e-02, eta: 3 days, 11:11:02, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5978, loss_cls: 7.3819, loss: 7.3819 2025-08-08 09:54:17,832 - pyskl - INFO - Epoch [81][2100/7492] lr: 2.224e-02, eta: 3 days, 11:10:05, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3331, top5_acc: 0.5819, loss_cls: 7.4587, loss: 7.4587 2025-08-08 09:55:14,409 - pyskl - INFO - Epoch [81][2200/7492] lr: 2.223e-02, eta: 3 days, 11:09:07, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5803, loss_cls: 7.5418, loss: 7.5418 2025-08-08 09:56:11,101 - pyskl - INFO - Epoch [81][2300/7492] lr: 2.223e-02, eta: 3 days, 11:08:09, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5831, loss_cls: 7.3891, loss: 7.3891 2025-08-08 09:57:08,976 - pyskl - INFO - Epoch [81][2400/7492] lr: 2.222e-02, eta: 3 days, 11:07:12, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5866, loss_cls: 7.4465, loss: 7.4465 2025-08-08 09:58:07,821 - pyskl - INFO - Epoch [81][2500/7492] lr: 2.221e-02, eta: 3 days, 11:06:16, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5856, loss_cls: 7.4596, loss: 7.4596 2025-08-08 09:59:05,544 - pyskl - INFO - Epoch [81][2600/7492] lr: 2.221e-02, eta: 3 days, 11:05:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5687, loss_cls: 7.5648, loss: 7.5648 2025-08-08 10:00:02,799 - pyskl - INFO - Epoch [81][2700/7492] lr: 2.220e-02, eta: 3 days, 11:04:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3072, top5_acc: 0.5684, loss_cls: 7.6150, loss: 7.6150 2025-08-08 10:00:59,505 - pyskl - INFO - Epoch [81][2800/7492] lr: 2.219e-02, eta: 3 days, 11:03:24, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5787, loss_cls: 7.4622, loss: 7.4622 2025-08-08 10:01:56,686 - pyskl - INFO - Epoch [81][2900/7492] lr: 2.219e-02, eta: 3 days, 11:02:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5753, loss_cls: 7.4609, loss: 7.4609 2025-08-08 10:02:53,556 - pyskl - INFO - Epoch [81][3000/7492] lr: 2.218e-02, eta: 3 days, 11:01:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5791, loss_cls: 7.4481, loss: 7.4481 2025-08-08 10:03:50,546 - pyskl - INFO - Epoch [81][3100/7492] lr: 2.217e-02, eta: 3 days, 11:00:31, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5997, loss_cls: 7.3464, loss: 7.3464 2025-08-08 10:04:47,437 - pyskl - INFO - Epoch [81][3200/7492] lr: 2.216e-02, eta: 3 days, 10:59:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6009, loss_cls: 7.3844, loss: 7.3844 2025-08-08 10:05:43,940 - pyskl - INFO - Epoch [81][3300/7492] lr: 2.216e-02, eta: 3 days, 10:58:36, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.6019, loss_cls: 7.3478, loss: 7.3478 2025-08-08 10:06:40,798 - pyskl - INFO - Epoch [81][3400/7492] lr: 2.215e-02, eta: 3 days, 10:57:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3331, top5_acc: 0.5828, loss_cls: 7.4338, loss: 7.4338 2025-08-08 10:07:37,722 - pyskl - INFO - Epoch [81][3500/7492] lr: 2.214e-02, eta: 3 days, 10:56:40, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.5725, loss_cls: 7.4099, loss: 7.4099 2025-08-08 10:08:34,480 - pyskl - INFO - Epoch [81][3600/7492] lr: 2.214e-02, eta: 3 days, 10:55:43, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5906, loss_cls: 7.4416, loss: 7.4416 2025-08-08 10:09:31,643 - pyskl - INFO - Epoch [81][3700/7492] lr: 2.213e-02, eta: 3 days, 10:54:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5831, loss_cls: 7.3787, loss: 7.3787 2025-08-08 10:10:29,439 - pyskl - INFO - Epoch [81][3800/7492] lr: 2.212e-02, eta: 3 days, 10:53:48, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3113, top5_acc: 0.5700, loss_cls: 7.5372, loss: 7.5372 2025-08-08 10:11:26,204 - pyskl - INFO - Epoch [81][3900/7492] lr: 2.212e-02, eta: 3 days, 10:52:50, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3153, top5_acc: 0.5769, loss_cls: 7.4530, loss: 7.4530 2025-08-08 10:12:23,510 - pyskl - INFO - Epoch [81][4000/7492] lr: 2.211e-02, eta: 3 days, 10:51:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5881, loss_cls: 7.4598, loss: 7.4598 2025-08-08 10:13:21,513 - pyskl - INFO - Epoch [81][4100/7492] lr: 2.210e-02, eta: 3 days, 10:50:56, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5806, loss_cls: 7.3978, loss: 7.3978 2025-08-08 10:14:19,144 - pyskl - INFO - Epoch [81][4200/7492] lr: 2.210e-02, eta: 3 days, 10:49:59, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3275, top5_acc: 0.5744, loss_cls: 7.5067, loss: 7.5067 2025-08-08 10:15:16,551 - pyskl - INFO - Epoch [81][4300/7492] lr: 2.209e-02, eta: 3 days, 10:49:02, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5825, loss_cls: 7.5354, loss: 7.5354 2025-08-08 10:16:13,804 - pyskl - INFO - Epoch [81][4400/7492] lr: 2.208e-02, eta: 3 days, 10:48:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5766, loss_cls: 7.4085, loss: 7.4085 2025-08-08 10:17:10,335 - pyskl - INFO - Epoch [81][4500/7492] lr: 2.207e-02, eta: 3 days, 10:47:07, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3175, top5_acc: 0.5713, loss_cls: 7.5413, loss: 7.5413 2025-08-08 10:18:07,549 - pyskl - INFO - Epoch [81][4600/7492] lr: 2.207e-02, eta: 3 days, 10:46:09, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5794, loss_cls: 7.4489, loss: 7.4489 2025-08-08 10:19:04,629 - pyskl - INFO - Epoch [81][4700/7492] lr: 2.206e-02, eta: 3 days, 10:45:12, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5913, loss_cls: 7.4741, loss: 7.4741 2025-08-08 10:20:01,474 - pyskl - INFO - Epoch [81][4800/7492] lr: 2.205e-02, eta: 3 days, 10:44:14, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.5828, loss_cls: 7.4226, loss: 7.4226 2025-08-08 10:20:58,096 - pyskl - INFO - Epoch [81][4900/7492] lr: 2.205e-02, eta: 3 days, 10:43:16, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5844, loss_cls: 7.4043, loss: 7.4043 2025-08-08 10:21:55,317 - pyskl - INFO - Epoch [81][5000/7492] lr: 2.204e-02, eta: 3 days, 10:42:19, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3094, top5_acc: 0.5709, loss_cls: 7.5776, loss: 7.5776 2025-08-08 10:22:52,458 - pyskl - INFO - Epoch [81][5100/7492] lr: 2.203e-02, eta: 3 days, 10:41:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3119, top5_acc: 0.5672, loss_cls: 7.5972, loss: 7.5972 2025-08-08 10:23:48,988 - pyskl - INFO - Epoch [81][5200/7492] lr: 2.203e-02, eta: 3 days, 10:40:23, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5825, loss_cls: 7.4128, loss: 7.4128 2025-08-08 10:24:45,965 - pyskl - INFO - Epoch [81][5300/7492] lr: 2.202e-02, eta: 3 days, 10:39:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3422, top5_acc: 0.5931, loss_cls: 7.3866, loss: 7.3866 2025-08-08 10:25:43,558 - pyskl - INFO - Epoch [81][5400/7492] lr: 2.201e-02, eta: 3 days, 10:38:28, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5903, loss_cls: 7.4546, loss: 7.4546 2025-08-08 10:26:41,058 - pyskl - INFO - Epoch [81][5500/7492] lr: 2.200e-02, eta: 3 days, 10:37:31, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5825, loss_cls: 7.4614, loss: 7.4614 2025-08-08 10:27:38,767 - pyskl - INFO - Epoch [81][5600/7492] lr: 2.200e-02, eta: 3 days, 10:36:34, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3262, top5_acc: 0.5872, loss_cls: 7.4577, loss: 7.4577 2025-08-08 10:28:37,150 - pyskl - INFO - Epoch [81][5700/7492] lr: 2.199e-02, eta: 3 days, 10:35:38, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.5841, loss_cls: 7.5120, loss: 7.5120 2025-08-08 10:29:35,506 - pyskl - INFO - Epoch [81][5800/7492] lr: 2.198e-02, eta: 3 days, 10:34:41, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5775, loss_cls: 7.5103, loss: 7.5103 2025-08-08 10:30:33,921 - pyskl - INFO - Epoch [81][5900/7492] lr: 2.198e-02, eta: 3 days, 10:33:45, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.5906, loss_cls: 7.3847, loss: 7.3847 2025-08-08 10:31:31,857 - pyskl - INFO - Epoch [81][6000/7492] lr: 2.197e-02, eta: 3 days, 10:32:48, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5619, loss_cls: 7.5767, loss: 7.5767 2025-08-08 10:32:29,099 - pyskl - INFO - Epoch [81][6100/7492] lr: 2.196e-02, eta: 3 days, 10:31:51, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5856, loss_cls: 7.4084, loss: 7.4084 2025-08-08 10:33:25,720 - pyskl - INFO - Epoch [81][6200/7492] lr: 2.196e-02, eta: 3 days, 10:30:53, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5819, loss_cls: 7.5152, loss: 7.5152 2025-08-08 10:34:23,272 - pyskl - INFO - Epoch [81][6300/7492] lr: 2.195e-02, eta: 3 days, 10:29:56, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5828, loss_cls: 7.5172, loss: 7.5172 2025-08-08 10:35:20,323 - pyskl - INFO - Epoch [81][6400/7492] lr: 2.194e-02, eta: 3 days, 10:28:58, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3222, top5_acc: 0.5763, loss_cls: 7.4382, loss: 7.4382 2025-08-08 10:36:17,040 - pyskl - INFO - Epoch [81][6500/7492] lr: 2.194e-02, eta: 3 days, 10:28:00, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3147, top5_acc: 0.5703, loss_cls: 7.5481, loss: 7.5481 2025-08-08 10:37:13,776 - pyskl - INFO - Epoch [81][6600/7492] lr: 2.193e-02, eta: 3 days, 10:27:03, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3091, top5_acc: 0.5681, loss_cls: 7.5261, loss: 7.5261 2025-08-08 10:38:10,793 - pyskl - INFO - Epoch [81][6700/7492] lr: 2.192e-02, eta: 3 days, 10:26:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3125, top5_acc: 0.5763, loss_cls: 7.5198, loss: 7.5198 2025-08-08 10:39:08,015 - pyskl - INFO - Epoch [81][6800/7492] lr: 2.191e-02, eta: 3 days, 10:25:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3178, top5_acc: 0.5703, loss_cls: 7.5848, loss: 7.5848 2025-08-08 10:40:05,383 - pyskl - INFO - Epoch [81][6900/7492] lr: 2.191e-02, eta: 3 days, 10:24:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5866, loss_cls: 7.4602, loss: 7.4602 2025-08-08 10:41:03,391 - pyskl - INFO - Epoch [81][7000/7492] lr: 2.190e-02, eta: 3 days, 10:23:14, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3278, top5_acc: 0.5819, loss_cls: 7.4301, loss: 7.4301 2025-08-08 10:42:00,425 - pyskl - INFO - Epoch [81][7100/7492] lr: 2.189e-02, eta: 3 days, 10:22:16, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5766, loss_cls: 7.5228, loss: 7.5228 2025-08-08 10:42:57,373 - pyskl - INFO - Epoch [81][7200/7492] lr: 2.189e-02, eta: 3 days, 10:21:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.5919, loss_cls: 7.4183, loss: 7.4183 2025-08-08 10:43:54,336 - pyskl - INFO - Epoch [81][7300/7492] lr: 2.188e-02, eta: 3 days, 10:20:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5709, loss_cls: 7.5646, loss: 7.5646 2025-08-08 10:44:51,967 - pyskl - INFO - Epoch [81][7400/7492] lr: 2.187e-02, eta: 3 days, 10:19:24, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5684, loss_cls: 7.4898, loss: 7.4898 2025-08-08 10:45:47,592 - pyskl - INFO - Saving checkpoint at 81 epochs 2025-08-08 10:46:35,659 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 10:46:36,330 - pyskl - INFO - top1_acc 0.2980 top5_acc 0.5471 2025-08-08 10:46:36,331 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 10:46:36,373 - pyskl - INFO - mean_acc 0.2976 2025-08-08 10:46:36,437 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_79.pth was removed 2025-08-08 10:46:37,986 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_81.pth. 2025-08-08 10:46:37,989 - pyskl - INFO - Best top1_acc is 0.2980 at 81 epoch. 2025-08-08 10:46:38,010 - pyskl - INFO - Epoch(val) [81][617] top1_acc: 0.2980, top5_acc: 0.5471, mean_class_accuracy: 0.2976 2025-08-08 10:48:07,903 - pyskl - INFO - Epoch [82][100/7492] lr: 2.186e-02, eta: 3 days, 10:17:17, time: 0.899, data_time: 0.326, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5875, loss_cls: 7.3520, loss: 7.3520 2025-08-08 10:49:04,968 - pyskl - INFO - Epoch [82][200/7492] lr: 2.185e-02, eta: 3 days, 10:16:19, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3044, top5_acc: 0.5616, loss_cls: 7.5405, loss: 7.5405 2025-08-08 10:50:01,949 - pyskl - INFO - Epoch [82][300/7492] lr: 2.185e-02, eta: 3 days, 10:15:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.5863, loss_cls: 7.4351, loss: 7.4351 2025-08-08 10:50:58,583 - pyskl - INFO - Epoch [82][400/7492] lr: 2.184e-02, eta: 3 days, 10:14:24, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5859, loss_cls: 7.4822, loss: 7.4822 2025-08-08 10:51:55,800 - pyskl - INFO - Epoch [82][500/7492] lr: 2.183e-02, eta: 3 days, 10:13:26, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5772, loss_cls: 7.4381, loss: 7.4381 2025-08-08 10:52:52,924 - pyskl - INFO - Epoch [82][600/7492] lr: 2.183e-02, eta: 3 days, 10:12:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.6016, loss_cls: 7.3532, loss: 7.3532 2025-08-08 10:53:50,179 - pyskl - INFO - Epoch [82][700/7492] lr: 2.182e-02, eta: 3 days, 10:11:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5837, loss_cls: 7.4616, loss: 7.4616 2025-08-08 10:54:47,016 - pyskl - INFO - Epoch [82][800/7492] lr: 2.181e-02, eta: 3 days, 10:10:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3303, top5_acc: 0.5766, loss_cls: 7.4471, loss: 7.4471 2025-08-08 10:55:43,948 - pyskl - INFO - Epoch [82][900/7492] lr: 2.180e-02, eta: 3 days, 10:09:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5928, loss_cls: 7.4541, loss: 7.4541 2025-08-08 10:56:41,640 - pyskl - INFO - Epoch [82][1000/7492] lr: 2.180e-02, eta: 3 days, 10:08:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5872, loss_cls: 7.4132, loss: 7.4132 2025-08-08 10:57:38,307 - pyskl - INFO - Epoch [82][1100/7492] lr: 2.179e-02, eta: 3 days, 10:07:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.5881, loss_cls: 7.5201, loss: 7.5201 2025-08-08 10:58:34,892 - pyskl - INFO - Epoch [82][1200/7492] lr: 2.178e-02, eta: 3 days, 10:06:43, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3184, top5_acc: 0.5747, loss_cls: 7.4882, loss: 7.4882 2025-08-08 10:59:31,784 - pyskl - INFO - Epoch [82][1300/7492] lr: 2.178e-02, eta: 3 days, 10:05:45, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5938, loss_cls: 7.4221, loss: 7.4221 2025-08-08 11:00:28,712 - pyskl - INFO - Epoch [82][1400/7492] lr: 2.177e-02, eta: 3 days, 10:04:48, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5903, loss_cls: 7.3405, loss: 7.3405 2025-08-08 11:01:25,480 - pyskl - INFO - Epoch [82][1500/7492] lr: 2.176e-02, eta: 3 days, 10:03:50, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5856, loss_cls: 7.4218, loss: 7.4218 2025-08-08 11:02:22,224 - pyskl - INFO - Epoch [82][1600/7492] lr: 2.176e-02, eta: 3 days, 10:02:52, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.6084, loss_cls: 7.2746, loss: 7.2746 2025-08-08 11:03:20,024 - pyskl - INFO - Epoch [82][1700/7492] lr: 2.175e-02, eta: 3 days, 10:01:55, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3300, top5_acc: 0.5772, loss_cls: 7.4530, loss: 7.4530 2025-08-08 11:04:16,803 - pyskl - INFO - Epoch [82][1800/7492] lr: 2.174e-02, eta: 3 days, 10:00:58, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3397, top5_acc: 0.5878, loss_cls: 7.3723, loss: 7.3723 2025-08-08 11:05:13,915 - pyskl - INFO - Epoch [82][1900/7492] lr: 2.174e-02, eta: 3 days, 10:00:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5844, loss_cls: 7.4817, loss: 7.4817 2025-08-08 11:06:10,947 - pyskl - INFO - Epoch [82][2000/7492] lr: 2.173e-02, eta: 3 days, 9:59:02, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5869, loss_cls: 7.3655, loss: 7.3655 2025-08-08 11:07:07,764 - pyskl - INFO - Epoch [82][2100/7492] lr: 2.172e-02, eta: 3 days, 9:58:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5844, loss_cls: 7.5793, loss: 7.5793 2025-08-08 11:08:05,814 - pyskl - INFO - Epoch [82][2200/7492] lr: 2.171e-02, eta: 3 days, 9:57:08, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5878, loss_cls: 7.3879, loss: 7.3879 2025-08-08 11:09:04,168 - pyskl - INFO - Epoch [82][2300/7492] lr: 2.171e-02, eta: 3 days, 9:56:12, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5806, loss_cls: 7.4554, loss: 7.4554 2025-08-08 11:10:01,706 - pyskl - INFO - Epoch [82][2400/7492] lr: 2.170e-02, eta: 3 days, 9:55:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3222, top5_acc: 0.5809, loss_cls: 7.4668, loss: 7.4668 2025-08-08 11:10:58,965 - pyskl - INFO - Epoch [82][2500/7492] lr: 2.169e-02, eta: 3 days, 9:54:17, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5909, loss_cls: 7.4022, loss: 7.4022 2025-08-08 11:11:55,874 - pyskl - INFO - Epoch [82][2600/7492] lr: 2.169e-02, eta: 3 days, 9:53:19, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5900, loss_cls: 7.4325, loss: 7.4325 2025-08-08 11:12:52,667 - pyskl - INFO - Epoch [82][2700/7492] lr: 2.168e-02, eta: 3 days, 9:52:22, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5834, loss_cls: 7.4433, loss: 7.4433 2025-08-08 11:13:49,537 - pyskl - INFO - Epoch [82][2800/7492] lr: 2.167e-02, eta: 3 days, 9:51:24, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5884, loss_cls: 7.4365, loss: 7.4365 2025-08-08 11:14:46,577 - pyskl - INFO - Epoch [82][2900/7492] lr: 2.167e-02, eta: 3 days, 9:50:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5866, loss_cls: 7.4748, loss: 7.4748 2025-08-08 11:15:44,342 - pyskl - INFO - Epoch [82][3000/7492] lr: 2.166e-02, eta: 3 days, 9:49:30, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5916, loss_cls: 7.4665, loss: 7.4665 2025-08-08 11:16:41,443 - pyskl - INFO - Epoch [82][3100/7492] lr: 2.165e-02, eta: 3 days, 9:48:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5713, loss_cls: 7.3966, loss: 7.3966 2025-08-08 11:17:38,306 - pyskl - INFO - Epoch [82][3200/7492] lr: 2.164e-02, eta: 3 days, 9:47:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.6025, loss_cls: 7.3499, loss: 7.3499 2025-08-08 11:18:36,135 - pyskl - INFO - Epoch [82][3300/7492] lr: 2.164e-02, eta: 3 days, 9:46:37, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.5816, loss_cls: 7.4614, loss: 7.4614 2025-08-08 11:19:34,692 - pyskl - INFO - Epoch [82][3400/7492] lr: 2.163e-02, eta: 3 days, 9:45:41, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5722, loss_cls: 7.5645, loss: 7.5645 2025-08-08 11:20:32,447 - pyskl - INFO - Epoch [82][3500/7492] lr: 2.162e-02, eta: 3 days, 9:44:44, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5887, loss_cls: 7.4639, loss: 7.4639 2025-08-08 11:21:28,852 - pyskl - INFO - Epoch [82][3600/7492] lr: 2.162e-02, eta: 3 days, 9:43:46, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.5822, loss_cls: 7.4193, loss: 7.4193 2025-08-08 11:22:25,831 - pyskl - INFO - Epoch [82][3700/7492] lr: 2.161e-02, eta: 3 days, 9:42:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.5928, loss_cls: 7.3862, loss: 7.3862 2025-08-08 11:23:23,199 - pyskl - INFO - Epoch [82][3800/7492] lr: 2.160e-02, eta: 3 days, 9:41:51, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3331, top5_acc: 0.5900, loss_cls: 7.4844, loss: 7.4844 2025-08-08 11:24:19,902 - pyskl - INFO - Epoch [82][3900/7492] lr: 2.160e-02, eta: 3 days, 9:40:53, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5816, loss_cls: 7.4314, loss: 7.4314 2025-08-08 11:25:17,196 - pyskl - INFO - Epoch [82][4000/7492] lr: 2.159e-02, eta: 3 days, 9:39:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5841, loss_cls: 7.4660, loss: 7.4660 2025-08-08 11:26:14,286 - pyskl - INFO - Epoch [82][4100/7492] lr: 2.158e-02, eta: 3 days, 9:38:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5787, loss_cls: 7.4376, loss: 7.4376 2025-08-08 11:27:12,109 - pyskl - INFO - Epoch [82][4200/7492] lr: 2.158e-02, eta: 3 days, 9:38:02, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5984, loss_cls: 7.3928, loss: 7.3928 2025-08-08 11:28:09,185 - pyskl - INFO - Epoch [82][4300/7492] lr: 2.157e-02, eta: 3 days, 9:37:04, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3241, top5_acc: 0.5681, loss_cls: 7.4312, loss: 7.4312 2025-08-08 11:29:06,935 - pyskl - INFO - Epoch [82][4400/7492] lr: 2.156e-02, eta: 3 days, 9:36:07, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5797, loss_cls: 7.3825, loss: 7.3825 2025-08-08 11:30:03,877 - pyskl - INFO - Epoch [82][4500/7492] lr: 2.155e-02, eta: 3 days, 9:35:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3216, top5_acc: 0.5681, loss_cls: 7.4792, loss: 7.4792 2025-08-08 11:31:00,625 - pyskl - INFO - Epoch [82][4600/7492] lr: 2.155e-02, eta: 3 days, 9:34:12, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3134, top5_acc: 0.5756, loss_cls: 7.5683, loss: 7.5683 2025-08-08 11:31:57,697 - pyskl - INFO - Epoch [82][4700/7492] lr: 2.154e-02, eta: 3 days, 9:33:14, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3141, top5_acc: 0.5813, loss_cls: 7.4549, loss: 7.4549 2025-08-08 11:32:54,829 - pyskl - INFO - Epoch [82][4800/7492] lr: 2.153e-02, eta: 3 days, 9:32:17, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5950, loss_cls: 7.4196, loss: 7.4196 2025-08-08 11:33:51,787 - pyskl - INFO - Epoch [82][4900/7492] lr: 2.153e-02, eta: 3 days, 9:31:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5922, loss_cls: 7.4809, loss: 7.4809 2025-08-08 11:34:48,622 - pyskl - INFO - Epoch [82][5000/7492] lr: 2.152e-02, eta: 3 days, 9:30:22, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5781, loss_cls: 7.4881, loss: 7.4881 2025-08-08 11:35:46,015 - pyskl - INFO - Epoch [82][5100/7492] lr: 2.151e-02, eta: 3 days, 9:29:24, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5850, loss_cls: 7.4266, loss: 7.4266 2025-08-08 11:36:43,190 - pyskl - INFO - Epoch [82][5200/7492] lr: 2.151e-02, eta: 3 days, 9:28:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5831, loss_cls: 7.4508, loss: 7.4508 2025-08-08 11:37:40,182 - pyskl - INFO - Epoch [82][5300/7492] lr: 2.150e-02, eta: 3 days, 9:27:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3162, top5_acc: 0.5847, loss_cls: 7.4850, loss: 7.4850 2025-08-08 11:38:37,120 - pyskl - INFO - Epoch [82][5400/7492] lr: 2.149e-02, eta: 3 days, 9:26:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.5900, loss_cls: 7.3396, loss: 7.3396 2025-08-08 11:39:33,961 - pyskl - INFO - Epoch [82][5500/7492] lr: 2.149e-02, eta: 3 days, 9:25:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5856, loss_cls: 7.4692, loss: 7.4692 2025-08-08 11:40:31,267 - pyskl - INFO - Epoch [82][5600/7492] lr: 2.148e-02, eta: 3 days, 9:24:37, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5731, loss_cls: 7.4819, loss: 7.4819 2025-08-08 11:41:28,238 - pyskl - INFO - Epoch [82][5700/7492] lr: 2.147e-02, eta: 3 days, 9:23:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3478, top5_acc: 0.5856, loss_cls: 7.3683, loss: 7.3683 2025-08-08 11:42:25,583 - pyskl - INFO - Epoch [82][5800/7492] lr: 2.147e-02, eta: 3 days, 9:22:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5922, loss_cls: 7.4189, loss: 7.4189 2025-08-08 11:43:22,795 - pyskl - INFO - Epoch [82][5900/7492] lr: 2.146e-02, eta: 3 days, 9:21:44, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5925, loss_cls: 7.3578, loss: 7.3578 2025-08-08 11:44:19,964 - pyskl - INFO - Epoch [82][6000/7492] lr: 2.145e-02, eta: 3 days, 9:20:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5753, loss_cls: 7.4337, loss: 7.4337 2025-08-08 11:45:17,076 - pyskl - INFO - Epoch [82][6100/7492] lr: 2.144e-02, eta: 3 days, 9:19:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 7.4361, loss: 7.4361 2025-08-08 11:46:14,461 - pyskl - INFO - Epoch [82][6200/7492] lr: 2.144e-02, eta: 3 days, 9:18:52, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3262, top5_acc: 0.5794, loss_cls: 7.5124, loss: 7.5124 2025-08-08 11:47:12,249 - pyskl - INFO - Epoch [82][6300/7492] lr: 2.143e-02, eta: 3 days, 9:17:55, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3278, top5_acc: 0.5863, loss_cls: 7.4839, loss: 7.4839 2025-08-08 11:48:10,570 - pyskl - INFO - Epoch [82][6400/7492] lr: 2.142e-02, eta: 3 days, 9:16:59, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5884, loss_cls: 7.3884, loss: 7.3884 2025-08-08 11:49:08,066 - pyskl - INFO - Epoch [82][6500/7492] lr: 2.142e-02, eta: 3 days, 9:16:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5853, loss_cls: 7.5589, loss: 7.5589 2025-08-08 11:50:05,661 - pyskl - INFO - Epoch [82][6600/7492] lr: 2.141e-02, eta: 3 days, 9:15:04, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5878, loss_cls: 7.3986, loss: 7.3986 2025-08-08 11:51:02,460 - pyskl - INFO - Epoch [82][6700/7492] lr: 2.140e-02, eta: 3 days, 9:14:07, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3262, top5_acc: 0.5716, loss_cls: 7.4460, loss: 7.4460 2025-08-08 11:51:59,983 - pyskl - INFO - Epoch [82][6800/7492] lr: 2.140e-02, eta: 3 days, 9:13:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5841, loss_cls: 7.4318, loss: 7.4318 2025-08-08 11:52:56,943 - pyskl - INFO - Epoch [82][6900/7492] lr: 2.139e-02, eta: 3 days, 9:12:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5769, loss_cls: 7.4578, loss: 7.4578 2025-08-08 11:53:54,159 - pyskl - INFO - Epoch [82][7000/7492] lr: 2.138e-02, eta: 3 days, 9:11:15, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5881, loss_cls: 7.4041, loss: 7.4041 2025-08-08 11:54:50,818 - pyskl - INFO - Epoch [82][7100/7492] lr: 2.138e-02, eta: 3 days, 9:10:17, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5875, loss_cls: 7.4925, loss: 7.4925 2025-08-08 11:55:47,592 - pyskl - INFO - Epoch [82][7200/7492] lr: 2.137e-02, eta: 3 days, 9:09:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5922, loss_cls: 7.4108, loss: 7.4108 2025-08-08 11:56:44,479 - pyskl - INFO - Epoch [82][7300/7492] lr: 2.136e-02, eta: 3 days, 9:08:21, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5816, loss_cls: 7.4538, loss: 7.4538 2025-08-08 11:57:40,948 - pyskl - INFO - Epoch [82][7400/7492] lr: 2.135e-02, eta: 3 days, 9:07:23, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5753, loss_cls: 7.4927, loss: 7.4927 2025-08-08 11:58:35,368 - pyskl - INFO - Saving checkpoint at 82 epochs 2025-08-08 11:59:25,217 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 11:59:25,880 - pyskl - INFO - top1_acc 0.2884 top5_acc 0.5425 2025-08-08 11:59:25,881 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 11:59:25,923 - pyskl - INFO - mean_acc 0.2881 2025-08-08 11:59:25,935 - pyskl - INFO - Epoch(val) [82][617] top1_acc: 0.2884, top5_acc: 0.5425, mean_class_accuracy: 0.2881 2025-08-08 12:00:59,678 - pyskl - INFO - Epoch [83][100/7492] lr: 2.134e-02, eta: 3 days, 9:05:20, time: 0.937, data_time: 0.340, memory: 11068, top1_acc: 0.3372, top5_acc: 0.6000, loss_cls: 7.3007, loss: 7.3007 2025-08-08 12:01:57,070 - pyskl - INFO - Epoch [83][200/7492] lr: 2.133e-02, eta: 3 days, 9:04:22, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5947, loss_cls: 7.4130, loss: 7.4130 2025-08-08 12:02:54,154 - pyskl - INFO - Epoch [83][300/7492] lr: 2.133e-02, eta: 3 days, 9:03:25, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3434, top5_acc: 0.6044, loss_cls: 7.3042, loss: 7.3042 2025-08-08 12:03:51,067 - pyskl - INFO - Epoch [83][400/7492] lr: 2.132e-02, eta: 3 days, 9:02:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.5991, loss_cls: 7.3574, loss: 7.3574 2025-08-08 12:04:47,908 - pyskl - INFO - Epoch [83][500/7492] lr: 2.131e-02, eta: 3 days, 9:01:30, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.5909, loss_cls: 7.4782, loss: 7.4782 2025-08-08 12:05:45,753 - pyskl - INFO - Epoch [83][600/7492] lr: 2.131e-02, eta: 3 days, 9:00:33, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5828, loss_cls: 7.4332, loss: 7.4332 2025-08-08 12:06:43,491 - pyskl - INFO - Epoch [83][700/7492] lr: 2.130e-02, eta: 3 days, 8:59:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.6072, loss_cls: 7.3871, loss: 7.3871 2025-08-08 12:07:41,846 - pyskl - INFO - Epoch [83][800/7492] lr: 2.129e-02, eta: 3 days, 8:58:39, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.5928, loss_cls: 7.4330, loss: 7.4330 2025-08-08 12:08:39,293 - pyskl - INFO - Epoch [83][900/7492] lr: 2.129e-02, eta: 3 days, 8:57:42, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 7.4538, loss: 7.4538 2025-08-08 12:09:36,963 - pyskl - INFO - Epoch [83][1000/7492] lr: 2.128e-02, eta: 3 days, 8:56:45, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3284, top5_acc: 0.5884, loss_cls: 7.4365, loss: 7.4365 2025-08-08 12:10:34,896 - pyskl - INFO - Epoch [83][1100/7492] lr: 2.127e-02, eta: 3 days, 8:55:48, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3384, top5_acc: 0.5856, loss_cls: 7.4206, loss: 7.4206 2025-08-08 12:11:31,746 - pyskl - INFO - Epoch [83][1200/7492] lr: 2.127e-02, eta: 3 days, 8:54:51, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3619, top5_acc: 0.6106, loss_cls: 7.2805, loss: 7.2805 2025-08-08 12:12:28,669 - pyskl - INFO - Epoch [83][1300/7492] lr: 2.126e-02, eta: 3 days, 8:53:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.5913, loss_cls: 7.3481, loss: 7.3481 2025-08-08 12:13:26,391 - pyskl - INFO - Epoch [83][1400/7492] lr: 2.125e-02, eta: 3 days, 8:52:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5919, loss_cls: 7.3944, loss: 7.3944 2025-08-08 12:14:23,926 - pyskl - INFO - Epoch [83][1500/7492] lr: 2.124e-02, eta: 3 days, 8:51:59, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5869, loss_cls: 7.3978, loss: 7.3978 2025-08-08 12:15:21,032 - pyskl - INFO - Epoch [83][1600/7492] lr: 2.124e-02, eta: 3 days, 8:51:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5856, loss_cls: 7.3764, loss: 7.3764 2025-08-08 12:16:18,332 - pyskl - INFO - Epoch [83][1700/7492] lr: 2.123e-02, eta: 3 days, 8:50:04, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5728, loss_cls: 7.5131, loss: 7.5131 2025-08-08 12:17:15,398 - pyskl - INFO - Epoch [83][1800/7492] lr: 2.122e-02, eta: 3 days, 8:49:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5753, loss_cls: 7.5223, loss: 7.5223 2025-08-08 12:18:11,740 - pyskl - INFO - Epoch [83][1900/7492] lr: 2.122e-02, eta: 3 days, 8:48:08, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3203, top5_acc: 0.5806, loss_cls: 7.3811, loss: 7.3811 2025-08-08 12:19:09,147 - pyskl - INFO - Epoch [83][2000/7492] lr: 2.121e-02, eta: 3 days, 8:47:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5819, loss_cls: 7.4669, loss: 7.4669 2025-08-08 12:20:06,121 - pyskl - INFO - Epoch [83][2100/7492] lr: 2.120e-02, eta: 3 days, 8:46:14, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3225, top5_acc: 0.5891, loss_cls: 7.4436, loss: 7.4436 2025-08-08 12:21:02,938 - pyskl - INFO - Epoch [83][2200/7492] lr: 2.120e-02, eta: 3 days, 8:45:16, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3275, top5_acc: 0.5850, loss_cls: 7.4271, loss: 7.4271 2025-08-08 12:22:01,673 - pyskl - INFO - Epoch [83][2300/7492] lr: 2.119e-02, eta: 3 days, 8:44:20, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.5881, loss_cls: 7.3793, loss: 7.3793 2025-08-08 12:22:59,517 - pyskl - INFO - Epoch [83][2400/7492] lr: 2.118e-02, eta: 3 days, 8:43:23, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3106, top5_acc: 0.5656, loss_cls: 7.5504, loss: 7.5504 2025-08-08 12:23:56,237 - pyskl - INFO - Epoch [83][2500/7492] lr: 2.118e-02, eta: 3 days, 8:42:25, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3109, top5_acc: 0.5728, loss_cls: 7.5559, loss: 7.5559 2025-08-08 12:24:53,579 - pyskl - INFO - Epoch [83][2600/7492] lr: 2.117e-02, eta: 3 days, 8:41:28, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3209, top5_acc: 0.5722, loss_cls: 7.5996, loss: 7.5996 2025-08-08 12:25:50,871 - pyskl - INFO - Epoch [83][2700/7492] lr: 2.116e-02, eta: 3 days, 8:40:30, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5884, loss_cls: 7.4347, loss: 7.4347 2025-08-08 12:26:47,606 - pyskl - INFO - Epoch [83][2800/7492] lr: 2.115e-02, eta: 3 days, 8:39:33, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3331, top5_acc: 0.5778, loss_cls: 7.5098, loss: 7.5098 2025-08-08 12:27:43,973 - pyskl - INFO - Epoch [83][2900/7492] lr: 2.115e-02, eta: 3 days, 8:38:35, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5884, loss_cls: 7.4723, loss: 7.4723 2025-08-08 12:28:40,941 - pyskl - INFO - Epoch [83][3000/7492] lr: 2.114e-02, eta: 3 days, 8:37:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3278, top5_acc: 0.5881, loss_cls: 7.4087, loss: 7.4087 2025-08-08 12:29:38,284 - pyskl - INFO - Epoch [83][3100/7492] lr: 2.113e-02, eta: 3 days, 8:36:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3331, top5_acc: 0.5916, loss_cls: 7.4973, loss: 7.4973 2025-08-08 12:30:35,049 - pyskl - INFO - Epoch [83][3200/7492] lr: 2.113e-02, eta: 3 days, 8:35:42, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5925, loss_cls: 7.4248, loss: 7.4248 2025-08-08 12:31:32,031 - pyskl - INFO - Epoch [83][3300/7492] lr: 2.112e-02, eta: 3 days, 8:34:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.6053, loss_cls: 7.4284, loss: 7.4284 2025-08-08 12:32:29,918 - pyskl - INFO - Epoch [83][3400/7492] lr: 2.111e-02, eta: 3 days, 8:33:48, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.6100, loss_cls: 7.2984, loss: 7.2984 2025-08-08 12:33:28,431 - pyskl - INFO - Epoch [83][3500/7492] lr: 2.111e-02, eta: 3 days, 8:32:51, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3381, top5_acc: 0.5734, loss_cls: 7.5056, loss: 7.5056 2025-08-08 12:34:26,866 - pyskl - INFO - Epoch [83][3600/7492] lr: 2.110e-02, eta: 3 days, 8:31:55, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.5834, loss_cls: 7.4820, loss: 7.4820 2025-08-08 12:35:23,912 - pyskl - INFO - Epoch [83][3700/7492] lr: 2.109e-02, eta: 3 days, 8:30:57, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5734, loss_cls: 7.5126, loss: 7.5126 2025-08-08 12:36:21,186 - pyskl - INFO - Epoch [83][3800/7492] lr: 2.109e-02, eta: 3 days, 8:30:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3522, top5_acc: 0.6041, loss_cls: 7.3207, loss: 7.3207 2025-08-08 12:37:18,153 - pyskl - INFO - Epoch [83][3900/7492] lr: 2.108e-02, eta: 3 days, 8:29:02, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5853, loss_cls: 7.4235, loss: 7.4235 2025-08-08 12:38:14,759 - pyskl - INFO - Epoch [83][4000/7492] lr: 2.107e-02, eta: 3 days, 8:28:04, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.5822, loss_cls: 7.4305, loss: 7.4305 2025-08-08 12:39:12,515 - pyskl - INFO - Epoch [83][4100/7492] lr: 2.106e-02, eta: 3 days, 8:27:08, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3303, top5_acc: 0.5744, loss_cls: 7.5052, loss: 7.5052 2025-08-08 12:40:09,718 - pyskl - INFO - Epoch [83][4200/7492] lr: 2.106e-02, eta: 3 days, 8:26:10, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.5984, loss_cls: 7.3177, loss: 7.3177 2025-08-08 12:41:06,674 - pyskl - INFO - Epoch [83][4300/7492] lr: 2.105e-02, eta: 3 days, 8:25:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.5938, loss_cls: 7.3784, loss: 7.3784 2025-08-08 12:42:03,512 - pyskl - INFO - Epoch [83][4400/7492] lr: 2.104e-02, eta: 3 days, 8:24:15, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5909, loss_cls: 7.4668, loss: 7.4668 2025-08-08 12:43:01,263 - pyskl - INFO - Epoch [83][4500/7492] lr: 2.104e-02, eta: 3 days, 8:23:18, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5853, loss_cls: 7.3550, loss: 7.3550 2025-08-08 12:43:57,948 - pyskl - INFO - Epoch [83][4600/7492] lr: 2.103e-02, eta: 3 days, 8:22:20, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3122, top5_acc: 0.5687, loss_cls: 7.5020, loss: 7.5020 2025-08-08 12:44:54,939 - pyskl - INFO - Epoch [83][4700/7492] lr: 2.102e-02, eta: 3 days, 8:21:22, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3428, top5_acc: 0.5897, loss_cls: 7.4178, loss: 7.4178 2025-08-08 12:45:51,961 - pyskl - INFO - Epoch [83][4800/7492] lr: 2.102e-02, eta: 3 days, 8:20:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5828, loss_cls: 7.3768, loss: 7.3768 2025-08-08 12:46:49,202 - pyskl - INFO - Epoch [83][4900/7492] lr: 2.101e-02, eta: 3 days, 8:19:28, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3391, top5_acc: 0.5909, loss_cls: 7.4222, loss: 7.4222 2025-08-08 12:47:46,697 - pyskl - INFO - Epoch [83][5000/7492] lr: 2.100e-02, eta: 3 days, 8:18:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3191, top5_acc: 0.5794, loss_cls: 7.5035, loss: 7.5035 2025-08-08 12:48:44,332 - pyskl - INFO - Epoch [83][5100/7492] lr: 2.100e-02, eta: 3 days, 8:17:33, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3262, top5_acc: 0.5856, loss_cls: 7.5162, loss: 7.5162 2025-08-08 12:49:41,699 - pyskl - INFO - Epoch [83][5200/7492] lr: 2.099e-02, eta: 3 days, 8:16:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.6016, loss_cls: 7.2740, loss: 7.2740 2025-08-08 12:50:38,782 - pyskl - INFO - Epoch [83][5300/7492] lr: 2.098e-02, eta: 3 days, 8:15:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5856, loss_cls: 7.3738, loss: 7.3738 2025-08-08 12:51:35,705 - pyskl - INFO - Epoch [83][5400/7492] lr: 2.098e-02, eta: 3 days, 8:14:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5966, loss_cls: 7.4212, loss: 7.4212 2025-08-08 12:52:33,328 - pyskl - INFO - Epoch [83][5500/7492] lr: 2.097e-02, eta: 3 days, 8:13:44, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.5791, loss_cls: 7.4640, loss: 7.4640 2025-08-08 12:53:30,467 - pyskl - INFO - Epoch [83][5600/7492] lr: 2.096e-02, eta: 3 days, 8:12:46, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5859, loss_cls: 7.3638, loss: 7.3638 2025-08-08 12:54:27,110 - pyskl - INFO - Epoch [83][5700/7492] lr: 2.095e-02, eta: 3 days, 8:11:49, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5831, loss_cls: 7.4480, loss: 7.4480 2025-08-08 12:55:24,840 - pyskl - INFO - Epoch [83][5800/7492] lr: 2.095e-02, eta: 3 days, 8:10:52, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3347, top5_acc: 0.5938, loss_cls: 7.3274, loss: 7.3274 2025-08-08 12:56:21,863 - pyskl - INFO - Epoch [83][5900/7492] lr: 2.094e-02, eta: 3 days, 8:09:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5819, loss_cls: 7.4474, loss: 7.4474 2025-08-08 12:57:18,438 - pyskl - INFO - Epoch [83][6000/7492] lr: 2.093e-02, eta: 3 days, 8:08:56, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3294, top5_acc: 0.5837, loss_cls: 7.4265, loss: 7.4265 2025-08-08 12:58:14,763 - pyskl - INFO - Epoch [83][6100/7492] lr: 2.093e-02, eta: 3 days, 8:07:58, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.6009, loss_cls: 7.4036, loss: 7.4036 2025-08-08 12:59:11,448 - pyskl - INFO - Epoch [83][6200/7492] lr: 2.092e-02, eta: 3 days, 8:07:00, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5741, loss_cls: 7.4933, loss: 7.4933 2025-08-08 13:00:10,045 - pyskl - INFO - Epoch [83][6300/7492] lr: 2.091e-02, eta: 3 days, 8:06:04, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5859, loss_cls: 7.4205, loss: 7.4205 2025-08-08 13:01:07,895 - pyskl - INFO - Epoch [83][6400/7492] lr: 2.091e-02, eta: 3 days, 8:05:07, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3222, top5_acc: 0.5897, loss_cls: 7.3942, loss: 7.3942 2025-08-08 13:02:04,929 - pyskl - INFO - Epoch [83][6500/7492] lr: 2.090e-02, eta: 3 days, 8:04:10, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.5962, loss_cls: 7.3427, loss: 7.3427 2025-08-08 13:03:01,954 - pyskl - INFO - Epoch [83][6600/7492] lr: 2.089e-02, eta: 3 days, 8:03:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5787, loss_cls: 7.4721, loss: 7.4721 2025-08-08 13:03:58,251 - pyskl - INFO - Epoch [83][6700/7492] lr: 2.089e-02, eta: 3 days, 8:02:14, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5841, loss_cls: 7.4766, loss: 7.4766 2025-08-08 13:04:54,782 - pyskl - INFO - Epoch [83][6800/7492] lr: 2.088e-02, eta: 3 days, 8:01:16, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5972, loss_cls: 7.4564, loss: 7.4564 2025-08-08 13:05:51,999 - pyskl - INFO - Epoch [83][6900/7492] lr: 2.087e-02, eta: 3 days, 8:00:19, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5931, loss_cls: 7.2941, loss: 7.2941 2025-08-08 13:06:48,826 - pyskl - INFO - Epoch [83][7000/7492] lr: 2.086e-02, eta: 3 days, 7:59:21, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 7.3437, loss: 7.3437 2025-08-08 13:07:46,377 - pyskl - INFO - Epoch [83][7100/7492] lr: 2.086e-02, eta: 3 days, 7:58:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5891, loss_cls: 7.4709, loss: 7.4709 2025-08-08 13:08:44,982 - pyskl - INFO - Epoch [83][7200/7492] lr: 2.085e-02, eta: 3 days, 7:57:27, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5947, loss_cls: 7.3835, loss: 7.3835 2025-08-08 13:09:43,076 - pyskl - INFO - Epoch [83][7300/7492] lr: 2.084e-02, eta: 3 days, 7:56:31, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5900, loss_cls: 7.3718, loss: 7.3718 2025-08-08 13:10:40,544 - pyskl - INFO - Epoch [83][7400/7492] lr: 2.084e-02, eta: 3 days, 7:55:34, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3172, top5_acc: 0.5744, loss_cls: 7.4819, loss: 7.4819 2025-08-08 13:11:34,830 - pyskl - INFO - Saving checkpoint at 83 epochs 2025-08-08 13:12:25,570 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 13:12:26,230 - pyskl - INFO - top1_acc 0.2929 top5_acc 0.5527 2025-08-08 13:12:26,230 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 13:12:26,280 - pyskl - INFO - mean_acc 0.2926 2025-08-08 13:12:26,296 - pyskl - INFO - Epoch(val) [83][617] top1_acc: 0.2929, top5_acc: 0.5527, mean_class_accuracy: 0.2926 2025-08-08 13:13:57,516 - pyskl - INFO - Epoch [84][100/7492] lr: 2.082e-02, eta: 3 days, 7:53:28, time: 0.912, data_time: 0.340, memory: 11068, top1_acc: 0.3550, top5_acc: 0.6122, loss_cls: 7.2155, loss: 7.2155 2025-08-08 13:14:54,162 - pyskl - INFO - Epoch [84][200/7492] lr: 2.082e-02, eta: 3 days, 7:52:31, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3450, top5_acc: 0.6094, loss_cls: 7.1988, loss: 7.1988 2025-08-08 13:15:50,866 - pyskl - INFO - Epoch [84][300/7492] lr: 2.081e-02, eta: 3 days, 7:51:33, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3347, top5_acc: 0.6069, loss_cls: 7.3045, loss: 7.3045 2025-08-08 13:16:48,247 - pyskl - INFO - Epoch [84][400/7492] lr: 2.080e-02, eta: 3 days, 7:50:35, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5969, loss_cls: 7.3415, loss: 7.3415 2025-08-08 13:17:45,089 - pyskl - INFO - Epoch [84][500/7492] lr: 2.080e-02, eta: 3 days, 7:49:38, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3472, top5_acc: 0.6031, loss_cls: 7.2726, loss: 7.2726 2025-08-08 13:18:42,343 - pyskl - INFO - Epoch [84][600/7492] lr: 2.079e-02, eta: 3 days, 7:48:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5903, loss_cls: 7.4270, loss: 7.4270 2025-08-08 13:19:39,983 - pyskl - INFO - Epoch [84][700/7492] lr: 2.078e-02, eta: 3 days, 7:47:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5884, loss_cls: 7.4515, loss: 7.4515 2025-08-08 13:20:37,612 - pyskl - INFO - Epoch [84][800/7492] lr: 2.078e-02, eta: 3 days, 7:46:46, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.6038, loss_cls: 7.2490, loss: 7.2490 2025-08-08 13:21:35,659 - pyskl - INFO - Epoch [84][900/7492] lr: 2.077e-02, eta: 3 days, 7:45:50, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5831, loss_cls: 7.4564, loss: 7.4564 2025-08-08 13:22:34,383 - pyskl - INFO - Epoch [84][1000/7492] lr: 2.076e-02, eta: 3 days, 7:44:53, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 7.3640, loss: 7.3640 2025-08-08 13:23:32,061 - pyskl - INFO - Epoch [84][1100/7492] lr: 2.076e-02, eta: 3 days, 7:43:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5884, loss_cls: 7.4080, loss: 7.4080 2025-08-08 13:24:29,489 - pyskl - INFO - Epoch [84][1200/7492] lr: 2.075e-02, eta: 3 days, 7:42:59, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.6000, loss_cls: 7.4241, loss: 7.4241 2025-08-08 13:25:27,673 - pyskl - INFO - Epoch [84][1300/7492] lr: 2.074e-02, eta: 3 days, 7:42:03, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.5941, loss_cls: 7.3600, loss: 7.3600 2025-08-08 13:26:26,468 - pyskl - INFO - Epoch [84][1400/7492] lr: 2.073e-02, eta: 3 days, 7:41:07, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3294, top5_acc: 0.5994, loss_cls: 7.4110, loss: 7.4110 2025-08-08 13:27:23,281 - pyskl - INFO - Epoch [84][1500/7492] lr: 2.073e-02, eta: 3 days, 7:40:09, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.6034, loss_cls: 7.3393, loss: 7.3393 2025-08-08 13:28:19,806 - pyskl - INFO - Epoch [84][1600/7492] lr: 2.072e-02, eta: 3 days, 7:39:11, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.6053, loss_cls: 7.3184, loss: 7.3184 2025-08-08 13:29:16,914 - pyskl - INFO - Epoch [84][1700/7492] lr: 2.071e-02, eta: 3 days, 7:38:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5894, loss_cls: 7.3674, loss: 7.3674 2025-08-08 13:30:14,102 - pyskl - INFO - Epoch [84][1800/7492] lr: 2.071e-02, eta: 3 days, 7:37:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5894, loss_cls: 7.4189, loss: 7.4189 2025-08-08 13:31:12,336 - pyskl - INFO - Epoch [84][1900/7492] lr: 2.070e-02, eta: 3 days, 7:36:19, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.5878, loss_cls: 7.3673, loss: 7.3673 2025-08-08 13:32:11,083 - pyskl - INFO - Epoch [84][2000/7492] lr: 2.069e-02, eta: 3 days, 7:35:23, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3150, top5_acc: 0.5784, loss_cls: 7.4794, loss: 7.4794 2025-08-08 13:33:09,763 - pyskl - INFO - Epoch [84][2100/7492] lr: 2.069e-02, eta: 3 days, 7:34:27, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5778, loss_cls: 7.4642, loss: 7.4642 2025-08-08 13:34:08,322 - pyskl - INFO - Epoch [84][2200/7492] lr: 2.068e-02, eta: 3 days, 7:33:31, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5928, loss_cls: 7.4128, loss: 7.4128 2025-08-08 13:35:04,896 - pyskl - INFO - Epoch [84][2300/7492] lr: 2.067e-02, eta: 3 days, 7:32:33, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5756, loss_cls: 7.4662, loss: 7.4662 2025-08-08 13:36:02,417 - pyskl - INFO - Epoch [84][2400/7492] lr: 2.067e-02, eta: 3 days, 7:31:36, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3344, top5_acc: 0.5837, loss_cls: 7.4242, loss: 7.4242 2025-08-08 13:36:59,703 - pyskl - INFO - Epoch [84][2500/7492] lr: 2.066e-02, eta: 3 days, 7:30:38, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5913, loss_cls: 7.3753, loss: 7.3753 2025-08-08 13:37:56,295 - pyskl - INFO - Epoch [84][2600/7492] lr: 2.065e-02, eta: 3 days, 7:29:40, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3169, top5_acc: 0.5694, loss_cls: 7.4898, loss: 7.4898 2025-08-08 13:38:53,835 - pyskl - INFO - Epoch [84][2700/7492] lr: 2.064e-02, eta: 3 days, 7:28:43, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3303, top5_acc: 0.5684, loss_cls: 7.4197, loss: 7.4197 2025-08-08 13:39:50,609 - pyskl - INFO - Epoch [84][2800/7492] lr: 2.064e-02, eta: 3 days, 7:27:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3231, top5_acc: 0.5909, loss_cls: 7.4334, loss: 7.4334 2025-08-08 13:40:47,550 - pyskl - INFO - Epoch [84][2900/7492] lr: 2.063e-02, eta: 3 days, 7:26:48, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3256, top5_acc: 0.5925, loss_cls: 7.4588, loss: 7.4588 2025-08-08 13:41:44,813 - pyskl - INFO - Epoch [84][3000/7492] lr: 2.062e-02, eta: 3 days, 7:25:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3438, top5_acc: 0.5956, loss_cls: 7.3548, loss: 7.3548 2025-08-08 13:42:41,718 - pyskl - INFO - Epoch [84][3100/7492] lr: 2.062e-02, eta: 3 days, 7:24:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 7.4367, loss: 7.4367 2025-08-08 13:43:38,636 - pyskl - INFO - Epoch [84][3200/7492] lr: 2.061e-02, eta: 3 days, 7:23:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5766, loss_cls: 7.4912, loss: 7.4912 2025-08-08 13:44:35,563 - pyskl - INFO - Epoch [84][3300/7492] lr: 2.060e-02, eta: 3 days, 7:22:58, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5759, loss_cls: 7.5141, loss: 7.5141 2025-08-08 13:45:33,064 - pyskl - INFO - Epoch [84][3400/7492] lr: 2.060e-02, eta: 3 days, 7:22:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5837, loss_cls: 7.3882, loss: 7.3882 2025-08-08 13:46:29,831 - pyskl - INFO - Epoch [84][3500/7492] lr: 2.059e-02, eta: 3 days, 7:21:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.5947, loss_cls: 7.3909, loss: 7.3909 2025-08-08 13:47:26,850 - pyskl - INFO - Epoch [84][3600/7492] lr: 2.058e-02, eta: 3 days, 7:20:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 7.4598, loss: 7.4598 2025-08-08 13:48:23,658 - pyskl - INFO - Epoch [84][3700/7492] lr: 2.058e-02, eta: 3 days, 7:19:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3331, top5_acc: 0.6062, loss_cls: 7.3358, loss: 7.3358 2025-08-08 13:49:20,998 - pyskl - INFO - Epoch [84][3800/7492] lr: 2.057e-02, eta: 3 days, 7:18:10, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6131, loss_cls: 7.2506, loss: 7.2506 2025-08-08 13:50:17,996 - pyskl - INFO - Epoch [84][3900/7492] lr: 2.056e-02, eta: 3 days, 7:17:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.5988, loss_cls: 7.3224, loss: 7.3224 2025-08-08 13:51:14,943 - pyskl - INFO - Epoch [84][4000/7492] lr: 2.056e-02, eta: 3 days, 7:16:15, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.5791, loss_cls: 7.3574, loss: 7.3574 2025-08-08 13:52:11,902 - pyskl - INFO - Epoch [84][4100/7492] lr: 2.055e-02, eta: 3 days, 7:15:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5900, loss_cls: 7.4670, loss: 7.4670 2025-08-08 13:53:09,337 - pyskl - INFO - Epoch [84][4200/7492] lr: 2.054e-02, eta: 3 days, 7:14:20, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3209, top5_acc: 0.5787, loss_cls: 7.5081, loss: 7.5081 2025-08-08 13:54:06,033 - pyskl - INFO - Epoch [84][4300/7492] lr: 2.053e-02, eta: 3 days, 7:13:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5866, loss_cls: 7.3696, loss: 7.3696 2025-08-08 13:55:04,045 - pyskl - INFO - Epoch [84][4400/7492] lr: 2.053e-02, eta: 3 days, 7:12:26, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.5875, loss_cls: 7.3769, loss: 7.3769 2025-08-08 13:56:01,619 - pyskl - INFO - Epoch [84][4500/7492] lr: 2.052e-02, eta: 3 days, 7:11:29, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5938, loss_cls: 7.3155, loss: 7.3155 2025-08-08 13:56:59,007 - pyskl - INFO - Epoch [84][4600/7492] lr: 2.051e-02, eta: 3 days, 7:10:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3378, top5_acc: 0.5809, loss_cls: 7.4448, loss: 7.4448 2025-08-08 13:57:56,122 - pyskl - INFO - Epoch [84][4700/7492] lr: 2.051e-02, eta: 3 days, 7:09:34, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5809, loss_cls: 7.4341, loss: 7.4341 2025-08-08 13:58:53,093 - pyskl - INFO - Epoch [84][4800/7492] lr: 2.050e-02, eta: 3 days, 7:08:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3222, top5_acc: 0.5806, loss_cls: 7.4645, loss: 7.4645 2025-08-08 13:59:50,148 - pyskl - INFO - Epoch [84][4900/7492] lr: 2.049e-02, eta: 3 days, 7:07:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.6069, loss_cls: 7.3607, loss: 7.3607 2025-08-08 14:00:47,166 - pyskl - INFO - Epoch [84][5000/7492] lr: 2.049e-02, eta: 3 days, 7:06:41, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5944, loss_cls: 7.3981, loss: 7.3981 2025-08-08 14:01:44,136 - pyskl - INFO - Epoch [84][5100/7492] lr: 2.048e-02, eta: 3 days, 7:05:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5916, loss_cls: 7.4706, loss: 7.4706 2025-08-08 14:02:40,953 - pyskl - INFO - Epoch [84][5200/7492] lr: 2.047e-02, eta: 3 days, 7:04:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5950, loss_cls: 7.4572, loss: 7.4572 2025-08-08 14:03:37,644 - pyskl - INFO - Epoch [84][5300/7492] lr: 2.047e-02, eta: 3 days, 7:03:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3284, top5_acc: 0.5778, loss_cls: 7.4943, loss: 7.4943 2025-08-08 14:04:34,122 - pyskl - INFO - Epoch [84][5400/7492] lr: 2.046e-02, eta: 3 days, 7:02:50, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3556, top5_acc: 0.5881, loss_cls: 7.2600, loss: 7.2600 2025-08-08 14:05:30,979 - pyskl - INFO - Epoch [84][5500/7492] lr: 2.045e-02, eta: 3 days, 7:01:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5878, loss_cls: 7.5304, loss: 7.5304 2025-08-08 14:06:28,191 - pyskl - INFO - Epoch [84][5600/7492] lr: 2.045e-02, eta: 3 days, 7:00:55, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3412, top5_acc: 0.5928, loss_cls: 7.3516, loss: 7.3516 2025-08-08 14:07:25,178 - pyskl - INFO - Epoch [84][5700/7492] lr: 2.044e-02, eta: 3 days, 6:59:58, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5869, loss_cls: 7.4506, loss: 7.4506 2025-08-08 14:08:22,314 - pyskl - INFO - Epoch [84][5800/7492] lr: 2.043e-02, eta: 3 days, 6:59:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5906, loss_cls: 7.4143, loss: 7.4143 2025-08-08 14:09:19,812 - pyskl - INFO - Epoch [84][5900/7492] lr: 2.042e-02, eta: 3 days, 6:58:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5822, loss_cls: 7.3967, loss: 7.3967 2025-08-08 14:10:16,762 - pyskl - INFO - Epoch [84][6000/7492] lr: 2.042e-02, eta: 3 days, 6:57:06, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5794, loss_cls: 7.4454, loss: 7.4454 2025-08-08 14:11:13,532 - pyskl - INFO - Epoch [84][6100/7492] lr: 2.041e-02, eta: 3 days, 6:56:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3434, top5_acc: 0.5991, loss_cls: 7.3899, loss: 7.3899 2025-08-08 14:12:11,457 - pyskl - INFO - Epoch [84][6200/7492] lr: 2.040e-02, eta: 3 days, 6:55:11, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5800, loss_cls: 7.4146, loss: 7.4146 2025-08-08 14:13:08,797 - pyskl - INFO - Epoch [84][6300/7492] lr: 2.040e-02, eta: 3 days, 6:54:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5856, loss_cls: 7.3442, loss: 7.3442 2025-08-08 14:14:05,636 - pyskl - INFO - Epoch [84][6400/7492] lr: 2.039e-02, eta: 3 days, 6:53:16, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.5837, loss_cls: 7.5091, loss: 7.5091 2025-08-08 14:15:03,302 - pyskl - INFO - Epoch [84][6500/7492] lr: 2.038e-02, eta: 3 days, 6:52:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.5975, loss_cls: 7.2894, loss: 7.2894 2025-08-08 14:16:01,180 - pyskl - INFO - Epoch [84][6600/7492] lr: 2.038e-02, eta: 3 days, 6:51:22, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5856, loss_cls: 7.5064, loss: 7.5064 2025-08-08 14:16:57,939 - pyskl - INFO - Epoch [84][6700/7492] lr: 2.037e-02, eta: 3 days, 6:50:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5938, loss_cls: 7.3493, loss: 7.3493 2025-08-08 14:17:55,148 - pyskl - INFO - Epoch [84][6800/7492] lr: 2.036e-02, eta: 3 days, 6:49:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5919, loss_cls: 7.4832, loss: 7.4832 2025-08-08 14:18:52,666 - pyskl - INFO - Epoch [84][6900/7492] lr: 2.036e-02, eta: 3 days, 6:48:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.5869, loss_cls: 7.3423, loss: 7.3423 2025-08-08 14:19:49,608 - pyskl - INFO - Epoch [84][7000/7492] lr: 2.035e-02, eta: 3 days, 6:47:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5750, loss_cls: 7.4749, loss: 7.4749 2025-08-08 14:20:47,246 - pyskl - INFO - Epoch [84][7100/7492] lr: 2.034e-02, eta: 3 days, 6:46:35, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5859, loss_cls: 7.4203, loss: 7.4203 2025-08-08 14:21:45,623 - pyskl - INFO - Epoch [84][7200/7492] lr: 2.034e-02, eta: 3 days, 6:45:39, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5841, loss_cls: 7.4112, loss: 7.4112 2025-08-08 14:22:42,497 - pyskl - INFO - Epoch [84][7300/7492] lr: 2.033e-02, eta: 3 days, 6:44:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.6044, loss_cls: 7.2800, loss: 7.2800 2025-08-08 14:23:39,478 - pyskl - INFO - Epoch [84][7400/7492] lr: 2.032e-02, eta: 3 days, 6:43:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5853, loss_cls: 7.3376, loss: 7.3376 2025-08-08 14:24:33,528 - pyskl - INFO - Saving checkpoint at 84 epochs 2025-08-08 14:25:22,145 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 14:25:22,807 - pyskl - INFO - top1_acc 0.2935 top5_acc 0.5430 2025-08-08 14:25:22,807 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 14:25:22,851 - pyskl - INFO - mean_acc 0.2932 2025-08-08 14:25:22,864 - pyskl - INFO - Epoch(val) [84][617] top1_acc: 0.2935, top5_acc: 0.5430, mean_class_accuracy: 0.2932 2025-08-08 14:26:55,032 - pyskl - INFO - Epoch [85][100/7492] lr: 2.031e-02, eta: 3 days, 6:41:40, time: 0.922, data_time: 0.327, memory: 11068, top1_acc: 0.3394, top5_acc: 0.6003, loss_cls: 7.3286, loss: 7.3286 2025-08-08 14:27:52,063 - pyskl - INFO - Epoch [85][200/7492] lr: 2.030e-02, eta: 3 days, 6:40:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.5925, loss_cls: 7.3770, loss: 7.3770 2025-08-08 14:28:48,788 - pyskl - INFO - Epoch [85][300/7492] lr: 2.029e-02, eta: 3 days, 6:39:44, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5894, loss_cls: 7.4223, loss: 7.4223 2025-08-08 14:29:46,278 - pyskl - INFO - Epoch [85][400/7492] lr: 2.029e-02, eta: 3 days, 6:38:47, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6094, loss_cls: 7.3410, loss: 7.3410 2025-08-08 14:30:43,128 - pyskl - INFO - Epoch [85][500/7492] lr: 2.028e-02, eta: 3 days, 6:37:49, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.6034, loss_cls: 7.3919, loss: 7.3919 2025-08-08 14:31:40,408 - pyskl - INFO - Epoch [85][600/7492] lr: 2.027e-02, eta: 3 days, 6:36:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3438, top5_acc: 0.5966, loss_cls: 7.4125, loss: 7.4125 2025-08-08 14:32:36,849 - pyskl - INFO - Epoch [85][700/7492] lr: 2.027e-02, eta: 3 days, 6:35:54, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3572, top5_acc: 0.6241, loss_cls: 7.2065, loss: 7.2065 2025-08-08 14:33:33,465 - pyskl - INFO - Epoch [85][800/7492] lr: 2.026e-02, eta: 3 days, 6:34:56, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5872, loss_cls: 7.3700, loss: 7.3700 2025-08-08 14:34:30,121 - pyskl - INFO - Epoch [85][900/7492] lr: 2.025e-02, eta: 3 days, 6:33:58, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.5956, loss_cls: 7.3369, loss: 7.3369 2025-08-08 14:35:26,840 - pyskl - INFO - Epoch [85][1000/7492] lr: 2.025e-02, eta: 3 days, 6:33:01, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5900, loss_cls: 7.3549, loss: 7.3549 2025-08-08 14:36:23,683 - pyskl - INFO - Epoch [85][1100/7492] lr: 2.024e-02, eta: 3 days, 6:32:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3322, top5_acc: 0.5894, loss_cls: 7.4113, loss: 7.4113 2025-08-08 14:37:20,598 - pyskl - INFO - Epoch [85][1200/7492] lr: 2.023e-02, eta: 3 days, 6:31:05, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3331, top5_acc: 0.5837, loss_cls: 7.3966, loss: 7.3966 2025-08-08 14:38:17,724 - pyskl - INFO - Epoch [85][1300/7492] lr: 2.023e-02, eta: 3 days, 6:30:08, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.5878, loss_cls: 7.3486, loss: 7.3486 2025-08-08 14:39:14,667 - pyskl - INFO - Epoch [85][1400/7492] lr: 2.022e-02, eta: 3 days, 6:29:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6088, loss_cls: 7.2813, loss: 7.2813 2025-08-08 14:40:11,246 - pyskl - INFO - Epoch [85][1500/7492] lr: 2.021e-02, eta: 3 days, 6:28:13, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5934, loss_cls: 7.3905, loss: 7.3905 2025-08-08 14:41:08,312 - pyskl - INFO - Epoch [85][1600/7492] lr: 2.021e-02, eta: 3 days, 6:27:15, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5872, loss_cls: 7.3676, loss: 7.3676 2025-08-08 14:42:05,903 - pyskl - INFO - Epoch [85][1700/7492] lr: 2.020e-02, eta: 3 days, 6:26:18, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 7.3052, loss: 7.3052 2025-08-08 14:43:02,988 - pyskl - INFO - Epoch [85][1800/7492] lr: 2.019e-02, eta: 3 days, 6:25:20, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3287, top5_acc: 0.5841, loss_cls: 7.4560, loss: 7.4560 2025-08-08 14:44:00,121 - pyskl - INFO - Epoch [85][1900/7492] lr: 2.019e-02, eta: 3 days, 6:24:23, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5894, loss_cls: 7.4111, loss: 7.4111 2025-08-08 14:44:57,162 - pyskl - INFO - Epoch [85][2000/7492] lr: 2.018e-02, eta: 3 days, 6:23:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3331, top5_acc: 0.5859, loss_cls: 7.4863, loss: 7.4863 2025-08-08 14:45:53,913 - pyskl - INFO - Epoch [85][2100/7492] lr: 2.017e-02, eta: 3 days, 6:22:28, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5962, loss_cls: 7.3380, loss: 7.3380 2025-08-08 14:46:50,874 - pyskl - INFO - Epoch [85][2200/7492] lr: 2.016e-02, eta: 3 days, 6:21:30, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5737, loss_cls: 7.3254, loss: 7.3254 2025-08-08 14:47:47,749 - pyskl - INFO - Epoch [85][2300/7492] lr: 2.016e-02, eta: 3 days, 6:20:33, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5844, loss_cls: 7.3744, loss: 7.3744 2025-08-08 14:48:44,524 - pyskl - INFO - Epoch [85][2400/7492] lr: 2.015e-02, eta: 3 days, 6:19:35, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6059, loss_cls: 7.2850, loss: 7.2850 2025-08-08 14:49:42,806 - pyskl - INFO - Epoch [85][2500/7492] lr: 2.014e-02, eta: 3 days, 6:18:38, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3219, top5_acc: 0.5819, loss_cls: 7.4952, loss: 7.4952 2025-08-08 14:50:40,511 - pyskl - INFO - Epoch [85][2600/7492] lr: 2.014e-02, eta: 3 days, 6:17:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3450, top5_acc: 0.6003, loss_cls: 7.3454, loss: 7.3454 2025-08-08 14:51:37,566 - pyskl - INFO - Epoch [85][2700/7492] lr: 2.013e-02, eta: 3 days, 6:16:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5969, loss_cls: 7.3543, loss: 7.3543 2025-08-08 14:52:35,229 - pyskl - INFO - Epoch [85][2800/7492] lr: 2.012e-02, eta: 3 days, 6:15:47, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.5953, loss_cls: 7.2753, loss: 7.2753 2025-08-08 14:53:32,217 - pyskl - INFO - Epoch [85][2900/7492] lr: 2.012e-02, eta: 3 days, 6:14:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.5903, loss_cls: 7.3836, loss: 7.3836 2025-08-08 14:54:28,992 - pyskl - INFO - Epoch [85][3000/7492] lr: 2.011e-02, eta: 3 days, 6:13:52, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3284, top5_acc: 0.5837, loss_cls: 7.4226, loss: 7.4226 2025-08-08 14:55:25,928 - pyskl - INFO - Epoch [85][3100/7492] lr: 2.010e-02, eta: 3 days, 6:12:54, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5878, loss_cls: 7.3796, loss: 7.3796 2025-08-08 14:56:22,763 - pyskl - INFO - Epoch [85][3200/7492] lr: 2.010e-02, eta: 3 days, 6:11:56, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5791, loss_cls: 7.4879, loss: 7.4879 2025-08-08 14:57:19,983 - pyskl - INFO - Epoch [85][3300/7492] lr: 2.009e-02, eta: 3 days, 6:10:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3378, top5_acc: 0.6012, loss_cls: 7.4108, loss: 7.4108 2025-08-08 14:58:16,726 - pyskl - INFO - Epoch [85][3400/7492] lr: 2.008e-02, eta: 3 days, 6:10:01, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3378, top5_acc: 0.6056, loss_cls: 7.4198, loss: 7.4198 2025-08-08 14:59:13,714 - pyskl - INFO - Epoch [85][3500/7492] lr: 2.008e-02, eta: 3 days, 6:09:04, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.5797, loss_cls: 7.5259, loss: 7.5259 2025-08-08 15:00:10,891 - pyskl - INFO - Epoch [85][3600/7492] lr: 2.007e-02, eta: 3 days, 6:08:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5834, loss_cls: 7.4655, loss: 7.4655 2025-08-08 15:01:07,547 - pyskl - INFO - Epoch [85][3700/7492] lr: 2.006e-02, eta: 3 days, 6:07:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3422, top5_acc: 0.5941, loss_cls: 7.3908, loss: 7.3908 2025-08-08 15:02:04,833 - pyskl - INFO - Epoch [85][3800/7492] lr: 2.005e-02, eta: 3 days, 6:06:11, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5806, loss_cls: 7.3410, loss: 7.3410 2025-08-08 15:03:02,659 - pyskl - INFO - Epoch [85][3900/7492] lr: 2.005e-02, eta: 3 days, 6:05:14, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3187, top5_acc: 0.5784, loss_cls: 7.4740, loss: 7.4740 2025-08-08 15:03:59,114 - pyskl - INFO - Epoch [85][4000/7492] lr: 2.004e-02, eta: 3 days, 6:04:16, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3284, top5_acc: 0.5784, loss_cls: 7.5032, loss: 7.5032 2025-08-08 15:04:55,681 - pyskl - INFO - Epoch [85][4100/7492] lr: 2.003e-02, eta: 3 days, 6:03:18, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.5913, loss_cls: 7.3457, loss: 7.3457 2025-08-08 15:05:53,205 - pyskl - INFO - Epoch [85][4200/7492] lr: 2.003e-02, eta: 3 days, 6:02:21, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5931, loss_cls: 7.4061, loss: 7.4061 2025-08-08 15:06:50,620 - pyskl - INFO - Epoch [85][4300/7492] lr: 2.002e-02, eta: 3 days, 6:01:24, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5881, loss_cls: 7.4297, loss: 7.4297 2025-08-08 15:07:47,521 - pyskl - INFO - Epoch [85][4400/7492] lr: 2.001e-02, eta: 3 days, 6:00:26, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5794, loss_cls: 7.4202, loss: 7.4202 2025-08-08 15:08:44,446 - pyskl - INFO - Epoch [85][4500/7492] lr: 2.001e-02, eta: 3 days, 5:59:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5997, loss_cls: 7.3328, loss: 7.3328 2025-08-08 15:09:40,900 - pyskl - INFO - Epoch [85][4600/7492] lr: 2.000e-02, eta: 3 days, 5:58:31, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5847, loss_cls: 7.4591, loss: 7.4591 2025-08-08 15:10:37,959 - pyskl - INFO - Epoch [85][4700/7492] lr: 1.999e-02, eta: 3 days, 5:57:33, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3300, top5_acc: 0.6000, loss_cls: 7.3227, loss: 7.3227 2025-08-08 15:11:35,035 - pyskl - INFO - Epoch [85][4800/7492] lr: 1.999e-02, eta: 3 days, 5:56:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5891, loss_cls: 7.3491, loss: 7.3491 2025-08-08 15:12:32,680 - pyskl - INFO - Epoch [85][4900/7492] lr: 1.998e-02, eta: 3 days, 5:55:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.6025, loss_cls: 7.3286, loss: 7.3286 2025-08-08 15:13:29,819 - pyskl - INFO - Epoch [85][5000/7492] lr: 1.997e-02, eta: 3 days, 5:54:41, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5994, loss_cls: 7.3748, loss: 7.3748 2025-08-08 15:14:27,014 - pyskl - INFO - Epoch [85][5100/7492] lr: 1.997e-02, eta: 3 days, 5:53:44, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.5866, loss_cls: 7.3704, loss: 7.3704 2025-08-08 15:15:24,060 - pyskl - INFO - Epoch [85][5200/7492] lr: 1.996e-02, eta: 3 days, 5:52:47, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3488, top5_acc: 0.5947, loss_cls: 7.3710, loss: 7.3710 2025-08-08 15:16:21,770 - pyskl - INFO - Epoch [85][5300/7492] lr: 1.995e-02, eta: 3 days, 5:51:50, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5813, loss_cls: 7.4174, loss: 7.4174 2025-08-08 15:17:18,245 - pyskl - INFO - Epoch [85][5400/7492] lr: 1.995e-02, eta: 3 days, 5:50:52, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5856, loss_cls: 7.3475, loss: 7.3475 2025-08-08 15:18:15,267 - pyskl - INFO - Epoch [85][5500/7492] lr: 1.994e-02, eta: 3 days, 5:49:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3303, top5_acc: 0.5903, loss_cls: 7.4423, loss: 7.4423 2025-08-08 15:19:12,154 - pyskl - INFO - Epoch [85][5600/7492] lr: 1.993e-02, eta: 3 days, 5:48:56, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3509, top5_acc: 0.6066, loss_cls: 7.2639, loss: 7.2639 2025-08-08 15:20:09,244 - pyskl - INFO - Epoch [85][5700/7492] lr: 1.992e-02, eta: 3 days, 5:47:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5813, loss_cls: 7.5010, loss: 7.5010 2025-08-08 15:21:06,036 - pyskl - INFO - Epoch [85][5800/7492] lr: 1.992e-02, eta: 3 days, 5:47:01, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.5931, loss_cls: 7.3533, loss: 7.3533 2025-08-08 15:22:02,723 - pyskl - INFO - Epoch [85][5900/7492] lr: 1.991e-02, eta: 3 days, 5:46:04, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.6022, loss_cls: 7.3690, loss: 7.3690 2025-08-08 15:22:59,501 - pyskl - INFO - Epoch [85][6000/7492] lr: 1.990e-02, eta: 3 days, 5:45:06, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.5894, loss_cls: 7.3631, loss: 7.3631 2025-08-08 15:23:56,267 - pyskl - INFO - Epoch [85][6100/7492] lr: 1.990e-02, eta: 3 days, 5:44:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 7.3763, loss: 7.3763 2025-08-08 15:24:53,370 - pyskl - INFO - Epoch [85][6200/7492] lr: 1.989e-02, eta: 3 days, 5:43:11, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.6019, loss_cls: 7.3617, loss: 7.3617 2025-08-08 15:25:50,470 - pyskl - INFO - Epoch [85][6300/7492] lr: 1.988e-02, eta: 3 days, 5:42:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.5988, loss_cls: 7.3101, loss: 7.3101 2025-08-08 15:26:47,593 - pyskl - INFO - Epoch [85][6400/7492] lr: 1.988e-02, eta: 3 days, 5:41:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5913, loss_cls: 7.4139, loss: 7.4139 2025-08-08 15:27:44,702 - pyskl - INFO - Epoch [85][6500/7492] lr: 1.987e-02, eta: 3 days, 5:40:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3378, top5_acc: 0.5909, loss_cls: 7.3649, loss: 7.3649 2025-08-08 15:28:41,186 - pyskl - INFO - Epoch [85][6600/7492] lr: 1.986e-02, eta: 3 days, 5:39:20, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3181, top5_acc: 0.5719, loss_cls: 7.5622, loss: 7.5622 2025-08-08 15:29:39,177 - pyskl - INFO - Epoch [85][6700/7492] lr: 1.986e-02, eta: 3 days, 5:38:24, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.5916, loss_cls: 7.3615, loss: 7.3615 2025-08-08 15:30:37,664 - pyskl - INFO - Epoch [85][6800/7492] lr: 1.985e-02, eta: 3 days, 5:37:27, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3391, top5_acc: 0.5891, loss_cls: 7.4063, loss: 7.4063 2025-08-08 15:31:35,191 - pyskl - INFO - Epoch [85][6900/7492] lr: 1.984e-02, eta: 3 days, 5:36:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5794, loss_cls: 7.3523, loss: 7.3523 2025-08-08 15:32:32,235 - pyskl - INFO - Epoch [85][7000/7492] lr: 1.984e-02, eta: 3 days, 5:35:33, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5784, loss_cls: 7.4213, loss: 7.4213 2025-08-08 15:33:29,388 - pyskl - INFO - Epoch [85][7100/7492] lr: 1.983e-02, eta: 3 days, 5:34:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3488, top5_acc: 0.5994, loss_cls: 7.2965, loss: 7.2965 2025-08-08 15:34:26,109 - pyskl - INFO - Epoch [85][7200/7492] lr: 1.982e-02, eta: 3 days, 5:33:37, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.5803, loss_cls: 7.3919, loss: 7.3919 2025-08-08 15:35:24,130 - pyskl - INFO - Epoch [85][7300/7492] lr: 1.982e-02, eta: 3 days, 5:32:41, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3416, top5_acc: 0.6000, loss_cls: 7.3377, loss: 7.3377 2025-08-08 15:36:22,932 - pyskl - INFO - Epoch [85][7400/7492] lr: 1.981e-02, eta: 3 days, 5:31:44, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3391, top5_acc: 0.5944, loss_cls: 7.3670, loss: 7.3670 2025-08-08 15:37:16,830 - pyskl - INFO - Saving checkpoint at 85 epochs 2025-08-08 15:38:05,112 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 15:38:05,780 - pyskl - INFO - top1_acc 0.2936 top5_acc 0.5452 2025-08-08 15:38:05,781 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 15:38:05,826 - pyskl - INFO - mean_acc 0.2933 2025-08-08 15:38:05,838 - pyskl - INFO - Epoch(val) [85][617] top1_acc: 0.2936, top5_acc: 0.5452, mean_class_accuracy: 0.2933 2025-08-08 15:39:36,195 - pyskl - INFO - Epoch [86][100/7492] lr: 1.980e-02, eta: 3 days, 5:29:39, time: 0.903, data_time: 0.334, memory: 11068, top1_acc: 0.3422, top5_acc: 0.6041, loss_cls: 7.3537, loss: 7.3537 2025-08-08 15:40:33,889 - pyskl - INFO - Epoch [86][200/7492] lr: 1.979e-02, eta: 3 days, 5:28:42, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.6047, loss_cls: 7.2897, loss: 7.2897 2025-08-08 15:41:31,883 - pyskl - INFO - Epoch [86][300/7492] lr: 1.978e-02, eta: 3 days, 5:27:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3684, top5_acc: 0.6303, loss_cls: 7.0562, loss: 7.0562 2025-08-08 15:42:28,655 - pyskl - INFO - Epoch [86][400/7492] lr: 1.977e-02, eta: 3 days, 5:26:48, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5850, loss_cls: 7.4550, loss: 7.4550 2025-08-08 15:43:25,601 - pyskl - INFO - Epoch [86][500/7492] lr: 1.977e-02, eta: 3 days, 5:25:50, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.5997, loss_cls: 7.3128, loss: 7.3128 2025-08-08 15:44:22,297 - pyskl - INFO - Epoch [86][600/7492] lr: 1.976e-02, eta: 3 days, 5:24:53, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.6084, loss_cls: 7.3357, loss: 7.3357 2025-08-08 15:45:19,264 - pyskl - INFO - Epoch [86][700/7492] lr: 1.975e-02, eta: 3 days, 5:23:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3391, top5_acc: 0.5941, loss_cls: 7.3979, loss: 7.3979 2025-08-08 15:46:16,638 - pyskl - INFO - Epoch [86][800/7492] lr: 1.975e-02, eta: 3 days, 5:22:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.5978, loss_cls: 7.3556, loss: 7.3556 2025-08-08 15:47:14,821 - pyskl - INFO - Epoch [86][900/7492] lr: 1.974e-02, eta: 3 days, 5:22:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.5991, loss_cls: 7.3330, loss: 7.3330 2025-08-08 15:48:11,548 - pyskl - INFO - Epoch [86][1000/7492] lr: 1.973e-02, eta: 3 days, 5:21:03, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 7.3330, loss: 7.3330 2025-08-08 15:49:08,467 - pyskl - INFO - Epoch [86][1100/7492] lr: 1.973e-02, eta: 3 days, 5:20:06, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.6003, loss_cls: 7.3717, loss: 7.3717 2025-08-08 15:50:05,363 - pyskl - INFO - Epoch [86][1200/7492] lr: 1.972e-02, eta: 3 days, 5:19:08, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5919, loss_cls: 7.4151, loss: 7.4151 2025-08-08 15:51:02,794 - pyskl - INFO - Epoch [86][1300/7492] lr: 1.971e-02, eta: 3 days, 5:18:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.5925, loss_cls: 7.3785, loss: 7.3785 2025-08-08 15:51:59,644 - pyskl - INFO - Epoch [86][1400/7492] lr: 1.971e-02, eta: 3 days, 5:17:13, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6228, loss_cls: 7.1317, loss: 7.1317 2025-08-08 15:52:56,550 - pyskl - INFO - Epoch [86][1500/7492] lr: 1.970e-02, eta: 3 days, 5:16:16, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3319, top5_acc: 0.5956, loss_cls: 7.4024, loss: 7.4024 2025-08-08 15:53:53,449 - pyskl - INFO - Epoch [86][1600/7492] lr: 1.969e-02, eta: 3 days, 5:15:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5847, loss_cls: 7.4123, loss: 7.4123 2025-08-08 15:54:50,494 - pyskl - INFO - Epoch [86][1700/7492] lr: 1.969e-02, eta: 3 days, 5:14:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3347, top5_acc: 0.5863, loss_cls: 7.3697, loss: 7.3697 2025-08-08 15:55:48,068 - pyskl - INFO - Epoch [86][1800/7492] lr: 1.968e-02, eta: 3 days, 5:13:24, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5922, loss_cls: 7.3358, loss: 7.3358 2025-08-08 15:56:45,396 - pyskl - INFO - Epoch [86][1900/7492] lr: 1.967e-02, eta: 3 days, 5:12:26, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3428, top5_acc: 0.5981, loss_cls: 7.3069, loss: 7.3069 2025-08-08 15:57:42,587 - pyskl - INFO - Epoch [86][2000/7492] lr: 1.967e-02, eta: 3 days, 5:11:29, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3378, top5_acc: 0.5903, loss_cls: 7.3711, loss: 7.3711 2025-08-08 15:58:39,940 - pyskl - INFO - Epoch [86][2100/7492] lr: 1.966e-02, eta: 3 days, 5:10:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5934, loss_cls: 7.3042, loss: 7.3042 2025-08-08 15:59:37,210 - pyskl - INFO - Epoch [86][2200/7492] lr: 1.965e-02, eta: 3 days, 5:09:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.5916, loss_cls: 7.3951, loss: 7.3951 2025-08-08 16:00:34,688 - pyskl - INFO - Epoch [86][2300/7492] lr: 1.965e-02, eta: 3 days, 5:08:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3428, top5_acc: 0.5916, loss_cls: 7.3764, loss: 7.3764 2025-08-08 16:01:32,523 - pyskl - INFO - Epoch [86][2400/7492] lr: 1.964e-02, eta: 3 days, 5:07:40, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5875, loss_cls: 7.4329, loss: 7.4329 2025-08-08 16:02:29,734 - pyskl - INFO - Epoch [86][2500/7492] lr: 1.963e-02, eta: 3 days, 5:06:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5978, loss_cls: 7.3638, loss: 7.3638 2025-08-08 16:03:26,885 - pyskl - INFO - Epoch [86][2600/7492] lr: 1.962e-02, eta: 3 days, 5:05:46, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3522, top5_acc: 0.6047, loss_cls: 7.2136, loss: 7.2136 2025-08-08 16:04:24,574 - pyskl - INFO - Epoch [86][2700/7492] lr: 1.962e-02, eta: 3 days, 5:04:49, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6116, loss_cls: 7.1854, loss: 7.1854 2025-08-08 16:05:21,128 - pyskl - INFO - Epoch [86][2800/7492] lr: 1.961e-02, eta: 3 days, 5:03:51, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.5991, loss_cls: 7.3191, loss: 7.3191 2025-08-08 16:06:18,314 - pyskl - INFO - Epoch [86][2900/7492] lr: 1.960e-02, eta: 3 days, 5:02:53, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3347, top5_acc: 0.6081, loss_cls: 7.2616, loss: 7.2616 2025-08-08 16:07:15,362 - pyskl - INFO - Epoch [86][3000/7492] lr: 1.960e-02, eta: 3 days, 5:01:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.5887, loss_cls: 7.3508, loss: 7.3508 2025-08-08 16:08:12,568 - pyskl - INFO - Epoch [86][3100/7492] lr: 1.959e-02, eta: 3 days, 5:00:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5903, loss_cls: 7.3417, loss: 7.3417 2025-08-08 16:09:09,178 - pyskl - INFO - Epoch [86][3200/7492] lr: 1.958e-02, eta: 3 days, 5:00:01, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5922, loss_cls: 7.2857, loss: 7.2857 2025-08-08 16:10:06,400 - pyskl - INFO - Epoch [86][3300/7492] lr: 1.958e-02, eta: 3 days, 4:59:03, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3278, top5_acc: 0.5894, loss_cls: 7.3767, loss: 7.3767 2025-08-08 16:11:03,147 - pyskl - INFO - Epoch [86][3400/7492] lr: 1.957e-02, eta: 3 days, 4:58:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5791, loss_cls: 7.4562, loss: 7.4562 2025-08-08 16:12:00,430 - pyskl - INFO - Epoch [86][3500/7492] lr: 1.956e-02, eta: 3 days, 4:57:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3222, top5_acc: 0.5844, loss_cls: 7.4324, loss: 7.4324 2025-08-08 16:12:57,015 - pyskl - INFO - Epoch [86][3600/7492] lr: 1.956e-02, eta: 3 days, 4:56:10, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3381, top5_acc: 0.6047, loss_cls: 7.3536, loss: 7.3536 2025-08-08 16:13:54,122 - pyskl - INFO - Epoch [86][3700/7492] lr: 1.955e-02, eta: 3 days, 4:55:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3412, top5_acc: 0.5981, loss_cls: 7.3832, loss: 7.3832 2025-08-08 16:14:51,018 - pyskl - INFO - Epoch [86][3800/7492] lr: 1.954e-02, eta: 3 days, 4:54:15, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3378, top5_acc: 0.5938, loss_cls: 7.3671, loss: 7.3671 2025-08-08 16:15:47,908 - pyskl - INFO - Epoch [86][3900/7492] lr: 1.954e-02, eta: 3 days, 4:53:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5966, loss_cls: 7.3476, loss: 7.3476 2025-08-08 16:16:44,648 - pyskl - INFO - Epoch [86][4000/7492] lr: 1.953e-02, eta: 3 days, 4:52:20, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3434, top5_acc: 0.6006, loss_cls: 7.2932, loss: 7.2932 2025-08-08 16:17:41,417 - pyskl - INFO - Epoch [86][4100/7492] lr: 1.952e-02, eta: 3 days, 4:51:22, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5903, loss_cls: 7.4007, loss: 7.4007 2025-08-08 16:18:38,229 - pyskl - INFO - Epoch [86][4200/7492] lr: 1.952e-02, eta: 3 days, 4:50:25, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3303, top5_acc: 0.5875, loss_cls: 7.3100, loss: 7.3100 2025-08-08 16:19:35,472 - pyskl - INFO - Epoch [86][4300/7492] lr: 1.951e-02, eta: 3 days, 4:49:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.6084, loss_cls: 7.3094, loss: 7.3094 2025-08-08 16:20:32,262 - pyskl - INFO - Epoch [86][4400/7492] lr: 1.950e-02, eta: 3 days, 4:48:30, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3300, top5_acc: 0.5872, loss_cls: 7.4474, loss: 7.4474 2025-08-08 16:21:29,138 - pyskl - INFO - Epoch [86][4500/7492] lr: 1.950e-02, eta: 3 days, 4:47:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3441, top5_acc: 0.5953, loss_cls: 7.3912, loss: 7.3912 2025-08-08 16:22:26,656 - pyskl - INFO - Epoch [86][4600/7492] lr: 1.949e-02, eta: 3 days, 4:46:35, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.5978, loss_cls: 7.2941, loss: 7.2941 2025-08-08 16:23:25,054 - pyskl - INFO - Epoch [86][4700/7492] lr: 1.948e-02, eta: 3 days, 4:45:38, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.6050, loss_cls: 7.3577, loss: 7.3577 2025-08-08 16:24:22,109 - pyskl - INFO - Epoch [86][4800/7492] lr: 1.947e-02, eta: 3 days, 4:44:41, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5759, loss_cls: 7.4860, loss: 7.4860 2025-08-08 16:25:19,208 - pyskl - INFO - Epoch [86][4900/7492] lr: 1.947e-02, eta: 3 days, 4:43:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3303, top5_acc: 0.5959, loss_cls: 7.4549, loss: 7.4549 2025-08-08 16:26:16,323 - pyskl - INFO - Epoch [86][5000/7492] lr: 1.946e-02, eta: 3 days, 4:42:46, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5947, loss_cls: 7.3562, loss: 7.3562 2025-08-08 16:27:13,068 - pyskl - INFO - Epoch [86][5100/7492] lr: 1.945e-02, eta: 3 days, 4:41:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5828, loss_cls: 7.3692, loss: 7.3692 2025-08-08 16:28:10,135 - pyskl - INFO - Epoch [86][5200/7492] lr: 1.945e-02, eta: 3 days, 4:40:51, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.5934, loss_cls: 7.4110, loss: 7.4110 2025-08-08 16:29:07,373 - pyskl - INFO - Epoch [86][5300/7492] lr: 1.944e-02, eta: 3 days, 4:39:54, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5878, loss_cls: 7.3337, loss: 7.3337 2025-08-08 16:30:05,655 - pyskl - INFO - Epoch [86][5400/7492] lr: 1.943e-02, eta: 3 days, 4:38:57, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5919, loss_cls: 7.3590, loss: 7.3590 2025-08-08 16:31:02,716 - pyskl - INFO - Epoch [86][5500/7492] lr: 1.943e-02, eta: 3 days, 4:37:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3228, top5_acc: 0.5813, loss_cls: 7.3923, loss: 7.3923 2025-08-08 16:31:59,735 - pyskl - INFO - Epoch [86][5600/7492] lr: 1.942e-02, eta: 3 days, 4:37:02, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5959, loss_cls: 7.3816, loss: 7.3816 2025-08-08 16:32:57,417 - pyskl - INFO - Epoch [86][5700/7492] lr: 1.941e-02, eta: 3 days, 4:36:05, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5938, loss_cls: 7.3431, loss: 7.3431 2025-08-08 16:33:53,990 - pyskl - INFO - Epoch [86][5800/7492] lr: 1.941e-02, eta: 3 days, 4:35:07, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3250, top5_acc: 0.5769, loss_cls: 7.4891, loss: 7.4891 2025-08-08 16:34:51,524 - pyskl - INFO - Epoch [86][5900/7492] lr: 1.940e-02, eta: 3 days, 4:34:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.5919, loss_cls: 7.3710, loss: 7.3710 2025-08-08 16:35:50,204 - pyskl - INFO - Epoch [86][6000/7492] lr: 1.939e-02, eta: 3 days, 4:33:14, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.5991, loss_cls: 7.3273, loss: 7.3273 2025-08-08 16:36:47,495 - pyskl - INFO - Epoch [86][6100/7492] lr: 1.939e-02, eta: 3 days, 4:32:16, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3444, top5_acc: 0.6081, loss_cls: 7.2486, loss: 7.2486 2025-08-08 16:37:44,275 - pyskl - INFO - Epoch [86][6200/7492] lr: 1.938e-02, eta: 3 days, 4:31:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3237, top5_acc: 0.5906, loss_cls: 7.4040, loss: 7.4040 2025-08-08 16:38:40,867 - pyskl - INFO - Epoch [86][6300/7492] lr: 1.937e-02, eta: 3 days, 4:30:21, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3503, top5_acc: 0.6088, loss_cls: 7.3374, loss: 7.3374 2025-08-08 16:39:37,795 - pyskl - INFO - Epoch [86][6400/7492] lr: 1.937e-02, eta: 3 days, 4:29:23, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3444, top5_acc: 0.5947, loss_cls: 7.3331, loss: 7.3331 2025-08-08 16:40:34,447 - pyskl - INFO - Epoch [86][6500/7492] lr: 1.936e-02, eta: 3 days, 4:28:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6003, loss_cls: 7.2595, loss: 7.2595 2025-08-08 16:41:31,060 - pyskl - INFO - Epoch [86][6600/7492] lr: 1.935e-02, eta: 3 days, 4:27:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3434, top5_acc: 0.5956, loss_cls: 7.3563, loss: 7.3563 2025-08-08 16:42:28,611 - pyskl - INFO - Epoch [86][6700/7492] lr: 1.935e-02, eta: 3 days, 4:26:31, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5925, loss_cls: 7.3765, loss: 7.3765 2025-08-08 16:43:25,351 - pyskl - INFO - Epoch [86][6800/7492] lr: 1.934e-02, eta: 3 days, 4:25:33, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3444, top5_acc: 0.5906, loss_cls: 7.3312, loss: 7.3312 2025-08-08 16:44:22,516 - pyskl - INFO - Epoch [86][6900/7492] lr: 1.933e-02, eta: 3 days, 4:24:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3412, top5_acc: 0.5978, loss_cls: 7.3351, loss: 7.3351 2025-08-08 16:45:19,590 - pyskl - INFO - Epoch [86][7000/7492] lr: 1.932e-02, eta: 3 days, 4:23:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5881, loss_cls: 7.4059, loss: 7.4059 2025-08-08 16:46:16,424 - pyskl - INFO - Epoch [86][7100/7492] lr: 1.932e-02, eta: 3 days, 4:22:40, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3303, top5_acc: 0.5797, loss_cls: 7.4537, loss: 7.4537 2025-08-08 16:47:12,915 - pyskl - INFO - Epoch [86][7200/7492] lr: 1.931e-02, eta: 3 days, 4:21:43, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.5919, loss_cls: 7.4422, loss: 7.4422 2025-08-08 16:48:10,243 - pyskl - INFO - Epoch [86][7300/7492] lr: 1.930e-02, eta: 3 days, 4:20:45, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3381, top5_acc: 0.5794, loss_cls: 7.4234, loss: 7.4234 2025-08-08 16:49:06,976 - pyskl - INFO - Epoch [86][7400/7492] lr: 1.930e-02, eta: 3 days, 4:19:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.6075, loss_cls: 7.2963, loss: 7.2963 2025-08-08 16:50:00,955 - pyskl - INFO - Saving checkpoint at 86 epochs 2025-08-08 16:50:49,769 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 16:50:50,432 - pyskl - INFO - top1_acc 0.2849 top5_acc 0.5294 2025-08-08 16:50:50,432 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 16:50:50,475 - pyskl - INFO - mean_acc 0.2845 2025-08-08 16:50:50,488 - pyskl - INFO - Epoch(val) [86][617] top1_acc: 0.2849, top5_acc: 0.5294, mean_class_accuracy: 0.2845 2025-08-08 16:52:21,738 - pyskl - INFO - Epoch [87][100/7492] lr: 1.928e-02, eta: 3 days, 4:17:44, time: 0.912, data_time: 0.333, memory: 11068, top1_acc: 0.3484, top5_acc: 0.6128, loss_cls: 7.2298, loss: 7.2298 2025-08-08 16:53:18,269 - pyskl - INFO - Epoch [87][200/7492] lr: 1.928e-02, eta: 3 days, 4:16:46, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5925, loss_cls: 7.3728, loss: 7.3728 2025-08-08 16:54:15,576 - pyskl - INFO - Epoch [87][300/7492] lr: 1.927e-02, eta: 3 days, 4:15:48, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6041, loss_cls: 7.2868, loss: 7.2868 2025-08-08 16:55:12,302 - pyskl - INFO - Epoch [87][400/7492] lr: 1.926e-02, eta: 3 days, 4:14:51, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3553, top5_acc: 0.6016, loss_cls: 7.2446, loss: 7.2446 2025-08-08 16:56:09,451 - pyskl - INFO - Epoch [87][500/7492] lr: 1.926e-02, eta: 3 days, 4:13:53, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.6091, loss_cls: 7.2614, loss: 7.2614 2025-08-08 16:57:07,002 - pyskl - INFO - Epoch [87][600/7492] lr: 1.925e-02, eta: 3 days, 4:12:56, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5931, loss_cls: 7.2946, loss: 7.2946 2025-08-08 16:58:04,474 - pyskl - INFO - Epoch [87][700/7492] lr: 1.924e-02, eta: 3 days, 4:11:59, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6103, loss_cls: 7.2250, loss: 7.2250 2025-08-08 16:59:01,160 - pyskl - INFO - Epoch [87][800/7492] lr: 1.924e-02, eta: 3 days, 4:11:01, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3541, top5_acc: 0.6069, loss_cls: 7.2675, loss: 7.2675 2025-08-08 16:59:58,389 - pyskl - INFO - Epoch [87][900/7492] lr: 1.923e-02, eta: 3 days, 4:10:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.5972, loss_cls: 7.2939, loss: 7.2939 2025-08-08 17:00:55,976 - pyskl - INFO - Epoch [87][1000/7492] lr: 1.922e-02, eta: 3 days, 4:09:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.5988, loss_cls: 7.2904, loss: 7.2904 2025-08-08 17:01:53,585 - pyskl - INFO - Epoch [87][1100/7492] lr: 1.922e-02, eta: 3 days, 4:08:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.6028, loss_cls: 7.3193, loss: 7.3193 2025-08-08 17:02:50,299 - pyskl - INFO - Epoch [87][1200/7492] lr: 1.921e-02, eta: 3 days, 4:07:12, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.6028, loss_cls: 7.2912, loss: 7.2912 2025-08-08 17:03:46,980 - pyskl - INFO - Epoch [87][1300/7492] lr: 1.920e-02, eta: 3 days, 4:06:14, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5934, loss_cls: 7.3495, loss: 7.3495 2025-08-08 17:04:43,782 - pyskl - INFO - Epoch [87][1400/7492] lr: 1.920e-02, eta: 3 days, 4:05:17, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3381, top5_acc: 0.6028, loss_cls: 7.2884, loss: 7.2884 2025-08-08 17:05:40,403 - pyskl - INFO - Epoch [87][1500/7492] lr: 1.919e-02, eta: 3 days, 4:04:19, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3500, top5_acc: 0.5878, loss_cls: 7.3093, loss: 7.3093 2025-08-08 17:06:38,169 - pyskl - INFO - Epoch [87][1600/7492] lr: 1.918e-02, eta: 3 days, 4:03:22, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3397, top5_acc: 0.5938, loss_cls: 7.3907, loss: 7.3907 2025-08-08 17:07:36,762 - pyskl - INFO - Epoch [87][1700/7492] lr: 1.918e-02, eta: 3 days, 4:02:26, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5891, loss_cls: 7.3191, loss: 7.3191 2025-08-08 17:08:34,435 - pyskl - INFO - Epoch [87][1800/7492] lr: 1.917e-02, eta: 3 days, 4:01:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3428, top5_acc: 0.5900, loss_cls: 7.4037, loss: 7.4037 2025-08-08 17:09:33,041 - pyskl - INFO - Epoch [87][1900/7492] lr: 1.916e-02, eta: 3 days, 4:00:32, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.5925, loss_cls: 7.3638, loss: 7.3638 2025-08-08 17:10:32,001 - pyskl - INFO - Epoch [87][2000/7492] lr: 1.916e-02, eta: 3 days, 3:59:36, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3434, top5_acc: 0.6072, loss_cls: 7.3701, loss: 7.3701 2025-08-08 17:11:29,048 - pyskl - INFO - Epoch [87][2100/7492] lr: 1.915e-02, eta: 3 days, 3:58:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3578, top5_acc: 0.6128, loss_cls: 7.2051, loss: 7.2051 2025-08-08 17:12:25,761 - pyskl - INFO - Epoch [87][2200/7492] lr: 1.914e-02, eta: 3 days, 3:57:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3397, top5_acc: 0.6028, loss_cls: 7.2607, loss: 7.2607 2025-08-08 17:13:22,242 - pyskl - INFO - Epoch [87][2300/7492] lr: 1.913e-02, eta: 3 days, 3:56:43, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3247, top5_acc: 0.5863, loss_cls: 7.3291, loss: 7.3291 2025-08-08 17:14:19,741 - pyskl - INFO - Epoch [87][2400/7492] lr: 1.913e-02, eta: 3 days, 3:55:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.5956, loss_cls: 7.2696, loss: 7.2696 2025-08-08 17:15:17,348 - pyskl - INFO - Epoch [87][2500/7492] lr: 1.912e-02, eta: 3 days, 3:54:49, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.6031, loss_cls: 7.3372, loss: 7.3372 2025-08-08 17:16:15,706 - pyskl - INFO - Epoch [87][2600/7492] lr: 1.911e-02, eta: 3 days, 3:53:52, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3412, top5_acc: 0.5984, loss_cls: 7.3314, loss: 7.3314 2025-08-08 17:17:14,450 - pyskl - INFO - Epoch [87][2700/7492] lr: 1.911e-02, eta: 3 days, 3:52:56, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3397, top5_acc: 0.6084, loss_cls: 7.2650, loss: 7.2650 2025-08-08 17:18:13,314 - pyskl - INFO - Epoch [87][2800/7492] lr: 1.910e-02, eta: 3 days, 3:52:00, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6003, loss_cls: 7.3381, loss: 7.3381 2025-08-08 17:19:10,883 - pyskl - INFO - Epoch [87][2900/7492] lr: 1.909e-02, eta: 3 days, 3:51:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.5834, loss_cls: 7.3939, loss: 7.3939 2025-08-08 17:20:10,279 - pyskl - INFO - Epoch [87][3000/7492] lr: 1.909e-02, eta: 3 days, 3:50:07, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.3494, top5_acc: 0.6166, loss_cls: 7.2554, loss: 7.2554 2025-08-08 17:21:09,069 - pyskl - INFO - Epoch [87][3100/7492] lr: 1.908e-02, eta: 3 days, 3:49:11, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6125, loss_cls: 7.2613, loss: 7.2613 2025-08-08 17:22:06,959 - pyskl - INFO - Epoch [87][3200/7492] lr: 1.907e-02, eta: 3 days, 3:48:14, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.6012, loss_cls: 7.3082, loss: 7.3082 2025-08-08 17:23:05,330 - pyskl - INFO - Epoch [87][3300/7492] lr: 1.907e-02, eta: 3 days, 3:47:18, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3472, top5_acc: 0.6116, loss_cls: 7.2106, loss: 7.2106 2025-08-08 17:24:03,896 - pyskl - INFO - Epoch [87][3400/7492] lr: 1.906e-02, eta: 3 days, 3:46:21, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5984, loss_cls: 7.3252, loss: 7.3252 2025-08-08 17:25:02,484 - pyskl - INFO - Epoch [87][3500/7492] lr: 1.905e-02, eta: 3 days, 3:45:25, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.5956, loss_cls: 7.3463, loss: 7.3463 2025-08-08 17:26:01,037 - pyskl - INFO - Epoch [87][3600/7492] lr: 1.905e-02, eta: 3 days, 3:44:28, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3431, top5_acc: 0.6078, loss_cls: 7.3247, loss: 7.3247 2025-08-08 17:26:59,697 - pyskl - INFO - Epoch [87][3700/7492] lr: 1.904e-02, eta: 3 days, 3:43:32, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.5931, loss_cls: 7.3601, loss: 7.3601 2025-08-08 17:27:56,687 - pyskl - INFO - Epoch [87][3800/7492] lr: 1.903e-02, eta: 3 days, 3:42:35, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3347, top5_acc: 0.5944, loss_cls: 7.3971, loss: 7.3971 2025-08-08 17:28:54,865 - pyskl - INFO - Epoch [87][3900/7492] lr: 1.903e-02, eta: 3 days, 3:41:38, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3234, top5_acc: 0.5919, loss_cls: 7.3896, loss: 7.3896 2025-08-08 17:29:53,543 - pyskl - INFO - Epoch [87][4000/7492] lr: 1.902e-02, eta: 3 days, 3:40:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5844, loss_cls: 7.4217, loss: 7.4217 2025-08-08 17:30:50,867 - pyskl - INFO - Epoch [87][4100/7492] lr: 1.901e-02, eta: 3 days, 3:39:44, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3206, top5_acc: 0.5844, loss_cls: 7.5294, loss: 7.5294 2025-08-08 17:31:49,467 - pyskl - INFO - Epoch [87][4200/7492] lr: 1.901e-02, eta: 3 days, 3:38:48, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3434, top5_acc: 0.5947, loss_cls: 7.3185, loss: 7.3185 2025-08-08 17:32:48,180 - pyskl - INFO - Epoch [87][4300/7492] lr: 1.900e-02, eta: 3 days, 3:37:52, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3522, top5_acc: 0.6016, loss_cls: 7.3156, loss: 7.3156 2025-08-08 17:33:46,838 - pyskl - INFO - Epoch [87][4400/7492] lr: 1.899e-02, eta: 3 days, 3:36:56, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.6003, loss_cls: 7.3683, loss: 7.3683 2025-08-08 17:34:45,532 - pyskl - INFO - Epoch [87][4500/7492] lr: 1.899e-02, eta: 3 days, 3:35:59, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5916, loss_cls: 7.3944, loss: 7.3944 2025-08-08 17:35:43,703 - pyskl - INFO - Epoch [87][4600/7492] lr: 1.898e-02, eta: 3 days, 3:35:03, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.6009, loss_cls: 7.3201, loss: 7.3201 2025-08-08 17:36:42,180 - pyskl - INFO - Epoch [87][4700/7492] lr: 1.897e-02, eta: 3 days, 3:34:06, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5991, loss_cls: 7.3532, loss: 7.3532 2025-08-08 17:37:40,820 - pyskl - INFO - Epoch [87][4800/7492] lr: 1.897e-02, eta: 3 days, 3:33:10, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5991, loss_cls: 7.3902, loss: 7.3902 2025-08-08 17:38:39,007 - pyskl - INFO - Epoch [87][4900/7492] lr: 1.896e-02, eta: 3 days, 3:32:13, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5994, loss_cls: 7.3732, loss: 7.3732 2025-08-08 17:39:36,504 - pyskl - INFO - Epoch [87][5000/7492] lr: 1.895e-02, eta: 3 days, 3:31:16, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5841, loss_cls: 7.3818, loss: 7.3818 2025-08-08 17:40:34,521 - pyskl - INFO - Epoch [87][5100/7492] lr: 1.894e-02, eta: 3 days, 3:30:19, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3422, top5_acc: 0.6088, loss_cls: 7.2700, loss: 7.2700 2025-08-08 17:41:31,580 - pyskl - INFO - Epoch [87][5200/7492] lr: 1.894e-02, eta: 3 days, 3:29:22, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.6122, loss_cls: 7.2402, loss: 7.2402 2025-08-08 17:42:30,095 - pyskl - INFO - Epoch [87][5300/7492] lr: 1.893e-02, eta: 3 days, 3:28:25, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5853, loss_cls: 7.3828, loss: 7.3828 2025-08-08 17:43:27,903 - pyskl - INFO - Epoch [87][5400/7492] lr: 1.892e-02, eta: 3 days, 3:27:28, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5806, loss_cls: 7.3297, loss: 7.3297 2025-08-08 17:44:26,419 - pyskl - INFO - Epoch [87][5500/7492] lr: 1.892e-02, eta: 3 days, 3:26:32, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3472, top5_acc: 0.5969, loss_cls: 7.3074, loss: 7.3074 2025-08-08 17:45:24,744 - pyskl - INFO - Epoch [87][5600/7492] lr: 1.891e-02, eta: 3 days, 3:25:35, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.6022, loss_cls: 7.3177, loss: 7.3177 2025-08-08 17:46:23,087 - pyskl - INFO - Epoch [87][5700/7492] lr: 1.890e-02, eta: 3 days, 3:24:39, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5928, loss_cls: 7.3594, loss: 7.3594 2025-08-08 17:47:21,641 - pyskl - INFO - Epoch [87][5800/7492] lr: 1.890e-02, eta: 3 days, 3:23:43, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3284, top5_acc: 0.5875, loss_cls: 7.4507, loss: 7.4507 2025-08-08 17:48:20,195 - pyskl - INFO - Epoch [87][5900/7492] lr: 1.889e-02, eta: 3 days, 3:22:46, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5975, loss_cls: 7.3779, loss: 7.3779 2025-08-08 17:49:18,828 - pyskl - INFO - Epoch [87][6000/7492] lr: 1.888e-02, eta: 3 days, 3:21:50, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5909, loss_cls: 7.3535, loss: 7.3535 2025-08-08 17:50:17,560 - pyskl - INFO - Epoch [87][6100/7492] lr: 1.888e-02, eta: 3 days, 3:20:54, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3347, top5_acc: 0.5913, loss_cls: 7.3743, loss: 7.3743 2025-08-08 17:51:15,984 - pyskl - INFO - Epoch [87][6200/7492] lr: 1.887e-02, eta: 3 days, 3:19:57, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6047, loss_cls: 7.2822, loss: 7.2822 2025-08-08 17:52:13,466 - pyskl - INFO - Epoch [87][6300/7492] lr: 1.886e-02, eta: 3 days, 3:19:00, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3262, top5_acc: 0.5925, loss_cls: 7.3208, loss: 7.3208 2025-08-08 17:53:11,082 - pyskl - INFO - Epoch [87][6400/7492] lr: 1.886e-02, eta: 3 days, 3:18:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.6047, loss_cls: 7.3370, loss: 7.3370 2025-08-08 17:54:09,388 - pyskl - INFO - Epoch [87][6500/7492] lr: 1.885e-02, eta: 3 days, 3:17:06, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.6044, loss_cls: 7.3189, loss: 7.3189 2025-08-08 17:55:07,096 - pyskl - INFO - Epoch [87][6600/7492] lr: 1.884e-02, eta: 3 days, 3:16:09, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.5975, loss_cls: 7.2585, loss: 7.2585 2025-08-08 17:56:04,925 - pyskl - INFO - Epoch [87][6700/7492] lr: 1.884e-02, eta: 3 days, 3:15:12, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3212, top5_acc: 0.5866, loss_cls: 7.3984, loss: 7.3984 2025-08-08 17:57:02,555 - pyskl - INFO - Epoch [87][6800/7492] lr: 1.883e-02, eta: 3 days, 3:14:15, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3431, top5_acc: 0.5947, loss_cls: 7.2741, loss: 7.2741 2025-08-08 17:58:00,945 - pyskl - INFO - Epoch [87][6900/7492] lr: 1.882e-02, eta: 3 days, 3:13:19, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.6016, loss_cls: 7.3041, loss: 7.3041 2025-08-08 17:58:59,251 - pyskl - INFO - Epoch [87][7000/7492] lr: 1.882e-02, eta: 3 days, 3:12:22, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.6056, loss_cls: 7.1734, loss: 7.1734 2025-08-08 17:59:57,744 - pyskl - INFO - Epoch [87][7100/7492] lr: 1.881e-02, eta: 3 days, 3:11:26, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.5863, loss_cls: 7.4155, loss: 7.4155 2025-08-08 18:00:56,057 - pyskl - INFO - Epoch [87][7200/7492] lr: 1.880e-02, eta: 3 days, 3:10:29, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.5950, loss_cls: 7.2457, loss: 7.2457 2025-08-08 18:01:54,176 - pyskl - INFO - Epoch [87][7300/7492] lr: 1.880e-02, eta: 3 days, 3:09:32, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6009, loss_cls: 7.3272, loss: 7.3272 2025-08-08 18:02:51,748 - pyskl - INFO - Epoch [87][7400/7492] lr: 1.879e-02, eta: 3 days, 3:08:35, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.5975, loss_cls: 7.3366, loss: 7.3366 2025-08-08 18:03:46,145 - pyskl - INFO - Saving checkpoint at 87 epochs 2025-08-08 18:04:37,577 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 18:04:38,240 - pyskl - INFO - top1_acc 0.3021 top5_acc 0.5550 2025-08-08 18:04:38,240 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 18:04:38,287 - pyskl - INFO - mean_acc 0.3018 2025-08-08 18:04:38,349 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_81.pth was removed 2025-08-08 18:04:39,907 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_87.pth. 2025-08-08 18:04:39,908 - pyskl - INFO - Best top1_acc is 0.3021 at 87 epoch. 2025-08-08 18:04:39,929 - pyskl - INFO - Epoch(val) [87][617] top1_acc: 0.3021, top5_acc: 0.5550, mean_class_accuracy: 0.3018 2025-08-08 18:06:12,796 - pyskl - INFO - Epoch [88][100/7492] lr: 1.878e-02, eta: 3 days, 3:06:33, time: 0.929, data_time: 0.337, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6131, loss_cls: 7.2744, loss: 7.2744 2025-08-08 18:07:10,419 - pyskl - INFO - Epoch [88][200/7492] lr: 1.877e-02, eta: 3 days, 3:05:36, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3416, top5_acc: 0.6059, loss_cls: 7.1570, loss: 7.1570 2025-08-08 18:08:07,169 - pyskl - INFO - Epoch [88][300/7492] lr: 1.876e-02, eta: 3 days, 3:04:38, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3472, top5_acc: 0.6028, loss_cls: 7.2958, loss: 7.2958 2025-08-08 18:09:04,007 - pyskl - INFO - Epoch [88][400/7492] lr: 1.876e-02, eta: 3 days, 3:03:41, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.5897, loss_cls: 7.3424, loss: 7.3424 2025-08-08 18:10:01,367 - pyskl - INFO - Epoch [88][500/7492] lr: 1.875e-02, eta: 3 days, 3:02:43, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6034, loss_cls: 7.2606, loss: 7.2606 2025-08-08 18:10:58,604 - pyskl - INFO - Epoch [88][600/7492] lr: 1.874e-02, eta: 3 days, 3:01:46, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6109, loss_cls: 7.2686, loss: 7.2686 2025-08-08 18:11:55,743 - pyskl - INFO - Epoch [88][700/7492] lr: 1.874e-02, eta: 3 days, 3:00:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3541, top5_acc: 0.6044, loss_cls: 7.1913, loss: 7.1913 2025-08-08 18:12:53,487 - pyskl - INFO - Epoch [88][800/7492] lr: 1.873e-02, eta: 3 days, 2:59:52, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3563, top5_acc: 0.6081, loss_cls: 7.1586, loss: 7.1586 2025-08-08 18:13:50,267 - pyskl - INFO - Epoch [88][900/7492] lr: 1.872e-02, eta: 3 days, 2:58:54, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6009, loss_cls: 7.3189, loss: 7.3189 2025-08-08 18:14:47,284 - pyskl - INFO - Epoch [88][1000/7492] lr: 1.872e-02, eta: 3 days, 2:57:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3412, top5_acc: 0.5931, loss_cls: 7.3074, loss: 7.3074 2025-08-08 18:15:44,599 - pyskl - INFO - Epoch [88][1100/7492] lr: 1.871e-02, eta: 3 days, 2:56:59, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5984, loss_cls: 7.1930, loss: 7.1930 2025-08-08 18:16:41,813 - pyskl - INFO - Epoch [88][1200/7492] lr: 1.870e-02, eta: 3 days, 2:56:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.6050, loss_cls: 7.3564, loss: 7.3564 2025-08-08 18:17:38,983 - pyskl - INFO - Epoch [88][1300/7492] lr: 1.869e-02, eta: 3 days, 2:55:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.6047, loss_cls: 7.2332, loss: 7.2332 2025-08-08 18:18:36,430 - pyskl - INFO - Epoch [88][1400/7492] lr: 1.869e-02, eta: 3 days, 2:54:07, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3391, top5_acc: 0.5988, loss_cls: 7.2782, loss: 7.2782 2025-08-08 18:19:34,344 - pyskl - INFO - Epoch [88][1500/7492] lr: 1.868e-02, eta: 3 days, 2:53:10, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3294, top5_acc: 0.6009, loss_cls: 7.4065, loss: 7.4065 2025-08-08 18:20:31,742 - pyskl - INFO - Epoch [88][1600/7492] lr: 1.867e-02, eta: 3 days, 2:52:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6056, loss_cls: 7.2964, loss: 7.2964 2025-08-08 18:21:28,880 - pyskl - INFO - Epoch [88][1700/7492] lr: 1.867e-02, eta: 3 days, 2:51:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3309, top5_acc: 0.5988, loss_cls: 7.3680, loss: 7.3680 2025-08-08 18:22:25,773 - pyskl - INFO - Epoch [88][1800/7492] lr: 1.866e-02, eta: 3 days, 2:50:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3281, top5_acc: 0.5922, loss_cls: 7.3416, loss: 7.3416 2025-08-08 18:23:23,044 - pyskl - INFO - Epoch [88][1900/7492] lr: 1.865e-02, eta: 3 days, 2:49:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3500, top5_acc: 0.6003, loss_cls: 7.3773, loss: 7.3773 2025-08-08 18:24:19,957 - pyskl - INFO - Epoch [88][2000/7492] lr: 1.865e-02, eta: 3 days, 2:48:23, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5922, loss_cls: 7.4212, loss: 7.4212 2025-08-08 18:25:16,918 - pyskl - INFO - Epoch [88][2100/7492] lr: 1.864e-02, eta: 3 days, 2:47:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.5947, loss_cls: 7.2677, loss: 7.2677 2025-08-08 18:26:14,800 - pyskl - INFO - Epoch [88][2200/7492] lr: 1.863e-02, eta: 3 days, 2:46:29, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5972, loss_cls: 7.2941, loss: 7.2941 2025-08-08 18:27:11,823 - pyskl - INFO - Epoch [88][2300/7492] lr: 1.863e-02, eta: 3 days, 2:45:31, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.6025, loss_cls: 7.2518, loss: 7.2518 2025-08-08 18:28:09,504 - pyskl - INFO - Epoch [88][2400/7492] lr: 1.862e-02, eta: 3 days, 2:44:34, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3344, top5_acc: 0.5991, loss_cls: 7.3132, loss: 7.3132 2025-08-08 18:29:07,667 - pyskl - INFO - Epoch [88][2500/7492] lr: 1.861e-02, eta: 3 days, 2:43:38, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3300, top5_acc: 0.5997, loss_cls: 7.3230, loss: 7.3230 2025-08-08 18:30:05,695 - pyskl - INFO - Epoch [88][2600/7492] lr: 1.861e-02, eta: 3 days, 2:42:41, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3528, top5_acc: 0.6031, loss_cls: 7.2695, loss: 7.2695 2025-08-08 18:31:04,399 - pyskl - INFO - Epoch [88][2700/7492] lr: 1.860e-02, eta: 3 days, 2:41:44, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.6097, loss_cls: 7.2135, loss: 7.2135 2025-08-08 18:32:03,235 - pyskl - INFO - Epoch [88][2800/7492] lr: 1.859e-02, eta: 3 days, 2:40:48, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3519, top5_acc: 0.5975, loss_cls: 7.2799, loss: 7.2799 2025-08-08 18:32:59,787 - pyskl - INFO - Epoch [88][2900/7492] lr: 1.859e-02, eta: 3 days, 2:39:50, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5934, loss_cls: 7.2748, loss: 7.2748 2025-08-08 18:33:56,863 - pyskl - INFO - Epoch [88][3000/7492] lr: 1.858e-02, eta: 3 days, 2:38:53, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3513, top5_acc: 0.6059, loss_cls: 7.2231, loss: 7.2231 2025-08-08 18:34:54,399 - pyskl - INFO - Epoch [88][3100/7492] lr: 1.857e-02, eta: 3 days, 2:37:56, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.6038, loss_cls: 7.3024, loss: 7.3024 2025-08-08 18:35:51,461 - pyskl - INFO - Epoch [88][3200/7492] lr: 1.857e-02, eta: 3 days, 2:36:58, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6147, loss_cls: 7.1725, loss: 7.1725 2025-08-08 18:36:49,108 - pyskl - INFO - Epoch [88][3300/7492] lr: 1.856e-02, eta: 3 days, 2:36:01, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3428, top5_acc: 0.6016, loss_cls: 7.3490, loss: 7.3490 2025-08-08 18:37:46,471 - pyskl - INFO - Epoch [88][3400/7492] lr: 1.855e-02, eta: 3 days, 2:35:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6031, loss_cls: 7.3455, loss: 7.3455 2025-08-08 18:38:44,235 - pyskl - INFO - Epoch [88][3500/7492] lr: 1.855e-02, eta: 3 days, 2:34:07, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5869, loss_cls: 7.4048, loss: 7.4048 2025-08-08 18:39:41,741 - pyskl - INFO - Epoch [88][3600/7492] lr: 1.854e-02, eta: 3 days, 2:33:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3438, top5_acc: 0.5981, loss_cls: 7.2492, loss: 7.2492 2025-08-08 18:40:39,736 - pyskl - INFO - Epoch [88][3700/7492] lr: 1.853e-02, eta: 3 days, 2:32:13, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.5972, loss_cls: 7.3384, loss: 7.3384 2025-08-08 18:41:36,974 - pyskl - INFO - Epoch [88][3800/7492] lr: 1.853e-02, eta: 3 days, 2:31:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.5872, loss_cls: 7.2649, loss: 7.2649 2025-08-08 18:42:34,170 - pyskl - INFO - Epoch [88][3900/7492] lr: 1.852e-02, eta: 3 days, 2:30:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6059, loss_cls: 7.3054, loss: 7.3054 2025-08-08 18:43:31,309 - pyskl - INFO - Epoch [88][4000/7492] lr: 1.851e-02, eta: 3 days, 2:29:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3541, top5_acc: 0.5959, loss_cls: 7.4314, loss: 7.4314 2025-08-08 18:44:28,062 - pyskl - INFO - Epoch [88][4100/7492] lr: 1.851e-02, eta: 3 days, 2:28:23, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6084, loss_cls: 7.2149, loss: 7.2149 2025-08-08 18:45:24,865 - pyskl - INFO - Epoch [88][4200/7492] lr: 1.850e-02, eta: 3 days, 2:27:26, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3438, top5_acc: 0.6022, loss_cls: 7.3405, loss: 7.3405 2025-08-08 18:46:21,750 - pyskl - INFO - Epoch [88][4300/7492] lr: 1.849e-02, eta: 3 days, 2:26:28, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.5878, loss_cls: 7.3871, loss: 7.3871 2025-08-08 18:47:19,060 - pyskl - INFO - Epoch [88][4400/7492] lr: 1.849e-02, eta: 3 days, 2:25:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.5994, loss_cls: 7.2520, loss: 7.2520 2025-08-08 18:48:16,156 - pyskl - INFO - Epoch [88][4500/7492] lr: 1.848e-02, eta: 3 days, 2:24:33, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3244, top5_acc: 0.5872, loss_cls: 7.3821, loss: 7.3821 2025-08-08 18:49:13,090 - pyskl - INFO - Epoch [88][4600/7492] lr: 1.847e-02, eta: 3 days, 2:23:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.6009, loss_cls: 7.2761, loss: 7.2761 2025-08-08 18:50:09,944 - pyskl - INFO - Epoch [88][4700/7492] lr: 1.847e-02, eta: 3 days, 2:22:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3316, top5_acc: 0.5897, loss_cls: 7.3800, loss: 7.3800 2025-08-08 18:51:06,724 - pyskl - INFO - Epoch [88][4800/7492] lr: 1.846e-02, eta: 3 days, 2:21:40, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3422, top5_acc: 0.6084, loss_cls: 7.2702, loss: 7.2702 2025-08-08 18:52:04,022 - pyskl - INFO - Epoch [88][4900/7492] lr: 1.845e-02, eta: 3 days, 2:20:43, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5881, loss_cls: 7.3403, loss: 7.3403 2025-08-08 18:53:00,947 - pyskl - INFO - Epoch [88][5000/7492] lr: 1.844e-02, eta: 3 days, 2:19:46, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3294, top5_acc: 0.5972, loss_cls: 7.2950, loss: 7.2950 2025-08-08 18:53:57,970 - pyskl - INFO - Epoch [88][5100/7492] lr: 1.844e-02, eta: 3 days, 2:18:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3450, top5_acc: 0.5966, loss_cls: 7.3154, loss: 7.3154 2025-08-08 18:54:54,768 - pyskl - INFO - Epoch [88][5200/7492] lr: 1.843e-02, eta: 3 days, 2:17:50, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5897, loss_cls: 7.3468, loss: 7.3468 2025-08-08 18:55:51,692 - pyskl - INFO - Epoch [88][5300/7492] lr: 1.842e-02, eta: 3 days, 2:16:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3431, top5_acc: 0.5947, loss_cls: 7.3726, loss: 7.3726 2025-08-08 18:56:48,975 - pyskl - INFO - Epoch [88][5400/7492] lr: 1.842e-02, eta: 3 days, 2:15:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3384, top5_acc: 0.5953, loss_cls: 7.3660, loss: 7.3660 2025-08-08 18:57:45,896 - pyskl - INFO - Epoch [88][5500/7492] lr: 1.841e-02, eta: 3 days, 2:14:58, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6162, loss_cls: 7.1974, loss: 7.1974 2025-08-08 18:58:42,779 - pyskl - INFO - Epoch [88][5600/7492] lr: 1.840e-02, eta: 3 days, 2:14:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.5950, loss_cls: 7.3948, loss: 7.3948 2025-08-08 18:59:40,217 - pyskl - INFO - Epoch [88][5700/7492] lr: 1.840e-02, eta: 3 days, 2:13:03, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.5978, loss_cls: 7.3703, loss: 7.3703 2025-08-08 19:00:37,487 - pyskl - INFO - Epoch [88][5800/7492] lr: 1.839e-02, eta: 3 days, 2:12:06, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5866, loss_cls: 7.4215, loss: 7.4215 2025-08-08 19:01:34,377 - pyskl - INFO - Epoch [88][5900/7492] lr: 1.838e-02, eta: 3 days, 2:11:08, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6016, loss_cls: 7.2346, loss: 7.2346 2025-08-08 19:02:32,209 - pyskl - INFO - Epoch [88][6000/7492] lr: 1.838e-02, eta: 3 days, 2:10:11, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3444, top5_acc: 0.6078, loss_cls: 7.2854, loss: 7.2854 2025-08-08 19:03:29,602 - pyskl - INFO - Epoch [88][6100/7492] lr: 1.837e-02, eta: 3 days, 2:09:14, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 7.3337, loss: 7.3337 2025-08-08 19:04:27,406 - pyskl - INFO - Epoch [88][6200/7492] lr: 1.836e-02, eta: 3 days, 2:08:17, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.5978, loss_cls: 7.3316, loss: 7.3316 2025-08-08 19:05:26,120 - pyskl - INFO - Epoch [88][6300/7492] lr: 1.836e-02, eta: 3 days, 2:07:21, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.6019, loss_cls: 7.3795, loss: 7.3795 2025-08-08 19:06:24,829 - pyskl - INFO - Epoch [88][6400/7492] lr: 1.835e-02, eta: 3 days, 2:06:25, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3412, top5_acc: 0.5897, loss_cls: 7.3171, loss: 7.3171 2025-08-08 19:07:22,633 - pyskl - INFO - Epoch [88][6500/7492] lr: 1.834e-02, eta: 3 days, 2:05:28, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3306, top5_acc: 0.5891, loss_cls: 7.3996, loss: 7.3996 2025-08-08 19:08:20,675 - pyskl - INFO - Epoch [88][6600/7492] lr: 1.834e-02, eta: 3 days, 2:04:31, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.6012, loss_cls: 7.2969, loss: 7.2969 2025-08-08 19:09:18,086 - pyskl - INFO - Epoch [88][6700/7492] lr: 1.833e-02, eta: 3 days, 2:03:34, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3366, top5_acc: 0.5922, loss_cls: 7.2975, loss: 7.2975 2025-08-08 19:10:15,516 - pyskl - INFO - Epoch [88][6800/7492] lr: 1.832e-02, eta: 3 days, 2:02:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5819, loss_cls: 7.3605, loss: 7.3605 2025-08-08 19:11:12,913 - pyskl - INFO - Epoch [88][6900/7492] lr: 1.832e-02, eta: 3 days, 2:01:39, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6059, loss_cls: 7.2363, loss: 7.2363 2025-08-08 19:12:10,201 - pyskl - INFO - Epoch [88][7000/7492] lr: 1.831e-02, eta: 3 days, 2:00:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.5900, loss_cls: 7.3573, loss: 7.3573 2025-08-08 19:13:08,166 - pyskl - INFO - Epoch [88][7100/7492] lr: 1.830e-02, eta: 3 days, 1:59:45, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.6050, loss_cls: 7.3043, loss: 7.3043 2025-08-08 19:14:05,502 - pyskl - INFO - Epoch [88][7200/7492] lr: 1.830e-02, eta: 3 days, 1:58:48, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3378, top5_acc: 0.5884, loss_cls: 7.3545, loss: 7.3545 2025-08-08 19:15:02,536 - pyskl - INFO - Epoch [88][7300/7492] lr: 1.829e-02, eta: 3 days, 1:57:50, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3328, top5_acc: 0.5797, loss_cls: 7.3382, loss: 7.3382 2025-08-08 19:15:59,659 - pyskl - INFO - Epoch [88][7400/7492] lr: 1.828e-02, eta: 3 days, 1:56:53, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3513, top5_acc: 0.5909, loss_cls: 7.3128, loss: 7.3128 2025-08-08 19:16:54,563 - pyskl - INFO - Saving checkpoint at 88 epochs 2025-08-08 19:17:43,639 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 19:17:44,298 - pyskl - INFO - top1_acc 0.3003 top5_acc 0.5558 2025-08-08 19:17:44,298 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 19:17:44,349 - pyskl - INFO - mean_acc 0.3001 2025-08-08 19:17:44,361 - pyskl - INFO - Epoch(val) [88][617] top1_acc: 0.3003, top5_acc: 0.5558, mean_class_accuracy: 0.3001 2025-08-08 19:19:18,306 - pyskl - INFO - Epoch [89][100/7492] lr: 1.827e-02, eta: 3 days, 1:54:52, time: 0.939, data_time: 0.334, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6194, loss_cls: 7.2351, loss: 7.2351 2025-08-08 19:20:15,570 - pyskl - INFO - Epoch [89][200/7492] lr: 1.826e-02, eta: 3 days, 1:53:54, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.6075, loss_cls: 7.2474, loss: 7.2474 2025-08-08 19:21:13,155 - pyskl - INFO - Epoch [89][300/7492] lr: 1.826e-02, eta: 3 days, 1:52:57, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6191, loss_cls: 7.1290, loss: 7.1290 2025-08-08 19:22:10,603 - pyskl - INFO - Epoch [89][400/7492] lr: 1.825e-02, eta: 3 days, 1:52:00, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3503, top5_acc: 0.6128, loss_cls: 7.2074, loss: 7.2074 2025-08-08 19:23:07,677 - pyskl - INFO - Epoch [89][500/7492] lr: 1.824e-02, eta: 3 days, 1:51:02, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3581, top5_acc: 0.6147, loss_cls: 7.2311, loss: 7.2311 2025-08-08 19:24:05,045 - pyskl - INFO - Epoch [89][600/7492] lr: 1.824e-02, eta: 3 days, 1:50:05, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3588, top5_acc: 0.6191, loss_cls: 7.1944, loss: 7.1944 2025-08-08 19:25:02,829 - pyskl - INFO - Epoch [89][700/7492] lr: 1.823e-02, eta: 3 days, 1:49:08, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3488, top5_acc: 0.5941, loss_cls: 7.2867, loss: 7.2867 2025-08-08 19:25:59,526 - pyskl - INFO - Epoch [89][800/7492] lr: 1.822e-02, eta: 3 days, 1:48:11, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.5969, loss_cls: 7.2338, loss: 7.2338 2025-08-08 19:26:56,355 - pyskl - INFO - Epoch [89][900/7492] lr: 1.822e-02, eta: 3 days, 1:47:13, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.6200, loss_cls: 7.1825, loss: 7.1825 2025-08-08 19:27:55,323 - pyskl - INFO - Epoch [89][1000/7492] lr: 1.821e-02, eta: 3 days, 1:46:17, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3519, top5_acc: 0.5984, loss_cls: 7.3071, loss: 7.3071 2025-08-08 19:28:52,364 - pyskl - INFO - Epoch [89][1100/7492] lr: 1.820e-02, eta: 3 days, 1:45:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3494, top5_acc: 0.6084, loss_cls: 7.2708, loss: 7.2708 2025-08-08 19:29:49,286 - pyskl - INFO - Epoch [89][1200/7492] lr: 1.820e-02, eta: 3 days, 1:44:22, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.6072, loss_cls: 7.2149, loss: 7.2149 2025-08-08 19:30:46,126 - pyskl - INFO - Epoch [89][1300/7492] lr: 1.819e-02, eta: 3 days, 1:43:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5953, loss_cls: 7.4084, loss: 7.4084 2025-08-08 19:31:43,455 - pyskl - INFO - Epoch [89][1400/7492] lr: 1.818e-02, eta: 3 days, 1:42:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3441, top5_acc: 0.6091, loss_cls: 7.2327, loss: 7.2327 2025-08-08 19:32:40,527 - pyskl - INFO - Epoch [89][1500/7492] lr: 1.818e-02, eta: 3 days, 1:41:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.6000, loss_cls: 7.2845, loss: 7.2845 2025-08-08 19:33:37,365 - pyskl - INFO - Epoch [89][1600/7492] lr: 1.817e-02, eta: 3 days, 1:40:32, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.5988, loss_cls: 7.3348, loss: 7.3348 2025-08-08 19:34:33,922 - pyskl - INFO - Epoch [89][1700/7492] lr: 1.816e-02, eta: 3 days, 1:39:34, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.6034, loss_cls: 7.3177, loss: 7.3177 2025-08-08 19:35:31,085 - pyskl - INFO - Epoch [89][1800/7492] lr: 1.816e-02, eta: 3 days, 1:38:37, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6125, loss_cls: 7.1883, loss: 7.1883 2025-08-08 19:36:28,090 - pyskl - INFO - Epoch [89][1900/7492] lr: 1.815e-02, eta: 3 days, 1:37:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3269, top5_acc: 0.5837, loss_cls: 7.4244, loss: 7.4244 2025-08-08 19:37:25,425 - pyskl - INFO - Epoch [89][2000/7492] lr: 1.814e-02, eta: 3 days, 1:36:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3406, top5_acc: 0.5891, loss_cls: 7.2492, loss: 7.2492 2025-08-08 19:38:22,491 - pyskl - INFO - Epoch [89][2100/7492] lr: 1.814e-02, eta: 3 days, 1:35:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6044, loss_cls: 7.2590, loss: 7.2590 2025-08-08 19:39:19,606 - pyskl - INFO - Epoch [89][2200/7492] lr: 1.813e-02, eta: 3 days, 1:34:47, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.6009, loss_cls: 7.3848, loss: 7.3848 2025-08-08 19:40:16,670 - pyskl - INFO - Epoch [89][2300/7492] lr: 1.812e-02, eta: 3 days, 1:33:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3519, top5_acc: 0.6069, loss_cls: 7.2203, loss: 7.2203 2025-08-08 19:41:15,156 - pyskl - INFO - Epoch [89][2400/7492] lr: 1.812e-02, eta: 3 days, 1:32:53, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3438, top5_acc: 0.6053, loss_cls: 7.2625, loss: 7.2625 2025-08-08 19:42:13,704 - pyskl - INFO - Epoch [89][2500/7492] lr: 1.811e-02, eta: 3 days, 1:31:57, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.5950, loss_cls: 7.3636, loss: 7.3636 2025-08-08 19:43:12,371 - pyskl - INFO - Epoch [89][2600/7492] lr: 1.810e-02, eta: 3 days, 1:31:00, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.6006, loss_cls: 7.2676, loss: 7.2676 2025-08-08 19:44:09,621 - pyskl - INFO - Epoch [89][2700/7492] lr: 1.810e-02, eta: 3 days, 1:30:03, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6072, loss_cls: 7.3247, loss: 7.3247 2025-08-08 19:45:07,079 - pyskl - INFO - Epoch [89][2800/7492] lr: 1.809e-02, eta: 3 days, 1:29:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6144, loss_cls: 7.2460, loss: 7.2460 2025-08-08 19:46:04,957 - pyskl - INFO - Epoch [89][2900/7492] lr: 1.808e-02, eta: 3 days, 1:28:09, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.5884, loss_cls: 7.3599, loss: 7.3599 2025-08-08 19:47:01,775 - pyskl - INFO - Epoch [89][3000/7492] lr: 1.808e-02, eta: 3 days, 1:27:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.6028, loss_cls: 7.3154, loss: 7.3154 2025-08-08 19:47:59,215 - pyskl - INFO - Epoch [89][3100/7492] lr: 1.807e-02, eta: 3 days, 1:26:14, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3253, top5_acc: 0.5850, loss_cls: 7.4145, loss: 7.4145 2025-08-08 19:48:55,858 - pyskl - INFO - Epoch [89][3200/7492] lr: 1.806e-02, eta: 3 days, 1:25:16, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3344, top5_acc: 0.6012, loss_cls: 7.3495, loss: 7.3495 2025-08-08 19:49:52,994 - pyskl - INFO - Epoch [89][3300/7492] lr: 1.806e-02, eta: 3 days, 1:24:19, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3416, top5_acc: 0.5909, loss_cls: 7.2604, loss: 7.2604 2025-08-08 19:50:49,987 - pyskl - INFO - Epoch [89][3400/7492] lr: 1.805e-02, eta: 3 days, 1:23:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3503, top5_acc: 0.6031, loss_cls: 7.2356, loss: 7.2356 2025-08-08 19:51:46,838 - pyskl - INFO - Epoch [89][3500/7492] lr: 1.804e-02, eta: 3 days, 1:22:24, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.5894, loss_cls: 7.3365, loss: 7.3365 2025-08-08 19:52:43,976 - pyskl - INFO - Epoch [89][3600/7492] lr: 1.804e-02, eta: 3 days, 1:21:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3488, top5_acc: 0.6031, loss_cls: 7.3188, loss: 7.3188 2025-08-08 19:53:40,812 - pyskl - INFO - Epoch [89][3700/7492] lr: 1.803e-02, eta: 3 days, 1:20:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3406, top5_acc: 0.6012, loss_cls: 7.2996, loss: 7.2996 2025-08-08 19:54:38,220 - pyskl - INFO - Epoch [89][3800/7492] lr: 1.802e-02, eta: 3 days, 1:19:31, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3513, top5_acc: 0.6072, loss_cls: 7.2442, loss: 7.2442 2025-08-08 19:55:35,212 - pyskl - INFO - Epoch [89][3900/7492] lr: 1.801e-02, eta: 3 days, 1:18:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6050, loss_cls: 7.2560, loss: 7.2560 2025-08-08 19:56:32,252 - pyskl - INFO - Epoch [89][4000/7492] lr: 1.801e-02, eta: 3 days, 1:17:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.6028, loss_cls: 7.2980, loss: 7.2980 2025-08-08 19:57:29,615 - pyskl - INFO - Epoch [89][4100/7492] lr: 1.800e-02, eta: 3 days, 1:16:39, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.5962, loss_cls: 7.3716, loss: 7.3716 2025-08-08 19:58:26,862 - pyskl - INFO - Epoch [89][4200/7492] lr: 1.799e-02, eta: 3 days, 1:15:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3431, top5_acc: 0.5959, loss_cls: 7.3793, loss: 7.3793 2025-08-08 19:59:24,850 - pyskl - INFO - Epoch [89][4300/7492] lr: 1.799e-02, eta: 3 days, 1:14:45, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.6028, loss_cls: 7.2807, loss: 7.2807 2025-08-08 20:00:21,947 - pyskl - INFO - Epoch [89][4400/7492] lr: 1.798e-02, eta: 3 days, 1:13:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.6006, loss_cls: 7.2816, loss: 7.2816 2025-08-08 20:01:19,715 - pyskl - INFO - Epoch [89][4500/7492] lr: 1.797e-02, eta: 3 days, 1:12:51, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5947, loss_cls: 7.3610, loss: 7.3610 2025-08-08 20:02:16,972 - pyskl - INFO - Epoch [89][4600/7492] lr: 1.797e-02, eta: 3 days, 1:11:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3369, top5_acc: 0.5891, loss_cls: 7.3516, loss: 7.3516 2025-08-08 20:03:13,915 - pyskl - INFO - Epoch [89][4700/7492] lr: 1.796e-02, eta: 3 days, 1:10:56, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6119, loss_cls: 7.1868, loss: 7.1868 2025-08-08 20:04:11,248 - pyskl - INFO - Epoch [89][4800/7492] lr: 1.795e-02, eta: 3 days, 1:09:58, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3275, top5_acc: 0.5931, loss_cls: 7.4125, loss: 7.4125 2025-08-08 20:05:08,743 - pyskl - INFO - Epoch [89][4900/7492] lr: 1.795e-02, eta: 3 days, 1:09:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3519, top5_acc: 0.6062, loss_cls: 7.2620, loss: 7.2620 2025-08-08 20:06:06,261 - pyskl - INFO - Epoch [89][5000/7492] lr: 1.794e-02, eta: 3 days, 1:08:04, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3416, top5_acc: 0.6081, loss_cls: 7.3155, loss: 7.3155 2025-08-08 20:07:03,468 - pyskl - INFO - Epoch [89][5100/7492] lr: 1.793e-02, eta: 3 days, 1:07:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6084, loss_cls: 7.2708, loss: 7.2708 2025-08-08 20:08:01,292 - pyskl - INFO - Epoch [89][5200/7492] lr: 1.793e-02, eta: 3 days, 1:06:10, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.5984, loss_cls: 7.2166, loss: 7.2166 2025-08-08 20:08:58,636 - pyskl - INFO - Epoch [89][5300/7492] lr: 1.792e-02, eta: 3 days, 1:05:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3494, top5_acc: 0.6128, loss_cls: 7.2594, loss: 7.2594 2025-08-08 20:09:55,521 - pyskl - INFO - Epoch [89][5400/7492] lr: 1.791e-02, eta: 3 days, 1:04:15, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3406, top5_acc: 0.6031, loss_cls: 7.3550, loss: 7.3550 2025-08-08 20:10:53,200 - pyskl - INFO - Epoch [89][5500/7492] lr: 1.791e-02, eta: 3 days, 1:03:18, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6169, loss_cls: 7.1741, loss: 7.1741 2025-08-08 20:11:50,391 - pyskl - INFO - Epoch [89][5600/7492] lr: 1.790e-02, eta: 3 days, 1:02:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3541, top5_acc: 0.6022, loss_cls: 7.3120, loss: 7.3120 2025-08-08 20:12:47,207 - pyskl - INFO - Epoch [89][5700/7492] lr: 1.789e-02, eta: 3 days, 1:01:23, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6044, loss_cls: 7.1864, loss: 7.1864 2025-08-08 20:13:43,958 - pyskl - INFO - Epoch [89][5800/7492] lr: 1.789e-02, eta: 3 days, 1:00:25, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3450, top5_acc: 0.6041, loss_cls: 7.2635, loss: 7.2635 2025-08-08 20:14:41,765 - pyskl - INFO - Epoch [89][5900/7492] lr: 1.788e-02, eta: 3 days, 0:59:28, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3391, top5_acc: 0.5981, loss_cls: 7.3362, loss: 7.3362 2025-08-08 20:15:38,705 - pyskl - INFO - Epoch [89][6000/7492] lr: 1.787e-02, eta: 3 days, 0:58:31, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.6041, loss_cls: 7.3895, loss: 7.3895 2025-08-08 20:16:35,335 - pyskl - INFO - Epoch [89][6100/7492] lr: 1.787e-02, eta: 3 days, 0:57:33, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6178, loss_cls: 7.1388, loss: 7.1388 2025-08-08 20:17:32,179 - pyskl - INFO - Epoch [89][6200/7492] lr: 1.786e-02, eta: 3 days, 0:56:35, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3291, top5_acc: 0.5981, loss_cls: 7.3750, loss: 7.3750 2025-08-08 20:18:29,564 - pyskl - INFO - Epoch [89][6300/7492] lr: 1.785e-02, eta: 3 days, 0:55:38, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.6009, loss_cls: 7.2578, loss: 7.2578 2025-08-08 20:19:26,427 - pyskl - INFO - Epoch [89][6400/7492] lr: 1.785e-02, eta: 3 days, 0:54:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6016, loss_cls: 7.2023, loss: 7.2023 2025-08-08 20:20:23,540 - pyskl - INFO - Epoch [89][6500/7492] lr: 1.784e-02, eta: 3 days, 0:53:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5988, loss_cls: 7.3123, loss: 7.3123 2025-08-08 20:21:20,396 - pyskl - INFO - Epoch [89][6600/7492] lr: 1.783e-02, eta: 3 days, 0:52:46, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3422, top5_acc: 0.5975, loss_cls: 7.2764, loss: 7.2764 2025-08-08 20:22:16,988 - pyskl - INFO - Epoch [89][6700/7492] lr: 1.783e-02, eta: 3 days, 0:51:48, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3441, top5_acc: 0.6003, loss_cls: 7.3455, loss: 7.3455 2025-08-08 20:23:14,090 - pyskl - INFO - Epoch [89][6800/7492] lr: 1.782e-02, eta: 3 days, 0:50:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3391, top5_acc: 0.5981, loss_cls: 7.2889, loss: 7.2889 2025-08-08 20:24:11,376 - pyskl - INFO - Epoch [89][6900/7492] lr: 1.781e-02, eta: 3 days, 0:49:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.6053, loss_cls: 7.3810, loss: 7.3810 2025-08-08 20:25:08,576 - pyskl - INFO - Epoch [89][7000/7492] lr: 1.781e-02, eta: 3 days, 0:48:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.5981, loss_cls: 7.2806, loss: 7.2806 2025-08-08 20:26:05,963 - pyskl - INFO - Epoch [89][7100/7492] lr: 1.780e-02, eta: 3 days, 0:47:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3372, top5_acc: 0.5891, loss_cls: 7.2566, loss: 7.2566 2025-08-08 20:27:04,717 - pyskl - INFO - Epoch [89][7200/7492] lr: 1.779e-02, eta: 3 days, 0:47:02, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.5978, loss_cls: 7.2725, loss: 7.2725 2025-08-08 20:28:01,345 - pyskl - INFO - Epoch [89][7300/7492] lr: 1.779e-02, eta: 3 days, 0:46:04, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.5956, loss_cls: 7.2846, loss: 7.2846 2025-08-08 20:28:57,830 - pyskl - INFO - Epoch [89][7400/7492] lr: 1.778e-02, eta: 3 days, 0:45:07, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.5869, loss_cls: 7.2668, loss: 7.2668 2025-08-08 20:29:51,755 - pyskl - INFO - Saving checkpoint at 89 epochs 2025-08-08 20:30:40,515 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 20:30:41,174 - pyskl - INFO - top1_acc 0.3006 top5_acc 0.5544 2025-08-08 20:30:41,175 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 20:30:41,222 - pyskl - INFO - mean_acc 0.3003 2025-08-08 20:30:41,235 - pyskl - INFO - Epoch(val) [89][617] top1_acc: 0.3006, top5_acc: 0.5544, mean_class_accuracy: 0.3003 2025-08-08 20:32:13,841 - pyskl - INFO - Epoch [90][100/7492] lr: 1.777e-02, eta: 3 days, 0:43:05, time: 0.926, data_time: 0.330, memory: 11068, top1_acc: 0.3647, top5_acc: 0.6100, loss_cls: 7.2603, loss: 7.2603 2025-08-08 20:33:10,908 - pyskl - INFO - Epoch [90][200/7492] lr: 1.776e-02, eta: 3 days, 0:42:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6209, loss_cls: 7.0916, loss: 7.0916 2025-08-08 20:34:08,007 - pyskl - INFO - Epoch [90][300/7492] lr: 1.775e-02, eta: 3 days, 0:41:10, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3488, top5_acc: 0.6100, loss_cls: 7.2419, loss: 7.2419 2025-08-08 20:35:05,212 - pyskl - INFO - Epoch [90][400/7492] lr: 1.775e-02, eta: 3 days, 0:40:12, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3503, top5_acc: 0.5997, loss_cls: 7.2145, loss: 7.2145 2025-08-08 20:36:02,184 - pyskl - INFO - Epoch [90][500/7492] lr: 1.774e-02, eta: 3 days, 0:39:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3412, top5_acc: 0.5975, loss_cls: 7.3512, loss: 7.3512 2025-08-08 20:36:59,694 - pyskl - INFO - Epoch [90][600/7492] lr: 1.773e-02, eta: 3 days, 0:38:18, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6231, loss_cls: 7.1564, loss: 7.1564 2025-08-08 20:37:56,678 - pyskl - INFO - Epoch [90][700/7492] lr: 1.773e-02, eta: 3 days, 0:37:20, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3559, top5_acc: 0.6097, loss_cls: 7.2573, loss: 7.2573 2025-08-08 20:38:54,023 - pyskl - INFO - Epoch [90][800/7492] lr: 1.772e-02, eta: 3 days, 0:36:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.5969, loss_cls: 7.2943, loss: 7.2943 2025-08-08 20:39:50,760 - pyskl - INFO - Epoch [90][900/7492] lr: 1.771e-02, eta: 3 days, 0:35:25, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.6041, loss_cls: 7.1765, loss: 7.1765 2025-08-08 20:40:48,420 - pyskl - INFO - Epoch [90][1000/7492] lr: 1.771e-02, eta: 3 days, 0:34:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6169, loss_cls: 7.1445, loss: 7.1445 2025-08-08 20:41:46,289 - pyskl - INFO - Epoch [90][1100/7492] lr: 1.770e-02, eta: 3 days, 0:33:31, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3312, top5_acc: 0.5906, loss_cls: 7.3583, loss: 7.3583 2025-08-08 20:42:43,991 - pyskl - INFO - Epoch [90][1200/7492] lr: 1.769e-02, eta: 3 days, 0:32:34, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.5962, loss_cls: 7.2708, loss: 7.2708 2025-08-08 20:43:40,784 - pyskl - INFO - Epoch [90][1300/7492] lr: 1.769e-02, eta: 3 days, 0:31:37, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3584, top5_acc: 0.6016, loss_cls: 7.2422, loss: 7.2422 2025-08-08 20:44:37,654 - pyskl - INFO - Epoch [90][1400/7492] lr: 1.768e-02, eta: 3 days, 0:30:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6116, loss_cls: 7.1532, loss: 7.1532 2025-08-08 20:45:35,044 - pyskl - INFO - Epoch [90][1500/7492] lr: 1.767e-02, eta: 3 days, 0:29:42, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3447, top5_acc: 0.6062, loss_cls: 7.3140, loss: 7.3140 2025-08-08 20:46:32,660 - pyskl - INFO - Epoch [90][1600/7492] lr: 1.767e-02, eta: 3 days, 0:28:45, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6038, loss_cls: 7.2760, loss: 7.2760 2025-08-08 20:47:29,481 - pyskl - INFO - Epoch [90][1700/7492] lr: 1.766e-02, eta: 3 days, 0:27:47, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.6019, loss_cls: 7.2940, loss: 7.2940 2025-08-08 20:48:26,413 - pyskl - INFO - Epoch [90][1800/7492] lr: 1.765e-02, eta: 3 days, 0:26:50, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3556, top5_acc: 0.6125, loss_cls: 7.2227, loss: 7.2227 2025-08-08 20:49:23,006 - pyskl - INFO - Epoch [90][1900/7492] lr: 1.765e-02, eta: 3 days, 0:25:52, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.6022, loss_cls: 7.3730, loss: 7.3730 2025-08-08 20:50:20,502 - pyskl - INFO - Epoch [90][2000/7492] lr: 1.764e-02, eta: 3 days, 0:24:55, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3619, top5_acc: 0.6156, loss_cls: 7.1595, loss: 7.1595 2025-08-08 20:51:17,332 - pyskl - INFO - Epoch [90][2100/7492] lr: 1.763e-02, eta: 3 days, 0:23:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3722, top5_acc: 0.6112, loss_cls: 7.1936, loss: 7.1936 2025-08-08 20:52:14,656 - pyskl - INFO - Epoch [90][2200/7492] lr: 1.763e-02, eta: 3 days, 0:23:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3438, top5_acc: 0.5956, loss_cls: 7.2816, loss: 7.2816 2025-08-08 20:53:11,247 - pyskl - INFO - Epoch [90][2300/7492] lr: 1.762e-02, eta: 3 days, 0:22:02, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3500, top5_acc: 0.5931, loss_cls: 7.3021, loss: 7.3021 2025-08-08 20:54:08,883 - pyskl - INFO - Epoch [90][2400/7492] lr: 1.761e-02, eta: 3 days, 0:21:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3434, top5_acc: 0.5997, loss_cls: 7.2433, loss: 7.2433 2025-08-08 20:55:05,541 - pyskl - INFO - Epoch [90][2500/7492] lr: 1.761e-02, eta: 3 days, 0:20:07, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.5972, loss_cls: 7.3142, loss: 7.3142 2025-08-08 20:56:03,025 - pyskl - INFO - Epoch [90][2600/7492] lr: 1.760e-02, eta: 3 days, 0:19:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3544, top5_acc: 0.5934, loss_cls: 7.3573, loss: 7.3573 2025-08-08 20:57:01,392 - pyskl - INFO - Epoch [90][2700/7492] lr: 1.759e-02, eta: 3 days, 0:18:14, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6194, loss_cls: 7.2976, loss: 7.2976 2025-08-08 20:57:58,763 - pyskl - INFO - Epoch [90][2800/7492] lr: 1.759e-02, eta: 3 days, 0:17:16, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6112, loss_cls: 7.2210, loss: 7.2210 2025-08-08 20:58:56,823 - pyskl - INFO - Epoch [90][2900/7492] lr: 1.758e-02, eta: 3 days, 0:16:20, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.5975, loss_cls: 7.2543, loss: 7.2543 2025-08-08 20:59:55,438 - pyskl - INFO - Epoch [90][3000/7492] lr: 1.757e-02, eta: 3 days, 0:15:23, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3337, top5_acc: 0.6066, loss_cls: 7.2466, loss: 7.2466 2025-08-08 21:00:52,523 - pyskl - INFO - Epoch [90][3100/7492] lr: 1.757e-02, eta: 3 days, 0:14:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6172, loss_cls: 7.2003, loss: 7.2003 2025-08-08 21:01:49,459 - pyskl - INFO - Epoch [90][3200/7492] lr: 1.756e-02, eta: 3 days, 0:13:28, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3503, top5_acc: 0.6103, loss_cls: 7.2073, loss: 7.2073 2025-08-08 21:02:46,654 - pyskl - INFO - Epoch [90][3300/7492] lr: 1.755e-02, eta: 3 days, 0:12:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6028, loss_cls: 7.1980, loss: 7.1980 2025-08-08 21:03:44,117 - pyskl - INFO - Epoch [90][3400/7492] lr: 1.755e-02, eta: 3 days, 0:11:34, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6088, loss_cls: 7.2675, loss: 7.2675 2025-08-08 21:04:41,336 - pyskl - INFO - Epoch [90][3500/7492] lr: 1.754e-02, eta: 3 days, 0:10:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6156, loss_cls: 7.1972, loss: 7.1972 2025-08-08 21:05:38,987 - pyskl - INFO - Epoch [90][3600/7492] lr: 1.753e-02, eta: 3 days, 0:09:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.6109, loss_cls: 7.2583, loss: 7.2583 2025-08-08 21:06:35,668 - pyskl - INFO - Epoch [90][3700/7492] lr: 1.753e-02, eta: 3 days, 0:08:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5981, loss_cls: 7.2972, loss: 7.2972 2025-08-08 21:07:32,906 - pyskl - INFO - Epoch [90][3800/7492] lr: 1.752e-02, eta: 3 days, 0:07:44, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.5941, loss_cls: 7.2509, loss: 7.2509 2025-08-08 21:08:30,184 - pyskl - INFO - Epoch [90][3900/7492] lr: 1.751e-02, eta: 3 days, 0:06:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6153, loss_cls: 7.1951, loss: 7.1951 2025-08-08 21:09:26,912 - pyskl - INFO - Epoch [90][4000/7492] lr: 1.751e-02, eta: 3 days, 0:05:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3450, top5_acc: 0.5950, loss_cls: 7.3221, loss: 7.3221 2025-08-08 21:10:24,287 - pyskl - INFO - Epoch [90][4100/7492] lr: 1.750e-02, eta: 3 days, 0:04:52, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6028, loss_cls: 7.2520, loss: 7.2520 2025-08-08 21:11:21,172 - pyskl - INFO - Epoch [90][4200/7492] lr: 1.749e-02, eta: 3 days, 0:03:54, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3488, top5_acc: 0.6006, loss_cls: 7.2784, loss: 7.2784 2025-08-08 21:12:18,187 - pyskl - INFO - Epoch [90][4300/7492] lr: 1.749e-02, eta: 3 days, 0:02:57, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 7.2512, loss: 7.2512 2025-08-08 21:13:15,704 - pyskl - INFO - Epoch [90][4400/7492] lr: 1.748e-02, eta: 3 days, 0:02:00, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.6047, loss_cls: 7.3289, loss: 7.3289 2025-08-08 21:14:13,294 - pyskl - INFO - Epoch [90][4500/7492] lr: 1.747e-02, eta: 3 days, 0:01:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6056, loss_cls: 7.1940, loss: 7.1940 2025-08-08 21:15:09,984 - pyskl - INFO - Epoch [90][4600/7492] lr: 1.747e-02, eta: 3 days, 0:00:05, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3272, top5_acc: 0.5819, loss_cls: 7.3992, loss: 7.3992 2025-08-08 21:16:07,141 - pyskl - INFO - Epoch [90][4700/7492] lr: 1.746e-02, eta: 2 days, 23:59:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6259, loss_cls: 7.2153, loss: 7.2153 2025-08-08 21:17:03,905 - pyskl - INFO - Epoch [90][4800/7492] lr: 1.745e-02, eta: 2 days, 23:58:10, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.5962, loss_cls: 7.3016, loss: 7.3016 2025-08-08 21:18:01,446 - pyskl - INFO - Epoch [90][4900/7492] lr: 1.745e-02, eta: 2 days, 23:57:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3397, top5_acc: 0.5969, loss_cls: 7.3595, loss: 7.3595 2025-08-08 21:18:58,415 - pyskl - INFO - Epoch [90][5000/7492] lr: 1.744e-02, eta: 2 days, 23:56:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3550, top5_acc: 0.5941, loss_cls: 7.2211, loss: 7.2211 2025-08-08 21:19:55,304 - pyskl - INFO - Epoch [90][5100/7492] lr: 1.743e-02, eta: 2 days, 23:55:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3544, top5_acc: 0.6103, loss_cls: 7.2322, loss: 7.2322 2025-08-08 21:20:52,468 - pyskl - INFO - Epoch [90][5200/7492] lr: 1.743e-02, eta: 2 days, 23:54:20, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.5984, loss_cls: 7.2030, loss: 7.2030 2025-08-08 21:21:49,660 - pyskl - INFO - Epoch [90][5300/7492] lr: 1.742e-02, eta: 2 days, 23:53:23, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3509, top5_acc: 0.6069, loss_cls: 7.2428, loss: 7.2428 2025-08-08 21:22:46,577 - pyskl - INFO - Epoch [90][5400/7492] lr: 1.741e-02, eta: 2 days, 23:52:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3416, top5_acc: 0.6006, loss_cls: 7.2502, loss: 7.2502 2025-08-08 21:23:44,090 - pyskl - INFO - Epoch [90][5500/7492] lr: 1.741e-02, eta: 2 days, 23:51:28, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3259, top5_acc: 0.5944, loss_cls: 7.3416, loss: 7.3416 2025-08-08 21:24:41,093 - pyskl - INFO - Epoch [90][5600/7492] lr: 1.740e-02, eta: 2 days, 23:50:31, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.5950, loss_cls: 7.1595, loss: 7.1595 2025-08-08 21:25:38,053 - pyskl - INFO - Epoch [90][5700/7492] lr: 1.739e-02, eta: 2 days, 23:49:33, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3353, top5_acc: 0.6006, loss_cls: 7.3421, loss: 7.3421 2025-08-08 21:26:35,145 - pyskl - INFO - Epoch [90][5800/7492] lr: 1.739e-02, eta: 2 days, 23:48:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3522, top5_acc: 0.6116, loss_cls: 7.2055, loss: 7.2055 2025-08-08 21:27:32,064 - pyskl - INFO - Epoch [90][5900/7492] lr: 1.738e-02, eta: 2 days, 23:47:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.6047, loss_cls: 7.2944, loss: 7.2944 2025-08-08 21:28:28,926 - pyskl - INFO - Epoch [90][6000/7492] lr: 1.737e-02, eta: 2 days, 23:46:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.6097, loss_cls: 7.2034, loss: 7.2034 2025-08-08 21:29:25,869 - pyskl - INFO - Epoch [90][6100/7492] lr: 1.737e-02, eta: 2 days, 23:45:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3362, top5_acc: 0.6075, loss_cls: 7.2137, loss: 7.2137 2025-08-08 21:30:23,046 - pyskl - INFO - Epoch [90][6200/7492] lr: 1.736e-02, eta: 2 days, 23:44:46, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3447, top5_acc: 0.6028, loss_cls: 7.3270, loss: 7.3270 2025-08-08 21:31:20,264 - pyskl - INFO - Epoch [90][6300/7492] lr: 1.735e-02, eta: 2 days, 23:43:48, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6059, loss_cls: 7.1824, loss: 7.1824 2025-08-08 21:32:16,698 - pyskl - INFO - Epoch [90][6400/7492] lr: 1.735e-02, eta: 2 days, 23:42:51, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.5859, loss_cls: 7.3641, loss: 7.3641 2025-08-08 21:33:13,344 - pyskl - INFO - Epoch [90][6500/7492] lr: 1.734e-02, eta: 2 days, 23:41:53, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3472, top5_acc: 0.6066, loss_cls: 7.2651, loss: 7.2651 2025-08-08 21:34:10,632 - pyskl - INFO - Epoch [90][6600/7492] lr: 1.733e-02, eta: 2 days, 23:40:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.5969, loss_cls: 7.2627, loss: 7.2627 2025-08-08 21:35:07,147 - pyskl - INFO - Epoch [90][6700/7492] lr: 1.733e-02, eta: 2 days, 23:39:58, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3541, top5_acc: 0.6066, loss_cls: 7.2630, loss: 7.2630 2025-08-08 21:36:03,903 - pyskl - INFO - Epoch [90][6800/7492] lr: 1.732e-02, eta: 2 days, 23:39:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.5938, loss_cls: 7.2833, loss: 7.2833 2025-08-08 21:37:01,435 - pyskl - INFO - Epoch [90][6900/7492] lr: 1.731e-02, eta: 2 days, 23:38:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.5947, loss_cls: 7.2738, loss: 7.2738 2025-08-08 21:37:57,810 - pyskl - INFO - Epoch [90][7000/7492] lr: 1.731e-02, eta: 2 days, 23:37:05, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5928, loss_cls: 7.3623, loss: 7.3623 2025-08-08 21:38:54,933 - pyskl - INFO - Epoch [90][7100/7492] lr: 1.730e-02, eta: 2 days, 23:36:08, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6088, loss_cls: 7.2990, loss: 7.2990 2025-08-08 21:39:52,004 - pyskl - INFO - Epoch [90][7200/7492] lr: 1.729e-02, eta: 2 days, 23:35:10, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3416, top5_acc: 0.5834, loss_cls: 7.4084, loss: 7.4084 2025-08-08 21:40:48,711 - pyskl - INFO - Epoch [90][7300/7492] lr: 1.729e-02, eta: 2 days, 23:34:13, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3513, top5_acc: 0.6012, loss_cls: 7.2437, loss: 7.2437 2025-08-08 21:41:46,068 - pyskl - INFO - Epoch [90][7400/7492] lr: 1.728e-02, eta: 2 days, 23:33:15, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.5894, loss_cls: 7.2485, loss: 7.2485 2025-08-08 21:42:40,146 - pyskl - INFO - Saving checkpoint at 90 epochs 2025-08-08 21:43:28,490 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 21:43:29,160 - pyskl - INFO - top1_acc 0.2974 top5_acc 0.5519 2025-08-08 21:43:29,160 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 21:43:29,214 - pyskl - INFO - mean_acc 0.2972 2025-08-08 21:43:29,233 - pyskl - INFO - Epoch(val) [90][617] top1_acc: 0.2974, top5_acc: 0.5519, mean_class_accuracy: 0.2972 2025-08-08 21:45:01,704 - pyskl - INFO - Epoch [91][100/7492] lr: 1.727e-02, eta: 2 days, 23:31:14, time: 0.925, data_time: 0.336, memory: 11068, top1_acc: 0.3666, top5_acc: 0.6072, loss_cls: 7.1429, loss: 7.1429 2025-08-08 21:45:59,311 - pyskl - INFO - Epoch [91][200/7492] lr: 1.726e-02, eta: 2 days, 23:30:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 7.1927, loss: 7.1927 2025-08-08 21:46:56,290 - pyskl - INFO - Epoch [91][300/7492] lr: 1.725e-02, eta: 2 days, 23:29:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3266, top5_acc: 0.6028, loss_cls: 7.2600, loss: 7.2600 2025-08-08 21:47:53,509 - pyskl - INFO - Epoch [91][400/7492] lr: 1.725e-02, eta: 2 days, 23:28:22, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6016, loss_cls: 7.2743, loss: 7.2743 2025-08-08 21:48:50,621 - pyskl - INFO - Epoch [91][500/7492] lr: 1.724e-02, eta: 2 days, 23:27:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3588, top5_acc: 0.6134, loss_cls: 7.1841, loss: 7.1841 2025-08-08 21:49:47,788 - pyskl - INFO - Epoch [91][600/7492] lr: 1.723e-02, eta: 2 days, 23:26:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3606, top5_acc: 0.6284, loss_cls: 7.1149, loss: 7.1149 2025-08-08 21:50:46,130 - pyskl - INFO - Epoch [91][700/7492] lr: 1.723e-02, eta: 2 days, 23:25:30, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3694, top5_acc: 0.6062, loss_cls: 7.1805, loss: 7.1805 2025-08-08 21:51:42,950 - pyskl - INFO - Epoch [91][800/7492] lr: 1.722e-02, eta: 2 days, 23:24:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3359, top5_acc: 0.6066, loss_cls: 7.2824, loss: 7.2824 2025-08-08 21:52:39,444 - pyskl - INFO - Epoch [91][900/7492] lr: 1.721e-02, eta: 2 days, 23:23:35, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.5997, loss_cls: 7.2239, loss: 7.2239 2025-08-08 21:53:36,402 - pyskl - INFO - Epoch [91][1000/7492] lr: 1.721e-02, eta: 2 days, 23:22:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6147, loss_cls: 7.2155, loss: 7.2155 2025-08-08 21:54:34,959 - pyskl - INFO - Epoch [91][1100/7492] lr: 1.720e-02, eta: 2 days, 23:21:41, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6184, loss_cls: 7.1667, loss: 7.1667 2025-08-08 21:55:33,115 - pyskl - INFO - Epoch [91][1200/7492] lr: 1.719e-02, eta: 2 days, 23:20:44, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3531, top5_acc: 0.6038, loss_cls: 7.2163, loss: 7.2163 2025-08-08 21:56:30,493 - pyskl - INFO - Epoch [91][1300/7492] lr: 1.719e-02, eta: 2 days, 23:19:47, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.6022, loss_cls: 7.2229, loss: 7.2229 2025-08-08 21:57:27,619 - pyskl - INFO - Epoch [91][1400/7492] lr: 1.718e-02, eta: 2 days, 23:18:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3631, top5_acc: 0.6084, loss_cls: 7.1836, loss: 7.1836 2025-08-08 21:58:24,796 - pyskl - INFO - Epoch [91][1500/7492] lr: 1.718e-02, eta: 2 days, 23:17:52, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6253, loss_cls: 7.1772, loss: 7.1772 2025-08-08 21:59:21,834 - pyskl - INFO - Epoch [91][1600/7492] lr: 1.717e-02, eta: 2 days, 23:16:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3519, top5_acc: 0.6103, loss_cls: 7.2020, loss: 7.2020 2025-08-08 22:00:19,270 - pyskl - INFO - Epoch [91][1700/7492] lr: 1.716e-02, eta: 2 days, 23:15:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.6109, loss_cls: 7.2712, loss: 7.2712 2025-08-08 22:01:16,337 - pyskl - INFO - Epoch [91][1800/7492] lr: 1.716e-02, eta: 2 days, 23:15:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3494, top5_acc: 0.6112, loss_cls: 7.1449, loss: 7.1449 2025-08-08 22:02:13,835 - pyskl - INFO - Epoch [91][1900/7492] lr: 1.715e-02, eta: 2 days, 23:14:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3678, top5_acc: 0.6197, loss_cls: 7.1237, loss: 7.1237 2025-08-08 22:03:10,820 - pyskl - INFO - Epoch [91][2000/7492] lr: 1.714e-02, eta: 2 days, 23:13:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6075, loss_cls: 7.1651, loss: 7.1651 2025-08-08 22:04:08,050 - pyskl - INFO - Epoch [91][2100/7492] lr: 1.714e-02, eta: 2 days, 23:12:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6038, loss_cls: 7.2470, loss: 7.2470 2025-08-08 22:05:05,560 - pyskl - INFO - Epoch [91][2200/7492] lr: 1.713e-02, eta: 2 days, 23:11:11, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3438, top5_acc: 0.5931, loss_cls: 7.2758, loss: 7.2758 2025-08-08 22:06:03,106 - pyskl - INFO - Epoch [91][2300/7492] lr: 1.712e-02, eta: 2 days, 23:10:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6147, loss_cls: 7.1734, loss: 7.1734 2025-08-08 22:07:00,033 - pyskl - INFO - Epoch [91][2400/7492] lr: 1.712e-02, eta: 2 days, 23:09:16, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3572, top5_acc: 0.6072, loss_cls: 7.1957, loss: 7.1957 2025-08-08 22:07:57,622 - pyskl - INFO - Epoch [91][2500/7492] lr: 1.711e-02, eta: 2 days, 23:08:19, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6031, loss_cls: 7.2468, loss: 7.2468 2025-08-08 22:08:54,907 - pyskl - INFO - Epoch [91][2600/7492] lr: 1.710e-02, eta: 2 days, 23:07:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6075, loss_cls: 7.2789, loss: 7.2789 2025-08-08 22:09:51,696 - pyskl - INFO - Epoch [91][2700/7492] lr: 1.710e-02, eta: 2 days, 23:06:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.5988, loss_cls: 7.3202, loss: 7.3202 2025-08-08 22:10:48,644 - pyskl - INFO - Epoch [91][2800/7492] lr: 1.709e-02, eta: 2 days, 23:05:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3572, top5_acc: 0.6100, loss_cls: 7.2092, loss: 7.2092 2025-08-08 22:11:45,645 - pyskl - INFO - Epoch [91][2900/7492] lr: 1.708e-02, eta: 2 days, 23:04:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3691, top5_acc: 0.6212, loss_cls: 7.1562, loss: 7.1562 2025-08-08 22:12:42,715 - pyskl - INFO - Epoch [91][3000/7492] lr: 1.708e-02, eta: 2 days, 23:03:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3450, top5_acc: 0.5950, loss_cls: 7.3105, loss: 7.3105 2025-08-08 22:13:41,308 - pyskl - INFO - Epoch [91][3100/7492] lr: 1.707e-02, eta: 2 days, 23:02:35, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3544, top5_acc: 0.6178, loss_cls: 7.2109, loss: 7.2109 2025-08-08 22:14:39,293 - pyskl - INFO - Epoch [91][3200/7492] lr: 1.706e-02, eta: 2 days, 23:01:39, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3488, top5_acc: 0.5997, loss_cls: 7.2330, loss: 7.2330 2025-08-08 22:15:36,545 - pyskl - INFO - Epoch [91][3300/7492] lr: 1.706e-02, eta: 2 days, 23:00:41, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3688, top5_acc: 0.6231, loss_cls: 7.1069, loss: 7.1069 2025-08-08 22:16:34,473 - pyskl - INFO - Epoch [91][3400/7492] lr: 1.705e-02, eta: 2 days, 22:59:44, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.5969, loss_cls: 7.3257, loss: 7.3257 2025-08-08 22:17:31,954 - pyskl - INFO - Epoch [91][3500/7492] lr: 1.704e-02, eta: 2 days, 22:58:47, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3584, top5_acc: 0.6103, loss_cls: 7.2288, loss: 7.2288 2025-08-08 22:18:29,294 - pyskl - INFO - Epoch [91][3600/7492] lr: 1.704e-02, eta: 2 days, 22:57:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3334, top5_acc: 0.5972, loss_cls: 7.3444, loss: 7.3444 2025-08-08 22:19:26,900 - pyskl - INFO - Epoch [91][3700/7492] lr: 1.703e-02, eta: 2 days, 22:56:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6091, loss_cls: 7.2399, loss: 7.2399 2025-08-08 22:20:24,121 - pyskl - INFO - Epoch [91][3800/7492] lr: 1.702e-02, eta: 2 days, 22:55:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.6066, loss_cls: 7.2668, loss: 7.2668 2025-08-08 22:21:21,150 - pyskl - INFO - Epoch [91][3900/7492] lr: 1.702e-02, eta: 2 days, 22:54:58, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3556, top5_acc: 0.5978, loss_cls: 7.2563, loss: 7.2563 2025-08-08 22:22:18,369 - pyskl - INFO - Epoch [91][4000/7492] lr: 1.701e-02, eta: 2 days, 22:54:01, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6162, loss_cls: 7.1558, loss: 7.1558 2025-08-08 22:23:15,205 - pyskl - INFO - Epoch [91][4100/7492] lr: 1.700e-02, eta: 2 days, 22:53:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.6016, loss_cls: 7.3036, loss: 7.3036 2025-08-08 22:24:12,267 - pyskl - INFO - Epoch [91][4200/7492] lr: 1.700e-02, eta: 2 days, 22:52:06, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.6012, loss_cls: 7.3408, loss: 7.3408 2025-08-08 22:25:09,669 - pyskl - INFO - Epoch [91][4300/7492] lr: 1.699e-02, eta: 2 days, 22:51:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6050, loss_cls: 7.2448, loss: 7.2448 2025-08-08 22:26:06,133 - pyskl - INFO - Epoch [91][4400/7492] lr: 1.698e-02, eta: 2 days, 22:50:11, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.6034, loss_cls: 7.2156, loss: 7.2156 2025-08-08 22:27:03,408 - pyskl - INFO - Epoch [91][4500/7492] lr: 1.698e-02, eta: 2 days, 22:49:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.6128, loss_cls: 7.2560, loss: 7.2560 2025-08-08 22:28:01,082 - pyskl - INFO - Epoch [91][4600/7492] lr: 1.697e-02, eta: 2 days, 22:48:16, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.5997, loss_cls: 7.3300, loss: 7.3300 2025-08-08 22:28:58,988 - pyskl - INFO - Epoch [91][4700/7492] lr: 1.696e-02, eta: 2 days, 22:47:19, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6184, loss_cls: 7.1741, loss: 7.1741 2025-08-08 22:29:56,635 - pyskl - INFO - Epoch [91][4800/7492] lr: 1.696e-02, eta: 2 days, 22:46:22, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.6031, loss_cls: 7.3091, loss: 7.3091 2025-08-08 22:30:53,335 - pyskl - INFO - Epoch [91][4900/7492] lr: 1.695e-02, eta: 2 days, 22:45:25, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6038, loss_cls: 7.2136, loss: 7.2136 2025-08-08 22:31:50,489 - pyskl - INFO - Epoch [91][5000/7492] lr: 1.694e-02, eta: 2 days, 22:44:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.5962, loss_cls: 7.2932, loss: 7.2932 2025-08-08 22:32:47,699 - pyskl - INFO - Epoch [91][5100/7492] lr: 1.694e-02, eta: 2 days, 22:43:30, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3572, top5_acc: 0.6156, loss_cls: 7.1270, loss: 7.1270 2025-08-08 22:33:44,678 - pyskl - INFO - Epoch [91][5200/7492] lr: 1.693e-02, eta: 2 days, 22:42:33, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3422, top5_acc: 0.6053, loss_cls: 7.2938, loss: 7.2938 2025-08-08 22:34:41,853 - pyskl - INFO - Epoch [91][5300/7492] lr: 1.692e-02, eta: 2 days, 22:41:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6094, loss_cls: 7.2109, loss: 7.2109 2025-08-08 22:35:38,949 - pyskl - INFO - Epoch [91][5400/7492] lr: 1.692e-02, eta: 2 days, 22:40:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3553, top5_acc: 0.6188, loss_cls: 7.2252, loss: 7.2252 2025-08-08 22:36:36,768 - pyskl - INFO - Epoch [91][5500/7492] lr: 1.691e-02, eta: 2 days, 22:39:41, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3422, top5_acc: 0.6062, loss_cls: 7.2694, loss: 7.2694 2025-08-08 22:37:34,231 - pyskl - INFO - Epoch [91][5600/7492] lr: 1.690e-02, eta: 2 days, 22:38:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.5928, loss_cls: 7.2168, loss: 7.2168 2025-08-08 22:38:31,079 - pyskl - INFO - Epoch [91][5700/7492] lr: 1.690e-02, eta: 2 days, 22:37:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.6044, loss_cls: 7.2644, loss: 7.2644 2025-08-08 22:39:27,765 - pyskl - INFO - Epoch [91][5800/7492] lr: 1.689e-02, eta: 2 days, 22:36:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.5959, loss_cls: 7.2802, loss: 7.2802 2025-08-08 22:40:24,125 - pyskl - INFO - Epoch [91][5900/7492] lr: 1.688e-02, eta: 2 days, 22:35:50, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.6172, loss_cls: 7.2342, loss: 7.2342 2025-08-08 22:41:21,357 - pyskl - INFO - Epoch [91][6000/7492] lr: 1.688e-02, eta: 2 days, 22:34:53, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3434, top5_acc: 0.5991, loss_cls: 7.3017, loss: 7.3017 2025-08-08 22:42:18,118 - pyskl - INFO - Epoch [91][6100/7492] lr: 1.687e-02, eta: 2 days, 22:33:55, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6116, loss_cls: 7.1797, loss: 7.1797 2025-08-08 22:43:15,162 - pyskl - INFO - Epoch [91][6200/7492] lr: 1.686e-02, eta: 2 days, 22:32:58, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3503, top5_acc: 0.6159, loss_cls: 7.1798, loss: 7.1798 2025-08-08 22:44:11,816 - pyskl - INFO - Epoch [91][6300/7492] lr: 1.686e-02, eta: 2 days, 22:32:00, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3412, top5_acc: 0.5953, loss_cls: 7.4126, loss: 7.4126 2025-08-08 22:45:09,591 - pyskl - INFO - Epoch [91][6400/7492] lr: 1.685e-02, eta: 2 days, 22:31:03, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6156, loss_cls: 7.1465, loss: 7.1465 2025-08-08 22:46:06,992 - pyskl - INFO - Epoch [91][6500/7492] lr: 1.684e-02, eta: 2 days, 22:30:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3578, top5_acc: 0.5934, loss_cls: 7.2638, loss: 7.2638 2025-08-08 22:47:05,194 - pyskl - INFO - Epoch [91][6600/7492] lr: 1.684e-02, eta: 2 days, 22:29:09, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6025, loss_cls: 7.2371, loss: 7.2371 2025-08-08 22:48:02,313 - pyskl - INFO - Epoch [91][6700/7492] lr: 1.683e-02, eta: 2 days, 22:28:12, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3641, top5_acc: 0.6062, loss_cls: 7.2272, loss: 7.2272 2025-08-08 22:49:00,296 - pyskl - INFO - Epoch [91][6800/7492] lr: 1.682e-02, eta: 2 days, 22:27:15, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 7.3527, loss: 7.3527 2025-08-08 22:49:57,695 - pyskl - INFO - Epoch [91][6900/7492] lr: 1.682e-02, eta: 2 days, 22:26:18, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3572, top5_acc: 0.6125, loss_cls: 7.1811, loss: 7.1811 2025-08-08 22:50:54,932 - pyskl - INFO - Epoch [91][7000/7492] lr: 1.681e-02, eta: 2 days, 22:25:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.6038, loss_cls: 7.2326, loss: 7.2326 2025-08-08 22:51:51,732 - pyskl - INFO - Epoch [91][7100/7492] lr: 1.680e-02, eta: 2 days, 22:24:23, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6041, loss_cls: 7.2018, loss: 7.2018 2025-08-08 22:52:49,103 - pyskl - INFO - Epoch [91][7200/7492] lr: 1.680e-02, eta: 2 days, 22:23:26, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3300, top5_acc: 0.5913, loss_cls: 7.3571, loss: 7.3571 2025-08-08 22:53:45,871 - pyskl - INFO - Epoch [91][7300/7492] lr: 1.679e-02, eta: 2 days, 22:22:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3444, top5_acc: 0.5934, loss_cls: 7.3330, loss: 7.3330 2025-08-08 22:54:43,039 - pyskl - INFO - Epoch [91][7400/7492] lr: 1.678e-02, eta: 2 days, 22:21:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6053, loss_cls: 7.2609, loss: 7.2609 2025-08-08 22:55:36,977 - pyskl - INFO - Saving checkpoint at 91 epochs 2025-08-08 22:56:25,105 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-08 22:56:25,769 - pyskl - INFO - top1_acc 0.3057 top5_acc 0.5599 2025-08-08 22:56:25,770 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-08 22:56:25,816 - pyskl - INFO - mean_acc 0.3056 2025-08-08 22:56:25,883 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_87.pth was removed 2025-08-08 22:56:27,430 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_91.pth. 2025-08-08 22:56:27,432 - pyskl - INFO - Best top1_acc is 0.3057 at 91 epoch. 2025-08-08 22:56:27,453 - pyskl - INFO - Epoch(val) [91][617] top1_acc: 0.3057, top5_acc: 0.5599, mean_class_accuracy: 0.3056 2025-08-08 22:57:57,240 - pyskl - INFO - Epoch [92][100/7492] lr: 1.677e-02, eta: 2 days, 22:19:28, time: 0.898, data_time: 0.327, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6175, loss_cls: 7.1756, loss: 7.1756 2025-08-08 22:58:54,428 - pyskl - INFO - Epoch [92][200/7492] lr: 1.677e-02, eta: 2 days, 22:18:30, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3550, top5_acc: 0.6275, loss_cls: 7.0742, loss: 7.0742 2025-08-08 22:59:51,425 - pyskl - INFO - Epoch [92][300/7492] lr: 1.676e-02, eta: 2 days, 22:17:33, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6178, loss_cls: 7.1761, loss: 7.1761 2025-08-08 23:00:48,580 - pyskl - INFO - Epoch [92][400/7492] lr: 1.675e-02, eta: 2 days, 22:16:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6116, loss_cls: 7.1889, loss: 7.1889 2025-08-08 23:01:45,545 - pyskl - INFO - Epoch [92][500/7492] lr: 1.675e-02, eta: 2 days, 22:15:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3697, top5_acc: 0.6209, loss_cls: 7.1661, loss: 7.1661 2025-08-08 23:02:42,428 - pyskl - INFO - Epoch [92][600/7492] lr: 1.674e-02, eta: 2 days, 22:14:40, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6153, loss_cls: 7.1816, loss: 7.1816 2025-08-08 23:03:39,681 - pyskl - INFO - Epoch [92][700/7492] lr: 1.673e-02, eta: 2 days, 22:13:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3628, top5_acc: 0.6253, loss_cls: 7.0203, loss: 7.0203 2025-08-08 23:04:37,053 - pyskl - INFO - Epoch [92][800/7492] lr: 1.673e-02, eta: 2 days, 22:12:46, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3681, top5_acc: 0.6234, loss_cls: 7.1193, loss: 7.1193 2025-08-08 23:05:34,169 - pyskl - INFO - Epoch [92][900/7492] lr: 1.672e-02, eta: 2 days, 22:11:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3347, top5_acc: 0.5997, loss_cls: 7.2339, loss: 7.2339 2025-08-08 23:06:31,096 - pyskl - INFO - Epoch [92][1000/7492] lr: 1.671e-02, eta: 2 days, 22:10:51, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6100, loss_cls: 7.1506, loss: 7.1506 2025-08-08 23:07:27,992 - pyskl - INFO - Epoch [92][1100/7492] lr: 1.671e-02, eta: 2 days, 22:09:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.6072, loss_cls: 7.1908, loss: 7.1908 2025-08-08 23:08:25,486 - pyskl - INFO - Epoch [92][1200/7492] lr: 1.670e-02, eta: 2 days, 22:08:56, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3478, top5_acc: 0.6016, loss_cls: 7.2608, loss: 7.2608 2025-08-08 23:09:22,621 - pyskl - INFO - Epoch [92][1300/7492] lr: 1.669e-02, eta: 2 days, 22:07:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3756, top5_acc: 0.6219, loss_cls: 7.1391, loss: 7.1391 2025-08-08 23:10:20,410 - pyskl - INFO - Epoch [92][1400/7492] lr: 1.669e-02, eta: 2 days, 22:07:02, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6197, loss_cls: 7.1452, loss: 7.1452 2025-08-08 23:11:17,869 - pyskl - INFO - Epoch [92][1500/7492] lr: 1.668e-02, eta: 2 days, 22:06:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.6069, loss_cls: 7.2490, loss: 7.2490 2025-08-08 23:12:15,270 - pyskl - INFO - Epoch [92][1600/7492] lr: 1.667e-02, eta: 2 days, 22:05:08, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.6150, loss_cls: 7.1937, loss: 7.1937 2025-08-08 23:13:12,054 - pyskl - INFO - Epoch [92][1700/7492] lr: 1.667e-02, eta: 2 days, 22:04:10, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3434, top5_acc: 0.5975, loss_cls: 7.2460, loss: 7.2460 2025-08-08 23:14:09,637 - pyskl - INFO - Epoch [92][1800/7492] lr: 1.666e-02, eta: 2 days, 22:03:13, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3513, top5_acc: 0.6125, loss_cls: 7.1712, loss: 7.1712 2025-08-08 23:15:06,778 - pyskl - INFO - Epoch [92][1900/7492] lr: 1.665e-02, eta: 2 days, 22:02:15, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 7.2145, loss: 7.2145 2025-08-08 23:16:03,880 - pyskl - INFO - Epoch [92][2000/7492] lr: 1.665e-02, eta: 2 days, 22:01:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6191, loss_cls: 7.1871, loss: 7.1871 2025-08-08 23:17:01,110 - pyskl - INFO - Epoch [92][2100/7492] lr: 1.664e-02, eta: 2 days, 22:00:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6081, loss_cls: 7.1585, loss: 7.1585 2025-08-08 23:17:57,514 - pyskl - INFO - Epoch [92][2200/7492] lr: 1.663e-02, eta: 2 days, 21:59:23, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.6034, loss_cls: 7.3346, loss: 7.3346 2025-08-08 23:18:54,832 - pyskl - INFO - Epoch [92][2300/7492] lr: 1.663e-02, eta: 2 days, 21:58:26, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3563, top5_acc: 0.6191, loss_cls: 7.1290, loss: 7.1290 2025-08-08 23:19:52,564 - pyskl - INFO - Epoch [92][2400/7492] lr: 1.662e-02, eta: 2 days, 21:57:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6203, loss_cls: 7.1619, loss: 7.1619 2025-08-08 23:20:49,390 - pyskl - INFO - Epoch [92][2500/7492] lr: 1.661e-02, eta: 2 days, 21:56:31, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6134, loss_cls: 7.0990, loss: 7.0990 2025-08-08 23:21:47,233 - pyskl - INFO - Epoch [92][2600/7492] lr: 1.661e-02, eta: 2 days, 21:55:34, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6025, loss_cls: 7.2947, loss: 7.2947 2025-08-08 23:22:43,863 - pyskl - INFO - Epoch [92][2700/7492] lr: 1.660e-02, eta: 2 days, 21:54:36, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6091, loss_cls: 7.1564, loss: 7.1564 2025-08-08 23:23:40,946 - pyskl - INFO - Epoch [92][2800/7492] lr: 1.659e-02, eta: 2 days, 21:53:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6216, loss_cls: 7.1368, loss: 7.1368 2025-08-08 23:24:37,540 - pyskl - INFO - Epoch [92][2900/7492] lr: 1.659e-02, eta: 2 days, 21:52:41, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3634, top5_acc: 0.6091, loss_cls: 7.2078, loss: 7.2078 2025-08-08 23:25:34,827 - pyskl - INFO - Epoch [92][3000/7492] lr: 1.658e-02, eta: 2 days, 21:51:44, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.6028, loss_cls: 7.2854, loss: 7.2854 2025-08-08 23:26:32,091 - pyskl - INFO - Epoch [92][3100/7492] lr: 1.657e-02, eta: 2 days, 21:50:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3488, top5_acc: 0.6109, loss_cls: 7.2496, loss: 7.2496 2025-08-08 23:27:30,976 - pyskl - INFO - Epoch [92][3200/7492] lr: 1.657e-02, eta: 2 days, 21:49:50, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.6094, loss_cls: 7.2352, loss: 7.2352 2025-08-08 23:28:28,320 - pyskl - INFO - Epoch [92][3300/7492] lr: 1.656e-02, eta: 2 days, 21:48:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3450, top5_acc: 0.6047, loss_cls: 7.2224, loss: 7.2224 2025-08-08 23:29:24,811 - pyskl - INFO - Epoch [92][3400/7492] lr: 1.655e-02, eta: 2 days, 21:47:55, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3509, top5_acc: 0.6128, loss_cls: 7.2293, loss: 7.2293 2025-08-08 23:30:22,245 - pyskl - INFO - Epoch [92][3500/7492] lr: 1.655e-02, eta: 2 days, 21:46:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.6125, loss_cls: 7.3106, loss: 7.3106 2025-08-08 23:31:19,175 - pyskl - INFO - Epoch [92][3600/7492] lr: 1.654e-02, eta: 2 days, 21:46:01, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6181, loss_cls: 7.0467, loss: 7.0467 2025-08-08 23:32:16,347 - pyskl - INFO - Epoch [92][3700/7492] lr: 1.653e-02, eta: 2 days, 21:45:03, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3494, top5_acc: 0.6034, loss_cls: 7.3232, loss: 7.3232 2025-08-08 23:33:13,318 - pyskl - INFO - Epoch [92][3800/7492] lr: 1.653e-02, eta: 2 days, 21:44:06, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.5878, loss_cls: 7.3020, loss: 7.3020 2025-08-08 23:34:10,375 - pyskl - INFO - Epoch [92][3900/7492] lr: 1.652e-02, eta: 2 days, 21:43:08, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3519, top5_acc: 0.6150, loss_cls: 7.1991, loss: 7.1991 2025-08-08 23:35:07,140 - pyskl - INFO - Epoch [92][4000/7492] lr: 1.651e-02, eta: 2 days, 21:42:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6034, loss_cls: 7.2427, loss: 7.2427 2025-08-08 23:36:03,853 - pyskl - INFO - Epoch [92][4100/7492] lr: 1.651e-02, eta: 2 days, 21:41:13, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.5981, loss_cls: 7.3004, loss: 7.3004 2025-08-08 23:37:00,848 - pyskl - INFO - Epoch [92][4200/7492] lr: 1.650e-02, eta: 2 days, 21:40:16, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6244, loss_cls: 7.1078, loss: 7.1078 2025-08-08 23:37:58,855 - pyskl - INFO - Epoch [92][4300/7492] lr: 1.650e-02, eta: 2 days, 21:39:19, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.5972, loss_cls: 7.2817, loss: 7.2817 2025-08-08 23:38:55,727 - pyskl - INFO - Epoch [92][4400/7492] lr: 1.649e-02, eta: 2 days, 21:38:21, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3459, top5_acc: 0.6053, loss_cls: 7.1557, loss: 7.1557 2025-08-08 23:39:52,271 - pyskl - INFO - Epoch [92][4500/7492] lr: 1.648e-02, eta: 2 days, 21:37:23, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3431, top5_acc: 0.6078, loss_cls: 7.1925, loss: 7.1925 2025-08-08 23:40:49,170 - pyskl - INFO - Epoch [92][4600/7492] lr: 1.648e-02, eta: 2 days, 21:36:26, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3569, top5_acc: 0.5966, loss_cls: 7.1703, loss: 7.1703 2025-08-08 23:41:46,181 - pyskl - INFO - Epoch [92][4700/7492] lr: 1.647e-02, eta: 2 days, 21:35:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6128, loss_cls: 7.2448, loss: 7.2448 2025-08-08 23:42:43,409 - pyskl - INFO - Epoch [92][4800/7492] lr: 1.646e-02, eta: 2 days, 21:34:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6050, loss_cls: 7.2843, loss: 7.2843 2025-08-08 23:43:41,273 - pyskl - INFO - Epoch [92][4900/7492] lr: 1.646e-02, eta: 2 days, 21:33:34, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3344, top5_acc: 0.6059, loss_cls: 7.2569, loss: 7.2569 2025-08-08 23:44:38,697 - pyskl - INFO - Epoch [92][5000/7492] lr: 1.645e-02, eta: 2 days, 21:32:37, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.5981, loss_cls: 7.2221, loss: 7.2221 2025-08-08 23:45:35,736 - pyskl - INFO - Epoch [92][5100/7492] lr: 1.644e-02, eta: 2 days, 21:31:40, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3375, top5_acc: 0.6019, loss_cls: 7.2744, loss: 7.2744 2025-08-08 23:46:32,505 - pyskl - INFO - Epoch [92][5200/7492] lr: 1.644e-02, eta: 2 days, 21:30:42, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3431, top5_acc: 0.6009, loss_cls: 7.2935, loss: 7.2935 2025-08-08 23:47:31,006 - pyskl - INFO - Epoch [92][5300/7492] lr: 1.643e-02, eta: 2 days, 21:29:45, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6219, loss_cls: 7.1567, loss: 7.1567 2025-08-08 23:48:27,742 - pyskl - INFO - Epoch [92][5400/7492] lr: 1.642e-02, eta: 2 days, 21:28:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.6066, loss_cls: 7.1583, loss: 7.1583 2025-08-08 23:49:24,765 - pyskl - INFO - Epoch [92][5500/7492] lr: 1.642e-02, eta: 2 days, 21:27:50, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3422, top5_acc: 0.6069, loss_cls: 7.1614, loss: 7.1614 2025-08-08 23:50:22,074 - pyskl - INFO - Epoch [92][5600/7492] lr: 1.641e-02, eta: 2 days, 21:26:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3416, top5_acc: 0.6028, loss_cls: 7.3576, loss: 7.3576 2025-08-08 23:51:20,120 - pyskl - INFO - Epoch [92][5700/7492] lr: 1.640e-02, eta: 2 days, 21:25:56, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6134, loss_cls: 7.1836, loss: 7.1836 2025-08-08 23:52:17,032 - pyskl - INFO - Epoch [92][5800/7492] lr: 1.640e-02, eta: 2 days, 21:24:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3350, top5_acc: 0.6006, loss_cls: 7.3320, loss: 7.3320 2025-08-08 23:53:13,858 - pyskl - INFO - Epoch [92][5900/7492] lr: 1.639e-02, eta: 2 days, 21:24:01, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3297, top5_acc: 0.6044, loss_cls: 7.2437, loss: 7.2437 2025-08-08 23:54:10,931 - pyskl - INFO - Epoch [92][6000/7492] lr: 1.638e-02, eta: 2 days, 21:23:04, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3403, top5_acc: 0.6103, loss_cls: 7.2591, loss: 7.2591 2025-08-08 23:55:07,627 - pyskl - INFO - Epoch [92][6100/7492] lr: 1.638e-02, eta: 2 days, 21:22:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6156, loss_cls: 7.2018, loss: 7.2018 2025-08-08 23:56:05,020 - pyskl - INFO - Epoch [92][6200/7492] lr: 1.637e-02, eta: 2 days, 21:21:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.5969, loss_cls: 7.3028, loss: 7.3028 2025-08-08 23:57:01,815 - pyskl - INFO - Epoch [92][6300/7492] lr: 1.636e-02, eta: 2 days, 21:20:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3556, top5_acc: 0.5953, loss_cls: 7.1860, loss: 7.1860 2025-08-08 23:57:59,281 - pyskl - INFO - Epoch [92][6400/7492] lr: 1.636e-02, eta: 2 days, 21:19:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3472, top5_acc: 0.6091, loss_cls: 7.1668, loss: 7.1668 2025-08-08 23:58:57,848 - pyskl - INFO - Epoch [92][6500/7492] lr: 1.635e-02, eta: 2 days, 21:18:18, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3572, top5_acc: 0.6181, loss_cls: 7.1923, loss: 7.1923 2025-08-08 23:59:55,775 - pyskl - INFO - Epoch [92][6600/7492] lr: 1.634e-02, eta: 2 days, 21:17:21, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3581, top5_acc: 0.6081, loss_cls: 7.1977, loss: 7.1977 2025-08-09 00:00:52,809 - pyskl - INFO - Epoch [92][6700/7492] lr: 1.634e-02, eta: 2 days, 21:16:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3394, top5_acc: 0.5928, loss_cls: 7.2807, loss: 7.2807 2025-08-09 00:01:49,415 - pyskl - INFO - Epoch [92][6800/7492] lr: 1.633e-02, eta: 2 days, 21:15:26, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3509, top5_acc: 0.6184, loss_cls: 7.2220, loss: 7.2220 2025-08-09 00:02:46,226 - pyskl - INFO - Epoch [92][6900/7492] lr: 1.632e-02, eta: 2 days, 21:14:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6106, loss_cls: 7.2590, loss: 7.2590 2025-08-09 00:03:43,312 - pyskl - INFO - Epoch [92][7000/7492] lr: 1.632e-02, eta: 2 days, 21:13:31, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6094, loss_cls: 7.1661, loss: 7.1661 2025-08-09 00:04:40,155 - pyskl - INFO - Epoch [92][7100/7492] lr: 1.631e-02, eta: 2 days, 21:12:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3419, top5_acc: 0.5972, loss_cls: 7.2718, loss: 7.2718 2025-08-09 00:05:37,227 - pyskl - INFO - Epoch [92][7200/7492] lr: 1.630e-02, eta: 2 days, 21:11:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3619, top5_acc: 0.6216, loss_cls: 7.1174, loss: 7.1174 2025-08-09 00:06:34,384 - pyskl - INFO - Epoch [92][7300/7492] lr: 1.630e-02, eta: 2 days, 21:10:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.6041, loss_cls: 7.2084, loss: 7.2084 2025-08-09 00:07:31,359 - pyskl - INFO - Epoch [92][7400/7492] lr: 1.629e-02, eta: 2 days, 21:09:41, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.6075, loss_cls: 7.1779, loss: 7.1779 2025-08-09 00:08:25,758 - pyskl - INFO - Saving checkpoint at 92 epochs 2025-08-09 00:09:15,585 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 00:09:16,291 - pyskl - INFO - top1_acc 0.3127 top5_acc 0.5645 2025-08-09 00:09:16,291 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 00:09:16,335 - pyskl - INFO - mean_acc 0.3123 2025-08-09 00:09:16,397 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_91.pth was removed 2025-08-09 00:09:18,127 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_92.pth. 2025-08-09 00:09:18,128 - pyskl - INFO - Best top1_acc is 0.3127 at 92 epoch. 2025-08-09 00:09:18,160 - pyskl - INFO - Epoch(val) [92][617] top1_acc: 0.3127, top5_acc: 0.5645, mean_class_accuracy: 0.3123 2025-08-09 00:10:48,555 - pyskl - INFO - Epoch [93][100/7492] lr: 1.628e-02, eta: 2 days, 21:07:38, time: 0.904, data_time: 0.332, memory: 11068, top1_acc: 0.3691, top5_acc: 0.6225, loss_cls: 6.9838, loss: 6.9838 2025-08-09 00:11:46,485 - pyskl - INFO - Epoch [93][200/7492] lr: 1.627e-02, eta: 2 days, 21:06:42, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3541, top5_acc: 0.6144, loss_cls: 7.0766, loss: 7.0766 2025-08-09 00:12:44,841 - pyskl - INFO - Epoch [93][300/7492] lr: 1.627e-02, eta: 2 days, 21:05:45, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6053, loss_cls: 7.2369, loss: 7.2369 2025-08-09 00:13:43,014 - pyskl - INFO - Epoch [93][400/7492] lr: 1.626e-02, eta: 2 days, 21:04:48, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3703, top5_acc: 0.6166, loss_cls: 7.1522, loss: 7.1522 2025-08-09 00:14:41,818 - pyskl - INFO - Epoch [93][500/7492] lr: 1.625e-02, eta: 2 days, 21:03:52, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3387, top5_acc: 0.5978, loss_cls: 7.2220, loss: 7.2220 2025-08-09 00:15:39,015 - pyskl - INFO - Epoch [93][600/7492] lr: 1.625e-02, eta: 2 days, 21:02:55, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6078, loss_cls: 7.2098, loss: 7.2098 2025-08-09 00:16:35,394 - pyskl - INFO - Epoch [93][700/7492] lr: 1.624e-02, eta: 2 days, 21:01:57, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6206, loss_cls: 7.1792, loss: 7.1792 2025-08-09 00:17:31,747 - pyskl - INFO - Epoch [93][800/7492] lr: 1.623e-02, eta: 2 days, 21:00:59, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3428, top5_acc: 0.6034, loss_cls: 7.2639, loss: 7.2639 2025-08-09 00:18:29,190 - pyskl - INFO - Epoch [93][900/7492] lr: 1.623e-02, eta: 2 days, 21:00:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3553, top5_acc: 0.6241, loss_cls: 7.0850, loss: 7.0850 2025-08-09 00:19:27,385 - pyskl - INFO - Epoch [93][1000/7492] lr: 1.622e-02, eta: 2 days, 20:59:05, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.6125, loss_cls: 7.1926, loss: 7.1926 2025-08-09 00:20:25,743 - pyskl - INFO - Epoch [93][1100/7492] lr: 1.621e-02, eta: 2 days, 20:58:08, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6191, loss_cls: 7.1172, loss: 7.1172 2025-08-09 00:21:23,152 - pyskl - INFO - Epoch [93][1200/7492] lr: 1.621e-02, eta: 2 days, 20:57:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6147, loss_cls: 7.1229, loss: 7.1229 2025-08-09 00:22:20,907 - pyskl - INFO - Epoch [93][1300/7492] lr: 1.620e-02, eta: 2 days, 20:56:14, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3412, top5_acc: 0.6097, loss_cls: 7.2741, loss: 7.2741 2025-08-09 00:23:18,028 - pyskl - INFO - Epoch [93][1400/7492] lr: 1.619e-02, eta: 2 days, 20:55:17, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3809, top5_acc: 0.6259, loss_cls: 7.0034, loss: 7.0034 2025-08-09 00:24:15,346 - pyskl - INFO - Epoch [93][1500/7492] lr: 1.619e-02, eta: 2 days, 20:54:19, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3541, top5_acc: 0.6072, loss_cls: 7.1342, loss: 7.1342 2025-08-09 00:25:12,261 - pyskl - INFO - Epoch [93][1600/7492] lr: 1.618e-02, eta: 2 days, 20:53:22, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3341, top5_acc: 0.6066, loss_cls: 7.3211, loss: 7.3211 2025-08-09 00:26:09,184 - pyskl - INFO - Epoch [93][1700/7492] lr: 1.617e-02, eta: 2 days, 20:52:24, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6225, loss_cls: 7.1518, loss: 7.1518 2025-08-09 00:27:06,310 - pyskl - INFO - Epoch [93][1800/7492] lr: 1.617e-02, eta: 2 days, 20:51:27, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6100, loss_cls: 7.1919, loss: 7.1919 2025-08-09 00:28:03,784 - pyskl - INFO - Epoch [93][1900/7492] lr: 1.616e-02, eta: 2 days, 20:50:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6300, loss_cls: 7.0440, loss: 7.0440 2025-08-09 00:29:00,967 - pyskl - INFO - Epoch [93][2000/7492] lr: 1.615e-02, eta: 2 days, 20:49:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6228, loss_cls: 7.1866, loss: 7.1866 2025-08-09 00:29:59,201 - pyskl - INFO - Epoch [93][2100/7492] lr: 1.615e-02, eta: 2 days, 20:48:36, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.5953, loss_cls: 7.2549, loss: 7.2549 2025-08-09 00:30:56,100 - pyskl - INFO - Epoch [93][2200/7492] lr: 1.614e-02, eta: 2 days, 20:47:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6091, loss_cls: 7.2265, loss: 7.2265 2025-08-09 00:31:52,434 - pyskl - INFO - Epoch [93][2300/7492] lr: 1.614e-02, eta: 2 days, 20:46:40, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3450, top5_acc: 0.6062, loss_cls: 7.2709, loss: 7.2709 2025-08-09 00:32:50,682 - pyskl - INFO - Epoch [93][2400/7492] lr: 1.613e-02, eta: 2 days, 20:45:44, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3831, top5_acc: 0.6331, loss_cls: 7.0279, loss: 7.0279 2025-08-09 00:33:48,844 - pyskl - INFO - Epoch [93][2500/7492] lr: 1.612e-02, eta: 2 days, 20:44:47, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6309, loss_cls: 7.0442, loss: 7.0442 2025-08-09 00:34:46,168 - pyskl - INFO - Epoch [93][2600/7492] lr: 1.612e-02, eta: 2 days, 20:43:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6225, loss_cls: 7.2464, loss: 7.2464 2025-08-09 00:35:44,182 - pyskl - INFO - Epoch [93][2700/7492] lr: 1.611e-02, eta: 2 days, 20:42:53, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3503, top5_acc: 0.6116, loss_cls: 7.2222, loss: 7.2222 2025-08-09 00:36:42,453 - pyskl - INFO - Epoch [93][2800/7492] lr: 1.610e-02, eta: 2 days, 20:41:56, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3541, top5_acc: 0.6075, loss_cls: 7.1655, loss: 7.1655 2025-08-09 00:37:39,955 - pyskl - INFO - Epoch [93][2900/7492] lr: 1.610e-02, eta: 2 days, 20:40:59, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6231, loss_cls: 7.1483, loss: 7.1483 2025-08-09 00:38:38,195 - pyskl - INFO - Epoch [93][3000/7492] lr: 1.609e-02, eta: 2 days, 20:40:02, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6159, loss_cls: 7.1352, loss: 7.1352 2025-08-09 00:39:35,733 - pyskl - INFO - Epoch [93][3100/7492] lr: 1.608e-02, eta: 2 days, 20:39:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3425, top5_acc: 0.6000, loss_cls: 7.2987, loss: 7.2987 2025-08-09 00:40:34,178 - pyskl - INFO - Epoch [93][3200/7492] lr: 1.608e-02, eta: 2 days, 20:38:09, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6059, loss_cls: 7.1895, loss: 7.1895 2025-08-09 00:41:32,323 - pyskl - INFO - Epoch [93][3300/7492] lr: 1.607e-02, eta: 2 days, 20:37:12, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.5928, loss_cls: 7.2156, loss: 7.2156 2025-08-09 00:42:30,147 - pyskl - INFO - Epoch [93][3400/7492] lr: 1.606e-02, eta: 2 days, 20:36:15, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.6209, loss_cls: 7.1914, loss: 7.1914 2025-08-09 00:43:26,959 - pyskl - INFO - Epoch [93][3500/7492] lr: 1.606e-02, eta: 2 days, 20:35:17, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3509, top5_acc: 0.6038, loss_cls: 7.2415, loss: 7.2415 2025-08-09 00:44:23,896 - pyskl - INFO - Epoch [93][3600/7492] lr: 1.605e-02, eta: 2 days, 20:34:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6222, loss_cls: 7.0230, loss: 7.0230 2025-08-09 00:45:21,327 - pyskl - INFO - Epoch [93][3700/7492] lr: 1.604e-02, eta: 2 days, 20:33:23, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3441, top5_acc: 0.6069, loss_cls: 7.2110, loss: 7.2110 2025-08-09 00:46:18,255 - pyskl - INFO - Epoch [93][3800/7492] lr: 1.604e-02, eta: 2 days, 20:32:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3544, top5_acc: 0.6084, loss_cls: 7.2140, loss: 7.2140 2025-08-09 00:47:15,223 - pyskl - INFO - Epoch [93][3900/7492] lr: 1.603e-02, eta: 2 days, 20:31:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3441, top5_acc: 0.6194, loss_cls: 7.1866, loss: 7.1866 2025-08-09 00:48:13,046 - pyskl - INFO - Epoch [93][4000/7492] lr: 1.602e-02, eta: 2 days, 20:30:31, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3441, top5_acc: 0.6106, loss_cls: 7.1822, loss: 7.1822 2025-08-09 00:49:10,733 - pyskl - INFO - Epoch [93][4100/7492] lr: 1.602e-02, eta: 2 days, 20:29:34, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3513, top5_acc: 0.6078, loss_cls: 7.2034, loss: 7.2034 2025-08-09 00:50:07,748 - pyskl - INFO - Epoch [93][4200/7492] lr: 1.601e-02, eta: 2 days, 20:28:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3494, top5_acc: 0.6078, loss_cls: 7.2163, loss: 7.2163 2025-08-09 00:51:04,736 - pyskl - INFO - Epoch [93][4300/7492] lr: 1.600e-02, eta: 2 days, 20:27:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3569, top5_acc: 0.6034, loss_cls: 7.1898, loss: 7.1898 2025-08-09 00:52:01,873 - pyskl - INFO - Epoch [93][4400/7492] lr: 1.600e-02, eta: 2 days, 20:26:41, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6034, loss_cls: 7.2140, loss: 7.2140 2025-08-09 00:52:59,052 - pyskl - INFO - Epoch [93][4500/7492] lr: 1.599e-02, eta: 2 days, 20:25:44, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.6053, loss_cls: 7.1564, loss: 7.1564 2025-08-09 00:53:55,660 - pyskl - INFO - Epoch [93][4600/7492] lr: 1.599e-02, eta: 2 days, 20:24:46, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3450, top5_acc: 0.6169, loss_cls: 7.2550, loss: 7.2550 2025-08-09 00:54:52,588 - pyskl - INFO - Epoch [93][4700/7492] lr: 1.598e-02, eta: 2 days, 20:23:49, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6141, loss_cls: 7.2247, loss: 7.2247 2025-08-09 00:55:49,513 - pyskl - INFO - Epoch [93][4800/7492] lr: 1.597e-02, eta: 2 days, 20:22:51, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3675, top5_acc: 0.6153, loss_cls: 7.1801, loss: 7.1801 2025-08-09 00:56:45,913 - pyskl - INFO - Epoch [93][4900/7492] lr: 1.597e-02, eta: 2 days, 20:21:54, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6084, loss_cls: 7.1698, loss: 7.1698 2025-08-09 00:57:43,011 - pyskl - INFO - Epoch [93][5000/7492] lr: 1.596e-02, eta: 2 days, 20:20:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6050, loss_cls: 7.2256, loss: 7.2256 2025-08-09 00:58:40,251 - pyskl - INFO - Epoch [93][5100/7492] lr: 1.595e-02, eta: 2 days, 20:19:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3356, top5_acc: 0.6047, loss_cls: 7.2739, loss: 7.2739 2025-08-09 00:59:37,230 - pyskl - INFO - Epoch [93][5200/7492] lr: 1.595e-02, eta: 2 days, 20:19:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6112, loss_cls: 7.1916, loss: 7.1916 2025-08-09 01:00:34,322 - pyskl - INFO - Epoch [93][5300/7492] lr: 1.594e-02, eta: 2 days, 20:18:04, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6075, loss_cls: 7.2287, loss: 7.2287 2025-08-09 01:01:31,105 - pyskl - INFO - Epoch [93][5400/7492] lr: 1.593e-02, eta: 2 days, 20:17:06, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6100, loss_cls: 7.1607, loss: 7.1607 2025-08-09 01:02:28,178 - pyskl - INFO - Epoch [93][5500/7492] lr: 1.593e-02, eta: 2 days, 20:16:09, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.5978, loss_cls: 7.2608, loss: 7.2608 2025-08-09 01:03:25,646 - pyskl - INFO - Epoch [93][5600/7492] lr: 1.592e-02, eta: 2 days, 20:15:12, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6300, loss_cls: 7.0591, loss: 7.0591 2025-08-09 01:04:22,452 - pyskl - INFO - Epoch [93][5700/7492] lr: 1.591e-02, eta: 2 days, 20:14:14, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6062, loss_cls: 7.2984, loss: 7.2984 2025-08-09 01:05:19,913 - pyskl - INFO - Epoch [93][5800/7492] lr: 1.591e-02, eta: 2 days, 20:13:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6059, loss_cls: 7.2127, loss: 7.2127 2025-08-09 01:06:17,065 - pyskl - INFO - Epoch [93][5900/7492] lr: 1.590e-02, eta: 2 days, 20:12:20, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6209, loss_cls: 7.0819, loss: 7.0819 2025-08-09 01:07:13,569 - pyskl - INFO - Epoch [93][6000/7492] lr: 1.589e-02, eta: 2 days, 20:11:22, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3559, top5_acc: 0.6112, loss_cls: 7.1998, loss: 7.1998 2025-08-09 01:08:10,734 - pyskl - INFO - Epoch [93][6100/7492] lr: 1.589e-02, eta: 2 days, 20:10:25, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3475, top5_acc: 0.6147, loss_cls: 7.2313, loss: 7.2313 2025-08-09 01:09:08,615 - pyskl - INFO - Epoch [93][6200/7492] lr: 1.588e-02, eta: 2 days, 20:09:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6106, loss_cls: 7.1611, loss: 7.1611 2025-08-09 01:10:06,607 - pyskl - INFO - Epoch [93][6300/7492] lr: 1.587e-02, eta: 2 days, 20:08:31, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.5972, loss_cls: 7.1357, loss: 7.1357 2025-08-09 01:11:04,007 - pyskl - INFO - Epoch [93][6400/7492] lr: 1.587e-02, eta: 2 days, 20:07:34, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3397, top5_acc: 0.5897, loss_cls: 7.3313, loss: 7.3313 2025-08-09 01:12:01,414 - pyskl - INFO - Epoch [93][6500/7492] lr: 1.586e-02, eta: 2 days, 20:06:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3572, top5_acc: 0.6159, loss_cls: 7.1815, loss: 7.1815 2025-08-09 01:12:59,548 - pyskl - INFO - Epoch [93][6600/7492] lr: 1.585e-02, eta: 2 days, 20:05:40, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3522, top5_acc: 0.6141, loss_cls: 7.1889, loss: 7.1889 2025-08-09 01:13:56,928 - pyskl - INFO - Epoch [93][6700/7492] lr: 1.585e-02, eta: 2 days, 20:04:42, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6212, loss_cls: 7.2016, loss: 7.2016 2025-08-09 01:14:55,838 - pyskl - INFO - Epoch [93][6800/7492] lr: 1.584e-02, eta: 2 days, 20:03:46, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3606, top5_acc: 0.6131, loss_cls: 7.1593, loss: 7.1593 2025-08-09 01:15:54,121 - pyskl - INFO - Epoch [93][6900/7492] lr: 1.584e-02, eta: 2 days, 20:02:49, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6200, loss_cls: 7.1250, loss: 7.1250 2025-08-09 01:16:51,083 - pyskl - INFO - Epoch [93][7000/7492] lr: 1.583e-02, eta: 2 days, 20:01:52, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3556, top5_acc: 0.6181, loss_cls: 7.1017, loss: 7.1017 2025-08-09 01:17:48,038 - pyskl - INFO - Epoch [93][7100/7492] lr: 1.582e-02, eta: 2 days, 20:00:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3559, top5_acc: 0.6006, loss_cls: 7.2155, loss: 7.2155 2025-08-09 01:18:44,704 - pyskl - INFO - Epoch [93][7200/7492] lr: 1.582e-02, eta: 2 days, 19:59:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6078, loss_cls: 7.2075, loss: 7.2075 2025-08-09 01:19:41,951 - pyskl - INFO - Epoch [93][7300/7492] lr: 1.581e-02, eta: 2 days, 19:58:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6172, loss_cls: 7.1002, loss: 7.1002 2025-08-09 01:20:40,022 - pyskl - INFO - Epoch [93][7400/7492] lr: 1.580e-02, eta: 2 days, 19:58:03, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3631, top5_acc: 0.6194, loss_cls: 7.1583, loss: 7.1583 2025-08-09 01:21:34,929 - pyskl - INFO - Saving checkpoint at 93 epochs 2025-08-09 01:22:24,357 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 01:22:25,052 - pyskl - INFO - top1_acc 0.3127 top5_acc 0.5662 2025-08-09 01:22:25,052 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 01:22:25,109 - pyskl - INFO - mean_acc 0.3125 2025-08-09 01:22:25,179 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_92.pth was removed 2025-08-09 01:22:26,818 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_93.pth. 2025-08-09 01:22:26,819 - pyskl - INFO - Best top1_acc is 0.3127 at 93 epoch. 2025-08-09 01:22:26,859 - pyskl - INFO - Epoch(val) [93][617] top1_acc: 0.3127, top5_acc: 0.5662, mean_class_accuracy: 0.3125 2025-08-09 01:23:58,569 - pyskl - INFO - Epoch [94][100/7492] lr: 1.579e-02, eta: 2 days, 19:56:01, time: 0.917, data_time: 0.341, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6212, loss_cls: 7.1262, loss: 7.1262 2025-08-09 01:24:57,366 - pyskl - INFO - Epoch [94][200/7492] lr: 1.578e-02, eta: 2 days, 19:55:05, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.6206, loss_cls: 7.2042, loss: 7.2042 2025-08-09 01:25:55,698 - pyskl - INFO - Epoch [94][300/7492] lr: 1.578e-02, eta: 2 days, 19:54:08, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6222, loss_cls: 7.0325, loss: 7.0325 2025-08-09 01:26:52,510 - pyskl - INFO - Epoch [94][400/7492] lr: 1.577e-02, eta: 2 days, 19:53:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6297, loss_cls: 7.0857, loss: 7.0857 2025-08-09 01:27:49,454 - pyskl - INFO - Epoch [94][500/7492] lr: 1.576e-02, eta: 2 days, 19:52:13, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6244, loss_cls: 7.0196, loss: 7.0196 2025-08-09 01:28:46,642 - pyskl - INFO - Epoch [94][600/7492] lr: 1.576e-02, eta: 2 days, 19:51:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3584, top5_acc: 0.6241, loss_cls: 7.0779, loss: 7.0779 2025-08-09 01:29:44,065 - pyskl - INFO - Epoch [94][700/7492] lr: 1.575e-02, eta: 2 days, 19:50:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6100, loss_cls: 7.1398, loss: 7.1398 2025-08-09 01:30:41,679 - pyskl - INFO - Epoch [94][800/7492] lr: 1.574e-02, eta: 2 days, 19:49:22, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.6112, loss_cls: 7.1316, loss: 7.1316 2025-08-09 01:31:38,224 - pyskl - INFO - Epoch [94][900/7492] lr: 1.574e-02, eta: 2 days, 19:48:24, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3681, top5_acc: 0.6269, loss_cls: 7.0808, loss: 7.0808 2025-08-09 01:32:34,872 - pyskl - INFO - Epoch [94][1000/7492] lr: 1.573e-02, eta: 2 days, 19:47:26, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6088, loss_cls: 7.1158, loss: 7.1158 2025-08-09 01:33:31,267 - pyskl - INFO - Epoch [94][1100/7492] lr: 1.573e-02, eta: 2 days, 19:46:29, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6103, loss_cls: 7.2747, loss: 7.2747 2025-08-09 01:34:28,404 - pyskl - INFO - Epoch [94][1200/7492] lr: 1.572e-02, eta: 2 days, 19:45:31, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3656, top5_acc: 0.6216, loss_cls: 7.1097, loss: 7.1097 2025-08-09 01:35:26,315 - pyskl - INFO - Epoch [94][1300/7492] lr: 1.571e-02, eta: 2 days, 19:44:34, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3756, top5_acc: 0.6231, loss_cls: 7.1637, loss: 7.1637 2025-08-09 01:36:22,955 - pyskl - INFO - Epoch [94][1400/7492] lr: 1.571e-02, eta: 2 days, 19:43:37, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3703, top5_acc: 0.6256, loss_cls: 7.0363, loss: 7.0363 2025-08-09 01:37:20,401 - pyskl - INFO - Epoch [94][1500/7492] lr: 1.570e-02, eta: 2 days, 19:42:39, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3672, top5_acc: 0.6153, loss_cls: 7.1100, loss: 7.1100 2025-08-09 01:38:17,040 - pyskl - INFO - Epoch [94][1600/7492] lr: 1.569e-02, eta: 2 days, 19:41:42, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6141, loss_cls: 7.2100, loss: 7.2100 2025-08-09 01:39:13,824 - pyskl - INFO - Epoch [94][1700/7492] lr: 1.569e-02, eta: 2 days, 19:40:44, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6312, loss_cls: 7.0621, loss: 7.0621 2025-08-09 01:40:11,087 - pyskl - INFO - Epoch [94][1800/7492] lr: 1.568e-02, eta: 2 days, 19:39:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6119, loss_cls: 7.1137, loss: 7.1137 2025-08-09 01:41:07,726 - pyskl - INFO - Epoch [94][1900/7492] lr: 1.567e-02, eta: 2 days, 19:38:49, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3697, top5_acc: 0.6247, loss_cls: 7.0822, loss: 7.0822 2025-08-09 01:42:04,373 - pyskl - INFO - Epoch [94][2000/7492] lr: 1.567e-02, eta: 2 days, 19:37:52, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.6141, loss_cls: 7.1972, loss: 7.1972 2025-08-09 01:43:01,176 - pyskl - INFO - Epoch [94][2100/7492] lr: 1.566e-02, eta: 2 days, 19:36:54, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3406, top5_acc: 0.6072, loss_cls: 7.2263, loss: 7.2263 2025-08-09 01:43:58,117 - pyskl - INFO - Epoch [94][2200/7492] lr: 1.565e-02, eta: 2 days, 19:35:57, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6172, loss_cls: 7.2254, loss: 7.2254 2025-08-09 01:44:54,770 - pyskl - INFO - Epoch [94][2300/7492] lr: 1.565e-02, eta: 2 days, 19:34:59, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6344, loss_cls: 7.0467, loss: 7.0467 2025-08-09 01:45:51,922 - pyskl - INFO - Epoch [94][2400/7492] lr: 1.564e-02, eta: 2 days, 19:34:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3666, top5_acc: 0.6100, loss_cls: 7.1416, loss: 7.1416 2025-08-09 01:46:49,021 - pyskl - INFO - Epoch [94][2500/7492] lr: 1.563e-02, eta: 2 days, 19:33:04, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6144, loss_cls: 7.1581, loss: 7.1581 2025-08-09 01:47:46,152 - pyskl - INFO - Epoch [94][2600/7492] lr: 1.563e-02, eta: 2 days, 19:32:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6078, loss_cls: 7.1774, loss: 7.1774 2025-08-09 01:48:43,237 - pyskl - INFO - Epoch [94][2700/7492] lr: 1.562e-02, eta: 2 days, 19:31:09, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3553, top5_acc: 0.6125, loss_cls: 7.1538, loss: 7.1538 2025-08-09 01:49:39,887 - pyskl - INFO - Epoch [94][2800/7492] lr: 1.562e-02, eta: 2 days, 19:30:12, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6284, loss_cls: 7.0996, loss: 7.0996 2025-08-09 01:50:37,225 - pyskl - INFO - Epoch [94][2900/7492] lr: 1.561e-02, eta: 2 days, 19:29:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3550, top5_acc: 0.6188, loss_cls: 7.1739, loss: 7.1739 2025-08-09 01:51:33,780 - pyskl - INFO - Epoch [94][3000/7492] lr: 1.560e-02, eta: 2 days, 19:28:17, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3556, top5_acc: 0.6022, loss_cls: 7.1554, loss: 7.1554 2025-08-09 01:52:30,677 - pyskl - INFO - Epoch [94][3100/7492] lr: 1.560e-02, eta: 2 days, 19:27:19, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3728, top5_acc: 0.6175, loss_cls: 7.1687, loss: 7.1687 2025-08-09 01:53:27,631 - pyskl - INFO - Epoch [94][3200/7492] lr: 1.559e-02, eta: 2 days, 19:26:22, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3472, top5_acc: 0.6194, loss_cls: 7.2040, loss: 7.2040 2025-08-09 01:54:24,248 - pyskl - INFO - Epoch [94][3300/7492] lr: 1.558e-02, eta: 2 days, 19:25:24, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6081, loss_cls: 7.2360, loss: 7.2360 2025-08-09 01:55:22,212 - pyskl - INFO - Epoch [94][3400/7492] lr: 1.558e-02, eta: 2 days, 19:24:27, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3522, top5_acc: 0.6016, loss_cls: 7.2704, loss: 7.2704 2025-08-09 01:56:20,081 - pyskl - INFO - Epoch [94][3500/7492] lr: 1.557e-02, eta: 2 days, 19:23:30, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6184, loss_cls: 7.0989, loss: 7.0989 2025-08-09 01:57:16,882 - pyskl - INFO - Epoch [94][3600/7492] lr: 1.556e-02, eta: 2 days, 19:22:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6169, loss_cls: 7.1859, loss: 7.1859 2025-08-09 01:58:14,549 - pyskl - INFO - Epoch [94][3700/7492] lr: 1.556e-02, eta: 2 days, 19:21:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3600, top5_acc: 0.6100, loss_cls: 7.1885, loss: 7.1885 2025-08-09 01:59:11,747 - pyskl - INFO - Epoch [94][3800/7492] lr: 1.555e-02, eta: 2 days, 19:20:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 7.1958, loss: 7.1958 2025-08-09 02:00:08,476 - pyskl - INFO - Epoch [94][3900/7492] lr: 1.554e-02, eta: 2 days, 19:19:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6216, loss_cls: 7.0711, loss: 7.0711 2025-08-09 02:01:05,536 - pyskl - INFO - Epoch [94][4000/7492] lr: 1.554e-02, eta: 2 days, 19:18:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6119, loss_cls: 7.2050, loss: 7.2050 2025-08-09 02:02:03,249 - pyskl - INFO - Epoch [94][4100/7492] lr: 1.553e-02, eta: 2 days, 19:17:46, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3528, top5_acc: 0.6278, loss_cls: 7.1597, loss: 7.1597 2025-08-09 02:03:00,857 - pyskl - INFO - Epoch [94][4200/7492] lr: 1.552e-02, eta: 2 days, 19:16:49, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3431, top5_acc: 0.5972, loss_cls: 7.2832, loss: 7.2832 2025-08-09 02:04:00,398 - pyskl - INFO - Epoch [94][4300/7492] lr: 1.552e-02, eta: 2 days, 19:15:53, time: 0.596, data_time: 0.000, memory: 11068, top1_acc: 0.3584, top5_acc: 0.6078, loss_cls: 7.1446, loss: 7.1446 2025-08-09 02:04:59,201 - pyskl - INFO - Epoch [94][4400/7492] lr: 1.551e-02, eta: 2 days, 19:14:57, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.6091, loss_cls: 7.2168, loss: 7.2168 2025-08-09 02:05:56,920 - pyskl - INFO - Epoch [94][4500/7492] lr: 1.551e-02, eta: 2 days, 19:14:00, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3619, top5_acc: 0.6247, loss_cls: 7.0930, loss: 7.0930 2025-08-09 02:06:53,506 - pyskl - INFO - Epoch [94][4600/7492] lr: 1.550e-02, eta: 2 days, 19:13:02, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3500, top5_acc: 0.6175, loss_cls: 7.1795, loss: 7.1795 2025-08-09 02:07:51,020 - pyskl - INFO - Epoch [94][4700/7492] lr: 1.549e-02, eta: 2 days, 19:12:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3563, top5_acc: 0.6053, loss_cls: 7.2326, loss: 7.2326 2025-08-09 02:08:49,369 - pyskl - INFO - Epoch [94][4800/7492] lr: 1.549e-02, eta: 2 days, 19:11:08, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3397, top5_acc: 0.6009, loss_cls: 7.2111, loss: 7.2111 2025-08-09 02:09:48,197 - pyskl - INFO - Epoch [94][4900/7492] lr: 1.548e-02, eta: 2 days, 19:10:12, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3509, top5_acc: 0.6034, loss_cls: 7.2610, loss: 7.2610 2025-08-09 02:10:47,181 - pyskl - INFO - Epoch [94][5000/7492] lr: 1.547e-02, eta: 2 days, 19:09:16, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3563, top5_acc: 0.6212, loss_cls: 7.1222, loss: 7.1222 2025-08-09 02:11:45,481 - pyskl - INFO - Epoch [94][5100/7492] lr: 1.547e-02, eta: 2 days, 19:08:19, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3703, top5_acc: 0.6166, loss_cls: 7.1968, loss: 7.1968 2025-08-09 02:12:43,921 - pyskl - INFO - Epoch [94][5200/7492] lr: 1.546e-02, eta: 2 days, 19:07:22, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6238, loss_cls: 7.1373, loss: 7.1373 2025-08-09 02:13:42,237 - pyskl - INFO - Epoch [94][5300/7492] lr: 1.545e-02, eta: 2 days, 19:06:26, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3563, top5_acc: 0.6088, loss_cls: 7.1732, loss: 7.1732 2025-08-09 02:14:40,637 - pyskl - INFO - Epoch [94][5400/7492] lr: 1.545e-02, eta: 2 days, 19:05:29, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3500, top5_acc: 0.6003, loss_cls: 7.1734, loss: 7.1734 2025-08-09 02:15:39,306 - pyskl - INFO - Epoch [94][5500/7492] lr: 1.544e-02, eta: 2 days, 19:04:33, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3441, top5_acc: 0.6038, loss_cls: 7.2421, loss: 7.2421 2025-08-09 02:16:37,364 - pyskl - INFO - Epoch [94][5600/7492] lr: 1.543e-02, eta: 2 days, 19:03:36, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3600, top5_acc: 0.6128, loss_cls: 7.2662, loss: 7.2662 2025-08-09 02:17:34,999 - pyskl - INFO - Epoch [94][5700/7492] lr: 1.543e-02, eta: 2 days, 19:02:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6044, loss_cls: 7.2915, loss: 7.2915 2025-08-09 02:18:33,171 - pyskl - INFO - Epoch [94][5800/7492] lr: 1.542e-02, eta: 2 days, 19:01:42, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6150, loss_cls: 7.1644, loss: 7.1644 2025-08-09 02:19:32,024 - pyskl - INFO - Epoch [94][5900/7492] lr: 1.541e-02, eta: 2 days, 19:00:46, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6247, loss_cls: 6.9735, loss: 6.9735 2025-08-09 02:20:29,853 - pyskl - INFO - Epoch [94][6000/7492] lr: 1.541e-02, eta: 2 days, 18:59:49, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6259, loss_cls: 6.8846, loss: 6.8846 2025-08-09 02:21:26,463 - pyskl - INFO - Epoch [94][6100/7492] lr: 1.540e-02, eta: 2 days, 18:58:51, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3531, top5_acc: 0.6041, loss_cls: 7.2280, loss: 7.2280 2025-08-09 02:22:24,725 - pyskl - INFO - Epoch [94][6200/7492] lr: 1.540e-02, eta: 2 days, 18:57:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3400, top5_acc: 0.6194, loss_cls: 7.2513, loss: 7.2513 2025-08-09 02:23:22,532 - pyskl - INFO - Epoch [94][6300/7492] lr: 1.539e-02, eta: 2 days, 18:56:57, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3409, top5_acc: 0.6162, loss_cls: 7.2107, loss: 7.2107 2025-08-09 02:24:20,725 - pyskl - INFO - Epoch [94][6400/7492] lr: 1.538e-02, eta: 2 days, 18:56:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3481, top5_acc: 0.6178, loss_cls: 7.1324, loss: 7.1324 2025-08-09 02:25:18,338 - pyskl - INFO - Epoch [94][6500/7492] lr: 1.538e-02, eta: 2 days, 18:55:04, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3578, top5_acc: 0.6012, loss_cls: 7.2596, loss: 7.2596 2025-08-09 02:26:15,410 - pyskl - INFO - Epoch [94][6600/7492] lr: 1.537e-02, eta: 2 days, 18:54:06, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6112, loss_cls: 7.2323, loss: 7.2323 2025-08-09 02:27:13,360 - pyskl - INFO - Epoch [94][6700/7492] lr: 1.536e-02, eta: 2 days, 18:53:09, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.5966, loss_cls: 7.2110, loss: 7.2110 2025-08-09 02:28:09,885 - pyskl - INFO - Epoch [94][6800/7492] lr: 1.536e-02, eta: 2 days, 18:52:12, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3663, top5_acc: 0.6225, loss_cls: 7.0773, loss: 7.0773 2025-08-09 02:29:08,298 - pyskl - INFO - Epoch [94][6900/7492] lr: 1.535e-02, eta: 2 days, 18:51:15, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3528, top5_acc: 0.6122, loss_cls: 7.1827, loss: 7.1827 2025-08-09 02:30:07,278 - pyskl - INFO - Epoch [94][7000/7492] lr: 1.534e-02, eta: 2 days, 18:50:19, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6172, loss_cls: 7.1549, loss: 7.1549 2025-08-09 02:31:06,212 - pyskl - INFO - Epoch [94][7100/7492] lr: 1.534e-02, eta: 2 days, 18:49:22, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6178, loss_cls: 7.1794, loss: 7.1794 2025-08-09 02:32:04,343 - pyskl - INFO - Epoch [94][7200/7492] lr: 1.533e-02, eta: 2 days, 18:48:26, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3509, top5_acc: 0.6106, loss_cls: 7.1699, loss: 7.1699 2025-08-09 02:33:02,594 - pyskl - INFO - Epoch [94][7300/7492] lr: 1.532e-02, eta: 2 days, 18:47:29, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3519, top5_acc: 0.6056, loss_cls: 7.2708, loss: 7.2708 2025-08-09 02:34:00,570 - pyskl - INFO - Epoch [94][7400/7492] lr: 1.532e-02, eta: 2 days, 18:46:32, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3550, top5_acc: 0.6053, loss_cls: 7.2505, loss: 7.2505 2025-08-09 02:34:56,401 - pyskl - INFO - Saving checkpoint at 94 epochs 2025-08-09 02:35:47,309 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 02:35:47,970 - pyskl - INFO - top1_acc 0.3238 top5_acc 0.5689 2025-08-09 02:35:47,970 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 02:35:48,013 - pyskl - INFO - mean_acc 0.3234 2025-08-09 02:35:48,076 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_93.pth was removed 2025-08-09 02:35:49,628 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_94.pth. 2025-08-09 02:35:49,629 - pyskl - INFO - Best top1_acc is 0.3238 at 94 epoch. 2025-08-09 02:35:49,653 - pyskl - INFO - Epoch(val) [94][617] top1_acc: 0.3238, top5_acc: 0.5689, mean_class_accuracy: 0.3234 2025-08-09 02:37:19,428 - pyskl - INFO - Epoch [95][100/7492] lr: 1.531e-02, eta: 2 days, 18:44:30, time: 0.898, data_time: 0.328, memory: 11068, top1_acc: 0.3728, top5_acc: 0.6369, loss_cls: 7.0438, loss: 7.0438 2025-08-09 02:38:16,156 - pyskl - INFO - Epoch [95][200/7492] lr: 1.530e-02, eta: 2 days, 18:43:32, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3581, top5_acc: 0.6228, loss_cls: 7.0501, loss: 7.0501 2025-08-09 02:39:13,270 - pyskl - INFO - Epoch [95][300/7492] lr: 1.529e-02, eta: 2 days, 18:42:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3634, top5_acc: 0.6238, loss_cls: 7.1152, loss: 7.1152 2025-08-09 02:40:10,072 - pyskl - INFO - Epoch [95][400/7492] lr: 1.529e-02, eta: 2 days, 18:41:37, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6259, loss_cls: 7.0963, loss: 7.0963 2025-08-09 02:41:07,281 - pyskl - INFO - Epoch [95][500/7492] lr: 1.528e-02, eta: 2 days, 18:40:40, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6300, loss_cls: 7.0823, loss: 7.0823 2025-08-09 02:42:04,442 - pyskl - INFO - Epoch [95][600/7492] lr: 1.527e-02, eta: 2 days, 18:39:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3541, top5_acc: 0.6084, loss_cls: 7.1619, loss: 7.1619 2025-08-09 02:43:01,842 - pyskl - INFO - Epoch [95][700/7492] lr: 1.527e-02, eta: 2 days, 18:38:46, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3584, top5_acc: 0.6250, loss_cls: 7.0652, loss: 7.0652 2025-08-09 02:43:59,648 - pyskl - INFO - Epoch [95][800/7492] lr: 1.526e-02, eta: 2 days, 18:37:49, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3634, top5_acc: 0.6266, loss_cls: 7.0669, loss: 7.0669 2025-08-09 02:44:57,122 - pyskl - INFO - Epoch [95][900/7492] lr: 1.525e-02, eta: 2 days, 18:36:51, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6197, loss_cls: 7.1298, loss: 7.1298 2025-08-09 02:45:54,253 - pyskl - INFO - Epoch [95][1000/7492] lr: 1.525e-02, eta: 2 days, 18:35:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6253, loss_cls: 7.0849, loss: 7.0849 2025-08-09 02:46:51,810 - pyskl - INFO - Epoch [95][1100/7492] lr: 1.524e-02, eta: 2 days, 18:34:57, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.6097, loss_cls: 7.2429, loss: 7.2429 2025-08-09 02:47:49,095 - pyskl - INFO - Epoch [95][1200/7492] lr: 1.523e-02, eta: 2 days, 18:34:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6172, loss_cls: 7.1189, loss: 7.1189 2025-08-09 02:48:46,027 - pyskl - INFO - Epoch [95][1300/7492] lr: 1.523e-02, eta: 2 days, 18:33:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6309, loss_cls: 6.8898, loss: 6.8898 2025-08-09 02:49:42,980 - pyskl - INFO - Epoch [95][1400/7492] lr: 1.522e-02, eta: 2 days, 18:32:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 7.2175, loss: 7.2175 2025-08-09 02:50:39,987 - pyskl - INFO - Epoch [95][1500/7492] lr: 1.522e-02, eta: 2 days, 18:31:07, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3497, top5_acc: 0.6041, loss_cls: 7.1076, loss: 7.1076 2025-08-09 02:51:37,539 - pyskl - INFO - Epoch [95][1600/7492] lr: 1.521e-02, eta: 2 days, 18:30:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6253, loss_cls: 7.1537, loss: 7.1537 2025-08-09 02:52:35,003 - pyskl - INFO - Epoch [95][1700/7492] lr: 1.520e-02, eta: 2 days, 18:29:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6331, loss_cls: 6.9648, loss: 6.9648 2025-08-09 02:53:31,499 - pyskl - INFO - Epoch [95][1800/7492] lr: 1.520e-02, eta: 2 days, 18:28:15, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3681, top5_acc: 0.6272, loss_cls: 7.0218, loss: 7.0218 2025-08-09 02:54:28,534 - pyskl - INFO - Epoch [95][1900/7492] lr: 1.519e-02, eta: 2 days, 18:27:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.6041, loss_cls: 7.1880, loss: 7.1880 2025-08-09 02:55:25,708 - pyskl - INFO - Epoch [95][2000/7492] lr: 1.518e-02, eta: 2 days, 18:26:20, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6228, loss_cls: 7.0831, loss: 7.0831 2025-08-09 02:56:22,439 - pyskl - INFO - Epoch [95][2100/7492] lr: 1.518e-02, eta: 2 days, 18:25:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 7.0913, loss: 7.0913 2025-08-09 02:57:19,478 - pyskl - INFO - Epoch [95][2200/7492] lr: 1.517e-02, eta: 2 days, 18:24:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3675, top5_acc: 0.6134, loss_cls: 7.1062, loss: 7.1062 2025-08-09 02:58:16,334 - pyskl - INFO - Epoch [95][2300/7492] lr: 1.516e-02, eta: 2 days, 18:23:28, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3578, top5_acc: 0.6288, loss_cls: 7.1312, loss: 7.1312 2025-08-09 02:59:12,519 - pyskl - INFO - Epoch [95][2400/7492] lr: 1.516e-02, eta: 2 days, 18:22:30, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.3569, top5_acc: 0.6062, loss_cls: 7.1683, loss: 7.1683 2025-08-09 03:00:09,690 - pyskl - INFO - Epoch [95][2500/7492] lr: 1.515e-02, eta: 2 days, 18:21:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 7.1205, loss: 7.1205 2025-08-09 03:01:06,452 - pyskl - INFO - Epoch [95][2600/7492] lr: 1.514e-02, eta: 2 days, 18:20:35, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6122, loss_cls: 7.1401, loss: 7.1401 2025-08-09 03:02:03,666 - pyskl - INFO - Epoch [95][2700/7492] lr: 1.514e-02, eta: 2 days, 18:19:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6116, loss_cls: 7.1623, loss: 7.1623 2025-08-09 03:03:02,906 - pyskl - INFO - Epoch [95][2800/7492] lr: 1.513e-02, eta: 2 days, 18:18:42, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6206, loss_cls: 7.0546, loss: 7.0546 2025-08-09 03:04:02,394 - pyskl - INFO - Epoch [95][2900/7492] lr: 1.513e-02, eta: 2 days, 18:17:46, time: 0.595, data_time: 0.000, memory: 11068, top1_acc: 0.3634, top5_acc: 0.6219, loss_cls: 7.1252, loss: 7.1252 2025-08-09 03:05:00,362 - pyskl - INFO - Epoch [95][3000/7492] lr: 1.512e-02, eta: 2 days, 18:16:49, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3606, top5_acc: 0.6228, loss_cls: 7.1006, loss: 7.1006 2025-08-09 03:05:59,341 - pyskl - INFO - Epoch [95][3100/7492] lr: 1.511e-02, eta: 2 days, 18:15:52, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6191, loss_cls: 7.1743, loss: 7.1743 2025-08-09 03:06:57,459 - pyskl - INFO - Epoch [95][3200/7492] lr: 1.511e-02, eta: 2 days, 18:14:56, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6072, loss_cls: 7.1023, loss: 7.1023 2025-08-09 03:07:56,269 - pyskl - INFO - Epoch [95][3300/7492] lr: 1.510e-02, eta: 2 days, 18:13:59, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3628, top5_acc: 0.6191, loss_cls: 7.0793, loss: 7.0793 2025-08-09 03:08:53,200 - pyskl - INFO - Epoch [95][3400/7492] lr: 1.509e-02, eta: 2 days, 18:13:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3688, top5_acc: 0.6247, loss_cls: 6.9739, loss: 6.9739 2025-08-09 03:09:51,157 - pyskl - INFO - Epoch [95][3500/7492] lr: 1.509e-02, eta: 2 days, 18:12:05, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6091, loss_cls: 7.2358, loss: 7.2358 2025-08-09 03:10:49,350 - pyskl - INFO - Epoch [95][3600/7492] lr: 1.508e-02, eta: 2 days, 18:11:08, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 6.9997, loss: 6.9997 2025-08-09 03:11:47,460 - pyskl - INFO - Epoch [95][3700/7492] lr: 1.507e-02, eta: 2 days, 18:10:11, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 7.1138, loss: 7.1138 2025-08-09 03:12:45,861 - pyskl - INFO - Epoch [95][3800/7492] lr: 1.507e-02, eta: 2 days, 18:09:15, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6034, loss_cls: 7.1747, loss: 7.1747 2025-08-09 03:13:44,452 - pyskl - INFO - Epoch [95][3900/7492] lr: 1.506e-02, eta: 2 days, 18:08:18, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3584, top5_acc: 0.6059, loss_cls: 7.1818, loss: 7.1818 2025-08-09 03:14:43,178 - pyskl - INFO - Epoch [95][4000/7492] lr: 1.506e-02, eta: 2 days, 18:07:22, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3581, top5_acc: 0.6212, loss_cls: 7.0830, loss: 7.0830 2025-08-09 03:15:41,831 - pyskl - INFO - Epoch [95][4100/7492] lr: 1.505e-02, eta: 2 days, 18:06:25, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3634, top5_acc: 0.6225, loss_cls: 7.1293, loss: 7.1293 2025-08-09 03:16:40,358 - pyskl - INFO - Epoch [95][4200/7492] lr: 1.504e-02, eta: 2 days, 18:05:29, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3744, top5_acc: 0.6331, loss_cls: 7.0485, loss: 7.0485 2025-08-09 03:17:39,217 - pyskl - INFO - Epoch [95][4300/7492] lr: 1.504e-02, eta: 2 days, 18:04:32, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6266, loss_cls: 7.0660, loss: 7.0660 2025-08-09 03:18:38,015 - pyskl - INFO - Epoch [95][4400/7492] lr: 1.503e-02, eta: 2 days, 18:03:36, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6088, loss_cls: 7.1625, loss: 7.1625 2025-08-09 03:19:35,973 - pyskl - INFO - Epoch [95][4500/7492] lr: 1.502e-02, eta: 2 days, 18:02:39, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6191, loss_cls: 7.0863, loss: 7.0863 2025-08-09 03:20:34,184 - pyskl - INFO - Epoch [95][4600/7492] lr: 1.502e-02, eta: 2 days, 18:01:42, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3500, top5_acc: 0.6131, loss_cls: 7.1679, loss: 7.1679 2025-08-09 03:21:32,706 - pyskl - INFO - Epoch [95][4700/7492] lr: 1.501e-02, eta: 2 days, 18:00:46, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6181, loss_cls: 7.2343, loss: 7.2343 2025-08-09 03:22:31,289 - pyskl - INFO - Epoch [95][4800/7492] lr: 1.500e-02, eta: 2 days, 17:59:49, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6200, loss_cls: 7.0728, loss: 7.0728 2025-08-09 03:23:29,878 - pyskl - INFO - Epoch [95][4900/7492] lr: 1.500e-02, eta: 2 days, 17:58:53, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3588, top5_acc: 0.6325, loss_cls: 7.0601, loss: 7.0601 2025-08-09 03:24:28,186 - pyskl - INFO - Epoch [95][5000/7492] lr: 1.499e-02, eta: 2 days, 17:57:56, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6112, loss_cls: 7.1670, loss: 7.1670 2025-08-09 03:25:25,530 - pyskl - INFO - Epoch [95][5100/7492] lr: 1.498e-02, eta: 2 days, 17:56:59, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3559, top5_acc: 0.6141, loss_cls: 7.1253, loss: 7.1253 2025-08-09 03:26:22,645 - pyskl - INFO - Epoch [95][5200/7492] lr: 1.498e-02, eta: 2 days, 17:56:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6281, loss_cls: 7.1282, loss: 7.1282 2025-08-09 03:27:20,695 - pyskl - INFO - Epoch [95][5300/7492] lr: 1.497e-02, eta: 2 days, 17:55:05, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3628, top5_acc: 0.6156, loss_cls: 7.1851, loss: 7.1851 2025-08-09 03:28:18,335 - pyskl - INFO - Epoch [95][5400/7492] lr: 1.497e-02, eta: 2 days, 17:54:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3606, top5_acc: 0.6212, loss_cls: 7.0982, loss: 7.0982 2025-08-09 03:29:16,440 - pyskl - INFO - Epoch [95][5500/7492] lr: 1.496e-02, eta: 2 days, 17:53:11, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.6034, loss_cls: 7.1345, loss: 7.1345 2025-08-09 03:30:14,194 - pyskl - INFO - Epoch [95][5600/7492] lr: 1.495e-02, eta: 2 days, 17:52:14, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3556, top5_acc: 0.6159, loss_cls: 7.1904, loss: 7.1904 2025-08-09 03:31:12,819 - pyskl - INFO - Epoch [95][5700/7492] lr: 1.495e-02, eta: 2 days, 17:51:17, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3531, top5_acc: 0.6100, loss_cls: 7.0968, loss: 7.0968 2025-08-09 03:32:11,469 - pyskl - INFO - Epoch [95][5800/7492] lr: 1.494e-02, eta: 2 days, 17:50:21, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3494, top5_acc: 0.6091, loss_cls: 7.1851, loss: 7.1851 2025-08-09 03:33:09,737 - pyskl - INFO - Epoch [95][5900/7492] lr: 1.493e-02, eta: 2 days, 17:49:24, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.6134, loss_cls: 7.2192, loss: 7.2192 2025-08-09 03:34:08,157 - pyskl - INFO - Epoch [95][6000/7492] lr: 1.493e-02, eta: 2 days, 17:48:27, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.6088, loss_cls: 7.1834, loss: 7.1834 2025-08-09 03:35:06,351 - pyskl - INFO - Epoch [95][6100/7492] lr: 1.492e-02, eta: 2 days, 17:47:31, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6184, loss_cls: 7.1410, loss: 7.1410 2025-08-09 03:36:04,501 - pyskl - INFO - Epoch [95][6200/7492] lr: 1.491e-02, eta: 2 days, 17:46:34, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6219, loss_cls: 7.0664, loss: 7.0664 2025-08-09 03:37:02,612 - pyskl - INFO - Epoch [95][6300/7492] lr: 1.491e-02, eta: 2 days, 17:45:37, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3584, top5_acc: 0.6106, loss_cls: 7.1399, loss: 7.1399 2025-08-09 03:38:00,561 - pyskl - INFO - Epoch [95][6400/7492] lr: 1.490e-02, eta: 2 days, 17:44:40, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3572, top5_acc: 0.6225, loss_cls: 7.1867, loss: 7.1867 2025-08-09 03:38:58,878 - pyskl - INFO - Epoch [95][6500/7492] lr: 1.490e-02, eta: 2 days, 17:43:43, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3666, top5_acc: 0.6159, loss_cls: 7.1025, loss: 7.1025 2025-08-09 03:39:57,175 - pyskl - INFO - Epoch [95][6600/7492] lr: 1.489e-02, eta: 2 days, 17:42:47, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3500, top5_acc: 0.5966, loss_cls: 7.2550, loss: 7.2550 2025-08-09 03:40:55,468 - pyskl - INFO - Epoch [95][6700/7492] lr: 1.488e-02, eta: 2 days, 17:41:50, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 7.1533, loss: 7.1533 2025-08-09 03:41:54,176 - pyskl - INFO - Epoch [95][6800/7492] lr: 1.488e-02, eta: 2 days, 17:40:53, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6103, loss_cls: 7.1473, loss: 7.1473 2025-08-09 03:42:52,059 - pyskl - INFO - Epoch [95][6900/7492] lr: 1.487e-02, eta: 2 days, 17:39:57, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.6150, loss_cls: 7.1179, loss: 7.1179 2025-08-09 03:43:50,433 - pyskl - INFO - Epoch [95][7000/7492] lr: 1.486e-02, eta: 2 days, 17:39:00, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3513, top5_acc: 0.6162, loss_cls: 7.2056, loss: 7.2056 2025-08-09 03:44:49,082 - pyskl - INFO - Epoch [95][7100/7492] lr: 1.486e-02, eta: 2 days, 17:38:03, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3488, top5_acc: 0.6125, loss_cls: 7.1114, loss: 7.1114 2025-08-09 03:45:47,832 - pyskl - INFO - Epoch [95][7200/7492] lr: 1.485e-02, eta: 2 days, 17:37:07, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6081, loss_cls: 7.2005, loss: 7.2005 2025-08-09 03:46:46,399 - pyskl - INFO - Epoch [95][7300/7492] lr: 1.484e-02, eta: 2 days, 17:36:10, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3544, top5_acc: 0.6153, loss_cls: 7.1519, loss: 7.1519 2025-08-09 03:47:45,184 - pyskl - INFO - Epoch [95][7400/7492] lr: 1.484e-02, eta: 2 days, 17:35:14, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6109, loss_cls: 7.1223, loss: 7.1223 2025-08-09 03:48:40,024 - pyskl - INFO - Saving checkpoint at 95 epochs 2025-08-09 03:49:29,914 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 03:49:30,585 - pyskl - INFO - top1_acc 0.3239 top5_acc 0.5741 2025-08-09 03:49:30,585 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 03:49:30,627 - pyskl - INFO - mean_acc 0.3235 2025-08-09 03:49:30,691 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_94.pth was removed 2025-08-09 03:49:32,251 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_95.pth. 2025-08-09 03:49:32,252 - pyskl - INFO - Best top1_acc is 0.3239 at 95 epoch. 2025-08-09 03:49:32,274 - pyskl - INFO - Epoch(val) [95][617] top1_acc: 0.3239, top5_acc: 0.5741, mean_class_accuracy: 0.3235 2025-08-09 03:51:03,774 - pyskl - INFO - Epoch [96][100/7492] lr: 1.483e-02, eta: 2 days, 17:33:13, time: 0.915, data_time: 0.341, memory: 11068, top1_acc: 0.3772, top5_acc: 0.6359, loss_cls: 6.9749, loss: 6.9749 2025-08-09 03:52:00,977 - pyskl - INFO - Epoch [96][200/7492] lr: 1.482e-02, eta: 2 days, 17:32:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6275, loss_cls: 7.1205, loss: 7.1205 2025-08-09 03:52:58,117 - pyskl - INFO - Epoch [96][300/7492] lr: 1.481e-02, eta: 2 days, 17:31:19, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6262, loss_cls: 7.0189, loss: 7.0189 2025-08-09 03:53:55,235 - pyskl - INFO - Epoch [96][400/7492] lr: 1.481e-02, eta: 2 days, 17:30:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6338, loss_cls: 6.9468, loss: 6.9468 2025-08-09 03:54:52,432 - pyskl - INFO - Epoch [96][500/7492] lr: 1.480e-02, eta: 2 days, 17:29:24, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3822, top5_acc: 0.6334, loss_cls: 6.8824, loss: 6.8824 2025-08-09 03:55:49,448 - pyskl - INFO - Epoch [96][600/7492] lr: 1.479e-02, eta: 2 days, 17:28:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3706, top5_acc: 0.6306, loss_cls: 7.0466, loss: 7.0466 2025-08-09 03:56:46,190 - pyskl - INFO - Epoch [96][700/7492] lr: 1.479e-02, eta: 2 days, 17:27:29, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6288, loss_cls: 7.0908, loss: 7.0908 2025-08-09 03:57:43,447 - pyskl - INFO - Epoch [96][800/7492] lr: 1.478e-02, eta: 2 days, 17:26:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6216, loss_cls: 7.0599, loss: 7.0599 2025-08-09 03:58:40,288 - pyskl - INFO - Epoch [96][900/7492] lr: 1.477e-02, eta: 2 days, 17:25:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3663, top5_acc: 0.6322, loss_cls: 7.0746, loss: 7.0746 2025-08-09 03:59:37,218 - pyskl - INFO - Epoch [96][1000/7492] lr: 1.477e-02, eta: 2 days, 17:24:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6203, loss_cls: 7.0598, loss: 7.0598 2025-08-09 04:00:34,163 - pyskl - INFO - Epoch [96][1100/7492] lr: 1.476e-02, eta: 2 days, 17:23:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3831, top5_acc: 0.6281, loss_cls: 7.1008, loss: 7.1008 2025-08-09 04:01:31,325 - pyskl - INFO - Epoch [96][1200/7492] lr: 1.476e-02, eta: 2 days, 17:22:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6403, loss_cls: 6.9423, loss: 6.9423 2025-08-09 04:02:27,956 - pyskl - INFO - Epoch [96][1300/7492] lr: 1.475e-02, eta: 2 days, 17:21:44, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3803, top5_acc: 0.6197, loss_cls: 7.0037, loss: 7.0037 2025-08-09 04:03:24,652 - pyskl - INFO - Epoch [96][1400/7492] lr: 1.474e-02, eta: 2 days, 17:20:46, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3744, top5_acc: 0.6203, loss_cls: 7.1337, loss: 7.1337 2025-08-09 04:04:21,462 - pyskl - INFO - Epoch [96][1500/7492] lr: 1.474e-02, eta: 2 days, 17:19:49, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6294, loss_cls: 7.0941, loss: 7.0941 2025-08-09 04:05:18,492 - pyskl - INFO - Epoch [96][1600/7492] lr: 1.473e-02, eta: 2 days, 17:18:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6125, loss_cls: 7.1463, loss: 7.1463 2025-08-09 04:06:16,144 - pyskl - INFO - Epoch [96][1700/7492] lr: 1.472e-02, eta: 2 days, 17:17:54, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6212, loss_cls: 7.0907, loss: 7.0907 2025-08-09 04:07:12,963 - pyskl - INFO - Epoch [96][1800/7492] lr: 1.472e-02, eta: 2 days, 17:16:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3678, top5_acc: 0.6297, loss_cls: 7.0693, loss: 7.0693 2025-08-09 04:08:10,197 - pyskl - INFO - Epoch [96][1900/7492] lr: 1.471e-02, eta: 2 days, 17:15:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3550, top5_acc: 0.6259, loss_cls: 7.1586, loss: 7.1586 2025-08-09 04:09:07,525 - pyskl - INFO - Epoch [96][2000/7492] lr: 1.470e-02, eta: 2 days, 17:15:02, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6231, loss_cls: 7.1096, loss: 7.1096 2025-08-09 04:10:04,588 - pyskl - INFO - Epoch [96][2100/7492] lr: 1.470e-02, eta: 2 days, 17:14:05, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6253, loss_cls: 7.0401, loss: 7.0401 2025-08-09 04:11:03,062 - pyskl - INFO - Epoch [96][2200/7492] lr: 1.469e-02, eta: 2 days, 17:13:08, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6322, loss_cls: 7.0779, loss: 7.0779 2025-08-09 04:12:00,227 - pyskl - INFO - Epoch [96][2300/7492] lr: 1.469e-02, eta: 2 days, 17:12:11, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3781, top5_acc: 0.6259, loss_cls: 6.9867, loss: 6.9867 2025-08-09 04:12:57,391 - pyskl - INFO - Epoch [96][2400/7492] lr: 1.468e-02, eta: 2 days, 17:11:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3641, top5_acc: 0.6225, loss_cls: 7.1214, loss: 7.1214 2025-08-09 04:13:54,420 - pyskl - INFO - Epoch [96][2500/7492] lr: 1.467e-02, eta: 2 days, 17:10:16, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6209, loss_cls: 7.1674, loss: 7.1674 2025-08-09 04:14:52,019 - pyskl - INFO - Epoch [96][2600/7492] lr: 1.467e-02, eta: 2 days, 17:09:19, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6159, loss_cls: 7.1160, loss: 7.1160 2025-08-09 04:15:49,299 - pyskl - INFO - Epoch [96][2700/7492] lr: 1.466e-02, eta: 2 days, 17:08:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3663, top5_acc: 0.6194, loss_cls: 7.0873, loss: 7.0873 2025-08-09 04:16:46,095 - pyskl - INFO - Epoch [96][2800/7492] lr: 1.465e-02, eta: 2 days, 17:07:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3491, top5_acc: 0.6150, loss_cls: 7.1890, loss: 7.1890 2025-08-09 04:17:43,568 - pyskl - INFO - Epoch [96][2900/7492] lr: 1.465e-02, eta: 2 days, 17:06:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3453, top5_acc: 0.6009, loss_cls: 7.3128, loss: 7.3128 2025-08-09 04:18:41,946 - pyskl - INFO - Epoch [96][3000/7492] lr: 1.464e-02, eta: 2 days, 17:05:30, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3484, top5_acc: 0.6128, loss_cls: 7.1737, loss: 7.1737 2025-08-09 04:19:40,726 - pyskl - INFO - Epoch [96][3100/7492] lr: 1.463e-02, eta: 2 days, 17:04:34, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6162, loss_cls: 7.1391, loss: 7.1391 2025-08-09 04:20:39,481 - pyskl - INFO - Epoch [96][3200/7492] lr: 1.463e-02, eta: 2 days, 17:03:37, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6178, loss_cls: 7.1024, loss: 7.1024 2025-08-09 04:21:37,738 - pyskl - INFO - Epoch [96][3300/7492] lr: 1.462e-02, eta: 2 days, 17:02:41, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3628, top5_acc: 0.6231, loss_cls: 7.1365, loss: 7.1365 2025-08-09 04:22:35,037 - pyskl - INFO - Epoch [96][3400/7492] lr: 1.462e-02, eta: 2 days, 17:01:43, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3631, top5_acc: 0.6250, loss_cls: 7.1203, loss: 7.1203 2025-08-09 04:23:31,925 - pyskl - INFO - Epoch [96][3500/7492] lr: 1.461e-02, eta: 2 days, 17:00:46, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6238, loss_cls: 7.1451, loss: 7.1451 2025-08-09 04:24:28,936 - pyskl - INFO - Epoch [96][3600/7492] lr: 1.460e-02, eta: 2 days, 16:59:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6303, loss_cls: 7.1087, loss: 7.1087 2025-08-09 04:25:25,486 - pyskl - INFO - Epoch [96][3700/7492] lr: 1.460e-02, eta: 2 days, 16:58:51, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3684, top5_acc: 0.6188, loss_cls: 7.1304, loss: 7.1304 2025-08-09 04:26:22,923 - pyskl - INFO - Epoch [96][3800/7492] lr: 1.459e-02, eta: 2 days, 16:57:53, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3509, top5_acc: 0.6225, loss_cls: 7.1054, loss: 7.1054 2025-08-09 04:27:19,973 - pyskl - INFO - Epoch [96][3900/7492] lr: 1.458e-02, eta: 2 days, 16:56:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6072, loss_cls: 7.1727, loss: 7.1727 2025-08-09 04:28:17,700 - pyskl - INFO - Epoch [96][4000/7492] lr: 1.458e-02, eta: 2 days, 16:55:59, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6159, loss_cls: 7.1261, loss: 7.1261 2025-08-09 04:29:17,089 - pyskl - INFO - Epoch [96][4100/7492] lr: 1.457e-02, eta: 2 days, 16:55:03, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6222, loss_cls: 7.1337, loss: 7.1337 2025-08-09 04:30:15,597 - pyskl - INFO - Epoch [96][4200/7492] lr: 1.456e-02, eta: 2 days, 16:54:06, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6191, loss_cls: 7.1513, loss: 7.1513 2025-08-09 04:31:14,418 - pyskl - INFO - Epoch [96][4300/7492] lr: 1.456e-02, eta: 2 days, 16:53:10, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6269, loss_cls: 7.0150, loss: 7.0150 2025-08-09 04:32:12,322 - pyskl - INFO - Epoch [96][4400/7492] lr: 1.455e-02, eta: 2 days, 16:52:13, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3563, top5_acc: 0.6275, loss_cls: 7.0684, loss: 7.0684 2025-08-09 04:33:10,489 - pyskl - INFO - Epoch [96][4500/7492] lr: 1.455e-02, eta: 2 days, 16:51:16, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6188, loss_cls: 7.0865, loss: 7.0865 2025-08-09 04:34:08,043 - pyskl - INFO - Epoch [96][4600/7492] lr: 1.454e-02, eta: 2 days, 16:50:19, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3563, top5_acc: 0.6078, loss_cls: 7.1710, loss: 7.1710 2025-08-09 04:35:06,561 - pyskl - INFO - Epoch [96][4700/7492] lr: 1.453e-02, eta: 2 days, 16:49:22, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3641, top5_acc: 0.6084, loss_cls: 7.2004, loss: 7.2004 2025-08-09 04:36:05,390 - pyskl - INFO - Epoch [96][4800/7492] lr: 1.453e-02, eta: 2 days, 16:48:26, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3578, top5_acc: 0.6222, loss_cls: 7.1742, loss: 7.1742 2025-08-09 04:37:03,872 - pyskl - INFO - Epoch [96][4900/7492] lr: 1.452e-02, eta: 2 days, 16:47:29, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3600, top5_acc: 0.6172, loss_cls: 7.1097, loss: 7.1097 2025-08-09 04:38:01,800 - pyskl - INFO - Epoch [96][5000/7492] lr: 1.451e-02, eta: 2 days, 16:46:33, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3619, top5_acc: 0.6188, loss_cls: 7.1449, loss: 7.1449 2025-08-09 04:38:59,520 - pyskl - INFO - Epoch [96][5100/7492] lr: 1.451e-02, eta: 2 days, 16:45:35, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3553, top5_acc: 0.6169, loss_cls: 7.2557, loss: 7.2557 2025-08-09 04:39:58,227 - pyskl - INFO - Epoch [96][5200/7492] lr: 1.450e-02, eta: 2 days, 16:44:39, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3631, top5_acc: 0.6200, loss_cls: 7.0733, loss: 7.0733 2025-08-09 04:40:56,867 - pyskl - INFO - Epoch [96][5300/7492] lr: 1.449e-02, eta: 2 days, 16:43:42, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6088, loss_cls: 7.1669, loss: 7.1669 2025-08-09 04:41:54,775 - pyskl - INFO - Epoch [96][5400/7492] lr: 1.449e-02, eta: 2 days, 16:42:46, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6216, loss_cls: 7.1879, loss: 7.1879 2025-08-09 04:42:53,100 - pyskl - INFO - Epoch [96][5500/7492] lr: 1.448e-02, eta: 2 days, 16:41:49, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3584, top5_acc: 0.6222, loss_cls: 7.1265, loss: 7.1265 2025-08-09 04:43:51,619 - pyskl - INFO - Epoch [96][5600/7492] lr: 1.448e-02, eta: 2 days, 16:40:52, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3516, top5_acc: 0.6144, loss_cls: 7.1786, loss: 7.1786 2025-08-09 04:44:49,404 - pyskl - INFO - Epoch [96][5700/7492] lr: 1.447e-02, eta: 2 days, 16:39:55, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6188, loss_cls: 7.0530, loss: 7.0530 2025-08-09 04:45:47,262 - pyskl - INFO - Epoch [96][5800/7492] lr: 1.446e-02, eta: 2 days, 16:38:58, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6050, loss_cls: 7.1457, loss: 7.1457 2025-08-09 04:46:45,456 - pyskl - INFO - Epoch [96][5900/7492] lr: 1.446e-02, eta: 2 days, 16:38:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6216, loss_cls: 7.1216, loss: 7.1216 2025-08-09 04:47:43,923 - pyskl - INFO - Epoch [96][6000/7492] lr: 1.445e-02, eta: 2 days, 16:37:05, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3747, top5_acc: 0.6366, loss_cls: 6.9927, loss: 6.9927 2025-08-09 04:48:42,498 - pyskl - INFO - Epoch [96][6100/7492] lr: 1.444e-02, eta: 2 days, 16:36:08, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3463, top5_acc: 0.6094, loss_cls: 7.1855, loss: 7.1855 2025-08-09 04:49:41,044 - pyskl - INFO - Epoch [96][6200/7492] lr: 1.444e-02, eta: 2 days, 16:35:12, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.6059, loss_cls: 7.2269, loss: 7.2269 2025-08-09 04:50:39,801 - pyskl - INFO - Epoch [96][6300/7492] lr: 1.443e-02, eta: 2 days, 16:34:15, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3578, top5_acc: 0.6078, loss_cls: 7.1719, loss: 7.1719 2025-08-09 04:51:38,373 - pyskl - INFO - Epoch [96][6400/7492] lr: 1.442e-02, eta: 2 days, 16:33:19, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3522, top5_acc: 0.6156, loss_cls: 7.1241, loss: 7.1241 2025-08-09 04:52:36,809 - pyskl - INFO - Epoch [96][6500/7492] lr: 1.442e-02, eta: 2 days, 16:32:22, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3588, top5_acc: 0.6212, loss_cls: 7.1060, loss: 7.1060 2025-08-09 04:53:35,051 - pyskl - INFO - Epoch [96][6600/7492] lr: 1.441e-02, eta: 2 days, 16:31:25, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3325, top5_acc: 0.5922, loss_cls: 7.2126, loss: 7.2126 2025-08-09 04:54:33,409 - pyskl - INFO - Epoch [96][6700/7492] lr: 1.441e-02, eta: 2 days, 16:30:29, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6172, loss_cls: 7.1803, loss: 7.1803 2025-08-09 04:55:31,531 - pyskl - INFO - Epoch [96][6800/7492] lr: 1.440e-02, eta: 2 days, 16:29:32, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3753, top5_acc: 0.6397, loss_cls: 6.9693, loss: 6.9693 2025-08-09 04:56:28,378 - pyskl - INFO - Epoch [96][6900/7492] lr: 1.439e-02, eta: 2 days, 16:28:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6088, loss_cls: 7.1660, loss: 7.1660 2025-08-09 04:57:25,277 - pyskl - INFO - Epoch [96][7000/7492] lr: 1.439e-02, eta: 2 days, 16:27:37, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6178, loss_cls: 7.1427, loss: 7.1427 2025-08-09 04:58:21,964 - pyskl - INFO - Epoch [96][7100/7492] lr: 1.438e-02, eta: 2 days, 16:26:39, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6328, loss_cls: 7.0449, loss: 7.0449 2025-08-09 04:59:21,015 - pyskl - INFO - Epoch [96][7200/7492] lr: 1.437e-02, eta: 2 days, 16:25:43, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3634, top5_acc: 0.6212, loss_cls: 7.0479, loss: 7.0479 2025-08-09 05:00:19,080 - pyskl - INFO - Epoch [96][7300/7492] lr: 1.437e-02, eta: 2 days, 16:24:46, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6016, loss_cls: 7.1749, loss: 7.1749 2025-08-09 05:01:17,423 - pyskl - INFO - Epoch [96][7400/7492] lr: 1.436e-02, eta: 2 days, 16:23:49, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6169, loss_cls: 7.0849, loss: 7.0849 2025-08-09 05:02:13,164 - pyskl - INFO - Saving checkpoint at 96 epochs 2025-08-09 05:03:05,487 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 05:03:06,153 - pyskl - INFO - top1_acc 0.3227 top5_acc 0.5769 2025-08-09 05:03:06,153 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 05:03:06,200 - pyskl - INFO - mean_acc 0.3224 2025-08-09 05:03:06,213 - pyskl - INFO - Epoch(val) [96][617] top1_acc: 0.3227, top5_acc: 0.5769, mean_class_accuracy: 0.3224 2025-08-09 05:04:38,771 - pyskl - INFO - Epoch [97][100/7492] lr: 1.435e-02, eta: 2 days, 16:21:49, time: 0.925, data_time: 0.340, memory: 11068, top1_acc: 0.3778, top5_acc: 0.6269, loss_cls: 7.0080, loss: 7.0080 2025-08-09 05:05:36,427 - pyskl - INFO - Epoch [97][200/7492] lr: 1.434e-02, eta: 2 days, 16:20:52, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6381, loss_cls: 6.9051, loss: 6.9051 2025-08-09 05:06:34,084 - pyskl - INFO - Epoch [97][300/7492] lr: 1.434e-02, eta: 2 days, 16:19:55, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6388, loss_cls: 6.9680, loss: 6.9680 2025-08-09 05:07:31,404 - pyskl - INFO - Epoch [97][400/7492] lr: 1.433e-02, eta: 2 days, 16:18:58, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3828, top5_acc: 0.6381, loss_cls: 6.9030, loss: 6.9030 2025-08-09 05:08:28,329 - pyskl - INFO - Epoch [97][500/7492] lr: 1.432e-02, eta: 2 days, 16:18:01, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6319, loss_cls: 7.0400, loss: 7.0400 2025-08-09 05:09:25,911 - pyskl - INFO - Epoch [97][600/7492] lr: 1.432e-02, eta: 2 days, 16:17:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3809, top5_acc: 0.6288, loss_cls: 7.0880, loss: 7.0880 2025-08-09 05:10:22,815 - pyskl - INFO - Epoch [97][700/7492] lr: 1.431e-02, eta: 2 days, 16:16:06, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3672, top5_acc: 0.6288, loss_cls: 7.0169, loss: 7.0169 2025-08-09 05:11:19,480 - pyskl - INFO - Epoch [97][800/7492] lr: 1.431e-02, eta: 2 days, 16:15:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3569, top5_acc: 0.6194, loss_cls: 7.1781, loss: 7.1781 2025-08-09 05:12:16,875 - pyskl - INFO - Epoch [97][900/7492] lr: 1.430e-02, eta: 2 days, 16:14:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3681, top5_acc: 0.6366, loss_cls: 7.0294, loss: 7.0294 2025-08-09 05:13:13,594 - pyskl - INFO - Epoch [97][1000/7492] lr: 1.429e-02, eta: 2 days, 16:13:13, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6369, loss_cls: 7.1095, loss: 7.1095 2025-08-09 05:14:10,384 - pyskl - INFO - Epoch [97][1100/7492] lr: 1.429e-02, eta: 2 days, 16:12:16, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3706, top5_acc: 0.6228, loss_cls: 7.0755, loss: 7.0755 2025-08-09 05:15:07,415 - pyskl - INFO - Epoch [97][1200/7492] lr: 1.428e-02, eta: 2 days, 16:11:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6338, loss_cls: 7.0125, loss: 7.0125 2025-08-09 05:16:04,025 - pyskl - INFO - Epoch [97][1300/7492] lr: 1.427e-02, eta: 2 days, 16:10:21, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3700, top5_acc: 0.6312, loss_cls: 6.9205, loss: 6.9205 2025-08-09 05:17:03,433 - pyskl - INFO - Epoch [97][1400/7492] lr: 1.427e-02, eta: 2 days, 16:09:25, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6047, loss_cls: 7.1613, loss: 7.1613 2025-08-09 05:18:01,335 - pyskl - INFO - Epoch [97][1500/7492] lr: 1.426e-02, eta: 2 days, 16:08:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6225, loss_cls: 7.0258, loss: 7.0258 2025-08-09 05:18:59,996 - pyskl - INFO - Epoch [97][1600/7492] lr: 1.425e-02, eta: 2 days, 16:07:31, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6284, loss_cls: 6.9988, loss: 6.9988 2025-08-09 05:19:56,628 - pyskl - INFO - Epoch [97][1700/7492] lr: 1.425e-02, eta: 2 days, 16:06:34, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3628, top5_acc: 0.6078, loss_cls: 7.1334, loss: 7.1334 2025-08-09 05:20:53,671 - pyskl - INFO - Epoch [97][1800/7492] lr: 1.424e-02, eta: 2 days, 16:05:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3647, top5_acc: 0.6366, loss_cls: 7.1206, loss: 7.1206 2025-08-09 05:21:51,278 - pyskl - INFO - Epoch [97][1900/7492] lr: 1.424e-02, eta: 2 days, 16:04:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6094, loss_cls: 7.1006, loss: 7.1006 2025-08-09 05:22:48,238 - pyskl - INFO - Epoch [97][2000/7492] lr: 1.423e-02, eta: 2 days, 16:03:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6250, loss_cls: 7.0445, loss: 7.0445 2025-08-09 05:23:45,719 - pyskl - INFO - Epoch [97][2100/7492] lr: 1.422e-02, eta: 2 days, 16:02:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6097, loss_cls: 7.2032, loss: 7.2032 2025-08-09 05:24:43,154 - pyskl - INFO - Epoch [97][2200/7492] lr: 1.422e-02, eta: 2 days, 16:01:47, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3725, top5_acc: 0.6119, loss_cls: 7.0469, loss: 7.0469 2025-08-09 05:25:40,151 - pyskl - INFO - Epoch [97][2300/7492] lr: 1.421e-02, eta: 2 days, 16:00:50, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6247, loss_cls: 7.1558, loss: 7.1558 2025-08-09 05:26:37,555 - pyskl - INFO - Epoch [97][2400/7492] lr: 1.420e-02, eta: 2 days, 15:59:52, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3762, top5_acc: 0.6447, loss_cls: 6.9416, loss: 6.9416 2025-08-09 05:27:36,341 - pyskl - INFO - Epoch [97][2500/7492] lr: 1.420e-02, eta: 2 days, 15:58:56, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3628, top5_acc: 0.6178, loss_cls: 7.0723, loss: 7.0723 2025-08-09 05:28:34,838 - pyskl - INFO - Epoch [97][2600/7492] lr: 1.419e-02, eta: 2 days, 15:57:59, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3528, top5_acc: 0.6141, loss_cls: 7.1452, loss: 7.1452 2025-08-09 05:29:33,169 - pyskl - INFO - Epoch [97][2700/7492] lr: 1.419e-02, eta: 2 days, 15:57:03, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6222, loss_cls: 7.0801, loss: 7.0801 2025-08-09 05:30:31,600 - pyskl - INFO - Epoch [97][2800/7492] lr: 1.418e-02, eta: 2 days, 15:56:06, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3591, top5_acc: 0.6319, loss_cls: 7.1410, loss: 7.1410 2025-08-09 05:31:30,086 - pyskl - INFO - Epoch [97][2900/7492] lr: 1.417e-02, eta: 2 days, 15:55:09, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3741, top5_acc: 0.6303, loss_cls: 6.9781, loss: 6.9781 2025-08-09 05:32:28,873 - pyskl - INFO - Epoch [97][3000/7492] lr: 1.417e-02, eta: 2 days, 15:54:13, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3600, top5_acc: 0.6269, loss_cls: 7.0131, loss: 7.0131 2025-08-09 05:33:27,362 - pyskl - INFO - Epoch [97][3100/7492] lr: 1.416e-02, eta: 2 days, 15:53:16, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6222, loss_cls: 7.1027, loss: 7.1027 2025-08-09 05:34:25,873 - pyskl - INFO - Epoch [97][3200/7492] lr: 1.415e-02, eta: 2 days, 15:52:20, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6144, loss_cls: 7.0770, loss: 7.0770 2025-08-09 05:35:24,066 - pyskl - INFO - Epoch [97][3300/7492] lr: 1.415e-02, eta: 2 days, 15:51:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6347, loss_cls: 6.9626, loss: 6.9626 2025-08-09 05:36:22,612 - pyskl - INFO - Epoch [97][3400/7492] lr: 1.414e-02, eta: 2 days, 15:50:26, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3544, top5_acc: 0.6234, loss_cls: 7.1739, loss: 7.1739 2025-08-09 05:37:19,971 - pyskl - INFO - Epoch [97][3500/7492] lr: 1.413e-02, eta: 2 days, 15:49:29, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6216, loss_cls: 7.0812, loss: 7.0812 2025-08-09 05:38:18,229 - pyskl - INFO - Epoch [97][3600/7492] lr: 1.413e-02, eta: 2 days, 15:48:32, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6056, loss_cls: 7.0947, loss: 7.0947 2025-08-09 05:39:16,064 - pyskl - INFO - Epoch [97][3700/7492] lr: 1.412e-02, eta: 2 days, 15:47:35, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3666, top5_acc: 0.6241, loss_cls: 7.0903, loss: 7.0903 2025-08-09 05:40:14,662 - pyskl - INFO - Epoch [97][3800/7492] lr: 1.412e-02, eta: 2 days, 15:46:39, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3647, top5_acc: 0.6241, loss_cls: 7.0215, loss: 7.0215 2025-08-09 05:41:13,333 - pyskl - INFO - Epoch [97][3900/7492] lr: 1.411e-02, eta: 2 days, 15:45:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3559, top5_acc: 0.6084, loss_cls: 7.1540, loss: 7.1540 2025-08-09 05:42:11,973 - pyskl - INFO - Epoch [97][4000/7492] lr: 1.410e-02, eta: 2 days, 15:44:46, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6162, loss_cls: 7.0733, loss: 7.0733 2025-08-09 05:43:10,506 - pyskl - INFO - Epoch [97][4100/7492] lr: 1.410e-02, eta: 2 days, 15:43:49, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6284, loss_cls: 7.0504, loss: 7.0504 2025-08-09 05:44:09,108 - pyskl - INFO - Epoch [97][4200/7492] lr: 1.409e-02, eta: 2 days, 15:42:53, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6216, loss_cls: 7.1430, loss: 7.1430 2025-08-09 05:45:06,426 - pyskl - INFO - Epoch [97][4300/7492] lr: 1.408e-02, eta: 2 days, 15:41:55, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6222, loss_cls: 7.0465, loss: 7.0465 2025-08-09 05:46:04,584 - pyskl - INFO - Epoch [97][4400/7492] lr: 1.408e-02, eta: 2 days, 15:40:58, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6244, loss_cls: 7.0078, loss: 7.0078 2025-08-09 05:47:02,615 - pyskl - INFO - Epoch [97][4500/7492] lr: 1.407e-02, eta: 2 days, 15:40:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3753, top5_acc: 0.6234, loss_cls: 7.0559, loss: 7.0559 2025-08-09 05:47:59,547 - pyskl - INFO - Epoch [97][4600/7492] lr: 1.407e-02, eta: 2 days, 15:39:04, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6306, loss_cls: 7.0404, loss: 7.0404 2025-08-09 05:48:58,342 - pyskl - INFO - Epoch [97][4700/7492] lr: 1.406e-02, eta: 2 days, 15:38:08, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6169, loss_cls: 7.1239, loss: 7.1239 2025-08-09 05:49:57,153 - pyskl - INFO - Epoch [97][4800/7492] lr: 1.405e-02, eta: 2 days, 15:37:11, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3678, top5_acc: 0.6244, loss_cls: 7.1045, loss: 7.1045 2025-08-09 05:50:55,023 - pyskl - INFO - Epoch [97][4900/7492] lr: 1.405e-02, eta: 2 days, 15:36:14, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3672, top5_acc: 0.6272, loss_cls: 7.1311, loss: 7.1311 2025-08-09 05:51:53,963 - pyskl - INFO - Epoch [97][5000/7492] lr: 1.404e-02, eta: 2 days, 15:35:18, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6138, loss_cls: 7.0844, loss: 7.0844 2025-08-09 05:52:52,676 - pyskl - INFO - Epoch [97][5100/7492] lr: 1.403e-02, eta: 2 days, 15:34:21, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6159, loss_cls: 7.1286, loss: 7.1286 2025-08-09 05:53:51,339 - pyskl - INFO - Epoch [97][5200/7492] lr: 1.403e-02, eta: 2 days, 15:33:25, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3672, top5_acc: 0.6228, loss_cls: 7.0603, loss: 7.0603 2025-08-09 05:54:48,977 - pyskl - INFO - Epoch [97][5300/7492] lr: 1.402e-02, eta: 2 days, 15:32:28, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3569, top5_acc: 0.6212, loss_cls: 7.0995, loss: 7.0995 2025-08-09 05:55:45,923 - pyskl - INFO - Epoch [97][5400/7492] lr: 1.402e-02, eta: 2 days, 15:31:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3659, top5_acc: 0.6197, loss_cls: 7.1136, loss: 7.1136 2025-08-09 05:56:42,860 - pyskl - INFO - Epoch [97][5500/7492] lr: 1.401e-02, eta: 2 days, 15:30:33, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3744, top5_acc: 0.6253, loss_cls: 7.0495, loss: 7.0495 2025-08-09 05:57:39,674 - pyskl - INFO - Epoch [97][5600/7492] lr: 1.400e-02, eta: 2 days, 15:29:35, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3456, top5_acc: 0.6097, loss_cls: 7.1919, loss: 7.1919 2025-08-09 05:58:37,083 - pyskl - INFO - Epoch [97][5700/7492] lr: 1.400e-02, eta: 2 days, 15:28:38, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3556, top5_acc: 0.6194, loss_cls: 7.0543, loss: 7.0543 2025-08-09 05:59:35,145 - pyskl - INFO - Epoch [97][5800/7492] lr: 1.399e-02, eta: 2 days, 15:27:41, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6316, loss_cls: 7.0475, loss: 7.0475 2025-08-09 06:00:33,435 - pyskl - INFO - Epoch [97][5900/7492] lr: 1.398e-02, eta: 2 days, 15:26:44, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3559, top5_acc: 0.6075, loss_cls: 7.1513, loss: 7.1513 2025-08-09 06:01:31,818 - pyskl - INFO - Epoch [97][6000/7492] lr: 1.398e-02, eta: 2 days, 15:25:48, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3553, top5_acc: 0.6075, loss_cls: 7.2061, loss: 7.2061 2025-08-09 06:02:29,524 - pyskl - INFO - Epoch [97][6100/7492] lr: 1.397e-02, eta: 2 days, 15:24:51, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3600, top5_acc: 0.6134, loss_cls: 7.1549, loss: 7.1549 2025-08-09 06:03:27,951 - pyskl - INFO - Epoch [97][6200/7492] lr: 1.397e-02, eta: 2 days, 15:23:54, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3538, top5_acc: 0.6091, loss_cls: 7.1762, loss: 7.1762 2025-08-09 06:04:26,800 - pyskl - INFO - Epoch [97][6300/7492] lr: 1.396e-02, eta: 2 days, 15:22:57, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6091, loss_cls: 7.1677, loss: 7.1677 2025-08-09 06:05:25,791 - pyskl - INFO - Epoch [97][6400/7492] lr: 1.395e-02, eta: 2 days, 15:22:01, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3600, top5_acc: 0.6294, loss_cls: 7.0929, loss: 7.0929 2025-08-09 06:06:24,287 - pyskl - INFO - Epoch [97][6500/7492] lr: 1.395e-02, eta: 2 days, 15:21:04, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6184, loss_cls: 7.1035, loss: 7.1035 2025-08-09 06:07:22,524 - pyskl - INFO - Epoch [97][6600/7492] lr: 1.394e-02, eta: 2 days, 15:20:08, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6300, loss_cls: 7.0409, loss: 7.0409 2025-08-09 06:08:20,627 - pyskl - INFO - Epoch [97][6700/7492] lr: 1.393e-02, eta: 2 days, 15:19:11, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3750, top5_acc: 0.6347, loss_cls: 7.0494, loss: 7.0494 2025-08-09 06:09:19,115 - pyskl - INFO - Epoch [97][6800/7492] lr: 1.393e-02, eta: 2 days, 15:18:14, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3584, top5_acc: 0.6222, loss_cls: 7.1300, loss: 7.1300 2025-08-09 06:10:17,804 - pyskl - INFO - Epoch [97][6900/7492] lr: 1.392e-02, eta: 2 days, 15:17:18, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3578, top5_acc: 0.6222, loss_cls: 7.1127, loss: 7.1127 2025-08-09 06:11:16,630 - pyskl - INFO - Epoch [97][7000/7492] lr: 1.391e-02, eta: 2 days, 15:16:21, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6109, loss_cls: 7.0868, loss: 7.0868 2025-08-09 06:12:13,940 - pyskl - INFO - Epoch [97][7100/7492] lr: 1.391e-02, eta: 2 days, 15:15:24, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3741, top5_acc: 0.6262, loss_cls: 7.0654, loss: 7.0654 2025-08-09 06:13:11,740 - pyskl - INFO - Epoch [97][7200/7492] lr: 1.390e-02, eta: 2 days, 15:14:27, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6194, loss_cls: 7.1841, loss: 7.1841 2025-08-09 06:14:09,995 - pyskl - INFO - Epoch [97][7300/7492] lr: 1.390e-02, eta: 2 days, 15:13:30, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6062, loss_cls: 7.1307, loss: 7.1307 2025-08-09 06:15:08,114 - pyskl - INFO - Epoch [97][7400/7492] lr: 1.389e-02, eta: 2 days, 15:12:33, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3694, top5_acc: 0.6216, loss_cls: 7.1330, loss: 7.1330 2025-08-09 06:16:03,254 - pyskl - INFO - Saving checkpoint at 97 epochs 2025-08-09 06:16:53,195 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 06:16:53,864 - pyskl - INFO - top1_acc 0.3217 top5_acc 0.5790 2025-08-09 06:16:53,864 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 06:16:53,907 - pyskl - INFO - mean_acc 0.3214 2025-08-09 06:16:53,919 - pyskl - INFO - Epoch(val) [97][617] top1_acc: 0.3217, top5_acc: 0.5790, mean_class_accuracy: 0.3214 2025-08-09 06:18:25,393 - pyskl - INFO - Epoch [98][100/7492] lr: 1.388e-02, eta: 2 days, 15:10:33, time: 0.915, data_time: 0.329, memory: 11068, top1_acc: 0.3725, top5_acc: 0.6353, loss_cls: 6.9798, loss: 6.9798 2025-08-09 06:19:22,941 - pyskl - INFO - Epoch [98][200/7492] lr: 1.387e-02, eta: 2 days, 15:09:36, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3747, top5_acc: 0.6350, loss_cls: 7.0510, loss: 7.0510 2025-08-09 06:20:20,439 - pyskl - INFO - Epoch [98][300/7492] lr: 1.387e-02, eta: 2 days, 15:08:39, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6341, loss_cls: 6.9800, loss: 6.9800 2025-08-09 06:21:17,513 - pyskl - INFO - Epoch [98][400/7492] lr: 1.386e-02, eta: 2 days, 15:07:41, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3700, top5_acc: 0.6278, loss_cls: 7.0538, loss: 7.0538 2025-08-09 06:22:14,946 - pyskl - INFO - Epoch [98][500/7492] lr: 1.385e-02, eta: 2 days, 15:06:44, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3753, top5_acc: 0.6422, loss_cls: 6.8713, loss: 6.8713 2025-08-09 06:23:13,810 - pyskl - INFO - Epoch [98][600/7492] lr: 1.385e-02, eta: 2 days, 15:05:48, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3747, top5_acc: 0.6312, loss_cls: 7.0309, loss: 7.0309 2025-08-09 06:24:11,908 - pyskl - INFO - Epoch [98][700/7492] lr: 1.384e-02, eta: 2 days, 15:04:51, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6275, loss_cls: 6.9942, loss: 6.9942 2025-08-09 06:25:10,056 - pyskl - INFO - Epoch [98][800/7492] lr: 1.383e-02, eta: 2 days, 15:03:54, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6331, loss_cls: 7.0366, loss: 7.0366 2025-08-09 06:26:08,585 - pyskl - INFO - Epoch [98][900/7492] lr: 1.383e-02, eta: 2 days, 15:02:58, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6147, loss_cls: 7.0739, loss: 7.0739 2025-08-09 06:27:06,725 - pyskl - INFO - Epoch [98][1000/7492] lr: 1.382e-02, eta: 2 days, 15:02:01, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6203, loss_cls: 7.1133, loss: 7.1133 2025-08-09 06:28:05,269 - pyskl - INFO - Epoch [98][1100/7492] lr: 1.382e-02, eta: 2 days, 15:01:04, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3809, top5_acc: 0.6284, loss_cls: 6.9860, loss: 6.9860 2025-08-09 06:29:03,930 - pyskl - INFO - Epoch [98][1200/7492] lr: 1.381e-02, eta: 2 days, 15:00:08, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3619, top5_acc: 0.6175, loss_cls: 7.0698, loss: 7.0698 2025-08-09 06:30:02,844 - pyskl - INFO - Epoch [98][1300/7492] lr: 1.380e-02, eta: 2 days, 14:59:11, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6281, loss_cls: 6.9985, loss: 6.9985 2025-08-09 06:31:01,113 - pyskl - INFO - Epoch [98][1400/7492] lr: 1.380e-02, eta: 2 days, 14:58:14, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6369, loss_cls: 7.0987, loss: 7.0987 2025-08-09 06:31:59,250 - pyskl - INFO - Epoch [98][1500/7492] lr: 1.379e-02, eta: 2 days, 14:57:17, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6316, loss_cls: 7.0508, loss: 7.0508 2025-08-09 06:32:57,393 - pyskl - INFO - Epoch [98][1600/7492] lr: 1.378e-02, eta: 2 days, 14:56:21, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3734, top5_acc: 0.6281, loss_cls: 7.0042, loss: 7.0042 2025-08-09 06:33:55,451 - pyskl - INFO - Epoch [98][1700/7492] lr: 1.378e-02, eta: 2 days, 14:55:24, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3659, top5_acc: 0.6169, loss_cls: 7.0811, loss: 7.0811 2025-08-09 06:34:53,558 - pyskl - INFO - Epoch [98][1800/7492] lr: 1.377e-02, eta: 2 days, 14:54:27, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3663, top5_acc: 0.6266, loss_cls: 7.0417, loss: 7.0417 2025-08-09 06:35:51,736 - pyskl - INFO - Epoch [98][1900/7492] lr: 1.377e-02, eta: 2 days, 14:53:30, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3659, top5_acc: 0.6219, loss_cls: 7.0595, loss: 7.0595 2025-08-09 06:36:49,833 - pyskl - INFO - Epoch [98][2000/7492] lr: 1.376e-02, eta: 2 days, 14:52:33, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3725, top5_acc: 0.6259, loss_cls: 6.9830, loss: 6.9830 2025-08-09 06:37:47,126 - pyskl - INFO - Epoch [98][2100/7492] lr: 1.375e-02, eta: 2 days, 14:51:36, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3781, top5_acc: 0.6378, loss_cls: 6.9332, loss: 6.9332 2025-08-09 06:38:44,686 - pyskl - INFO - Epoch [98][2200/7492] lr: 1.375e-02, eta: 2 days, 14:50:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3781, top5_acc: 0.6353, loss_cls: 6.9611, loss: 6.9611 2025-08-09 06:39:43,386 - pyskl - INFO - Epoch [98][2300/7492] lr: 1.374e-02, eta: 2 days, 14:49:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6150, loss_cls: 7.0648, loss: 7.0648 2025-08-09 06:40:41,302 - pyskl - INFO - Epoch [98][2400/7492] lr: 1.373e-02, eta: 2 days, 14:48:45, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3531, top5_acc: 0.6134, loss_cls: 7.1443, loss: 7.1443 2025-08-09 06:41:37,965 - pyskl - INFO - Epoch [98][2500/7492] lr: 1.373e-02, eta: 2 days, 14:47:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3766, top5_acc: 0.6262, loss_cls: 7.0918, loss: 7.0918 2025-08-09 06:42:34,445 - pyskl - INFO - Epoch [98][2600/7492] lr: 1.372e-02, eta: 2 days, 14:46:50, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 6.9619, loss: 6.9619 2025-08-09 06:43:30,960 - pyskl - INFO - Epoch [98][2700/7492] lr: 1.372e-02, eta: 2 days, 14:45:52, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6256, loss_cls: 7.0537, loss: 7.0537 2025-08-09 06:44:28,769 - pyskl - INFO - Epoch [98][2800/7492] lr: 1.371e-02, eta: 2 days, 14:44:55, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6266, loss_cls: 7.1111, loss: 7.1111 2025-08-09 06:45:26,741 - pyskl - INFO - Epoch [98][2900/7492] lr: 1.370e-02, eta: 2 days, 14:43:58, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3734, top5_acc: 0.6278, loss_cls: 7.0500, loss: 7.0500 2025-08-09 06:46:24,261 - pyskl - INFO - Epoch [98][3000/7492] lr: 1.370e-02, eta: 2 days, 14:43:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3647, top5_acc: 0.6225, loss_cls: 7.0072, loss: 7.0072 2025-08-09 06:47:22,759 - pyskl - INFO - Epoch [98][3100/7492] lr: 1.369e-02, eta: 2 days, 14:42:04, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3753, top5_acc: 0.6281, loss_cls: 7.0884, loss: 7.0884 2025-08-09 06:48:20,714 - pyskl - INFO - Epoch [98][3200/7492] lr: 1.368e-02, eta: 2 days, 14:41:08, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3856, top5_acc: 0.6322, loss_cls: 6.9288, loss: 6.9288 2025-08-09 06:49:19,419 - pyskl - INFO - Epoch [98][3300/7492] lr: 1.368e-02, eta: 2 days, 14:40:11, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6228, loss_cls: 7.0605, loss: 7.0605 2025-08-09 06:50:18,175 - pyskl - INFO - Epoch [98][3400/7492] lr: 1.367e-02, eta: 2 days, 14:39:15, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3694, top5_acc: 0.6184, loss_cls: 7.0622, loss: 7.0622 2025-08-09 06:51:16,611 - pyskl - INFO - Epoch [98][3500/7492] lr: 1.367e-02, eta: 2 days, 14:38:18, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3734, top5_acc: 0.6378, loss_cls: 6.9816, loss: 6.9816 2025-08-09 06:52:14,070 - pyskl - INFO - Epoch [98][3600/7492] lr: 1.366e-02, eta: 2 days, 14:37:21, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 7.1198, loss: 7.1198 2025-08-09 06:53:12,627 - pyskl - INFO - Epoch [98][3700/7492] lr: 1.365e-02, eta: 2 days, 14:36:24, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 7.0923, loss: 7.0923 2025-08-09 06:54:11,310 - pyskl - INFO - Epoch [98][3800/7492] lr: 1.365e-02, eta: 2 days, 14:35:27, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6250, loss_cls: 7.1089, loss: 7.1089 2025-08-09 06:55:09,687 - pyskl - INFO - Epoch [98][3900/7492] lr: 1.364e-02, eta: 2 days, 14:34:31, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3656, top5_acc: 0.6353, loss_cls: 7.0420, loss: 7.0420 2025-08-09 06:56:07,854 - pyskl - INFO - Epoch [98][4000/7492] lr: 1.363e-02, eta: 2 days, 14:33:34, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6184, loss_cls: 7.1173, loss: 7.1173 2025-08-09 06:57:06,329 - pyskl - INFO - Epoch [98][4100/7492] lr: 1.363e-02, eta: 2 days, 14:32:37, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3575, top5_acc: 0.6231, loss_cls: 7.1583, loss: 7.1583 2025-08-09 06:58:03,935 - pyskl - INFO - Epoch [98][4200/7492] lr: 1.362e-02, eta: 2 days, 14:31:40, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.6197, loss_cls: 7.0866, loss: 7.0866 2025-08-09 06:59:01,887 - pyskl - INFO - Epoch [98][4300/7492] lr: 1.362e-02, eta: 2 days, 14:30:43, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3728, top5_acc: 0.6306, loss_cls: 7.0276, loss: 7.0276 2025-08-09 07:00:00,274 - pyskl - INFO - Epoch [98][4400/7492] lr: 1.361e-02, eta: 2 days, 14:29:46, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6166, loss_cls: 7.0650, loss: 7.0650 2025-08-09 07:00:57,607 - pyskl - INFO - Epoch [98][4500/7492] lr: 1.360e-02, eta: 2 days, 14:28:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3750, top5_acc: 0.6247, loss_cls: 7.0771, loss: 7.0771 2025-08-09 07:01:55,871 - pyskl - INFO - Epoch [98][4600/7492] lr: 1.360e-02, eta: 2 days, 14:27:52, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3825, top5_acc: 0.6284, loss_cls: 6.9561, loss: 6.9561 2025-08-09 07:02:53,818 - pyskl - INFO - Epoch [98][4700/7492] lr: 1.359e-02, eta: 2 days, 14:26:55, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3469, top5_acc: 0.6062, loss_cls: 7.1443, loss: 7.1443 2025-08-09 07:03:52,277 - pyskl - INFO - Epoch [98][4800/7492] lr: 1.358e-02, eta: 2 days, 14:25:59, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3738, top5_acc: 0.6272, loss_cls: 6.9964, loss: 6.9964 2025-08-09 07:04:50,805 - pyskl - INFO - Epoch [98][4900/7492] lr: 1.358e-02, eta: 2 days, 14:25:02, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3619, top5_acc: 0.6291, loss_cls: 7.0425, loss: 7.0425 2025-08-09 07:05:48,807 - pyskl - INFO - Epoch [98][5000/7492] lr: 1.357e-02, eta: 2 days, 14:24:05, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6300, loss_cls: 7.0361, loss: 7.0361 2025-08-09 07:06:45,202 - pyskl - INFO - Epoch [98][5100/7492] lr: 1.357e-02, eta: 2 days, 14:23:07, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3784, top5_acc: 0.6375, loss_cls: 6.8899, loss: 6.8899 2025-08-09 07:07:42,798 - pyskl - INFO - Epoch [98][5200/7492] lr: 1.356e-02, eta: 2 days, 14:22:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6147, loss_cls: 7.0911, loss: 7.0911 2025-08-09 07:08:40,318 - pyskl - INFO - Epoch [98][5300/7492] lr: 1.355e-02, eta: 2 days, 14:21:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3606, top5_acc: 0.6225, loss_cls: 7.0495, loss: 7.0495 2025-08-09 07:09:38,553 - pyskl - INFO - Epoch [98][5400/7492] lr: 1.355e-02, eta: 2 days, 14:20:16, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3634, top5_acc: 0.6294, loss_cls: 7.0013, loss: 7.0013 2025-08-09 07:10:36,108 - pyskl - INFO - Epoch [98][5500/7492] lr: 1.354e-02, eta: 2 days, 14:19:19, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6184, loss_cls: 7.0833, loss: 7.0833 2025-08-09 07:11:34,999 - pyskl - INFO - Epoch [98][5600/7492] lr: 1.354e-02, eta: 2 days, 14:18:23, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3728, top5_acc: 0.6241, loss_cls: 7.0351, loss: 7.0351 2025-08-09 07:12:32,075 - pyskl - INFO - Epoch [98][5700/7492] lr: 1.353e-02, eta: 2 days, 14:17:25, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3572, top5_acc: 0.6150, loss_cls: 7.1970, loss: 7.1970 2025-08-09 07:13:29,182 - pyskl - INFO - Epoch [98][5800/7492] lr: 1.352e-02, eta: 2 days, 14:16:28, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3800, top5_acc: 0.6269, loss_cls: 6.9874, loss: 6.9874 2025-08-09 07:14:27,307 - pyskl - INFO - Epoch [98][5900/7492] lr: 1.352e-02, eta: 2 days, 14:15:31, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6316, loss_cls: 7.0791, loss: 7.0791 2025-08-09 07:15:24,138 - pyskl - INFO - Epoch [98][6000/7492] lr: 1.351e-02, eta: 2 days, 14:14:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3631, top5_acc: 0.6234, loss_cls: 7.0278, loss: 7.0278 2025-08-09 07:16:21,170 - pyskl - INFO - Epoch [98][6100/7492] lr: 1.350e-02, eta: 2 days, 14:13:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3606, top5_acc: 0.6197, loss_cls: 7.0815, loss: 7.0815 2025-08-09 07:17:19,414 - pyskl - INFO - Epoch [98][6200/7492] lr: 1.350e-02, eta: 2 days, 14:12:39, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 7.0146, loss: 7.0146 2025-08-09 07:18:17,362 - pyskl - INFO - Epoch [98][6300/7492] lr: 1.349e-02, eta: 2 days, 14:11:42, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3697, top5_acc: 0.6181, loss_cls: 7.0481, loss: 7.0481 2025-08-09 07:19:16,050 - pyskl - INFO - Epoch [98][6400/7492] lr: 1.349e-02, eta: 2 days, 14:10:46, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3641, top5_acc: 0.6350, loss_cls: 6.9975, loss: 6.9975 2025-08-09 07:20:14,649 - pyskl - INFO - Epoch [98][6500/7492] lr: 1.348e-02, eta: 2 days, 14:09:49, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3756, top5_acc: 0.6425, loss_cls: 6.9548, loss: 6.9548 2025-08-09 07:21:13,167 - pyskl - INFO - Epoch [98][6600/7492] lr: 1.347e-02, eta: 2 days, 14:08:53, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3550, top5_acc: 0.6238, loss_cls: 7.0337, loss: 7.0337 2025-08-09 07:22:11,623 - pyskl - INFO - Epoch [98][6700/7492] lr: 1.347e-02, eta: 2 days, 14:07:56, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6225, loss_cls: 7.0989, loss: 7.0989 2025-08-09 07:23:09,938 - pyskl - INFO - Epoch [98][6800/7492] lr: 1.346e-02, eta: 2 days, 14:06:59, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6225, loss_cls: 7.1598, loss: 7.1598 2025-08-09 07:24:07,920 - pyskl - INFO - Epoch [98][6900/7492] lr: 1.345e-02, eta: 2 days, 14:06:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3569, top5_acc: 0.6253, loss_cls: 7.0690, loss: 7.0690 2025-08-09 07:25:05,809 - pyskl - INFO - Epoch [98][7000/7492] lr: 1.345e-02, eta: 2 days, 14:05:05, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6225, loss_cls: 7.0146, loss: 7.0146 2025-08-09 07:26:03,851 - pyskl - INFO - Epoch [98][7100/7492] lr: 1.344e-02, eta: 2 days, 14:04:08, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3734, top5_acc: 0.6275, loss_cls: 6.9874, loss: 6.9874 2025-08-09 07:27:02,032 - pyskl - INFO - Epoch [98][7200/7492] lr: 1.344e-02, eta: 2 days, 14:03:11, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3684, top5_acc: 0.6175, loss_cls: 7.0814, loss: 7.0814 2025-08-09 07:27:59,561 - pyskl - INFO - Epoch [98][7300/7492] lr: 1.343e-02, eta: 2 days, 14:02:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3619, top5_acc: 0.6131, loss_cls: 7.0091, loss: 7.0091 2025-08-09 07:28:57,879 - pyskl - INFO - Epoch [98][7400/7492] lr: 1.342e-02, eta: 2 days, 14:01:18, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6181, loss_cls: 7.1046, loss: 7.1046 2025-08-09 07:29:53,506 - pyskl - INFO - Saving checkpoint at 98 epochs 2025-08-09 07:30:44,804 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 07:30:45,486 - pyskl - INFO - top1_acc 0.3293 top5_acc 0.5860 2025-08-09 07:30:45,486 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 07:30:45,532 - pyskl - INFO - mean_acc 0.3290 2025-08-09 07:30:45,598 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_95.pth was removed 2025-08-09 07:30:47,245 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_98.pth. 2025-08-09 07:30:47,247 - pyskl - INFO - Best top1_acc is 0.3293 at 98 epoch. 2025-08-09 07:30:47,277 - pyskl - INFO - Epoch(val) [98][617] top1_acc: 0.3293, top5_acc: 0.5860, mean_class_accuracy: 0.3290 2025-08-09 07:32:20,090 - pyskl - INFO - Epoch [99][100/7492] lr: 1.341e-02, eta: 2 days, 13:59:18, time: 0.928, data_time: 0.344, memory: 11068, top1_acc: 0.3812, top5_acc: 0.6353, loss_cls: 6.8582, loss: 6.8582 2025-08-09 07:33:17,311 - pyskl - INFO - Epoch [99][200/7492] lr: 1.341e-02, eta: 2 days, 13:58:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3766, top5_acc: 0.6322, loss_cls: 6.9828, loss: 6.9828 2025-08-09 07:34:14,141 - pyskl - INFO - Epoch [99][300/7492] lr: 1.340e-02, eta: 2 days, 13:57:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3706, top5_acc: 0.6284, loss_cls: 7.0196, loss: 7.0196 2025-08-09 07:35:10,890 - pyskl - INFO - Epoch [99][400/7492] lr: 1.339e-02, eta: 2 days, 13:56:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3931, top5_acc: 0.6500, loss_cls: 6.8858, loss: 6.8858 2025-08-09 07:36:08,311 - pyskl - INFO - Epoch [99][500/7492] lr: 1.339e-02, eta: 2 days, 13:55:29, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3694, top5_acc: 0.6316, loss_cls: 6.9557, loss: 6.9557 2025-08-09 07:37:06,537 - pyskl - INFO - Epoch [99][600/7492] lr: 1.338e-02, eta: 2 days, 13:54:32, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6319, loss_cls: 6.9970, loss: 6.9970 2025-08-09 07:38:03,467 - pyskl - INFO - Epoch [99][700/7492] lr: 1.337e-02, eta: 2 days, 13:53:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6200, loss_cls: 7.0260, loss: 7.0260 2025-08-09 07:39:00,759 - pyskl - INFO - Epoch [99][800/7492] lr: 1.337e-02, eta: 2 days, 13:52:37, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3603, top5_acc: 0.6303, loss_cls: 7.0285, loss: 7.0285 2025-08-09 07:39:57,926 - pyskl - INFO - Epoch [99][900/7492] lr: 1.336e-02, eta: 2 days, 13:51:40, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3641, top5_acc: 0.6325, loss_cls: 6.9665, loss: 6.9665 2025-08-09 07:40:54,835 - pyskl - INFO - Epoch [99][1000/7492] lr: 1.336e-02, eta: 2 days, 13:50:42, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3697, top5_acc: 0.6291, loss_cls: 6.9659, loss: 6.9659 2025-08-09 07:41:52,681 - pyskl - INFO - Epoch [99][1100/7492] lr: 1.335e-02, eta: 2 days, 13:49:45, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3759, top5_acc: 0.6331, loss_cls: 6.9762, loss: 6.9762 2025-08-09 07:42:50,070 - pyskl - INFO - Epoch [99][1200/7492] lr: 1.334e-02, eta: 2 days, 13:48:48, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6369, loss_cls: 6.9830, loss: 6.9830 2025-08-09 07:43:46,509 - pyskl - INFO - Epoch [99][1300/7492] lr: 1.334e-02, eta: 2 days, 13:47:50, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6294, loss_cls: 7.0324, loss: 7.0324 2025-08-09 07:44:43,354 - pyskl - INFO - Epoch [99][1400/7492] lr: 1.333e-02, eta: 2 days, 13:46:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6284, loss_cls: 6.9941, loss: 6.9941 2025-08-09 07:45:40,349 - pyskl - INFO - Epoch [99][1500/7492] lr: 1.332e-02, eta: 2 days, 13:45:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3697, top5_acc: 0.6272, loss_cls: 7.0862, loss: 7.0862 2025-08-09 07:46:37,371 - pyskl - INFO - Epoch [99][1600/7492] lr: 1.332e-02, eta: 2 days, 13:44:58, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6403, loss_cls: 6.9206, loss: 6.9206 2025-08-09 07:47:34,476 - pyskl - INFO - Epoch [99][1700/7492] lr: 1.331e-02, eta: 2 days, 13:44:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6147, loss_cls: 7.0349, loss: 7.0349 2025-08-09 07:48:31,383 - pyskl - INFO - Epoch [99][1800/7492] lr: 1.331e-02, eta: 2 days, 13:43:03, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3900, top5_acc: 0.6491, loss_cls: 6.9068, loss: 6.9068 2025-08-09 07:49:30,071 - pyskl - INFO - Epoch [99][1900/7492] lr: 1.330e-02, eta: 2 days, 13:42:06, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 7.0914, loss: 7.0914 2025-08-09 07:50:27,205 - pyskl - INFO - Epoch [99][2000/7492] lr: 1.329e-02, eta: 2 days, 13:41:09, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6341, loss_cls: 6.9749, loss: 6.9749 2025-08-09 07:51:24,139 - pyskl - INFO - Epoch [99][2100/7492] lr: 1.329e-02, eta: 2 days, 13:40:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3750, top5_acc: 0.6294, loss_cls: 6.9568, loss: 6.9568 2025-08-09 07:52:22,690 - pyskl - INFO - Epoch [99][2200/7492] lr: 1.328e-02, eta: 2 days, 13:39:15, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3666, top5_acc: 0.6219, loss_cls: 7.1028, loss: 7.1028 2025-08-09 07:53:19,852 - pyskl - INFO - Epoch [99][2300/7492] lr: 1.328e-02, eta: 2 days, 13:38:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3819, top5_acc: 0.6434, loss_cls: 6.8682, loss: 6.8682 2025-08-09 07:54:17,031 - pyskl - INFO - Epoch [99][2400/7492] lr: 1.327e-02, eta: 2 days, 13:37:20, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6312, loss_cls: 6.9951, loss: 6.9951 2025-08-09 07:55:13,556 - pyskl - INFO - Epoch [99][2500/7492] lr: 1.326e-02, eta: 2 days, 13:36:22, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6212, loss_cls: 7.1163, loss: 7.1163 2025-08-09 07:56:10,199 - pyskl - INFO - Epoch [99][2600/7492] lr: 1.326e-02, eta: 2 days, 13:35:25, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3872, top5_acc: 0.6284, loss_cls: 7.0168, loss: 7.0168 2025-08-09 07:57:06,937 - pyskl - INFO - Epoch [99][2700/7492] lr: 1.325e-02, eta: 2 days, 13:34:27, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3759, top5_acc: 0.6322, loss_cls: 7.0496, loss: 7.0496 2025-08-09 07:58:04,938 - pyskl - INFO - Epoch [99][2800/7492] lr: 1.324e-02, eta: 2 days, 13:33:30, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3553, top5_acc: 0.6350, loss_cls: 7.0875, loss: 7.0875 2025-08-09 07:59:01,403 - pyskl - INFO - Epoch [99][2900/7492] lr: 1.324e-02, eta: 2 days, 13:32:33, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6284, loss_cls: 6.9538, loss: 6.9538 2025-08-09 07:59:59,487 - pyskl - INFO - Epoch [99][3000/7492] lr: 1.323e-02, eta: 2 days, 13:31:36, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3681, top5_acc: 0.6394, loss_cls: 6.9967, loss: 6.9967 2025-08-09 08:00:56,440 - pyskl - INFO - Epoch [99][3100/7492] lr: 1.323e-02, eta: 2 days, 13:30:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6262, loss_cls: 7.0020, loss: 7.0020 2025-08-09 08:01:52,996 - pyskl - INFO - Epoch [99][3200/7492] lr: 1.322e-02, eta: 2 days, 13:29:40, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3747, top5_acc: 0.6288, loss_cls: 7.0786, loss: 7.0786 2025-08-09 08:02:50,028 - pyskl - INFO - Epoch [99][3300/7492] lr: 1.321e-02, eta: 2 days, 13:28:43, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3694, top5_acc: 0.6212, loss_cls: 7.0036, loss: 7.0036 2025-08-09 08:03:47,529 - pyskl - INFO - Epoch [99][3400/7492] lr: 1.321e-02, eta: 2 days, 13:27:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6303, loss_cls: 6.9731, loss: 6.9731 2025-08-09 08:04:44,956 - pyskl - INFO - Epoch [99][3500/7492] lr: 1.320e-02, eta: 2 days, 13:26:49, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3753, top5_acc: 0.6416, loss_cls: 6.9537, loss: 6.9537 2025-08-09 08:05:43,106 - pyskl - INFO - Epoch [99][3600/7492] lr: 1.320e-02, eta: 2 days, 13:25:52, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6288, loss_cls: 7.0899, loss: 7.0899 2025-08-09 08:06:40,327 - pyskl - INFO - Epoch [99][3700/7492] lr: 1.319e-02, eta: 2 days, 13:24:54, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3759, top5_acc: 0.6272, loss_cls: 7.0716, loss: 7.0716 2025-08-09 08:07:37,687 - pyskl - INFO - Epoch [99][3800/7492] lr: 1.318e-02, eta: 2 days, 13:23:57, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6434, loss_cls: 6.9067, loss: 6.9067 2025-08-09 08:08:34,044 - pyskl - INFO - Epoch [99][3900/7492] lr: 1.318e-02, eta: 2 days, 13:22:59, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3741, top5_acc: 0.6334, loss_cls: 7.0503, loss: 7.0503 2025-08-09 08:09:31,227 - pyskl - INFO - Epoch [99][4000/7492] lr: 1.317e-02, eta: 2 days, 13:22:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3675, top5_acc: 0.6347, loss_cls: 7.0680, loss: 7.0680 2025-08-09 08:10:28,435 - pyskl - INFO - Epoch [99][4100/7492] lr: 1.316e-02, eta: 2 days, 13:21:05, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3544, top5_acc: 0.6109, loss_cls: 7.1121, loss: 7.1121 2025-08-09 08:11:25,394 - pyskl - INFO - Epoch [99][4200/7492] lr: 1.316e-02, eta: 2 days, 13:20:07, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3569, top5_acc: 0.6119, loss_cls: 7.0902, loss: 7.0902 2025-08-09 08:12:22,527 - pyskl - INFO - Epoch [99][4300/7492] lr: 1.315e-02, eta: 2 days, 13:19:10, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3647, top5_acc: 0.6259, loss_cls: 7.0480, loss: 7.0480 2025-08-09 08:13:19,805 - pyskl - INFO - Epoch [99][4400/7492] lr: 1.315e-02, eta: 2 days, 13:18:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3631, top5_acc: 0.6281, loss_cls: 7.0541, loss: 7.0541 2025-08-09 08:14:17,640 - pyskl - INFO - Epoch [99][4500/7492] lr: 1.314e-02, eta: 2 days, 13:17:16, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6466, loss_cls: 6.8460, loss: 6.8460 2025-08-09 08:15:15,014 - pyskl - INFO - Epoch [99][4600/7492] lr: 1.313e-02, eta: 2 days, 13:16:18, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3678, top5_acc: 0.6253, loss_cls: 6.9749, loss: 6.9749 2025-08-09 08:16:12,947 - pyskl - INFO - Epoch [99][4700/7492] lr: 1.313e-02, eta: 2 days, 13:15:21, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3500, top5_acc: 0.6100, loss_cls: 7.1602, loss: 7.1602 2025-08-09 08:17:10,948 - pyskl - INFO - Epoch [99][4800/7492] lr: 1.312e-02, eta: 2 days, 13:14:24, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6303, loss_cls: 7.0346, loss: 7.0346 2025-08-09 08:18:09,644 - pyskl - INFO - Epoch [99][4900/7492] lr: 1.312e-02, eta: 2 days, 13:13:28, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3566, top5_acc: 0.6134, loss_cls: 7.1167, loss: 7.1167 2025-08-09 08:19:08,461 - pyskl - INFO - Epoch [99][5000/7492] lr: 1.311e-02, eta: 2 days, 13:12:31, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3688, top5_acc: 0.6241, loss_cls: 7.0864, loss: 7.0864 2025-08-09 08:20:07,236 - pyskl - INFO - Epoch [99][5100/7492] lr: 1.310e-02, eta: 2 days, 13:11:35, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3741, top5_acc: 0.6344, loss_cls: 6.9943, loss: 6.9943 2025-08-09 08:21:05,916 - pyskl - INFO - Epoch [99][5200/7492] lr: 1.310e-02, eta: 2 days, 13:10:38, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3756, top5_acc: 0.6281, loss_cls: 7.0207, loss: 7.0207 2025-08-09 08:22:04,561 - pyskl - INFO - Epoch [99][5300/7492] lr: 1.309e-02, eta: 2 days, 13:09:42, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3675, top5_acc: 0.6294, loss_cls: 7.0141, loss: 7.0141 2025-08-09 08:23:03,533 - pyskl - INFO - Epoch [99][5400/7492] lr: 1.308e-02, eta: 2 days, 13:08:45, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3688, top5_acc: 0.6394, loss_cls: 6.9748, loss: 6.9748 2025-08-09 08:24:02,211 - pyskl - INFO - Epoch [99][5500/7492] lr: 1.308e-02, eta: 2 days, 13:07:49, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6359, loss_cls: 7.0489, loss: 7.0489 2025-08-09 08:25:00,092 - pyskl - INFO - Epoch [99][5600/7492] lr: 1.307e-02, eta: 2 days, 13:06:52, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3641, top5_acc: 0.6131, loss_cls: 7.0942, loss: 7.0942 2025-08-09 08:25:57,236 - pyskl - INFO - Epoch [99][5700/7492] lr: 1.307e-02, eta: 2 days, 13:05:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3738, top5_acc: 0.6203, loss_cls: 6.9834, loss: 6.9834 2025-08-09 08:26:54,180 - pyskl - INFO - Epoch [99][5800/7492] lr: 1.306e-02, eta: 2 days, 13:04:57, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3684, top5_acc: 0.6262, loss_cls: 7.0567, loss: 7.0567 2025-08-09 08:27:51,094 - pyskl - INFO - Epoch [99][5900/7492] lr: 1.305e-02, eta: 2 days, 13:03:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6216, loss_cls: 7.1474, loss: 7.1474 2025-08-09 08:28:48,796 - pyskl - INFO - Epoch [99][6000/7492] lr: 1.305e-02, eta: 2 days, 13:03:02, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3656, top5_acc: 0.6288, loss_cls: 7.0259, loss: 7.0259 2025-08-09 08:29:47,298 - pyskl - INFO - Epoch [99][6100/7492] lr: 1.304e-02, eta: 2 days, 13:02:05, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3909, top5_acc: 0.6403, loss_cls: 6.8812, loss: 6.8812 2025-08-09 08:30:44,681 - pyskl - INFO - Epoch [99][6200/7492] lr: 1.304e-02, eta: 2 days, 13:01:08, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3744, top5_acc: 0.6319, loss_cls: 7.0412, loss: 7.0412 2025-08-09 08:31:41,151 - pyskl - INFO - Epoch [99][6300/7492] lr: 1.303e-02, eta: 2 days, 13:00:11, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3597, top5_acc: 0.6109, loss_cls: 7.1317, loss: 7.1317 2025-08-09 08:32:39,251 - pyskl - INFO - Epoch [99][6400/7492] lr: 1.302e-02, eta: 2 days, 12:59:14, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6281, loss_cls: 6.9723, loss: 6.9723 2025-08-09 08:33:38,197 - pyskl - INFO - Epoch [99][6500/7492] lr: 1.302e-02, eta: 2 days, 12:58:17, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3506, top5_acc: 0.6184, loss_cls: 7.1413, loss: 7.1413 2025-08-09 08:34:36,380 - pyskl - INFO - Epoch [99][6600/7492] lr: 1.301e-02, eta: 2 days, 12:57:20, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3659, top5_acc: 0.6241, loss_cls: 7.0628, loss: 7.0628 2025-08-09 08:35:34,915 - pyskl - INFO - Epoch [99][6700/7492] lr: 1.300e-02, eta: 2 days, 12:56:24, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3734, top5_acc: 0.6294, loss_cls: 6.9706, loss: 6.9706 2025-08-09 08:36:32,586 - pyskl - INFO - Epoch [99][6800/7492] lr: 1.300e-02, eta: 2 days, 12:55:27, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6462, loss_cls: 6.8780, loss: 6.8780 2025-08-09 08:37:29,541 - pyskl - INFO - Epoch [99][6900/7492] lr: 1.299e-02, eta: 2 days, 12:54:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3762, top5_acc: 0.6412, loss_cls: 7.0041, loss: 7.0041 2025-08-09 08:38:26,817 - pyskl - INFO - Epoch [99][7000/7492] lr: 1.299e-02, eta: 2 days, 12:53:32, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3600, top5_acc: 0.6209, loss_cls: 7.1119, loss: 7.1119 2025-08-09 08:39:23,727 - pyskl - INFO - Epoch [99][7100/7492] lr: 1.298e-02, eta: 2 days, 12:52:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3625, top5_acc: 0.6216, loss_cls: 7.0748, loss: 7.0748 2025-08-09 08:40:20,336 - pyskl - INFO - Epoch [99][7200/7492] lr: 1.297e-02, eta: 2 days, 12:51:37, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3619, top5_acc: 0.6138, loss_cls: 7.1057, loss: 7.1057 2025-08-09 08:41:18,262 - pyskl - INFO - Epoch [99][7300/7492] lr: 1.297e-02, eta: 2 days, 12:50:40, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6222, loss_cls: 7.0491, loss: 7.0491 2025-08-09 08:42:15,775 - pyskl - INFO - Epoch [99][7400/7492] lr: 1.296e-02, eta: 2 days, 12:49:42, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3534, top5_acc: 0.6206, loss_cls: 7.1921, loss: 7.1921 2025-08-09 08:43:09,707 - pyskl - INFO - Saving checkpoint at 99 epochs 2025-08-09 08:43:59,149 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 08:43:59,822 - pyskl - INFO - top1_acc 0.3209 top5_acc 0.5810 2025-08-09 08:43:59,822 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 08:43:59,865 - pyskl - INFO - mean_acc 0.3206 2025-08-09 08:43:59,878 - pyskl - INFO - Epoch(val) [99][617] top1_acc: 0.3209, top5_acc: 0.5810, mean_class_accuracy: 0.3206 2025-08-09 08:45:30,934 - pyskl - INFO - Epoch [100][100/7492] lr: 1.295e-02, eta: 2 days, 12:47:43, time: 0.910, data_time: 0.330, memory: 11068, top1_acc: 0.3756, top5_acc: 0.6331, loss_cls: 6.9286, loss: 6.9286 2025-08-09 08:46:28,922 - pyskl - INFO - Epoch [100][200/7492] lr: 1.294e-02, eta: 2 days, 12:46:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3862, top5_acc: 0.6362, loss_cls: 7.0073, loss: 7.0073 2025-08-09 08:47:26,114 - pyskl - INFO - Epoch [100][300/7492] lr: 1.294e-02, eta: 2 days, 12:45:48, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3778, top5_acc: 0.6281, loss_cls: 6.9203, loss: 6.9203 2025-08-09 08:48:23,141 - pyskl - INFO - Epoch [100][400/7492] lr: 1.293e-02, eta: 2 days, 12:44:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3672, top5_acc: 0.6428, loss_cls: 6.9581, loss: 6.9581 2025-08-09 08:49:19,981 - pyskl - INFO - Epoch [100][500/7492] lr: 1.293e-02, eta: 2 days, 12:43:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6462, loss_cls: 6.9405, loss: 6.9405 2025-08-09 08:50:16,746 - pyskl - INFO - Epoch [100][600/7492] lr: 1.292e-02, eta: 2 days, 12:42:56, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3759, top5_acc: 0.6475, loss_cls: 6.9352, loss: 6.9352 2025-08-09 08:51:14,249 - pyskl - INFO - Epoch [100][700/7492] lr: 1.291e-02, eta: 2 days, 12:41:59, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6366, loss_cls: 6.9922, loss: 6.9922 2025-08-09 08:52:12,897 - pyskl - INFO - Epoch [100][800/7492] lr: 1.291e-02, eta: 2 days, 12:41:02, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3703, top5_acc: 0.6534, loss_cls: 6.9280, loss: 6.9280 2025-08-09 08:53:11,524 - pyskl - INFO - Epoch [100][900/7492] lr: 1.290e-02, eta: 2 days, 12:40:05, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6466, loss_cls: 6.8835, loss: 6.8835 2025-08-09 08:54:10,193 - pyskl - INFO - Epoch [100][1000/7492] lr: 1.290e-02, eta: 2 days, 12:39:09, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3684, top5_acc: 0.6216, loss_cls: 7.0945, loss: 7.0945 2025-08-09 08:55:08,683 - pyskl - INFO - Epoch [100][1100/7492] lr: 1.289e-02, eta: 2 days, 12:38:12, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3734, top5_acc: 0.6294, loss_cls: 6.9989, loss: 6.9989 2025-08-09 08:56:05,287 - pyskl - INFO - Epoch [100][1200/7492] lr: 1.288e-02, eta: 2 days, 12:37:15, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6350, loss_cls: 6.9983, loss: 6.9983 2025-08-09 08:57:01,851 - pyskl - INFO - Epoch [100][1300/7492] lr: 1.288e-02, eta: 2 days, 12:36:17, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6347, loss_cls: 6.9469, loss: 6.9469 2025-08-09 08:57:58,858 - pyskl - INFO - Epoch [100][1400/7492] lr: 1.287e-02, eta: 2 days, 12:35:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3706, top5_acc: 0.6294, loss_cls: 6.9464, loss: 6.9464 2025-08-09 08:58:57,485 - pyskl - INFO - Epoch [100][1500/7492] lr: 1.286e-02, eta: 2 days, 12:34:23, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3728, top5_acc: 0.6350, loss_cls: 6.9928, loss: 6.9928 2025-08-09 08:59:54,358 - pyskl - INFO - Epoch [100][1600/7492] lr: 1.286e-02, eta: 2 days, 12:33:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6447, loss_cls: 6.9337, loss: 6.9337 2025-08-09 09:00:53,025 - pyskl - INFO - Epoch [100][1700/7492] lr: 1.285e-02, eta: 2 days, 12:32:29, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3647, top5_acc: 0.6356, loss_cls: 7.0257, loss: 7.0257 2025-08-09 09:01:51,201 - pyskl - INFO - Epoch [100][1800/7492] lr: 1.285e-02, eta: 2 days, 12:31:32, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3675, top5_acc: 0.6284, loss_cls: 6.9993, loss: 6.9993 2025-08-09 09:02:49,135 - pyskl - INFO - Epoch [100][1900/7492] lr: 1.284e-02, eta: 2 days, 12:30:35, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3728, top5_acc: 0.6256, loss_cls: 6.9812, loss: 6.9812 2025-08-09 09:03:46,567 - pyskl - INFO - Epoch [100][2000/7492] lr: 1.283e-02, eta: 2 days, 12:29:38, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3756, top5_acc: 0.6253, loss_cls: 7.0251, loss: 7.0251 2025-08-09 09:04:43,679 - pyskl - INFO - Epoch [100][2100/7492] lr: 1.283e-02, eta: 2 days, 12:28:40, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3728, top5_acc: 0.6359, loss_cls: 6.9760, loss: 6.9760 2025-08-09 09:05:40,348 - pyskl - INFO - Epoch [100][2200/7492] lr: 1.282e-02, eta: 2 days, 12:27:43, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3881, top5_acc: 0.6347, loss_cls: 6.8568, loss: 6.8568 2025-08-09 09:06:38,395 - pyskl - INFO - Epoch [100][2300/7492] lr: 1.282e-02, eta: 2 days, 12:26:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6294, loss_cls: 7.0062, loss: 7.0062 2025-08-09 09:07:36,523 - pyskl - INFO - Epoch [100][2400/7492] lr: 1.281e-02, eta: 2 days, 12:25:49, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3734, top5_acc: 0.6206, loss_cls: 6.9822, loss: 6.9822 2025-08-09 09:08:33,680 - pyskl - INFO - Epoch [100][2500/7492] lr: 1.280e-02, eta: 2 days, 12:24:52, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3762, top5_acc: 0.6441, loss_cls: 6.8792, loss: 6.8792 2025-08-09 09:09:30,818 - pyskl - INFO - Epoch [100][2600/7492] lr: 1.280e-02, eta: 2 days, 12:23:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6284, loss_cls: 7.0344, loss: 7.0344 2025-08-09 09:10:27,421 - pyskl - INFO - Epoch [100][2700/7492] lr: 1.279e-02, eta: 2 days, 12:22:56, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3750, top5_acc: 0.6306, loss_cls: 7.0190, loss: 7.0190 2025-08-09 09:11:24,102 - pyskl - INFO - Epoch [100][2800/7492] lr: 1.279e-02, eta: 2 days, 12:21:59, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6091, loss_cls: 7.1970, loss: 7.1970 2025-08-09 09:12:20,594 - pyskl - INFO - Epoch [100][2900/7492] lr: 1.278e-02, eta: 2 days, 12:21:01, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3741, top5_acc: 0.6238, loss_cls: 7.0052, loss: 7.0052 2025-08-09 09:13:17,136 - pyskl - INFO - Epoch [100][3000/7492] lr: 1.277e-02, eta: 2 days, 12:20:03, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6356, loss_cls: 6.9648, loss: 6.9648 2025-08-09 09:14:13,849 - pyskl - INFO - Epoch [100][3100/7492] lr: 1.277e-02, eta: 2 days, 12:19:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3784, top5_acc: 0.6319, loss_cls: 6.9608, loss: 6.9608 2025-08-09 09:15:10,996 - pyskl - INFO - Epoch [100][3200/7492] lr: 1.276e-02, eta: 2 days, 12:18:09, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6394, loss_cls: 6.9556, loss: 6.9556 2025-08-09 09:16:08,454 - pyskl - INFO - Epoch [100][3300/7492] lr: 1.275e-02, eta: 2 days, 12:17:11, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3466, top5_acc: 0.6234, loss_cls: 6.9969, loss: 6.9969 2025-08-09 09:17:06,655 - pyskl - INFO - Epoch [100][3400/7492] lr: 1.275e-02, eta: 2 days, 12:16:14, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6281, loss_cls: 7.0072, loss: 7.0072 2025-08-09 09:18:04,793 - pyskl - INFO - Epoch [100][3500/7492] lr: 1.274e-02, eta: 2 days, 12:15:18, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6272, loss_cls: 6.9990, loss: 6.9990 2025-08-09 09:19:02,856 - pyskl - INFO - Epoch [100][3600/7492] lr: 1.274e-02, eta: 2 days, 12:14:21, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3628, top5_acc: 0.6222, loss_cls: 7.0645, loss: 7.0645 2025-08-09 09:19:59,903 - pyskl - INFO - Epoch [100][3700/7492] lr: 1.273e-02, eta: 2 days, 12:13:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3759, top5_acc: 0.6400, loss_cls: 6.9693, loss: 6.9693 2025-08-09 09:20:57,893 - pyskl - INFO - Epoch [100][3800/7492] lr: 1.272e-02, eta: 2 days, 12:12:26, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6400, loss_cls: 6.9735, loss: 6.9735 2025-08-09 09:21:54,849 - pyskl - INFO - Epoch [100][3900/7492] lr: 1.272e-02, eta: 2 days, 12:11:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3762, top5_acc: 0.6306, loss_cls: 6.9935, loss: 6.9935 2025-08-09 09:22:52,254 - pyskl - INFO - Epoch [100][4000/7492] lr: 1.271e-02, eta: 2 days, 12:10:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3678, top5_acc: 0.6188, loss_cls: 7.1502, loss: 7.1502 2025-08-09 09:23:49,498 - pyskl - INFO - Epoch [100][4100/7492] lr: 1.271e-02, eta: 2 days, 12:09:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6300, loss_cls: 7.0178, loss: 7.0178 2025-08-09 09:24:46,518 - pyskl - INFO - Epoch [100][4200/7492] lr: 1.270e-02, eta: 2 days, 12:08:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3722, top5_acc: 0.6297, loss_cls: 7.0361, loss: 7.0361 2025-08-09 09:25:43,653 - pyskl - INFO - Epoch [100][4300/7492] lr: 1.269e-02, eta: 2 days, 12:07:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3856, top5_acc: 0.6434, loss_cls: 6.9864, loss: 6.9864 2025-08-09 09:26:40,215 - pyskl - INFO - Epoch [100][4400/7492] lr: 1.269e-02, eta: 2 days, 12:06:42, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3744, top5_acc: 0.6281, loss_cls: 7.0061, loss: 7.0061 2025-08-09 09:27:37,223 - pyskl - INFO - Epoch [100][4500/7492] lr: 1.268e-02, eta: 2 days, 12:05:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6297, loss_cls: 7.0078, loss: 7.0078 2025-08-09 09:28:34,327 - pyskl - INFO - Epoch [100][4600/7492] lr: 1.268e-02, eta: 2 days, 12:04:47, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3722, top5_acc: 0.6231, loss_cls: 6.9556, loss: 6.9556 2025-08-09 09:29:31,179 - pyskl - INFO - Epoch [100][4700/7492] lr: 1.267e-02, eta: 2 days, 12:03:49, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6488, loss_cls: 6.8368, loss: 6.8368 2025-08-09 09:30:28,486 - pyskl - INFO - Epoch [100][4800/7492] lr: 1.266e-02, eta: 2 days, 12:02:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6262, loss_cls: 7.0191, loss: 7.0191 2025-08-09 09:31:25,355 - pyskl - INFO - Epoch [100][4900/7492] lr: 1.266e-02, eta: 2 days, 12:01:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6300, loss_cls: 6.9835, loss: 6.9835 2025-08-09 09:32:22,318 - pyskl - INFO - Epoch [100][5000/7492] lr: 1.265e-02, eta: 2 days, 12:00:57, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3600, top5_acc: 0.6281, loss_cls: 7.0469, loss: 7.0469 2025-08-09 09:33:19,972 - pyskl - INFO - Epoch [100][5100/7492] lr: 1.265e-02, eta: 2 days, 12:00:00, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6431, loss_cls: 6.9509, loss: 6.9509 2025-08-09 09:34:16,787 - pyskl - INFO - Epoch [100][5200/7492] lr: 1.264e-02, eta: 2 days, 11:59:03, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3656, top5_acc: 0.6181, loss_cls: 6.9363, loss: 6.9363 2025-08-09 09:35:13,481 - pyskl - INFO - Epoch [100][5300/7492] lr: 1.263e-02, eta: 2 days, 11:58:05, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6344, loss_cls: 6.9972, loss: 6.9972 2025-08-09 09:36:10,670 - pyskl - INFO - Epoch [100][5400/7492] lr: 1.263e-02, eta: 2 days, 11:57:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6353, loss_cls: 6.9715, loss: 6.9715 2025-08-09 09:37:07,642 - pyskl - INFO - Epoch [100][5500/7492] lr: 1.262e-02, eta: 2 days, 11:56:10, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3656, top5_acc: 0.6381, loss_cls: 7.0053, loss: 7.0053 2025-08-09 09:38:05,248 - pyskl - INFO - Epoch [100][5600/7492] lr: 1.261e-02, eta: 2 days, 11:55:13, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3550, top5_acc: 0.6188, loss_cls: 7.0690, loss: 7.0690 2025-08-09 09:39:02,162 - pyskl - INFO - Epoch [100][5700/7492] lr: 1.261e-02, eta: 2 days, 11:54:16, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3672, top5_acc: 0.6306, loss_cls: 7.0245, loss: 7.0245 2025-08-09 09:39:58,912 - pyskl - INFO - Epoch [100][5800/7492] lr: 1.260e-02, eta: 2 days, 11:53:18, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3738, top5_acc: 0.6353, loss_cls: 6.9628, loss: 6.9628 2025-08-09 09:40:55,679 - pyskl - INFO - Epoch [100][5900/7492] lr: 1.260e-02, eta: 2 days, 11:52:20, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3647, top5_acc: 0.6181, loss_cls: 7.1279, loss: 7.1279 2025-08-09 09:41:52,576 - pyskl - INFO - Epoch [100][6000/7492] lr: 1.259e-02, eta: 2 days, 11:51:23, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3544, top5_acc: 0.6262, loss_cls: 7.1040, loss: 7.1040 2025-08-09 09:42:49,630 - pyskl - INFO - Epoch [100][6100/7492] lr: 1.258e-02, eta: 2 days, 11:50:25, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3684, top5_acc: 0.6406, loss_cls: 6.9778, loss: 6.9778 2025-08-09 09:43:48,180 - pyskl - INFO - Epoch [100][6200/7492] lr: 1.258e-02, eta: 2 days, 11:49:29, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6312, loss_cls: 7.0439, loss: 7.0439 2025-08-09 09:44:44,707 - pyskl - INFO - Epoch [100][6300/7492] lr: 1.257e-02, eta: 2 days, 11:48:31, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3812, top5_acc: 0.6284, loss_cls: 7.0149, loss: 7.0149 2025-08-09 09:45:41,972 - pyskl - INFO - Epoch [100][6400/7492] lr: 1.257e-02, eta: 2 days, 11:47:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3778, top5_acc: 0.6359, loss_cls: 7.0000, loss: 7.0000 2025-08-09 09:46:38,708 - pyskl - INFO - Epoch [100][6500/7492] lr: 1.256e-02, eta: 2 days, 11:46:36, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6188, loss_cls: 7.1206, loss: 7.1206 2025-08-09 09:47:36,632 - pyskl - INFO - Epoch [100][6600/7492] lr: 1.255e-02, eta: 2 days, 11:45:39, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6466, loss_cls: 6.8438, loss: 6.8438 2025-08-09 09:48:33,332 - pyskl - INFO - Epoch [100][6700/7492] lr: 1.255e-02, eta: 2 days, 11:44:42, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3606, top5_acc: 0.6256, loss_cls: 6.9805, loss: 6.9805 2025-08-09 09:49:29,733 - pyskl - INFO - Epoch [100][6800/7492] lr: 1.254e-02, eta: 2 days, 11:43:44, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6341, loss_cls: 7.0420, loss: 7.0420 2025-08-09 09:50:25,904 - pyskl - INFO - Epoch [100][6900/7492] lr: 1.254e-02, eta: 2 days, 11:42:46, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6316, loss_cls: 6.9187, loss: 6.9187 2025-08-09 09:51:22,884 - pyskl - INFO - Epoch [100][7000/7492] lr: 1.253e-02, eta: 2 days, 11:41:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6181, loss_cls: 7.0647, loss: 7.0647 2025-08-09 09:52:21,866 - pyskl - INFO - Epoch [100][7100/7492] lr: 1.252e-02, eta: 2 days, 11:40:52, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 6.9925, loss: 6.9925 2025-08-09 09:53:19,458 - pyskl - INFO - Epoch [100][7200/7492] lr: 1.252e-02, eta: 2 days, 11:39:55, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6244, loss_cls: 7.0036, loss: 7.0036 2025-08-09 09:54:17,318 - pyskl - INFO - Epoch [100][7300/7492] lr: 1.251e-02, eta: 2 days, 11:38:58, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3703, top5_acc: 0.6188, loss_cls: 7.0600, loss: 7.0600 2025-08-09 09:55:14,926 - pyskl - INFO - Epoch [100][7400/7492] lr: 1.251e-02, eta: 2 days, 11:38:01, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6112, loss_cls: 7.1107, loss: 7.1107 2025-08-09 09:56:09,932 - pyskl - INFO - Saving checkpoint at 100 epochs 2025-08-09 10:23:37,026 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 10:23:37,692 - pyskl - INFO - top1_acc 0.3397 top5_acc 0.5828 2025-08-09 10:23:37,693 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 10:23:37,736 - pyskl - INFO - mean_acc 0.3393 2025-08-09 10:23:37,800 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_98.pth was removed 2025-08-09 10:23:39,347 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_100.pth. 2025-08-09 10:23:39,348 - pyskl - INFO - Best top1_acc is 0.3397 at 100 epoch. 2025-08-09 10:23:39,367 - pyskl - INFO - Epoch(val) [100][617] top1_acc: 0.3397, top5_acc: 0.5828, mean_class_accuracy: 0.3393 2025-08-09 10:25:12,614 - pyskl - INFO - Epoch [101][100/7492] lr: 1.249e-02, eta: 2 days, 11:36:02, time: 0.932, data_time: 0.343, memory: 11068, top1_acc: 0.3778, top5_acc: 0.6400, loss_cls: 6.9080, loss: 6.9080 2025-08-09 10:26:10,636 - pyskl - INFO - Epoch [101][200/7492] lr: 1.249e-02, eta: 2 days, 11:35:06, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3831, top5_acc: 0.6475, loss_cls: 6.8628, loss: 6.8628 2025-08-09 10:27:08,292 - pyskl - INFO - Epoch [101][300/7492] lr: 1.248e-02, eta: 2 days, 11:34:08, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6238, loss_cls: 7.0029, loss: 7.0029 2025-08-09 10:28:06,180 - pyskl - INFO - Epoch [101][400/7492] lr: 1.248e-02, eta: 2 days, 11:33:11, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3956, top5_acc: 0.6512, loss_cls: 6.8345, loss: 6.8345 2025-08-09 10:29:02,988 - pyskl - INFO - Epoch [101][500/7492] lr: 1.247e-02, eta: 2 days, 11:32:14, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3950, top5_acc: 0.6547, loss_cls: 6.7503, loss: 6.7503 2025-08-09 10:30:00,161 - pyskl - INFO - Epoch [101][600/7492] lr: 1.246e-02, eta: 2 days, 11:31:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3900, top5_acc: 0.6441, loss_cls: 6.8689, loss: 6.8689 2025-08-09 10:30:57,653 - pyskl - INFO - Epoch [101][700/7492] lr: 1.246e-02, eta: 2 days, 11:30:19, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6309, loss_cls: 6.9099, loss: 6.9099 2025-08-09 10:31:55,210 - pyskl - INFO - Epoch [101][800/7492] lr: 1.245e-02, eta: 2 days, 11:29:22, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3928, top5_acc: 0.6594, loss_cls: 6.8274, loss: 6.8274 2025-08-09 10:32:51,714 - pyskl - INFO - Epoch [101][900/7492] lr: 1.245e-02, eta: 2 days, 11:28:24, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3856, top5_acc: 0.6422, loss_cls: 6.9467, loss: 6.9467 2025-08-09 10:33:49,763 - pyskl - INFO - Epoch [101][1000/7492] lr: 1.244e-02, eta: 2 days, 11:27:28, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3613, top5_acc: 0.6228, loss_cls: 7.1374, loss: 7.1374 2025-08-09 10:34:46,695 - pyskl - INFO - Epoch [101][1100/7492] lr: 1.243e-02, eta: 2 days, 11:26:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6316, loss_cls: 6.9806, loss: 6.9806 2025-08-09 10:35:45,189 - pyskl - INFO - Epoch [101][1200/7492] lr: 1.243e-02, eta: 2 days, 11:25:33, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3741, top5_acc: 0.6350, loss_cls: 6.9572, loss: 6.9572 2025-08-09 10:36:43,483 - pyskl - INFO - Epoch [101][1300/7492] lr: 1.242e-02, eta: 2 days, 11:24:37, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3725, top5_acc: 0.6412, loss_cls: 6.9712, loss: 6.9712 2025-08-09 10:37:41,755 - pyskl - INFO - Epoch [101][1400/7492] lr: 1.242e-02, eta: 2 days, 11:23:40, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3666, top5_acc: 0.6253, loss_cls: 7.0585, loss: 7.0585 2025-08-09 10:38:40,424 - pyskl - INFO - Epoch [101][1500/7492] lr: 1.241e-02, eta: 2 days, 11:22:43, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6372, loss_cls: 6.9503, loss: 6.9503 2025-08-09 10:39:36,790 - pyskl - INFO - Epoch [101][1600/7492] lr: 1.240e-02, eta: 2 days, 11:21:45, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3659, top5_acc: 0.6269, loss_cls: 7.1241, loss: 7.1241 2025-08-09 10:40:33,916 - pyskl - INFO - Epoch [101][1700/7492] lr: 1.240e-02, eta: 2 days, 11:20:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3891, top5_acc: 0.6431, loss_cls: 6.8728, loss: 6.8728 2025-08-09 10:41:32,218 - pyskl - INFO - Epoch [101][1800/7492] lr: 1.239e-02, eta: 2 days, 11:19:51, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6388, loss_cls: 6.9194, loss: 6.9194 2025-08-09 10:42:29,567 - pyskl - INFO - Epoch [101][1900/7492] lr: 1.239e-02, eta: 2 days, 11:18:54, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6312, loss_cls: 6.9214, loss: 6.9214 2025-08-09 10:43:25,559 - pyskl - INFO - Epoch [101][2000/7492] lr: 1.238e-02, eta: 2 days, 11:17:56, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6388, loss_cls: 7.0147, loss: 7.0147 2025-08-09 10:44:22,580 - pyskl - INFO - Epoch [101][2100/7492] lr: 1.237e-02, eta: 2 days, 11:16:59, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3784, top5_acc: 0.6219, loss_cls: 7.0267, loss: 7.0267 2025-08-09 10:45:19,195 - pyskl - INFO - Epoch [101][2200/7492] lr: 1.237e-02, eta: 2 days, 11:16:01, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3850, top5_acc: 0.6378, loss_cls: 6.9391, loss: 6.9391 2025-08-09 10:46:15,619 - pyskl - INFO - Epoch [101][2300/7492] lr: 1.236e-02, eta: 2 days, 11:15:03, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3628, top5_acc: 0.6350, loss_cls: 7.0670, loss: 7.0670 2025-08-09 10:47:14,030 - pyskl - INFO - Epoch [101][2400/7492] lr: 1.236e-02, eta: 2 days, 11:14:07, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6328, loss_cls: 6.9300, loss: 6.9300 2025-08-09 10:48:12,524 - pyskl - INFO - Epoch [101][2500/7492] lr: 1.235e-02, eta: 2 days, 11:13:10, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3656, top5_acc: 0.6269, loss_cls: 7.0220, loss: 7.0220 2025-08-09 10:49:09,743 - pyskl - INFO - Epoch [101][2600/7492] lr: 1.234e-02, eta: 2 days, 11:12:12, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6353, loss_cls: 6.9732, loss: 6.9732 2025-08-09 10:50:06,542 - pyskl - INFO - Epoch [101][2700/7492] lr: 1.234e-02, eta: 2 days, 11:11:15, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3781, top5_acc: 0.6378, loss_cls: 6.8710, loss: 6.8710 2025-08-09 10:51:04,664 - pyskl - INFO - Epoch [101][2800/7492] lr: 1.233e-02, eta: 2 days, 11:10:18, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3744, top5_acc: 0.6234, loss_cls: 7.0147, loss: 7.0147 2025-08-09 10:52:03,102 - pyskl - INFO - Epoch [101][2900/7492] lr: 1.232e-02, eta: 2 days, 11:09:21, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3819, top5_acc: 0.6356, loss_cls: 6.9442, loss: 6.9442 2025-08-09 10:53:01,351 - pyskl - INFO - Epoch [101][3000/7492] lr: 1.232e-02, eta: 2 days, 11:08:25, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3644, top5_acc: 0.6256, loss_cls: 6.9374, loss: 6.9374 2025-08-09 10:53:57,331 - pyskl - INFO - Epoch [101][3100/7492] lr: 1.231e-02, eta: 2 days, 11:07:27, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3862, top5_acc: 0.6378, loss_cls: 6.9623, loss: 6.9623 2025-08-09 10:54:53,328 - pyskl - INFO - Epoch [101][3200/7492] lr: 1.231e-02, eta: 2 days, 11:06:29, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3822, top5_acc: 0.6350, loss_cls: 6.8858, loss: 6.8858 2025-08-09 10:55:50,396 - pyskl - INFO - Epoch [101][3300/7492] lr: 1.230e-02, eta: 2 days, 11:05:31, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3766, top5_acc: 0.6356, loss_cls: 6.8871, loss: 6.8871 2025-08-09 10:56:47,422 - pyskl - INFO - Epoch [101][3400/7492] lr: 1.229e-02, eta: 2 days, 11:04:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3700, top5_acc: 0.6344, loss_cls: 6.8772, loss: 6.8772 2025-08-09 10:57:46,180 - pyskl - INFO - Epoch [101][3500/7492] lr: 1.229e-02, eta: 2 days, 11:03:37, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3862, top5_acc: 0.6419, loss_cls: 6.8384, loss: 6.8384 2025-08-09 10:58:44,828 - pyskl - INFO - Epoch [101][3600/7492] lr: 1.228e-02, eta: 2 days, 11:02:41, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6388, loss_cls: 6.9273, loss: 6.9273 2025-08-09 10:59:42,821 - pyskl - INFO - Epoch [101][3700/7492] lr: 1.228e-02, eta: 2 days, 11:01:44, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3666, top5_acc: 0.6362, loss_cls: 6.9754, loss: 6.9754 2025-08-09 11:00:40,431 - pyskl - INFO - Epoch [101][3800/7492] lr: 1.227e-02, eta: 2 days, 11:00:47, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3503, top5_acc: 0.6156, loss_cls: 7.1501, loss: 7.1501 2025-08-09 11:01:38,618 - pyskl - INFO - Epoch [101][3900/7492] lr: 1.226e-02, eta: 2 days, 10:59:50, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3825, top5_acc: 0.6319, loss_cls: 6.9801, loss: 6.9801 2025-08-09 11:02:37,360 - pyskl - INFO - Epoch [101][4000/7492] lr: 1.226e-02, eta: 2 days, 10:58:53, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6116, loss_cls: 7.0978, loss: 7.0978 2025-08-09 11:03:36,110 - pyskl - INFO - Epoch [101][4100/7492] lr: 1.225e-02, eta: 2 days, 10:57:56, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 6.9390, loss: 6.9390 2025-08-09 11:04:34,949 - pyskl - INFO - Epoch [101][4200/7492] lr: 1.225e-02, eta: 2 days, 10:57:00, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3675, top5_acc: 0.6175, loss_cls: 7.0260, loss: 7.0260 2025-08-09 11:05:33,094 - pyskl - INFO - Epoch [101][4300/7492] lr: 1.224e-02, eta: 2 days, 10:56:03, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6231, loss_cls: 6.9940, loss: 6.9940 2025-08-09 11:06:31,158 - pyskl - INFO - Epoch [101][4400/7492] lr: 1.223e-02, eta: 2 days, 10:55:06, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3828, top5_acc: 0.6359, loss_cls: 6.8889, loss: 6.8889 2025-08-09 11:07:28,772 - pyskl - INFO - Epoch [101][4500/7492] lr: 1.223e-02, eta: 2 days, 10:54:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6378, loss_cls: 6.9768, loss: 6.9768 2025-08-09 11:08:26,093 - pyskl - INFO - Epoch [101][4600/7492] lr: 1.222e-02, eta: 2 days, 10:53:12, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4003, top5_acc: 0.6462, loss_cls: 6.8832, loss: 6.8832 2025-08-09 11:09:24,344 - pyskl - INFO - Epoch [101][4700/7492] lr: 1.222e-02, eta: 2 days, 10:52:15, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6456, loss_cls: 6.8609, loss: 6.8609 2025-08-09 11:10:21,940 - pyskl - INFO - Epoch [101][4800/7492] lr: 1.221e-02, eta: 2 days, 10:51:18, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3678, top5_acc: 0.6216, loss_cls: 7.0113, loss: 7.0113 2025-08-09 11:11:19,488 - pyskl - INFO - Epoch [101][4900/7492] lr: 1.220e-02, eta: 2 days, 10:50:21, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3691, top5_acc: 0.6256, loss_cls: 7.0813, loss: 7.0813 2025-08-09 11:12:16,515 - pyskl - INFO - Epoch [101][5000/7492] lr: 1.220e-02, eta: 2 days, 10:49:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3647, top5_acc: 0.6294, loss_cls: 6.9974, loss: 6.9974 2025-08-09 11:13:14,566 - pyskl - INFO - Epoch [101][5100/7492] lr: 1.219e-02, eta: 2 days, 10:48:26, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6253, loss_cls: 7.0590, loss: 7.0590 2025-08-09 11:14:12,296 - pyskl - INFO - Epoch [101][5200/7492] lr: 1.219e-02, eta: 2 days, 10:47:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6450, loss_cls: 6.8863, loss: 6.8863 2025-08-09 11:15:10,047 - pyskl - INFO - Epoch [101][5300/7492] lr: 1.218e-02, eta: 2 days, 10:46:32, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3859, top5_acc: 0.6509, loss_cls: 6.8603, loss: 6.8603 2025-08-09 11:16:06,743 - pyskl - INFO - Epoch [101][5400/7492] lr: 1.217e-02, eta: 2 days, 10:45:34, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3762, top5_acc: 0.6391, loss_cls: 6.9870, loss: 6.9870 2025-08-09 11:17:03,566 - pyskl - INFO - Epoch [101][5500/7492] lr: 1.217e-02, eta: 2 days, 10:44:37, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3756, top5_acc: 0.6266, loss_cls: 7.0459, loss: 7.0459 2025-08-09 11:18:00,495 - pyskl - INFO - Epoch [101][5600/7492] lr: 1.216e-02, eta: 2 days, 10:43:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3828, top5_acc: 0.6438, loss_cls: 6.9232, loss: 6.9232 2025-08-09 11:18:57,752 - pyskl - INFO - Epoch [101][5700/7492] lr: 1.216e-02, eta: 2 days, 10:42:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6422, loss_cls: 6.8147, loss: 6.8147 2025-08-09 11:19:55,869 - pyskl - INFO - Epoch [101][5800/7492] lr: 1.215e-02, eta: 2 days, 10:41:45, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3547, top5_acc: 0.6153, loss_cls: 7.1564, loss: 7.1564 2025-08-09 11:20:52,908 - pyskl - INFO - Epoch [101][5900/7492] lr: 1.214e-02, eta: 2 days, 10:40:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6356, loss_cls: 6.9797, loss: 6.9797 2025-08-09 11:21:49,144 - pyskl - INFO - Epoch [101][6000/7492] lr: 1.214e-02, eta: 2 days, 10:39:50, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.3738, top5_acc: 0.6278, loss_cls: 7.0364, loss: 7.0364 2025-08-09 11:22:46,051 - pyskl - INFO - Epoch [101][6100/7492] lr: 1.213e-02, eta: 2 days, 10:38:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3756, top5_acc: 0.6325, loss_cls: 6.9634, loss: 6.9634 2025-08-09 11:23:44,481 - pyskl - INFO - Epoch [101][6200/7492] lr: 1.213e-02, eta: 2 days, 10:37:56, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3606, top5_acc: 0.6275, loss_cls: 7.0355, loss: 7.0355 2025-08-09 11:24:42,411 - pyskl - INFO - Epoch [101][6300/7492] lr: 1.212e-02, eta: 2 days, 10:36:59, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6497, loss_cls: 6.8135, loss: 6.8135 2025-08-09 11:25:40,665 - pyskl - INFO - Epoch [101][6400/7492] lr: 1.211e-02, eta: 2 days, 10:36:02, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3647, top5_acc: 0.6309, loss_cls: 6.9958, loss: 6.9958 2025-08-09 11:26:37,197 - pyskl - INFO - Epoch [101][6500/7492] lr: 1.211e-02, eta: 2 days, 10:35:04, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6294, loss_cls: 6.9565, loss: 6.9565 2025-08-09 11:27:33,798 - pyskl - INFO - Epoch [101][6600/7492] lr: 1.210e-02, eta: 2 days, 10:34:07, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6366, loss_cls: 6.9440, loss: 6.9440 2025-08-09 11:28:31,259 - pyskl - INFO - Epoch [101][6700/7492] lr: 1.210e-02, eta: 2 days, 10:33:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3706, top5_acc: 0.6234, loss_cls: 7.0667, loss: 7.0667 2025-08-09 11:29:28,879 - pyskl - INFO - Epoch [101][6800/7492] lr: 1.209e-02, eta: 2 days, 10:32:12, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3641, top5_acc: 0.6228, loss_cls: 7.0457, loss: 7.0457 2025-08-09 11:30:26,393 - pyskl - INFO - Epoch [101][6900/7492] lr: 1.208e-02, eta: 2 days, 10:31:15, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6231, loss_cls: 7.0696, loss: 7.0696 2025-08-09 11:31:24,551 - pyskl - INFO - Epoch [101][7000/7492] lr: 1.208e-02, eta: 2 days, 10:30:18, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3653, top5_acc: 0.6303, loss_cls: 7.0144, loss: 7.0144 2025-08-09 11:32:21,977 - pyskl - INFO - Epoch [101][7100/7492] lr: 1.207e-02, eta: 2 days, 10:29:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6441, loss_cls: 6.9457, loss: 6.9457 2025-08-09 11:33:18,067 - pyskl - INFO - Epoch [101][7200/7492] lr: 1.207e-02, eta: 2 days, 10:28:23, time: 0.561, data_time: 0.000, memory: 11068, top1_acc: 0.3853, top5_acc: 0.6372, loss_cls: 6.8974, loss: 6.8974 2025-08-09 11:34:14,018 - pyskl - INFO - Epoch [101][7300/7492] lr: 1.206e-02, eta: 2 days, 10:27:25, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3691, top5_acc: 0.6281, loss_cls: 7.0081, loss: 7.0081 2025-08-09 11:35:09,961 - pyskl - INFO - Epoch [101][7400/7492] lr: 1.205e-02, eta: 2 days, 10:26:27, time: 0.559, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6316, loss_cls: 6.9515, loss: 6.9515 2025-08-09 11:36:02,996 - pyskl - INFO - Saving checkpoint at 101 epochs 2025-08-09 11:36:51,207 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 11:36:51,862 - pyskl - INFO - top1_acc 0.3383 top5_acc 0.5964 2025-08-09 11:36:51,862 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 11:36:51,905 - pyskl - INFO - mean_acc 0.3381 2025-08-09 11:36:51,921 - pyskl - INFO - Epoch(val) [101][617] top1_acc: 0.3383, top5_acc: 0.5964, mean_class_accuracy: 0.3381 2025-08-09 11:38:20,630 - pyskl - INFO - Epoch [102][100/7492] lr: 1.204e-02, eta: 2 days, 10:24:27, time: 0.887, data_time: 0.323, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6275, loss_cls: 6.9789, loss: 6.9789 2025-08-09 11:39:16,617 - pyskl - INFO - Epoch [102][200/7492] lr: 1.204e-02, eta: 2 days, 10:23:29, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3859, top5_acc: 0.6428, loss_cls: 6.8090, loss: 6.8090 2025-08-09 11:40:12,698 - pyskl - INFO - Epoch [102][300/7492] lr: 1.203e-02, eta: 2 days, 10:22:31, time: 0.561, data_time: 0.000, memory: 11068, top1_acc: 0.3900, top5_acc: 0.6491, loss_cls: 6.8778, loss: 6.8778 2025-08-09 11:41:08,584 - pyskl - INFO - Epoch [102][400/7492] lr: 1.203e-02, eta: 2 days, 10:21:33, time: 0.559, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6500, loss_cls: 6.9136, loss: 6.9136 2025-08-09 11:42:04,531 - pyskl - INFO - Epoch [102][500/7492] lr: 1.202e-02, eta: 2 days, 10:20:35, time: 0.559, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6372, loss_cls: 6.9194, loss: 6.9194 2025-08-09 11:43:00,517 - pyskl - INFO - Epoch [102][600/7492] lr: 1.201e-02, eta: 2 days, 10:19:37, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6338, loss_cls: 6.8580, loss: 6.8580 2025-08-09 11:43:56,437 - pyskl - INFO - Epoch [102][700/7492] lr: 1.201e-02, eta: 2 days, 10:18:39, time: 0.559, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6453, loss_cls: 6.8900, loss: 6.8900 2025-08-09 11:44:52,409 - pyskl - INFO - Epoch [102][800/7492] lr: 1.200e-02, eta: 2 days, 10:17:41, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3744, top5_acc: 0.6297, loss_cls: 6.9555, loss: 6.9555 2025-08-09 11:45:48,480 - pyskl - INFO - Epoch [102][900/7492] lr: 1.200e-02, eta: 2 days, 10:16:44, time: 0.561, data_time: 0.000, memory: 11068, top1_acc: 0.3772, top5_acc: 0.6394, loss_cls: 6.9006, loss: 6.9006 2025-08-09 11:46:44,623 - pyskl - INFO - Epoch [102][1000/7492] lr: 1.199e-02, eta: 2 days, 10:15:46, time: 0.561, data_time: 0.000, memory: 11068, top1_acc: 0.3697, top5_acc: 0.6438, loss_cls: 6.9262, loss: 6.9262 2025-08-09 11:47:40,949 - pyskl - INFO - Epoch [102][1100/7492] lr: 1.198e-02, eta: 2 days, 10:14:48, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3850, top5_acc: 0.6338, loss_cls: 6.9765, loss: 6.9765 2025-08-09 11:48:37,142 - pyskl - INFO - Epoch [102][1200/7492] lr: 1.198e-02, eta: 2 days, 10:13:50, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.3784, top5_acc: 0.6325, loss_cls: 6.9819, loss: 6.9819 2025-08-09 11:49:33,107 - pyskl - INFO - Epoch [102][1300/7492] lr: 1.197e-02, eta: 2 days, 10:12:52, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6516, loss_cls: 6.8674, loss: 6.8674 2025-08-09 11:50:29,081 - pyskl - INFO - Epoch [102][1400/7492] lr: 1.197e-02, eta: 2 days, 10:11:54, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3859, top5_acc: 0.6372, loss_cls: 6.9068, loss: 6.9068 2025-08-09 11:51:25,053 - pyskl - INFO - Epoch [102][1500/7492] lr: 1.196e-02, eta: 2 days, 10:10:56, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3803, top5_acc: 0.6281, loss_cls: 6.9511, loss: 6.9511 2025-08-09 11:52:21,057 - pyskl - INFO - Epoch [102][1600/7492] lr: 1.195e-02, eta: 2 days, 10:09:58, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3747, top5_acc: 0.6369, loss_cls: 6.8745, loss: 6.8745 2025-08-09 11:53:16,749 - pyskl - INFO - Epoch [102][1700/7492] lr: 1.195e-02, eta: 2 days, 10:09:00, time: 0.557, data_time: 0.000, memory: 11068, top1_acc: 0.3787, top5_acc: 0.6506, loss_cls: 6.8503, loss: 6.8503 2025-08-09 11:54:12,514 - pyskl - INFO - Epoch [102][1800/7492] lr: 1.194e-02, eta: 2 days, 10:08:02, time: 0.558, data_time: 0.000, memory: 11068, top1_acc: 0.3859, top5_acc: 0.6503, loss_cls: 6.9111, loss: 6.9111 2025-08-09 11:55:08,240 - pyskl - INFO - Epoch [102][1900/7492] lr: 1.194e-02, eta: 2 days, 10:07:04, time: 0.557, data_time: 0.000, memory: 11068, top1_acc: 0.3725, top5_acc: 0.6372, loss_cls: 6.8852, loss: 6.8852 2025-08-09 11:56:04,254 - pyskl - INFO - Epoch [102][2000/7492] lr: 1.193e-02, eta: 2 days, 10:06:06, time: 0.560, data_time: 0.000, memory: 11068, top1_acc: 0.3781, top5_acc: 0.6378, loss_cls: 7.0040, loss: 7.0040 2025-08-09 11:57:01,011 - pyskl - INFO - Epoch [102][2100/7492] lr: 1.192e-02, eta: 2 days, 10:05:09, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6572, loss_cls: 6.8378, loss: 6.8378 2025-08-09 11:57:58,205 - pyskl - INFO - Epoch [102][2200/7492] lr: 1.192e-02, eta: 2 days, 10:04:11, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3897, top5_acc: 0.6447, loss_cls: 6.9144, loss: 6.9144 2025-08-09 11:58:55,881 - pyskl - INFO - Epoch [102][2300/7492] lr: 1.191e-02, eta: 2 days, 10:03:14, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3675, top5_acc: 0.6272, loss_cls: 6.9447, loss: 6.9447 2025-08-09 11:59:54,144 - pyskl - INFO - Epoch [102][2400/7492] lr: 1.191e-02, eta: 2 days, 10:02:18, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3697, top5_acc: 0.6406, loss_cls: 6.9260, loss: 6.9260 2025-08-09 12:00:51,432 - pyskl - INFO - Epoch [102][2500/7492] lr: 1.190e-02, eta: 2 days, 10:01:20, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3781, top5_acc: 0.6409, loss_cls: 6.8960, loss: 6.8960 2025-08-09 12:01:50,198 - pyskl - INFO - Epoch [102][2600/7492] lr: 1.189e-02, eta: 2 days, 10:00:24, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6494, loss_cls: 6.9389, loss: 6.9389 2025-08-09 12:02:47,035 - pyskl - INFO - Epoch [102][2700/7492] lr: 1.189e-02, eta: 2 days, 9:59:26, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3694, top5_acc: 0.6369, loss_cls: 6.9291, loss: 6.9291 2025-08-09 12:03:44,894 - pyskl - INFO - Epoch [102][2800/7492] lr: 1.188e-02, eta: 2 days, 9:58:29, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3784, top5_acc: 0.6444, loss_cls: 6.9574, loss: 6.9574 2025-08-09 12:04:43,085 - pyskl - INFO - Epoch [102][2900/7492] lr: 1.188e-02, eta: 2 days, 9:57:32, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6453, loss_cls: 6.8612, loss: 6.8612 2025-08-09 12:05:40,590 - pyskl - INFO - Epoch [102][3000/7492] lr: 1.187e-02, eta: 2 days, 9:56:35, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6334, loss_cls: 6.9603, loss: 6.9603 2025-08-09 12:06:37,592 - pyskl - INFO - Epoch [102][3100/7492] lr: 1.186e-02, eta: 2 days, 9:55:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6378, loss_cls: 6.9187, loss: 6.9187 2025-08-09 12:07:34,663 - pyskl - INFO - Epoch [102][3200/7492] lr: 1.186e-02, eta: 2 days, 9:54:40, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3869, top5_acc: 0.6272, loss_cls: 6.8973, loss: 6.8973 2025-08-09 12:08:32,773 - pyskl - INFO - Epoch [102][3300/7492] lr: 1.185e-02, eta: 2 days, 9:53:43, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6344, loss_cls: 6.9027, loss: 6.9027 2025-08-09 12:09:31,056 - pyskl - INFO - Epoch [102][3400/7492] lr: 1.185e-02, eta: 2 days, 9:52:47, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6331, loss_cls: 6.8856, loss: 6.8856 2025-08-09 12:10:29,718 - pyskl - INFO - Epoch [102][3500/7492] lr: 1.184e-02, eta: 2 days, 9:51:50, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6281, loss_cls: 7.0007, loss: 7.0007 2025-08-09 12:11:27,387 - pyskl - INFO - Epoch [102][3600/7492] lr: 1.183e-02, eta: 2 days, 9:50:53, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6431, loss_cls: 6.9223, loss: 6.9223 2025-08-09 12:12:24,243 - pyskl - INFO - Epoch [102][3700/7492] lr: 1.183e-02, eta: 2 days, 9:49:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3800, top5_acc: 0.6359, loss_cls: 6.8648, loss: 6.8648 2025-08-09 12:13:21,863 - pyskl - INFO - Epoch [102][3800/7492] lr: 1.182e-02, eta: 2 days, 9:48:58, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3866, top5_acc: 0.6359, loss_cls: 6.9340, loss: 6.9340 2025-08-09 12:14:19,949 - pyskl - INFO - Epoch [102][3900/7492] lr: 1.182e-02, eta: 2 days, 9:48:01, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3650, top5_acc: 0.6266, loss_cls: 6.9901, loss: 6.9901 2025-08-09 12:15:16,791 - pyskl - INFO - Epoch [102][4000/7492] lr: 1.181e-02, eta: 2 days, 9:47:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3725, top5_acc: 0.6353, loss_cls: 7.0111, loss: 7.0111 2025-08-09 12:16:13,631 - pyskl - INFO - Epoch [102][4100/7492] lr: 1.181e-02, eta: 2 days, 9:46:06, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6322, loss_cls: 7.0479, loss: 7.0479 2025-08-09 12:17:11,142 - pyskl - INFO - Epoch [102][4200/7492] lr: 1.180e-02, eta: 2 days, 9:45:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3809, top5_acc: 0.6406, loss_cls: 6.8765, loss: 6.8765 2025-08-09 12:18:07,886 - pyskl - INFO - Epoch [102][4300/7492] lr: 1.179e-02, eta: 2 days, 9:44:12, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3831, top5_acc: 0.6325, loss_cls: 6.9896, loss: 6.9896 2025-08-09 12:19:04,441 - pyskl - INFO - Epoch [102][4400/7492] lr: 1.179e-02, eta: 2 days, 9:43:14, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3609, top5_acc: 0.6234, loss_cls: 7.0606, loss: 7.0606 2025-08-09 12:20:02,100 - pyskl - INFO - Epoch [102][4500/7492] lr: 1.178e-02, eta: 2 days, 9:42:17, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3762, top5_acc: 0.6369, loss_cls: 6.9650, loss: 6.9650 2025-08-09 12:20:59,240 - pyskl - INFO - Epoch [102][4600/7492] lr: 1.178e-02, eta: 2 days, 9:41:19, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6338, loss_cls: 6.9464, loss: 6.9464 2025-08-09 12:21:56,684 - pyskl - INFO - Epoch [102][4700/7492] lr: 1.177e-02, eta: 2 days, 9:40:22, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6297, loss_cls: 6.9425, loss: 6.9425 2025-08-09 12:22:53,762 - pyskl - INFO - Epoch [102][4800/7492] lr: 1.176e-02, eta: 2 days, 9:39:25, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3947, top5_acc: 0.6409, loss_cls: 6.8871, loss: 6.8871 2025-08-09 12:23:51,427 - pyskl - INFO - Epoch [102][4900/7492] lr: 1.176e-02, eta: 2 days, 9:38:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3931, top5_acc: 0.6416, loss_cls: 6.8594, loss: 6.8594 2025-08-09 12:24:49,687 - pyskl - INFO - Epoch [102][5000/7492] lr: 1.175e-02, eta: 2 days, 9:37:31, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3697, top5_acc: 0.6444, loss_cls: 6.9592, loss: 6.9592 2025-08-09 12:25:47,206 - pyskl - INFO - Epoch [102][5100/7492] lr: 1.175e-02, eta: 2 days, 9:36:34, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6438, loss_cls: 6.8668, loss: 6.8668 2025-08-09 12:26:44,681 - pyskl - INFO - Epoch [102][5200/7492] lr: 1.174e-02, eta: 2 days, 9:35:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3850, top5_acc: 0.6481, loss_cls: 6.8622, loss: 6.8622 2025-08-09 12:27:42,940 - pyskl - INFO - Epoch [102][5300/7492] lr: 1.173e-02, eta: 2 days, 9:34:40, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3694, top5_acc: 0.6469, loss_cls: 6.9488, loss: 6.9488 2025-08-09 12:28:41,322 - pyskl - INFO - Epoch [102][5400/7492] lr: 1.173e-02, eta: 2 days, 9:33:43, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6338, loss_cls: 6.9688, loss: 6.9688 2025-08-09 12:29:37,819 - pyskl - INFO - Epoch [102][5500/7492] lr: 1.172e-02, eta: 2 days, 9:32:45, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3525, top5_acc: 0.6300, loss_cls: 7.0798, loss: 7.0798 2025-08-09 12:30:34,355 - pyskl - INFO - Epoch [102][5600/7492] lr: 1.172e-02, eta: 2 days, 9:31:48, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3728, top5_acc: 0.6247, loss_cls: 7.0105, loss: 7.0105 2025-08-09 12:31:31,729 - pyskl - INFO - Epoch [102][5700/7492] lr: 1.171e-02, eta: 2 days, 9:30:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3528, top5_acc: 0.6281, loss_cls: 7.0782, loss: 7.0782 2025-08-09 12:32:28,969 - pyskl - INFO - Epoch [102][5800/7492] lr: 1.170e-02, eta: 2 days, 9:29:53, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3669, top5_acc: 0.6334, loss_cls: 6.9855, loss: 6.9855 2025-08-09 12:33:26,892 - pyskl - INFO - Epoch [102][5900/7492] lr: 1.170e-02, eta: 2 days, 9:28:56, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3750, top5_acc: 0.6353, loss_cls: 6.9597, loss: 6.9597 2025-08-09 12:34:24,113 - pyskl - INFO - Epoch [102][6000/7492] lr: 1.169e-02, eta: 2 days, 9:27:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6400, loss_cls: 6.9315, loss: 6.9315 2025-08-09 12:35:21,046 - pyskl - INFO - Epoch [102][6100/7492] lr: 1.169e-02, eta: 2 days, 9:27:01, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6381, loss_cls: 6.8203, loss: 6.8203 2025-08-09 12:36:17,696 - pyskl - INFO - Epoch [102][6200/7492] lr: 1.168e-02, eta: 2 days, 9:26:04, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3759, top5_acc: 0.6406, loss_cls: 6.8790, loss: 6.8790 2025-08-09 12:37:15,423 - pyskl - INFO - Epoch [102][6300/7492] lr: 1.167e-02, eta: 2 days, 9:25:07, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3600, top5_acc: 0.6225, loss_cls: 7.0031, loss: 7.0031 2025-08-09 12:38:13,051 - pyskl - INFO - Epoch [102][6400/7492] lr: 1.167e-02, eta: 2 days, 9:24:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3759, top5_acc: 0.6422, loss_cls: 6.8800, loss: 6.8800 2025-08-09 12:39:11,128 - pyskl - INFO - Epoch [102][6500/7492] lr: 1.166e-02, eta: 2 days, 9:23:13, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6409, loss_cls: 6.9168, loss: 6.9168 2025-08-09 12:40:08,488 - pyskl - INFO - Epoch [102][6600/7492] lr: 1.166e-02, eta: 2 days, 9:22:15, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3659, top5_acc: 0.6238, loss_cls: 7.0840, loss: 7.0840 2025-08-09 12:41:05,910 - pyskl - INFO - Epoch [102][6700/7492] lr: 1.165e-02, eta: 2 days, 9:21:18, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3866, top5_acc: 0.6478, loss_cls: 6.9207, loss: 6.9207 2025-08-09 12:42:03,266 - pyskl - INFO - Epoch [102][6800/7492] lr: 1.165e-02, eta: 2 days, 9:20:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3856, top5_acc: 0.6378, loss_cls: 6.9094, loss: 6.9094 2025-08-09 12:43:00,747 - pyskl - INFO - Epoch [102][6900/7492] lr: 1.164e-02, eta: 2 days, 9:19:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6297, loss_cls: 6.9590, loss: 6.9590 2025-08-09 12:43:57,562 - pyskl - INFO - Epoch [102][7000/7492] lr: 1.163e-02, eta: 2 days, 9:18:26, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3688, top5_acc: 0.6178, loss_cls: 7.0294, loss: 7.0294 2025-08-09 12:44:56,303 - pyskl - INFO - Epoch [102][7100/7492] lr: 1.163e-02, eta: 2 days, 9:17:29, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3681, top5_acc: 0.6300, loss_cls: 6.9443, loss: 6.9443 2025-08-09 12:45:54,408 - pyskl - INFO - Epoch [102][7200/7492] lr: 1.162e-02, eta: 2 days, 9:16:33, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3741, top5_acc: 0.6300, loss_cls: 7.0049, loss: 7.0049 2025-08-09 12:46:52,240 - pyskl - INFO - Epoch [102][7300/7492] lr: 1.162e-02, eta: 2 days, 9:15:36, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3622, top5_acc: 0.6188, loss_cls: 7.0382, loss: 7.0382 2025-08-09 12:47:50,468 - pyskl - INFO - Epoch [102][7400/7492] lr: 1.161e-02, eta: 2 days, 9:14:39, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6400, loss_cls: 6.9139, loss: 6.9139 2025-08-09 12:48:44,690 - pyskl - INFO - Saving checkpoint at 102 epochs 2025-08-09 12:49:33,182 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 12:49:33,862 - pyskl - INFO - top1_acc 0.3300 top5_acc 0.5880 2025-08-09 12:49:33,862 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 12:49:33,913 - pyskl - INFO - mean_acc 0.3299 2025-08-09 12:49:33,927 - pyskl - INFO - Epoch(val) [102][617] top1_acc: 0.3300, top5_acc: 0.5880, mean_class_accuracy: 0.3299 2025-08-09 12:51:04,744 - pyskl - INFO - Epoch [103][100/7492] lr: 1.160e-02, eta: 2 days, 9:12:40, time: 0.908, data_time: 0.331, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6544, loss_cls: 6.7745, loss: 6.7745 2025-08-09 12:52:01,852 - pyskl - INFO - Epoch [103][200/7492] lr: 1.159e-02, eta: 2 days, 9:11:42, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4047, top5_acc: 0.6600, loss_cls: 6.7796, loss: 6.7796 2025-08-09 12:52:58,664 - pyskl - INFO - Epoch [103][300/7492] lr: 1.159e-02, eta: 2 days, 9:10:45, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3663, top5_acc: 0.6469, loss_cls: 6.9530, loss: 6.9530 2025-08-09 12:53:56,090 - pyskl - INFO - Epoch [103][400/7492] lr: 1.158e-02, eta: 2 days, 9:09:48, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3862, top5_acc: 0.6594, loss_cls: 6.8310, loss: 6.8310 2025-08-09 12:54:53,377 - pyskl - INFO - Epoch [103][500/7492] lr: 1.157e-02, eta: 2 days, 9:08:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3969, top5_acc: 0.6559, loss_cls: 6.8196, loss: 6.8196 2025-08-09 12:55:51,412 - pyskl - INFO - Epoch [103][600/7492] lr: 1.157e-02, eta: 2 days, 9:07:53, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6462, loss_cls: 6.8663, loss: 6.8663 2025-08-09 12:56:48,885 - pyskl - INFO - Epoch [103][700/7492] lr: 1.156e-02, eta: 2 days, 9:06:56, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6375, loss_cls: 6.9563, loss: 6.9563 2025-08-09 12:57:46,528 - pyskl - INFO - Epoch [103][800/7492] lr: 1.156e-02, eta: 2 days, 9:05:59, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6566, loss_cls: 6.8255, loss: 6.8255 2025-08-09 12:58:43,971 - pyskl - INFO - Epoch [103][900/7492] lr: 1.155e-02, eta: 2 days, 9:05:02, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3728, top5_acc: 0.6366, loss_cls: 6.8813, loss: 6.8813 2025-08-09 12:59:41,725 - pyskl - INFO - Epoch [103][1000/7492] lr: 1.155e-02, eta: 2 days, 9:04:05, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3766, top5_acc: 0.6438, loss_cls: 6.9312, loss: 6.9312 2025-08-09 13:00:38,954 - pyskl - INFO - Epoch [103][1100/7492] lr: 1.154e-02, eta: 2 days, 9:03:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3809, top5_acc: 0.6456, loss_cls: 6.9468, loss: 6.9468 2025-08-09 13:01:36,016 - pyskl - INFO - Epoch [103][1200/7492] lr: 1.153e-02, eta: 2 days, 9:02:10, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3672, top5_acc: 0.6362, loss_cls: 6.9539, loss: 6.9539 2025-08-09 13:02:33,561 - pyskl - INFO - Epoch [103][1300/7492] lr: 1.153e-02, eta: 2 days, 9:01:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6353, loss_cls: 6.9406, loss: 6.9406 2025-08-09 13:03:31,266 - pyskl - INFO - Epoch [103][1400/7492] lr: 1.152e-02, eta: 2 days, 9:00:16, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6434, loss_cls: 6.9040, loss: 6.9040 2025-08-09 13:04:28,469 - pyskl - INFO - Epoch [103][1500/7492] lr: 1.152e-02, eta: 2 days, 8:59:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3778, top5_acc: 0.6291, loss_cls: 6.9949, loss: 6.9949 2025-08-09 13:05:25,583 - pyskl - INFO - Epoch [103][1600/7492] lr: 1.151e-02, eta: 2 days, 8:58:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3872, top5_acc: 0.6447, loss_cls: 6.8486, loss: 6.8486 2025-08-09 13:06:23,241 - pyskl - INFO - Epoch [103][1700/7492] lr: 1.150e-02, eta: 2 days, 8:57:24, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3822, top5_acc: 0.6434, loss_cls: 6.8433, loss: 6.8433 2025-08-09 13:07:20,649 - pyskl - INFO - Epoch [103][1800/7492] lr: 1.150e-02, eta: 2 days, 8:56:27, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6478, loss_cls: 6.9396, loss: 6.9396 2025-08-09 13:08:19,078 - pyskl - INFO - Epoch [103][1900/7492] lr: 1.149e-02, eta: 2 days, 8:55:30, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6278, loss_cls: 6.9548, loss: 6.9548 2025-08-09 13:09:17,010 - pyskl - INFO - Epoch [103][2000/7492] lr: 1.149e-02, eta: 2 days, 8:54:33, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6472, loss_cls: 6.8538, loss: 6.8538 2025-08-09 13:10:14,940 - pyskl - INFO - Epoch [103][2100/7492] lr: 1.148e-02, eta: 2 days, 8:53:36, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3750, top5_acc: 0.6347, loss_cls: 6.9755, loss: 6.9755 2025-08-09 13:11:12,106 - pyskl - INFO - Epoch [103][2200/7492] lr: 1.147e-02, eta: 2 days, 8:52:39, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3800, top5_acc: 0.6309, loss_cls: 6.9025, loss: 6.9025 2025-08-09 13:12:08,795 - pyskl - INFO - Epoch [103][2300/7492] lr: 1.147e-02, eta: 2 days, 8:51:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6388, loss_cls: 6.8737, loss: 6.8737 2025-08-09 13:13:06,152 - pyskl - INFO - Epoch [103][2400/7492] lr: 1.146e-02, eta: 2 days, 8:50:44, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6428, loss_cls: 6.9033, loss: 6.9033 2025-08-09 13:14:02,919 - pyskl - INFO - Epoch [103][2500/7492] lr: 1.146e-02, eta: 2 days, 8:49:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6575, loss_cls: 6.8148, loss: 6.8148 2025-08-09 13:15:00,386 - pyskl - INFO - Epoch [103][2600/7492] lr: 1.145e-02, eta: 2 days, 8:48:49, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3803, top5_acc: 0.6338, loss_cls: 6.9186, loss: 6.9186 2025-08-09 13:15:58,813 - pyskl - INFO - Epoch [103][2700/7492] lr: 1.145e-02, eta: 2 days, 8:47:52, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3897, top5_acc: 0.6362, loss_cls: 6.9520, loss: 6.9520 2025-08-09 13:16:55,635 - pyskl - INFO - Epoch [103][2800/7492] lr: 1.144e-02, eta: 2 days, 8:46:55, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6444, loss_cls: 6.8865, loss: 6.8865 2025-08-09 13:17:53,948 - pyskl - INFO - Epoch [103][2900/7492] lr: 1.143e-02, eta: 2 days, 8:45:58, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3778, top5_acc: 0.6381, loss_cls: 6.9318, loss: 6.9318 2025-08-09 13:18:50,643 - pyskl - INFO - Epoch [103][3000/7492] lr: 1.143e-02, eta: 2 days, 8:45:00, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3878, top5_acc: 0.6516, loss_cls: 6.8808, loss: 6.8808 2025-08-09 13:19:48,073 - pyskl - INFO - Epoch [103][3100/7492] lr: 1.142e-02, eta: 2 days, 8:44:03, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6553, loss_cls: 6.8148, loss: 6.8148 2025-08-09 13:20:45,282 - pyskl - INFO - Epoch [103][3200/7492] lr: 1.142e-02, eta: 2 days, 8:43:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3856, top5_acc: 0.6391, loss_cls: 6.9401, loss: 6.9401 2025-08-09 13:21:42,198 - pyskl - INFO - Epoch [103][3300/7492] lr: 1.141e-02, eta: 2 days, 8:42:08, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3772, top5_acc: 0.6459, loss_cls: 6.9616, loss: 6.9616 2025-08-09 13:22:38,946 - pyskl - INFO - Epoch [103][3400/7492] lr: 1.140e-02, eta: 2 days, 8:41:11, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3828, top5_acc: 0.6425, loss_cls: 6.8595, loss: 6.8595 2025-08-09 13:23:37,306 - pyskl - INFO - Epoch [103][3500/7492] lr: 1.140e-02, eta: 2 days, 8:40:14, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3881, top5_acc: 0.6416, loss_cls: 6.8778, loss: 6.8778 2025-08-09 13:24:36,276 - pyskl - INFO - Epoch [103][3600/7492] lr: 1.139e-02, eta: 2 days, 8:39:18, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6222, loss_cls: 7.0105, loss: 7.0105 2025-08-09 13:25:34,825 - pyskl - INFO - Epoch [103][3700/7492] lr: 1.139e-02, eta: 2 days, 8:38:21, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6478, loss_cls: 6.8604, loss: 6.8604 2025-08-09 13:26:33,313 - pyskl - INFO - Epoch [103][3800/7492] lr: 1.138e-02, eta: 2 days, 8:37:24, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3831, top5_acc: 0.6394, loss_cls: 6.9329, loss: 6.9329 2025-08-09 13:27:31,717 - pyskl - INFO - Epoch [103][3900/7492] lr: 1.138e-02, eta: 2 days, 8:36:27, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6281, loss_cls: 6.9222, loss: 6.9222 2025-08-09 13:28:28,949 - pyskl - INFO - Epoch [103][4000/7492] lr: 1.137e-02, eta: 2 days, 8:35:30, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3859, top5_acc: 0.6475, loss_cls: 6.8546, loss: 6.8546 2025-08-09 13:29:26,266 - pyskl - INFO - Epoch [103][4100/7492] lr: 1.136e-02, eta: 2 days, 8:34:33, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3787, top5_acc: 0.6438, loss_cls: 6.8597, loss: 6.8597 2025-08-09 13:30:22,808 - pyskl - INFO - Epoch [103][4200/7492] lr: 1.136e-02, eta: 2 days, 8:33:35, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3822, top5_acc: 0.6303, loss_cls: 6.9528, loss: 6.9528 2025-08-09 13:31:20,679 - pyskl - INFO - Epoch [103][4300/7492] lr: 1.135e-02, eta: 2 days, 8:32:38, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3772, top5_acc: 0.6281, loss_cls: 7.0321, loss: 7.0321 2025-08-09 13:32:18,739 - pyskl - INFO - Epoch [103][4400/7492] lr: 1.135e-02, eta: 2 days, 8:31:41, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6312, loss_cls: 6.8657, loss: 6.8657 2025-08-09 13:33:15,827 - pyskl - INFO - Epoch [103][4500/7492] lr: 1.134e-02, eta: 2 days, 8:30:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6316, loss_cls: 6.9107, loss: 6.9107 2025-08-09 13:34:15,013 - pyskl - INFO - Epoch [103][4600/7492] lr: 1.133e-02, eta: 2 days, 8:29:47, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.3859, top5_acc: 0.6394, loss_cls: 6.8951, loss: 6.8951 2025-08-09 13:35:12,648 - pyskl - INFO - Epoch [103][4700/7492] lr: 1.133e-02, eta: 2 days, 8:28:50, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3734, top5_acc: 0.6428, loss_cls: 6.8498, loss: 6.8498 2025-08-09 13:36:09,966 - pyskl - INFO - Epoch [103][4800/7492] lr: 1.132e-02, eta: 2 days, 8:27:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3672, top5_acc: 0.6281, loss_cls: 6.9997, loss: 6.9997 2025-08-09 13:37:07,677 - pyskl - INFO - Epoch [103][4900/7492] lr: 1.132e-02, eta: 2 days, 8:26:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3778, top5_acc: 0.6303, loss_cls: 6.9002, loss: 6.9002 2025-08-09 13:38:06,036 - pyskl - INFO - Epoch [103][5000/7492] lr: 1.131e-02, eta: 2 days, 8:25:59, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3891, top5_acc: 0.6484, loss_cls: 6.9036, loss: 6.9036 2025-08-09 13:39:04,719 - pyskl - INFO - Epoch [103][5100/7492] lr: 1.130e-02, eta: 2 days, 8:25:02, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6325, loss_cls: 6.9978, loss: 6.9978 2025-08-09 13:40:03,260 - pyskl - INFO - Epoch [103][5200/7492] lr: 1.130e-02, eta: 2 days, 8:24:06, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3747, top5_acc: 0.6378, loss_cls: 6.9078, loss: 6.9078 2025-08-09 13:41:02,254 - pyskl - INFO - Epoch [103][5300/7492] lr: 1.129e-02, eta: 2 days, 8:23:09, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.3766, top5_acc: 0.6353, loss_cls: 6.9216, loss: 6.9216 2025-08-09 13:42:00,503 - pyskl - INFO - Epoch [103][5400/7492] lr: 1.129e-02, eta: 2 days, 8:22:12, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3638, top5_acc: 0.6303, loss_cls: 6.9533, loss: 6.9533 2025-08-09 13:42:58,992 - pyskl - INFO - Epoch [103][5500/7492] lr: 1.128e-02, eta: 2 days, 8:21:16, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3969, top5_acc: 0.6478, loss_cls: 6.8890, loss: 6.8890 2025-08-09 13:43:57,806 - pyskl - INFO - Epoch [103][5600/7492] lr: 1.128e-02, eta: 2 days, 8:20:19, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6341, loss_cls: 6.9175, loss: 6.9175 2025-08-09 13:44:55,778 - pyskl - INFO - Epoch [103][5700/7492] lr: 1.127e-02, eta: 2 days, 8:19:22, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3803, top5_acc: 0.6400, loss_cls: 6.8837, loss: 6.8837 2025-08-09 13:45:54,114 - pyskl - INFO - Epoch [103][5800/7492] lr: 1.126e-02, eta: 2 days, 8:18:25, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6456, loss_cls: 6.8074, loss: 6.8074 2025-08-09 13:46:51,796 - pyskl - INFO - Epoch [103][5900/7492] lr: 1.126e-02, eta: 2 days, 8:17:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6462, loss_cls: 6.8620, loss: 6.8620 2025-08-09 13:47:50,434 - pyskl - INFO - Epoch [103][6000/7492] lr: 1.125e-02, eta: 2 days, 8:16:31, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6325, loss_cls: 6.9098, loss: 6.9098 2025-08-09 13:48:48,906 - pyskl - INFO - Epoch [103][6100/7492] lr: 1.125e-02, eta: 2 days, 8:15:35, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3766, top5_acc: 0.6412, loss_cls: 6.9970, loss: 6.9970 2025-08-09 13:49:47,378 - pyskl - INFO - Epoch [103][6200/7492] lr: 1.124e-02, eta: 2 days, 8:14:38, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3822, top5_acc: 0.6353, loss_cls: 6.9056, loss: 6.9056 2025-08-09 13:50:46,089 - pyskl - INFO - Epoch [103][6300/7492] lr: 1.123e-02, eta: 2 days, 8:13:41, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6491, loss_cls: 6.8854, loss: 6.8854 2025-08-09 13:51:43,534 - pyskl - INFO - Epoch [103][6400/7492] lr: 1.123e-02, eta: 2 days, 8:12:44, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6478, loss_cls: 6.9327, loss: 6.9327 2025-08-09 13:52:39,960 - pyskl - INFO - Epoch [103][6500/7492] lr: 1.122e-02, eta: 2 days, 8:11:46, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6378, loss_cls: 6.9854, loss: 6.9854 2025-08-09 13:53:38,669 - pyskl - INFO - Epoch [103][6600/7492] lr: 1.122e-02, eta: 2 days, 8:10:50, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6450, loss_cls: 6.8976, loss: 6.8976 2025-08-09 13:54:37,036 - pyskl - INFO - Epoch [103][6700/7492] lr: 1.121e-02, eta: 2 days, 8:09:53, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3784, top5_acc: 0.6256, loss_cls: 6.9194, loss: 6.9194 2025-08-09 13:55:35,026 - pyskl - INFO - Epoch [103][6800/7492] lr: 1.121e-02, eta: 2 days, 8:08:56, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6431, loss_cls: 6.9245, loss: 6.9245 2025-08-09 13:56:33,615 - pyskl - INFO - Epoch [103][6900/7492] lr: 1.120e-02, eta: 2 days, 8:07:59, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6344, loss_cls: 6.9408, loss: 6.9408 2025-08-09 13:57:32,011 - pyskl - INFO - Epoch [103][7000/7492] lr: 1.119e-02, eta: 2 days, 8:07:02, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6434, loss_cls: 6.8691, loss: 6.8691 2025-08-09 13:58:31,252 - pyskl - INFO - Epoch [103][7100/7492] lr: 1.119e-02, eta: 2 days, 8:06:06, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6284, loss_cls: 6.9891, loss: 6.9891 2025-08-09 13:59:30,636 - pyskl - INFO - Epoch [103][7200/7492] lr: 1.118e-02, eta: 2 days, 8:05:10, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6297, loss_cls: 6.9170, loss: 6.9170 2025-08-09 14:00:28,914 - pyskl - INFO - Epoch [103][7300/7492] lr: 1.118e-02, eta: 2 days, 8:04:13, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6228, loss_cls: 7.0049, loss: 7.0049 2025-08-09 14:01:27,146 - pyskl - INFO - Epoch [103][7400/7492] lr: 1.117e-02, eta: 2 days, 8:03:16, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6403, loss_cls: 6.8544, loss: 6.8544 2025-08-09 14:02:22,311 - pyskl - INFO - Saving checkpoint at 103 epochs 2025-08-09 14:03:13,007 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 14:03:13,675 - pyskl - INFO - top1_acc 0.3362 top5_acc 0.5918 2025-08-09 14:03:13,675 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 14:03:13,717 - pyskl - INFO - mean_acc 0.3358 2025-08-09 14:03:13,730 - pyskl - INFO - Epoch(val) [103][617] top1_acc: 0.3362, top5_acc: 0.5918, mean_class_accuracy: 0.3358 2025-08-09 14:04:46,850 - pyskl - INFO - Epoch [104][100/7492] lr: 1.116e-02, eta: 2 days, 8:01:18, time: 0.931, data_time: 0.337, memory: 11068, top1_acc: 0.3853, top5_acc: 0.6256, loss_cls: 6.9751, loss: 6.9751 2025-08-09 14:05:44,323 - pyskl - INFO - Epoch [104][200/7492] lr: 1.115e-02, eta: 2 days, 8:00:21, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3950, top5_acc: 0.6531, loss_cls: 6.7594, loss: 6.7594 2025-08-09 14:06:42,739 - pyskl - INFO - Epoch [104][300/7492] lr: 1.115e-02, eta: 2 days, 7:59:24, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6294, loss_cls: 6.7690, loss: 6.7690 2025-08-09 14:07:40,268 - pyskl - INFO - Epoch [104][400/7492] lr: 1.114e-02, eta: 2 days, 7:58:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4034, top5_acc: 0.6622, loss_cls: 6.7597, loss: 6.7597 2025-08-09 14:08:36,674 - pyskl - INFO - Epoch [104][500/7492] lr: 1.114e-02, eta: 2 days, 7:57:29, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3972, top5_acc: 0.6553, loss_cls: 6.8047, loss: 6.8047 2025-08-09 14:09:33,794 - pyskl - INFO - Epoch [104][600/7492] lr: 1.113e-02, eta: 2 days, 7:56:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3856, top5_acc: 0.6541, loss_cls: 6.7601, loss: 6.7601 2025-08-09 14:10:31,257 - pyskl - INFO - Epoch [104][700/7492] lr: 1.112e-02, eta: 2 days, 7:55:35, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3925, top5_acc: 0.6503, loss_cls: 6.8400, loss: 6.8400 2025-08-09 14:11:28,933 - pyskl - INFO - Epoch [104][800/7492] lr: 1.112e-02, eta: 2 days, 7:54:38, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3931, top5_acc: 0.6456, loss_cls: 6.8606, loss: 6.8606 2025-08-09 14:12:26,423 - pyskl - INFO - Epoch [104][900/7492] lr: 1.111e-02, eta: 2 days, 7:53:41, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3978, top5_acc: 0.6422, loss_cls: 6.7699, loss: 6.7699 2025-08-09 14:13:23,856 - pyskl - INFO - Epoch [104][1000/7492] lr: 1.111e-02, eta: 2 days, 7:52:43, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3850, top5_acc: 0.6416, loss_cls: 6.8467, loss: 6.8467 2025-08-09 14:14:21,206 - pyskl - INFO - Epoch [104][1100/7492] lr: 1.110e-02, eta: 2 days, 7:51:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3891, top5_acc: 0.6528, loss_cls: 6.8050, loss: 6.8050 2025-08-09 14:15:17,648 - pyskl - INFO - Epoch [104][1200/7492] lr: 1.110e-02, eta: 2 days, 7:50:48, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3909, top5_acc: 0.6538, loss_cls: 6.8296, loss: 6.8296 2025-08-09 14:16:15,752 - pyskl - INFO - Epoch [104][1300/7492] lr: 1.109e-02, eta: 2 days, 7:49:51, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6391, loss_cls: 6.8778, loss: 6.8778 2025-08-09 14:17:13,756 - pyskl - INFO - Epoch [104][1400/7492] lr: 1.108e-02, eta: 2 days, 7:48:54, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6566, loss_cls: 6.6868, loss: 6.6868 2025-08-09 14:18:11,302 - pyskl - INFO - Epoch [104][1500/7492] lr: 1.108e-02, eta: 2 days, 7:47:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3787, top5_acc: 0.6409, loss_cls: 6.8659, loss: 6.8659 2025-08-09 14:19:08,609 - pyskl - INFO - Epoch [104][1600/7492] lr: 1.107e-02, eta: 2 days, 7:47:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3784, top5_acc: 0.6481, loss_cls: 6.9054, loss: 6.9054 2025-08-09 14:20:06,458 - pyskl - INFO - Epoch [104][1700/7492] lr: 1.107e-02, eta: 2 days, 7:46:03, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3900, top5_acc: 0.6378, loss_cls: 6.8841, loss: 6.8841 2025-08-09 14:21:04,922 - pyskl - INFO - Epoch [104][1800/7492] lr: 1.106e-02, eta: 2 days, 7:45:06, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3766, top5_acc: 0.6191, loss_cls: 6.9491, loss: 6.9491 2025-08-09 14:22:02,451 - pyskl - INFO - Epoch [104][1900/7492] lr: 1.105e-02, eta: 2 days, 7:44:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6322, loss_cls: 6.8432, loss: 6.8432 2025-08-09 14:23:00,418 - pyskl - INFO - Epoch [104][2000/7492] lr: 1.105e-02, eta: 2 days, 7:43:12, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6456, loss_cls: 6.8970, loss: 6.8970 2025-08-09 14:23:57,702 - pyskl - INFO - Epoch [104][2100/7492] lr: 1.104e-02, eta: 2 days, 7:42:15, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6566, loss_cls: 6.7978, loss: 6.7978 2025-08-09 14:24:55,091 - pyskl - INFO - Epoch [104][2200/7492] lr: 1.104e-02, eta: 2 days, 7:41:18, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6300, loss_cls: 6.8648, loss: 6.8648 2025-08-09 14:25:51,908 - pyskl - INFO - Epoch [104][2300/7492] lr: 1.103e-02, eta: 2 days, 7:40:20, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6466, loss_cls: 6.8725, loss: 6.8725 2025-08-09 14:26:48,222 - pyskl - INFO - Epoch [104][2400/7492] lr: 1.103e-02, eta: 2 days, 7:39:22, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6441, loss_cls: 6.9103, loss: 6.9103 2025-08-09 14:27:45,267 - pyskl - INFO - Epoch [104][2500/7492] lr: 1.102e-02, eta: 2 days, 7:38:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3853, top5_acc: 0.6394, loss_cls: 6.8603, loss: 6.8603 2025-08-09 14:28:42,366 - pyskl - INFO - Epoch [104][2600/7492] lr: 1.101e-02, eta: 2 days, 7:37:27, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6534, loss_cls: 6.9024, loss: 6.9024 2025-08-09 14:29:40,029 - pyskl - INFO - Epoch [104][2700/7492] lr: 1.101e-02, eta: 2 days, 7:36:30, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3856, top5_acc: 0.6478, loss_cls: 6.8591, loss: 6.8591 2025-08-09 14:30:37,373 - pyskl - INFO - Epoch [104][2800/7492] lr: 1.100e-02, eta: 2 days, 7:35:33, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6388, loss_cls: 6.8821, loss: 6.8821 2025-08-09 14:31:33,907 - pyskl - INFO - Epoch [104][2900/7492] lr: 1.100e-02, eta: 2 days, 7:34:35, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6484, loss_cls: 6.9324, loss: 6.9324 2025-08-09 14:32:30,348 - pyskl - INFO - Epoch [104][3000/7492] lr: 1.099e-02, eta: 2 days, 7:33:38, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3762, top5_acc: 0.6209, loss_cls: 7.0320, loss: 7.0320 2025-08-09 14:33:27,585 - pyskl - INFO - Epoch [104][3100/7492] lr: 1.099e-02, eta: 2 days, 7:32:40, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3872, top5_acc: 0.6447, loss_cls: 6.8527, loss: 6.8527 2025-08-09 14:34:24,732 - pyskl - INFO - Epoch [104][3200/7492] lr: 1.098e-02, eta: 2 days, 7:31:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6319, loss_cls: 6.8930, loss: 6.8930 2025-08-09 14:35:22,778 - pyskl - INFO - Epoch [104][3300/7492] lr: 1.097e-02, eta: 2 days, 7:30:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6388, loss_cls: 6.8493, loss: 6.8493 2025-08-09 14:36:20,833 - pyskl - INFO - Epoch [104][3400/7492] lr: 1.097e-02, eta: 2 days, 7:29:49, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6284, loss_cls: 7.0039, loss: 7.0039 2025-08-09 14:37:18,320 - pyskl - INFO - Epoch [104][3500/7492] lr: 1.096e-02, eta: 2 days, 7:28:52, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3803, top5_acc: 0.6322, loss_cls: 6.9251, loss: 6.9251 2025-08-09 14:38:15,754 - pyskl - INFO - Epoch [104][3600/7492] lr: 1.096e-02, eta: 2 days, 7:27:55, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3741, top5_acc: 0.6331, loss_cls: 6.9705, loss: 6.9705 2025-08-09 14:39:13,848 - pyskl - INFO - Epoch [104][3700/7492] lr: 1.095e-02, eta: 2 days, 7:26:58, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6484, loss_cls: 6.8751, loss: 6.8751 2025-08-09 14:40:11,148 - pyskl - INFO - Epoch [104][3800/7492] lr: 1.094e-02, eta: 2 days, 7:26:01, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6484, loss_cls: 6.9126, loss: 6.9126 2025-08-09 14:41:09,521 - pyskl - INFO - Epoch [104][3900/7492] lr: 1.094e-02, eta: 2 days, 7:25:04, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3641, top5_acc: 0.6269, loss_cls: 7.0044, loss: 7.0044 2025-08-09 14:42:07,663 - pyskl - INFO - Epoch [104][4000/7492] lr: 1.093e-02, eta: 2 days, 7:24:07, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6525, loss_cls: 6.7413, loss: 6.7413 2025-08-09 14:43:05,230 - pyskl - INFO - Epoch [104][4100/7492] lr: 1.093e-02, eta: 2 days, 7:23:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3831, top5_acc: 0.6597, loss_cls: 6.7953, loss: 6.7953 2025-08-09 14:44:03,914 - pyskl - INFO - Epoch [104][4200/7492] lr: 1.092e-02, eta: 2 days, 7:22:13, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6488, loss_cls: 6.9199, loss: 6.9199 2025-08-09 14:45:01,190 - pyskl - INFO - Epoch [104][4300/7492] lr: 1.092e-02, eta: 2 days, 7:21:16, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3878, top5_acc: 0.6456, loss_cls: 6.7739, loss: 6.7739 2025-08-09 14:45:58,845 - pyskl - INFO - Epoch [104][4400/7492] lr: 1.091e-02, eta: 2 days, 7:20:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3994, top5_acc: 0.6619, loss_cls: 6.8237, loss: 6.8237 2025-08-09 14:46:56,467 - pyskl - INFO - Epoch [104][4500/7492] lr: 1.090e-02, eta: 2 days, 7:19:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3928, top5_acc: 0.6459, loss_cls: 6.8176, loss: 6.8176 2025-08-09 14:47:54,382 - pyskl - INFO - Epoch [104][4600/7492] lr: 1.090e-02, eta: 2 days, 7:18:24, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3713, top5_acc: 0.6325, loss_cls: 6.9132, loss: 6.9132 2025-08-09 14:48:50,881 - pyskl - INFO - Epoch [104][4700/7492] lr: 1.089e-02, eta: 2 days, 7:17:27, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6347, loss_cls: 6.8604, loss: 6.8604 2025-08-09 14:49:48,555 - pyskl - INFO - Epoch [104][4800/7492] lr: 1.089e-02, eta: 2 days, 7:16:30, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6556, loss_cls: 6.7955, loss: 6.7955 2025-08-09 14:50:46,102 - pyskl - INFO - Epoch [104][4900/7492] lr: 1.088e-02, eta: 2 days, 7:15:32, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 6.9346, loss: 6.9346 2025-08-09 14:51:43,195 - pyskl - INFO - Epoch [104][5000/7492] lr: 1.088e-02, eta: 2 days, 7:14:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3709, top5_acc: 0.6409, loss_cls: 6.8661, loss: 6.8661 2025-08-09 14:52:40,055 - pyskl - INFO - Epoch [104][5100/7492] lr: 1.087e-02, eta: 2 days, 7:13:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6444, loss_cls: 6.9345, loss: 6.9345 2025-08-09 14:53:36,982 - pyskl - INFO - Epoch [104][5200/7492] lr: 1.086e-02, eta: 2 days, 7:12:40, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6456, loss_cls: 6.8866, loss: 6.8866 2025-08-09 14:54:35,548 - pyskl - INFO - Epoch [104][5300/7492] lr: 1.086e-02, eta: 2 days, 7:11:43, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6362, loss_cls: 6.8239, loss: 6.8239 2025-08-09 14:55:32,885 - pyskl - INFO - Epoch [104][5400/7492] lr: 1.085e-02, eta: 2 days, 7:10:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6403, loss_cls: 6.8574, loss: 6.8574 2025-08-09 14:56:30,610 - pyskl - INFO - Epoch [104][5500/7492] lr: 1.085e-02, eta: 2 days, 7:09:49, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6447, loss_cls: 6.8232, loss: 6.8232 2025-08-09 14:57:28,890 - pyskl - INFO - Epoch [104][5600/7492] lr: 1.084e-02, eta: 2 days, 7:08:52, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3906, top5_acc: 0.6456, loss_cls: 6.8921, loss: 6.8921 2025-08-09 14:58:26,399 - pyskl - INFO - Epoch [104][5700/7492] lr: 1.084e-02, eta: 2 days, 7:07:55, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6419, loss_cls: 6.8833, loss: 6.8833 2025-08-09 14:59:23,544 - pyskl - INFO - Epoch [104][5800/7492] lr: 1.083e-02, eta: 2 days, 7:06:58, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3747, top5_acc: 0.6375, loss_cls: 7.0119, loss: 7.0119 2025-08-09 15:00:21,268 - pyskl - INFO - Epoch [104][5900/7492] lr: 1.082e-02, eta: 2 days, 7:06:01, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3803, top5_acc: 0.6528, loss_cls: 6.8111, loss: 6.8111 2025-08-09 15:01:17,846 - pyskl - INFO - Epoch [104][6000/7492] lr: 1.082e-02, eta: 2 days, 7:05:03, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3825, top5_acc: 0.6462, loss_cls: 6.8945, loss: 6.8945 2025-08-09 15:02:14,634 - pyskl - INFO - Epoch [104][6100/7492] lr: 1.081e-02, eta: 2 days, 7:04:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6394, loss_cls: 6.8634, loss: 6.8634 2025-08-09 15:03:12,274 - pyskl - INFO - Epoch [104][6200/7492] lr: 1.081e-02, eta: 2 days, 7:03:08, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3800, top5_acc: 0.6347, loss_cls: 6.9160, loss: 6.9160 2025-08-09 15:04:09,285 - pyskl - INFO - Epoch [104][6300/7492] lr: 1.080e-02, eta: 2 days, 7:02:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3812, top5_acc: 0.6453, loss_cls: 6.8162, loss: 6.8162 2025-08-09 15:05:06,744 - pyskl - INFO - Epoch [104][6400/7492] lr: 1.079e-02, eta: 2 days, 7:01:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3812, top5_acc: 0.6475, loss_cls: 6.8306, loss: 6.8306 2025-08-09 15:06:03,254 - pyskl - INFO - Epoch [104][6500/7492] lr: 1.079e-02, eta: 2 days, 7:00:16, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3716, top5_acc: 0.6325, loss_cls: 7.0091, loss: 7.0091 2025-08-09 15:07:01,546 - pyskl - INFO - Epoch [104][6600/7492] lr: 1.078e-02, eta: 2 days, 6:59:19, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6372, loss_cls: 6.9328, loss: 6.9328 2025-08-09 15:08:00,462 - pyskl - INFO - Epoch [104][6700/7492] lr: 1.078e-02, eta: 2 days, 6:58:23, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3809, top5_acc: 0.6353, loss_cls: 6.9540, loss: 6.9540 2025-08-09 15:08:59,236 - pyskl - INFO - Epoch [104][6800/7492] lr: 1.077e-02, eta: 2 days, 6:57:26, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3925, top5_acc: 0.6497, loss_cls: 6.7790, loss: 6.7790 2025-08-09 15:09:56,521 - pyskl - INFO - Epoch [104][6900/7492] lr: 1.077e-02, eta: 2 days, 6:56:29, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3722, top5_acc: 0.6156, loss_cls: 7.0251, loss: 7.0251 2025-08-09 15:10:54,228 - pyskl - INFO - Epoch [104][7000/7492] lr: 1.076e-02, eta: 2 days, 6:55:32, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6366, loss_cls: 6.8901, loss: 6.8901 2025-08-09 15:11:50,634 - pyskl - INFO - Epoch [104][7100/7492] lr: 1.075e-02, eta: 2 days, 6:54:34, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6347, loss_cls: 6.9993, loss: 6.9993 2025-08-09 15:12:47,161 - pyskl - INFO - Epoch [104][7200/7492] lr: 1.075e-02, eta: 2 days, 6:53:36, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6541, loss_cls: 6.8911, loss: 6.8911 2025-08-09 15:13:44,406 - pyskl - INFO - Epoch [104][7300/7492] lr: 1.074e-02, eta: 2 days, 6:52:39, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3928, top5_acc: 0.6325, loss_cls: 6.9817, loss: 6.9817 2025-08-09 15:14:43,128 - pyskl - INFO - Epoch [104][7400/7492] lr: 1.074e-02, eta: 2 days, 6:51:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6472, loss_cls: 6.8658, loss: 6.8658 2025-08-09 15:15:38,774 - pyskl - INFO - Saving checkpoint at 104 epochs 2025-08-09 15:16:27,117 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 15:16:27,779 - pyskl - INFO - top1_acc 0.3364 top5_acc 0.5969 2025-08-09 15:16:27,779 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 15:16:27,821 - pyskl - INFO - mean_acc 0.3361 2025-08-09 15:16:27,834 - pyskl - INFO - Epoch(val) [104][617] top1_acc: 0.3364, top5_acc: 0.5969, mean_class_accuracy: 0.3361 2025-08-09 15:17:59,401 - pyskl - INFO - Epoch [105][100/7492] lr: 1.073e-02, eta: 2 days, 6:49:44, time: 0.916, data_time: 0.332, memory: 11068, top1_acc: 0.4069, top5_acc: 0.6691, loss_cls: 6.6292, loss: 6.6292 2025-08-09 15:18:56,677 - pyskl - INFO - Epoch [105][200/7492] lr: 1.072e-02, eta: 2 days, 6:48:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4059, top5_acc: 0.6616, loss_cls: 6.6643, loss: 6.6643 2025-08-09 15:19:54,129 - pyskl - INFO - Epoch [105][300/7492] lr: 1.072e-02, eta: 2 days, 6:47:50, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6572, loss_cls: 6.7708, loss: 6.7708 2025-08-09 15:20:51,220 - pyskl - INFO - Epoch [105][400/7492] lr: 1.071e-02, eta: 2 days, 6:46:52, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6491, loss_cls: 6.9452, loss: 6.9452 2025-08-09 15:21:48,180 - pyskl - INFO - Epoch [105][500/7492] lr: 1.070e-02, eta: 2 days, 6:45:55, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6600, loss_cls: 6.7258, loss: 6.7258 2025-08-09 15:22:45,155 - pyskl - INFO - Epoch [105][600/7492] lr: 1.070e-02, eta: 2 days, 6:44:57, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3825, top5_acc: 0.6575, loss_cls: 6.8622, loss: 6.8622 2025-08-09 15:23:42,047 - pyskl - INFO - Epoch [105][700/7492] lr: 1.069e-02, eta: 2 days, 6:44:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6472, loss_cls: 6.8227, loss: 6.8227 2025-08-09 15:24:39,834 - pyskl - INFO - Epoch [105][800/7492] lr: 1.069e-02, eta: 2 days, 6:43:03, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3694, top5_acc: 0.6438, loss_cls: 6.9730, loss: 6.9730 2025-08-09 15:25:36,370 - pyskl - INFO - Epoch [105][900/7492] lr: 1.068e-02, eta: 2 days, 6:42:05, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6528, loss_cls: 6.7924, loss: 6.7924 2025-08-09 15:26:32,586 - pyskl - INFO - Epoch [105][1000/7492] lr: 1.067e-02, eta: 2 days, 6:41:07, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.3753, top5_acc: 0.6444, loss_cls: 6.8687, loss: 6.8687 2025-08-09 15:27:29,847 - pyskl - INFO - Epoch [105][1100/7492] lr: 1.067e-02, eta: 2 days, 6:40:10, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6547, loss_cls: 6.8215, loss: 6.8215 2025-08-09 15:28:28,364 - pyskl - INFO - Epoch [105][1200/7492] lr: 1.066e-02, eta: 2 days, 6:39:13, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3897, top5_acc: 0.6534, loss_cls: 6.8133, loss: 6.8133 2025-08-09 15:29:27,187 - pyskl - INFO - Epoch [105][1300/7492] lr: 1.066e-02, eta: 2 days, 6:38:17, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.3966, top5_acc: 0.6425, loss_cls: 6.8217, loss: 6.8217 2025-08-09 15:30:25,271 - pyskl - INFO - Epoch [105][1400/7492] lr: 1.065e-02, eta: 2 days, 6:37:20, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6400, loss_cls: 6.8336, loss: 6.8336 2025-08-09 15:31:22,277 - pyskl - INFO - Epoch [105][1500/7492] lr: 1.065e-02, eta: 2 days, 6:36:22, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6356, loss_cls: 6.9011, loss: 6.9011 2025-08-09 15:32:19,773 - pyskl - INFO - Epoch [105][1600/7492] lr: 1.064e-02, eta: 2 days, 6:35:25, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3987, top5_acc: 0.6516, loss_cls: 6.7903, loss: 6.7903 2025-08-09 15:33:17,174 - pyskl - INFO - Epoch [105][1700/7492] lr: 1.063e-02, eta: 2 days, 6:34:28, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6466, loss_cls: 6.8255, loss: 6.8255 2025-08-09 15:34:15,260 - pyskl - INFO - Epoch [105][1800/7492] lr: 1.063e-02, eta: 2 days, 6:33:31, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6456, loss_cls: 6.7590, loss: 6.7590 2025-08-09 15:35:13,344 - pyskl - INFO - Epoch [105][1900/7492] lr: 1.062e-02, eta: 2 days, 6:32:34, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3856, top5_acc: 0.6456, loss_cls: 6.9010, loss: 6.9010 2025-08-09 15:36:10,984 - pyskl - INFO - Epoch [105][2000/7492] lr: 1.062e-02, eta: 2 days, 6:31:37, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 6.8274, loss: 6.8274 2025-08-09 15:37:08,659 - pyskl - INFO - Epoch [105][2100/7492] lr: 1.061e-02, eta: 2 days, 6:30:40, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3866, top5_acc: 0.6366, loss_cls: 6.9967, loss: 6.9967 2025-08-09 15:38:05,475 - pyskl - INFO - Epoch [105][2200/7492] lr: 1.061e-02, eta: 2 days, 6:29:42, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4019, top5_acc: 0.6462, loss_cls: 6.8038, loss: 6.8038 2025-08-09 15:39:02,685 - pyskl - INFO - Epoch [105][2300/7492] lr: 1.060e-02, eta: 2 days, 6:28:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3897, top5_acc: 0.6419, loss_cls: 6.8252, loss: 6.8252 2025-08-09 15:39:59,686 - pyskl - INFO - Epoch [105][2400/7492] lr: 1.059e-02, eta: 2 days, 6:27:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3981, top5_acc: 0.6550, loss_cls: 6.7884, loss: 6.7884 2025-08-09 15:40:57,657 - pyskl - INFO - Epoch [105][2500/7492] lr: 1.059e-02, eta: 2 days, 6:26:51, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4012, top5_acc: 0.6525, loss_cls: 6.7941, loss: 6.7941 2025-08-09 15:41:54,734 - pyskl - INFO - Epoch [105][2600/7492] lr: 1.058e-02, eta: 2 days, 6:25:53, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3831, top5_acc: 0.6347, loss_cls: 6.9413, loss: 6.9413 2025-08-09 15:42:51,568 - pyskl - INFO - Epoch [105][2700/7492] lr: 1.058e-02, eta: 2 days, 6:24:56, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4150, top5_acc: 0.6603, loss_cls: 6.7435, loss: 6.7435 2025-08-09 15:43:48,086 - pyskl - INFO - Epoch [105][2800/7492] lr: 1.057e-02, eta: 2 days, 6:23:58, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6450, loss_cls: 6.8553, loss: 6.8553 2025-08-09 15:44:45,882 - pyskl - INFO - Epoch [105][2900/7492] lr: 1.057e-02, eta: 2 days, 6:23:01, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3803, top5_acc: 0.6472, loss_cls: 6.7915, loss: 6.7915 2025-08-09 15:45:43,531 - pyskl - INFO - Epoch [105][3000/7492] lr: 1.056e-02, eta: 2 days, 6:22:04, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6469, loss_cls: 6.8411, loss: 6.8411 2025-08-09 15:46:41,359 - pyskl - INFO - Epoch [105][3100/7492] lr: 1.055e-02, eta: 2 days, 6:21:07, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3981, top5_acc: 0.6472, loss_cls: 6.7724, loss: 6.7724 2025-08-09 15:47:38,854 - pyskl - INFO - Epoch [105][3200/7492] lr: 1.055e-02, eta: 2 days, 6:20:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3616, top5_acc: 0.6225, loss_cls: 7.0395, loss: 7.0395 2025-08-09 15:48:36,092 - pyskl - INFO - Epoch [105][3300/7492] lr: 1.054e-02, eta: 2 days, 6:19:12, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3700, top5_acc: 0.6297, loss_cls: 6.9274, loss: 6.9274 2025-08-09 15:49:34,135 - pyskl - INFO - Epoch [105][3400/7492] lr: 1.054e-02, eta: 2 days, 6:18:15, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3869, top5_acc: 0.6381, loss_cls: 6.8506, loss: 6.8506 2025-08-09 15:50:31,149 - pyskl - INFO - Epoch [105][3500/7492] lr: 1.053e-02, eta: 2 days, 6:17:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3825, top5_acc: 0.6500, loss_cls: 6.8471, loss: 6.8471 2025-08-09 15:51:28,321 - pyskl - INFO - Epoch [105][3600/7492] lr: 1.053e-02, eta: 2 days, 6:16:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3875, top5_acc: 0.6419, loss_cls: 6.9184, loss: 6.9184 2025-08-09 15:52:25,228 - pyskl - INFO - Epoch [105][3700/7492] lr: 1.052e-02, eta: 2 days, 6:15:23, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6478, loss_cls: 6.8561, loss: 6.8561 2025-08-09 15:53:22,602 - pyskl - INFO - Epoch [105][3800/7492] lr: 1.051e-02, eta: 2 days, 6:14:26, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3978, top5_acc: 0.6400, loss_cls: 6.7925, loss: 6.7925 2025-08-09 15:54:20,049 - pyskl - INFO - Epoch [105][3900/7492] lr: 1.051e-02, eta: 2 days, 6:13:29, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6506, loss_cls: 6.8354, loss: 6.8354 2025-08-09 15:55:17,227 - pyskl - INFO - Epoch [105][4000/7492] lr: 1.050e-02, eta: 2 days, 6:12:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3825, top5_acc: 0.6441, loss_cls: 6.9570, loss: 6.9570 2025-08-09 15:56:14,553 - pyskl - INFO - Epoch [105][4100/7492] lr: 1.050e-02, eta: 2 days, 6:11:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3866, top5_acc: 0.6447, loss_cls: 6.7976, loss: 6.7976 2025-08-09 15:57:12,877 - pyskl - INFO - Epoch [105][4200/7492] lr: 1.049e-02, eta: 2 days, 6:10:37, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3850, top5_acc: 0.6525, loss_cls: 6.8178, loss: 6.8178 2025-08-09 15:58:10,355 - pyskl - INFO - Epoch [105][4300/7492] lr: 1.049e-02, eta: 2 days, 6:09:40, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6541, loss_cls: 6.8539, loss: 6.8539 2025-08-09 15:59:07,841 - pyskl - INFO - Epoch [105][4400/7492] lr: 1.048e-02, eta: 2 days, 6:08:43, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6434, loss_cls: 6.8939, loss: 6.8939 2025-08-09 16:00:05,761 - pyskl - INFO - Epoch [105][4500/7492] lr: 1.048e-02, eta: 2 days, 6:07:46, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3947, top5_acc: 0.6375, loss_cls: 6.8816, loss: 6.8816 2025-08-09 16:01:04,033 - pyskl - INFO - Epoch [105][4600/7492] lr: 1.047e-02, eta: 2 days, 6:06:49, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3878, top5_acc: 0.6559, loss_cls: 6.8356, loss: 6.8356 2025-08-09 16:02:02,157 - pyskl - INFO - Epoch [105][4700/7492] lr: 1.046e-02, eta: 2 days, 6:05:52, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3872, top5_acc: 0.6491, loss_cls: 6.8799, loss: 6.8799 2025-08-09 16:02:59,418 - pyskl - INFO - Epoch [105][4800/7492] lr: 1.046e-02, eta: 2 days, 6:04:55, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3912, top5_acc: 0.6366, loss_cls: 6.8687, loss: 6.8687 2025-08-09 16:03:56,837 - pyskl - INFO - Epoch [105][4900/7492] lr: 1.045e-02, eta: 2 days, 6:03:57, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3987, top5_acc: 0.6472, loss_cls: 6.7763, loss: 6.7763 2025-08-09 16:04:54,550 - pyskl - INFO - Epoch [105][5000/7492] lr: 1.045e-02, eta: 2 days, 6:03:00, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3787, top5_acc: 0.6400, loss_cls: 6.8214, loss: 6.8214 2025-08-09 16:05:51,784 - pyskl - INFO - Epoch [105][5100/7492] lr: 1.044e-02, eta: 2 days, 6:02:03, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6419, loss_cls: 6.7851, loss: 6.7851 2025-08-09 16:06:48,270 - pyskl - INFO - Epoch [105][5200/7492] lr: 1.044e-02, eta: 2 days, 6:01:05, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6378, loss_cls: 6.8765, loss: 6.8765 2025-08-09 16:07:44,753 - pyskl - INFO - Epoch [105][5300/7492] lr: 1.043e-02, eta: 2 days, 6:00:08, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3784, top5_acc: 0.6400, loss_cls: 6.8938, loss: 6.8938 2025-08-09 16:08:41,608 - pyskl - INFO - Epoch [105][5400/7492] lr: 1.042e-02, eta: 2 days, 5:59:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6309, loss_cls: 6.8587, loss: 6.8587 2025-08-09 16:09:39,046 - pyskl - INFO - Epoch [105][5500/7492] lr: 1.042e-02, eta: 2 days, 5:58:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3800, top5_acc: 0.6531, loss_cls: 6.8270, loss: 6.8270 2025-08-09 16:10:36,804 - pyskl - INFO - Epoch [105][5600/7492] lr: 1.041e-02, eta: 2 days, 5:57:16, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3956, top5_acc: 0.6481, loss_cls: 6.7965, loss: 6.7965 2025-08-09 16:11:34,914 - pyskl - INFO - Epoch [105][5700/7492] lr: 1.041e-02, eta: 2 days, 5:56:19, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3931, top5_acc: 0.6422, loss_cls: 6.8308, loss: 6.8308 2025-08-09 16:12:32,277 - pyskl - INFO - Epoch [105][5800/7492] lr: 1.040e-02, eta: 2 days, 5:55:22, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6478, loss_cls: 6.8506, loss: 6.8506 2025-08-09 16:13:30,189 - pyskl - INFO - Epoch [105][5900/7492] lr: 1.040e-02, eta: 2 days, 5:54:25, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3903, top5_acc: 0.6372, loss_cls: 6.8195, loss: 6.8195 2025-08-09 16:14:27,549 - pyskl - INFO - Epoch [105][6000/7492] lr: 1.039e-02, eta: 2 days, 5:53:27, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3906, top5_acc: 0.6475, loss_cls: 6.8768, loss: 6.8768 2025-08-09 16:15:24,534 - pyskl - INFO - Epoch [105][6100/7492] lr: 1.038e-02, eta: 2 days, 5:52:30, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3791, top5_acc: 0.6428, loss_cls: 6.7784, loss: 6.7784 2025-08-09 16:16:21,899 - pyskl - INFO - Epoch [105][6200/7492] lr: 1.038e-02, eta: 2 days, 5:51:33, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6309, loss_cls: 7.0266, loss: 7.0266 2025-08-09 16:17:18,901 - pyskl - INFO - Epoch [105][6300/7492] lr: 1.037e-02, eta: 2 days, 5:50:35, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3766, top5_acc: 0.6228, loss_cls: 6.9877, loss: 6.9877 2025-08-09 16:18:16,130 - pyskl - INFO - Epoch [105][6400/7492] lr: 1.037e-02, eta: 2 days, 5:49:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3934, top5_acc: 0.6559, loss_cls: 6.7763, loss: 6.7763 2025-08-09 16:19:13,945 - pyskl - INFO - Epoch [105][6500/7492] lr: 1.036e-02, eta: 2 days, 5:48:41, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3700, top5_acc: 0.6359, loss_cls: 6.9510, loss: 6.9510 2025-08-09 16:20:11,819 - pyskl - INFO - Epoch [105][6600/7492] lr: 1.036e-02, eta: 2 days, 5:47:44, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6431, loss_cls: 6.8045, loss: 6.8045 2025-08-09 16:21:08,826 - pyskl - INFO - Epoch [105][6700/7492] lr: 1.035e-02, eta: 2 days, 5:46:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6384, loss_cls: 6.9188, loss: 6.9188 2025-08-09 16:22:05,484 - pyskl - INFO - Epoch [105][6800/7492] lr: 1.034e-02, eta: 2 days, 5:45:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3747, top5_acc: 0.6356, loss_cls: 6.8821, loss: 6.8821 2025-08-09 16:23:02,443 - pyskl - INFO - Epoch [105][6900/7492] lr: 1.034e-02, eta: 2 days, 5:44:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3897, top5_acc: 0.6478, loss_cls: 6.8410, loss: 6.8410 2025-08-09 16:23:59,456 - pyskl - INFO - Epoch [105][7000/7492] lr: 1.033e-02, eta: 2 days, 5:43:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3784, top5_acc: 0.6478, loss_cls: 6.8646, loss: 6.8646 2025-08-09 16:24:57,181 - pyskl - INFO - Epoch [105][7100/7492] lr: 1.033e-02, eta: 2 days, 5:42:57, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3819, top5_acc: 0.6341, loss_cls: 6.8005, loss: 6.8005 2025-08-09 16:25:54,359 - pyskl - INFO - Epoch [105][7200/7492] lr: 1.032e-02, eta: 2 days, 5:42:00, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3828, top5_acc: 0.6347, loss_cls: 6.9013, loss: 6.9013 2025-08-09 16:26:51,910 - pyskl - INFO - Epoch [105][7300/7492] lr: 1.032e-02, eta: 2 days, 5:41:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3925, top5_acc: 0.6334, loss_cls: 6.9420, loss: 6.9420 2025-08-09 16:27:48,570 - pyskl - INFO - Epoch [105][7400/7492] lr: 1.031e-02, eta: 2 days, 5:40:05, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3906, top5_acc: 0.6431, loss_cls: 6.9038, loss: 6.9038 2025-08-09 16:28:42,399 - pyskl - INFO - Saving checkpoint at 105 epochs 2025-08-09 16:29:31,080 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 16:29:31,741 - pyskl - INFO - top1_acc 0.3351 top5_acc 0.5874 2025-08-09 16:29:31,741 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 16:29:31,797 - pyskl - INFO - mean_acc 0.3348 2025-08-09 16:29:31,810 - pyskl - INFO - Epoch(val) [105][617] top1_acc: 0.3351, top5_acc: 0.5874, mean_class_accuracy: 0.3348 2025-08-09 16:31:03,250 - pyskl - INFO - Epoch [106][100/7492] lr: 1.030e-02, eta: 2 days, 5:38:07, time: 0.914, data_time: 0.329, memory: 11068, top1_acc: 0.3972, top5_acc: 0.6481, loss_cls: 6.7437, loss: 6.7437 2025-08-09 16:31:59,983 - pyskl - INFO - Epoch [106][200/7492] lr: 1.029e-02, eta: 2 days, 5:37:09, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4022, top5_acc: 0.6516, loss_cls: 6.7457, loss: 6.7457 2025-08-09 16:32:57,457 - pyskl - INFO - Epoch [106][300/7492] lr: 1.029e-02, eta: 2 days, 5:36:12, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4109, top5_acc: 0.6634, loss_cls: 6.7346, loss: 6.7346 2025-08-09 16:33:54,309 - pyskl - INFO - Epoch [106][400/7492] lr: 1.028e-02, eta: 2 days, 5:35:15, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4022, top5_acc: 0.6628, loss_cls: 6.7494, loss: 6.7494 2025-08-09 16:34:52,029 - pyskl - INFO - Epoch [106][500/7492] lr: 1.028e-02, eta: 2 days, 5:34:18, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4050, top5_acc: 0.6587, loss_cls: 6.7184, loss: 6.7184 2025-08-09 16:35:48,583 - pyskl - INFO - Epoch [106][600/7492] lr: 1.027e-02, eta: 2 days, 5:33:20, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6637, loss_cls: 6.7423, loss: 6.7423 2025-08-09 16:36:45,743 - pyskl - INFO - Epoch [106][700/7492] lr: 1.027e-02, eta: 2 days, 5:32:23, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3928, top5_acc: 0.6572, loss_cls: 6.7157, loss: 6.7157 2025-08-09 16:37:43,149 - pyskl - INFO - Epoch [106][800/7492] lr: 1.026e-02, eta: 2 days, 5:31:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3941, top5_acc: 0.6534, loss_cls: 6.8289, loss: 6.8289 2025-08-09 16:38:40,041 - pyskl - INFO - Epoch [106][900/7492] lr: 1.025e-02, eta: 2 days, 5:30:28, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4022, top5_acc: 0.6472, loss_cls: 6.7394, loss: 6.7394 2025-08-09 16:39:36,797 - pyskl - INFO - Epoch [106][1000/7492] lr: 1.025e-02, eta: 2 days, 5:29:30, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4134, top5_acc: 0.6663, loss_cls: 6.6127, loss: 6.6127 2025-08-09 16:40:33,601 - pyskl - INFO - Epoch [106][1100/7492] lr: 1.024e-02, eta: 2 days, 5:28:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4041, top5_acc: 0.6606, loss_cls: 6.8138, loss: 6.8138 2025-08-09 16:41:30,937 - pyskl - INFO - Epoch [106][1200/7492] lr: 1.024e-02, eta: 2 days, 5:27:36, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6519, loss_cls: 6.7900, loss: 6.7900 2025-08-09 16:42:27,540 - pyskl - INFO - Epoch [106][1300/7492] lr: 1.023e-02, eta: 2 days, 5:26:38, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3950, top5_acc: 0.6553, loss_cls: 6.8352, loss: 6.8352 2025-08-09 16:43:24,862 - pyskl - INFO - Epoch [106][1400/7492] lr: 1.023e-02, eta: 2 days, 5:25:41, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3806, top5_acc: 0.6409, loss_cls: 6.8116, loss: 6.8116 2025-08-09 16:44:21,535 - pyskl - INFO - Epoch [106][1500/7492] lr: 1.022e-02, eta: 2 days, 5:24:43, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3928, top5_acc: 0.6694, loss_cls: 6.7574, loss: 6.7574 2025-08-09 16:45:18,042 - pyskl - INFO - Epoch [106][1600/7492] lr: 1.022e-02, eta: 2 days, 5:23:46, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6453, loss_cls: 6.8439, loss: 6.8439 2025-08-09 16:46:15,093 - pyskl - INFO - Epoch [106][1700/7492] lr: 1.021e-02, eta: 2 days, 5:22:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4044, top5_acc: 0.6591, loss_cls: 6.7483, loss: 6.7483 2025-08-09 16:47:11,611 - pyskl - INFO - Epoch [106][1800/7492] lr: 1.020e-02, eta: 2 days, 5:21:51, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4184, top5_acc: 0.6550, loss_cls: 6.7027, loss: 6.7027 2025-08-09 16:48:09,036 - pyskl - INFO - Epoch [106][1900/7492] lr: 1.020e-02, eta: 2 days, 5:20:53, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3866, top5_acc: 0.6409, loss_cls: 6.8139, loss: 6.8139 2025-08-09 16:49:06,713 - pyskl - INFO - Epoch [106][2000/7492] lr: 1.019e-02, eta: 2 days, 5:19:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6256, loss_cls: 6.8954, loss: 6.8954 2025-08-09 16:50:04,011 - pyskl - INFO - Epoch [106][2100/7492] lr: 1.019e-02, eta: 2 days, 5:18:59, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4000, top5_acc: 0.6462, loss_cls: 6.7775, loss: 6.7775 2025-08-09 16:51:01,988 - pyskl - INFO - Epoch [106][2200/7492] lr: 1.018e-02, eta: 2 days, 5:18:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3794, top5_acc: 0.6403, loss_cls: 6.8077, loss: 6.8077 2025-08-09 16:51:59,531 - pyskl - INFO - Epoch [106][2300/7492] lr: 1.018e-02, eta: 2 days, 5:17:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3678, top5_acc: 0.6344, loss_cls: 6.9225, loss: 6.9225 2025-08-09 16:52:56,672 - pyskl - INFO - Epoch [106][2400/7492] lr: 1.017e-02, eta: 2 days, 5:16:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3869, top5_acc: 0.6572, loss_cls: 6.7945, loss: 6.7945 2025-08-09 16:53:53,552 - pyskl - INFO - Epoch [106][2500/7492] lr: 1.016e-02, eta: 2 days, 5:15:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3869, top5_acc: 0.6516, loss_cls: 6.8514, loss: 6.8514 2025-08-09 16:54:50,503 - pyskl - INFO - Epoch [106][2600/7492] lr: 1.016e-02, eta: 2 days, 5:14:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3875, top5_acc: 0.6388, loss_cls: 6.8988, loss: 6.8988 2025-08-09 16:55:47,187 - pyskl - INFO - Epoch [106][2700/7492] lr: 1.015e-02, eta: 2 days, 5:13:15, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3869, top5_acc: 0.6403, loss_cls: 6.9123, loss: 6.9123 2025-08-09 16:56:44,482 - pyskl - INFO - Epoch [106][2800/7492] lr: 1.015e-02, eta: 2 days, 5:12:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4022, top5_acc: 0.6538, loss_cls: 6.7455, loss: 6.7455 2025-08-09 16:57:43,055 - pyskl - INFO - Epoch [106][2900/7492] lr: 1.014e-02, eta: 2 days, 5:11:21, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3850, top5_acc: 0.6381, loss_cls: 6.8234, loss: 6.8234 2025-08-09 16:58:40,911 - pyskl - INFO - Epoch [106][3000/7492] lr: 1.014e-02, eta: 2 days, 5:10:24, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6328, loss_cls: 6.8839, loss: 6.8839 2025-08-09 16:59:37,877 - pyskl - INFO - Epoch [106][3100/7492] lr: 1.013e-02, eta: 2 days, 5:09:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6497, loss_cls: 6.8655, loss: 6.8655 2025-08-09 17:00:34,440 - pyskl - INFO - Epoch [106][3200/7492] lr: 1.013e-02, eta: 2 days, 5:08:29, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3931, top5_acc: 0.6519, loss_cls: 6.7683, loss: 6.7683 2025-08-09 17:01:31,492 - pyskl - INFO - Epoch [106][3300/7492] lr: 1.012e-02, eta: 2 days, 5:07:31, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6541, loss_cls: 6.8349, loss: 6.8349 2025-08-09 17:02:29,062 - pyskl - INFO - Epoch [106][3400/7492] lr: 1.011e-02, eta: 2 days, 5:06:34, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6509, loss_cls: 6.7374, loss: 6.7374 2025-08-09 17:03:26,538 - pyskl - INFO - Epoch [106][3500/7492] lr: 1.011e-02, eta: 2 days, 5:05:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4122, top5_acc: 0.6681, loss_cls: 6.6770, loss: 6.6770 2025-08-09 17:04:23,997 - pyskl - INFO - Epoch [106][3600/7492] lr: 1.010e-02, eta: 2 days, 5:04:40, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6547, loss_cls: 6.7988, loss: 6.7988 2025-08-09 17:05:20,512 - pyskl - INFO - Epoch [106][3700/7492] lr: 1.010e-02, eta: 2 days, 5:03:42, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3903, top5_acc: 0.6462, loss_cls: 6.8388, loss: 6.8388 2025-08-09 17:06:17,748 - pyskl - INFO - Epoch [106][3800/7492] lr: 1.009e-02, eta: 2 days, 5:02:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6453, loss_cls: 6.8443, loss: 6.8443 2025-08-09 17:07:15,423 - pyskl - INFO - Epoch [106][3900/7492] lr: 1.009e-02, eta: 2 days, 5:01:48, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6469, loss_cls: 6.8247, loss: 6.8247 2025-08-09 17:08:13,079 - pyskl - INFO - Epoch [106][4000/7492] lr: 1.008e-02, eta: 2 days, 5:00:51, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3903, top5_acc: 0.6331, loss_cls: 6.8549, loss: 6.8549 2025-08-09 17:09:11,161 - pyskl - INFO - Epoch [106][4100/7492] lr: 1.007e-02, eta: 2 days, 4:59:54, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6431, loss_cls: 6.8029, loss: 6.8029 2025-08-09 17:10:09,212 - pyskl - INFO - Epoch [106][4200/7492] lr: 1.007e-02, eta: 2 days, 4:58:57, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3909, top5_acc: 0.6500, loss_cls: 6.8206, loss: 6.8206 2025-08-09 17:11:07,339 - pyskl - INFO - Epoch [106][4300/7492] lr: 1.006e-02, eta: 2 days, 4:58:00, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6509, loss_cls: 6.8051, loss: 6.8051 2025-08-09 17:12:04,709 - pyskl - INFO - Epoch [106][4400/7492] lr: 1.006e-02, eta: 2 days, 4:57:03, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6456, loss_cls: 6.8208, loss: 6.8208 2025-08-09 17:13:03,341 - pyskl - INFO - Epoch [106][4500/7492] lr: 1.005e-02, eta: 2 days, 4:56:06, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3897, top5_acc: 0.6472, loss_cls: 6.7834, loss: 6.7834 2025-08-09 17:14:00,009 - pyskl - INFO - Epoch [106][4600/7492] lr: 1.005e-02, eta: 2 days, 4:55:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 6.8077, loss: 6.8077 2025-08-09 17:14:57,655 - pyskl - INFO - Epoch [106][4700/7492] lr: 1.004e-02, eta: 2 days, 4:54:11, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3956, top5_acc: 0.6397, loss_cls: 6.7694, loss: 6.7694 2025-08-09 17:15:55,134 - pyskl - INFO - Epoch [106][4800/7492] lr: 1.004e-02, eta: 2 days, 4:53:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4097, top5_acc: 0.6716, loss_cls: 6.6920, loss: 6.6920 2025-08-09 17:16:52,635 - pyskl - INFO - Epoch [106][4900/7492] lr: 1.003e-02, eta: 2 days, 4:52:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3759, top5_acc: 0.6506, loss_cls: 6.8013, loss: 6.8013 2025-08-09 17:17:50,349 - pyskl - INFO - Epoch [106][5000/7492] lr: 1.002e-02, eta: 2 days, 4:51:20, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6481, loss_cls: 6.7762, loss: 6.7762 2025-08-09 17:18:48,670 - pyskl - INFO - Epoch [106][5100/7492] lr: 1.002e-02, eta: 2 days, 4:50:23, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4056, top5_acc: 0.6544, loss_cls: 6.6884, loss: 6.6884 2025-08-09 17:19:46,783 - pyskl - INFO - Epoch [106][5200/7492] lr: 1.001e-02, eta: 2 days, 4:49:26, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6506, loss_cls: 6.7924, loss: 6.7924 2025-08-09 17:20:44,096 - pyskl - INFO - Epoch [106][5300/7492] lr: 1.001e-02, eta: 2 days, 4:48:29, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3928, top5_acc: 0.6419, loss_cls: 6.8181, loss: 6.8181 2025-08-09 17:21:42,762 - pyskl - INFO - Epoch [106][5400/7492] lr: 1.000e-02, eta: 2 days, 4:47:32, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6422, loss_cls: 6.9176, loss: 6.9176 2025-08-09 17:22:41,325 - pyskl - INFO - Epoch [106][5500/7492] lr: 9.996e-03, eta: 2 days, 4:46:35, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3859, top5_acc: 0.6416, loss_cls: 6.7467, loss: 6.7467 2025-08-09 17:23:38,871 - pyskl - INFO - Epoch [106][5600/7492] lr: 9.991e-03, eta: 2 days, 4:45:38, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3722, top5_acc: 0.6384, loss_cls: 6.9368, loss: 6.9368 2025-08-09 17:24:36,424 - pyskl - INFO - Epoch [106][5700/7492] lr: 9.985e-03, eta: 2 days, 4:44:41, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3969, top5_acc: 0.6447, loss_cls: 6.8775, loss: 6.8775 2025-08-09 17:25:34,232 - pyskl - INFO - Epoch [106][5800/7492] lr: 9.979e-03, eta: 2 days, 4:43:44, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6350, loss_cls: 6.8330, loss: 6.8330 2025-08-09 17:26:30,837 - pyskl - INFO - Epoch [106][5900/7492] lr: 9.974e-03, eta: 2 days, 4:42:46, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 6.9041, loss: 6.9041 2025-08-09 17:27:28,041 - pyskl - INFO - Epoch [106][6000/7492] lr: 9.968e-03, eta: 2 days, 4:41:49, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6466, loss_cls: 6.8922, loss: 6.8922 2025-08-09 17:28:25,027 - pyskl - INFO - Epoch [106][6100/7492] lr: 9.963e-03, eta: 2 days, 4:40:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6394, loss_cls: 6.8631, loss: 6.8631 2025-08-09 17:29:22,000 - pyskl - INFO - Epoch [106][6200/7492] lr: 9.957e-03, eta: 2 days, 4:39:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3891, top5_acc: 0.6481, loss_cls: 6.7788, loss: 6.7788 2025-08-09 17:30:18,793 - pyskl - INFO - Epoch [106][6300/7492] lr: 9.952e-03, eta: 2 days, 4:38:56, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3934, top5_acc: 0.6472, loss_cls: 6.8746, loss: 6.8746 2025-08-09 17:31:16,915 - pyskl - INFO - Epoch [106][6400/7492] lr: 9.946e-03, eta: 2 days, 4:37:59, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6613, loss_cls: 6.7477, loss: 6.7477 2025-08-09 17:32:15,325 - pyskl - INFO - Epoch [106][6500/7492] lr: 9.940e-03, eta: 2 days, 4:37:03, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3928, top5_acc: 0.6397, loss_cls: 6.8453, loss: 6.8453 2025-08-09 17:33:12,891 - pyskl - INFO - Epoch [106][6600/7492] lr: 9.935e-03, eta: 2 days, 4:36:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3934, top5_acc: 0.6500, loss_cls: 6.8247, loss: 6.8247 2025-08-09 17:34:11,231 - pyskl - INFO - Epoch [106][6700/7492] lr: 9.929e-03, eta: 2 days, 4:35:09, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 6.7803, loss: 6.7803 2025-08-09 17:35:08,997 - pyskl - INFO - Epoch [106][6800/7492] lr: 9.924e-03, eta: 2 days, 4:34:12, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6469, loss_cls: 6.8180, loss: 6.8180 2025-08-09 17:36:07,342 - pyskl - INFO - Epoch [106][6900/7492] lr: 9.918e-03, eta: 2 days, 4:33:15, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6462, loss_cls: 6.8206, loss: 6.8206 2025-08-09 17:37:05,995 - pyskl - INFO - Epoch [106][7000/7492] lr: 9.912e-03, eta: 2 days, 4:32:18, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3831, top5_acc: 0.6491, loss_cls: 6.8742, loss: 6.8742 2025-08-09 17:38:04,166 - pyskl - INFO - Epoch [106][7100/7492] lr: 9.907e-03, eta: 2 days, 4:31:21, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3975, top5_acc: 0.6556, loss_cls: 6.8211, loss: 6.8211 2025-08-09 17:39:00,673 - pyskl - INFO - Epoch [106][7200/7492] lr: 9.901e-03, eta: 2 days, 4:30:23, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3731, top5_acc: 0.6278, loss_cls: 7.0166, loss: 7.0166 2025-08-09 17:39:58,620 - pyskl - INFO - Epoch [106][7300/7492] lr: 9.896e-03, eta: 2 days, 4:29:26, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6422, loss_cls: 6.8106, loss: 6.8106 2025-08-09 17:40:55,412 - pyskl - INFO - Epoch [106][7400/7492] lr: 9.890e-03, eta: 2 days, 4:28:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3934, top5_acc: 0.6512, loss_cls: 6.8078, loss: 6.8078 2025-08-09 17:41:50,629 - pyskl - INFO - Saving checkpoint at 106 epochs 2025-08-09 17:42:40,911 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 17:42:41,583 - pyskl - INFO - top1_acc 0.3446 top5_acc 0.6039 2025-08-09 17:42:41,583 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 17:42:41,635 - pyskl - INFO - mean_acc 0.3443 2025-08-09 17:42:41,708 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_100.pth was removed 2025-08-09 17:42:43,301 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_106.pth. 2025-08-09 17:42:43,303 - pyskl - INFO - Best top1_acc is 0.3446 at 106 epoch. 2025-08-09 17:42:43,332 - pyskl - INFO - Epoch(val) [106][617] top1_acc: 0.3446, top5_acc: 0.6039, mean_class_accuracy: 0.3443 2025-08-09 17:44:14,737 - pyskl - INFO - Epoch [107][100/7492] lr: 9.880e-03, eta: 2 days, 4:26:31, time: 0.914, data_time: 0.339, memory: 11068, top1_acc: 0.4009, top5_acc: 0.6613, loss_cls: 6.6800, loss: 6.6800 2025-08-09 17:45:12,208 - pyskl - INFO - Epoch [107][200/7492] lr: 9.874e-03, eta: 2 days, 4:25:34, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4191, top5_acc: 0.6784, loss_cls: 6.6397, loss: 6.6397 2025-08-09 17:46:10,317 - pyskl - INFO - Epoch [107][300/7492] lr: 9.868e-03, eta: 2 days, 4:24:37, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4066, top5_acc: 0.6719, loss_cls: 6.6927, loss: 6.6927 2025-08-09 17:47:08,352 - pyskl - INFO - Epoch [107][400/7492] lr: 9.863e-03, eta: 2 days, 4:23:40, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6494, loss_cls: 6.7463, loss: 6.7463 2025-08-09 17:48:05,835 - pyskl - INFO - Epoch [107][500/7492] lr: 9.857e-03, eta: 2 days, 4:22:43, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3872, top5_acc: 0.6438, loss_cls: 6.8291, loss: 6.8291 2025-08-09 17:49:02,522 - pyskl - INFO - Epoch [107][600/7492] lr: 9.852e-03, eta: 2 days, 4:21:45, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4159, top5_acc: 0.6750, loss_cls: 6.7437, loss: 6.7437 2025-08-09 17:49:59,981 - pyskl - INFO - Epoch [107][700/7492] lr: 9.846e-03, eta: 2 days, 4:20:48, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3950, top5_acc: 0.6550, loss_cls: 6.8097, loss: 6.8097 2025-08-09 17:50:57,302 - pyskl - INFO - Epoch [107][800/7492] lr: 9.841e-03, eta: 2 days, 4:19:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4025, top5_acc: 0.6594, loss_cls: 6.7276, loss: 6.7276 2025-08-09 17:51:55,449 - pyskl - INFO - Epoch [107][900/7492] lr: 9.835e-03, eta: 2 days, 4:18:54, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3906, top5_acc: 0.6553, loss_cls: 6.8211, loss: 6.8211 2025-08-09 17:52:53,500 - pyskl - INFO - Epoch [107][1000/7492] lr: 9.829e-03, eta: 2 days, 4:17:57, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6500, loss_cls: 6.7994, loss: 6.7994 2025-08-09 17:53:51,440 - pyskl - INFO - Epoch [107][1100/7492] lr: 9.824e-03, eta: 2 days, 4:17:00, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3962, top5_acc: 0.6622, loss_cls: 6.7545, loss: 6.7545 2025-08-09 17:54:48,495 - pyskl - INFO - Epoch [107][1200/7492] lr: 9.818e-03, eta: 2 days, 4:16:02, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3909, top5_acc: 0.6637, loss_cls: 6.7069, loss: 6.7069 2025-08-09 17:55:46,664 - pyskl - INFO - Epoch [107][1300/7492] lr: 9.813e-03, eta: 2 days, 4:15:06, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3975, top5_acc: 0.6506, loss_cls: 6.7995, loss: 6.7995 2025-08-09 17:56:44,326 - pyskl - INFO - Epoch [107][1400/7492] lr: 9.807e-03, eta: 2 days, 4:14:08, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4037, top5_acc: 0.6706, loss_cls: 6.7203, loss: 6.7203 2025-08-09 17:57:42,486 - pyskl - INFO - Epoch [107][1500/7492] lr: 9.802e-03, eta: 2 days, 4:13:12, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3869, top5_acc: 0.6538, loss_cls: 6.7725, loss: 6.7725 2025-08-09 17:58:39,796 - pyskl - INFO - Epoch [107][1600/7492] lr: 9.796e-03, eta: 2 days, 4:12:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4134, top5_acc: 0.6600, loss_cls: 6.7544, loss: 6.7544 2025-08-09 17:59:36,806 - pyskl - INFO - Epoch [107][1700/7492] lr: 9.791e-03, eta: 2 days, 4:11:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4041, top5_acc: 0.6572, loss_cls: 6.6928, loss: 6.6928 2025-08-09 18:00:34,565 - pyskl - INFO - Epoch [107][1800/7492] lr: 9.785e-03, eta: 2 days, 4:10:20, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6556, loss_cls: 6.6970, loss: 6.6970 2025-08-09 18:01:32,129 - pyskl - INFO - Epoch [107][1900/7492] lr: 9.780e-03, eta: 2 days, 4:09:23, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4022, top5_acc: 0.6575, loss_cls: 6.7717, loss: 6.7717 2025-08-09 18:02:29,530 - pyskl - INFO - Epoch [107][2000/7492] lr: 9.774e-03, eta: 2 days, 4:08:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3931, top5_acc: 0.6544, loss_cls: 6.7336, loss: 6.7336 2025-08-09 18:03:27,690 - pyskl - INFO - Epoch [107][2100/7492] lr: 9.768e-03, eta: 2 days, 4:07:28, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3962, top5_acc: 0.6547, loss_cls: 6.7562, loss: 6.7562 2025-08-09 18:04:25,705 - pyskl - INFO - Epoch [107][2200/7492] lr: 9.763e-03, eta: 2 days, 4:06:31, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6450, loss_cls: 6.7971, loss: 6.7971 2025-08-09 18:05:22,880 - pyskl - INFO - Epoch [107][2300/7492] lr: 9.757e-03, eta: 2 days, 4:05:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3834, top5_acc: 0.6400, loss_cls: 6.8166, loss: 6.8166 2025-08-09 18:06:21,785 - pyskl - INFO - Epoch [107][2400/7492] lr: 9.752e-03, eta: 2 days, 4:04:37, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4012, top5_acc: 0.6669, loss_cls: 6.6676, loss: 6.6676 2025-08-09 18:07:18,754 - pyskl - INFO - Epoch [107][2500/7492] lr: 9.746e-03, eta: 2 days, 4:03:40, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6528, loss_cls: 6.8737, loss: 6.8737 2025-08-09 18:08:15,473 - pyskl - INFO - Epoch [107][2600/7492] lr: 9.741e-03, eta: 2 days, 4:02:42, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4031, top5_acc: 0.6687, loss_cls: 6.7918, loss: 6.7918 2025-08-09 18:09:12,803 - pyskl - INFO - Epoch [107][2700/7492] lr: 9.735e-03, eta: 2 days, 4:01:45, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3822, top5_acc: 0.6391, loss_cls: 6.9160, loss: 6.9160 2025-08-09 18:10:09,936 - pyskl - INFO - Epoch [107][2800/7492] lr: 9.730e-03, eta: 2 days, 4:00:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3966, top5_acc: 0.6531, loss_cls: 6.7279, loss: 6.7279 2025-08-09 18:11:07,187 - pyskl - INFO - Epoch [107][2900/7492] lr: 9.724e-03, eta: 2 days, 3:59:51, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3853, top5_acc: 0.6453, loss_cls: 6.7493, loss: 6.7493 2025-08-09 18:12:03,741 - pyskl - INFO - Epoch [107][3000/7492] lr: 9.719e-03, eta: 2 days, 3:58:53, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3841, top5_acc: 0.6403, loss_cls: 6.8450, loss: 6.8450 2025-08-09 18:13:00,419 - pyskl - INFO - Epoch [107][3100/7492] lr: 9.713e-03, eta: 2 days, 3:57:55, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3925, top5_acc: 0.6491, loss_cls: 6.8192, loss: 6.8192 2025-08-09 18:13:58,963 - pyskl - INFO - Epoch [107][3200/7492] lr: 9.708e-03, eta: 2 days, 3:56:59, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3844, top5_acc: 0.6587, loss_cls: 6.8344, loss: 6.8344 2025-08-09 18:14:56,974 - pyskl - INFO - Epoch [107][3300/7492] lr: 9.702e-03, eta: 2 days, 3:56:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 6.7745, loss: 6.7745 2025-08-09 18:15:54,122 - pyskl - INFO - Epoch [107][3400/7492] lr: 9.696e-03, eta: 2 days, 3:55:04, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3962, top5_acc: 0.6478, loss_cls: 6.8153, loss: 6.8153 2025-08-09 18:16:51,561 - pyskl - INFO - Epoch [107][3500/7492] lr: 9.691e-03, eta: 2 days, 3:54:07, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6575, loss_cls: 6.7835, loss: 6.7835 2025-08-09 18:17:49,681 - pyskl - INFO - Epoch [107][3600/7492] lr: 9.685e-03, eta: 2 days, 3:53:10, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4019, top5_acc: 0.6553, loss_cls: 6.7341, loss: 6.7341 2025-08-09 18:18:48,059 - pyskl - INFO - Epoch [107][3700/7492] lr: 9.680e-03, eta: 2 days, 3:52:13, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4069, top5_acc: 0.6594, loss_cls: 6.7182, loss: 6.7182 2025-08-09 18:19:45,669 - pyskl - INFO - Epoch [107][3800/7492] lr: 9.674e-03, eta: 2 days, 3:51:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3959, top5_acc: 0.6538, loss_cls: 6.8057, loss: 6.8057 2025-08-09 18:20:43,881 - pyskl - INFO - Epoch [107][3900/7492] lr: 9.669e-03, eta: 2 days, 3:50:19, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3869, top5_acc: 0.6538, loss_cls: 6.8519, loss: 6.8519 2025-08-09 18:21:41,551 - pyskl - INFO - Epoch [107][4000/7492] lr: 9.663e-03, eta: 2 days, 3:49:22, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6553, loss_cls: 6.7987, loss: 6.7987 2025-08-09 18:22:38,588 - pyskl - INFO - Epoch [107][4100/7492] lr: 9.658e-03, eta: 2 days, 3:48:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3837, top5_acc: 0.6450, loss_cls: 6.8090, loss: 6.8090 2025-08-09 18:23:37,208 - pyskl - INFO - Epoch [107][4200/7492] lr: 9.652e-03, eta: 2 days, 3:47:28, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3972, top5_acc: 0.6491, loss_cls: 6.7320, loss: 6.7320 2025-08-09 18:24:34,615 - pyskl - INFO - Epoch [107][4300/7492] lr: 9.647e-03, eta: 2 days, 3:46:31, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4009, top5_acc: 0.6603, loss_cls: 6.7782, loss: 6.7782 2025-08-09 18:25:31,188 - pyskl - INFO - Epoch [107][4400/7492] lr: 9.641e-03, eta: 2 days, 3:45:33, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3987, top5_acc: 0.6575, loss_cls: 6.7617, loss: 6.7617 2025-08-09 18:26:28,350 - pyskl - INFO - Epoch [107][4500/7492] lr: 9.636e-03, eta: 2 days, 3:44:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6572, loss_cls: 6.8612, loss: 6.8612 2025-08-09 18:27:25,132 - pyskl - INFO - Epoch [107][4600/7492] lr: 9.630e-03, eta: 2 days, 3:43:38, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3994, top5_acc: 0.6506, loss_cls: 6.8212, loss: 6.8212 2025-08-09 18:28:21,988 - pyskl - INFO - Epoch [107][4700/7492] lr: 9.625e-03, eta: 2 days, 3:42:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3769, top5_acc: 0.6497, loss_cls: 6.8275, loss: 6.8275 2025-08-09 18:29:18,950 - pyskl - INFO - Epoch [107][4800/7492] lr: 9.619e-03, eta: 2 days, 3:41:43, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6469, loss_cls: 6.9137, loss: 6.9137 2025-08-09 18:30:17,057 - pyskl - INFO - Epoch [107][4900/7492] lr: 9.614e-03, eta: 2 days, 3:40:46, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3969, top5_acc: 0.6559, loss_cls: 6.7504, loss: 6.7504 2025-08-09 18:31:13,453 - pyskl - INFO - Epoch [107][5000/7492] lr: 9.608e-03, eta: 2 days, 3:39:49, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3984, top5_acc: 0.6575, loss_cls: 6.7185, loss: 6.7185 2025-08-09 18:32:10,617 - pyskl - INFO - Epoch [107][5100/7492] lr: 9.603e-03, eta: 2 days, 3:38:51, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6512, loss_cls: 6.7654, loss: 6.7654 2025-08-09 18:33:08,161 - pyskl - INFO - Epoch [107][5200/7492] lr: 9.597e-03, eta: 2 days, 3:37:54, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3987, top5_acc: 0.6631, loss_cls: 6.7589, loss: 6.7589 2025-08-09 18:34:05,281 - pyskl - INFO - Epoch [107][5300/7492] lr: 9.592e-03, eta: 2 days, 3:36:57, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4003, top5_acc: 0.6641, loss_cls: 6.7084, loss: 6.7084 2025-08-09 18:35:03,465 - pyskl - INFO - Epoch [107][5400/7492] lr: 9.586e-03, eta: 2 days, 3:36:00, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3950, top5_acc: 0.6500, loss_cls: 6.7945, loss: 6.7945 2025-08-09 18:36:02,195 - pyskl - INFO - Epoch [107][5500/7492] lr: 9.581e-03, eta: 2 days, 3:35:03, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 6.7810, loss: 6.7810 2025-08-09 18:37:00,860 - pyskl - INFO - Epoch [107][5600/7492] lr: 9.575e-03, eta: 2 days, 3:34:07, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3941, top5_acc: 0.6347, loss_cls: 6.8333, loss: 6.8333 2025-08-09 18:37:58,403 - pyskl - INFO - Epoch [107][5700/7492] lr: 9.570e-03, eta: 2 days, 3:33:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3903, top5_acc: 0.6541, loss_cls: 6.8222, loss: 6.8222 2025-08-09 18:38:55,596 - pyskl - INFO - Epoch [107][5800/7492] lr: 9.564e-03, eta: 2 days, 3:32:12, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6538, loss_cls: 6.8146, loss: 6.8146 2025-08-09 18:39:53,681 - pyskl - INFO - Epoch [107][5900/7492] lr: 9.559e-03, eta: 2 days, 3:31:15, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6497, loss_cls: 6.7377, loss: 6.7377 2025-08-09 18:40:51,269 - pyskl - INFO - Epoch [107][6000/7492] lr: 9.553e-03, eta: 2 days, 3:30:18, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3878, top5_acc: 0.6378, loss_cls: 6.8959, loss: 6.8959 2025-08-09 18:41:48,913 - pyskl - INFO - Epoch [107][6100/7492] lr: 9.548e-03, eta: 2 days, 3:29:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3819, top5_acc: 0.6412, loss_cls: 6.9197, loss: 6.9197 2025-08-09 18:42:45,958 - pyskl - INFO - Epoch [107][6200/7492] lr: 9.542e-03, eta: 2 days, 3:28:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6406, loss_cls: 6.8291, loss: 6.8291 2025-08-09 18:43:43,851 - pyskl - INFO - Epoch [107][6300/7492] lr: 9.537e-03, eta: 2 days, 3:27:26, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3866, top5_acc: 0.6491, loss_cls: 6.8641, loss: 6.8641 2025-08-09 18:44:41,418 - pyskl - INFO - Epoch [107][6400/7492] lr: 9.531e-03, eta: 2 days, 3:26:29, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6322, loss_cls: 6.8771, loss: 6.8771 2025-08-09 18:45:37,933 - pyskl - INFO - Epoch [107][6500/7492] lr: 9.526e-03, eta: 2 days, 3:25:31, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4084, top5_acc: 0.6528, loss_cls: 6.7183, loss: 6.7183 2025-08-09 18:46:34,875 - pyskl - INFO - Epoch [107][6600/7492] lr: 9.520e-03, eta: 2 days, 3:24:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6728, loss_cls: 6.5805, loss: 6.5805 2025-08-09 18:47:32,908 - pyskl - INFO - Epoch [107][6700/7492] lr: 9.515e-03, eta: 2 days, 3:23:37, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3775, top5_acc: 0.6322, loss_cls: 6.9135, loss: 6.9135 2025-08-09 18:48:31,076 - pyskl - INFO - Epoch [107][6800/7492] lr: 9.509e-03, eta: 2 days, 3:22:40, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6488, loss_cls: 6.7959, loss: 6.7959 2025-08-09 18:49:29,788 - pyskl - INFO - Epoch [107][6900/7492] lr: 9.504e-03, eta: 2 days, 3:21:43, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3719, top5_acc: 0.6294, loss_cls: 6.9594, loss: 6.9594 2025-08-09 18:50:28,066 - pyskl - INFO - Epoch [107][7000/7492] lr: 9.498e-03, eta: 2 days, 3:20:47, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3809, top5_acc: 0.6469, loss_cls: 6.8474, loss: 6.8474 2025-08-09 18:51:25,919 - pyskl - INFO - Epoch [107][7100/7492] lr: 9.493e-03, eta: 2 days, 3:19:49, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3809, top5_acc: 0.6372, loss_cls: 6.8330, loss: 6.8330 2025-08-09 18:52:22,949 - pyskl - INFO - Epoch [107][7200/7492] lr: 9.487e-03, eta: 2 days, 3:18:52, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3966, top5_acc: 0.6512, loss_cls: 6.7418, loss: 6.7418 2025-08-09 18:53:21,181 - pyskl - INFO - Epoch [107][7300/7492] lr: 9.482e-03, eta: 2 days, 3:17:55, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6462, loss_cls: 6.8853, loss: 6.8853 2025-08-09 18:54:19,572 - pyskl - INFO - Epoch [107][7400/7492] lr: 9.476e-03, eta: 2 days, 3:16:58, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4113, top5_acc: 0.6616, loss_cls: 6.7549, loss: 6.7549 2025-08-09 18:55:14,335 - pyskl - INFO - Saving checkpoint at 107 epochs 2025-08-09 18:56:03,666 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 18:56:04,371 - pyskl - INFO - top1_acc 0.3540 top5_acc 0.6042 2025-08-09 18:56:04,371 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 18:56:04,431 - pyskl - INFO - mean_acc 0.3537 2025-08-09 18:56:04,506 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_106.pth was removed 2025-08-09 18:56:06,120 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_107.pth. 2025-08-09 18:56:06,121 - pyskl - INFO - Best top1_acc is 0.3540 at 107 epoch. 2025-08-09 18:56:06,136 - pyskl - INFO - Epoch(val) [107][617] top1_acc: 0.3540, top5_acc: 0.6042, mean_class_accuracy: 0.3537 2025-08-09 18:57:36,184 - pyskl - INFO - Epoch [108][100/7492] lr: 9.466e-03, eta: 2 days, 3:15:00, time: 0.900, data_time: 0.335, memory: 11068, top1_acc: 0.4131, top5_acc: 0.6669, loss_cls: 6.6391, loss: 6.6391 2025-08-09 18:58:33,051 - pyskl - INFO - Epoch [108][200/7492] lr: 9.460e-03, eta: 2 days, 3:14:03, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4128, top5_acc: 0.6616, loss_cls: 6.6849, loss: 6.6849 2025-08-09 18:59:29,632 - pyskl - INFO - Epoch [108][300/7492] lr: 9.455e-03, eta: 2 days, 3:13:05, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4044, top5_acc: 0.6553, loss_cls: 6.5952, loss: 6.5952 2025-08-09 19:00:27,033 - pyskl - INFO - Epoch [108][400/7492] lr: 9.449e-03, eta: 2 days, 3:12:08, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4188, top5_acc: 0.6722, loss_cls: 6.6298, loss: 6.6298 2025-08-09 19:01:23,991 - pyskl - INFO - Epoch [108][500/7492] lr: 9.444e-03, eta: 2 days, 3:11:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4122, top5_acc: 0.6694, loss_cls: 6.7225, loss: 6.7225 2025-08-09 19:02:21,330 - pyskl - INFO - Epoch [108][600/7492] lr: 9.439e-03, eta: 2 days, 3:10:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6628, loss_cls: 6.7241, loss: 6.7241 2025-08-09 19:03:19,525 - pyskl - INFO - Epoch [108][700/7492] lr: 9.433e-03, eta: 2 days, 3:09:16, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3912, top5_acc: 0.6528, loss_cls: 6.7124, loss: 6.7124 2025-08-09 19:04:17,599 - pyskl - INFO - Epoch [108][800/7492] lr: 9.428e-03, eta: 2 days, 3:08:19, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6550, loss_cls: 6.8143, loss: 6.8143 2025-08-09 19:05:15,366 - pyskl - INFO - Epoch [108][900/7492] lr: 9.422e-03, eta: 2 days, 3:07:22, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4034, top5_acc: 0.6591, loss_cls: 6.6535, loss: 6.6535 2025-08-09 19:06:11,709 - pyskl - INFO - Epoch [108][1000/7492] lr: 9.417e-03, eta: 2 days, 3:06:25, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.4056, top5_acc: 0.6531, loss_cls: 6.8185, loss: 6.8185 2025-08-09 19:07:08,985 - pyskl - INFO - Epoch [108][1100/7492] lr: 9.411e-03, eta: 2 days, 3:05:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4041, top5_acc: 0.6481, loss_cls: 6.7508, loss: 6.7508 2025-08-09 19:08:07,545 - pyskl - INFO - Epoch [108][1200/7492] lr: 9.406e-03, eta: 2 days, 3:04:31, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6544, loss_cls: 6.7380, loss: 6.7380 2025-08-09 19:09:05,455 - pyskl - INFO - Epoch [108][1300/7492] lr: 9.400e-03, eta: 2 days, 3:03:34, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4019, top5_acc: 0.6553, loss_cls: 6.7521, loss: 6.7521 2025-08-09 19:10:03,176 - pyskl - INFO - Epoch [108][1400/7492] lr: 9.395e-03, eta: 2 days, 3:02:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 6.7676, loss: 6.7676 2025-08-09 19:11:01,383 - pyskl - INFO - Epoch [108][1500/7492] lr: 9.389e-03, eta: 2 days, 3:01:40, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6756, loss_cls: 6.6874, loss: 6.6874 2025-08-09 19:11:59,616 - pyskl - INFO - Epoch [108][1600/7492] lr: 9.384e-03, eta: 2 days, 3:00:43, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4106, top5_acc: 0.6584, loss_cls: 6.7197, loss: 6.7197 2025-08-09 19:12:57,506 - pyskl - INFO - Epoch [108][1700/7492] lr: 9.378e-03, eta: 2 days, 2:59:46, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3966, top5_acc: 0.6522, loss_cls: 6.7816, loss: 6.7816 2025-08-09 19:13:54,366 - pyskl - INFO - Epoch [108][1800/7492] lr: 9.373e-03, eta: 2 days, 2:58:48, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4147, top5_acc: 0.6628, loss_cls: 6.7103, loss: 6.7103 2025-08-09 19:14:53,442 - pyskl - INFO - Epoch [108][1900/7492] lr: 9.368e-03, eta: 2 days, 2:57:52, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.4056, top5_acc: 0.6644, loss_cls: 6.7564, loss: 6.7564 2025-08-09 19:15:52,111 - pyskl - INFO - Epoch [108][2000/7492] lr: 9.362e-03, eta: 2 days, 2:56:55, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3941, top5_acc: 0.6531, loss_cls: 6.7879, loss: 6.7879 2025-08-09 19:16:49,700 - pyskl - INFO - Epoch [108][2100/7492] lr: 9.357e-03, eta: 2 days, 2:55:58, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6650, loss_cls: 6.7403, loss: 6.7403 2025-08-09 19:17:46,736 - pyskl - INFO - Epoch [108][2200/7492] lr: 9.351e-03, eta: 2 days, 2:55:00, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6784, loss_cls: 6.5529, loss: 6.5529 2025-08-09 19:18:45,222 - pyskl - INFO - Epoch [108][2300/7492] lr: 9.346e-03, eta: 2 days, 2:54:03, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4088, top5_acc: 0.6587, loss_cls: 6.7265, loss: 6.7265 2025-08-09 19:19:42,873 - pyskl - INFO - Epoch [108][2400/7492] lr: 9.340e-03, eta: 2 days, 2:53:06, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3934, top5_acc: 0.6522, loss_cls: 6.7877, loss: 6.7877 2025-08-09 19:20:41,040 - pyskl - INFO - Epoch [108][2500/7492] lr: 9.335e-03, eta: 2 days, 2:52:09, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3819, top5_acc: 0.6553, loss_cls: 6.8714, loss: 6.8714 2025-08-09 19:21:38,089 - pyskl - INFO - Epoch [108][2600/7492] lr: 9.329e-03, eta: 2 days, 2:51:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4050, top5_acc: 0.6541, loss_cls: 6.6587, loss: 6.6587 2025-08-09 19:22:35,784 - pyskl - INFO - Epoch [108][2700/7492] lr: 9.324e-03, eta: 2 days, 2:50:15, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4138, top5_acc: 0.6556, loss_cls: 6.5975, loss: 6.5975 2025-08-09 19:23:32,321 - pyskl - INFO - Epoch [108][2800/7492] lr: 9.318e-03, eta: 2 days, 2:49:17, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3894, top5_acc: 0.6447, loss_cls: 6.7639, loss: 6.7639 2025-08-09 19:24:29,604 - pyskl - INFO - Epoch [108][2900/7492] lr: 9.313e-03, eta: 2 days, 2:48:20, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3991, top5_acc: 0.6456, loss_cls: 6.8585, loss: 6.8585 2025-08-09 19:25:28,172 - pyskl - INFO - Epoch [108][3000/7492] lr: 9.308e-03, eta: 2 days, 2:47:23, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3759, top5_acc: 0.6547, loss_cls: 6.8307, loss: 6.8307 2025-08-09 19:26:25,849 - pyskl - INFO - Epoch [108][3100/7492] lr: 9.302e-03, eta: 2 days, 2:46:26, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3925, top5_acc: 0.6528, loss_cls: 6.6871, loss: 6.6871 2025-08-09 19:27:22,789 - pyskl - INFO - Epoch [108][3200/7492] lr: 9.297e-03, eta: 2 days, 2:45:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3859, top5_acc: 0.6519, loss_cls: 6.8789, loss: 6.8789 2025-08-09 19:28:20,195 - pyskl - INFO - Epoch [108][3300/7492] lr: 9.291e-03, eta: 2 days, 2:44:31, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4153, top5_acc: 0.6759, loss_cls: 6.6313, loss: 6.6313 2025-08-09 19:29:18,939 - pyskl - INFO - Epoch [108][3400/7492] lr: 9.286e-03, eta: 2 days, 2:43:35, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.3812, top5_acc: 0.6350, loss_cls: 6.8458, loss: 6.8458 2025-08-09 19:30:16,753 - pyskl - INFO - Epoch [108][3500/7492] lr: 9.280e-03, eta: 2 days, 2:42:38, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4025, top5_acc: 0.6591, loss_cls: 6.7380, loss: 6.7380 2025-08-09 19:31:15,474 - pyskl - INFO - Epoch [108][3600/7492] lr: 9.275e-03, eta: 2 days, 2:41:41, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4009, top5_acc: 0.6575, loss_cls: 6.7980, loss: 6.7980 2025-08-09 19:32:13,769 - pyskl - INFO - Epoch [108][3700/7492] lr: 9.270e-03, eta: 2 days, 2:40:44, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4022, top5_acc: 0.6556, loss_cls: 6.7297, loss: 6.7297 2025-08-09 19:33:11,561 - pyskl - INFO - Epoch [108][3800/7492] lr: 9.264e-03, eta: 2 days, 2:39:47, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4047, top5_acc: 0.6619, loss_cls: 6.6324, loss: 6.6324 2025-08-09 19:34:08,715 - pyskl - INFO - Epoch [108][3900/7492] lr: 9.259e-03, eta: 2 days, 2:38:49, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4044, top5_acc: 0.6497, loss_cls: 6.7132, loss: 6.7132 2025-08-09 19:35:04,993 - pyskl - INFO - Epoch [108][4000/7492] lr: 9.253e-03, eta: 2 days, 2:37:52, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 6.7096, loss: 6.7096 2025-08-09 19:36:01,693 - pyskl - INFO - Epoch [108][4100/7492] lr: 9.248e-03, eta: 2 days, 2:36:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3950, top5_acc: 0.6438, loss_cls: 6.8373, loss: 6.8373 2025-08-09 19:36:58,622 - pyskl - INFO - Epoch [108][4200/7492] lr: 9.242e-03, eta: 2 days, 2:35:57, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4022, top5_acc: 0.6606, loss_cls: 6.8155, loss: 6.8155 2025-08-09 19:37:55,962 - pyskl - INFO - Epoch [108][4300/7492] lr: 9.237e-03, eta: 2 days, 2:35:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3928, top5_acc: 0.6503, loss_cls: 6.7823, loss: 6.7823 2025-08-09 19:38:53,738 - pyskl - INFO - Epoch [108][4400/7492] lr: 9.232e-03, eta: 2 days, 2:34:02, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6594, loss_cls: 6.6968, loss: 6.6968 2025-08-09 19:39:50,853 - pyskl - INFO - Epoch [108][4500/7492] lr: 9.226e-03, eta: 2 days, 2:33:05, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6431, loss_cls: 6.8316, loss: 6.8316 2025-08-09 19:40:48,228 - pyskl - INFO - Epoch [108][4600/7492] lr: 9.221e-03, eta: 2 days, 2:32:08, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4056, top5_acc: 0.6616, loss_cls: 6.7207, loss: 6.7207 2025-08-09 19:41:44,906 - pyskl - INFO - Epoch [108][4700/7492] lr: 9.215e-03, eta: 2 days, 2:31:10, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3866, top5_acc: 0.6459, loss_cls: 6.8492, loss: 6.8492 2025-08-09 19:42:42,883 - pyskl - INFO - Epoch [108][4800/7492] lr: 9.210e-03, eta: 2 days, 2:30:13, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6594, loss_cls: 6.7686, loss: 6.7686 2025-08-09 19:43:41,389 - pyskl - INFO - Epoch [108][4900/7492] lr: 9.204e-03, eta: 2 days, 2:29:16, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3819, top5_acc: 0.6362, loss_cls: 6.9312, loss: 6.9312 2025-08-09 19:44:39,770 - pyskl - INFO - Epoch [108][5000/7492] lr: 9.199e-03, eta: 2 days, 2:28:20, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3994, top5_acc: 0.6591, loss_cls: 6.6848, loss: 6.6848 2025-08-09 19:45:36,394 - pyskl - INFO - Epoch [108][5100/7492] lr: 9.194e-03, eta: 2 days, 2:27:22, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4078, top5_acc: 0.6456, loss_cls: 6.7304, loss: 6.7304 2025-08-09 19:46:34,526 - pyskl - INFO - Epoch [108][5200/7492] lr: 9.188e-03, eta: 2 days, 2:26:25, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6466, loss_cls: 6.7244, loss: 6.7244 2025-08-09 19:47:31,722 - pyskl - INFO - Epoch [108][5300/7492] lr: 9.183e-03, eta: 2 days, 2:25:28, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3991, top5_acc: 0.6566, loss_cls: 6.7828, loss: 6.7828 2025-08-09 19:48:29,301 - pyskl - INFO - Epoch [108][5400/7492] lr: 9.177e-03, eta: 2 days, 2:24:31, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3800, top5_acc: 0.6478, loss_cls: 6.8041, loss: 6.8041 2025-08-09 19:49:26,483 - pyskl - INFO - Epoch [108][5500/7492] lr: 9.172e-03, eta: 2 days, 2:23:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4066, top5_acc: 0.6541, loss_cls: 6.7416, loss: 6.7416 2025-08-09 19:50:24,557 - pyskl - INFO - Epoch [108][5600/7492] lr: 9.167e-03, eta: 2 days, 2:22:36, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3962, top5_acc: 0.6416, loss_cls: 6.9033, loss: 6.9033 2025-08-09 19:51:22,759 - pyskl - INFO - Epoch [108][5700/7492] lr: 9.161e-03, eta: 2 days, 2:21:39, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3978, top5_acc: 0.6547, loss_cls: 6.6647, loss: 6.6647 2025-08-09 19:52:20,521 - pyskl - INFO - Epoch [108][5800/7492] lr: 9.156e-03, eta: 2 days, 2:20:42, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6587, loss_cls: 6.7466, loss: 6.7466 2025-08-09 19:53:18,338 - pyskl - INFO - Epoch [108][5900/7492] lr: 9.150e-03, eta: 2 days, 2:19:45, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3881, top5_acc: 0.6512, loss_cls: 6.7670, loss: 6.7670 2025-08-09 19:54:15,801 - pyskl - INFO - Epoch [108][6000/7492] lr: 9.145e-03, eta: 2 days, 2:18:48, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3878, top5_acc: 0.6472, loss_cls: 6.7900, loss: 6.7900 2025-08-09 19:55:13,802 - pyskl - INFO - Epoch [108][6100/7492] lr: 9.140e-03, eta: 2 days, 2:17:51, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3956, top5_acc: 0.6447, loss_cls: 6.7737, loss: 6.7737 2025-08-09 19:56:12,273 - pyskl - INFO - Epoch [108][6200/7492] lr: 9.134e-03, eta: 2 days, 2:16:54, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3881, top5_acc: 0.6650, loss_cls: 6.7581, loss: 6.7581 2025-08-09 19:57:09,744 - pyskl - INFO - Epoch [108][6300/7492] lr: 9.129e-03, eta: 2 days, 2:15:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6622, loss_cls: 6.7184, loss: 6.7184 2025-08-09 19:58:06,811 - pyskl - INFO - Epoch [108][6400/7492] lr: 9.123e-03, eta: 2 days, 2:14:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6531, loss_cls: 6.7684, loss: 6.7684 2025-08-09 19:59:03,897 - pyskl - INFO - Epoch [108][6500/7492] lr: 9.118e-03, eta: 2 days, 2:14:02, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4094, top5_acc: 0.6631, loss_cls: 6.7202, loss: 6.7202 2025-08-09 20:00:00,853 - pyskl - INFO - Epoch [108][6600/7492] lr: 9.113e-03, eta: 2 days, 2:13:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4000, top5_acc: 0.6628, loss_cls: 6.7131, loss: 6.7131 2025-08-09 20:00:57,842 - pyskl - INFO - Epoch [108][6700/7492] lr: 9.107e-03, eta: 2 days, 2:12:07, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3991, top5_acc: 0.6672, loss_cls: 6.6632, loss: 6.6632 2025-08-09 20:01:54,323 - pyskl - INFO - Epoch [108][6800/7492] lr: 9.102e-03, eta: 2 days, 2:11:10, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3797, top5_acc: 0.6403, loss_cls: 6.8532, loss: 6.8532 2025-08-09 20:02:52,426 - pyskl - INFO - Epoch [108][6900/7492] lr: 9.096e-03, eta: 2 days, 2:10:13, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3884, top5_acc: 0.6409, loss_cls: 6.8423, loss: 6.8423 2025-08-09 20:03:50,547 - pyskl - INFO - Epoch [108][7000/7492] lr: 9.091e-03, eta: 2 days, 2:09:16, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 6.6956, loss: 6.6956 2025-08-09 20:04:48,283 - pyskl - INFO - Epoch [108][7100/7492] lr: 9.086e-03, eta: 2 days, 2:08:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4109, top5_acc: 0.6587, loss_cls: 6.6815, loss: 6.6815 2025-08-09 20:05:46,203 - pyskl - INFO - Epoch [108][7200/7492] lr: 9.080e-03, eta: 2 days, 2:07:22, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6556, loss_cls: 6.6222, loss: 6.6222 2025-08-09 20:06:44,235 - pyskl - INFO - Epoch [108][7300/7492] lr: 9.075e-03, eta: 2 days, 2:06:25, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3847, top5_acc: 0.6466, loss_cls: 6.8761, loss: 6.8761 2025-08-09 20:07:41,937 - pyskl - INFO - Epoch [108][7400/7492] lr: 9.069e-03, eta: 2 days, 2:05:27, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3856, top5_acc: 0.6503, loss_cls: 6.8281, loss: 6.8281 2025-08-09 20:08:36,637 - pyskl - INFO - Saving checkpoint at 108 epochs 2025-08-09 20:09:24,861 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 20:09:25,523 - pyskl - INFO - top1_acc 0.3426 top5_acc 0.6026 2025-08-09 20:09:25,523 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 20:09:25,565 - pyskl - INFO - mean_acc 0.3422 2025-08-09 20:09:25,578 - pyskl - INFO - Epoch(val) [108][617] top1_acc: 0.3426, top5_acc: 0.6026, mean_class_accuracy: 0.3422 2025-08-09 20:10:55,202 - pyskl - INFO - Epoch [109][100/7492] lr: 9.059e-03, eta: 2 days, 2:03:30, time: 0.896, data_time: 0.331, memory: 11068, top1_acc: 0.4128, top5_acc: 0.6841, loss_cls: 6.5122, loss: 6.5122 2025-08-09 20:11:52,235 - pyskl - INFO - Epoch [109][200/7492] lr: 9.054e-03, eta: 2 days, 2:02:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4006, top5_acc: 0.6606, loss_cls: 6.6585, loss: 6.6585 2025-08-09 20:12:50,789 - pyskl - INFO - Epoch [109][300/7492] lr: 9.048e-03, eta: 2 days, 2:01:35, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4178, top5_acc: 0.6603, loss_cls: 6.5998, loss: 6.5998 2025-08-09 20:13:48,559 - pyskl - INFO - Epoch [109][400/7492] lr: 9.043e-03, eta: 2 days, 2:00:38, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3975, top5_acc: 0.6666, loss_cls: 6.7117, loss: 6.7117 2025-08-09 20:14:45,801 - pyskl - INFO - Epoch [109][500/7492] lr: 9.038e-03, eta: 2 days, 1:59:41, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4034, top5_acc: 0.6625, loss_cls: 6.6414, loss: 6.6414 2025-08-09 20:15:44,270 - pyskl - INFO - Epoch [109][600/7492] lr: 9.032e-03, eta: 2 days, 1:58:44, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4166, top5_acc: 0.6737, loss_cls: 6.5624, loss: 6.5624 2025-08-09 20:16:41,485 - pyskl - INFO - Epoch [109][700/7492] lr: 9.027e-03, eta: 2 days, 1:57:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4122, top5_acc: 0.6722, loss_cls: 6.6302, loss: 6.6302 2025-08-09 20:17:39,565 - pyskl - INFO - Epoch [109][800/7492] lr: 9.021e-03, eta: 2 days, 1:56:50, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4153, top5_acc: 0.6666, loss_cls: 6.6586, loss: 6.6586 2025-08-09 20:18:37,319 - pyskl - INFO - Epoch [109][900/7492] lr: 9.016e-03, eta: 2 days, 1:55:53, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3925, top5_acc: 0.6475, loss_cls: 6.7851, loss: 6.7851 2025-08-09 20:19:34,820 - pyskl - INFO - Epoch [109][1000/7492] lr: 9.011e-03, eta: 2 days, 1:54:55, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6694, loss_cls: 6.6472, loss: 6.6472 2025-08-09 20:20:31,945 - pyskl - INFO - Epoch [109][1100/7492] lr: 9.005e-03, eta: 2 days, 1:53:58, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4125, top5_acc: 0.6581, loss_cls: 6.6533, loss: 6.6533 2025-08-09 20:21:29,015 - pyskl - INFO - Epoch [109][1200/7492] lr: 9.000e-03, eta: 2 days, 1:53:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3747, top5_acc: 0.6491, loss_cls: 6.7731, loss: 6.7731 2025-08-09 20:22:26,031 - pyskl - INFO - Epoch [109][1300/7492] lr: 8.995e-03, eta: 2 days, 1:52:03, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3906, top5_acc: 0.6653, loss_cls: 6.6469, loss: 6.6469 2025-08-09 20:23:23,223 - pyskl - INFO - Epoch [109][1400/7492] lr: 8.989e-03, eta: 2 days, 1:51:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4044, top5_acc: 0.6609, loss_cls: 6.7003, loss: 6.7003 2025-08-09 20:24:19,782 - pyskl - INFO - Epoch [109][1500/7492] lr: 8.984e-03, eta: 2 days, 1:50:08, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6597, loss_cls: 6.6486, loss: 6.6486 2025-08-09 20:25:17,009 - pyskl - INFO - Epoch [109][1600/7492] lr: 8.978e-03, eta: 2 days, 1:49:11, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4088, top5_acc: 0.6553, loss_cls: 6.7447, loss: 6.7447 2025-08-09 20:26:14,585 - pyskl - INFO - Epoch [109][1700/7492] lr: 8.973e-03, eta: 2 days, 1:48:14, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 6.7116, loss: 6.7116 2025-08-09 20:27:12,425 - pyskl - INFO - Epoch [109][1800/7492] lr: 8.968e-03, eta: 2 days, 1:47:17, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6506, loss_cls: 6.8223, loss: 6.8223 2025-08-09 20:28:09,813 - pyskl - INFO - Epoch [109][1900/7492] lr: 8.962e-03, eta: 2 days, 1:46:20, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4006, top5_acc: 0.6703, loss_cls: 6.6094, loss: 6.6094 2025-08-09 20:29:06,366 - pyskl - INFO - Epoch [109][2000/7492] lr: 8.957e-03, eta: 2 days, 1:45:22, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3997, top5_acc: 0.6641, loss_cls: 6.6750, loss: 6.6750 2025-08-09 20:30:05,037 - pyskl - INFO - Epoch [109][2100/7492] lr: 8.952e-03, eta: 2 days, 1:44:25, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4219, top5_acc: 0.6725, loss_cls: 6.6622, loss: 6.6622 2025-08-09 20:31:03,346 - pyskl - INFO - Epoch [109][2200/7492] lr: 8.946e-03, eta: 2 days, 1:43:28, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3878, top5_acc: 0.6631, loss_cls: 6.7491, loss: 6.7491 2025-08-09 20:32:01,678 - pyskl - INFO - Epoch [109][2300/7492] lr: 8.941e-03, eta: 2 days, 1:42:31, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4041, top5_acc: 0.6766, loss_cls: 6.5985, loss: 6.5985 2025-08-09 20:32:58,107 - pyskl - INFO - Epoch [109][2400/7492] lr: 8.936e-03, eta: 2 days, 1:41:34, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3981, top5_acc: 0.6587, loss_cls: 6.7473, loss: 6.7473 2025-08-09 20:33:55,358 - pyskl - INFO - Epoch [109][2500/7492] lr: 8.930e-03, eta: 2 days, 1:40:37, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3903, top5_acc: 0.6613, loss_cls: 6.7982, loss: 6.7982 2025-08-09 20:34:52,248 - pyskl - INFO - Epoch [109][2600/7492] lr: 8.925e-03, eta: 2 days, 1:39:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6650, loss_cls: 6.6436, loss: 6.6436 2025-08-09 20:35:49,122 - pyskl - INFO - Epoch [109][2700/7492] lr: 8.920e-03, eta: 2 days, 1:38:42, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3881, top5_acc: 0.6581, loss_cls: 6.7825, loss: 6.7825 2025-08-09 20:36:46,324 - pyskl - INFO - Epoch [109][2800/7492] lr: 8.914e-03, eta: 2 days, 1:37:44, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3919, top5_acc: 0.6478, loss_cls: 6.8194, loss: 6.8194 2025-08-09 20:37:43,976 - pyskl - INFO - Epoch [109][2900/7492] lr: 8.909e-03, eta: 2 days, 1:36:47, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6550, loss_cls: 6.8273, loss: 6.8273 2025-08-09 20:38:40,488 - pyskl - INFO - Epoch [109][3000/7492] lr: 8.903e-03, eta: 2 days, 1:35:50, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4109, top5_acc: 0.6687, loss_cls: 6.6563, loss: 6.6563 2025-08-09 20:39:37,718 - pyskl - INFO - Epoch [109][3100/7492] lr: 8.898e-03, eta: 2 days, 1:34:52, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3906, top5_acc: 0.6525, loss_cls: 6.7085, loss: 6.7085 2025-08-09 20:40:35,299 - pyskl - INFO - Epoch [109][3200/7492] lr: 8.893e-03, eta: 2 days, 1:33:55, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4081, top5_acc: 0.6747, loss_cls: 6.6560, loss: 6.6560 2025-08-09 20:41:32,528 - pyskl - INFO - Epoch [109][3300/7492] lr: 8.887e-03, eta: 2 days, 1:32:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6575, loss_cls: 6.7695, loss: 6.7695 2025-08-09 20:42:29,285 - pyskl - INFO - Epoch [109][3400/7492] lr: 8.882e-03, eta: 2 days, 1:32:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4075, top5_acc: 0.6706, loss_cls: 6.6748, loss: 6.6748 2025-08-09 20:43:26,590 - pyskl - INFO - Epoch [109][3500/7492] lr: 8.877e-03, eta: 2 days, 1:31:03, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6591, loss_cls: 6.7599, loss: 6.7599 2025-08-09 20:44:24,976 - pyskl - INFO - Epoch [109][3600/7492] lr: 8.871e-03, eta: 2 days, 1:30:06, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6581, loss_cls: 6.6888, loss: 6.6888 2025-08-09 20:45:23,445 - pyskl - INFO - Epoch [109][3700/7492] lr: 8.866e-03, eta: 2 days, 1:29:09, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3969, top5_acc: 0.6641, loss_cls: 6.6795, loss: 6.6795 2025-08-09 20:46:21,294 - pyskl - INFO - Epoch [109][3800/7492] lr: 8.861e-03, eta: 2 days, 1:28:12, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4009, top5_acc: 0.6519, loss_cls: 6.7825, loss: 6.7825 2025-08-09 20:47:18,692 - pyskl - INFO - Epoch [109][3900/7492] lr: 8.855e-03, eta: 2 days, 1:27:15, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4041, top5_acc: 0.6559, loss_cls: 6.7411, loss: 6.7411 2025-08-09 20:48:15,988 - pyskl - INFO - Epoch [109][4000/7492] lr: 8.850e-03, eta: 2 days, 1:26:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.3912, top5_acc: 0.6494, loss_cls: 6.7318, loss: 6.7318 2025-08-09 20:49:13,468 - pyskl - INFO - Epoch [109][4100/7492] lr: 8.845e-03, eta: 2 days, 1:25:21, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3997, top5_acc: 0.6678, loss_cls: 6.7285, loss: 6.7285 2025-08-09 20:50:10,617 - pyskl - INFO - Epoch [109][4200/7492] lr: 8.839e-03, eta: 2 days, 1:24:23, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4003, top5_acc: 0.6422, loss_cls: 6.8306, loss: 6.8306 2025-08-09 20:51:07,679 - pyskl - INFO - Epoch [109][4300/7492] lr: 8.834e-03, eta: 2 days, 1:23:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3972, top5_acc: 0.6519, loss_cls: 6.7243, loss: 6.7243 2025-08-09 20:52:05,536 - pyskl - INFO - Epoch [109][4400/7492] lr: 8.829e-03, eta: 2 days, 1:22:29, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3928, top5_acc: 0.6644, loss_cls: 6.6142, loss: 6.6142 2025-08-09 20:53:03,200 - pyskl - INFO - Epoch [109][4500/7492] lr: 8.823e-03, eta: 2 days, 1:21:32, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6569, loss_cls: 6.7744, loss: 6.7744 2025-08-09 20:53:59,818 - pyskl - INFO - Epoch [109][4600/7492] lr: 8.818e-03, eta: 2 days, 1:20:34, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3891, top5_acc: 0.6441, loss_cls: 6.8811, loss: 6.8811 2025-08-09 20:54:56,886 - pyskl - INFO - Epoch [109][4700/7492] lr: 8.813e-03, eta: 2 days, 1:19:37, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3903, top5_acc: 0.6572, loss_cls: 6.8042, loss: 6.8042 2025-08-09 20:55:54,067 - pyskl - INFO - Epoch [109][4800/7492] lr: 8.807e-03, eta: 2 days, 1:18:39, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6594, loss_cls: 6.7164, loss: 6.7164 2025-08-09 20:56:51,523 - pyskl - INFO - Epoch [109][4900/7492] lr: 8.802e-03, eta: 2 days, 1:17:42, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4131, top5_acc: 0.6691, loss_cls: 6.5724, loss: 6.5724 2025-08-09 20:57:49,529 - pyskl - INFO - Epoch [109][5000/7492] lr: 8.797e-03, eta: 2 days, 1:16:45, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3947, top5_acc: 0.6553, loss_cls: 6.6826, loss: 6.6826 2025-08-09 20:58:46,533 - pyskl - INFO - Epoch [109][5100/7492] lr: 8.791e-03, eta: 2 days, 1:15:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3900, top5_acc: 0.6472, loss_cls: 6.7851, loss: 6.7851 2025-08-09 20:59:43,127 - pyskl - INFO - Epoch [109][5200/7492] lr: 8.786e-03, eta: 2 days, 1:14:50, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3962, top5_acc: 0.6509, loss_cls: 6.7704, loss: 6.7704 2025-08-09 21:00:40,582 - pyskl - INFO - Epoch [109][5300/7492] lr: 8.781e-03, eta: 2 days, 1:13:53, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4078, top5_acc: 0.6550, loss_cls: 6.6375, loss: 6.6375 2025-08-09 21:01:37,237 - pyskl - INFO - Epoch [109][5400/7492] lr: 8.775e-03, eta: 2 days, 1:12:55, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4253, top5_acc: 0.6741, loss_cls: 6.6160, loss: 6.6160 2025-08-09 21:02:34,627 - pyskl - INFO - Epoch [109][5500/7492] lr: 8.770e-03, eta: 2 days, 1:11:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6459, loss_cls: 6.7799, loss: 6.7799 2025-08-09 21:03:31,693 - pyskl - INFO - Epoch [109][5600/7492] lr: 8.765e-03, eta: 2 days, 1:11:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3972, top5_acc: 0.6637, loss_cls: 6.6987, loss: 6.6987 2025-08-09 21:04:28,782 - pyskl - INFO - Epoch [109][5700/7492] lr: 8.760e-03, eta: 2 days, 1:10:03, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3822, top5_acc: 0.6488, loss_cls: 6.8662, loss: 6.8662 2025-08-09 21:05:26,377 - pyskl - INFO - Epoch [109][5800/7492] lr: 8.754e-03, eta: 2 days, 1:09:06, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 6.6653, loss: 6.6653 2025-08-09 21:06:24,608 - pyskl - INFO - Epoch [109][5900/7492] lr: 8.749e-03, eta: 2 days, 1:08:09, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3994, top5_acc: 0.6581, loss_cls: 6.7829, loss: 6.7829 2025-08-09 21:07:22,267 - pyskl - INFO - Epoch [109][6000/7492] lr: 8.744e-03, eta: 2 days, 1:07:12, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6494, loss_cls: 6.7249, loss: 6.7249 2025-08-09 21:08:19,474 - pyskl - INFO - Epoch [109][6100/7492] lr: 8.738e-03, eta: 2 days, 1:06:15, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4044, top5_acc: 0.6628, loss_cls: 6.6602, loss: 6.6602 2025-08-09 21:09:17,914 - pyskl - INFO - Epoch [109][6200/7492] lr: 8.733e-03, eta: 2 days, 1:05:18, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3941, top5_acc: 0.6731, loss_cls: 6.6888, loss: 6.6888 2025-08-09 21:10:15,354 - pyskl - INFO - Epoch [109][6300/7492] lr: 8.728e-03, eta: 2 days, 1:04:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4172, top5_acc: 0.6581, loss_cls: 6.7552, loss: 6.7552 2025-08-09 21:11:12,312 - pyskl - INFO - Epoch [109][6400/7492] lr: 8.722e-03, eta: 2 days, 1:03:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6634, loss_cls: 6.5823, loss: 6.5823 2025-08-09 21:12:10,132 - pyskl - INFO - Epoch [109][6500/7492] lr: 8.717e-03, eta: 2 days, 1:02:26, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6500, loss_cls: 6.7267, loss: 6.7267 2025-08-09 21:13:07,796 - pyskl - INFO - Epoch [109][6600/7492] lr: 8.712e-03, eta: 2 days, 1:01:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4009, top5_acc: 0.6541, loss_cls: 6.6582, loss: 6.6582 2025-08-09 21:14:05,650 - pyskl - INFO - Epoch [109][6700/7492] lr: 8.706e-03, eta: 2 days, 1:00:32, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6441, loss_cls: 6.8375, loss: 6.8375 2025-08-09 21:15:03,807 - pyskl - INFO - Epoch [109][6800/7492] lr: 8.701e-03, eta: 2 days, 0:59:35, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3947, top5_acc: 0.6462, loss_cls: 6.7995, loss: 6.7995 2025-08-09 21:16:00,791 - pyskl - INFO - Epoch [109][6900/7492] lr: 8.696e-03, eta: 2 days, 0:58:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3909, top5_acc: 0.6544, loss_cls: 6.7667, loss: 6.7667 2025-08-09 21:16:58,536 - pyskl - INFO - Epoch [109][7000/7492] lr: 8.691e-03, eta: 2 days, 0:57:40, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3941, top5_acc: 0.6441, loss_cls: 6.7314, loss: 6.7314 2025-08-09 21:17:56,220 - pyskl - INFO - Epoch [109][7100/7492] lr: 8.685e-03, eta: 2 days, 0:56:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4031, top5_acc: 0.6631, loss_cls: 6.7065, loss: 6.7065 2025-08-09 21:18:53,055 - pyskl - INFO - Epoch [109][7200/7492] lr: 8.680e-03, eta: 2 days, 0:55:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3875, top5_acc: 0.6578, loss_cls: 6.7289, loss: 6.7289 2025-08-09 21:19:50,217 - pyskl - INFO - Epoch [109][7300/7492] lr: 8.675e-03, eta: 2 days, 0:54:49, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4109, top5_acc: 0.6547, loss_cls: 6.6999, loss: 6.6999 2025-08-09 21:20:49,075 - pyskl - INFO - Epoch [109][7400/7492] lr: 8.669e-03, eta: 2 days, 0:53:52, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6619, loss_cls: 6.7174, loss: 6.7174 2025-08-09 21:21:43,020 - pyskl - INFO - Saving checkpoint at 109 epochs 2025-08-09 21:22:31,719 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 21:22:32,385 - pyskl - INFO - top1_acc 0.3557 top5_acc 0.6100 2025-08-09 21:22:32,385 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 21:22:32,427 - pyskl - INFO - mean_acc 0.3554 2025-08-09 21:22:32,492 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_107.pth was removed 2025-08-09 21:22:34,096 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_109.pth. 2025-08-09 21:22:34,098 - pyskl - INFO - Best top1_acc is 0.3557 at 109 epoch. 2025-08-09 21:22:34,121 - pyskl - INFO - Epoch(val) [109][617] top1_acc: 0.3557, top5_acc: 0.6100, mean_class_accuracy: 0.3554 2025-08-09 21:24:04,365 - pyskl - INFO - Epoch [110][100/7492] lr: 8.659e-03, eta: 2 days, 0:51:54, time: 0.902, data_time: 0.333, memory: 11068, top1_acc: 0.4125, top5_acc: 0.6666, loss_cls: 6.6702, loss: 6.6702 2025-08-09 21:25:00,970 - pyskl - INFO - Epoch [110][200/7492] lr: 8.654e-03, eta: 2 days, 0:50:57, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6728, loss_cls: 6.5609, loss: 6.5609 2025-08-09 21:25:57,504 - pyskl - INFO - Epoch [110][300/7492] lr: 8.649e-03, eta: 2 days, 0:49:59, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4097, top5_acc: 0.6631, loss_cls: 6.7176, loss: 6.7176 2025-08-09 21:26:55,180 - pyskl - INFO - Epoch [110][400/7492] lr: 8.643e-03, eta: 2 days, 0:49:02, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4191, top5_acc: 0.6769, loss_cls: 6.6014, loss: 6.6014 2025-08-09 21:27:51,851 - pyskl - INFO - Epoch [110][500/7492] lr: 8.638e-03, eta: 2 days, 0:48:05, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3972, top5_acc: 0.6550, loss_cls: 6.7688, loss: 6.7688 2025-08-09 21:28:48,240 - pyskl - INFO - Epoch [110][600/7492] lr: 8.633e-03, eta: 2 days, 0:47:07, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.3934, top5_acc: 0.6616, loss_cls: 6.6900, loss: 6.6900 2025-08-09 21:29:45,881 - pyskl - INFO - Epoch [110][700/7492] lr: 8.628e-03, eta: 2 days, 0:46:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6706, loss_cls: 6.6186, loss: 6.6186 2025-08-09 21:30:43,967 - pyskl - INFO - Epoch [110][800/7492] lr: 8.622e-03, eta: 2 days, 0:45:13, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6737, loss_cls: 6.6424, loss: 6.6424 2025-08-09 21:31:42,521 - pyskl - INFO - Epoch [110][900/7492] lr: 8.617e-03, eta: 2 days, 0:44:16, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4119, top5_acc: 0.6756, loss_cls: 6.6402, loss: 6.6402 2025-08-09 21:32:40,532 - pyskl - INFO - Epoch [110][1000/7492] lr: 8.612e-03, eta: 2 days, 0:43:19, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4078, top5_acc: 0.6619, loss_cls: 6.6233, loss: 6.6233 2025-08-09 21:33:37,970 - pyskl - INFO - Epoch [110][1100/7492] lr: 8.606e-03, eta: 2 days, 0:42:22, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4069, top5_acc: 0.6741, loss_cls: 6.7011, loss: 6.7011 2025-08-09 21:34:34,589 - pyskl - INFO - Epoch [110][1200/7492] lr: 8.601e-03, eta: 2 days, 0:41:24, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4156, top5_acc: 0.6822, loss_cls: 6.5718, loss: 6.5718 2025-08-09 21:35:31,188 - pyskl - INFO - Epoch [110][1300/7492] lr: 8.596e-03, eta: 2 days, 0:40:27, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4209, top5_acc: 0.6772, loss_cls: 6.5632, loss: 6.5632 2025-08-09 21:36:28,226 - pyskl - INFO - Epoch [110][1400/7492] lr: 8.591e-03, eta: 2 days, 0:39:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4000, top5_acc: 0.6584, loss_cls: 6.7347, loss: 6.7347 2025-08-09 21:37:25,931 - pyskl - INFO - Epoch [110][1500/7492] lr: 8.585e-03, eta: 2 days, 0:38:32, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3959, top5_acc: 0.6650, loss_cls: 6.6643, loss: 6.6643 2025-08-09 21:38:24,199 - pyskl - INFO - Epoch [110][1600/7492] lr: 8.580e-03, eta: 2 days, 0:37:35, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6472, loss_cls: 6.7383, loss: 6.7383 2025-08-09 21:39:23,210 - pyskl - INFO - Epoch [110][1700/7492] lr: 8.575e-03, eta: 2 days, 0:36:39, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.4066, top5_acc: 0.6644, loss_cls: 6.7042, loss: 6.7042 2025-08-09 21:40:21,834 - pyskl - INFO - Epoch [110][1800/7492] lr: 8.570e-03, eta: 2 days, 0:35:42, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4006, top5_acc: 0.6578, loss_cls: 6.7058, loss: 6.7058 2025-08-09 21:41:19,364 - pyskl - INFO - Epoch [110][1900/7492] lr: 8.564e-03, eta: 2 days, 0:34:45, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6447, loss_cls: 6.7933, loss: 6.7933 2025-08-09 21:42:16,103 - pyskl - INFO - Epoch [110][2000/7492] lr: 8.559e-03, eta: 2 days, 0:33:47, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6606, loss_cls: 6.6441, loss: 6.6441 2025-08-09 21:43:14,310 - pyskl - INFO - Epoch [110][2100/7492] lr: 8.554e-03, eta: 2 days, 0:32:50, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3816, top5_acc: 0.6509, loss_cls: 6.7853, loss: 6.7853 2025-08-09 21:44:11,595 - pyskl - INFO - Epoch [110][2200/7492] lr: 8.548e-03, eta: 2 days, 0:31:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6528, loss_cls: 6.6991, loss: 6.6991 2025-08-09 21:45:09,618 - pyskl - INFO - Epoch [110][2300/7492] lr: 8.543e-03, eta: 2 days, 0:30:56, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6522, loss_cls: 6.7665, loss: 6.7665 2025-08-09 21:46:08,382 - pyskl - INFO - Epoch [110][2400/7492] lr: 8.538e-03, eta: 2 days, 0:29:59, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4184, top5_acc: 0.6647, loss_cls: 6.6729, loss: 6.6729 2025-08-09 21:47:06,719 - pyskl - INFO - Epoch [110][2500/7492] lr: 8.533e-03, eta: 2 days, 0:29:02, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4153, top5_acc: 0.6769, loss_cls: 6.5820, loss: 6.5820 2025-08-09 21:48:03,919 - pyskl - INFO - Epoch [110][2600/7492] lr: 8.527e-03, eta: 2 days, 0:28:05, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6591, loss_cls: 6.7051, loss: 6.7051 2025-08-09 21:49:02,548 - pyskl - INFO - Epoch [110][2700/7492] lr: 8.522e-03, eta: 2 days, 0:27:08, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3947, top5_acc: 0.6600, loss_cls: 6.6967, loss: 6.6967 2025-08-09 21:49:59,593 - pyskl - INFO - Epoch [110][2800/7492] lr: 8.517e-03, eta: 2 days, 0:26:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4097, top5_acc: 0.6606, loss_cls: 6.6692, loss: 6.6692 2025-08-09 21:50:56,851 - pyskl - INFO - Epoch [110][2900/7492] lr: 8.512e-03, eta: 2 days, 0:25:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4228, top5_acc: 0.6769, loss_cls: 6.5278, loss: 6.5278 2025-08-09 21:51:55,385 - pyskl - INFO - Epoch [110][3000/7492] lr: 8.506e-03, eta: 2 days, 0:24:17, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4075, top5_acc: 0.6634, loss_cls: 6.7037, loss: 6.7037 2025-08-09 21:52:52,103 - pyskl - INFO - Epoch [110][3100/7492] lr: 8.501e-03, eta: 2 days, 0:23:19, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4153, top5_acc: 0.6728, loss_cls: 6.5942, loss: 6.5942 2025-08-09 21:53:49,255 - pyskl - INFO - Epoch [110][3200/7492] lr: 8.496e-03, eta: 2 days, 0:22:22, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4091, top5_acc: 0.6675, loss_cls: 6.5765, loss: 6.5765 2025-08-09 21:54:46,363 - pyskl - INFO - Epoch [110][3300/7492] lr: 8.491e-03, eta: 2 days, 0:21:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4009, top5_acc: 0.6650, loss_cls: 6.6549, loss: 6.6549 2025-08-09 21:55:43,519 - pyskl - INFO - Epoch [110][3400/7492] lr: 8.485e-03, eta: 2 days, 0:20:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3962, top5_acc: 0.6719, loss_cls: 6.6563, loss: 6.6563 2025-08-09 21:56:40,956 - pyskl - INFO - Epoch [110][3500/7492] lr: 8.480e-03, eta: 2 days, 0:19:30, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3931, top5_acc: 0.6600, loss_cls: 6.6935, loss: 6.6935 2025-08-09 21:57:37,522 - pyskl - INFO - Epoch [110][3600/7492] lr: 8.475e-03, eta: 2 days, 0:18:32, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4031, top5_acc: 0.6541, loss_cls: 6.7788, loss: 6.7788 2025-08-09 21:58:34,549 - pyskl - INFO - Epoch [110][3700/7492] lr: 8.470e-03, eta: 2 days, 0:17:35, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4144, top5_acc: 0.6691, loss_cls: 6.6339, loss: 6.6339 2025-08-09 21:59:32,037 - pyskl - INFO - Epoch [110][3800/7492] lr: 8.464e-03, eta: 2 days, 0:16:38, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4088, top5_acc: 0.6681, loss_cls: 6.6775, loss: 6.6775 2025-08-09 22:00:30,492 - pyskl - INFO - Epoch [110][3900/7492] lr: 8.459e-03, eta: 2 days, 0:15:41, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4178, top5_acc: 0.6669, loss_cls: 6.5346, loss: 6.5346 2025-08-09 22:01:28,992 - pyskl - INFO - Epoch [110][4000/7492] lr: 8.454e-03, eta: 2 days, 0:14:44, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4003, top5_acc: 0.6584, loss_cls: 6.6223, loss: 6.6223 2025-08-09 22:02:27,325 - pyskl - INFO - Epoch [110][4100/7492] lr: 8.449e-03, eta: 2 days, 0:13:47, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.3828, top5_acc: 0.6581, loss_cls: 6.8217, loss: 6.8217 2025-08-09 22:03:24,439 - pyskl - INFO - Epoch [110][4200/7492] lr: 8.443e-03, eta: 2 days, 0:12:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6412, loss_cls: 6.7234, loss: 6.7234 2025-08-09 22:04:22,323 - pyskl - INFO - Epoch [110][4300/7492] lr: 8.438e-03, eta: 2 days, 0:11:53, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4066, top5_acc: 0.6613, loss_cls: 6.6660, loss: 6.6660 2025-08-09 22:05:20,055 - pyskl - INFO - Epoch [110][4400/7492] lr: 8.433e-03, eta: 2 days, 0:10:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4006, top5_acc: 0.6609, loss_cls: 6.6456, loss: 6.6456 2025-08-09 22:06:17,737 - pyskl - INFO - Epoch [110][4500/7492] lr: 8.428e-03, eta: 2 days, 0:09:58, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6603, loss_cls: 6.6984, loss: 6.6984 2025-08-09 22:07:14,748 - pyskl - INFO - Epoch [110][4600/7492] lr: 8.423e-03, eta: 2 days, 0:09:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6728, loss_cls: 6.5988, loss: 6.5988 2025-08-09 22:08:11,923 - pyskl - INFO - Epoch [110][4700/7492] lr: 8.417e-03, eta: 2 days, 0:08:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4134, top5_acc: 0.6591, loss_cls: 6.7358, loss: 6.7358 2025-08-09 22:09:08,456 - pyskl - INFO - Epoch [110][4800/7492] lr: 8.412e-03, eta: 2 days, 0:07:06, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.3987, top5_acc: 0.6644, loss_cls: 6.6731, loss: 6.6731 2025-08-09 22:10:05,327 - pyskl - INFO - Epoch [110][4900/7492] lr: 8.407e-03, eta: 2 days, 0:06:09, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4125, top5_acc: 0.6653, loss_cls: 6.7311, loss: 6.7311 2025-08-09 22:11:03,370 - pyskl - INFO - Epoch [110][5000/7492] lr: 8.402e-03, eta: 2 days, 0:05:12, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3912, top5_acc: 0.6528, loss_cls: 6.7380, loss: 6.7380 2025-08-09 22:12:01,469 - pyskl - INFO - Epoch [110][5100/7492] lr: 8.396e-03, eta: 2 days, 0:04:15, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4088, top5_acc: 0.6628, loss_cls: 6.6694, loss: 6.6694 2025-08-09 22:12:59,272 - pyskl - INFO - Epoch [110][5200/7492] lr: 8.391e-03, eta: 2 days, 0:03:18, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4031, top5_acc: 0.6637, loss_cls: 6.6076, loss: 6.6076 2025-08-09 22:13:56,243 - pyskl - INFO - Epoch [110][5300/7492] lr: 8.386e-03, eta: 2 days, 0:02:20, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4209, top5_acc: 0.6678, loss_cls: 6.6128, loss: 6.6128 2025-08-09 22:14:54,781 - pyskl - INFO - Epoch [110][5400/7492] lr: 8.381e-03, eta: 2 days, 0:01:23, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4050, top5_acc: 0.6687, loss_cls: 6.6001, loss: 6.6001 2025-08-09 22:15:52,700 - pyskl - INFO - Epoch [110][5500/7492] lr: 8.376e-03, eta: 2 days, 0:00:26, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6456, loss_cls: 6.7762, loss: 6.7762 2025-08-09 22:16:51,041 - pyskl - INFO - Epoch [110][5600/7492] lr: 8.370e-03, eta: 1 day, 23:59:29, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4006, top5_acc: 0.6637, loss_cls: 6.6230, loss: 6.6230 2025-08-09 22:17:48,795 - pyskl - INFO - Epoch [110][5700/7492] lr: 8.365e-03, eta: 1 day, 23:58:32, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4113, top5_acc: 0.6631, loss_cls: 6.6615, loss: 6.6615 2025-08-09 22:18:47,241 - pyskl - INFO - Epoch [110][5800/7492] lr: 8.360e-03, eta: 1 day, 23:57:35, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6559, loss_cls: 6.6323, loss: 6.6323 2025-08-09 22:19:43,671 - pyskl - INFO - Epoch [110][5900/7492] lr: 8.355e-03, eta: 1 day, 23:56:38, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4037, top5_acc: 0.6731, loss_cls: 6.7446, loss: 6.7446 2025-08-09 22:20:40,671 - pyskl - INFO - Epoch [110][6000/7492] lr: 8.349e-03, eta: 1 day, 23:55:40, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3959, top5_acc: 0.6481, loss_cls: 6.7097, loss: 6.7097 2025-08-09 22:21:38,340 - pyskl - INFO - Epoch [110][6100/7492] lr: 8.344e-03, eta: 1 day, 23:54:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4084, top5_acc: 0.6622, loss_cls: 6.5783, loss: 6.5783 2025-08-09 22:22:35,999 - pyskl - INFO - Epoch [110][6200/7492] lr: 8.339e-03, eta: 1 day, 23:53:46, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4069, top5_acc: 0.6550, loss_cls: 6.7004, loss: 6.7004 2025-08-09 22:23:33,326 - pyskl - INFO - Epoch [110][6300/7492] lr: 8.334e-03, eta: 1 day, 23:52:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4059, top5_acc: 0.6625, loss_cls: 6.6908, loss: 6.6908 2025-08-09 22:24:31,479 - pyskl - INFO - Epoch [110][6400/7492] lr: 8.329e-03, eta: 1 day, 23:51:52, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4125, top5_acc: 0.6675, loss_cls: 6.6124, loss: 6.6124 2025-08-09 22:25:30,425 - pyskl - INFO - Epoch [110][6500/7492] lr: 8.323e-03, eta: 1 day, 23:50:55, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6606, loss_cls: 6.6271, loss: 6.6271 2025-08-09 22:26:26,983 - pyskl - INFO - Epoch [110][6600/7492] lr: 8.318e-03, eta: 1 day, 23:49:58, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3887, top5_acc: 0.6438, loss_cls: 6.7982, loss: 6.7982 2025-08-09 22:27:24,842 - pyskl - INFO - Epoch [110][6700/7492] lr: 8.313e-03, eta: 1 day, 23:49:00, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6625, loss_cls: 6.6899, loss: 6.6899 2025-08-09 22:28:22,457 - pyskl - INFO - Epoch [110][6800/7492] lr: 8.308e-03, eta: 1 day, 23:48:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3906, top5_acc: 0.6653, loss_cls: 6.6672, loss: 6.6672 2025-08-09 22:29:20,611 - pyskl - INFO - Epoch [110][6900/7492] lr: 8.303e-03, eta: 1 day, 23:47:06, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3925, top5_acc: 0.6556, loss_cls: 6.7098, loss: 6.7098 2025-08-09 22:30:18,189 - pyskl - INFO - Epoch [110][7000/7492] lr: 8.297e-03, eta: 1 day, 23:46:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4088, top5_acc: 0.6606, loss_cls: 6.7774, loss: 6.7774 2025-08-09 22:31:15,027 - pyskl - INFO - Epoch [110][7100/7492] lr: 8.292e-03, eta: 1 day, 23:45:12, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6450, loss_cls: 6.8692, loss: 6.8692 2025-08-09 22:32:12,223 - pyskl - INFO - Epoch [110][7200/7492] lr: 8.287e-03, eta: 1 day, 23:44:14, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3947, top5_acc: 0.6644, loss_cls: 6.7187, loss: 6.7187 2025-08-09 22:33:09,469 - pyskl - INFO - Epoch [110][7300/7492] lr: 8.282e-03, eta: 1 day, 23:43:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4050, top5_acc: 0.6684, loss_cls: 6.6582, loss: 6.6582 2025-08-09 22:34:06,643 - pyskl - INFO - Epoch [110][7400/7492] lr: 8.277e-03, eta: 1 day, 23:42:20, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3947, top5_acc: 0.6516, loss_cls: 6.7392, loss: 6.7392 2025-08-09 22:35:01,387 - pyskl - INFO - Saving checkpoint at 110 epochs 2025-08-09 22:35:50,957 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 22:35:51,634 - pyskl - INFO - top1_acc 0.3636 top5_acc 0.6179 2025-08-09 22:35:51,634 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 22:35:51,683 - pyskl - INFO - mean_acc 0.3635 2025-08-09 22:35:51,755 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_109.pth was removed 2025-08-09 22:35:53,505 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_110.pth. 2025-08-09 22:35:53,507 - pyskl - INFO - Best top1_acc is 0.3636 at 110 epoch. 2025-08-09 22:35:53,544 - pyskl - INFO - Epoch(val) [110][617] top1_acc: 0.3636, top5_acc: 0.6179, mean_class_accuracy: 0.3635 2025-08-09 22:37:24,251 - pyskl - INFO - Epoch [111][100/7492] lr: 8.267e-03, eta: 1 day, 23:40:23, time: 0.907, data_time: 0.332, memory: 11068, top1_acc: 0.4206, top5_acc: 0.6741, loss_cls: 6.5911, loss: 6.5911 2025-08-09 22:38:22,034 - pyskl - INFO - Epoch [111][200/7492] lr: 8.261e-03, eta: 1 day, 23:39:26, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4197, top5_acc: 0.6778, loss_cls: 6.5730, loss: 6.5730 2025-08-09 22:39:18,846 - pyskl - INFO - Epoch [111][300/7492] lr: 8.256e-03, eta: 1 day, 23:38:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4100, top5_acc: 0.6706, loss_cls: 6.6110, loss: 6.6110 2025-08-09 22:40:16,607 - pyskl - INFO - Epoch [111][400/7492] lr: 8.251e-03, eta: 1 day, 23:37:31, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.6809, loss_cls: 6.5216, loss: 6.5216 2025-08-09 22:41:13,916 - pyskl - INFO - Epoch [111][500/7492] lr: 8.246e-03, eta: 1 day, 23:36:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4034, top5_acc: 0.6687, loss_cls: 6.5989, loss: 6.5989 2025-08-09 22:42:10,890 - pyskl - INFO - Epoch [111][600/7492] lr: 8.241e-03, eta: 1 day, 23:35:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4166, top5_acc: 0.6787, loss_cls: 6.5469, loss: 6.5469 2025-08-09 22:43:07,997 - pyskl - INFO - Epoch [111][700/7492] lr: 8.235e-03, eta: 1 day, 23:34:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4194, top5_acc: 0.6856, loss_cls: 6.4765, loss: 6.4765 2025-08-09 22:44:05,837 - pyskl - INFO - Epoch [111][800/7492] lr: 8.230e-03, eta: 1 day, 23:33:42, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4156, top5_acc: 0.6694, loss_cls: 6.6238, loss: 6.6238 2025-08-09 22:45:04,140 - pyskl - INFO - Epoch [111][900/7492] lr: 8.225e-03, eta: 1 day, 23:32:45, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4113, top5_acc: 0.6566, loss_cls: 6.6819, loss: 6.6819 2025-08-09 22:46:01,872 - pyskl - INFO - Epoch [111][1000/7492] lr: 8.220e-03, eta: 1 day, 23:31:48, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4250, top5_acc: 0.6931, loss_cls: 6.4494, loss: 6.4494 2025-08-09 22:47:00,058 - pyskl - INFO - Epoch [111][1100/7492] lr: 8.215e-03, eta: 1 day, 23:30:51, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.3997, top5_acc: 0.6559, loss_cls: 6.7559, loss: 6.7559 2025-08-09 22:47:57,484 - pyskl - INFO - Epoch [111][1200/7492] lr: 8.210e-03, eta: 1 day, 23:29:54, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4056, top5_acc: 0.6816, loss_cls: 6.6265, loss: 6.6265 2025-08-09 22:48:55,171 - pyskl - INFO - Epoch [111][1300/7492] lr: 8.204e-03, eta: 1 day, 23:28:57, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4044, top5_acc: 0.6603, loss_cls: 6.7150, loss: 6.7150 2025-08-09 22:49:52,100 - pyskl - INFO - Epoch [111][1400/7492] lr: 8.199e-03, eta: 1 day, 23:27:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4134, top5_acc: 0.6600, loss_cls: 6.5751, loss: 6.5751 2025-08-09 22:50:49,797 - pyskl - INFO - Epoch [111][1500/7492] lr: 8.194e-03, eta: 1 day, 23:27:02, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4138, top5_acc: 0.6644, loss_cls: 6.6160, loss: 6.6160 2025-08-09 22:51:46,834 - pyskl - INFO - Epoch [111][1600/7492] lr: 8.189e-03, eta: 1 day, 23:26:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4103, top5_acc: 0.6594, loss_cls: 6.6933, loss: 6.6933 2025-08-09 22:52:43,017 - pyskl - INFO - Epoch [111][1700/7492] lr: 8.184e-03, eta: 1 day, 23:25:07, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.4097, top5_acc: 0.6669, loss_cls: 6.6716, loss: 6.6716 2025-08-09 22:53:39,226 - pyskl - INFO - Epoch [111][1800/7492] lr: 8.179e-03, eta: 1 day, 23:24:09, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.4066, top5_acc: 0.6753, loss_cls: 6.5950, loss: 6.5950 2025-08-09 22:54:35,704 - pyskl - INFO - Epoch [111][1900/7492] lr: 8.173e-03, eta: 1 day, 23:23:12, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4100, top5_acc: 0.6725, loss_cls: 6.6263, loss: 6.6263 2025-08-09 22:55:33,589 - pyskl - INFO - Epoch [111][2000/7492] lr: 8.168e-03, eta: 1 day, 23:22:15, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3922, top5_acc: 0.6606, loss_cls: 6.7263, loss: 6.7263 2025-08-09 22:56:31,278 - pyskl - INFO - Epoch [111][2100/7492] lr: 8.163e-03, eta: 1 day, 23:21:17, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4147, top5_acc: 0.6684, loss_cls: 6.6449, loss: 6.6449 2025-08-09 22:57:28,479 - pyskl - INFO - Epoch [111][2200/7492] lr: 8.158e-03, eta: 1 day, 23:20:20, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4231, top5_acc: 0.6794, loss_cls: 6.5769, loss: 6.5769 2025-08-09 22:58:26,120 - pyskl - INFO - Epoch [111][2300/7492] lr: 8.153e-03, eta: 1 day, 23:19:23, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4181, top5_acc: 0.6791, loss_cls: 6.4852, loss: 6.4852 2025-08-09 22:59:22,962 - pyskl - INFO - Epoch [111][2400/7492] lr: 8.148e-03, eta: 1 day, 23:18:25, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3937, top5_acc: 0.6628, loss_cls: 6.7496, loss: 6.7496 2025-08-09 23:00:19,757 - pyskl - INFO - Epoch [111][2500/7492] lr: 8.142e-03, eta: 1 day, 23:17:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4075, top5_acc: 0.6622, loss_cls: 6.6658, loss: 6.6658 2025-08-09 23:01:16,450 - pyskl - INFO - Epoch [111][2600/7492] lr: 8.137e-03, eta: 1 day, 23:16:31, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4091, top5_acc: 0.6656, loss_cls: 6.6011, loss: 6.6011 2025-08-09 23:02:13,967 - pyskl - INFO - Epoch [111][2700/7492] lr: 8.132e-03, eta: 1 day, 23:15:33, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4113, top5_acc: 0.6578, loss_cls: 6.7388, loss: 6.7388 2025-08-09 23:03:11,073 - pyskl - INFO - Epoch [111][2800/7492] lr: 8.127e-03, eta: 1 day, 23:14:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3981, top5_acc: 0.6575, loss_cls: 6.7432, loss: 6.7432 2025-08-09 23:04:08,036 - pyskl - INFO - Epoch [111][2900/7492] lr: 8.122e-03, eta: 1 day, 23:13:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3941, top5_acc: 0.6591, loss_cls: 6.6827, loss: 6.6827 2025-08-09 23:05:04,834 - pyskl - INFO - Epoch [111][3000/7492] lr: 8.117e-03, eta: 1 day, 23:12:41, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 6.6697, loss: 6.6697 2025-08-09 23:06:02,101 - pyskl - INFO - Epoch [111][3100/7492] lr: 8.111e-03, eta: 1 day, 23:11:44, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4219, top5_acc: 0.6709, loss_cls: 6.6512, loss: 6.6512 2025-08-09 23:06:58,475 - pyskl - INFO - Epoch [111][3200/7492] lr: 8.106e-03, eta: 1 day, 23:10:46, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4144, top5_acc: 0.6628, loss_cls: 6.6784, loss: 6.6784 2025-08-09 23:07:54,906 - pyskl - INFO - Epoch [111][3300/7492] lr: 8.101e-03, eta: 1 day, 23:09:49, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6603, loss_cls: 6.6917, loss: 6.6917 2025-08-09 23:08:51,774 - pyskl - INFO - Epoch [111][3400/7492] lr: 8.096e-03, eta: 1 day, 23:08:51, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6603, loss_cls: 6.6903, loss: 6.6903 2025-08-09 23:09:48,570 - pyskl - INFO - Epoch [111][3500/7492] lr: 8.091e-03, eta: 1 day, 23:07:54, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4263, top5_acc: 0.6706, loss_cls: 6.5149, loss: 6.5149 2025-08-09 23:10:45,755 - pyskl - INFO - Epoch [111][3600/7492] lr: 8.086e-03, eta: 1 day, 23:06:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3991, top5_acc: 0.6672, loss_cls: 6.6745, loss: 6.6745 2025-08-09 23:11:43,658 - pyskl - INFO - Epoch [111][3700/7492] lr: 8.081e-03, eta: 1 day, 23:05:59, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3975, top5_acc: 0.6619, loss_cls: 6.8092, loss: 6.8092 2025-08-09 23:12:40,434 - pyskl - INFO - Epoch [111][3800/7492] lr: 8.075e-03, eta: 1 day, 23:05:02, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.3934, top5_acc: 0.6575, loss_cls: 6.7062, loss: 6.7062 2025-08-09 23:13:37,825 - pyskl - INFO - Epoch [111][3900/7492] lr: 8.070e-03, eta: 1 day, 23:04:05, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4009, top5_acc: 0.6741, loss_cls: 6.6568, loss: 6.6568 2025-08-09 23:14:35,498 - pyskl - INFO - Epoch [111][4000/7492] lr: 8.065e-03, eta: 1 day, 23:03:07, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3984, top5_acc: 0.6600, loss_cls: 6.7086, loss: 6.7086 2025-08-09 23:15:33,372 - pyskl - INFO - Epoch [111][4100/7492] lr: 8.060e-03, eta: 1 day, 23:02:10, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4003, top5_acc: 0.6684, loss_cls: 6.6251, loss: 6.6251 2025-08-09 23:16:30,835 - pyskl - INFO - Epoch [111][4200/7492] lr: 8.055e-03, eta: 1 day, 23:01:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4003, top5_acc: 0.6622, loss_cls: 6.7117, loss: 6.7117 2025-08-09 23:17:27,389 - pyskl - INFO - Epoch [111][4300/7492] lr: 8.050e-03, eta: 1 day, 23:00:16, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.3956, top5_acc: 0.6672, loss_cls: 6.6664, loss: 6.6664 2025-08-09 23:18:24,895 - pyskl - INFO - Epoch [111][4400/7492] lr: 8.045e-03, eta: 1 day, 22:59:18, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3994, top5_acc: 0.6591, loss_cls: 6.6861, loss: 6.6861 2025-08-09 23:19:22,046 - pyskl - INFO - Epoch [111][4500/7492] lr: 8.039e-03, eta: 1 day, 22:58:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6669, loss_cls: 6.6085, loss: 6.6085 2025-08-09 23:20:18,310 - pyskl - INFO - Epoch [111][4600/7492] lr: 8.034e-03, eta: 1 day, 22:57:23, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.4159, top5_acc: 0.6747, loss_cls: 6.4707, loss: 6.4707 2025-08-09 23:21:14,851 - pyskl - INFO - Epoch [111][4700/7492] lr: 8.029e-03, eta: 1 day, 22:56:26, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4081, top5_acc: 0.6672, loss_cls: 6.6246, loss: 6.6246 2025-08-09 23:22:11,996 - pyskl - INFO - Epoch [111][4800/7492] lr: 8.024e-03, eta: 1 day, 22:55:28, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3956, top5_acc: 0.6500, loss_cls: 6.7649, loss: 6.7649 2025-08-09 23:23:08,662 - pyskl - INFO - Epoch [111][4900/7492] lr: 8.019e-03, eta: 1 day, 22:54:31, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3944, top5_acc: 0.6572, loss_cls: 6.6849, loss: 6.6849 2025-08-09 23:24:05,835 - pyskl - INFO - Epoch [111][5000/7492] lr: 8.014e-03, eta: 1 day, 22:53:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3984, top5_acc: 0.6644, loss_cls: 6.6840, loss: 6.6840 2025-08-09 23:25:03,014 - pyskl - INFO - Epoch [111][5100/7492] lr: 8.009e-03, eta: 1 day, 22:52:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4078, top5_acc: 0.6644, loss_cls: 6.6128, loss: 6.6128 2025-08-09 23:26:00,510 - pyskl - INFO - Epoch [111][5200/7492] lr: 8.003e-03, eta: 1 day, 22:51:39, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3997, top5_acc: 0.6603, loss_cls: 6.6760, loss: 6.6760 2025-08-09 23:26:58,232 - pyskl - INFO - Epoch [111][5300/7492] lr: 7.998e-03, eta: 1 day, 22:50:42, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4163, top5_acc: 0.6697, loss_cls: 6.5782, loss: 6.5782 2025-08-09 23:27:55,597 - pyskl - INFO - Epoch [111][5400/7492] lr: 7.993e-03, eta: 1 day, 22:49:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4181, top5_acc: 0.6656, loss_cls: 6.5995, loss: 6.5995 2025-08-09 23:28:52,525 - pyskl - INFO - Epoch [111][5500/7492] lr: 7.988e-03, eta: 1 day, 22:48:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3994, top5_acc: 0.6497, loss_cls: 6.7697, loss: 6.7697 2025-08-09 23:29:51,204 - pyskl - INFO - Epoch [111][5600/7492] lr: 7.983e-03, eta: 1 day, 22:47:51, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4109, top5_acc: 0.6728, loss_cls: 6.6158, loss: 6.6158 2025-08-09 23:30:49,288 - pyskl - INFO - Epoch [111][5700/7492] lr: 7.978e-03, eta: 1 day, 22:46:53, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3947, top5_acc: 0.6578, loss_cls: 6.7486, loss: 6.7486 2025-08-09 23:31:46,776 - pyskl - INFO - Epoch [111][5800/7492] lr: 7.973e-03, eta: 1 day, 22:45:56, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.3997, top5_acc: 0.6637, loss_cls: 6.6720, loss: 6.6720 2025-08-09 23:32:44,799 - pyskl - INFO - Epoch [111][5900/7492] lr: 7.968e-03, eta: 1 day, 22:44:59, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.3941, top5_acc: 0.6650, loss_cls: 6.6584, loss: 6.6584 2025-08-09 23:33:43,699 - pyskl - INFO - Epoch [111][6000/7492] lr: 7.963e-03, eta: 1 day, 22:44:03, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6609, loss_cls: 6.6994, loss: 6.6994 2025-08-09 23:34:41,102 - pyskl - INFO - Epoch [111][6100/7492] lr: 7.957e-03, eta: 1 day, 22:43:05, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4003, top5_acc: 0.6700, loss_cls: 6.5862, loss: 6.5862 2025-08-09 23:35:38,555 - pyskl - INFO - Epoch [111][6200/7492] lr: 7.952e-03, eta: 1 day, 22:42:08, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4022, top5_acc: 0.6541, loss_cls: 6.6921, loss: 6.6921 2025-08-09 23:36:36,490 - pyskl - INFO - Epoch [111][6300/7492] lr: 7.947e-03, eta: 1 day, 22:41:11, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6600, loss_cls: 6.5887, loss: 6.5887 2025-08-09 23:37:33,216 - pyskl - INFO - Epoch [111][6400/7492] lr: 7.942e-03, eta: 1 day, 22:40:14, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.3925, top5_acc: 0.6653, loss_cls: 6.6735, loss: 6.6735 2025-08-09 23:38:29,586 - pyskl - INFO - Epoch [111][6500/7492] lr: 7.937e-03, eta: 1 day, 22:39:16, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4225, top5_acc: 0.6644, loss_cls: 6.6273, loss: 6.6273 2025-08-09 23:39:26,214 - pyskl - INFO - Epoch [111][6600/7492] lr: 7.932e-03, eta: 1 day, 22:38:18, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6737, loss_cls: 6.6598, loss: 6.6598 2025-08-09 23:40:23,783 - pyskl - INFO - Epoch [111][6700/7492] lr: 7.927e-03, eta: 1 day, 22:37:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.3984, top5_acc: 0.6534, loss_cls: 6.7317, loss: 6.7317 2025-08-09 23:41:20,901 - pyskl - INFO - Epoch [111][6800/7492] lr: 7.922e-03, eta: 1 day, 22:36:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.3897, top5_acc: 0.6569, loss_cls: 6.7060, loss: 6.7060 2025-08-09 23:42:17,616 - pyskl - INFO - Epoch [111][6900/7492] lr: 7.917e-03, eta: 1 day, 22:35:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4006, top5_acc: 0.6584, loss_cls: 6.6767, loss: 6.6767 2025-08-09 23:43:14,374 - pyskl - INFO - Epoch [111][7000/7492] lr: 7.911e-03, eta: 1 day, 22:34:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4156, top5_acc: 0.6819, loss_cls: 6.5409, loss: 6.5409 2025-08-09 23:44:11,372 - pyskl - INFO - Epoch [111][7100/7492] lr: 7.906e-03, eta: 1 day, 22:33:31, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6587, loss_cls: 6.6537, loss: 6.6537 2025-08-09 23:45:08,755 - pyskl - INFO - Epoch [111][7200/7492] lr: 7.901e-03, eta: 1 day, 22:32:34, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4037, top5_acc: 0.6566, loss_cls: 6.6837, loss: 6.6837 2025-08-09 23:46:05,279 - pyskl - INFO - Epoch [111][7300/7492] lr: 7.896e-03, eta: 1 day, 22:31:37, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4166, top5_acc: 0.6747, loss_cls: 6.5836, loss: 6.5836 2025-08-09 23:47:01,641 - pyskl - INFO - Epoch [111][7400/7492] lr: 7.891e-03, eta: 1 day, 22:30:39, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4084, top5_acc: 0.6741, loss_cls: 6.5691, loss: 6.5691 2025-08-09 23:47:55,698 - pyskl - INFO - Saving checkpoint at 111 epochs 2025-08-09 23:48:44,410 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-09 23:48:45,070 - pyskl - INFO - top1_acc 0.3592 top5_acc 0.6167 2025-08-09 23:48:45,070 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-09 23:48:45,112 - pyskl - INFO - mean_acc 0.3589 2025-08-09 23:48:45,125 - pyskl - INFO - Epoch(val) [111][617] top1_acc: 0.3592, top5_acc: 0.6167, mean_class_accuracy: 0.3589 2025-08-09 23:50:17,726 - pyskl - INFO - Epoch [112][100/7492] lr: 7.881e-03, eta: 1 day, 22:28:43, time: 0.926, data_time: 0.332, memory: 11068, top1_acc: 0.4131, top5_acc: 0.6766, loss_cls: 6.6556, loss: 6.6556 2025-08-09 23:51:16,383 - pyskl - INFO - Epoch [112][200/7492] lr: 7.876e-03, eta: 1 day, 22:27:46, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6841, loss_cls: 6.4695, loss: 6.4695 2025-08-09 23:52:14,131 - pyskl - INFO - Epoch [112][300/7492] lr: 7.871e-03, eta: 1 day, 22:26:49, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4153, top5_acc: 0.6653, loss_cls: 6.5771, loss: 6.5771 2025-08-09 23:53:12,418 - pyskl - INFO - Epoch [112][400/7492] lr: 7.866e-03, eta: 1 day, 22:25:52, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4050, top5_acc: 0.6744, loss_cls: 6.6167, loss: 6.6167 2025-08-09 23:54:10,488 - pyskl - INFO - Epoch [112][500/7492] lr: 7.861e-03, eta: 1 day, 22:24:55, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4275, top5_acc: 0.6744, loss_cls: 6.5102, loss: 6.5102 2025-08-09 23:55:08,043 - pyskl - INFO - Epoch [112][600/7492] lr: 7.856e-03, eta: 1 day, 22:23:58, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4266, top5_acc: 0.6819, loss_cls: 6.4803, loss: 6.4803 2025-08-09 23:56:05,802 - pyskl - INFO - Epoch [112][700/7492] lr: 7.851e-03, eta: 1 day, 22:23:01, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.3972, top5_acc: 0.6575, loss_cls: 6.6410, loss: 6.6410 2025-08-09 23:57:02,326 - pyskl - INFO - Epoch [112][800/7492] lr: 7.846e-03, eta: 1 day, 22:22:03, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4300, top5_acc: 0.6750, loss_cls: 6.5434, loss: 6.5434 2025-08-09 23:57:59,947 - pyskl - INFO - Epoch [112][900/7492] lr: 7.841e-03, eta: 1 day, 22:21:06, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4331, top5_acc: 0.6863, loss_cls: 6.4331, loss: 6.4331 2025-08-09 23:58:57,329 - pyskl - INFO - Epoch [112][1000/7492] lr: 7.835e-03, eta: 1 day, 22:20:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4194, top5_acc: 0.6703, loss_cls: 6.5382, loss: 6.5382 2025-08-09 23:59:54,604 - pyskl - INFO - Epoch [112][1100/7492] lr: 7.830e-03, eta: 1 day, 22:19:12, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4081, top5_acc: 0.6719, loss_cls: 6.5204, loss: 6.5204 2025-08-10 00:00:52,424 - pyskl - INFO - Epoch [112][1200/7492] lr: 7.825e-03, eta: 1 day, 22:18:14, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4250, top5_acc: 0.6903, loss_cls: 6.4315, loss: 6.4315 2025-08-10 00:01:50,212 - pyskl - INFO - Epoch [112][1300/7492] lr: 7.820e-03, eta: 1 day, 22:17:17, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6691, loss_cls: 6.5816, loss: 6.5816 2025-08-10 00:02:47,616 - pyskl - INFO - Epoch [112][1400/7492] lr: 7.815e-03, eta: 1 day, 22:16:20, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4041, top5_acc: 0.6622, loss_cls: 6.6522, loss: 6.6522 2025-08-10 00:03:45,581 - pyskl - INFO - Epoch [112][1500/7492] lr: 7.810e-03, eta: 1 day, 22:15:23, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4091, top5_acc: 0.6659, loss_cls: 6.6894, loss: 6.6894 2025-08-10 00:04:44,239 - pyskl - INFO - Epoch [112][1600/7492] lr: 7.805e-03, eta: 1 day, 22:14:26, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4216, top5_acc: 0.6772, loss_cls: 6.5897, loss: 6.5897 2025-08-10 00:05:41,990 - pyskl - INFO - Epoch [112][1700/7492] lr: 7.800e-03, eta: 1 day, 22:13:29, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4125, top5_acc: 0.6697, loss_cls: 6.5061, loss: 6.5061 2025-08-10 00:06:39,094 - pyskl - INFO - Epoch [112][1800/7492] lr: 7.795e-03, eta: 1 day, 22:12:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4200, top5_acc: 0.6594, loss_cls: 6.6184, loss: 6.6184 2025-08-10 00:07:37,490 - pyskl - INFO - Epoch [112][1900/7492] lr: 7.790e-03, eta: 1 day, 22:11:35, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4147, top5_acc: 0.6763, loss_cls: 6.6309, loss: 6.6309 2025-08-10 00:08:36,019 - pyskl - INFO - Epoch [112][2000/7492] lr: 7.785e-03, eta: 1 day, 22:10:38, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4203, top5_acc: 0.6781, loss_cls: 6.4666, loss: 6.4666 2025-08-10 00:09:34,596 - pyskl - INFO - Epoch [112][2100/7492] lr: 7.780e-03, eta: 1 day, 22:09:41, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.3956, top5_acc: 0.6637, loss_cls: 6.8054, loss: 6.8054 2025-08-10 00:10:32,487 - pyskl - INFO - Epoch [112][2200/7492] lr: 7.775e-03, eta: 1 day, 22:08:44, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4222, top5_acc: 0.6700, loss_cls: 6.5179, loss: 6.5179 2025-08-10 00:11:29,247 - pyskl - INFO - Epoch [112][2300/7492] lr: 7.770e-03, eta: 1 day, 22:07:47, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4163, top5_acc: 0.6694, loss_cls: 6.6516, loss: 6.6516 2025-08-10 00:12:25,747 - pyskl - INFO - Epoch [112][2400/7492] lr: 7.764e-03, eta: 1 day, 22:06:49, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4219, top5_acc: 0.6763, loss_cls: 6.5645, loss: 6.5645 2025-08-10 00:13:22,484 - pyskl - INFO - Epoch [112][2500/7492] lr: 7.759e-03, eta: 1 day, 22:05:52, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4278, top5_acc: 0.6750, loss_cls: 6.5455, loss: 6.5455 2025-08-10 00:14:19,169 - pyskl - INFO - Epoch [112][2600/7492] lr: 7.754e-03, eta: 1 day, 22:04:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4119, top5_acc: 0.6653, loss_cls: 6.6697, loss: 6.6697 2025-08-10 00:15:16,798 - pyskl - INFO - Epoch [112][2700/7492] lr: 7.749e-03, eta: 1 day, 22:03:57, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4009, top5_acc: 0.6697, loss_cls: 6.7067, loss: 6.7067 2025-08-10 00:16:14,536 - pyskl - INFO - Epoch [112][2800/7492] lr: 7.744e-03, eta: 1 day, 22:03:00, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4116, top5_acc: 0.6766, loss_cls: 6.5087, loss: 6.5087 2025-08-10 00:17:11,716 - pyskl - INFO - Epoch [112][2900/7492] lr: 7.739e-03, eta: 1 day, 22:02:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6594, loss_cls: 6.6239, loss: 6.6239 2025-08-10 00:18:09,054 - pyskl - INFO - Epoch [112][3000/7492] lr: 7.734e-03, eta: 1 day, 22:01:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4091, top5_acc: 0.6603, loss_cls: 6.6780, loss: 6.6780 2025-08-10 00:19:05,905 - pyskl - INFO - Epoch [112][3100/7492] lr: 7.729e-03, eta: 1 day, 22:00:08, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4238, top5_acc: 0.6750, loss_cls: 6.5743, loss: 6.5743 2025-08-10 00:20:02,370 - pyskl - INFO - Epoch [112][3200/7492] lr: 7.724e-03, eta: 1 day, 21:59:10, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4037, top5_acc: 0.6697, loss_cls: 6.5788, loss: 6.5788 2025-08-10 00:20:59,730 - pyskl - INFO - Epoch [112][3300/7492] lr: 7.719e-03, eta: 1 day, 21:58:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4041, top5_acc: 0.6716, loss_cls: 6.6677, loss: 6.6677 2025-08-10 00:21:57,331 - pyskl - INFO - Epoch [112][3400/7492] lr: 7.714e-03, eta: 1 day, 21:57:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4044, top5_acc: 0.6653, loss_cls: 6.5966, loss: 6.5966 2025-08-10 00:22:54,309 - pyskl - INFO - Epoch [112][3500/7492] lr: 7.709e-03, eta: 1 day, 21:56:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6547, loss_cls: 6.7006, loss: 6.7006 2025-08-10 00:23:51,922 - pyskl - INFO - Epoch [112][3600/7492] lr: 7.704e-03, eta: 1 day, 21:55:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6778, loss_cls: 6.6616, loss: 6.6616 2025-08-10 00:24:49,494 - pyskl - INFO - Epoch [112][3700/7492] lr: 7.699e-03, eta: 1 day, 21:54:24, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4169, top5_acc: 0.6719, loss_cls: 6.5383, loss: 6.5383 2025-08-10 00:25:46,200 - pyskl - INFO - Epoch [112][3800/7492] lr: 7.694e-03, eta: 1 day, 21:53:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4128, top5_acc: 0.6744, loss_cls: 6.5847, loss: 6.5847 2025-08-10 00:26:43,016 - pyskl - INFO - Epoch [112][3900/7492] lr: 7.689e-03, eta: 1 day, 21:52:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4122, top5_acc: 0.6700, loss_cls: 6.5590, loss: 6.5590 2025-08-10 00:27:40,163 - pyskl - INFO - Epoch [112][4000/7492] lr: 7.684e-03, eta: 1 day, 21:51:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4041, top5_acc: 0.6531, loss_cls: 6.6638, loss: 6.6638 2025-08-10 00:28:37,459 - pyskl - INFO - Epoch [112][4100/7492] lr: 7.679e-03, eta: 1 day, 21:50:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4116, top5_acc: 0.6716, loss_cls: 6.5633, loss: 6.5633 2025-08-10 00:29:34,764 - pyskl - INFO - Epoch [112][4200/7492] lr: 7.674e-03, eta: 1 day, 21:49:37, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4075, top5_acc: 0.6650, loss_cls: 6.6418, loss: 6.6418 2025-08-10 00:30:32,804 - pyskl - INFO - Epoch [112][4300/7492] lr: 7.669e-03, eta: 1 day, 21:48:40, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4166, top5_acc: 0.6713, loss_cls: 6.5609, loss: 6.5609 2025-08-10 00:31:30,459 - pyskl - INFO - Epoch [112][4400/7492] lr: 7.664e-03, eta: 1 day, 21:47:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4131, top5_acc: 0.6697, loss_cls: 6.6484, loss: 6.6484 2025-08-10 00:32:28,076 - pyskl - INFO - Epoch [112][4500/7492] lr: 7.658e-03, eta: 1 day, 21:46:46, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4147, top5_acc: 0.6634, loss_cls: 6.6171, loss: 6.6171 2025-08-10 00:33:26,468 - pyskl - INFO - Epoch [112][4600/7492] lr: 7.653e-03, eta: 1 day, 21:45:49, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4047, top5_acc: 0.6656, loss_cls: 6.6278, loss: 6.6278 2025-08-10 00:34:24,117 - pyskl - INFO - Epoch [112][4700/7492] lr: 7.648e-03, eta: 1 day, 21:44:52, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3916, top5_acc: 0.6547, loss_cls: 6.6861, loss: 6.6861 2025-08-10 00:35:21,550 - pyskl - INFO - Epoch [112][4800/7492] lr: 7.643e-03, eta: 1 day, 21:43:54, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6731, loss_cls: 6.6249, loss: 6.6249 2025-08-10 00:36:18,960 - pyskl - INFO - Epoch [112][4900/7492] lr: 7.638e-03, eta: 1 day, 21:42:57, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4078, top5_acc: 0.6666, loss_cls: 6.5910, loss: 6.5910 2025-08-10 00:37:15,648 - pyskl - INFO - Epoch [112][5000/7492] lr: 7.633e-03, eta: 1 day, 21:42:00, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4106, top5_acc: 0.6694, loss_cls: 6.5595, loss: 6.5595 2025-08-10 00:38:11,919 - pyskl - INFO - Epoch [112][5100/7492] lr: 7.628e-03, eta: 1 day, 21:41:02, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.4141, top5_acc: 0.6719, loss_cls: 6.5431, loss: 6.5431 2025-08-10 00:39:09,156 - pyskl - INFO - Epoch [112][5200/7492] lr: 7.623e-03, eta: 1 day, 21:40:05, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.3997, top5_acc: 0.6550, loss_cls: 6.6456, loss: 6.6456 2025-08-10 00:40:06,300 - pyskl - INFO - Epoch [112][5300/7492] lr: 7.618e-03, eta: 1 day, 21:39:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4094, top5_acc: 0.6647, loss_cls: 6.6156, loss: 6.6156 2025-08-10 00:41:04,728 - pyskl - INFO - Epoch [112][5400/7492] lr: 7.613e-03, eta: 1 day, 21:38:11, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.3956, top5_acc: 0.6566, loss_cls: 6.6923, loss: 6.6923 2025-08-10 00:42:03,188 - pyskl - INFO - Epoch [112][5500/7492] lr: 7.608e-03, eta: 1 day, 21:37:14, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.3941, top5_acc: 0.6469, loss_cls: 6.7020, loss: 6.7020 2025-08-10 00:43:02,268 - pyskl - INFO - Epoch [112][5600/7492] lr: 7.603e-03, eta: 1 day, 21:36:17, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.4100, top5_acc: 0.6628, loss_cls: 6.5731, loss: 6.5731 2025-08-10 00:44:00,012 - pyskl - INFO - Epoch [112][5700/7492] lr: 7.598e-03, eta: 1 day, 21:35:20, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4066, top5_acc: 0.6628, loss_cls: 6.6291, loss: 6.6291 2025-08-10 00:44:57,362 - pyskl - INFO - Epoch [112][5800/7492] lr: 7.593e-03, eta: 1 day, 21:34:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4194, top5_acc: 0.6716, loss_cls: 6.6191, loss: 6.6191 2025-08-10 00:45:53,998 - pyskl - INFO - Epoch [112][5900/7492] lr: 7.588e-03, eta: 1 day, 21:33:25, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4050, top5_acc: 0.6675, loss_cls: 6.6500, loss: 6.6500 2025-08-10 00:46:51,432 - pyskl - INFO - Epoch [112][6000/7492] lr: 7.583e-03, eta: 1 day, 21:32:28, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4172, top5_acc: 0.6828, loss_cls: 6.4918, loss: 6.4918 2025-08-10 00:47:48,323 - pyskl - INFO - Epoch [112][6100/7492] lr: 7.578e-03, eta: 1 day, 21:31:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.3934, top5_acc: 0.6519, loss_cls: 6.7176, loss: 6.7176 2025-08-10 00:48:44,758 - pyskl - INFO - Epoch [112][6200/7492] lr: 7.573e-03, eta: 1 day, 21:30:33, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4128, top5_acc: 0.6497, loss_cls: 6.6575, loss: 6.6575 2025-08-10 00:49:41,866 - pyskl - INFO - Epoch [112][6300/7492] lr: 7.568e-03, eta: 1 day, 21:29:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4047, top5_acc: 0.6737, loss_cls: 6.6279, loss: 6.6279 2025-08-10 00:50:39,139 - pyskl - INFO - Epoch [112][6400/7492] lr: 7.563e-03, eta: 1 day, 21:28:38, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4037, top5_acc: 0.6528, loss_cls: 6.7656, loss: 6.7656 2025-08-10 00:51:36,821 - pyskl - INFO - Epoch [112][6500/7492] lr: 7.558e-03, eta: 1 day, 21:27:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4159, top5_acc: 0.6728, loss_cls: 6.6368, loss: 6.6368 2025-08-10 00:52:34,195 - pyskl - INFO - Epoch [112][6600/7492] lr: 7.553e-03, eta: 1 day, 21:26:44, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4113, top5_acc: 0.6822, loss_cls: 6.5374, loss: 6.5374 2025-08-10 00:53:31,827 - pyskl - INFO - Epoch [112][6700/7492] lr: 7.548e-03, eta: 1 day, 21:25:47, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4034, top5_acc: 0.6719, loss_cls: 6.6021, loss: 6.6021 2025-08-10 00:54:28,698 - pyskl - INFO - Epoch [112][6800/7492] lr: 7.543e-03, eta: 1 day, 21:24:49, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4044, top5_acc: 0.6613, loss_cls: 6.6269, loss: 6.6269 2025-08-10 00:55:25,151 - pyskl - INFO - Epoch [112][6900/7492] lr: 7.538e-03, eta: 1 day, 21:23:52, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4172, top5_acc: 0.6681, loss_cls: 6.6016, loss: 6.6016 2025-08-10 00:56:23,016 - pyskl - INFO - Epoch [112][7000/7492] lr: 7.533e-03, eta: 1 day, 21:22:55, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4009, top5_acc: 0.6759, loss_cls: 6.5544, loss: 6.5544 2025-08-10 00:57:20,754 - pyskl - INFO - Epoch [112][7100/7492] lr: 7.528e-03, eta: 1 day, 21:21:57, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 6.7452, loss: 6.7452 2025-08-10 00:58:17,528 - pyskl - INFO - Epoch [112][7200/7492] lr: 7.523e-03, eta: 1 day, 21:21:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4019, top5_acc: 0.6634, loss_cls: 6.6622, loss: 6.6622 2025-08-10 00:59:15,426 - pyskl - INFO - Epoch [112][7300/7492] lr: 7.518e-03, eta: 1 day, 21:20:03, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4113, top5_acc: 0.6616, loss_cls: 6.5870, loss: 6.5870 2025-08-10 01:00:13,245 - pyskl - INFO - Epoch [112][7400/7492] lr: 7.513e-03, eta: 1 day, 21:19:06, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4163, top5_acc: 0.6722, loss_cls: 6.5676, loss: 6.5676 2025-08-10 01:01:07,740 - pyskl - INFO - Saving checkpoint at 112 epochs 2025-08-10 01:01:57,415 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 01:01:58,096 - pyskl - INFO - top1_acc 0.3673 top5_acc 0.6226 2025-08-10 01:01:58,096 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 01:01:58,162 - pyskl - INFO - mean_acc 0.3670 2025-08-10 01:01:58,232 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_110.pth was removed 2025-08-10 01:02:00,079 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_112.pth. 2025-08-10 01:02:00,080 - pyskl - INFO - Best top1_acc is 0.3673 at 112 epoch. 2025-08-10 01:02:00,099 - pyskl - INFO - Epoch(val) [112][617] top1_acc: 0.3673, top5_acc: 0.6226, mean_class_accuracy: 0.3670 2025-08-10 01:03:32,236 - pyskl - INFO - Epoch [113][100/7492] lr: 7.503e-03, eta: 1 day, 21:17:10, time: 0.921, data_time: 0.339, memory: 11068, top1_acc: 0.4113, top5_acc: 0.6725, loss_cls: 6.5544, loss: 6.5544 2025-08-10 01:04:29,321 - pyskl - INFO - Epoch [113][200/7492] lr: 7.498e-03, eta: 1 day, 21:16:12, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6834, loss_cls: 6.4447, loss: 6.4447 2025-08-10 01:05:26,408 - pyskl - INFO - Epoch [113][300/7492] lr: 7.493e-03, eta: 1 day, 21:15:15, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4091, top5_acc: 0.6775, loss_cls: 6.5747, loss: 6.5747 2025-08-10 01:06:23,972 - pyskl - INFO - Epoch [113][400/7492] lr: 7.489e-03, eta: 1 day, 21:14:18, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4144, top5_acc: 0.6778, loss_cls: 6.5688, loss: 6.5688 2025-08-10 01:07:21,292 - pyskl - INFO - Epoch [113][500/7492] lr: 7.484e-03, eta: 1 day, 21:13:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.6991, loss_cls: 6.3609, loss: 6.3609 2025-08-10 01:08:18,422 - pyskl - INFO - Epoch [113][600/7492] lr: 7.479e-03, eta: 1 day, 21:12:23, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4228, top5_acc: 0.6813, loss_cls: 6.5063, loss: 6.5063 2025-08-10 01:09:16,020 - pyskl - INFO - Epoch [113][700/7492] lr: 7.474e-03, eta: 1 day, 21:11:26, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4350, top5_acc: 0.6856, loss_cls: 6.5070, loss: 6.5070 2025-08-10 01:10:14,206 - pyskl - INFO - Epoch [113][800/7492] lr: 7.469e-03, eta: 1 day, 21:10:29, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4200, top5_acc: 0.6734, loss_cls: 6.5974, loss: 6.5974 2025-08-10 01:11:11,773 - pyskl - INFO - Epoch [113][900/7492] lr: 7.464e-03, eta: 1 day, 21:09:32, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4219, top5_acc: 0.6847, loss_cls: 6.5442, loss: 6.5442 2025-08-10 01:12:08,339 - pyskl - INFO - Epoch [113][1000/7492] lr: 7.459e-03, eta: 1 day, 21:08:34, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6837, loss_cls: 6.6314, loss: 6.6314 2025-08-10 01:13:04,550 - pyskl - INFO - Epoch [113][1100/7492] lr: 7.454e-03, eta: 1 day, 21:07:37, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.4081, top5_acc: 0.6609, loss_cls: 6.4729, loss: 6.4729 2025-08-10 01:14:01,323 - pyskl - INFO - Epoch [113][1200/7492] lr: 7.449e-03, eta: 1 day, 21:06:39, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4278, top5_acc: 0.6766, loss_cls: 6.5313, loss: 6.5313 2025-08-10 01:14:58,421 - pyskl - INFO - Epoch [113][1300/7492] lr: 7.444e-03, eta: 1 day, 21:05:42, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4241, top5_acc: 0.6794, loss_cls: 6.5264, loss: 6.5264 2025-08-10 01:15:56,521 - pyskl - INFO - Epoch [113][1400/7492] lr: 7.439e-03, eta: 1 day, 21:04:45, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4169, top5_acc: 0.6744, loss_cls: 6.5174, loss: 6.5174 2025-08-10 01:16:55,226 - pyskl - INFO - Epoch [113][1500/7492] lr: 7.434e-03, eta: 1 day, 21:03:48, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6703, loss_cls: 6.6402, loss: 6.6402 2025-08-10 01:17:52,880 - pyskl - INFO - Epoch [113][1600/7492] lr: 7.429e-03, eta: 1 day, 21:02:51, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4097, top5_acc: 0.6775, loss_cls: 6.5282, loss: 6.5282 2025-08-10 01:18:49,312 - pyskl - INFO - Epoch [113][1700/7492] lr: 7.424e-03, eta: 1 day, 21:01:53, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4253, top5_acc: 0.6822, loss_cls: 6.4496, loss: 6.4496 2025-08-10 01:19:46,115 - pyskl - INFO - Epoch [113][1800/7492] lr: 7.419e-03, eta: 1 day, 21:00:56, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4303, top5_acc: 0.6813, loss_cls: 6.4977, loss: 6.4977 2025-08-10 01:20:43,148 - pyskl - INFO - Epoch [113][1900/7492] lr: 7.414e-03, eta: 1 day, 20:59:59, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4103, top5_acc: 0.6772, loss_cls: 6.5376, loss: 6.5376 2025-08-10 01:21:40,647 - pyskl - INFO - Epoch [113][2000/7492] lr: 7.409e-03, eta: 1 day, 20:59:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4150, top5_acc: 0.6700, loss_cls: 6.5599, loss: 6.5599 2025-08-10 01:22:37,383 - pyskl - INFO - Epoch [113][2100/7492] lr: 7.404e-03, eta: 1 day, 20:58:04, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6687, loss_cls: 6.6092, loss: 6.6092 2025-08-10 01:23:35,638 - pyskl - INFO - Epoch [113][2200/7492] lr: 7.399e-03, eta: 1 day, 20:57:07, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4034, top5_acc: 0.6678, loss_cls: 6.6068, loss: 6.6068 2025-08-10 01:24:33,197 - pyskl - INFO - Epoch [113][2300/7492] lr: 7.394e-03, eta: 1 day, 20:56:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4197, top5_acc: 0.6750, loss_cls: 6.5481, loss: 6.5481 2025-08-10 01:25:30,807 - pyskl - INFO - Epoch [113][2400/7492] lr: 7.389e-03, eta: 1 day, 20:55:12, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6828, loss_cls: 6.4868, loss: 6.4868 2025-08-10 01:26:28,496 - pyskl - INFO - Epoch [113][2500/7492] lr: 7.384e-03, eta: 1 day, 20:54:15, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 6.5430, loss: 6.5430 2025-08-10 01:27:25,790 - pyskl - INFO - Epoch [113][2600/7492] lr: 7.379e-03, eta: 1 day, 20:53:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4159, top5_acc: 0.6625, loss_cls: 6.6629, loss: 6.6629 2025-08-10 01:28:23,099 - pyskl - INFO - Epoch [113][2700/7492] lr: 7.374e-03, eta: 1 day, 20:52:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4153, top5_acc: 0.6719, loss_cls: 6.5344, loss: 6.5344 2025-08-10 01:29:20,278 - pyskl - INFO - Epoch [113][2800/7492] lr: 7.369e-03, eta: 1 day, 20:51:23, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4238, top5_acc: 0.6787, loss_cls: 6.5349, loss: 6.5349 2025-08-10 01:30:17,521 - pyskl - INFO - Epoch [113][2900/7492] lr: 7.364e-03, eta: 1 day, 20:50:26, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4031, top5_acc: 0.6609, loss_cls: 6.6956, loss: 6.6956 2025-08-10 01:31:15,724 - pyskl - INFO - Epoch [113][3000/7492] lr: 7.359e-03, eta: 1 day, 20:49:29, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4253, top5_acc: 0.6787, loss_cls: 6.4963, loss: 6.4963 2025-08-10 01:32:12,970 - pyskl - INFO - Epoch [113][3100/7492] lr: 7.354e-03, eta: 1 day, 20:48:32, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4222, top5_acc: 0.6697, loss_cls: 6.5688, loss: 6.5688 2025-08-10 01:33:10,100 - pyskl - INFO - Epoch [113][3200/7492] lr: 7.349e-03, eta: 1 day, 20:47:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4234, top5_acc: 0.6728, loss_cls: 6.4945, loss: 6.4945 2025-08-10 01:34:08,901 - pyskl - INFO - Epoch [113][3300/7492] lr: 7.344e-03, eta: 1 day, 20:46:38, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4200, top5_acc: 0.6653, loss_cls: 6.5709, loss: 6.5709 2025-08-10 01:35:06,666 - pyskl - INFO - Epoch [113][3400/7492] lr: 7.339e-03, eta: 1 day, 20:45:41, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4078, top5_acc: 0.6778, loss_cls: 6.5250, loss: 6.5250 2025-08-10 01:36:03,780 - pyskl - INFO - Epoch [113][3500/7492] lr: 7.335e-03, eta: 1 day, 20:44:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4078, top5_acc: 0.6641, loss_cls: 6.6064, loss: 6.6064 2025-08-10 01:37:01,064 - pyskl - INFO - Epoch [113][3600/7492] lr: 7.330e-03, eta: 1 day, 20:43:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4078, top5_acc: 0.6684, loss_cls: 6.5880, loss: 6.5880 2025-08-10 01:37:58,553 - pyskl - INFO - Epoch [113][3700/7492] lr: 7.325e-03, eta: 1 day, 20:42:49, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4091, top5_acc: 0.6728, loss_cls: 6.5813, loss: 6.5813 2025-08-10 01:38:56,560 - pyskl - INFO - Epoch [113][3800/7492] lr: 7.320e-03, eta: 1 day, 20:41:52, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4144, top5_acc: 0.6731, loss_cls: 6.5572, loss: 6.5572 2025-08-10 01:39:53,014 - pyskl - INFO - Epoch [113][3900/7492] lr: 7.315e-03, eta: 1 day, 20:40:54, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4100, top5_acc: 0.6706, loss_cls: 6.5892, loss: 6.5892 2025-08-10 01:40:51,106 - pyskl - INFO - Epoch [113][4000/7492] lr: 7.310e-03, eta: 1 day, 20:39:57, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.3959, top5_acc: 0.6587, loss_cls: 6.6396, loss: 6.6396 2025-08-10 01:41:48,432 - pyskl - INFO - Epoch [113][4100/7492] lr: 7.305e-03, eta: 1 day, 20:39:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4088, top5_acc: 0.6637, loss_cls: 6.6179, loss: 6.6179 2025-08-10 01:42:46,871 - pyskl - INFO - Epoch [113][4200/7492] lr: 7.300e-03, eta: 1 day, 20:38:03, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6697, loss_cls: 6.6638, loss: 6.6638 2025-08-10 01:43:45,184 - pyskl - INFO - Epoch [113][4300/7492] lr: 7.295e-03, eta: 1 day, 20:37:06, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4234, top5_acc: 0.6791, loss_cls: 6.5784, loss: 6.5784 2025-08-10 01:44:44,072 - pyskl - INFO - Epoch [113][4400/7492] lr: 7.290e-03, eta: 1 day, 20:36:09, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4278, top5_acc: 0.6875, loss_cls: 6.4419, loss: 6.4419 2025-08-10 01:45:41,526 - pyskl - INFO - Epoch [113][4500/7492] lr: 7.285e-03, eta: 1 day, 20:35:12, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6753, loss_cls: 6.6576, loss: 6.6576 2025-08-10 01:46:38,748 - pyskl - INFO - Epoch [113][4600/7492] lr: 7.280e-03, eta: 1 day, 20:34:15, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6659, loss_cls: 6.7013, loss: 6.7013 2025-08-10 01:47:36,806 - pyskl - INFO - Epoch [113][4700/7492] lr: 7.275e-03, eta: 1 day, 20:33:18, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4241, top5_acc: 0.6791, loss_cls: 6.4096, loss: 6.4096 2025-08-10 01:48:33,428 - pyskl - INFO - Epoch [113][4800/7492] lr: 7.270e-03, eta: 1 day, 20:32:20, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4050, top5_acc: 0.6591, loss_cls: 6.7049, loss: 6.7049 2025-08-10 01:49:30,305 - pyskl - INFO - Epoch [113][4900/7492] lr: 7.265e-03, eta: 1 day, 20:31:23, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4184, top5_acc: 0.6725, loss_cls: 6.6248, loss: 6.6248 2025-08-10 01:50:27,167 - pyskl - INFO - Epoch [113][5000/7492] lr: 7.261e-03, eta: 1 day, 20:30:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4247, top5_acc: 0.6819, loss_cls: 6.4778, loss: 6.4778 2025-08-10 01:51:24,574 - pyskl - INFO - Epoch [113][5100/7492] lr: 7.256e-03, eta: 1 day, 20:29:28, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4078, top5_acc: 0.6697, loss_cls: 6.5395, loss: 6.5395 2025-08-10 01:52:21,949 - pyskl - INFO - Epoch [113][5200/7492] lr: 7.251e-03, eta: 1 day, 20:28:31, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4097, top5_acc: 0.6644, loss_cls: 6.6317, loss: 6.6317 2025-08-10 01:53:20,143 - pyskl - INFO - Epoch [113][5300/7492] lr: 7.246e-03, eta: 1 day, 20:27:34, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4159, top5_acc: 0.6716, loss_cls: 6.6412, loss: 6.6412 2025-08-10 01:54:16,953 - pyskl - INFO - Epoch [113][5400/7492] lr: 7.241e-03, eta: 1 day, 20:26:36, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4150, top5_acc: 0.6697, loss_cls: 6.4788, loss: 6.4788 2025-08-10 01:55:15,030 - pyskl - INFO - Epoch [113][5500/7492] lr: 7.236e-03, eta: 1 day, 20:25:39, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4228, top5_acc: 0.6800, loss_cls: 6.5741, loss: 6.5741 2025-08-10 01:56:12,351 - pyskl - INFO - Epoch [113][5600/7492] lr: 7.231e-03, eta: 1 day, 20:24:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4081, top5_acc: 0.6591, loss_cls: 6.6488, loss: 6.6488 2025-08-10 01:57:09,257 - pyskl - INFO - Epoch [113][5700/7492] lr: 7.226e-03, eta: 1 day, 20:23:45, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6484, loss_cls: 6.7426, loss: 6.7426 2025-08-10 01:58:06,448 - pyskl - INFO - Epoch [113][5800/7492] lr: 7.221e-03, eta: 1 day, 20:22:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4169, top5_acc: 0.6809, loss_cls: 6.4916, loss: 6.4916 2025-08-10 01:59:04,140 - pyskl - INFO - Epoch [113][5900/7492] lr: 7.216e-03, eta: 1 day, 20:21:50, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.3984, top5_acc: 0.6587, loss_cls: 6.7165, loss: 6.7165 2025-08-10 02:00:01,577 - pyskl - INFO - Epoch [113][6000/7492] lr: 7.211e-03, eta: 1 day, 20:20:53, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4125, top5_acc: 0.6713, loss_cls: 6.5805, loss: 6.5805 2025-08-10 02:00:59,023 - pyskl - INFO - Epoch [113][6100/7492] lr: 7.206e-03, eta: 1 day, 20:19:56, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4206, top5_acc: 0.6819, loss_cls: 6.6079, loss: 6.6079 2025-08-10 02:01:55,882 - pyskl - INFO - Epoch [113][6200/7492] lr: 7.202e-03, eta: 1 day, 20:18:58, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4338, top5_acc: 0.6853, loss_cls: 6.4870, loss: 6.4870 2025-08-10 02:02:52,739 - pyskl - INFO - Epoch [113][6300/7492] lr: 7.197e-03, eta: 1 day, 20:18:01, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4159, top5_acc: 0.6737, loss_cls: 6.6351, loss: 6.6351 2025-08-10 02:03:50,057 - pyskl - INFO - Epoch [113][6400/7492] lr: 7.192e-03, eta: 1 day, 20:17:04, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4184, top5_acc: 0.6800, loss_cls: 6.4596, loss: 6.4596 2025-08-10 02:04:46,936 - pyskl - INFO - Epoch [113][6500/7492] lr: 7.187e-03, eta: 1 day, 20:16:06, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4109, top5_acc: 0.6594, loss_cls: 6.6246, loss: 6.6246 2025-08-10 02:05:44,440 - pyskl - INFO - Epoch [113][6600/7492] lr: 7.182e-03, eta: 1 day, 20:15:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4103, top5_acc: 0.6634, loss_cls: 6.5974, loss: 6.5974 2025-08-10 02:06:42,194 - pyskl - INFO - Epoch [113][6700/7492] lr: 7.177e-03, eta: 1 day, 20:14:12, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4134, top5_acc: 0.6769, loss_cls: 6.5169, loss: 6.5169 2025-08-10 02:07:40,538 - pyskl - INFO - Epoch [113][6800/7492] lr: 7.172e-03, eta: 1 day, 20:13:15, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4022, top5_acc: 0.6528, loss_cls: 6.7002, loss: 6.7002 2025-08-10 02:08:38,397 - pyskl - INFO - Epoch [113][6900/7492] lr: 7.167e-03, eta: 1 day, 20:12:18, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4191, top5_acc: 0.6753, loss_cls: 6.5898, loss: 6.5898 2025-08-10 02:09:35,834 - pyskl - INFO - Epoch [113][7000/7492] lr: 7.162e-03, eta: 1 day, 20:11:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4003, top5_acc: 0.6625, loss_cls: 6.6498, loss: 6.6498 2025-08-10 02:10:32,909 - pyskl - INFO - Epoch [113][7100/7492] lr: 7.157e-03, eta: 1 day, 20:10:23, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4028, top5_acc: 0.6687, loss_cls: 6.5933, loss: 6.5933 2025-08-10 02:11:30,530 - pyskl - INFO - Epoch [113][7200/7492] lr: 7.153e-03, eta: 1 day, 20:09:26, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4100, top5_acc: 0.6506, loss_cls: 6.6504, loss: 6.6504 2025-08-10 02:12:28,404 - pyskl - INFO - Epoch [113][7300/7492] lr: 7.148e-03, eta: 1 day, 20:08:29, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.3997, top5_acc: 0.6656, loss_cls: 6.5980, loss: 6.5980 2025-08-10 02:13:25,581 - pyskl - INFO - Epoch [113][7400/7492] lr: 7.143e-03, eta: 1 day, 20:07:32, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4169, top5_acc: 0.6719, loss_cls: 6.6002, loss: 6.6002 2025-08-10 02:14:19,299 - pyskl - INFO - Saving checkpoint at 113 epochs 2025-08-10 02:15:08,384 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 02:15:09,088 - pyskl - INFO - top1_acc 0.3719 top5_acc 0.6248 2025-08-10 02:15:09,088 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 02:15:09,132 - pyskl - INFO - mean_acc 0.3717 2025-08-10 02:15:09,199 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_112.pth was removed 2025-08-10 02:15:10,968 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_113.pth. 2025-08-10 02:15:10,969 - pyskl - INFO - Best top1_acc is 0.3719 at 113 epoch. 2025-08-10 02:15:10,991 - pyskl - INFO - Epoch(val) [113][617] top1_acc: 0.3719, top5_acc: 0.6248, mean_class_accuracy: 0.3717 2025-08-10 02:16:42,418 - pyskl - INFO - Epoch [114][100/7492] lr: 7.133e-03, eta: 1 day, 20:05:36, time: 0.914, data_time: 0.331, memory: 11068, top1_acc: 0.4153, top5_acc: 0.6750, loss_cls: 6.5039, loss: 6.5039 2025-08-10 02:17:39,526 - pyskl - INFO - Epoch [114][200/7492] lr: 7.128e-03, eta: 1 day, 20:04:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4497, top5_acc: 0.6934, loss_cls: 6.3739, loss: 6.3739 2025-08-10 02:18:36,477 - pyskl - INFO - Epoch [114][300/7492] lr: 7.124e-03, eta: 1 day, 20:03:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4259, top5_acc: 0.6716, loss_cls: 6.5290, loss: 6.5290 2025-08-10 02:19:33,267 - pyskl - INFO - Epoch [114][400/7492] lr: 7.119e-03, eta: 1 day, 20:02:43, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4259, top5_acc: 0.6900, loss_cls: 6.3971, loss: 6.3971 2025-08-10 02:20:29,751 - pyskl - INFO - Epoch [114][500/7492] lr: 7.114e-03, eta: 1 day, 20:01:46, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4313, top5_acc: 0.6803, loss_cls: 6.4658, loss: 6.4658 2025-08-10 02:21:27,124 - pyskl - INFO - Epoch [114][600/7492] lr: 7.109e-03, eta: 1 day, 20:00:49, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4247, top5_acc: 0.6891, loss_cls: 6.4334, loss: 6.4334 2025-08-10 02:22:23,729 - pyskl - INFO - Epoch [114][700/7492] lr: 7.104e-03, eta: 1 day, 19:59:51, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.7006, loss_cls: 6.3589, loss: 6.3589 2025-08-10 02:23:20,816 - pyskl - INFO - Epoch [114][800/7492] lr: 7.099e-03, eta: 1 day, 19:58:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4219, top5_acc: 0.6753, loss_cls: 6.5845, loss: 6.5845 2025-08-10 02:24:18,882 - pyskl - INFO - Epoch [114][900/7492] lr: 7.094e-03, eta: 1 day, 19:57:57, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4181, top5_acc: 0.6797, loss_cls: 6.5893, loss: 6.5893 2025-08-10 02:25:16,171 - pyskl - INFO - Epoch [114][1000/7492] lr: 7.089e-03, eta: 1 day, 19:56:59, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6797, loss_cls: 6.5834, loss: 6.5834 2025-08-10 02:26:13,743 - pyskl - INFO - Epoch [114][1100/7492] lr: 7.085e-03, eta: 1 day, 19:56:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4238, top5_acc: 0.6875, loss_cls: 6.4882, loss: 6.4882 2025-08-10 02:27:11,248 - pyskl - INFO - Epoch [114][1200/7492] lr: 7.080e-03, eta: 1 day, 19:55:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4247, top5_acc: 0.6734, loss_cls: 6.4734, loss: 6.4734 2025-08-10 02:28:08,195 - pyskl - INFO - Epoch [114][1300/7492] lr: 7.075e-03, eta: 1 day, 19:54:08, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6703, loss_cls: 6.5900, loss: 6.5900 2025-08-10 02:29:05,964 - pyskl - INFO - Epoch [114][1400/7492] lr: 7.070e-03, eta: 1 day, 19:53:11, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4150, top5_acc: 0.6747, loss_cls: 6.4810, loss: 6.4810 2025-08-10 02:30:03,092 - pyskl - INFO - Epoch [114][1500/7492] lr: 7.065e-03, eta: 1 day, 19:52:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4172, top5_acc: 0.6809, loss_cls: 6.5674, loss: 6.5674 2025-08-10 02:31:01,205 - pyskl - INFO - Epoch [114][1600/7492] lr: 7.060e-03, eta: 1 day, 19:51:16, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4113, top5_acc: 0.6713, loss_cls: 6.5480, loss: 6.5480 2025-08-10 02:31:58,756 - pyskl - INFO - Epoch [114][1700/7492] lr: 7.055e-03, eta: 1 day, 19:50:19, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4372, top5_acc: 0.6866, loss_cls: 6.4135, loss: 6.4135 2025-08-10 02:32:56,102 - pyskl - INFO - Epoch [114][1800/7492] lr: 7.050e-03, eta: 1 day, 19:49:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6709, loss_cls: 6.6429, loss: 6.6429 2025-08-10 02:33:53,441 - pyskl - INFO - Epoch [114][1900/7492] lr: 7.046e-03, eta: 1 day, 19:48:24, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4316, top5_acc: 0.6809, loss_cls: 6.4915, loss: 6.4915 2025-08-10 02:34:50,818 - pyskl - INFO - Epoch [114][2000/7492] lr: 7.041e-03, eta: 1 day, 19:47:27, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4231, top5_acc: 0.6856, loss_cls: 6.5139, loss: 6.5139 2025-08-10 02:35:48,559 - pyskl - INFO - Epoch [114][2100/7492] lr: 7.036e-03, eta: 1 day, 19:46:30, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4119, top5_acc: 0.6722, loss_cls: 6.5093, loss: 6.5093 2025-08-10 02:36:46,096 - pyskl - INFO - Epoch [114][2200/7492] lr: 7.031e-03, eta: 1 day, 19:45:33, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4144, top5_acc: 0.6800, loss_cls: 6.5368, loss: 6.5368 2025-08-10 02:37:42,706 - pyskl - INFO - Epoch [114][2300/7492] lr: 7.026e-03, eta: 1 day, 19:44:35, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4094, top5_acc: 0.6619, loss_cls: 6.6494, loss: 6.6494 2025-08-10 02:38:39,341 - pyskl - INFO - Epoch [114][2400/7492] lr: 7.021e-03, eta: 1 day, 19:43:38, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4275, top5_acc: 0.6834, loss_cls: 6.4586, loss: 6.4586 2025-08-10 02:39:37,285 - pyskl - INFO - Epoch [114][2500/7492] lr: 7.016e-03, eta: 1 day, 19:42:41, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4194, top5_acc: 0.6750, loss_cls: 6.4841, loss: 6.4841 2025-08-10 02:40:35,202 - pyskl - INFO - Epoch [114][2600/7492] lr: 7.012e-03, eta: 1 day, 19:41:44, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4041, top5_acc: 0.6663, loss_cls: 6.5823, loss: 6.5823 2025-08-10 02:41:33,751 - pyskl - INFO - Epoch [114][2700/7492] lr: 7.007e-03, eta: 1 day, 19:40:47, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4116, top5_acc: 0.6800, loss_cls: 6.4470, loss: 6.4470 2025-08-10 02:42:30,899 - pyskl - INFO - Epoch [114][2800/7492] lr: 7.002e-03, eta: 1 day, 19:39:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4128, top5_acc: 0.6625, loss_cls: 6.6429, loss: 6.6429 2025-08-10 02:43:28,022 - pyskl - INFO - Epoch [114][2900/7492] lr: 6.997e-03, eta: 1 day, 19:38:52, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4147, top5_acc: 0.6687, loss_cls: 6.5357, loss: 6.5357 2025-08-10 02:44:24,387 - pyskl - INFO - Epoch [114][3000/7492] lr: 6.992e-03, eta: 1 day, 19:37:55, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4178, top5_acc: 0.6750, loss_cls: 6.5429, loss: 6.5429 2025-08-10 02:45:21,371 - pyskl - INFO - Epoch [114][3100/7492] lr: 6.987e-03, eta: 1 day, 19:36:57, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4131, top5_acc: 0.6641, loss_cls: 6.6002, loss: 6.6002 2025-08-10 02:46:18,359 - pyskl - INFO - Epoch [114][3200/7492] lr: 6.982e-03, eta: 1 day, 19:36:00, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4191, top5_acc: 0.6709, loss_cls: 6.4654, loss: 6.4654 2025-08-10 02:47:15,280 - pyskl - INFO - Epoch [114][3300/7492] lr: 6.978e-03, eta: 1 day, 19:35:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4166, top5_acc: 0.6659, loss_cls: 6.5983, loss: 6.5983 2025-08-10 02:48:11,533 - pyskl - INFO - Epoch [114][3400/7492] lr: 6.973e-03, eta: 1 day, 19:34:05, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.4272, top5_acc: 0.6800, loss_cls: 6.5403, loss: 6.5403 2025-08-10 02:49:08,661 - pyskl - INFO - Epoch [114][3500/7492] lr: 6.968e-03, eta: 1 day, 19:33:08, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4069, top5_acc: 0.6787, loss_cls: 6.5841, loss: 6.5841 2025-08-10 02:50:06,874 - pyskl - INFO - Epoch [114][3600/7492] lr: 6.963e-03, eta: 1 day, 19:32:11, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4309, top5_acc: 0.6709, loss_cls: 6.5304, loss: 6.5304 2025-08-10 02:51:03,691 - pyskl - INFO - Epoch [114][3700/7492] lr: 6.958e-03, eta: 1 day, 19:31:13, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4163, top5_acc: 0.6800, loss_cls: 6.5238, loss: 6.5238 2025-08-10 02:52:02,195 - pyskl - INFO - Epoch [114][3800/7492] lr: 6.953e-03, eta: 1 day, 19:30:16, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4153, top5_acc: 0.6694, loss_cls: 6.4948, loss: 6.4948 2025-08-10 02:53:00,318 - pyskl - INFO - Epoch [114][3900/7492] lr: 6.949e-03, eta: 1 day, 19:29:19, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4200, top5_acc: 0.6844, loss_cls: 6.4992, loss: 6.4992 2025-08-10 02:53:58,507 - pyskl - INFO - Epoch [114][4000/7492] lr: 6.944e-03, eta: 1 day, 19:28:22, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6697, loss_cls: 6.6082, loss: 6.6082 2025-08-10 02:54:56,614 - pyskl - INFO - Epoch [114][4100/7492] lr: 6.939e-03, eta: 1 day, 19:27:25, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4166, top5_acc: 0.6681, loss_cls: 6.4908, loss: 6.4908 2025-08-10 02:55:54,750 - pyskl - INFO - Epoch [114][4200/7492] lr: 6.934e-03, eta: 1 day, 19:26:28, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4097, top5_acc: 0.6628, loss_cls: 6.6532, loss: 6.6532 2025-08-10 02:56:52,069 - pyskl - INFO - Epoch [114][4300/7492] lr: 6.929e-03, eta: 1 day, 19:25:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4044, top5_acc: 0.6669, loss_cls: 6.6548, loss: 6.6548 2025-08-10 02:57:48,778 - pyskl - INFO - Epoch [114][4400/7492] lr: 6.924e-03, eta: 1 day, 19:24:33, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4213, top5_acc: 0.6825, loss_cls: 6.4696, loss: 6.4696 2025-08-10 02:58:45,357 - pyskl - INFO - Epoch [114][4500/7492] lr: 6.920e-03, eta: 1 day, 19:23:36, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6731, loss_cls: 6.4980, loss: 6.4980 2025-08-10 02:59:43,560 - pyskl - INFO - Epoch [114][4600/7492] lr: 6.915e-03, eta: 1 day, 19:22:39, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4069, top5_acc: 0.6697, loss_cls: 6.5973, loss: 6.5973 2025-08-10 03:00:42,515 - pyskl - INFO - Epoch [114][4700/7492] lr: 6.910e-03, eta: 1 day, 19:21:42, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.4147, top5_acc: 0.6744, loss_cls: 6.5822, loss: 6.5822 2025-08-10 03:01:40,853 - pyskl - INFO - Epoch [114][4800/7492] lr: 6.905e-03, eta: 1 day, 19:20:45, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4181, top5_acc: 0.6806, loss_cls: 6.4713, loss: 6.4713 2025-08-10 03:02:39,486 - pyskl - INFO - Epoch [114][4900/7492] lr: 6.900e-03, eta: 1 day, 19:19:48, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6700, loss_cls: 6.4651, loss: 6.4651 2025-08-10 03:03:37,827 - pyskl - INFO - Epoch [114][5000/7492] lr: 6.895e-03, eta: 1 day, 19:18:51, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4319, top5_acc: 0.6741, loss_cls: 6.4137, loss: 6.4137 2025-08-10 03:04:36,266 - pyskl - INFO - Epoch [114][5100/7492] lr: 6.891e-03, eta: 1 day, 19:17:54, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6725, loss_cls: 6.5794, loss: 6.5794 2025-08-10 03:05:34,903 - pyskl - INFO - Epoch [114][5200/7492] lr: 6.886e-03, eta: 1 day, 19:16:58, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 6.5806, loss: 6.5806 2025-08-10 03:06:32,524 - pyskl - INFO - Epoch [114][5300/7492] lr: 6.881e-03, eta: 1 day, 19:16:00, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4169, top5_acc: 0.6719, loss_cls: 6.5973, loss: 6.5973 2025-08-10 03:07:30,397 - pyskl - INFO - Epoch [114][5400/7492] lr: 6.876e-03, eta: 1 day, 19:15:03, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4225, top5_acc: 0.6731, loss_cls: 6.5260, loss: 6.5260 2025-08-10 03:08:28,384 - pyskl - INFO - Epoch [114][5500/7492] lr: 6.871e-03, eta: 1 day, 19:14:06, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4200, top5_acc: 0.6759, loss_cls: 6.5637, loss: 6.5637 2025-08-10 03:09:25,807 - pyskl - INFO - Epoch [114][5600/7492] lr: 6.867e-03, eta: 1 day, 19:13:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4116, top5_acc: 0.6687, loss_cls: 6.6375, loss: 6.6375 2025-08-10 03:10:23,618 - pyskl - INFO - Epoch [114][5700/7492] lr: 6.862e-03, eta: 1 day, 19:12:12, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4138, top5_acc: 0.6741, loss_cls: 6.5208, loss: 6.5208 2025-08-10 03:11:21,609 - pyskl - INFO - Epoch [114][5800/7492] lr: 6.857e-03, eta: 1 day, 19:11:15, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4075, top5_acc: 0.6706, loss_cls: 6.5401, loss: 6.5401 2025-08-10 03:12:18,196 - pyskl - INFO - Epoch [114][5900/7492] lr: 6.852e-03, eta: 1 day, 19:10:17, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4197, top5_acc: 0.6778, loss_cls: 6.5571, loss: 6.5571 2025-08-10 03:13:15,128 - pyskl - INFO - Epoch [114][6000/7492] lr: 6.847e-03, eta: 1 day, 19:09:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4275, top5_acc: 0.6891, loss_cls: 6.5613, loss: 6.5613 2025-08-10 03:14:12,417 - pyskl - INFO - Epoch [114][6100/7492] lr: 6.843e-03, eta: 1 day, 19:08:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4194, top5_acc: 0.6741, loss_cls: 6.5177, loss: 6.5177 2025-08-10 03:15:09,253 - pyskl - INFO - Epoch [114][6200/7492] lr: 6.838e-03, eta: 1 day, 19:07:25, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4016, top5_acc: 0.6737, loss_cls: 6.5519, loss: 6.5519 2025-08-10 03:16:06,872 - pyskl - INFO - Epoch [114][6300/7492] lr: 6.833e-03, eta: 1 day, 19:06:28, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4216, top5_acc: 0.6744, loss_cls: 6.6150, loss: 6.6150 2025-08-10 03:17:05,182 - pyskl - INFO - Epoch [114][6400/7492] lr: 6.828e-03, eta: 1 day, 19:05:31, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4081, top5_acc: 0.6606, loss_cls: 6.5573, loss: 6.5573 2025-08-10 03:18:03,525 - pyskl - INFO - Epoch [114][6500/7492] lr: 6.823e-03, eta: 1 day, 19:04:34, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4047, top5_acc: 0.6669, loss_cls: 6.6264, loss: 6.6264 2025-08-10 03:19:01,080 - pyskl - INFO - Epoch [114][6600/7492] lr: 6.819e-03, eta: 1 day, 19:03:37, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4278, top5_acc: 0.6819, loss_cls: 6.5077, loss: 6.5077 2025-08-10 03:19:57,983 - pyskl - INFO - Epoch [114][6700/7492] lr: 6.814e-03, eta: 1 day, 19:02:40, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4178, top5_acc: 0.6816, loss_cls: 6.5059, loss: 6.5059 2025-08-10 03:20:54,258 - pyskl - INFO - Epoch [114][6800/7492] lr: 6.809e-03, eta: 1 day, 19:01:42, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.4138, top5_acc: 0.6687, loss_cls: 6.6353, loss: 6.6353 2025-08-10 03:21:51,613 - pyskl - INFO - Epoch [114][6900/7492] lr: 6.804e-03, eta: 1 day, 19:00:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.3953, top5_acc: 0.6516, loss_cls: 6.7398, loss: 6.7398 2025-08-10 03:22:48,551 - pyskl - INFO - Epoch [114][7000/7492] lr: 6.799e-03, eta: 1 day, 18:59:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6772, loss_cls: 6.4872, loss: 6.4872 2025-08-10 03:23:47,268 - pyskl - INFO - Epoch [114][7100/7492] lr: 6.795e-03, eta: 1 day, 18:58:50, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4231, top5_acc: 0.6769, loss_cls: 6.4696, loss: 6.4696 2025-08-10 03:24:45,077 - pyskl - INFO - Epoch [114][7200/7492] lr: 6.790e-03, eta: 1 day, 18:57:53, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6731, loss_cls: 6.5768, loss: 6.5768 2025-08-10 03:25:42,083 - pyskl - INFO - Epoch [114][7300/7492] lr: 6.785e-03, eta: 1 day, 18:56:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4266, top5_acc: 0.6713, loss_cls: 6.5492, loss: 6.5492 2025-08-10 03:26:38,420 - pyskl - INFO - Epoch [114][7400/7492] lr: 6.780e-03, eta: 1 day, 18:55:58, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.4075, top5_acc: 0.6631, loss_cls: 6.6919, loss: 6.6919 2025-08-10 03:27:31,831 - pyskl - INFO - Saving checkpoint at 114 epochs 2025-08-10 03:28:20,780 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 03:28:21,458 - pyskl - INFO - top1_acc 0.3782 top5_acc 0.6305 2025-08-10 03:28:21,458 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 03:28:21,503 - pyskl - INFO - mean_acc 0.3778 2025-08-10 03:28:21,568 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_113.pth was removed 2025-08-10 03:28:23,321 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_114.pth. 2025-08-10 03:28:23,322 - pyskl - INFO - Best top1_acc is 0.3782 at 114 epoch. 2025-08-10 03:28:23,338 - pyskl - INFO - Epoch(val) [114][617] top1_acc: 0.3782, top5_acc: 0.6305, mean_class_accuracy: 0.3778 2025-08-10 03:29:53,777 - pyskl - INFO - Epoch [115][100/7492] lr: 6.771e-03, eta: 1 day, 18:54:02, time: 0.904, data_time: 0.332, memory: 11068, top1_acc: 0.4122, top5_acc: 0.6766, loss_cls: 6.5959, loss: 6.5959 2025-08-10 03:30:51,084 - pyskl - INFO - Epoch [115][200/7492] lr: 6.766e-03, eta: 1 day, 18:53:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4238, top5_acc: 0.6763, loss_cls: 6.4784, loss: 6.4784 2025-08-10 03:31:47,640 - pyskl - INFO - Epoch [115][300/7492] lr: 6.761e-03, eta: 1 day, 18:52:07, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.6959, loss_cls: 6.4303, loss: 6.4303 2025-08-10 03:32:45,701 - pyskl - INFO - Epoch [115][400/7492] lr: 6.757e-03, eta: 1 day, 18:51:10, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4353, top5_acc: 0.6925, loss_cls: 6.3483, loss: 6.3483 2025-08-10 03:33:42,756 - pyskl - INFO - Epoch [115][500/7492] lr: 6.752e-03, eta: 1 day, 18:50:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4347, top5_acc: 0.6847, loss_cls: 6.4145, loss: 6.4145 2025-08-10 03:34:41,177 - pyskl - INFO - Epoch [115][600/7492] lr: 6.747e-03, eta: 1 day, 18:49:16, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4222, top5_acc: 0.6713, loss_cls: 6.5432, loss: 6.5432 2025-08-10 03:35:39,772 - pyskl - INFO - Epoch [115][700/7492] lr: 6.742e-03, eta: 1 day, 18:48:19, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4178, top5_acc: 0.6853, loss_cls: 6.4303, loss: 6.4303 2025-08-10 03:36:37,639 - pyskl - INFO - Epoch [115][800/7492] lr: 6.738e-03, eta: 1 day, 18:47:22, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4306, top5_acc: 0.6816, loss_cls: 6.5450, loss: 6.5450 2025-08-10 03:37:36,451 - pyskl - INFO - Epoch [115][900/7492] lr: 6.733e-03, eta: 1 day, 18:46:25, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6897, loss_cls: 6.4286, loss: 6.4286 2025-08-10 03:38:34,415 - pyskl - INFO - Epoch [115][1000/7492] lr: 6.728e-03, eta: 1 day, 18:45:28, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4234, top5_acc: 0.6863, loss_cls: 6.5390, loss: 6.5390 2025-08-10 03:39:32,204 - pyskl - INFO - Epoch [115][1100/7492] lr: 6.723e-03, eta: 1 day, 18:44:31, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4225, top5_acc: 0.6750, loss_cls: 6.5366, loss: 6.5366 2025-08-10 03:40:29,196 - pyskl - INFO - Epoch [115][1200/7492] lr: 6.719e-03, eta: 1 day, 18:43:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4300, top5_acc: 0.6884, loss_cls: 6.4520, loss: 6.4520 2025-08-10 03:41:27,391 - pyskl - INFO - Epoch [115][1300/7492] lr: 6.714e-03, eta: 1 day, 18:42:37, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4247, top5_acc: 0.6713, loss_cls: 6.4760, loss: 6.4760 2025-08-10 03:42:24,440 - pyskl - INFO - Epoch [115][1400/7492] lr: 6.709e-03, eta: 1 day, 18:41:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4084, top5_acc: 0.6781, loss_cls: 6.5918, loss: 6.5918 2025-08-10 03:43:21,690 - pyskl - INFO - Epoch [115][1500/7492] lr: 6.704e-03, eta: 1 day, 18:40:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4275, top5_acc: 0.6925, loss_cls: 6.4118, loss: 6.4118 2025-08-10 03:44:19,301 - pyskl - INFO - Epoch [115][1600/7492] lr: 6.699e-03, eta: 1 day, 18:39:45, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4325, top5_acc: 0.6869, loss_cls: 6.4914, loss: 6.4914 2025-08-10 03:45:17,070 - pyskl - INFO - Epoch [115][1700/7492] lr: 6.695e-03, eta: 1 day, 18:38:48, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4216, top5_acc: 0.6841, loss_cls: 6.4303, loss: 6.4303 2025-08-10 03:46:13,907 - pyskl - INFO - Epoch [115][1800/7492] lr: 6.690e-03, eta: 1 day, 18:37:50, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6878, loss_cls: 6.4796, loss: 6.4796 2025-08-10 03:47:11,227 - pyskl - INFO - Epoch [115][1900/7492] lr: 6.685e-03, eta: 1 day, 18:36:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4338, top5_acc: 0.6878, loss_cls: 6.5783, loss: 6.5783 2025-08-10 03:48:08,200 - pyskl - INFO - Epoch [115][2000/7492] lr: 6.680e-03, eta: 1 day, 18:35:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4203, top5_acc: 0.6769, loss_cls: 6.5687, loss: 6.5687 2025-08-10 03:49:06,220 - pyskl - INFO - Epoch [115][2100/7492] lr: 6.676e-03, eta: 1 day, 18:34:59, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4322, top5_acc: 0.6847, loss_cls: 6.3819, loss: 6.3819 2025-08-10 03:50:03,134 - pyskl - INFO - Epoch [115][2200/7492] lr: 6.671e-03, eta: 1 day, 18:34:01, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4144, top5_acc: 0.6806, loss_cls: 6.4924, loss: 6.4924 2025-08-10 03:51:00,558 - pyskl - INFO - Epoch [115][2300/7492] lr: 6.666e-03, eta: 1 day, 18:33:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4166, top5_acc: 0.6828, loss_cls: 6.4746, loss: 6.4746 2025-08-10 03:51:58,807 - pyskl - INFO - Epoch [115][2400/7492] lr: 6.661e-03, eta: 1 day, 18:32:07, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6922, loss_cls: 6.3867, loss: 6.3867 2025-08-10 03:52:55,810 - pyskl - INFO - Epoch [115][2500/7492] lr: 6.657e-03, eta: 1 day, 18:31:10, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4194, top5_acc: 0.6744, loss_cls: 6.4912, loss: 6.4912 2025-08-10 03:53:54,087 - pyskl - INFO - Epoch [115][2600/7492] lr: 6.652e-03, eta: 1 day, 18:30:13, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4156, top5_acc: 0.6809, loss_cls: 6.4817, loss: 6.4817 2025-08-10 03:54:51,466 - pyskl - INFO - Epoch [115][2700/7492] lr: 6.647e-03, eta: 1 day, 18:29:15, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4247, top5_acc: 0.6866, loss_cls: 6.4098, loss: 6.4098 2025-08-10 03:55:48,141 - pyskl - INFO - Epoch [115][2800/7492] lr: 6.642e-03, eta: 1 day, 18:28:18, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4238, top5_acc: 0.6791, loss_cls: 6.4966, loss: 6.4966 2025-08-10 03:56:44,896 - pyskl - INFO - Epoch [115][2900/7492] lr: 6.638e-03, eta: 1 day, 18:27:21, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4341, top5_acc: 0.6775, loss_cls: 6.5226, loss: 6.5226 2025-08-10 03:57:41,526 - pyskl - INFO - Epoch [115][3000/7492] lr: 6.633e-03, eta: 1 day, 18:26:23, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4100, top5_acc: 0.6669, loss_cls: 6.6466, loss: 6.6466 2025-08-10 03:58:39,640 - pyskl - INFO - Epoch [115][3100/7492] lr: 6.628e-03, eta: 1 day, 18:25:26, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6813, loss_cls: 6.4872, loss: 6.4872 2025-08-10 03:59:37,852 - pyskl - INFO - Epoch [115][3200/7492] lr: 6.623e-03, eta: 1 day, 18:24:29, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4431, top5_acc: 0.6878, loss_cls: 6.3673, loss: 6.3673 2025-08-10 04:00:35,003 - pyskl - INFO - Epoch [115][3300/7492] lr: 6.619e-03, eta: 1 day, 18:23:32, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4350, top5_acc: 0.6837, loss_cls: 6.4822, loss: 6.4822 2025-08-10 04:01:31,820 - pyskl - INFO - Epoch [115][3400/7492] lr: 6.614e-03, eta: 1 day, 18:22:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4184, top5_acc: 0.6744, loss_cls: 6.5855, loss: 6.5855 2025-08-10 04:02:28,481 - pyskl - INFO - Epoch [115][3500/7492] lr: 6.609e-03, eta: 1 day, 18:21:37, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4091, top5_acc: 0.6797, loss_cls: 6.5054, loss: 6.5054 2025-08-10 04:03:25,011 - pyskl - INFO - Epoch [115][3600/7492] lr: 6.605e-03, eta: 1 day, 18:20:39, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4319, top5_acc: 0.6753, loss_cls: 6.4524, loss: 6.4524 2025-08-10 04:04:22,145 - pyskl - INFO - Epoch [115][3700/7492] lr: 6.600e-03, eta: 1 day, 18:19:42, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4366, top5_acc: 0.6853, loss_cls: 6.4858, loss: 6.4858 2025-08-10 04:05:20,603 - pyskl - INFO - Epoch [115][3800/7492] lr: 6.595e-03, eta: 1 day, 18:18:45, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4166, top5_acc: 0.6725, loss_cls: 6.5540, loss: 6.5540 2025-08-10 04:06:19,386 - pyskl - INFO - Epoch [115][3900/7492] lr: 6.590e-03, eta: 1 day, 18:17:48, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4150, top5_acc: 0.6666, loss_cls: 6.6637, loss: 6.6637 2025-08-10 04:07:17,780 - pyskl - INFO - Epoch [115][4000/7492] lr: 6.586e-03, eta: 1 day, 18:16:51, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6878, loss_cls: 6.3893, loss: 6.3893 2025-08-10 04:08:15,771 - pyskl - INFO - Epoch [115][4100/7492] lr: 6.581e-03, eta: 1 day, 18:15:54, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4288, top5_acc: 0.6900, loss_cls: 6.4957, loss: 6.4957 2025-08-10 04:09:13,543 - pyskl - INFO - Epoch [115][4200/7492] lr: 6.576e-03, eta: 1 day, 18:14:57, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4266, top5_acc: 0.6853, loss_cls: 6.4973, loss: 6.4973 2025-08-10 04:10:11,174 - pyskl - INFO - Epoch [115][4300/7492] lr: 6.571e-03, eta: 1 day, 18:14:00, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4194, top5_acc: 0.6756, loss_cls: 6.4144, loss: 6.4144 2025-08-10 04:11:08,935 - pyskl - INFO - Epoch [115][4400/7492] lr: 6.567e-03, eta: 1 day, 18:13:03, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6709, loss_cls: 6.6587, loss: 6.6587 2025-08-10 04:12:05,372 - pyskl - INFO - Epoch [115][4500/7492] lr: 6.562e-03, eta: 1 day, 18:12:05, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4159, top5_acc: 0.6866, loss_cls: 6.4539, loss: 6.4539 2025-08-10 04:13:02,119 - pyskl - INFO - Epoch [115][4600/7492] lr: 6.557e-03, eta: 1 day, 18:11:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4003, top5_acc: 0.6678, loss_cls: 6.5201, loss: 6.5201 2025-08-10 04:13:59,186 - pyskl - INFO - Epoch [115][4700/7492] lr: 6.553e-03, eta: 1 day, 18:10:10, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4256, top5_acc: 0.6803, loss_cls: 6.4182, loss: 6.4182 2025-08-10 04:14:56,556 - pyskl - INFO - Epoch [115][4800/7492] lr: 6.548e-03, eta: 1 day, 18:09:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6850, loss_cls: 6.3499, loss: 6.3499 2025-08-10 04:15:54,371 - pyskl - INFO - Epoch [115][4900/7492] lr: 6.543e-03, eta: 1 day, 18:08:16, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4206, top5_acc: 0.6769, loss_cls: 6.5223, loss: 6.5223 2025-08-10 04:16:52,915 - pyskl - INFO - Epoch [115][5000/7492] lr: 6.538e-03, eta: 1 day, 18:07:19, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4134, top5_acc: 0.6700, loss_cls: 6.6180, loss: 6.6180 2025-08-10 04:17:50,728 - pyskl - INFO - Epoch [115][5100/7492] lr: 6.534e-03, eta: 1 day, 18:06:22, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4128, top5_acc: 0.6622, loss_cls: 6.5701, loss: 6.5701 2025-08-10 04:18:47,260 - pyskl - INFO - Epoch [115][5200/7492] lr: 6.529e-03, eta: 1 day, 18:05:24, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4306, top5_acc: 0.6803, loss_cls: 6.4596, loss: 6.4596 2025-08-10 04:19:44,784 - pyskl - INFO - Epoch [115][5300/7492] lr: 6.524e-03, eta: 1 day, 18:04:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4213, top5_acc: 0.6719, loss_cls: 6.5145, loss: 6.5145 2025-08-10 04:20:42,381 - pyskl - INFO - Epoch [115][5400/7492] lr: 6.520e-03, eta: 1 day, 18:03:30, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6769, loss_cls: 6.4401, loss: 6.4401 2025-08-10 04:21:39,593 - pyskl - INFO - Epoch [115][5500/7492] lr: 6.515e-03, eta: 1 day, 18:02:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 6.4827, loss: 6.4827 2025-08-10 04:22:37,086 - pyskl - INFO - Epoch [115][5600/7492] lr: 6.510e-03, eta: 1 day, 18:01:36, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4097, top5_acc: 0.6731, loss_cls: 6.5261, loss: 6.5261 2025-08-10 04:23:34,118 - pyskl - INFO - Epoch [115][5700/7492] lr: 6.505e-03, eta: 1 day, 18:00:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4144, top5_acc: 0.6750, loss_cls: 6.5736, loss: 6.5736 2025-08-10 04:24:31,966 - pyskl - INFO - Epoch [115][5800/7492] lr: 6.501e-03, eta: 1 day, 17:59:41, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6834, loss_cls: 6.3959, loss: 6.3959 2025-08-10 04:25:29,010 - pyskl - INFO - Epoch [115][5900/7492] lr: 6.496e-03, eta: 1 day, 17:58:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4019, top5_acc: 0.6709, loss_cls: 6.6121, loss: 6.6121 2025-08-10 04:26:27,162 - pyskl - INFO - Epoch [115][6000/7492] lr: 6.491e-03, eta: 1 day, 17:57:47, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4181, top5_acc: 0.6781, loss_cls: 6.4919, loss: 6.4919 2025-08-10 04:27:25,435 - pyskl - INFO - Epoch [115][6100/7492] lr: 6.487e-03, eta: 1 day, 17:56:50, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4191, top5_acc: 0.6731, loss_cls: 6.4975, loss: 6.4975 2025-08-10 04:28:22,505 - pyskl - INFO - Epoch [115][6200/7492] lr: 6.482e-03, eta: 1 day, 17:55:52, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4294, top5_acc: 0.6822, loss_cls: 6.5085, loss: 6.5085 2025-08-10 04:29:19,960 - pyskl - INFO - Epoch [115][6300/7492] lr: 6.477e-03, eta: 1 day, 17:54:55, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4247, top5_acc: 0.6728, loss_cls: 6.5292, loss: 6.5292 2025-08-10 04:30:17,206 - pyskl - INFO - Epoch [115][6400/7492] lr: 6.473e-03, eta: 1 day, 17:53:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4091, top5_acc: 0.6750, loss_cls: 6.6350, loss: 6.6350 2025-08-10 04:31:14,637 - pyskl - INFO - Epoch [115][6500/7492] lr: 6.468e-03, eta: 1 day, 17:53:01, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6825, loss_cls: 6.3929, loss: 6.3929 2025-08-10 04:32:11,932 - pyskl - INFO - Epoch [115][6600/7492] lr: 6.463e-03, eta: 1 day, 17:52:03, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4213, top5_acc: 0.6763, loss_cls: 6.4913, loss: 6.4913 2025-08-10 04:33:08,959 - pyskl - INFO - Epoch [115][6700/7492] lr: 6.459e-03, eta: 1 day, 17:51:06, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.3991, top5_acc: 0.6644, loss_cls: 6.5469, loss: 6.5469 2025-08-10 04:34:05,543 - pyskl - INFO - Epoch [115][6800/7492] lr: 6.454e-03, eta: 1 day, 17:50:08, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4288, top5_acc: 0.6787, loss_cls: 6.4388, loss: 6.4388 2025-08-10 04:35:02,230 - pyskl - INFO - Epoch [115][6900/7492] lr: 6.449e-03, eta: 1 day, 17:49:11, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4100, top5_acc: 0.6663, loss_cls: 6.5006, loss: 6.5006 2025-08-10 04:35:59,231 - pyskl - INFO - Epoch [115][7000/7492] lr: 6.444e-03, eta: 1 day, 17:48:14, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4141, top5_acc: 0.6787, loss_cls: 6.4210, loss: 6.4210 2025-08-10 04:36:56,832 - pyskl - INFO - Epoch [115][7100/7492] lr: 6.440e-03, eta: 1 day, 17:47:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4294, top5_acc: 0.6909, loss_cls: 6.4442, loss: 6.4442 2025-08-10 04:37:54,140 - pyskl - INFO - Epoch [115][7200/7492] lr: 6.435e-03, eta: 1 day, 17:46:19, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4062, top5_acc: 0.6763, loss_cls: 6.5615, loss: 6.5615 2025-08-10 04:38:51,255 - pyskl - INFO - Epoch [115][7300/7492] lr: 6.430e-03, eta: 1 day, 17:45:22, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4291, top5_acc: 0.6800, loss_cls: 6.4705, loss: 6.4705 2025-08-10 04:39:48,050 - pyskl - INFO - Epoch [115][7400/7492] lr: 6.426e-03, eta: 1 day, 17:44:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4156, top5_acc: 0.6716, loss_cls: 6.5874, loss: 6.5874 2025-08-10 04:40:43,349 - pyskl - INFO - Saving checkpoint at 115 epochs 2025-08-10 04:41:33,667 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 04:41:34,323 - pyskl - INFO - top1_acc 0.3720 top5_acc 0.6258 2025-08-10 04:41:34,324 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 04:41:34,370 - pyskl - INFO - mean_acc 0.3717 2025-08-10 04:41:34,382 - pyskl - INFO - Epoch(val) [115][617] top1_acc: 0.3720, top5_acc: 0.6258, mean_class_accuracy: 0.3717 2025-08-10 04:43:04,110 - pyskl - INFO - Epoch [116][100/7492] lr: 6.417e-03, eta: 1 day, 17:42:28, time: 0.897, data_time: 0.329, memory: 11068, top1_acc: 0.4422, top5_acc: 0.7006, loss_cls: 6.3992, loss: 6.3992 2025-08-10 04:44:01,292 - pyskl - INFO - Epoch [116][200/7492] lr: 6.412e-03, eta: 1 day, 17:41:31, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4384, top5_acc: 0.6966, loss_cls: 6.3276, loss: 6.3276 2025-08-10 04:44:58,685 - pyskl - INFO - Epoch [116][300/7492] lr: 6.407e-03, eta: 1 day, 17:40:34, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4528, top5_acc: 0.6956, loss_cls: 6.3504, loss: 6.3504 2025-08-10 04:45:56,425 - pyskl - INFO - Epoch [116][400/7492] lr: 6.403e-03, eta: 1 day, 17:39:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6956, loss_cls: 6.2778, loss: 6.2778 2025-08-10 04:46:53,618 - pyskl - INFO - Epoch [116][500/7492] lr: 6.398e-03, eta: 1 day, 17:38:39, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4319, top5_acc: 0.6766, loss_cls: 6.3727, loss: 6.3727 2025-08-10 04:47:50,798 - pyskl - INFO - Epoch [116][600/7492] lr: 6.393e-03, eta: 1 day, 17:37:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6887, loss_cls: 6.3986, loss: 6.3986 2025-08-10 04:48:48,659 - pyskl - INFO - Epoch [116][700/7492] lr: 6.389e-03, eta: 1 day, 17:36:45, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4069, top5_acc: 0.6825, loss_cls: 6.5288, loss: 6.5288 2025-08-10 04:49:45,850 - pyskl - INFO - Epoch [116][800/7492] lr: 6.384e-03, eta: 1 day, 17:35:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.7059, loss_cls: 6.3434, loss: 6.3434 2025-08-10 04:50:43,631 - pyskl - INFO - Epoch [116][900/7492] lr: 6.379e-03, eta: 1 day, 17:34:50, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4241, top5_acc: 0.6822, loss_cls: 6.5102, loss: 6.5102 2025-08-10 04:51:40,451 - pyskl - INFO - Epoch [116][1000/7492] lr: 6.375e-03, eta: 1 day, 17:33:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6775, loss_cls: 6.5384, loss: 6.5384 2025-08-10 04:52:38,067 - pyskl - INFO - Epoch [116][1100/7492] lr: 6.370e-03, eta: 1 day, 17:32:56, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4344, top5_acc: 0.6934, loss_cls: 6.4480, loss: 6.4480 2025-08-10 04:53:34,989 - pyskl - INFO - Epoch [116][1200/7492] lr: 6.365e-03, eta: 1 day, 17:31:58, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4241, top5_acc: 0.6806, loss_cls: 6.4724, loss: 6.4724 2025-08-10 04:54:31,844 - pyskl - INFO - Epoch [116][1300/7492] lr: 6.361e-03, eta: 1 day, 17:31:01, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4106, top5_acc: 0.6797, loss_cls: 6.5264, loss: 6.5264 2025-08-10 04:55:29,027 - pyskl - INFO - Epoch [116][1400/7492] lr: 6.356e-03, eta: 1 day, 17:30:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4363, top5_acc: 0.6866, loss_cls: 6.3989, loss: 6.3989 2025-08-10 04:56:26,943 - pyskl - INFO - Epoch [116][1500/7492] lr: 6.351e-03, eta: 1 day, 17:29:07, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4313, top5_acc: 0.6978, loss_cls: 6.4353, loss: 6.4353 2025-08-10 04:57:24,544 - pyskl - INFO - Epoch [116][1600/7492] lr: 6.347e-03, eta: 1 day, 17:28:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4309, top5_acc: 0.6897, loss_cls: 6.3928, loss: 6.3928 2025-08-10 04:58:20,800 - pyskl - INFO - Epoch [116][1700/7492] lr: 6.342e-03, eta: 1 day, 17:27:12, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6837, loss_cls: 6.4492, loss: 6.4492 2025-08-10 04:59:18,383 - pyskl - INFO - Epoch [116][1800/7492] lr: 6.337e-03, eta: 1 day, 17:26:15, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4275, top5_acc: 0.6816, loss_cls: 6.4140, loss: 6.4140 2025-08-10 05:00:15,371 - pyskl - INFO - Epoch [116][1900/7492] lr: 6.333e-03, eta: 1 day, 17:25:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6875, loss_cls: 6.4161, loss: 6.4161 2025-08-10 05:01:12,204 - pyskl - INFO - Epoch [116][2000/7492] lr: 6.328e-03, eta: 1 day, 17:24:20, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4122, top5_acc: 0.6809, loss_cls: 6.5088, loss: 6.5088 2025-08-10 05:02:09,134 - pyskl - INFO - Epoch [116][2100/7492] lr: 6.324e-03, eta: 1 day, 17:23:22, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4419, top5_acc: 0.6969, loss_cls: 6.3891, loss: 6.3891 2025-08-10 05:03:06,924 - pyskl - INFO - Epoch [116][2200/7492] lr: 6.319e-03, eta: 1 day, 17:22:25, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4309, top5_acc: 0.6875, loss_cls: 6.5501, loss: 6.5501 2025-08-10 05:04:05,905 - pyskl - INFO - Epoch [116][2300/7492] lr: 6.314e-03, eta: 1 day, 17:21:28, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.4128, top5_acc: 0.6859, loss_cls: 6.4879, loss: 6.4879 2025-08-10 05:05:03,456 - pyskl - INFO - Epoch [116][2400/7492] lr: 6.310e-03, eta: 1 day, 17:20:31, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4188, top5_acc: 0.6841, loss_cls: 6.5177, loss: 6.5177 2025-08-10 05:06:02,057 - pyskl - INFO - Epoch [116][2500/7492] lr: 6.305e-03, eta: 1 day, 17:19:34, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 6.4452, loss: 6.4452 2025-08-10 05:06:59,690 - pyskl - INFO - Epoch [116][2600/7492] lr: 6.300e-03, eta: 1 day, 17:18:37, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4300, top5_acc: 0.6716, loss_cls: 6.4886, loss: 6.4886 2025-08-10 05:07:56,791 - pyskl - INFO - Epoch [116][2700/7492] lr: 6.296e-03, eta: 1 day, 17:17:40, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4222, top5_acc: 0.6872, loss_cls: 6.4181, loss: 6.4181 2025-08-10 05:08:53,622 - pyskl - INFO - Epoch [116][2800/7492] lr: 6.291e-03, eta: 1 day, 17:16:42, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4319, top5_acc: 0.6784, loss_cls: 6.5066, loss: 6.5066 2025-08-10 05:09:51,515 - pyskl - INFO - Epoch [116][2900/7492] lr: 6.286e-03, eta: 1 day, 17:15:45, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4241, top5_acc: 0.6847, loss_cls: 6.4001, loss: 6.4001 2025-08-10 05:10:48,567 - pyskl - INFO - Epoch [116][3000/7492] lr: 6.282e-03, eta: 1 day, 17:14:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4197, top5_acc: 0.6728, loss_cls: 6.5871, loss: 6.5871 2025-08-10 05:11:45,768 - pyskl - INFO - Epoch [116][3100/7492] lr: 6.277e-03, eta: 1 day, 17:13:51, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4234, top5_acc: 0.6819, loss_cls: 6.5631, loss: 6.5631 2025-08-10 05:12:44,456 - pyskl - INFO - Epoch [116][3200/7492] lr: 6.273e-03, eta: 1 day, 17:12:54, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4387, top5_acc: 0.6875, loss_cls: 6.4563, loss: 6.4563 2025-08-10 05:13:42,720 - pyskl - INFO - Epoch [116][3300/7492] lr: 6.268e-03, eta: 1 day, 17:11:57, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4309, top5_acc: 0.6916, loss_cls: 6.3062, loss: 6.3062 2025-08-10 05:14:39,610 - pyskl - INFO - Epoch [116][3400/7492] lr: 6.263e-03, eta: 1 day, 17:10:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4172, top5_acc: 0.6794, loss_cls: 6.4578, loss: 6.4578 2025-08-10 05:15:36,738 - pyskl - INFO - Epoch [116][3500/7492] lr: 6.259e-03, eta: 1 day, 17:10:02, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4188, top5_acc: 0.6663, loss_cls: 6.5717, loss: 6.5717 2025-08-10 05:16:34,295 - pyskl - INFO - Epoch [116][3600/7492] lr: 6.254e-03, eta: 1 day, 17:09:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4138, top5_acc: 0.6713, loss_cls: 6.5519, loss: 6.5519 2025-08-10 05:17:32,187 - pyskl - INFO - Epoch [116][3700/7492] lr: 6.249e-03, eta: 1 day, 17:08:08, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4281, top5_acc: 0.6831, loss_cls: 6.5315, loss: 6.5315 2025-08-10 05:18:29,038 - pyskl - INFO - Epoch [116][3800/7492] lr: 6.245e-03, eta: 1 day, 17:07:10, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4291, top5_acc: 0.6853, loss_cls: 6.5063, loss: 6.5063 2025-08-10 05:19:26,380 - pyskl - INFO - Epoch [116][3900/7492] lr: 6.240e-03, eta: 1 day, 17:06:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4150, top5_acc: 0.6666, loss_cls: 6.5041, loss: 6.5041 2025-08-10 05:20:24,856 - pyskl - INFO - Epoch [116][4000/7492] lr: 6.236e-03, eta: 1 day, 17:05:16, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4334, top5_acc: 0.6947, loss_cls: 6.4060, loss: 6.4060 2025-08-10 05:21:21,895 - pyskl - INFO - Epoch [116][4100/7492] lr: 6.231e-03, eta: 1 day, 17:04:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4222, top5_acc: 0.6891, loss_cls: 6.5425, loss: 6.5425 2025-08-10 05:22:18,676 - pyskl - INFO - Epoch [116][4200/7492] lr: 6.226e-03, eta: 1 day, 17:03:21, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4213, top5_acc: 0.6744, loss_cls: 6.5067, loss: 6.5067 2025-08-10 05:23:15,845 - pyskl - INFO - Epoch [116][4300/7492] lr: 6.222e-03, eta: 1 day, 17:02:24, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4303, top5_acc: 0.6809, loss_cls: 6.4814, loss: 6.4814 2025-08-10 05:24:13,243 - pyskl - INFO - Epoch [116][4400/7492] lr: 6.217e-03, eta: 1 day, 17:01:27, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4031, top5_acc: 0.6684, loss_cls: 6.5944, loss: 6.5944 2025-08-10 05:25:11,243 - pyskl - INFO - Epoch [116][4500/7492] lr: 6.212e-03, eta: 1 day, 17:00:30, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4356, top5_acc: 0.6975, loss_cls: 6.2541, loss: 6.2541 2025-08-10 05:26:08,336 - pyskl - INFO - Epoch [116][4600/7492] lr: 6.208e-03, eta: 1 day, 16:59:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4219, top5_acc: 0.6713, loss_cls: 6.5433, loss: 6.5433 2025-08-10 05:27:05,965 - pyskl - INFO - Epoch [116][4700/7492] lr: 6.203e-03, eta: 1 day, 16:58:35, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4247, top5_acc: 0.6806, loss_cls: 6.5168, loss: 6.5168 2025-08-10 05:28:03,578 - pyskl - INFO - Epoch [116][4800/7492] lr: 6.199e-03, eta: 1 day, 16:57:38, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4278, top5_acc: 0.6791, loss_cls: 6.4477, loss: 6.4477 2025-08-10 05:29:00,844 - pyskl - INFO - Epoch [116][4900/7492] lr: 6.194e-03, eta: 1 day, 16:56:41, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4344, top5_acc: 0.6941, loss_cls: 6.4442, loss: 6.4442 2025-08-10 05:29:58,925 - pyskl - INFO - Epoch [116][5000/7492] lr: 6.189e-03, eta: 1 day, 16:55:44, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4091, top5_acc: 0.6859, loss_cls: 6.4603, loss: 6.4603 2025-08-10 05:30:57,015 - pyskl - INFO - Epoch [116][5100/7492] lr: 6.185e-03, eta: 1 day, 16:54:47, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4188, top5_acc: 0.6922, loss_cls: 6.4602, loss: 6.4602 2025-08-10 05:31:55,484 - pyskl - INFO - Epoch [116][5200/7492] lr: 6.180e-03, eta: 1 day, 16:53:50, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4300, top5_acc: 0.6813, loss_cls: 6.3995, loss: 6.3995 2025-08-10 05:32:53,517 - pyskl - INFO - Epoch [116][5300/7492] lr: 6.176e-03, eta: 1 day, 16:52:53, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4281, top5_acc: 0.6837, loss_cls: 6.3718, loss: 6.3718 2025-08-10 05:33:51,229 - pyskl - INFO - Epoch [116][5400/7492] lr: 6.171e-03, eta: 1 day, 16:51:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4172, top5_acc: 0.6719, loss_cls: 6.5127, loss: 6.5127 2025-08-10 05:34:48,438 - pyskl - INFO - Epoch [116][5500/7492] lr: 6.166e-03, eta: 1 day, 16:50:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4269, top5_acc: 0.6922, loss_cls: 6.4267, loss: 6.4267 2025-08-10 05:35:46,292 - pyskl - INFO - Epoch [116][5600/7492] lr: 6.162e-03, eta: 1 day, 16:50:01, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4228, top5_acc: 0.6781, loss_cls: 6.5002, loss: 6.5002 2025-08-10 05:36:43,860 - pyskl - INFO - Epoch [116][5700/7492] lr: 6.157e-03, eta: 1 day, 16:49:04, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4219, top5_acc: 0.6694, loss_cls: 6.6212, loss: 6.6212 2025-08-10 05:37:41,016 - pyskl - INFO - Epoch [116][5800/7492] lr: 6.153e-03, eta: 1 day, 16:48:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4225, top5_acc: 0.6872, loss_cls: 6.4582, loss: 6.4582 2025-08-10 05:38:38,343 - pyskl - INFO - Epoch [116][5900/7492] lr: 6.148e-03, eta: 1 day, 16:47:09, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4147, top5_acc: 0.6687, loss_cls: 6.4644, loss: 6.4644 2025-08-10 05:39:35,706 - pyskl - INFO - Epoch [116][6000/7492] lr: 6.143e-03, eta: 1 day, 16:46:12, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 6.3560, loss: 6.3560 2025-08-10 05:40:32,202 - pyskl - INFO - Epoch [116][6100/7492] lr: 6.139e-03, eta: 1 day, 16:45:15, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4316, top5_acc: 0.6775, loss_cls: 6.4263, loss: 6.4263 2025-08-10 05:41:29,140 - pyskl - INFO - Epoch [116][6200/7492] lr: 6.134e-03, eta: 1 day, 16:44:17, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4294, top5_acc: 0.6809, loss_cls: 6.4629, loss: 6.4629 2025-08-10 05:42:27,713 - pyskl - INFO - Epoch [116][6300/7492] lr: 6.130e-03, eta: 1 day, 16:43:20, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4209, top5_acc: 0.6641, loss_cls: 6.5545, loss: 6.5545 2025-08-10 05:43:25,348 - pyskl - INFO - Epoch [116][6400/7492] lr: 6.125e-03, eta: 1 day, 16:42:23, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4053, top5_acc: 0.6644, loss_cls: 6.6126, loss: 6.6126 2025-08-10 05:44:22,706 - pyskl - INFO - Epoch [116][6500/7492] lr: 6.121e-03, eta: 1 day, 16:41:26, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4256, top5_acc: 0.6806, loss_cls: 6.4256, loss: 6.4256 2025-08-10 05:45:20,016 - pyskl - INFO - Epoch [116][6600/7492] lr: 6.116e-03, eta: 1 day, 16:40:29, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4197, top5_acc: 0.6750, loss_cls: 6.4736, loss: 6.4736 2025-08-10 05:46:17,744 - pyskl - INFO - Epoch [116][6700/7492] lr: 6.111e-03, eta: 1 day, 16:39:31, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6872, loss_cls: 6.5320, loss: 6.5320 2025-08-10 05:47:14,516 - pyskl - INFO - Epoch [116][6800/7492] lr: 6.107e-03, eta: 1 day, 16:38:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4313, top5_acc: 0.6756, loss_cls: 6.4998, loss: 6.4998 2025-08-10 05:48:11,458 - pyskl - INFO - Epoch [116][6900/7492] lr: 6.102e-03, eta: 1 day, 16:37:37, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6806, loss_cls: 6.3812, loss: 6.3812 2025-08-10 05:49:08,072 - pyskl - INFO - Epoch [116][7000/7492] lr: 6.098e-03, eta: 1 day, 16:36:39, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4397, top5_acc: 0.7019, loss_cls: 6.3570, loss: 6.3570 2025-08-10 05:50:04,719 - pyskl - INFO - Epoch [116][7100/7492] lr: 6.093e-03, eta: 1 day, 16:35:42, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4219, top5_acc: 0.6844, loss_cls: 6.4300, loss: 6.4300 2025-08-10 05:51:02,878 - pyskl - INFO - Epoch [116][7200/7492] lr: 6.089e-03, eta: 1 day, 16:34:45, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4459, top5_acc: 0.6887, loss_cls: 6.3817, loss: 6.3817 2025-08-10 05:52:00,443 - pyskl - INFO - Epoch [116][7300/7492] lr: 6.084e-03, eta: 1 day, 16:33:47, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4084, top5_acc: 0.6656, loss_cls: 6.6621, loss: 6.6621 2025-08-10 05:52:58,392 - pyskl - INFO - Epoch [116][7400/7492] lr: 6.079e-03, eta: 1 day, 16:32:50, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4178, top5_acc: 0.6772, loss_cls: 6.4693, loss: 6.4693 2025-08-10 05:53:52,982 - pyskl - INFO - Saving checkpoint at 116 epochs 2025-08-10 05:54:42,467 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 05:54:43,125 - pyskl - INFO - top1_acc 0.3783 top5_acc 0.6322 2025-08-10 05:54:43,125 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 05:54:43,167 - pyskl - INFO - mean_acc 0.3780 2025-08-10 05:54:43,233 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_114.pth was removed 2025-08-10 05:54:44,969 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_116.pth. 2025-08-10 05:54:44,970 - pyskl - INFO - Best top1_acc is 0.3783 at 116 epoch. 2025-08-10 05:54:44,984 - pyskl - INFO - Epoch(val) [116][617] top1_acc: 0.3783, top5_acc: 0.6322, mean_class_accuracy: 0.3780 2025-08-10 05:56:15,321 - pyskl - INFO - Epoch [117][100/7492] lr: 6.071e-03, eta: 1 day, 16:30:55, time: 0.903, data_time: 0.331, memory: 11068, top1_acc: 0.4350, top5_acc: 0.6891, loss_cls: 6.3656, loss: 6.3656 2025-08-10 05:57:12,083 - pyskl - INFO - Epoch [117][200/7492] lr: 6.066e-03, eta: 1 day, 16:29:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4472, top5_acc: 0.7019, loss_cls: 6.3171, loss: 6.3171 2025-08-10 05:58:09,197 - pyskl - INFO - Epoch [117][300/7492] lr: 6.061e-03, eta: 1 day, 16:29:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4334, top5_acc: 0.6903, loss_cls: 6.4365, loss: 6.4365 2025-08-10 05:59:06,940 - pyskl - INFO - Epoch [117][400/7492] lr: 6.057e-03, eta: 1 day, 16:28:03, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4306, top5_acc: 0.7000, loss_cls: 6.4194, loss: 6.4194 2025-08-10 06:00:03,979 - pyskl - INFO - Epoch [117][500/7492] lr: 6.052e-03, eta: 1 day, 16:27:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4238, top5_acc: 0.6781, loss_cls: 6.3881, loss: 6.3881 2025-08-10 06:01:01,042 - pyskl - INFO - Epoch [117][600/7492] lr: 6.048e-03, eta: 1 day, 16:26:08, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6972, loss_cls: 6.3180, loss: 6.3180 2025-08-10 06:01:59,626 - pyskl - INFO - Epoch [117][700/7492] lr: 6.043e-03, eta: 1 day, 16:25:11, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4387, top5_acc: 0.7031, loss_cls: 6.3292, loss: 6.3292 2025-08-10 06:02:58,358 - pyskl - INFO - Epoch [117][800/7492] lr: 6.039e-03, eta: 1 day, 16:24:14, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4387, top5_acc: 0.7016, loss_cls: 6.3256, loss: 6.3256 2025-08-10 06:03:55,921 - pyskl - INFO - Epoch [117][900/7492] lr: 6.034e-03, eta: 1 day, 16:23:17, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4366, top5_acc: 0.6922, loss_cls: 6.3839, loss: 6.3839 2025-08-10 06:04:54,149 - pyskl - INFO - Epoch [117][1000/7492] lr: 6.030e-03, eta: 1 day, 16:22:20, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4334, top5_acc: 0.6981, loss_cls: 6.4207, loss: 6.4207 2025-08-10 06:05:52,801 - pyskl - INFO - Epoch [117][1100/7492] lr: 6.025e-03, eta: 1 day, 16:21:23, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4263, top5_acc: 0.6881, loss_cls: 6.4670, loss: 6.4670 2025-08-10 06:06:50,884 - pyskl - INFO - Epoch [117][1200/7492] lr: 6.020e-03, eta: 1 day, 16:20:26, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4550, top5_acc: 0.7031, loss_cls: 6.3283, loss: 6.3283 2025-08-10 06:07:47,471 - pyskl - INFO - Epoch [117][1300/7492] lr: 6.016e-03, eta: 1 day, 16:19:29, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4316, top5_acc: 0.6947, loss_cls: 6.3758, loss: 6.3758 2025-08-10 06:08:45,107 - pyskl - INFO - Epoch [117][1400/7492] lr: 6.011e-03, eta: 1 day, 16:18:31, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4434, top5_acc: 0.6931, loss_cls: 6.3926, loss: 6.3926 2025-08-10 06:09:42,491 - pyskl - INFO - Epoch [117][1500/7492] lr: 6.007e-03, eta: 1 day, 16:17:34, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4353, top5_acc: 0.7006, loss_cls: 6.3331, loss: 6.3331 2025-08-10 06:10:41,201 - pyskl - INFO - Epoch [117][1600/7492] lr: 6.002e-03, eta: 1 day, 16:16:37, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4453, top5_acc: 0.6950, loss_cls: 6.3098, loss: 6.3098 2025-08-10 06:11:39,348 - pyskl - INFO - Epoch [117][1700/7492] lr: 5.998e-03, eta: 1 day, 16:15:40, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4288, top5_acc: 0.6916, loss_cls: 6.5085, loss: 6.5085 2025-08-10 06:12:36,373 - pyskl - INFO - Epoch [117][1800/7492] lr: 5.993e-03, eta: 1 day, 16:14:43, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.6947, loss_cls: 6.3902, loss: 6.3902 2025-08-10 06:13:35,458 - pyskl - INFO - Epoch [117][1900/7492] lr: 5.989e-03, eta: 1 day, 16:13:46, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.4306, top5_acc: 0.6856, loss_cls: 6.4551, loss: 6.4551 2025-08-10 06:14:33,966 - pyskl - INFO - Epoch [117][2000/7492] lr: 5.984e-03, eta: 1 day, 16:12:49, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.6966, loss_cls: 6.3004, loss: 6.3004 2025-08-10 06:15:32,802 - pyskl - INFO - Epoch [117][2100/7492] lr: 5.980e-03, eta: 1 day, 16:11:52, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4447, top5_acc: 0.6981, loss_cls: 6.3217, loss: 6.3217 2025-08-10 06:16:30,867 - pyskl - INFO - Epoch [117][2200/7492] lr: 5.975e-03, eta: 1 day, 16:10:55, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4372, top5_acc: 0.6853, loss_cls: 6.4225, loss: 6.4225 2025-08-10 06:17:28,036 - pyskl - INFO - Epoch [117][2300/7492] lr: 5.971e-03, eta: 1 day, 16:09:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4309, top5_acc: 0.6825, loss_cls: 6.3936, loss: 6.3936 2025-08-10 06:18:25,806 - pyskl - INFO - Epoch [117][2400/7492] lr: 5.966e-03, eta: 1 day, 16:09:01, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4497, top5_acc: 0.7116, loss_cls: 6.2631, loss: 6.2631 2025-08-10 06:19:24,081 - pyskl - INFO - Epoch [117][2500/7492] lr: 5.961e-03, eta: 1 day, 16:08:04, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4434, top5_acc: 0.6859, loss_cls: 6.3947, loss: 6.3947 2025-08-10 06:20:22,966 - pyskl - INFO - Epoch [117][2600/7492] lr: 5.957e-03, eta: 1 day, 16:07:07, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4303, top5_acc: 0.6841, loss_cls: 6.4715, loss: 6.4715 2025-08-10 06:21:21,838 - pyskl - INFO - Epoch [117][2700/7492] lr: 5.952e-03, eta: 1 day, 16:06:10, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4366, top5_acc: 0.6853, loss_cls: 6.3532, loss: 6.3532 2025-08-10 06:22:20,131 - pyskl - INFO - Epoch [117][2800/7492] lr: 5.948e-03, eta: 1 day, 16:05:13, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4250, top5_acc: 0.6791, loss_cls: 6.4827, loss: 6.4827 2025-08-10 06:23:19,016 - pyskl - INFO - Epoch [117][2900/7492] lr: 5.943e-03, eta: 1 day, 16:04:16, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4281, top5_acc: 0.6922, loss_cls: 6.4493, loss: 6.4493 2025-08-10 06:24:16,836 - pyskl - INFO - Epoch [117][3000/7492] lr: 5.939e-03, eta: 1 day, 16:03:19, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4431, top5_acc: 0.7013, loss_cls: 6.4111, loss: 6.4111 2025-08-10 06:25:15,294 - pyskl - INFO - Epoch [117][3100/7492] lr: 5.934e-03, eta: 1 day, 16:02:22, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4350, top5_acc: 0.6831, loss_cls: 6.4786, loss: 6.4786 2025-08-10 06:26:13,508 - pyskl - INFO - Epoch [117][3200/7492] lr: 5.930e-03, eta: 1 day, 16:01:25, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4250, top5_acc: 0.6906, loss_cls: 6.4022, loss: 6.4022 2025-08-10 06:27:11,093 - pyskl - INFO - Epoch [117][3300/7492] lr: 5.925e-03, eta: 1 day, 16:00:28, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4231, top5_acc: 0.6925, loss_cls: 6.4628, loss: 6.4628 2025-08-10 06:28:07,882 - pyskl - INFO - Epoch [117][3400/7492] lr: 5.921e-03, eta: 1 day, 15:59:31, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4259, top5_acc: 0.6672, loss_cls: 6.5057, loss: 6.5057 2025-08-10 06:29:04,707 - pyskl - INFO - Epoch [117][3500/7492] lr: 5.916e-03, eta: 1 day, 15:58:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4253, top5_acc: 0.6856, loss_cls: 6.4231, loss: 6.4231 2025-08-10 06:30:02,281 - pyskl - INFO - Epoch [117][3600/7492] lr: 5.912e-03, eta: 1 day, 15:57:36, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4203, top5_acc: 0.6866, loss_cls: 6.4970, loss: 6.4970 2025-08-10 06:31:00,021 - pyskl - INFO - Epoch [117][3700/7492] lr: 5.907e-03, eta: 1 day, 15:56:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4150, top5_acc: 0.6813, loss_cls: 6.3868, loss: 6.3868 2025-08-10 06:31:58,375 - pyskl - INFO - Epoch [117][3800/7492] lr: 5.903e-03, eta: 1 day, 15:55:42, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4206, top5_acc: 0.6750, loss_cls: 6.5308, loss: 6.5308 2025-08-10 06:32:56,121 - pyskl - INFO - Epoch [117][3900/7492] lr: 5.898e-03, eta: 1 day, 15:54:45, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4150, top5_acc: 0.6744, loss_cls: 6.4844, loss: 6.4844 2025-08-10 06:33:53,211 - pyskl - INFO - Epoch [117][4000/7492] lr: 5.894e-03, eta: 1 day, 15:53:47, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4259, top5_acc: 0.6816, loss_cls: 6.4389, loss: 6.4389 2025-08-10 06:34:51,116 - pyskl - INFO - Epoch [117][4100/7492] lr: 5.889e-03, eta: 1 day, 15:52:50, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.6950, loss_cls: 6.3418, loss: 6.3418 2025-08-10 06:35:49,746 - pyskl - INFO - Epoch [117][4200/7492] lr: 5.885e-03, eta: 1 day, 15:51:53, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4056, top5_acc: 0.6619, loss_cls: 6.5632, loss: 6.5632 2025-08-10 06:36:47,934 - pyskl - INFO - Epoch [117][4300/7492] lr: 5.880e-03, eta: 1 day, 15:50:56, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4072, top5_acc: 0.6728, loss_cls: 6.5366, loss: 6.5366 2025-08-10 06:37:46,543 - pyskl - INFO - Epoch [117][4400/7492] lr: 5.876e-03, eta: 1 day, 15:49:59, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4278, top5_acc: 0.6819, loss_cls: 6.4802, loss: 6.4802 2025-08-10 06:38:44,025 - pyskl - INFO - Epoch [117][4500/7492] lr: 5.871e-03, eta: 1 day, 15:49:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6947, loss_cls: 6.3519, loss: 6.3519 2025-08-10 06:39:42,511 - pyskl - INFO - Epoch [117][4600/7492] lr: 5.867e-03, eta: 1 day, 15:48:05, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4338, top5_acc: 0.6959, loss_cls: 6.4124, loss: 6.4124 2025-08-10 06:40:40,899 - pyskl - INFO - Epoch [117][4700/7492] lr: 5.862e-03, eta: 1 day, 15:47:08, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6987, loss_cls: 6.3910, loss: 6.3910 2025-08-10 06:41:39,558 - pyskl - INFO - Epoch [117][4800/7492] lr: 5.858e-03, eta: 1 day, 15:46:11, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4263, top5_acc: 0.6822, loss_cls: 6.4220, loss: 6.4220 2025-08-10 06:42:37,173 - pyskl - INFO - Epoch [117][4900/7492] lr: 5.853e-03, eta: 1 day, 15:45:14, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4203, top5_acc: 0.6819, loss_cls: 6.4274, loss: 6.4274 2025-08-10 06:43:35,504 - pyskl - INFO - Epoch [117][5000/7492] lr: 5.849e-03, eta: 1 day, 15:44:17, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4281, top5_acc: 0.6881, loss_cls: 6.4541, loss: 6.4541 2025-08-10 06:44:33,480 - pyskl - INFO - Epoch [117][5100/7492] lr: 5.844e-03, eta: 1 day, 15:43:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4150, top5_acc: 0.6759, loss_cls: 6.5336, loss: 6.5336 2025-08-10 06:45:31,957 - pyskl - INFO - Epoch [117][5200/7492] lr: 5.840e-03, eta: 1 day, 15:42:23, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4294, top5_acc: 0.6844, loss_cls: 6.4652, loss: 6.4652 2025-08-10 06:46:29,925 - pyskl - INFO - Epoch [117][5300/7492] lr: 5.835e-03, eta: 1 day, 15:41:26, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4147, top5_acc: 0.6744, loss_cls: 6.4879, loss: 6.4879 2025-08-10 06:47:28,074 - pyskl - INFO - Epoch [117][5400/7492] lr: 5.831e-03, eta: 1 day, 15:40:29, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4225, top5_acc: 0.6709, loss_cls: 6.5457, loss: 6.5457 2025-08-10 06:48:26,719 - pyskl - INFO - Epoch [117][5500/7492] lr: 5.826e-03, eta: 1 day, 15:39:32, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4234, top5_acc: 0.6787, loss_cls: 6.4543, loss: 6.4543 2025-08-10 06:49:25,307 - pyskl - INFO - Epoch [117][5600/7492] lr: 5.822e-03, eta: 1 day, 15:38:35, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4322, top5_acc: 0.6856, loss_cls: 6.5125, loss: 6.5125 2025-08-10 06:50:23,864 - pyskl - INFO - Epoch [117][5700/7492] lr: 5.817e-03, eta: 1 day, 15:37:38, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6800, loss_cls: 6.5253, loss: 6.5253 2025-08-10 06:51:22,365 - pyskl - INFO - Epoch [117][5800/7492] lr: 5.813e-03, eta: 1 day, 15:36:41, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6756, loss_cls: 6.4369, loss: 6.4369 2025-08-10 06:52:19,750 - pyskl - INFO - Epoch [117][5900/7492] lr: 5.808e-03, eta: 1 day, 15:35:44, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.7037, loss_cls: 6.3564, loss: 6.3564 2025-08-10 06:53:18,234 - pyskl - INFO - Epoch [117][6000/7492] lr: 5.804e-03, eta: 1 day, 15:34:47, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4325, top5_acc: 0.6900, loss_cls: 6.3988, loss: 6.3988 2025-08-10 06:54:16,420 - pyskl - INFO - Epoch [117][6100/7492] lr: 5.799e-03, eta: 1 day, 15:33:50, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4322, top5_acc: 0.6906, loss_cls: 6.3753, loss: 6.3753 2025-08-10 06:55:14,386 - pyskl - INFO - Epoch [117][6200/7492] lr: 5.795e-03, eta: 1 day, 15:32:53, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4291, top5_acc: 0.6884, loss_cls: 6.4001, loss: 6.4001 2025-08-10 06:56:12,347 - pyskl - INFO - Epoch [117][6300/7492] lr: 5.790e-03, eta: 1 day, 15:31:56, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4250, top5_acc: 0.6922, loss_cls: 6.4132, loss: 6.4132 2025-08-10 06:57:09,514 - pyskl - INFO - Epoch [117][6400/7492] lr: 5.786e-03, eta: 1 day, 15:30:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4319, top5_acc: 0.6869, loss_cls: 6.3849, loss: 6.3849 2025-08-10 06:58:08,204 - pyskl - INFO - Epoch [117][6500/7492] lr: 5.781e-03, eta: 1 day, 15:30:02, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6797, loss_cls: 6.5774, loss: 6.5774 2025-08-10 06:59:06,537 - pyskl - INFO - Epoch [117][6600/7492] lr: 5.777e-03, eta: 1 day, 15:29:05, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4306, top5_acc: 0.6844, loss_cls: 6.4381, loss: 6.4381 2025-08-10 07:00:04,736 - pyskl - INFO - Epoch [117][6700/7492] lr: 5.773e-03, eta: 1 day, 15:28:08, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6950, loss_cls: 6.3928, loss: 6.3928 2025-08-10 07:01:02,085 - pyskl - INFO - Epoch [117][6800/7492] lr: 5.768e-03, eta: 1 day, 15:27:10, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4294, top5_acc: 0.6797, loss_cls: 6.4365, loss: 6.4365 2025-08-10 07:01:59,424 - pyskl - INFO - Epoch [117][6900/7492] lr: 5.764e-03, eta: 1 day, 15:26:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4372, top5_acc: 0.7000, loss_cls: 6.3613, loss: 6.3613 2025-08-10 07:02:58,017 - pyskl - INFO - Epoch [117][7000/7492] lr: 5.759e-03, eta: 1 day, 15:25:16, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4306, top5_acc: 0.6791, loss_cls: 6.4204, loss: 6.4204 2025-08-10 07:03:56,182 - pyskl - INFO - Epoch [117][7100/7492] lr: 5.755e-03, eta: 1 day, 15:24:19, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4453, top5_acc: 0.6878, loss_cls: 6.3333, loss: 6.3333 2025-08-10 07:04:54,775 - pyskl - INFO - Epoch [117][7200/7492] lr: 5.750e-03, eta: 1 day, 15:23:22, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4316, top5_acc: 0.6825, loss_cls: 6.4160, loss: 6.4160 2025-08-10 07:05:53,340 - pyskl - INFO - Epoch [117][7300/7492] lr: 5.746e-03, eta: 1 day, 15:22:25, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4291, top5_acc: 0.6881, loss_cls: 6.4741, loss: 6.4741 2025-08-10 07:06:52,032 - pyskl - INFO - Epoch [117][7400/7492] lr: 5.741e-03, eta: 1 day, 15:21:29, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4281, top5_acc: 0.6963, loss_cls: 6.3935, loss: 6.3935 2025-08-10 07:07:47,031 - pyskl - INFO - Saving checkpoint at 117 epochs 2025-08-10 07:08:36,850 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 07:08:37,509 - pyskl - INFO - top1_acc 0.3835 top5_acc 0.6368 2025-08-10 07:08:37,509 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 07:08:37,551 - pyskl - INFO - mean_acc 0.3831 2025-08-10 07:08:37,615 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_116.pth was removed 2025-08-10 07:08:39,370 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_117.pth. 2025-08-10 07:08:39,372 - pyskl - INFO - Best top1_acc is 0.3835 at 117 epoch. 2025-08-10 07:08:39,398 - pyskl - INFO - Epoch(val) [117][617] top1_acc: 0.3835, top5_acc: 0.6368, mean_class_accuracy: 0.3831 2025-08-10 07:10:09,354 - pyskl - INFO - Epoch [118][100/7492] lr: 5.733e-03, eta: 1 day, 15:19:33, time: 0.899, data_time: 0.327, memory: 11068, top1_acc: 0.4456, top5_acc: 0.7025, loss_cls: 6.3458, loss: 6.3458 2025-08-10 07:11:06,709 - pyskl - INFO - Epoch [118][200/7492] lr: 5.728e-03, eta: 1 day, 15:18:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4425, top5_acc: 0.7097, loss_cls: 6.2599, loss: 6.2599 2025-08-10 07:12:04,566 - pyskl - INFO - Epoch [118][300/7492] lr: 5.724e-03, eta: 1 day, 15:17:38, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4469, top5_acc: 0.7087, loss_cls: 6.1725, loss: 6.1725 2025-08-10 07:13:02,379 - pyskl - INFO - Epoch [118][400/7492] lr: 5.719e-03, eta: 1 day, 15:16:41, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4641, top5_acc: 0.7106, loss_cls: 6.1811, loss: 6.1811 2025-08-10 07:13:59,927 - pyskl - INFO - Epoch [118][500/7492] lr: 5.715e-03, eta: 1 day, 15:15:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4434, top5_acc: 0.6881, loss_cls: 6.3736, loss: 6.3736 2025-08-10 07:14:57,718 - pyskl - INFO - Epoch [118][600/7492] lr: 5.711e-03, eta: 1 day, 15:14:47, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4425, top5_acc: 0.7000, loss_cls: 6.3826, loss: 6.3826 2025-08-10 07:15:54,377 - pyskl - INFO - Epoch [118][700/7492] lr: 5.706e-03, eta: 1 day, 15:13:50, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4309, top5_acc: 0.6922, loss_cls: 6.3626, loss: 6.3626 2025-08-10 07:16:51,282 - pyskl - INFO - Epoch [118][800/7492] lr: 5.702e-03, eta: 1 day, 15:12:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4431, top5_acc: 0.7075, loss_cls: 6.2535, loss: 6.2535 2025-08-10 07:17:48,643 - pyskl - INFO - Epoch [118][900/7492] lr: 5.697e-03, eta: 1 day, 15:11:55, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4428, top5_acc: 0.6900, loss_cls: 6.3376, loss: 6.3376 2025-08-10 07:18:46,308 - pyskl - INFO - Epoch [118][1000/7492] lr: 5.693e-03, eta: 1 day, 15:10:58, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4375, top5_acc: 0.6959, loss_cls: 6.2795, loss: 6.2795 2025-08-10 07:19:44,132 - pyskl - INFO - Epoch [118][1100/7492] lr: 5.688e-03, eta: 1 day, 15:10:01, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4400, top5_acc: 0.7037, loss_cls: 6.3233, loss: 6.3233 2025-08-10 07:20:41,659 - pyskl - INFO - Epoch [118][1200/7492] lr: 5.684e-03, eta: 1 day, 15:09:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4416, top5_acc: 0.6991, loss_cls: 6.3230, loss: 6.3230 2025-08-10 07:21:38,349 - pyskl - INFO - Epoch [118][1300/7492] lr: 5.679e-03, eta: 1 day, 15:08:06, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4469, top5_acc: 0.6903, loss_cls: 6.3703, loss: 6.3703 2025-08-10 07:22:35,294 - pyskl - INFO - Epoch [118][1400/7492] lr: 5.675e-03, eta: 1 day, 15:07:09, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4334, top5_acc: 0.6919, loss_cls: 6.3858, loss: 6.3858 2025-08-10 07:23:32,539 - pyskl - INFO - Epoch [118][1500/7492] lr: 5.671e-03, eta: 1 day, 15:06:11, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4378, top5_acc: 0.6894, loss_cls: 6.3922, loss: 6.3922 2025-08-10 07:24:30,556 - pyskl - INFO - Epoch [118][1600/7492] lr: 5.666e-03, eta: 1 day, 15:05:14, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4313, top5_acc: 0.6931, loss_cls: 6.3844, loss: 6.3844 2025-08-10 07:25:29,560 - pyskl - INFO - Epoch [118][1700/7492] lr: 5.662e-03, eta: 1 day, 15:04:17, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.4397, top5_acc: 0.6928, loss_cls: 6.3703, loss: 6.3703 2025-08-10 07:26:28,100 - pyskl - INFO - Epoch [118][1800/7492] lr: 5.657e-03, eta: 1 day, 15:03:20, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4206, top5_acc: 0.6856, loss_cls: 6.4017, loss: 6.4017 2025-08-10 07:27:27,088 - pyskl - INFO - Epoch [118][1900/7492] lr: 5.653e-03, eta: 1 day, 15:02:24, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.6987, loss_cls: 6.3035, loss: 6.3035 2025-08-10 07:28:24,970 - pyskl - INFO - Epoch [118][2000/7492] lr: 5.648e-03, eta: 1 day, 15:01:26, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4291, top5_acc: 0.6925, loss_cls: 6.4447, loss: 6.4447 2025-08-10 07:29:22,467 - pyskl - INFO - Epoch [118][2100/7492] lr: 5.644e-03, eta: 1 day, 15:00:29, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4313, top5_acc: 0.6903, loss_cls: 6.4053, loss: 6.4053 2025-08-10 07:30:21,619 - pyskl - INFO - Epoch [118][2200/7492] lr: 5.640e-03, eta: 1 day, 14:59:32, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.4288, top5_acc: 0.6853, loss_cls: 6.4761, loss: 6.4761 2025-08-10 07:31:19,505 - pyskl - INFO - Epoch [118][2300/7492] lr: 5.635e-03, eta: 1 day, 14:58:35, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4450, top5_acc: 0.6916, loss_cls: 6.3809, loss: 6.3809 2025-08-10 07:32:15,856 - pyskl - INFO - Epoch [118][2400/7492] lr: 5.631e-03, eta: 1 day, 14:57:38, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.4375, top5_acc: 0.7066, loss_cls: 6.3243, loss: 6.3243 2025-08-10 07:33:12,461 - pyskl - INFO - Epoch [118][2500/7492] lr: 5.626e-03, eta: 1 day, 14:56:40, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.7037, loss_cls: 6.3024, loss: 6.3024 2025-08-10 07:34:09,076 - pyskl - INFO - Epoch [118][2600/7492] lr: 5.622e-03, eta: 1 day, 14:55:43, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 6.4383, loss: 6.4383 2025-08-10 07:35:06,563 - pyskl - INFO - Epoch [118][2700/7492] lr: 5.617e-03, eta: 1 day, 14:54:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4459, top5_acc: 0.7016, loss_cls: 6.2836, loss: 6.2836 2025-08-10 07:36:03,048 - pyskl - INFO - Epoch [118][2800/7492] lr: 5.613e-03, eta: 1 day, 14:53:48, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4294, top5_acc: 0.6916, loss_cls: 6.4814, loss: 6.4814 2025-08-10 07:37:00,202 - pyskl - INFO - Epoch [118][2900/7492] lr: 5.609e-03, eta: 1 day, 14:52:51, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4347, top5_acc: 0.7003, loss_cls: 6.3078, loss: 6.3078 2025-08-10 07:37:57,618 - pyskl - INFO - Epoch [118][3000/7492] lr: 5.604e-03, eta: 1 day, 14:51:54, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4459, top5_acc: 0.7031, loss_cls: 6.4007, loss: 6.4007 2025-08-10 07:38:54,599 - pyskl - INFO - Epoch [118][3100/7492] lr: 5.600e-03, eta: 1 day, 14:50:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4522, top5_acc: 0.7034, loss_cls: 6.3131, loss: 6.3131 2025-08-10 07:39:51,158 - pyskl - INFO - Epoch [118][3200/7492] lr: 5.595e-03, eta: 1 day, 14:49:59, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4397, top5_acc: 0.6959, loss_cls: 6.2615, loss: 6.2615 2025-08-10 07:40:49,072 - pyskl - INFO - Epoch [118][3300/7492] lr: 5.591e-03, eta: 1 day, 14:49:02, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4338, top5_acc: 0.6900, loss_cls: 6.4003, loss: 6.4003 2025-08-10 07:41:46,035 - pyskl - INFO - Epoch [118][3400/7492] lr: 5.587e-03, eta: 1 day, 14:48:04, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6950, loss_cls: 6.3378, loss: 6.3378 2025-08-10 07:42:43,095 - pyskl - INFO - Epoch [118][3500/7492] lr: 5.582e-03, eta: 1 day, 14:47:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4216, top5_acc: 0.6919, loss_cls: 6.3979, loss: 6.3979 2025-08-10 07:43:40,692 - pyskl - INFO - Epoch [118][3600/7492] lr: 5.578e-03, eta: 1 day, 14:46:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4303, top5_acc: 0.6834, loss_cls: 6.4352, loss: 6.4352 2025-08-10 07:44:39,447 - pyskl - INFO - Epoch [118][3700/7492] lr: 5.573e-03, eta: 1 day, 14:45:13, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4363, top5_acc: 0.6834, loss_cls: 6.3877, loss: 6.3877 2025-08-10 07:45:37,583 - pyskl - INFO - Epoch [118][3800/7492] lr: 5.569e-03, eta: 1 day, 14:44:16, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4387, top5_acc: 0.6875, loss_cls: 6.3590, loss: 6.3590 2025-08-10 07:46:35,259 - pyskl - INFO - Epoch [118][3900/7492] lr: 5.565e-03, eta: 1 day, 14:43:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4228, top5_acc: 0.6809, loss_cls: 6.4635, loss: 6.4635 2025-08-10 07:47:33,074 - pyskl - INFO - Epoch [118][4000/7492] lr: 5.560e-03, eta: 1 day, 14:42:21, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4356, top5_acc: 0.6931, loss_cls: 6.3637, loss: 6.3637 2025-08-10 07:48:30,129 - pyskl - INFO - Epoch [118][4100/7492] lr: 5.556e-03, eta: 1 day, 14:41:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6850, loss_cls: 6.3629, loss: 6.3629 2025-08-10 07:49:27,884 - pyskl - INFO - Epoch [118][4200/7492] lr: 5.551e-03, eta: 1 day, 14:40:27, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6937, loss_cls: 6.3195, loss: 6.3195 2025-08-10 07:50:25,158 - pyskl - INFO - Epoch [118][4300/7492] lr: 5.547e-03, eta: 1 day, 14:39:30, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4263, top5_acc: 0.6816, loss_cls: 6.4519, loss: 6.4519 2025-08-10 07:51:22,613 - pyskl - INFO - Epoch [118][4400/7492] lr: 5.543e-03, eta: 1 day, 14:38:32, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.7016, loss_cls: 6.4192, loss: 6.4192 2025-08-10 07:52:20,006 - pyskl - INFO - Epoch [118][4500/7492] lr: 5.538e-03, eta: 1 day, 14:37:35, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4344, top5_acc: 0.6794, loss_cls: 6.3365, loss: 6.3365 2025-08-10 07:53:17,418 - pyskl - INFO - Epoch [118][4600/7492] lr: 5.534e-03, eta: 1 day, 14:36:38, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4387, top5_acc: 0.6881, loss_cls: 6.3576, loss: 6.3576 2025-08-10 07:54:14,916 - pyskl - INFO - Epoch [118][4700/7492] lr: 5.530e-03, eta: 1 day, 14:35:41, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4387, top5_acc: 0.6906, loss_cls: 6.2982, loss: 6.2982 2025-08-10 07:55:13,675 - pyskl - INFO - Epoch [118][4800/7492] lr: 5.525e-03, eta: 1 day, 14:34:44, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6763, loss_cls: 6.4341, loss: 6.4341 2025-08-10 07:56:11,011 - pyskl - INFO - Epoch [118][4900/7492] lr: 5.521e-03, eta: 1 day, 14:33:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4384, top5_acc: 0.7031, loss_cls: 6.3588, loss: 6.3588 2025-08-10 07:57:07,649 - pyskl - INFO - Epoch [118][5000/7492] lr: 5.516e-03, eta: 1 day, 14:32:49, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4263, top5_acc: 0.6819, loss_cls: 6.4977, loss: 6.4977 2025-08-10 07:58:05,037 - pyskl - INFO - Epoch [118][5100/7492] lr: 5.512e-03, eta: 1 day, 14:31:52, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4294, top5_acc: 0.6922, loss_cls: 6.4260, loss: 6.4260 2025-08-10 07:59:02,057 - pyskl - INFO - Epoch [118][5200/7492] lr: 5.508e-03, eta: 1 day, 14:30:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4384, top5_acc: 0.6837, loss_cls: 6.3534, loss: 6.3534 2025-08-10 07:59:59,546 - pyskl - INFO - Epoch [118][5300/7492] lr: 5.503e-03, eta: 1 day, 14:29:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6909, loss_cls: 6.4005, loss: 6.4005 2025-08-10 08:00:56,525 - pyskl - INFO - Epoch [118][5400/7492] lr: 5.499e-03, eta: 1 day, 14:29:00, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4297, top5_acc: 0.6834, loss_cls: 6.4643, loss: 6.4643 2025-08-10 08:01:53,978 - pyskl - INFO - Epoch [118][5500/7492] lr: 5.494e-03, eta: 1 day, 14:28:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.6937, loss_cls: 6.3477, loss: 6.3477 2025-08-10 08:02:51,106 - pyskl - INFO - Epoch [118][5600/7492] lr: 5.490e-03, eta: 1 day, 14:27:05, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4394, top5_acc: 0.6969, loss_cls: 6.2363, loss: 6.2363 2025-08-10 08:03:47,915 - pyskl - INFO - Epoch [118][5700/7492] lr: 5.486e-03, eta: 1 day, 14:26:08, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4375, top5_acc: 0.7009, loss_cls: 6.2968, loss: 6.2968 2025-08-10 08:04:45,703 - pyskl - INFO - Epoch [118][5800/7492] lr: 5.481e-03, eta: 1 day, 14:25:11, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4188, top5_acc: 0.6822, loss_cls: 6.4643, loss: 6.4643 2025-08-10 08:05:43,137 - pyskl - INFO - Epoch [118][5900/7492] lr: 5.477e-03, eta: 1 day, 14:24:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4325, top5_acc: 0.6922, loss_cls: 6.3560, loss: 6.3560 2025-08-10 08:06:40,348 - pyskl - INFO - Epoch [118][6000/7492] lr: 5.473e-03, eta: 1 day, 14:23:16, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4319, top5_acc: 0.6859, loss_cls: 6.4244, loss: 6.4244 2025-08-10 08:07:36,966 - pyskl - INFO - Epoch [118][6100/7492] lr: 5.468e-03, eta: 1 day, 14:22:19, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4356, top5_acc: 0.6916, loss_cls: 6.3764, loss: 6.3764 2025-08-10 08:08:34,412 - pyskl - INFO - Epoch [118][6200/7492] lr: 5.464e-03, eta: 1 day, 14:21:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4297, top5_acc: 0.6934, loss_cls: 6.3966, loss: 6.3966 2025-08-10 08:09:31,518 - pyskl - INFO - Epoch [118][6300/7492] lr: 5.460e-03, eta: 1 day, 14:20:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4209, top5_acc: 0.6837, loss_cls: 6.4692, loss: 6.4692 2025-08-10 08:10:29,045 - pyskl - INFO - Epoch [118][6400/7492] lr: 5.455e-03, eta: 1 day, 14:19:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4319, top5_acc: 0.6941, loss_cls: 6.4472, loss: 6.4472 2025-08-10 08:11:26,907 - pyskl - INFO - Epoch [118][6500/7492] lr: 5.451e-03, eta: 1 day, 14:18:30, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4316, top5_acc: 0.6797, loss_cls: 6.4785, loss: 6.4785 2025-08-10 08:12:24,752 - pyskl - INFO - Epoch [118][6600/7492] lr: 5.446e-03, eta: 1 day, 14:17:33, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4381, top5_acc: 0.6953, loss_cls: 6.3340, loss: 6.3340 2025-08-10 08:13:23,112 - pyskl - INFO - Epoch [118][6700/7492] lr: 5.442e-03, eta: 1 day, 14:16:36, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4288, top5_acc: 0.6859, loss_cls: 6.3936, loss: 6.3936 2025-08-10 08:14:21,619 - pyskl - INFO - Epoch [118][6800/7492] lr: 5.438e-03, eta: 1 day, 14:15:39, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4331, top5_acc: 0.6906, loss_cls: 6.3944, loss: 6.3944 2025-08-10 08:15:19,438 - pyskl - INFO - Epoch [118][6900/7492] lr: 5.433e-03, eta: 1 day, 14:14:41, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4141, top5_acc: 0.6750, loss_cls: 6.5534, loss: 6.5534 2025-08-10 08:16:17,241 - pyskl - INFO - Epoch [118][7000/7492] lr: 5.429e-03, eta: 1 day, 14:13:44, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4247, top5_acc: 0.6800, loss_cls: 6.4186, loss: 6.4186 2025-08-10 08:17:15,347 - pyskl - INFO - Epoch [118][7100/7492] lr: 5.425e-03, eta: 1 day, 14:12:47, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4338, top5_acc: 0.6847, loss_cls: 6.3600, loss: 6.3600 2025-08-10 08:18:12,360 - pyskl - INFO - Epoch [118][7200/7492] lr: 5.420e-03, eta: 1 day, 14:11:50, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4203, top5_acc: 0.6744, loss_cls: 6.5099, loss: 6.5099 2025-08-10 08:19:09,775 - pyskl - INFO - Epoch [118][7300/7492] lr: 5.416e-03, eta: 1 day, 14:10:53, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4266, top5_acc: 0.6831, loss_cls: 6.4807, loss: 6.4807 2025-08-10 08:20:07,634 - pyskl - INFO - Epoch [118][7400/7492] lr: 5.412e-03, eta: 1 day, 14:09:55, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4444, top5_acc: 0.6950, loss_cls: 6.2329, loss: 6.2329 2025-08-10 08:21:01,244 - pyskl - INFO - Saving checkpoint at 118 epochs 2025-08-10 08:21:50,404 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 08:21:51,068 - pyskl - INFO - top1_acc 0.3849 top5_acc 0.6389 2025-08-10 08:21:51,068 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 08:21:51,121 - pyskl - INFO - mean_acc 0.3846 2025-08-10 08:21:51,194 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_117.pth was removed 2025-08-10 08:21:53,012 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_118.pth. 2025-08-10 08:21:53,013 - pyskl - INFO - Best top1_acc is 0.3849 at 118 epoch. 2025-08-10 08:21:53,027 - pyskl - INFO - Epoch(val) [118][617] top1_acc: 0.3849, top5_acc: 0.6389, mean_class_accuracy: 0.3846 2025-08-10 08:23:23,724 - pyskl - INFO - Epoch [119][100/7492] lr: 5.403e-03, eta: 1 day, 14:08:00, time: 0.907, data_time: 0.327, memory: 11068, top1_acc: 0.4466, top5_acc: 0.7109, loss_cls: 6.1657, loss: 6.1657 2025-08-10 08:24:21,469 - pyskl - INFO - Epoch [119][200/7492] lr: 5.399e-03, eta: 1 day, 14:07:03, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4641, top5_acc: 0.7141, loss_cls: 6.2234, loss: 6.2234 2025-08-10 08:25:18,753 - pyskl - INFO - Epoch [119][300/7492] lr: 5.395e-03, eta: 1 day, 14:06:06, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4481, top5_acc: 0.6975, loss_cls: 6.3427, loss: 6.3427 2025-08-10 08:26:16,490 - pyskl - INFO - Epoch [119][400/7492] lr: 5.390e-03, eta: 1 day, 14:05:09, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 6.3625, loss: 6.3625 2025-08-10 08:27:14,421 - pyskl - INFO - Epoch [119][500/7492] lr: 5.386e-03, eta: 1 day, 14:04:12, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4381, top5_acc: 0.7006, loss_cls: 6.3260, loss: 6.3260 2025-08-10 08:28:11,282 - pyskl - INFO - Epoch [119][600/7492] lr: 5.382e-03, eta: 1 day, 14:03:14, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4491, top5_acc: 0.7063, loss_cls: 6.1781, loss: 6.1781 2025-08-10 08:29:08,981 - pyskl - INFO - Epoch [119][700/7492] lr: 5.377e-03, eta: 1 day, 14:02:17, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4591, top5_acc: 0.7141, loss_cls: 6.2391, loss: 6.2391 2025-08-10 08:30:05,845 - pyskl - INFO - Epoch [119][800/7492] lr: 5.373e-03, eta: 1 day, 14:01:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4247, top5_acc: 0.6953, loss_cls: 6.3866, loss: 6.3866 2025-08-10 08:31:03,996 - pyskl - INFO - Epoch [119][900/7492] lr: 5.369e-03, eta: 1 day, 14:00:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4437, top5_acc: 0.7059, loss_cls: 6.2846, loss: 6.2846 2025-08-10 08:32:01,217 - pyskl - INFO - Epoch [119][1000/7492] lr: 5.364e-03, eta: 1 day, 13:59:25, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4384, top5_acc: 0.6981, loss_cls: 6.3611, loss: 6.3611 2025-08-10 08:32:58,667 - pyskl - INFO - Epoch [119][1100/7492] lr: 5.360e-03, eta: 1 day, 13:58:28, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4484, top5_acc: 0.7041, loss_cls: 6.2428, loss: 6.2428 2025-08-10 08:33:56,154 - pyskl - INFO - Epoch [119][1200/7492] lr: 5.356e-03, eta: 1 day, 13:57:31, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4487, top5_acc: 0.7106, loss_cls: 6.2063, loss: 6.2063 2025-08-10 08:34:52,596 - pyskl - INFO - Epoch [119][1300/7492] lr: 5.351e-03, eta: 1 day, 13:56:33, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4478, top5_acc: 0.6947, loss_cls: 6.3451, loss: 6.3451 2025-08-10 08:35:49,551 - pyskl - INFO - Epoch [119][1400/7492] lr: 5.347e-03, eta: 1 day, 13:55:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4347, top5_acc: 0.6963, loss_cls: 6.3499, loss: 6.3499 2025-08-10 08:36:47,423 - pyskl - INFO - Epoch [119][1500/7492] lr: 5.343e-03, eta: 1 day, 13:54:39, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4425, top5_acc: 0.7063, loss_cls: 6.2207, loss: 6.2207 2025-08-10 08:37:44,729 - pyskl - INFO - Epoch [119][1600/7492] lr: 5.338e-03, eta: 1 day, 13:53:41, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4509, top5_acc: 0.7069, loss_cls: 6.2240, loss: 6.2240 2025-08-10 08:38:42,367 - pyskl - INFO - Epoch [119][1700/7492] lr: 5.334e-03, eta: 1 day, 13:52:44, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6922, loss_cls: 6.4537, loss: 6.4537 2025-08-10 08:39:39,476 - pyskl - INFO - Epoch [119][1800/7492] lr: 5.330e-03, eta: 1 day, 13:51:47, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4350, top5_acc: 0.6881, loss_cls: 6.3754, loss: 6.3754 2025-08-10 08:40:37,080 - pyskl - INFO - Epoch [119][1900/7492] lr: 5.326e-03, eta: 1 day, 13:50:50, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4375, top5_acc: 0.7069, loss_cls: 6.1581, loss: 6.1581 2025-08-10 08:41:34,676 - pyskl - INFO - Epoch [119][2000/7492] lr: 5.321e-03, eta: 1 day, 13:49:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4356, top5_acc: 0.7059, loss_cls: 6.2802, loss: 6.2802 2025-08-10 08:42:31,825 - pyskl - INFO - Epoch [119][2100/7492] lr: 5.317e-03, eta: 1 day, 13:48:55, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4541, top5_acc: 0.7016, loss_cls: 6.3195, loss: 6.3195 2025-08-10 08:43:29,019 - pyskl - INFO - Epoch [119][2200/7492] lr: 5.313e-03, eta: 1 day, 13:47:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6944, loss_cls: 6.3536, loss: 6.3536 2025-08-10 08:44:26,503 - pyskl - INFO - Epoch [119][2300/7492] lr: 5.308e-03, eta: 1 day, 13:47:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4491, top5_acc: 0.7081, loss_cls: 6.2422, loss: 6.2422 2025-08-10 08:45:23,068 - pyskl - INFO - Epoch [119][2400/7492] lr: 5.304e-03, eta: 1 day, 13:46:03, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4447, top5_acc: 0.6963, loss_cls: 6.3989, loss: 6.3989 2025-08-10 08:46:19,915 - pyskl - INFO - Epoch [119][2500/7492] lr: 5.300e-03, eta: 1 day, 13:45:06, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4266, top5_acc: 0.6972, loss_cls: 6.3552, loss: 6.3552 2025-08-10 08:47:17,182 - pyskl - INFO - Epoch [119][2600/7492] lr: 5.295e-03, eta: 1 day, 13:44:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.6906, loss_cls: 6.3219, loss: 6.3219 2025-08-10 08:48:15,274 - pyskl - INFO - Epoch [119][2700/7492] lr: 5.291e-03, eta: 1 day, 13:43:11, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4378, top5_acc: 0.6934, loss_cls: 6.4258, loss: 6.4258 2025-08-10 08:49:12,359 - pyskl - INFO - Epoch [119][2800/7492] lr: 5.287e-03, eta: 1 day, 13:42:14, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4459, top5_acc: 0.7106, loss_cls: 6.2308, loss: 6.2308 2025-08-10 08:50:08,958 - pyskl - INFO - Epoch [119][2900/7492] lr: 5.282e-03, eta: 1 day, 13:41:17, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4644, top5_acc: 0.7100, loss_cls: 6.1656, loss: 6.1656 2025-08-10 08:51:06,609 - pyskl - INFO - Epoch [119][3000/7492] lr: 5.278e-03, eta: 1 day, 13:40:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4203, top5_acc: 0.6800, loss_cls: 6.5611, loss: 6.5611 2025-08-10 08:52:04,811 - pyskl - INFO - Epoch [119][3100/7492] lr: 5.274e-03, eta: 1 day, 13:39:22, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4409, top5_acc: 0.6944, loss_cls: 6.3491, loss: 6.3491 2025-08-10 08:53:02,203 - pyskl - INFO - Epoch [119][3200/7492] lr: 5.270e-03, eta: 1 day, 13:38:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.6959, loss_cls: 6.4479, loss: 6.4479 2025-08-10 08:53:59,555 - pyskl - INFO - Epoch [119][3300/7492] lr: 5.265e-03, eta: 1 day, 13:37:28, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4428, top5_acc: 0.6925, loss_cls: 6.2725, loss: 6.2725 2025-08-10 08:54:56,825 - pyskl - INFO - Epoch [119][3400/7492] lr: 5.261e-03, eta: 1 day, 13:36:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4616, top5_acc: 0.7028, loss_cls: 6.2669, loss: 6.2669 2025-08-10 08:55:53,760 - pyskl - INFO - Epoch [119][3500/7492] lr: 5.257e-03, eta: 1 day, 13:35:33, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4425, top5_acc: 0.7009, loss_cls: 6.3176, loss: 6.3176 2025-08-10 08:56:50,982 - pyskl - INFO - Epoch [119][3600/7492] lr: 5.252e-03, eta: 1 day, 13:34:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4141, top5_acc: 0.6775, loss_cls: 6.4727, loss: 6.4727 2025-08-10 08:57:47,860 - pyskl - INFO - Epoch [119][3700/7492] lr: 5.248e-03, eta: 1 day, 13:33:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4253, top5_acc: 0.6872, loss_cls: 6.3316, loss: 6.3316 2025-08-10 08:58:45,540 - pyskl - INFO - Epoch [119][3800/7492] lr: 5.244e-03, eta: 1 day, 13:32:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4316, top5_acc: 0.6819, loss_cls: 6.3703, loss: 6.3703 2025-08-10 08:59:42,494 - pyskl - INFO - Epoch [119][3900/7492] lr: 5.240e-03, eta: 1 day, 13:31:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4363, top5_acc: 0.6903, loss_cls: 6.4146, loss: 6.4146 2025-08-10 09:00:39,647 - pyskl - INFO - Epoch [119][4000/7492] lr: 5.235e-03, eta: 1 day, 13:30:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4284, top5_acc: 0.6787, loss_cls: 6.3677, loss: 6.3677 2025-08-10 09:01:36,378 - pyskl - INFO - Epoch [119][4100/7492] lr: 5.231e-03, eta: 1 day, 13:29:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4450, top5_acc: 0.6997, loss_cls: 6.3548, loss: 6.3548 2025-08-10 09:02:33,761 - pyskl - INFO - Epoch [119][4200/7492] lr: 5.227e-03, eta: 1 day, 13:28:52, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4375, top5_acc: 0.6803, loss_cls: 6.3249, loss: 6.3249 2025-08-10 09:03:30,339 - pyskl - INFO - Epoch [119][4300/7492] lr: 5.222e-03, eta: 1 day, 13:27:54, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4338, top5_acc: 0.6797, loss_cls: 6.4859, loss: 6.4859 2025-08-10 09:04:27,667 - pyskl - INFO - Epoch [119][4400/7492] lr: 5.218e-03, eta: 1 day, 13:26:57, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4466, top5_acc: 0.6969, loss_cls: 6.3333, loss: 6.3333 2025-08-10 09:05:25,791 - pyskl - INFO - Epoch [119][4500/7492] lr: 5.214e-03, eta: 1 day, 13:26:00, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4537, top5_acc: 0.7009, loss_cls: 6.3255, loss: 6.3255 2025-08-10 09:06:23,837 - pyskl - INFO - Epoch [119][4600/7492] lr: 5.210e-03, eta: 1 day, 13:25:03, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4519, top5_acc: 0.6994, loss_cls: 6.3716, loss: 6.3716 2025-08-10 09:07:21,951 - pyskl - INFO - Epoch [119][4700/7492] lr: 5.205e-03, eta: 1 day, 13:24:06, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4559, top5_acc: 0.7091, loss_cls: 6.2514, loss: 6.2514 2025-08-10 09:08:19,251 - pyskl - INFO - Epoch [119][4800/7492] lr: 5.201e-03, eta: 1 day, 13:23:09, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4306, top5_acc: 0.7003, loss_cls: 6.3145, loss: 6.3145 2025-08-10 09:09:16,800 - pyskl - INFO - Epoch [119][4900/7492] lr: 5.197e-03, eta: 1 day, 13:22:11, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4416, top5_acc: 0.7053, loss_cls: 6.2930, loss: 6.2930 2025-08-10 09:10:14,832 - pyskl - INFO - Epoch [119][5000/7492] lr: 5.193e-03, eta: 1 day, 13:21:14, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4334, top5_acc: 0.6991, loss_cls: 6.3655, loss: 6.3655 2025-08-10 09:11:11,877 - pyskl - INFO - Epoch [119][5100/7492] lr: 5.188e-03, eta: 1 day, 13:20:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4353, top5_acc: 0.6891, loss_cls: 6.4641, loss: 6.4641 2025-08-10 09:12:08,897 - pyskl - INFO - Epoch [119][5200/7492] lr: 5.184e-03, eta: 1 day, 13:19:20, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4434, top5_acc: 0.7066, loss_cls: 6.2796, loss: 6.2796 2025-08-10 09:13:06,327 - pyskl - INFO - Epoch [119][5300/7492] lr: 5.180e-03, eta: 1 day, 13:18:22, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4322, top5_acc: 0.6931, loss_cls: 6.3629, loss: 6.3629 2025-08-10 09:14:03,196 - pyskl - INFO - Epoch [119][5400/7492] lr: 5.176e-03, eta: 1 day, 13:17:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4378, top5_acc: 0.6909, loss_cls: 6.3421, loss: 6.3421 2025-08-10 09:15:00,622 - pyskl - INFO - Epoch [119][5500/7492] lr: 5.171e-03, eta: 1 day, 13:16:28, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4306, top5_acc: 0.6891, loss_cls: 6.4204, loss: 6.4204 2025-08-10 09:15:57,919 - pyskl - INFO - Epoch [119][5600/7492] lr: 5.167e-03, eta: 1 day, 13:15:30, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4428, top5_acc: 0.7022, loss_cls: 6.1877, loss: 6.1877 2025-08-10 09:16:55,310 - pyskl - INFO - Epoch [119][5700/7492] lr: 5.163e-03, eta: 1 day, 13:14:33, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4278, top5_acc: 0.6859, loss_cls: 6.4539, loss: 6.4539 2025-08-10 09:17:52,757 - pyskl - INFO - Epoch [119][5800/7492] lr: 5.159e-03, eta: 1 day, 13:13:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4369, top5_acc: 0.6937, loss_cls: 6.2679, loss: 6.2679 2025-08-10 09:18:49,960 - pyskl - INFO - Epoch [119][5900/7492] lr: 5.154e-03, eta: 1 day, 13:12:39, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4384, top5_acc: 0.6759, loss_cls: 6.3996, loss: 6.3996 2025-08-10 09:19:47,635 - pyskl - INFO - Epoch [119][6000/7492] lr: 5.150e-03, eta: 1 day, 13:11:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4441, top5_acc: 0.7019, loss_cls: 6.3040, loss: 6.3040 2025-08-10 09:20:45,643 - pyskl - INFO - Epoch [119][6100/7492] lr: 5.146e-03, eta: 1 day, 13:10:44, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4250, top5_acc: 0.6909, loss_cls: 6.3681, loss: 6.3681 2025-08-10 09:21:42,243 - pyskl - INFO - Epoch [119][6200/7492] lr: 5.142e-03, eta: 1 day, 13:09:47, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4319, top5_acc: 0.6984, loss_cls: 6.4133, loss: 6.4133 2025-08-10 09:22:39,560 - pyskl - INFO - Epoch [119][6300/7492] lr: 5.137e-03, eta: 1 day, 13:08:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4347, top5_acc: 0.6891, loss_cls: 6.4460, loss: 6.4460 2025-08-10 09:23:36,072 - pyskl - INFO - Epoch [119][6400/7492] lr: 5.133e-03, eta: 1 day, 13:07:52, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.6916, loss_cls: 6.3159, loss: 6.3159 2025-08-10 09:24:32,936 - pyskl - INFO - Epoch [119][6500/7492] lr: 5.129e-03, eta: 1 day, 13:06:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.6909, loss_cls: 6.3119, loss: 6.3119 2025-08-10 09:25:30,841 - pyskl - INFO - Epoch [119][6600/7492] lr: 5.125e-03, eta: 1 day, 13:05:58, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4300, top5_acc: 0.6863, loss_cls: 6.3507, loss: 6.3507 2025-08-10 09:26:28,145 - pyskl - INFO - Epoch [119][6700/7492] lr: 5.120e-03, eta: 1 day, 13:05:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4375, top5_acc: 0.6778, loss_cls: 6.5213, loss: 6.5213 2025-08-10 09:27:25,576 - pyskl - INFO - Epoch [119][6800/7492] lr: 5.116e-03, eta: 1 day, 13:04:03, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4278, top5_acc: 0.6841, loss_cls: 6.4181, loss: 6.4181 2025-08-10 09:28:22,865 - pyskl - INFO - Epoch [119][6900/7492] lr: 5.112e-03, eta: 1 day, 13:03:06, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4159, top5_acc: 0.6819, loss_cls: 6.4253, loss: 6.4253 2025-08-10 09:29:21,076 - pyskl - INFO - Epoch [119][7000/7492] lr: 5.108e-03, eta: 1 day, 13:02:09, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6966, loss_cls: 6.2871, loss: 6.2871 2025-08-10 09:30:19,312 - pyskl - INFO - Epoch [119][7100/7492] lr: 5.103e-03, eta: 1 day, 13:01:12, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4322, top5_acc: 0.6984, loss_cls: 6.4363, loss: 6.4363 2025-08-10 09:31:16,647 - pyskl - INFO - Epoch [119][7200/7492] lr: 5.099e-03, eta: 1 day, 13:00:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 6.4126, loss: 6.4126 2025-08-10 09:32:13,178 - pyskl - INFO - Epoch [119][7300/7492] lr: 5.095e-03, eta: 1 day, 12:59:17, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4356, top5_acc: 0.6978, loss_cls: 6.3569, loss: 6.3569 2025-08-10 09:33:10,737 - pyskl - INFO - Epoch [119][7400/7492] lr: 5.091e-03, eta: 1 day, 12:58:20, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4347, top5_acc: 0.6928, loss_cls: 6.2846, loss: 6.2846 2025-08-10 09:34:05,015 - pyskl - INFO - Saving checkpoint at 119 epochs 2025-08-10 09:34:54,557 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 09:34:55,216 - pyskl - INFO - top1_acc 0.3853 top5_acc 0.6444 2025-08-10 09:34:55,216 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 09:34:55,258 - pyskl - INFO - mean_acc 0.3850 2025-08-10 09:34:55,321 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_118.pth was removed 2025-08-10 09:34:57,111 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_119.pth. 2025-08-10 09:34:57,112 - pyskl - INFO - Best top1_acc is 0.3853 at 119 epoch. 2025-08-10 09:34:57,127 - pyskl - INFO - Epoch(val) [119][617] top1_acc: 0.3853, top5_acc: 0.6444, mean_class_accuracy: 0.3850 2025-08-10 09:36:28,636 - pyskl - INFO - Epoch [120][100/7492] lr: 5.083e-03, eta: 1 day, 12:56:25, time: 0.915, data_time: 0.326, memory: 11068, top1_acc: 0.4406, top5_acc: 0.6987, loss_cls: 6.2576, loss: 6.2576 2025-08-10 09:37:26,679 - pyskl - INFO - Epoch [120][200/7492] lr: 5.078e-03, eta: 1 day, 12:55:28, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4537, top5_acc: 0.7191, loss_cls: 6.1599, loss: 6.1599 2025-08-10 09:38:24,582 - pyskl - INFO - Epoch [120][300/7492] lr: 5.074e-03, eta: 1 day, 12:54:31, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4566, top5_acc: 0.7125, loss_cls: 6.2197, loss: 6.2197 2025-08-10 09:39:22,894 - pyskl - INFO - Epoch [120][400/7492] lr: 5.070e-03, eta: 1 day, 12:53:34, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4541, top5_acc: 0.7081, loss_cls: 6.1703, loss: 6.1703 2025-08-10 09:40:21,398 - pyskl - INFO - Epoch [120][500/7492] lr: 5.066e-03, eta: 1 day, 12:52:37, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4478, top5_acc: 0.7053, loss_cls: 6.2909, loss: 6.2909 2025-08-10 09:41:18,913 - pyskl - INFO - Epoch [120][600/7492] lr: 5.061e-03, eta: 1 day, 12:51:40, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4481, top5_acc: 0.6984, loss_cls: 6.3478, loss: 6.3478 2025-08-10 09:42:16,793 - pyskl - INFO - Epoch [120][700/7492] lr: 5.057e-03, eta: 1 day, 12:50:42, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4572, top5_acc: 0.7078, loss_cls: 6.1913, loss: 6.1913 2025-08-10 09:43:13,909 - pyskl - INFO - Epoch [120][800/7492] lr: 5.053e-03, eta: 1 day, 12:49:45, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4587, top5_acc: 0.7075, loss_cls: 6.1972, loss: 6.1972 2025-08-10 09:44:10,931 - pyskl - INFO - Epoch [120][900/7492] lr: 5.049e-03, eta: 1 day, 12:48:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4584, top5_acc: 0.6994, loss_cls: 6.2176, loss: 6.2176 2025-08-10 09:45:09,367 - pyskl - INFO - Epoch [120][1000/7492] lr: 5.045e-03, eta: 1 day, 12:47:51, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.7056, loss_cls: 6.3021, loss: 6.3021 2025-08-10 09:46:07,227 - pyskl - INFO - Epoch [120][1100/7492] lr: 5.040e-03, eta: 1 day, 12:46:54, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4541, top5_acc: 0.7028, loss_cls: 6.2711, loss: 6.2711 2025-08-10 09:47:04,583 - pyskl - INFO - Epoch [120][1200/7492] lr: 5.036e-03, eta: 1 day, 12:45:56, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4325, top5_acc: 0.6934, loss_cls: 6.2985, loss: 6.2985 2025-08-10 09:48:01,305 - pyskl - INFO - Epoch [120][1300/7492] lr: 5.032e-03, eta: 1 day, 12:44:59, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4525, top5_acc: 0.7072, loss_cls: 6.2471, loss: 6.2471 2025-08-10 09:48:58,832 - pyskl - INFO - Epoch [120][1400/7492] lr: 5.028e-03, eta: 1 day, 12:44:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4425, top5_acc: 0.6956, loss_cls: 6.2705, loss: 6.2705 2025-08-10 09:49:56,032 - pyskl - INFO - Epoch [120][1500/7492] lr: 5.024e-03, eta: 1 day, 12:43:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4441, top5_acc: 0.6972, loss_cls: 6.3853, loss: 6.3853 2025-08-10 09:50:53,603 - pyskl - INFO - Epoch [120][1600/7492] lr: 5.019e-03, eta: 1 day, 12:42:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4472, top5_acc: 0.7041, loss_cls: 6.1735, loss: 6.1735 2025-08-10 09:51:51,361 - pyskl - INFO - Epoch [120][1700/7492] lr: 5.015e-03, eta: 1 day, 12:41:10, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6997, loss_cls: 6.3306, loss: 6.3306 2025-08-10 09:52:48,465 - pyskl - INFO - Epoch [120][1800/7492] lr: 5.011e-03, eta: 1 day, 12:40:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 6.1471, loss: 6.1471 2025-08-10 09:53:45,965 - pyskl - INFO - Epoch [120][1900/7492] lr: 5.007e-03, eta: 1 day, 12:39:15, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4484, top5_acc: 0.7016, loss_cls: 6.3293, loss: 6.3293 2025-08-10 09:54:43,178 - pyskl - INFO - Epoch [120][2000/7492] lr: 5.003e-03, eta: 1 day, 12:38:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4381, top5_acc: 0.7006, loss_cls: 6.1761, loss: 6.1761 2025-08-10 09:55:41,180 - pyskl - INFO - Epoch [120][2100/7492] lr: 4.998e-03, eta: 1 day, 12:37:21, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4484, top5_acc: 0.7044, loss_cls: 6.1859, loss: 6.1859 2025-08-10 09:56:38,552 - pyskl - INFO - Epoch [120][2200/7492] lr: 4.994e-03, eta: 1 day, 12:36:24, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4487, top5_acc: 0.7050, loss_cls: 6.2732, loss: 6.2732 2025-08-10 09:57:34,917 - pyskl - INFO - Epoch [120][2300/7492] lr: 4.990e-03, eta: 1 day, 12:35:26, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4391, top5_acc: 0.6956, loss_cls: 6.3252, loss: 6.3252 2025-08-10 09:58:31,412 - pyskl - INFO - Epoch [120][2400/7492] lr: 4.986e-03, eta: 1 day, 12:34:29, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4481, top5_acc: 0.7056, loss_cls: 6.2363, loss: 6.2363 2025-08-10 09:59:27,787 - pyskl - INFO - Epoch [120][2500/7492] lr: 4.982e-03, eta: 1 day, 12:33:31, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4394, top5_acc: 0.7016, loss_cls: 6.2787, loss: 6.2787 2025-08-10 10:00:25,127 - pyskl - INFO - Epoch [120][2600/7492] lr: 4.977e-03, eta: 1 day, 12:32:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4481, top5_acc: 0.6859, loss_cls: 6.3888, loss: 6.3888 2025-08-10 10:01:22,914 - pyskl - INFO - Epoch [120][2700/7492] lr: 4.973e-03, eta: 1 day, 12:31:37, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4444, top5_acc: 0.7037, loss_cls: 6.2545, loss: 6.2545 2025-08-10 10:02:20,311 - pyskl - INFO - Epoch [120][2800/7492] lr: 4.969e-03, eta: 1 day, 12:30:40, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4366, top5_acc: 0.6928, loss_cls: 6.3642, loss: 6.3642 2025-08-10 10:03:19,195 - pyskl - INFO - Epoch [120][2900/7492] lr: 4.965e-03, eta: 1 day, 12:29:43, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4441, top5_acc: 0.7059, loss_cls: 6.2687, loss: 6.2687 2025-08-10 10:04:17,505 - pyskl - INFO - Epoch [120][3000/7492] lr: 4.961e-03, eta: 1 day, 12:28:46, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4419, top5_acc: 0.6978, loss_cls: 6.2892, loss: 6.2892 2025-08-10 10:05:14,782 - pyskl - INFO - Epoch [120][3100/7492] lr: 4.957e-03, eta: 1 day, 12:27:48, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4391, top5_acc: 0.7059, loss_cls: 6.3094, loss: 6.3094 2025-08-10 10:06:13,023 - pyskl - INFO - Epoch [120][3200/7492] lr: 4.952e-03, eta: 1 day, 12:26:51, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4419, top5_acc: 0.7050, loss_cls: 6.2891, loss: 6.2891 2025-08-10 10:07:10,790 - pyskl - INFO - Epoch [120][3300/7492] lr: 4.948e-03, eta: 1 day, 12:25:54, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.6872, loss_cls: 6.3481, loss: 6.3481 2025-08-10 10:08:08,075 - pyskl - INFO - Epoch [120][3400/7492] lr: 4.944e-03, eta: 1 day, 12:24:57, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4466, top5_acc: 0.7003, loss_cls: 6.2886, loss: 6.2886 2025-08-10 10:09:06,804 - pyskl - INFO - Epoch [120][3500/7492] lr: 4.940e-03, eta: 1 day, 12:24:00, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4509, top5_acc: 0.6994, loss_cls: 6.2585, loss: 6.2585 2025-08-10 10:10:04,930 - pyskl - INFO - Epoch [120][3600/7492] lr: 4.936e-03, eta: 1 day, 12:23:03, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4338, top5_acc: 0.6859, loss_cls: 6.3617, loss: 6.3617 2025-08-10 10:11:03,205 - pyskl - INFO - Epoch [120][3700/7492] lr: 4.932e-03, eta: 1 day, 12:22:06, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6897, loss_cls: 6.3012, loss: 6.3012 2025-08-10 10:12:00,761 - pyskl - INFO - Epoch [120][3800/7492] lr: 4.927e-03, eta: 1 day, 12:21:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4219, top5_acc: 0.6822, loss_cls: 6.4390, loss: 6.4390 2025-08-10 10:12:59,422 - pyskl - INFO - Epoch [120][3900/7492] lr: 4.923e-03, eta: 1 day, 12:20:12, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4441, top5_acc: 0.6969, loss_cls: 6.3240, loss: 6.3240 2025-08-10 10:13:58,150 - pyskl - INFO - Epoch [120][4000/7492] lr: 4.919e-03, eta: 1 day, 12:19:15, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4378, top5_acc: 0.7019, loss_cls: 6.2219, loss: 6.2219 2025-08-10 10:14:56,452 - pyskl - INFO - Epoch [120][4100/7492] lr: 4.915e-03, eta: 1 day, 12:18:18, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4462, top5_acc: 0.7003, loss_cls: 6.3583, loss: 6.3583 2025-08-10 10:15:53,708 - pyskl - INFO - Epoch [120][4200/7492] lr: 4.911e-03, eta: 1 day, 12:17:20, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4394, top5_acc: 0.6881, loss_cls: 6.3673, loss: 6.3673 2025-08-10 10:16:50,662 - pyskl - INFO - Epoch [120][4300/7492] lr: 4.907e-03, eta: 1 day, 12:16:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4481, top5_acc: 0.6866, loss_cls: 6.3053, loss: 6.3053 2025-08-10 10:17:49,421 - pyskl - INFO - Epoch [120][4400/7492] lr: 4.902e-03, eta: 1 day, 12:15:26, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4562, top5_acc: 0.7003, loss_cls: 6.1665, loss: 6.1665 2025-08-10 10:18:47,878 - pyskl - INFO - Epoch [120][4500/7492] lr: 4.898e-03, eta: 1 day, 12:14:29, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4453, top5_acc: 0.6966, loss_cls: 6.3386, loss: 6.3386 2025-08-10 10:19:44,947 - pyskl - INFO - Epoch [120][4600/7492] lr: 4.894e-03, eta: 1 day, 12:13:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4544, top5_acc: 0.7103, loss_cls: 6.2693, loss: 6.2693 2025-08-10 10:20:43,499 - pyskl - INFO - Epoch [120][4700/7492] lr: 4.890e-03, eta: 1 day, 12:12:35, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4412, top5_acc: 0.6991, loss_cls: 6.3047, loss: 6.3047 2025-08-10 10:21:42,050 - pyskl - INFO - Epoch [120][4800/7492] lr: 4.886e-03, eta: 1 day, 12:11:38, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4575, top5_acc: 0.7109, loss_cls: 6.2389, loss: 6.2389 2025-08-10 10:22:40,415 - pyskl - INFO - Epoch [120][4900/7492] lr: 4.882e-03, eta: 1 day, 12:10:41, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4412, top5_acc: 0.7122, loss_cls: 6.1718, loss: 6.1718 2025-08-10 10:23:37,910 - pyskl - INFO - Epoch [120][5000/7492] lr: 4.877e-03, eta: 1 day, 12:09:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4316, top5_acc: 0.6916, loss_cls: 6.4256, loss: 6.4256 2025-08-10 10:24:37,095 - pyskl - INFO - Epoch [120][5100/7492] lr: 4.873e-03, eta: 1 day, 12:08:47, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.4528, top5_acc: 0.7022, loss_cls: 6.2614, loss: 6.2614 2025-08-10 10:25:36,237 - pyskl - INFO - Epoch [120][5200/7492] lr: 4.869e-03, eta: 1 day, 12:07:50, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.4459, top5_acc: 0.6972, loss_cls: 6.2933, loss: 6.2933 2025-08-10 10:26:35,174 - pyskl - INFO - Epoch [120][5300/7492] lr: 4.865e-03, eta: 1 day, 12:06:53, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.4416, top5_acc: 0.6956, loss_cls: 6.3309, loss: 6.3309 2025-08-10 10:27:34,045 - pyskl - INFO - Epoch [120][5400/7492] lr: 4.861e-03, eta: 1 day, 12:05:56, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4356, top5_acc: 0.6959, loss_cls: 6.3809, loss: 6.3809 2025-08-10 10:28:31,881 - pyskl - INFO - Epoch [120][5500/7492] lr: 4.857e-03, eta: 1 day, 12:04:59, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4400, top5_acc: 0.6881, loss_cls: 6.3770, loss: 6.3770 2025-08-10 10:29:28,950 - pyskl - INFO - Epoch [120][5600/7492] lr: 4.853e-03, eta: 1 day, 12:04:02, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4412, top5_acc: 0.6906, loss_cls: 6.3148, loss: 6.3148 2025-08-10 10:30:26,212 - pyskl - INFO - Epoch [120][5700/7492] lr: 4.848e-03, eta: 1 day, 12:03:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4481, top5_acc: 0.7128, loss_cls: 6.2923, loss: 6.2923 2025-08-10 10:31:24,702 - pyskl - INFO - Epoch [120][5800/7492] lr: 4.844e-03, eta: 1 day, 12:02:08, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4350, top5_acc: 0.6956, loss_cls: 6.2557, loss: 6.2557 2025-08-10 10:32:23,362 - pyskl - INFO - Epoch [120][5900/7492] lr: 4.840e-03, eta: 1 day, 12:01:11, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4250, top5_acc: 0.6900, loss_cls: 6.3619, loss: 6.3619 2025-08-10 10:33:21,765 - pyskl - INFO - Epoch [120][6000/7492] lr: 4.836e-03, eta: 1 day, 12:00:14, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4450, top5_acc: 0.6987, loss_cls: 6.3734, loss: 6.3734 2025-08-10 10:34:19,546 - pyskl - INFO - Epoch [120][6100/7492] lr: 4.832e-03, eta: 1 day, 11:59:16, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4456, top5_acc: 0.6994, loss_cls: 6.3240, loss: 6.3240 2025-08-10 10:35:18,217 - pyskl - INFO - Epoch [120][6200/7492] lr: 4.828e-03, eta: 1 day, 11:58:20, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.7025, loss_cls: 6.3045, loss: 6.3045 2025-08-10 10:36:16,417 - pyskl - INFO - Epoch [120][6300/7492] lr: 4.824e-03, eta: 1 day, 11:57:22, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4244, top5_acc: 0.6837, loss_cls: 6.4560, loss: 6.4560 2025-08-10 10:37:13,896 - pyskl - INFO - Epoch [120][6400/7492] lr: 4.820e-03, eta: 1 day, 11:56:25, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4462, top5_acc: 0.7059, loss_cls: 6.2312, loss: 6.2312 2025-08-10 10:38:12,055 - pyskl - INFO - Epoch [120][6500/7492] lr: 4.815e-03, eta: 1 day, 11:55:28, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4597, top5_acc: 0.7166, loss_cls: 6.1685, loss: 6.1685 2025-08-10 10:39:10,180 - pyskl - INFO - Epoch [120][6600/7492] lr: 4.811e-03, eta: 1 day, 11:54:31, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4353, top5_acc: 0.6997, loss_cls: 6.2741, loss: 6.2741 2025-08-10 10:40:08,147 - pyskl - INFO - Epoch [120][6700/7492] lr: 4.807e-03, eta: 1 day, 11:53:34, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4313, top5_acc: 0.6956, loss_cls: 6.3093, loss: 6.3093 2025-08-10 10:41:06,560 - pyskl - INFO - Epoch [120][6800/7492] lr: 4.803e-03, eta: 1 day, 11:52:37, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4175, top5_acc: 0.6856, loss_cls: 6.3639, loss: 6.3639 2025-08-10 10:42:04,985 - pyskl - INFO - Epoch [120][6900/7492] lr: 4.799e-03, eta: 1 day, 11:51:40, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4441, top5_acc: 0.6953, loss_cls: 6.3655, loss: 6.3655 2025-08-10 10:43:02,709 - pyskl - INFO - Epoch [120][7000/7492] lr: 4.795e-03, eta: 1 day, 11:50:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4409, top5_acc: 0.7063, loss_cls: 6.2711, loss: 6.2711 2025-08-10 10:44:00,628 - pyskl - INFO - Epoch [120][7100/7492] lr: 4.791e-03, eta: 1 day, 11:49:46, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4375, top5_acc: 0.6941, loss_cls: 6.2654, loss: 6.2654 2025-08-10 10:44:59,353 - pyskl - INFO - Epoch [120][7200/7492] lr: 4.787e-03, eta: 1 day, 11:48:49, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4253, top5_acc: 0.6928, loss_cls: 6.3669, loss: 6.3669 2025-08-10 10:45:56,999 - pyskl - INFO - Epoch [120][7300/7492] lr: 4.783e-03, eta: 1 day, 11:47:52, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4391, top5_acc: 0.6916, loss_cls: 6.3404, loss: 6.3404 2025-08-10 10:46:54,759 - pyskl - INFO - Epoch [120][7400/7492] lr: 4.778e-03, eta: 1 day, 11:46:54, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4400, top5_acc: 0.6966, loss_cls: 6.4008, loss: 6.4008 2025-08-10 10:47:49,490 - pyskl - INFO - Saving checkpoint at 120 epochs 2025-08-10 10:48:40,415 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 10:48:41,085 - pyskl - INFO - top1_acc 0.3999 top5_acc 0.6517 2025-08-10 10:48:41,086 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 10:48:41,132 - pyskl - INFO - mean_acc 0.3995 2025-08-10 10:48:41,194 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_119.pth was removed 2025-08-10 10:48:42,758 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_120.pth. 2025-08-10 10:48:42,760 - pyskl - INFO - Best top1_acc is 0.3999 at 120 epoch. 2025-08-10 10:48:42,793 - pyskl - INFO - Epoch(val) [120][617] top1_acc: 0.3999, top5_acc: 0.6517, mean_class_accuracy: 0.3995 2025-08-10 10:50:13,785 - pyskl - INFO - Epoch [121][100/7492] lr: 4.771e-03, eta: 1 day, 11:45:00, time: 0.910, data_time: 0.334, memory: 11068, top1_acc: 0.4678, top5_acc: 0.7169, loss_cls: 6.1197, loss: 6.1197 2025-08-10 10:51:11,430 - pyskl - INFO - Epoch [121][200/7492] lr: 4.766e-03, eta: 1 day, 11:44:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4566, top5_acc: 0.7031, loss_cls: 6.2578, loss: 6.2578 2025-08-10 10:52:08,503 - pyskl - INFO - Epoch [121][300/7492] lr: 4.762e-03, eta: 1 day, 11:43:05, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.7022, loss_cls: 6.1532, loss: 6.1532 2025-08-10 10:53:06,291 - pyskl - INFO - Epoch [121][400/7492] lr: 4.758e-03, eta: 1 day, 11:42:08, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4838, top5_acc: 0.7278, loss_cls: 6.0437, loss: 6.0437 2025-08-10 10:54:03,711 - pyskl - INFO - Epoch [121][500/7492] lr: 4.754e-03, eta: 1 day, 11:41:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4634, top5_acc: 0.7291, loss_cls: 6.1060, loss: 6.1060 2025-08-10 10:55:00,840 - pyskl - INFO - Epoch [121][600/7492] lr: 4.750e-03, eta: 1 day, 11:40:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4587, top5_acc: 0.7100, loss_cls: 6.1972, loss: 6.1972 2025-08-10 10:55:57,194 - pyskl - INFO - Epoch [121][700/7492] lr: 4.746e-03, eta: 1 day, 11:39:16, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.7019, loss_cls: 6.2053, loss: 6.2053 2025-08-10 10:56:53,760 - pyskl - INFO - Epoch [121][800/7492] lr: 4.742e-03, eta: 1 day, 11:38:18, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4669, top5_acc: 0.7178, loss_cls: 6.1682, loss: 6.1682 2025-08-10 10:57:51,882 - pyskl - INFO - Epoch [121][900/7492] lr: 4.738e-03, eta: 1 day, 11:37:21, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4481, top5_acc: 0.7056, loss_cls: 6.2436, loss: 6.2436 2025-08-10 10:58:49,390 - pyskl - INFO - Epoch [121][1000/7492] lr: 4.734e-03, eta: 1 day, 11:36:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4422, top5_acc: 0.6966, loss_cls: 6.2840, loss: 6.2840 2025-08-10 10:59:46,593 - pyskl - INFO - Epoch [121][1100/7492] lr: 4.730e-03, eta: 1 day, 11:35:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4431, top5_acc: 0.7041, loss_cls: 6.2698, loss: 6.2698 2025-08-10 11:00:43,694 - pyskl - INFO - Epoch [121][1200/7492] lr: 4.725e-03, eta: 1 day, 11:34:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4656, top5_acc: 0.7256, loss_cls: 6.1077, loss: 6.1077 2025-08-10 11:01:41,127 - pyskl - INFO - Epoch [121][1300/7492] lr: 4.721e-03, eta: 1 day, 11:33:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4587, top5_acc: 0.7106, loss_cls: 6.1289, loss: 6.1289 2025-08-10 11:02:38,491 - pyskl - INFO - Epoch [121][1400/7492] lr: 4.717e-03, eta: 1 day, 11:32:35, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4550, top5_acc: 0.7116, loss_cls: 6.2166, loss: 6.2166 2025-08-10 11:03:36,178 - pyskl - INFO - Epoch [121][1500/7492] lr: 4.713e-03, eta: 1 day, 11:31:38, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4428, top5_acc: 0.7059, loss_cls: 6.2111, loss: 6.2111 2025-08-10 11:04:33,736 - pyskl - INFO - Epoch [121][1600/7492] lr: 4.709e-03, eta: 1 day, 11:30:40, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4659, top5_acc: 0.7150, loss_cls: 6.1600, loss: 6.1600 2025-08-10 11:05:31,556 - pyskl - INFO - Epoch [121][1700/7492] lr: 4.705e-03, eta: 1 day, 11:29:43, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.7081, loss_cls: 6.2937, loss: 6.2937 2025-08-10 11:06:28,214 - pyskl - INFO - Epoch [121][1800/7492] lr: 4.701e-03, eta: 1 day, 11:28:46, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4550, top5_acc: 0.7013, loss_cls: 6.2740, loss: 6.2740 2025-08-10 11:07:25,649 - pyskl - INFO - Epoch [121][1900/7492] lr: 4.697e-03, eta: 1 day, 11:27:49, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4562, top5_acc: 0.7203, loss_cls: 6.1152, loss: 6.1152 2025-08-10 11:08:23,098 - pyskl - INFO - Epoch [121][2000/7492] lr: 4.693e-03, eta: 1 day, 11:26:51, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4366, top5_acc: 0.7075, loss_cls: 6.3136, loss: 6.3136 2025-08-10 11:09:20,051 - pyskl - INFO - Epoch [121][2100/7492] lr: 4.689e-03, eta: 1 day, 11:25:54, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4437, top5_acc: 0.7019, loss_cls: 6.3210, loss: 6.3210 2025-08-10 11:10:16,945 - pyskl - INFO - Epoch [121][2200/7492] lr: 4.685e-03, eta: 1 day, 11:24:57, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4512, top5_acc: 0.7034, loss_cls: 6.2005, loss: 6.2005 2025-08-10 11:11:15,128 - pyskl - INFO - Epoch [121][2300/7492] lr: 4.681e-03, eta: 1 day, 11:24:00, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4522, top5_acc: 0.7016, loss_cls: 6.2107, loss: 6.2107 2025-08-10 11:12:13,047 - pyskl - INFO - Epoch [121][2400/7492] lr: 4.676e-03, eta: 1 day, 11:23:02, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4275, top5_acc: 0.6816, loss_cls: 6.3963, loss: 6.3963 2025-08-10 11:13:09,724 - pyskl - INFO - Epoch [121][2500/7492] lr: 4.672e-03, eta: 1 day, 11:22:05, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4553, top5_acc: 0.7131, loss_cls: 6.2272, loss: 6.2272 2025-08-10 11:14:07,283 - pyskl - INFO - Epoch [121][2600/7492] lr: 4.668e-03, eta: 1 day, 11:21:08, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4450, top5_acc: 0.6900, loss_cls: 6.3080, loss: 6.3080 2025-08-10 11:15:05,179 - pyskl - INFO - Epoch [121][2700/7492] lr: 4.664e-03, eta: 1 day, 11:20:11, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4434, top5_acc: 0.6875, loss_cls: 6.3765, loss: 6.3765 2025-08-10 11:16:02,878 - pyskl - INFO - Epoch [121][2800/7492] lr: 4.660e-03, eta: 1 day, 11:19:13, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4566, top5_acc: 0.7059, loss_cls: 6.2028, loss: 6.2028 2025-08-10 11:17:00,501 - pyskl - INFO - Epoch [121][2900/7492] lr: 4.656e-03, eta: 1 day, 11:18:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4612, top5_acc: 0.7234, loss_cls: 6.1536, loss: 6.1536 2025-08-10 11:17:58,578 - pyskl - INFO - Epoch [121][3000/7492] lr: 4.652e-03, eta: 1 day, 11:17:19, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4359, top5_acc: 0.6853, loss_cls: 6.3848, loss: 6.3848 2025-08-10 11:18:55,671 - pyskl - INFO - Epoch [121][3100/7492] lr: 4.648e-03, eta: 1 day, 11:16:22, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4328, top5_acc: 0.6822, loss_cls: 6.4345, loss: 6.4345 2025-08-10 11:19:53,666 - pyskl - INFO - Epoch [121][3200/7492] lr: 4.644e-03, eta: 1 day, 11:15:25, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4584, top5_acc: 0.7078, loss_cls: 6.1792, loss: 6.1792 2025-08-10 11:20:51,553 - pyskl - INFO - Epoch [121][3300/7492] lr: 4.640e-03, eta: 1 day, 11:14:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4478, top5_acc: 0.7044, loss_cls: 6.1642, loss: 6.1642 2025-08-10 11:21:49,129 - pyskl - INFO - Epoch [121][3400/7492] lr: 4.636e-03, eta: 1 day, 11:13:30, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4459, top5_acc: 0.7022, loss_cls: 6.2592, loss: 6.2592 2025-08-10 11:22:46,606 - pyskl - INFO - Epoch [121][3500/7492] lr: 4.632e-03, eta: 1 day, 11:12:33, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4713, top5_acc: 0.7244, loss_cls: 6.0130, loss: 6.0130 2025-08-10 11:23:43,834 - pyskl - INFO - Epoch [121][3600/7492] lr: 4.628e-03, eta: 1 day, 11:11:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4425, top5_acc: 0.6953, loss_cls: 6.3126, loss: 6.3126 2025-08-10 11:24:41,333 - pyskl - INFO - Epoch [121][3700/7492] lr: 4.624e-03, eta: 1 day, 11:10:39, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4288, top5_acc: 0.6997, loss_cls: 6.3581, loss: 6.3581 2025-08-10 11:25:38,828 - pyskl - INFO - Epoch [121][3800/7492] lr: 4.620e-03, eta: 1 day, 11:09:41, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4394, top5_acc: 0.6984, loss_cls: 6.2667, loss: 6.2667 2025-08-10 11:26:36,153 - pyskl - INFO - Epoch [121][3900/7492] lr: 4.616e-03, eta: 1 day, 11:08:44, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4494, top5_acc: 0.7069, loss_cls: 6.2704, loss: 6.2704 2025-08-10 11:27:33,613 - pyskl - INFO - Epoch [121][4000/7492] lr: 4.612e-03, eta: 1 day, 11:07:47, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4444, top5_acc: 0.7072, loss_cls: 6.2871, loss: 6.2871 2025-08-10 11:28:31,310 - pyskl - INFO - Epoch [121][4100/7492] lr: 4.608e-03, eta: 1 day, 11:06:50, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4609, top5_acc: 0.6959, loss_cls: 6.3108, loss: 6.3108 2025-08-10 11:29:29,416 - pyskl - INFO - Epoch [121][4200/7492] lr: 4.603e-03, eta: 1 day, 11:05:53, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4650, top5_acc: 0.7091, loss_cls: 6.1524, loss: 6.1524 2025-08-10 11:30:26,705 - pyskl - INFO - Epoch [121][4300/7492] lr: 4.599e-03, eta: 1 day, 11:04:55, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4412, top5_acc: 0.7013, loss_cls: 6.2979, loss: 6.2979 2025-08-10 11:31:24,748 - pyskl - INFO - Epoch [121][4400/7492] lr: 4.595e-03, eta: 1 day, 11:03:58, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4547, top5_acc: 0.7119, loss_cls: 6.2331, loss: 6.2331 2025-08-10 11:32:21,695 - pyskl - INFO - Epoch [121][4500/7492] lr: 4.591e-03, eta: 1 day, 11:03:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4409, top5_acc: 0.7056, loss_cls: 6.3306, loss: 6.3306 2025-08-10 11:33:19,184 - pyskl - INFO - Epoch [121][4600/7492] lr: 4.587e-03, eta: 1 day, 11:02:04, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4416, top5_acc: 0.7066, loss_cls: 6.2707, loss: 6.2707 2025-08-10 11:34:16,194 - pyskl - INFO - Epoch [121][4700/7492] lr: 4.583e-03, eta: 1 day, 11:01:06, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4459, top5_acc: 0.6903, loss_cls: 6.3366, loss: 6.3366 2025-08-10 11:35:13,652 - pyskl - INFO - Epoch [121][4800/7492] lr: 4.579e-03, eta: 1 day, 11:00:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4487, top5_acc: 0.6997, loss_cls: 6.3404, loss: 6.3404 2025-08-10 11:36:10,475 - pyskl - INFO - Epoch [121][4900/7492] lr: 4.575e-03, eta: 1 day, 10:59:12, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4278, top5_acc: 0.6837, loss_cls: 6.3272, loss: 6.3272 2025-08-10 11:37:07,880 - pyskl - INFO - Epoch [121][5000/7492] lr: 4.571e-03, eta: 1 day, 10:58:14, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4466, top5_acc: 0.6987, loss_cls: 6.2875, loss: 6.2875 2025-08-10 11:38:04,780 - pyskl - INFO - Epoch [121][5100/7492] lr: 4.567e-03, eta: 1 day, 10:57:17, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4569, top5_acc: 0.7075, loss_cls: 6.1850, loss: 6.1850 2025-08-10 11:39:02,096 - pyskl - INFO - Epoch [121][5200/7492] lr: 4.563e-03, eta: 1 day, 10:56:20, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.6963, loss_cls: 6.2844, loss: 6.2844 2025-08-10 11:39:59,388 - pyskl - INFO - Epoch [121][5300/7492] lr: 4.559e-03, eta: 1 day, 10:55:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4419, top5_acc: 0.7084, loss_cls: 6.2406, loss: 6.2406 2025-08-10 11:40:56,795 - pyskl - INFO - Epoch [121][5400/7492] lr: 4.555e-03, eta: 1 day, 10:54:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4500, top5_acc: 0.6922, loss_cls: 6.1961, loss: 6.1961 2025-08-10 11:41:55,059 - pyskl - INFO - Epoch [121][5500/7492] lr: 4.551e-03, eta: 1 day, 10:53:28, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4353, top5_acc: 0.6941, loss_cls: 6.3581, loss: 6.3581 2025-08-10 11:42:51,768 - pyskl - INFO - Epoch [121][5600/7492] lr: 4.547e-03, eta: 1 day, 10:52:31, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4419, top5_acc: 0.6909, loss_cls: 6.3394, loss: 6.3394 2025-08-10 11:43:49,514 - pyskl - INFO - Epoch [121][5700/7492] lr: 4.543e-03, eta: 1 day, 10:51:33, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4409, top5_acc: 0.6959, loss_cls: 6.3784, loss: 6.3784 2025-08-10 11:44:47,256 - pyskl - INFO - Epoch [121][5800/7492] lr: 4.539e-03, eta: 1 day, 10:50:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4325, top5_acc: 0.7006, loss_cls: 6.2063, loss: 6.2063 2025-08-10 11:45:44,344 - pyskl - INFO - Epoch [121][5900/7492] lr: 4.535e-03, eta: 1 day, 10:49:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4631, top5_acc: 0.7159, loss_cls: 6.2424, loss: 6.2424 2025-08-10 11:46:40,981 - pyskl - INFO - Epoch [121][6000/7492] lr: 4.531e-03, eta: 1 day, 10:48:41, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4484, top5_acc: 0.7003, loss_cls: 6.3039, loss: 6.3039 2025-08-10 11:47:38,088 - pyskl - INFO - Epoch [121][6100/7492] lr: 4.527e-03, eta: 1 day, 10:47:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.6953, loss_cls: 6.2692, loss: 6.2692 2025-08-10 11:48:35,575 - pyskl - INFO - Epoch [121][6200/7492] lr: 4.523e-03, eta: 1 day, 10:46:47, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4419, top5_acc: 0.6897, loss_cls: 6.2563, loss: 6.2563 2025-08-10 11:49:33,103 - pyskl - INFO - Epoch [121][6300/7492] lr: 4.519e-03, eta: 1 day, 10:45:50, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4366, top5_acc: 0.6987, loss_cls: 6.1963, loss: 6.1963 2025-08-10 11:50:29,604 - pyskl - INFO - Epoch [121][6400/7492] lr: 4.515e-03, eta: 1 day, 10:44:52, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4537, top5_acc: 0.6947, loss_cls: 6.2136, loss: 6.2136 2025-08-10 11:51:26,177 - pyskl - INFO - Epoch [121][6500/7492] lr: 4.511e-03, eta: 1 day, 10:43:55, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4462, top5_acc: 0.7019, loss_cls: 6.2338, loss: 6.2338 2025-08-10 11:52:22,585 - pyskl - INFO - Epoch [121][6600/7492] lr: 4.507e-03, eta: 1 day, 10:42:57, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6991, loss_cls: 6.3175, loss: 6.3175 2025-08-10 11:53:20,315 - pyskl - INFO - Epoch [121][6700/7492] lr: 4.503e-03, eta: 1 day, 10:42:00, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4447, top5_acc: 0.7009, loss_cls: 6.2890, loss: 6.2890 2025-08-10 11:54:17,382 - pyskl - INFO - Epoch [121][6800/7492] lr: 4.499e-03, eta: 1 day, 10:41:03, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4472, top5_acc: 0.6897, loss_cls: 6.3015, loss: 6.3015 2025-08-10 11:55:14,879 - pyskl - INFO - Epoch [121][6900/7492] lr: 4.495e-03, eta: 1 day, 10:40:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4472, top5_acc: 0.7034, loss_cls: 6.2982, loss: 6.2982 2025-08-10 11:56:11,597 - pyskl - INFO - Epoch [121][7000/7492] lr: 4.491e-03, eta: 1 day, 10:39:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4466, top5_acc: 0.6919, loss_cls: 6.2857, loss: 6.2857 2025-08-10 11:57:08,673 - pyskl - INFO - Epoch [121][7100/7492] lr: 4.487e-03, eta: 1 day, 10:38:11, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4378, top5_acc: 0.6981, loss_cls: 6.3475, loss: 6.3475 2025-08-10 11:58:06,632 - pyskl - INFO - Epoch [121][7200/7492] lr: 4.483e-03, eta: 1 day, 10:37:14, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4500, top5_acc: 0.7041, loss_cls: 6.1811, loss: 6.1811 2025-08-10 11:59:04,271 - pyskl - INFO - Epoch [121][7300/7492] lr: 4.479e-03, eta: 1 day, 10:36:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4378, top5_acc: 0.7009, loss_cls: 6.2682, loss: 6.2682 2025-08-10 12:00:02,528 - pyskl - INFO - Epoch [121][7400/7492] lr: 4.475e-03, eta: 1 day, 10:35:19, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4566, top5_acc: 0.7066, loss_cls: 6.2551, loss: 6.2551 2025-08-10 12:00:56,758 - pyskl - INFO - Saving checkpoint at 121 epochs 2025-08-10 12:01:45,507 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 12:01:46,183 - pyskl - INFO - top1_acc 0.3947 top5_acc 0.6478 2025-08-10 12:01:46,183 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 12:01:46,236 - pyskl - INFO - mean_acc 0.3944 2025-08-10 12:01:46,250 - pyskl - INFO - Epoch(val) [121][617] top1_acc: 0.3947, top5_acc: 0.6478, mean_class_accuracy: 0.3944 2025-08-10 12:03:16,271 - pyskl - INFO - Epoch [122][100/7492] lr: 4.467e-03, eta: 1 day, 10:33:25, time: 0.900, data_time: 0.333, memory: 11068, top1_acc: 0.4741, top5_acc: 0.7244, loss_cls: 6.0714, loss: 6.0714 2025-08-10 12:04:12,999 - pyskl - INFO - Epoch [122][200/7492] lr: 4.463e-03, eta: 1 day, 10:32:27, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4625, top5_acc: 0.7269, loss_cls: 6.0617, loss: 6.0617 2025-08-10 12:05:09,616 - pyskl - INFO - Epoch [122][300/7492] lr: 4.459e-03, eta: 1 day, 10:31:30, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4628, top5_acc: 0.7203, loss_cls: 6.0958, loss: 6.0958 2025-08-10 12:06:06,685 - pyskl - INFO - Epoch [122][400/7492] lr: 4.455e-03, eta: 1 day, 10:30:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4612, top5_acc: 0.7003, loss_cls: 6.1947, loss: 6.1947 2025-08-10 12:07:03,788 - pyskl - INFO - Epoch [122][500/7492] lr: 4.451e-03, eta: 1 day, 10:29:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4475, top5_acc: 0.7116, loss_cls: 6.2063, loss: 6.2063 2025-08-10 12:08:00,792 - pyskl - INFO - Epoch [122][600/7492] lr: 4.447e-03, eta: 1 day, 10:28:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4541, top5_acc: 0.7225, loss_cls: 6.1488, loss: 6.1488 2025-08-10 12:08:57,725 - pyskl - INFO - Epoch [122][700/7492] lr: 4.443e-03, eta: 1 day, 10:27:40, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4459, top5_acc: 0.7066, loss_cls: 6.3241, loss: 6.3241 2025-08-10 12:09:55,992 - pyskl - INFO - Epoch [122][800/7492] lr: 4.439e-03, eta: 1 day, 10:26:43, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4378, top5_acc: 0.7000, loss_cls: 6.2665, loss: 6.2665 2025-08-10 12:10:53,986 - pyskl - INFO - Epoch [122][900/7492] lr: 4.435e-03, eta: 1 day, 10:25:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4587, top5_acc: 0.7209, loss_cls: 6.0704, loss: 6.0704 2025-08-10 12:11:50,961 - pyskl - INFO - Epoch [122][1000/7492] lr: 4.432e-03, eta: 1 day, 10:24:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4666, top5_acc: 0.7172, loss_cls: 6.2118, loss: 6.2118 2025-08-10 12:12:47,765 - pyskl - INFO - Epoch [122][1100/7492] lr: 4.428e-03, eta: 1 day, 10:23:51, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4581, top5_acc: 0.7109, loss_cls: 6.1754, loss: 6.1754 2025-08-10 12:13:44,358 - pyskl - INFO - Epoch [122][1200/7492] lr: 4.424e-03, eta: 1 day, 10:22:54, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4594, top5_acc: 0.7137, loss_cls: 6.1074, loss: 6.1074 2025-08-10 12:14:43,247 - pyskl - INFO - Epoch [122][1300/7492] lr: 4.420e-03, eta: 1 day, 10:21:57, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4612, top5_acc: 0.7113, loss_cls: 6.1023, loss: 6.1023 2025-08-10 12:15:41,031 - pyskl - INFO - Epoch [122][1400/7492] lr: 4.416e-03, eta: 1 day, 10:21:00, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4553, top5_acc: 0.7122, loss_cls: 6.1380, loss: 6.1380 2025-08-10 12:16:37,948 - pyskl - INFO - Epoch [122][1500/7492] lr: 4.412e-03, eta: 1 day, 10:20:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4397, top5_acc: 0.7078, loss_cls: 6.2428, loss: 6.2428 2025-08-10 12:17:34,795 - pyskl - INFO - Epoch [122][1600/7492] lr: 4.408e-03, eta: 1 day, 10:19:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4678, top5_acc: 0.7163, loss_cls: 6.0515, loss: 6.0515 2025-08-10 12:18:32,069 - pyskl - INFO - Epoch [122][1700/7492] lr: 4.404e-03, eta: 1 day, 10:18:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4606, top5_acc: 0.7091, loss_cls: 6.1122, loss: 6.1122 2025-08-10 12:19:28,939 - pyskl - INFO - Epoch [122][1800/7492] lr: 4.400e-03, eta: 1 day, 10:17:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4462, top5_acc: 0.7044, loss_cls: 6.2439, loss: 6.2439 2025-08-10 12:20:25,403 - pyskl - INFO - Epoch [122][1900/7492] lr: 4.396e-03, eta: 1 day, 10:16:13, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4609, top5_acc: 0.7103, loss_cls: 6.2242, loss: 6.2242 2025-08-10 12:21:22,676 - pyskl - INFO - Epoch [122][2000/7492] lr: 4.392e-03, eta: 1 day, 10:15:16, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4647, top5_acc: 0.7222, loss_cls: 6.1625, loss: 6.1625 2025-08-10 12:22:19,942 - pyskl - INFO - Epoch [122][2100/7492] lr: 4.388e-03, eta: 1 day, 10:14:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.7066, loss_cls: 6.1572, loss: 6.1572 2025-08-10 12:23:18,156 - pyskl - INFO - Epoch [122][2200/7492] lr: 4.384e-03, eta: 1 day, 10:13:21, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4462, top5_acc: 0.7153, loss_cls: 6.2161, loss: 6.2161 2025-08-10 12:24:16,004 - pyskl - INFO - Epoch [122][2300/7492] lr: 4.380e-03, eta: 1 day, 10:12:24, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4506, top5_acc: 0.7066, loss_cls: 6.2603, loss: 6.2603 2025-08-10 12:25:13,085 - pyskl - INFO - Epoch [122][2400/7492] lr: 4.376e-03, eta: 1 day, 10:11:27, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4456, top5_acc: 0.7084, loss_cls: 6.2571, loss: 6.2571 2025-08-10 12:26:11,072 - pyskl - INFO - Epoch [122][2500/7492] lr: 4.372e-03, eta: 1 day, 10:10:30, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4519, top5_acc: 0.7097, loss_cls: 6.2463, loss: 6.2463 2025-08-10 12:27:09,675 - pyskl - INFO - Epoch [122][2600/7492] lr: 4.368e-03, eta: 1 day, 10:09:33, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4725, top5_acc: 0.7297, loss_cls: 5.9880, loss: 5.9880 2025-08-10 12:28:07,221 - pyskl - INFO - Epoch [122][2700/7492] lr: 4.364e-03, eta: 1 day, 10:08:35, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4691, top5_acc: 0.7106, loss_cls: 6.1702, loss: 6.1702 2025-08-10 12:29:04,126 - pyskl - INFO - Epoch [122][2800/7492] lr: 4.360e-03, eta: 1 day, 10:07:38, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4459, top5_acc: 0.7078, loss_cls: 6.1568, loss: 6.1568 2025-08-10 12:30:00,784 - pyskl - INFO - Epoch [122][2900/7492] lr: 4.356e-03, eta: 1 day, 10:06:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4550, top5_acc: 0.7003, loss_cls: 6.1997, loss: 6.1997 2025-08-10 12:30:58,131 - pyskl - INFO - Epoch [122][3000/7492] lr: 4.352e-03, eta: 1 day, 10:05:43, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4431, top5_acc: 0.7053, loss_cls: 6.2768, loss: 6.2768 2025-08-10 12:31:55,614 - pyskl - INFO - Epoch [122][3100/7492] lr: 4.348e-03, eta: 1 day, 10:04:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4556, top5_acc: 0.7028, loss_cls: 6.1737, loss: 6.1737 2025-08-10 12:32:53,319 - pyskl - INFO - Epoch [122][3200/7492] lr: 4.344e-03, eta: 1 day, 10:03:49, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4437, top5_acc: 0.7044, loss_cls: 6.2972, loss: 6.2972 2025-08-10 12:33:50,680 - pyskl - INFO - Epoch [122][3300/7492] lr: 4.341e-03, eta: 1 day, 10:02:52, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.7053, loss_cls: 6.2366, loss: 6.2366 2025-08-10 12:34:47,844 - pyskl - INFO - Epoch [122][3400/7492] lr: 4.337e-03, eta: 1 day, 10:01:54, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4366, top5_acc: 0.7034, loss_cls: 6.2826, loss: 6.2826 2025-08-10 12:35:45,325 - pyskl - INFO - Epoch [122][3500/7492] lr: 4.333e-03, eta: 1 day, 10:00:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4462, top5_acc: 0.7028, loss_cls: 6.1607, loss: 6.1607 2025-08-10 12:36:43,911 - pyskl - INFO - Epoch [122][3600/7492] lr: 4.329e-03, eta: 1 day, 10:00:00, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4531, top5_acc: 0.7059, loss_cls: 6.1571, loss: 6.1571 2025-08-10 12:37:41,822 - pyskl - INFO - Epoch [122][3700/7492] lr: 4.325e-03, eta: 1 day, 9:59:03, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4425, top5_acc: 0.6919, loss_cls: 6.2982, loss: 6.2982 2025-08-10 12:38:40,428 - pyskl - INFO - Epoch [122][3800/7492] lr: 4.321e-03, eta: 1 day, 9:58:06, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4484, top5_acc: 0.7050, loss_cls: 6.2564, loss: 6.2564 2025-08-10 12:39:37,592 - pyskl - INFO - Epoch [122][3900/7492] lr: 4.317e-03, eta: 1 day, 9:57:09, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4434, top5_acc: 0.7081, loss_cls: 6.2680, loss: 6.2680 2025-08-10 12:40:34,131 - pyskl - INFO - Epoch [122][4000/7492] lr: 4.313e-03, eta: 1 day, 9:56:11, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4656, top5_acc: 0.7153, loss_cls: 6.1476, loss: 6.1476 2025-08-10 12:41:31,212 - pyskl - INFO - Epoch [122][4100/7492] lr: 4.309e-03, eta: 1 day, 9:55:14, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4537, top5_acc: 0.7203, loss_cls: 6.1185, loss: 6.1185 2025-08-10 12:42:28,685 - pyskl - INFO - Epoch [122][4200/7492] lr: 4.305e-03, eta: 1 day, 9:54:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4562, top5_acc: 0.7059, loss_cls: 6.2055, loss: 6.2055 2025-08-10 12:43:25,906 - pyskl - INFO - Epoch [122][4300/7492] lr: 4.301e-03, eta: 1 day, 9:53:19, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4491, top5_acc: 0.7075, loss_cls: 6.1963, loss: 6.1963 2025-08-10 12:44:23,179 - pyskl - INFO - Epoch [122][4400/7492] lr: 4.297e-03, eta: 1 day, 9:52:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4375, top5_acc: 0.7091, loss_cls: 6.2511, loss: 6.2511 2025-08-10 12:45:20,900 - pyskl - INFO - Epoch [122][4500/7492] lr: 4.293e-03, eta: 1 day, 9:51:25, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6937, loss_cls: 6.3915, loss: 6.3915 2025-08-10 12:46:18,464 - pyskl - INFO - Epoch [122][4600/7492] lr: 4.290e-03, eta: 1 day, 9:50:28, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4469, top5_acc: 0.6975, loss_cls: 6.2037, loss: 6.2037 2025-08-10 12:47:15,919 - pyskl - INFO - Epoch [122][4700/7492] lr: 4.286e-03, eta: 1 day, 9:49:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4387, top5_acc: 0.7075, loss_cls: 6.2952, loss: 6.2952 2025-08-10 12:48:13,660 - pyskl - INFO - Epoch [122][4800/7492] lr: 4.282e-03, eta: 1 day, 9:48:33, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4556, top5_acc: 0.6994, loss_cls: 6.2528, loss: 6.2528 2025-08-10 12:49:11,061 - pyskl - INFO - Epoch [122][4900/7492] lr: 4.278e-03, eta: 1 day, 9:47:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4528, top5_acc: 0.7072, loss_cls: 6.2090, loss: 6.2090 2025-08-10 12:50:08,724 - pyskl - INFO - Epoch [122][5000/7492] lr: 4.274e-03, eta: 1 day, 9:46:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4372, top5_acc: 0.6950, loss_cls: 6.3487, loss: 6.3487 2025-08-10 12:51:05,404 - pyskl - INFO - Epoch [122][5100/7492] lr: 4.270e-03, eta: 1 day, 9:45:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4409, top5_acc: 0.6897, loss_cls: 6.3073, loss: 6.3073 2025-08-10 12:52:02,954 - pyskl - INFO - Epoch [122][5200/7492] lr: 4.266e-03, eta: 1 day, 9:44:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4472, top5_acc: 0.7056, loss_cls: 6.2485, loss: 6.2485 2025-08-10 12:53:00,941 - pyskl - INFO - Epoch [122][5300/7492] lr: 4.262e-03, eta: 1 day, 9:43:47, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4456, top5_acc: 0.6991, loss_cls: 6.2528, loss: 6.2528 2025-08-10 12:53:58,456 - pyskl - INFO - Epoch [122][5400/7492] lr: 4.258e-03, eta: 1 day, 9:42:50, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4616, top5_acc: 0.7222, loss_cls: 6.1039, loss: 6.1039 2025-08-10 12:54:56,222 - pyskl - INFO - Epoch [122][5500/7492] lr: 4.254e-03, eta: 1 day, 9:41:53, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4544, top5_acc: 0.7066, loss_cls: 6.2123, loss: 6.2123 2025-08-10 12:55:53,487 - pyskl - INFO - Epoch [122][5600/7492] lr: 4.250e-03, eta: 1 day, 9:40:55, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4409, top5_acc: 0.6997, loss_cls: 6.2763, loss: 6.2763 2025-08-10 12:56:50,041 - pyskl - INFO - Epoch [122][5700/7492] lr: 4.247e-03, eta: 1 day, 9:39:58, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4622, top5_acc: 0.7144, loss_cls: 6.1366, loss: 6.1366 2025-08-10 12:57:48,361 - pyskl - INFO - Epoch [122][5800/7492] lr: 4.243e-03, eta: 1 day, 9:39:01, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4428, top5_acc: 0.7041, loss_cls: 6.2427, loss: 6.2427 2025-08-10 12:58:45,284 - pyskl - INFO - Epoch [122][5900/7492] lr: 4.239e-03, eta: 1 day, 9:38:03, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4534, top5_acc: 0.6959, loss_cls: 6.2454, loss: 6.2454 2025-08-10 12:59:42,692 - pyskl - INFO - Epoch [122][6000/7492] lr: 4.235e-03, eta: 1 day, 9:37:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4416, top5_acc: 0.6881, loss_cls: 6.3650, loss: 6.3650 2025-08-10 13:00:40,050 - pyskl - INFO - Epoch [122][6100/7492] lr: 4.231e-03, eta: 1 day, 9:36:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4603, top5_acc: 0.7134, loss_cls: 6.1800, loss: 6.1800 2025-08-10 13:01:37,139 - pyskl - INFO - Epoch [122][6200/7492] lr: 4.227e-03, eta: 1 day, 9:35:12, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4578, top5_acc: 0.7081, loss_cls: 6.0535, loss: 6.0535 2025-08-10 13:02:35,000 - pyskl - INFO - Epoch [122][6300/7492] lr: 4.223e-03, eta: 1 day, 9:34:14, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4400, top5_acc: 0.7103, loss_cls: 6.2544, loss: 6.2544 2025-08-10 13:03:33,300 - pyskl - INFO - Epoch [122][6400/7492] lr: 4.219e-03, eta: 1 day, 9:33:17, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 6.2370, loss: 6.2370 2025-08-10 13:04:31,783 - pyskl - INFO - Epoch [122][6500/7492] lr: 4.215e-03, eta: 1 day, 9:32:20, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4534, top5_acc: 0.7103, loss_cls: 6.0956, loss: 6.0956 2025-08-10 13:05:29,403 - pyskl - INFO - Epoch [122][6600/7492] lr: 4.212e-03, eta: 1 day, 9:31:23, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4503, top5_acc: 0.6969, loss_cls: 6.2117, loss: 6.2117 2025-08-10 13:06:27,823 - pyskl - INFO - Epoch [122][6700/7492] lr: 4.208e-03, eta: 1 day, 9:30:26, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.7016, loss_cls: 6.3341, loss: 6.3341 2025-08-10 13:07:25,470 - pyskl - INFO - Epoch [122][6800/7492] lr: 4.204e-03, eta: 1 day, 9:29:29, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4597, top5_acc: 0.7106, loss_cls: 6.2468, loss: 6.2468 2025-08-10 13:08:23,736 - pyskl - INFO - Epoch [122][6900/7492] lr: 4.200e-03, eta: 1 day, 9:28:32, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4644, top5_acc: 0.7041, loss_cls: 6.1995, loss: 6.1995 2025-08-10 13:09:21,827 - pyskl - INFO - Epoch [122][7000/7492] lr: 4.196e-03, eta: 1 day, 9:27:35, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4550, top5_acc: 0.7106, loss_cls: 6.1976, loss: 6.1976 2025-08-10 13:10:19,625 - pyskl - INFO - Epoch [122][7100/7492] lr: 4.192e-03, eta: 1 day, 9:26:38, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4494, top5_acc: 0.7166, loss_cls: 6.1783, loss: 6.1783 2025-08-10 13:11:16,422 - pyskl - INFO - Epoch [122][7200/7492] lr: 4.188e-03, eta: 1 day, 9:25:40, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4500, top5_acc: 0.7063, loss_cls: 6.1590, loss: 6.1590 2025-08-10 13:12:13,814 - pyskl - INFO - Epoch [122][7300/7492] lr: 4.184e-03, eta: 1 day, 9:24:43, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4597, top5_acc: 0.7031, loss_cls: 6.1510, loss: 6.1510 2025-08-10 13:13:11,460 - pyskl - INFO - Epoch [122][7400/7492] lr: 4.181e-03, eta: 1 day, 9:23:46, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4366, top5_acc: 0.6887, loss_cls: 6.3346, loss: 6.3346 2025-08-10 13:14:05,550 - pyskl - INFO - Saving checkpoint at 122 epochs 2025-08-10 13:14:53,836 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 13:14:54,497 - pyskl - INFO - top1_acc 0.4036 top5_acc 0.6581 2025-08-10 13:14:54,497 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 13:14:54,538 - pyskl - INFO - mean_acc 0.4034 2025-08-10 13:14:54,600 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_120.pth was removed 2025-08-10 13:14:56,313 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_122.pth. 2025-08-10 13:14:56,315 - pyskl - INFO - Best top1_acc is 0.4036 at 122 epoch. 2025-08-10 13:14:56,332 - pyskl - INFO - Epoch(val) [122][617] top1_acc: 0.4036, top5_acc: 0.6581, mean_class_accuracy: 0.4034 2025-08-10 13:16:27,545 - pyskl - INFO - Epoch [123][100/7492] lr: 4.173e-03, eta: 1 day, 9:21:51, time: 0.912, data_time: 0.329, memory: 11068, top1_acc: 0.4813, top5_acc: 0.7356, loss_cls: 5.9702, loss: 5.9702 2025-08-10 13:17:25,546 - pyskl - INFO - Epoch [123][200/7492] lr: 4.169e-03, eta: 1 day, 9:20:54, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4637, top5_acc: 0.7144, loss_cls: 6.2135, loss: 6.2135 2025-08-10 13:18:23,548 - pyskl - INFO - Epoch [123][300/7492] lr: 4.165e-03, eta: 1 day, 9:19:57, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4609, top5_acc: 0.7134, loss_cls: 6.1603, loss: 6.1603 2025-08-10 13:19:21,690 - pyskl - INFO - Epoch [123][400/7492] lr: 4.162e-03, eta: 1 day, 9:19:00, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4697, top5_acc: 0.7294, loss_cls: 6.1218, loss: 6.1218 2025-08-10 13:20:19,668 - pyskl - INFO - Epoch [123][500/7492] lr: 4.158e-03, eta: 1 day, 9:18:03, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4625, top5_acc: 0.7056, loss_cls: 6.1689, loss: 6.1689 2025-08-10 13:21:17,076 - pyskl - INFO - Epoch [123][600/7492] lr: 4.154e-03, eta: 1 day, 9:17:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4637, top5_acc: 0.7137, loss_cls: 6.1341, loss: 6.1341 2025-08-10 13:22:14,779 - pyskl - INFO - Epoch [123][700/7492] lr: 4.150e-03, eta: 1 day, 9:16:09, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4584, top5_acc: 0.7166, loss_cls: 6.1986, loss: 6.1986 2025-08-10 13:23:11,777 - pyskl - INFO - Epoch [123][800/7492] lr: 4.146e-03, eta: 1 day, 9:15:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4581, top5_acc: 0.7122, loss_cls: 6.1716, loss: 6.1716 2025-08-10 13:24:09,132 - pyskl - INFO - Epoch [123][900/7492] lr: 4.142e-03, eta: 1 day, 9:14:14, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4666, top5_acc: 0.7203, loss_cls: 6.1710, loss: 6.1710 2025-08-10 13:25:06,342 - pyskl - INFO - Epoch [123][1000/7492] lr: 4.138e-03, eta: 1 day, 9:13:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4750, top5_acc: 0.7225, loss_cls: 6.0126, loss: 6.0126 2025-08-10 13:26:03,833 - pyskl - INFO - Epoch [123][1100/7492] lr: 4.135e-03, eta: 1 day, 9:12:19, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4616, top5_acc: 0.7253, loss_cls: 6.1917, loss: 6.1917 2025-08-10 13:27:01,191 - pyskl - INFO - Epoch [123][1200/7492] lr: 4.131e-03, eta: 1 day, 9:11:22, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4478, top5_acc: 0.7087, loss_cls: 6.1785, loss: 6.1785 2025-08-10 13:27:58,768 - pyskl - INFO - Epoch [123][1300/7492] lr: 4.127e-03, eta: 1 day, 9:10:25, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4619, top5_acc: 0.7194, loss_cls: 6.1367, loss: 6.1367 2025-08-10 13:28:56,062 - pyskl - INFO - Epoch [123][1400/7492] lr: 4.123e-03, eta: 1 day, 9:09:28, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4494, top5_acc: 0.7050, loss_cls: 6.1946, loss: 6.1946 2025-08-10 13:29:53,700 - pyskl - INFO - Epoch [123][1500/7492] lr: 4.119e-03, eta: 1 day, 9:08:30, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4562, top5_acc: 0.7028, loss_cls: 6.2443, loss: 6.2443 2025-08-10 13:30:51,045 - pyskl - INFO - Epoch [123][1600/7492] lr: 4.115e-03, eta: 1 day, 9:07:33, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4569, top5_acc: 0.7234, loss_cls: 6.0743, loss: 6.0743 2025-08-10 13:31:48,650 - pyskl - INFO - Epoch [123][1700/7492] lr: 4.111e-03, eta: 1 day, 9:06:36, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4425, top5_acc: 0.7069, loss_cls: 6.2859, loss: 6.2859 2025-08-10 13:32:45,908 - pyskl - INFO - Epoch [123][1800/7492] lr: 4.108e-03, eta: 1 day, 9:05:39, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4509, top5_acc: 0.7119, loss_cls: 6.2281, loss: 6.2281 2025-08-10 13:33:42,577 - pyskl - INFO - Epoch [123][1900/7492] lr: 4.104e-03, eta: 1 day, 9:04:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4519, top5_acc: 0.7122, loss_cls: 6.1354, loss: 6.1354 2025-08-10 13:34:39,430 - pyskl - INFO - Epoch [123][2000/7492] lr: 4.100e-03, eta: 1 day, 9:03:44, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.7253, loss_cls: 6.1392, loss: 6.1392 2025-08-10 13:35:36,947 - pyskl - INFO - Epoch [123][2100/7492] lr: 4.096e-03, eta: 1 day, 9:02:47, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4528, top5_acc: 0.7156, loss_cls: 6.1753, loss: 6.1753 2025-08-10 13:36:34,638 - pyskl - INFO - Epoch [123][2200/7492] lr: 4.092e-03, eta: 1 day, 9:01:49, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4628, top5_acc: 0.7109, loss_cls: 6.1632, loss: 6.1632 2025-08-10 13:37:31,170 - pyskl - INFO - Epoch [123][2300/7492] lr: 4.088e-03, eta: 1 day, 9:00:52, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4616, top5_acc: 0.6966, loss_cls: 6.1497, loss: 6.1497 2025-08-10 13:38:27,927 - pyskl - INFO - Epoch [123][2400/7492] lr: 4.085e-03, eta: 1 day, 8:59:55, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4666, top5_acc: 0.7331, loss_cls: 6.0435, loss: 6.0435 2025-08-10 13:39:25,309 - pyskl - INFO - Epoch [123][2500/7492] lr: 4.081e-03, eta: 1 day, 8:58:57, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4556, top5_acc: 0.7066, loss_cls: 6.2123, loss: 6.2123 2025-08-10 13:40:23,184 - pyskl - INFO - Epoch [123][2600/7492] lr: 4.077e-03, eta: 1 day, 8:58:00, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4522, top5_acc: 0.7072, loss_cls: 6.1606, loss: 6.1606 2025-08-10 13:41:21,580 - pyskl - INFO - Epoch [123][2700/7492] lr: 4.073e-03, eta: 1 day, 8:57:03, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4469, top5_acc: 0.7150, loss_cls: 6.1338, loss: 6.1338 2025-08-10 13:42:18,460 - pyskl - INFO - Epoch [123][2800/7492] lr: 4.069e-03, eta: 1 day, 8:56:06, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4653, top5_acc: 0.7194, loss_cls: 6.1758, loss: 6.1758 2025-08-10 13:43:15,042 - pyskl - INFO - Epoch [123][2900/7492] lr: 4.066e-03, eta: 1 day, 8:55:08, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4612, top5_acc: 0.7206, loss_cls: 6.1606, loss: 6.1606 2025-08-10 13:44:12,534 - pyskl - INFO - Epoch [123][3000/7492] lr: 4.062e-03, eta: 1 day, 8:54:11, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4437, top5_acc: 0.7081, loss_cls: 6.1275, loss: 6.1275 2025-08-10 13:45:09,826 - pyskl - INFO - Epoch [123][3100/7492] lr: 4.058e-03, eta: 1 day, 8:53:14, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4681, top5_acc: 0.7172, loss_cls: 6.1549, loss: 6.1549 2025-08-10 13:46:07,292 - pyskl - INFO - Epoch [123][3200/7492] lr: 4.054e-03, eta: 1 day, 8:52:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4562, top5_acc: 0.7066, loss_cls: 6.1652, loss: 6.1652 2025-08-10 13:47:04,689 - pyskl - INFO - Epoch [123][3300/7492] lr: 4.050e-03, eta: 1 day, 8:51:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4591, top5_acc: 0.7100, loss_cls: 6.1226, loss: 6.1226 2025-08-10 13:48:02,277 - pyskl - INFO - Epoch [123][3400/7492] lr: 4.046e-03, eta: 1 day, 8:50:22, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4672, top5_acc: 0.7184, loss_cls: 6.0933, loss: 6.0933 2025-08-10 13:48:59,952 - pyskl - INFO - Epoch [123][3500/7492] lr: 4.043e-03, eta: 1 day, 8:49:25, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4481, top5_acc: 0.7072, loss_cls: 6.1573, loss: 6.1573 2025-08-10 13:49:57,085 - pyskl - INFO - Epoch [123][3600/7492] lr: 4.039e-03, eta: 1 day, 8:48:28, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4566, top5_acc: 0.7144, loss_cls: 6.2221, loss: 6.2221 2025-08-10 13:50:54,587 - pyskl - INFO - Epoch [123][3700/7492] lr: 4.035e-03, eta: 1 day, 8:47:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4437, top5_acc: 0.7047, loss_cls: 6.2384, loss: 6.2384 2025-08-10 13:51:52,753 - pyskl - INFO - Epoch [123][3800/7492] lr: 4.031e-03, eta: 1 day, 8:46:33, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4350, top5_acc: 0.6997, loss_cls: 6.3162, loss: 6.3162 2025-08-10 13:52:51,159 - pyskl - INFO - Epoch [123][3900/7492] lr: 4.027e-03, eta: 1 day, 8:45:36, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4572, top5_acc: 0.7209, loss_cls: 6.1197, loss: 6.1197 2025-08-10 13:53:48,243 - pyskl - INFO - Epoch [123][4000/7492] lr: 4.024e-03, eta: 1 day, 8:44:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4587, top5_acc: 0.7081, loss_cls: 6.1356, loss: 6.1356 2025-08-10 13:54:45,551 - pyskl - INFO - Epoch [123][4100/7492] lr: 4.020e-03, eta: 1 day, 8:43:42, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4709, top5_acc: 0.7256, loss_cls: 6.0732, loss: 6.0732 2025-08-10 13:55:43,697 - pyskl - INFO - Epoch [123][4200/7492] lr: 4.016e-03, eta: 1 day, 8:42:44, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4406, top5_acc: 0.7091, loss_cls: 6.2227, loss: 6.2227 2025-08-10 13:56:41,178 - pyskl - INFO - Epoch [123][4300/7492] lr: 4.012e-03, eta: 1 day, 8:41:47, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4722, top5_acc: 0.7144, loss_cls: 6.0721, loss: 6.0721 2025-08-10 13:57:38,473 - pyskl - INFO - Epoch [123][4400/7492] lr: 4.008e-03, eta: 1 day, 8:40:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4338, top5_acc: 0.6934, loss_cls: 6.2656, loss: 6.2656 2025-08-10 13:58:36,385 - pyskl - INFO - Epoch [123][4500/7492] lr: 4.005e-03, eta: 1 day, 8:39:53, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4578, top5_acc: 0.7184, loss_cls: 6.1220, loss: 6.1220 2025-08-10 13:59:34,026 - pyskl - INFO - Epoch [123][4600/7492] lr: 4.001e-03, eta: 1 day, 8:38:56, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4456, top5_acc: 0.7141, loss_cls: 6.1630, loss: 6.1630 2025-08-10 14:00:31,980 - pyskl - INFO - Epoch [123][4700/7492] lr: 3.997e-03, eta: 1 day, 8:37:58, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4431, top5_acc: 0.6963, loss_cls: 6.2860, loss: 6.2860 2025-08-10 14:01:29,306 - pyskl - INFO - Epoch [123][4800/7492] lr: 3.993e-03, eta: 1 day, 8:37:01, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4572, top5_acc: 0.7028, loss_cls: 6.0760, loss: 6.0760 2025-08-10 14:02:26,940 - pyskl - INFO - Epoch [123][4900/7492] lr: 3.989e-03, eta: 1 day, 8:36:04, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4728, top5_acc: 0.7078, loss_cls: 6.0737, loss: 6.0737 2025-08-10 14:03:24,476 - pyskl - INFO - Epoch [123][5000/7492] lr: 3.986e-03, eta: 1 day, 8:35:07, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4478, top5_acc: 0.6987, loss_cls: 6.2542, loss: 6.2542 2025-08-10 14:04:21,123 - pyskl - INFO - Epoch [123][5100/7492] lr: 3.982e-03, eta: 1 day, 8:34:09, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4597, top5_acc: 0.7069, loss_cls: 6.1605, loss: 6.1605 2025-08-10 14:05:18,069 - pyskl - INFO - Epoch [123][5200/7492] lr: 3.978e-03, eta: 1 day, 8:33:12, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4672, top5_acc: 0.7212, loss_cls: 6.1125, loss: 6.1125 2025-08-10 14:06:15,669 - pyskl - INFO - Epoch [123][5300/7492] lr: 3.974e-03, eta: 1 day, 8:32:15, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4528, top5_acc: 0.7034, loss_cls: 6.2102, loss: 6.2102 2025-08-10 14:07:13,513 - pyskl - INFO - Epoch [123][5400/7492] lr: 3.971e-03, eta: 1 day, 8:31:18, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4637, top5_acc: 0.7081, loss_cls: 6.1994, loss: 6.1994 2025-08-10 14:08:10,463 - pyskl - INFO - Epoch [123][5500/7492] lr: 3.967e-03, eta: 1 day, 8:30:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4419, top5_acc: 0.7091, loss_cls: 6.2055, loss: 6.2055 2025-08-10 14:09:07,762 - pyskl - INFO - Epoch [123][5600/7492] lr: 3.963e-03, eta: 1 day, 8:29:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4659, top5_acc: 0.7212, loss_cls: 6.1100, loss: 6.1100 2025-08-10 14:10:04,796 - pyskl - INFO - Epoch [123][5700/7492] lr: 3.959e-03, eta: 1 day, 8:28:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4634, top5_acc: 0.7153, loss_cls: 6.2451, loss: 6.2451 2025-08-10 14:11:02,713 - pyskl - INFO - Epoch [123][5800/7492] lr: 3.955e-03, eta: 1 day, 8:27:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4553, top5_acc: 0.7066, loss_cls: 6.2041, loss: 6.2041 2025-08-10 14:12:00,463 - pyskl - INFO - Epoch [123][5900/7492] lr: 3.952e-03, eta: 1 day, 8:26:31, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4544, top5_acc: 0.7159, loss_cls: 6.1950, loss: 6.1950 2025-08-10 14:12:57,353 - pyskl - INFO - Epoch [123][6000/7492] lr: 3.948e-03, eta: 1 day, 8:25:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4494, top5_acc: 0.7125, loss_cls: 6.1711, loss: 6.1711 2025-08-10 14:13:54,359 - pyskl - INFO - Epoch [123][6100/7492] lr: 3.944e-03, eta: 1 day, 8:24:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4559, top5_acc: 0.7209, loss_cls: 6.1181, loss: 6.1181 2025-08-10 14:14:52,019 - pyskl - INFO - Epoch [123][6200/7492] lr: 3.940e-03, eta: 1 day, 8:23:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4625, top5_acc: 0.6997, loss_cls: 6.1966, loss: 6.1966 2025-08-10 14:15:48,759 - pyskl - INFO - Epoch [123][6300/7492] lr: 3.937e-03, eta: 1 day, 8:22:42, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4653, top5_acc: 0.7141, loss_cls: 6.1433, loss: 6.1433 2025-08-10 14:16:46,453 - pyskl - INFO - Epoch [123][6400/7492] lr: 3.933e-03, eta: 1 day, 8:21:45, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4525, top5_acc: 0.7075, loss_cls: 6.2553, loss: 6.2553 2025-08-10 14:17:44,061 - pyskl - INFO - Epoch [123][6500/7492] lr: 3.929e-03, eta: 1 day, 8:20:48, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4478, top5_acc: 0.6956, loss_cls: 6.2434, loss: 6.2434 2025-08-10 14:18:41,573 - pyskl - INFO - Epoch [123][6600/7492] lr: 3.925e-03, eta: 1 day, 8:19:50, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4600, top5_acc: 0.7216, loss_cls: 6.1120, loss: 6.1120 2025-08-10 14:19:39,989 - pyskl - INFO - Epoch [123][6700/7492] lr: 3.922e-03, eta: 1 day, 8:18:53, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4250, top5_acc: 0.6878, loss_cls: 6.3440, loss: 6.3440 2025-08-10 14:20:38,197 - pyskl - INFO - Epoch [123][6800/7492] lr: 3.918e-03, eta: 1 day, 8:17:56, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4503, top5_acc: 0.7050, loss_cls: 6.2464, loss: 6.2464 2025-08-10 14:21:36,117 - pyskl - INFO - Epoch [123][6900/7492] lr: 3.914e-03, eta: 1 day, 8:16:59, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4653, top5_acc: 0.7231, loss_cls: 6.1056, loss: 6.1056 2025-08-10 14:22:34,248 - pyskl - INFO - Epoch [123][7000/7492] lr: 3.910e-03, eta: 1 day, 8:16:02, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4537, top5_acc: 0.7094, loss_cls: 6.1882, loss: 6.1882 2025-08-10 14:23:32,263 - pyskl - INFO - Epoch [123][7100/7492] lr: 3.907e-03, eta: 1 day, 8:15:05, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4484, top5_acc: 0.6991, loss_cls: 6.2120, loss: 6.2120 2025-08-10 14:24:29,547 - pyskl - INFO - Epoch [123][7200/7492] lr: 3.903e-03, eta: 1 day, 8:14:07, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4522, top5_acc: 0.7134, loss_cls: 6.1641, loss: 6.1641 2025-08-10 14:25:26,240 - pyskl - INFO - Epoch [123][7300/7492] lr: 3.899e-03, eta: 1 day, 8:13:10, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4653, top5_acc: 0.7125, loss_cls: 6.1484, loss: 6.1484 2025-08-10 14:26:23,269 - pyskl - INFO - Epoch [123][7400/7492] lr: 3.895e-03, eta: 1 day, 8:12:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4644, top5_acc: 0.7091, loss_cls: 6.1205, loss: 6.1205 2025-08-10 14:27:16,876 - pyskl - INFO - Saving checkpoint at 123 epochs 2025-08-10 14:28:06,350 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 14:28:07,006 - pyskl - INFO - top1_acc 0.4003 top5_acc 0.6529 2025-08-10 14:28:07,007 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 14:28:07,049 - pyskl - INFO - mean_acc 0.4000 2025-08-10 14:28:07,062 - pyskl - INFO - Epoch(val) [123][617] top1_acc: 0.4003, top5_acc: 0.6529, mean_class_accuracy: 0.4000 2025-08-10 14:29:37,740 - pyskl - INFO - Epoch [124][100/7492] lr: 3.888e-03, eta: 1 day, 8:10:19, time: 0.907, data_time: 0.329, memory: 11068, top1_acc: 0.4847, top5_acc: 0.7403, loss_cls: 5.9716, loss: 5.9716 2025-08-10 14:30:35,328 - pyskl - INFO - Epoch [124][200/7492] lr: 3.884e-03, eta: 1 day, 8:09:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4603, top5_acc: 0.7269, loss_cls: 6.0737, loss: 6.0737 2025-08-10 14:31:32,186 - pyskl - INFO - Epoch [124][300/7492] lr: 3.881e-03, eta: 1 day, 8:08:24, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4806, top5_acc: 0.7375, loss_cls: 5.9673, loss: 5.9673 2025-08-10 14:32:29,538 - pyskl - INFO - Epoch [124][400/7492] lr: 3.877e-03, eta: 1 day, 8:07:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4631, top5_acc: 0.7356, loss_cls: 6.0159, loss: 6.0159 2025-08-10 14:33:27,458 - pyskl - INFO - Epoch [124][500/7492] lr: 3.873e-03, eta: 1 day, 8:06:29, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7347, loss_cls: 5.9713, loss: 5.9713 2025-08-10 14:34:25,214 - pyskl - INFO - Epoch [124][600/7492] lr: 3.869e-03, eta: 1 day, 8:05:32, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4709, top5_acc: 0.7209, loss_cls: 6.0595, loss: 6.0595 2025-08-10 14:35:22,828 - pyskl - INFO - Epoch [124][700/7492] lr: 3.866e-03, eta: 1 day, 8:04:35, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4738, top5_acc: 0.7303, loss_cls: 5.9691, loss: 5.9691 2025-08-10 14:36:20,002 - pyskl - INFO - Epoch [124][800/7492] lr: 3.862e-03, eta: 1 day, 8:03:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4641, top5_acc: 0.7247, loss_cls: 6.1477, loss: 6.1477 2025-08-10 14:37:17,718 - pyskl - INFO - Epoch [124][900/7492] lr: 3.858e-03, eta: 1 day, 8:02:41, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4725, top5_acc: 0.7272, loss_cls: 6.0113, loss: 6.0113 2025-08-10 14:38:15,411 - pyskl - INFO - Epoch [124][1000/7492] lr: 3.854e-03, eta: 1 day, 8:01:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4706, top5_acc: 0.7159, loss_cls: 6.0987, loss: 6.0987 2025-08-10 14:39:13,092 - pyskl - INFO - Epoch [124][1100/7492] lr: 3.851e-03, eta: 1 day, 8:00:46, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4616, top5_acc: 0.7219, loss_cls: 6.0919, loss: 6.0919 2025-08-10 14:40:10,267 - pyskl - INFO - Epoch [124][1200/7492] lr: 3.847e-03, eta: 1 day, 7:59:49, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4581, top5_acc: 0.7141, loss_cls: 6.0610, loss: 6.0610 2025-08-10 14:41:06,655 - pyskl - INFO - Epoch [124][1300/7492] lr: 3.843e-03, eta: 1 day, 7:58:51, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4556, top5_acc: 0.7063, loss_cls: 6.1915, loss: 6.1915 2025-08-10 14:42:03,951 - pyskl - INFO - Epoch [124][1400/7492] lr: 3.840e-03, eta: 1 day, 7:57:54, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4691, top5_acc: 0.7119, loss_cls: 6.1160, loss: 6.1160 2025-08-10 14:43:00,508 - pyskl - INFO - Epoch [124][1500/7492] lr: 3.836e-03, eta: 1 day, 7:56:57, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 6.0049, loss: 6.0049 2025-08-10 14:43:57,896 - pyskl - INFO - Epoch [124][1600/7492] lr: 3.832e-03, eta: 1 day, 7:55:59, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4637, top5_acc: 0.7266, loss_cls: 6.0011, loss: 6.0011 2025-08-10 14:44:55,296 - pyskl - INFO - Epoch [124][1700/7492] lr: 3.828e-03, eta: 1 day, 7:55:02, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4606, top5_acc: 0.7119, loss_cls: 6.1529, loss: 6.1529 2025-08-10 14:45:52,485 - pyskl - INFO - Epoch [124][1800/7492] lr: 3.825e-03, eta: 1 day, 7:54:05, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4559, top5_acc: 0.7144, loss_cls: 6.1651, loss: 6.1651 2025-08-10 14:46:49,876 - pyskl - INFO - Epoch [124][1900/7492] lr: 3.821e-03, eta: 1 day, 7:53:08, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4841, top5_acc: 0.7253, loss_cls: 6.0412, loss: 6.0412 2025-08-10 14:47:46,974 - pyskl - INFO - Epoch [124][2000/7492] lr: 3.817e-03, eta: 1 day, 7:52:10, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4603, top5_acc: 0.7103, loss_cls: 6.1197, loss: 6.1197 2025-08-10 14:48:43,758 - pyskl - INFO - Epoch [124][2100/7492] lr: 3.814e-03, eta: 1 day, 7:51:13, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4619, top5_acc: 0.7275, loss_cls: 6.1032, loss: 6.1032 2025-08-10 14:49:40,408 - pyskl - INFO - Epoch [124][2200/7492] lr: 3.810e-03, eta: 1 day, 7:50:15, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4759, top5_acc: 0.7175, loss_cls: 6.0902, loss: 6.0902 2025-08-10 14:50:37,296 - pyskl - INFO - Epoch [124][2300/7492] lr: 3.806e-03, eta: 1 day, 7:49:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4641, top5_acc: 0.7178, loss_cls: 5.9437, loss: 5.9437 2025-08-10 14:51:34,566 - pyskl - INFO - Epoch [124][2400/7492] lr: 3.802e-03, eta: 1 day, 7:48:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4612, top5_acc: 0.7178, loss_cls: 6.1791, loss: 6.1791 2025-08-10 14:52:31,064 - pyskl - INFO - Epoch [124][2500/7492] lr: 3.799e-03, eta: 1 day, 7:47:23, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4738, top5_acc: 0.7175, loss_cls: 6.1230, loss: 6.1230 2025-08-10 14:53:27,737 - pyskl - INFO - Epoch [124][2600/7492] lr: 3.795e-03, eta: 1 day, 7:46:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4647, top5_acc: 0.7116, loss_cls: 6.1665, loss: 6.1665 2025-08-10 14:54:24,527 - pyskl - INFO - Epoch [124][2700/7492] lr: 3.791e-03, eta: 1 day, 7:45:29, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4778, top5_acc: 0.7247, loss_cls: 5.9579, loss: 5.9579 2025-08-10 14:55:21,303 - pyskl - INFO - Epoch [124][2800/7492] lr: 3.788e-03, eta: 1 day, 7:44:31, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4666, top5_acc: 0.7222, loss_cls: 6.1028, loss: 6.1028 2025-08-10 14:56:19,253 - pyskl - INFO - Epoch [124][2900/7492] lr: 3.784e-03, eta: 1 day, 7:43:34, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4559, top5_acc: 0.7128, loss_cls: 6.1608, loss: 6.1608 2025-08-10 14:57:15,686 - pyskl - INFO - Epoch [124][3000/7492] lr: 3.780e-03, eta: 1 day, 7:42:37, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4719, top5_acc: 0.7209, loss_cls: 6.0927, loss: 6.0927 2025-08-10 14:58:13,595 - pyskl - INFO - Epoch [124][3100/7492] lr: 3.777e-03, eta: 1 day, 7:41:39, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4559, top5_acc: 0.7153, loss_cls: 6.1205, loss: 6.1205 2025-08-10 14:59:10,248 - pyskl - INFO - Epoch [124][3200/7492] lr: 3.773e-03, eta: 1 day, 7:40:42, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4559, top5_acc: 0.7053, loss_cls: 6.1205, loss: 6.1205 2025-08-10 15:00:07,100 - pyskl - INFO - Epoch [124][3300/7492] lr: 3.769e-03, eta: 1 day, 7:39:45, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4562, top5_acc: 0.7075, loss_cls: 6.1262, loss: 6.1262 2025-08-10 15:01:04,349 - pyskl - INFO - Epoch [124][3400/7492] lr: 3.765e-03, eta: 1 day, 7:38:47, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4581, top5_acc: 0.7209, loss_cls: 6.0847, loss: 6.0847 2025-08-10 15:02:01,693 - pyskl - INFO - Epoch [124][3500/7492] lr: 3.762e-03, eta: 1 day, 7:37:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4534, top5_acc: 0.7125, loss_cls: 6.1524, loss: 6.1524 2025-08-10 15:02:59,016 - pyskl - INFO - Epoch [124][3600/7492] lr: 3.758e-03, eta: 1 day, 7:36:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4597, top5_acc: 0.7150, loss_cls: 6.1576, loss: 6.1576 2025-08-10 15:03:56,896 - pyskl - INFO - Epoch [124][3700/7492] lr: 3.754e-03, eta: 1 day, 7:35:56, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4584, top5_acc: 0.7172, loss_cls: 6.1009, loss: 6.1009 2025-08-10 15:04:54,994 - pyskl - INFO - Epoch [124][3800/7492] lr: 3.751e-03, eta: 1 day, 7:34:59, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4516, top5_acc: 0.7109, loss_cls: 6.1540, loss: 6.1540 2025-08-10 15:05:52,817 - pyskl - INFO - Epoch [124][3900/7492] lr: 3.747e-03, eta: 1 day, 7:34:01, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4562, top5_acc: 0.7134, loss_cls: 6.1526, loss: 6.1526 2025-08-10 15:06:50,182 - pyskl - INFO - Epoch [124][4000/7492] lr: 3.743e-03, eta: 1 day, 7:33:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4519, top5_acc: 0.7113, loss_cls: 6.2314, loss: 6.2314 2025-08-10 15:07:47,342 - pyskl - INFO - Epoch [124][4100/7492] lr: 3.740e-03, eta: 1 day, 7:32:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4662, top5_acc: 0.7266, loss_cls: 6.1532, loss: 6.1532 2025-08-10 15:08:43,956 - pyskl - INFO - Epoch [124][4200/7492] lr: 3.736e-03, eta: 1 day, 7:31:09, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4612, top5_acc: 0.7197, loss_cls: 6.1119, loss: 6.1119 2025-08-10 15:09:40,523 - pyskl - INFO - Epoch [124][4300/7492] lr: 3.732e-03, eta: 1 day, 7:30:12, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4641, top5_acc: 0.7184, loss_cls: 6.0797, loss: 6.0797 2025-08-10 15:10:38,597 - pyskl - INFO - Epoch [124][4400/7492] lr: 3.729e-03, eta: 1 day, 7:29:15, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4594, top5_acc: 0.6963, loss_cls: 6.1296, loss: 6.1296 2025-08-10 15:11:35,918 - pyskl - INFO - Epoch [124][4500/7492] lr: 3.725e-03, eta: 1 day, 7:28:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4469, top5_acc: 0.7128, loss_cls: 6.2809, loss: 6.2809 2025-08-10 15:12:33,442 - pyskl - INFO - Epoch [124][4600/7492] lr: 3.721e-03, eta: 1 day, 7:27:20, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4609, top5_acc: 0.7153, loss_cls: 6.0981, loss: 6.0981 2025-08-10 15:13:30,784 - pyskl - INFO - Epoch [124][4700/7492] lr: 3.718e-03, eta: 1 day, 7:26:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4644, top5_acc: 0.7122, loss_cls: 6.1658, loss: 6.1658 2025-08-10 15:14:27,593 - pyskl - INFO - Epoch [124][4800/7492] lr: 3.714e-03, eta: 1 day, 7:25:26, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4622, top5_acc: 0.7087, loss_cls: 6.0789, loss: 6.0789 2025-08-10 15:15:24,548 - pyskl - INFO - Epoch [124][4900/7492] lr: 3.710e-03, eta: 1 day, 7:24:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4600, top5_acc: 0.7100, loss_cls: 6.1466, loss: 6.1466 2025-08-10 15:16:22,240 - pyskl - INFO - Epoch [124][5000/7492] lr: 3.707e-03, eta: 1 day, 7:23:31, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4491, top5_acc: 0.7084, loss_cls: 6.0935, loss: 6.0935 2025-08-10 15:17:19,108 - pyskl - INFO - Epoch [124][5100/7492] lr: 3.703e-03, eta: 1 day, 7:22:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4403, top5_acc: 0.6987, loss_cls: 6.2695, loss: 6.2695 2025-08-10 15:18:15,961 - pyskl - INFO - Epoch [124][5200/7492] lr: 3.699e-03, eta: 1 day, 7:21:36, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4650, top5_acc: 0.7163, loss_cls: 6.1361, loss: 6.1361 2025-08-10 15:19:13,671 - pyskl - INFO - Epoch [124][5300/7492] lr: 3.696e-03, eta: 1 day, 7:20:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4591, top5_acc: 0.7100, loss_cls: 6.1932, loss: 6.1932 2025-08-10 15:20:10,676 - pyskl - INFO - Epoch [124][5400/7492] lr: 3.692e-03, eta: 1 day, 7:19:42, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4547, top5_acc: 0.7137, loss_cls: 6.1700, loss: 6.1700 2025-08-10 15:21:07,938 - pyskl - INFO - Epoch [124][5500/7492] lr: 3.688e-03, eta: 1 day, 7:18:44, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4572, top5_acc: 0.7206, loss_cls: 6.0565, loss: 6.0565 2025-08-10 15:22:05,562 - pyskl - INFO - Epoch [124][5600/7492] lr: 3.685e-03, eta: 1 day, 7:17:47, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 6.1482, loss: 6.1482 2025-08-10 15:23:02,912 - pyskl - INFO - Epoch [124][5700/7492] lr: 3.681e-03, eta: 1 day, 7:16:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4669, top5_acc: 0.7163, loss_cls: 6.0477, loss: 6.0477 2025-08-10 15:24:00,314 - pyskl - INFO - Epoch [124][5800/7492] lr: 3.677e-03, eta: 1 day, 7:15:53, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4713, top5_acc: 0.7278, loss_cls: 6.1304, loss: 6.1304 2025-08-10 15:24:57,893 - pyskl - INFO - Epoch [124][5900/7492] lr: 3.674e-03, eta: 1 day, 7:14:56, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4581, top5_acc: 0.7253, loss_cls: 6.1013, loss: 6.1013 2025-08-10 15:25:55,539 - pyskl - INFO - Epoch [124][6000/7492] lr: 3.670e-03, eta: 1 day, 7:13:58, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4678, top5_acc: 0.7159, loss_cls: 6.1302, loss: 6.1302 2025-08-10 15:26:53,234 - pyskl - INFO - Epoch [124][6100/7492] lr: 3.666e-03, eta: 1 day, 7:13:01, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4547, top5_acc: 0.7241, loss_cls: 6.1218, loss: 6.1218 2025-08-10 15:27:50,007 - pyskl - INFO - Epoch [124][6200/7492] lr: 3.663e-03, eta: 1 day, 7:12:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4531, top5_acc: 0.7003, loss_cls: 6.2261, loss: 6.2261 2025-08-10 15:28:47,811 - pyskl - INFO - Epoch [124][6300/7492] lr: 3.659e-03, eta: 1 day, 7:11:07, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4581, top5_acc: 0.7172, loss_cls: 6.1762, loss: 6.1762 2025-08-10 15:29:45,239 - pyskl - INFO - Epoch [124][6400/7492] lr: 3.656e-03, eta: 1 day, 7:10:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4591, top5_acc: 0.7216, loss_cls: 6.0788, loss: 6.0788 2025-08-10 15:30:42,677 - pyskl - INFO - Epoch [124][6500/7492] lr: 3.652e-03, eta: 1 day, 7:09:12, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4672, top5_acc: 0.7169, loss_cls: 6.0458, loss: 6.0458 2025-08-10 15:31:40,815 - pyskl - INFO - Epoch [124][6600/7492] lr: 3.648e-03, eta: 1 day, 7:08:15, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4609, top5_acc: 0.7100, loss_cls: 6.1743, loss: 6.1743 2025-08-10 15:32:39,069 - pyskl - INFO - Epoch [124][6700/7492] lr: 3.645e-03, eta: 1 day, 7:07:18, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4562, top5_acc: 0.7025, loss_cls: 6.1705, loss: 6.1705 2025-08-10 15:33:36,877 - pyskl - INFO - Epoch [124][6800/7492] lr: 3.641e-03, eta: 1 day, 7:06:21, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4534, top5_acc: 0.7003, loss_cls: 6.1672, loss: 6.1672 2025-08-10 15:34:34,155 - pyskl - INFO - Epoch [124][6900/7492] lr: 3.637e-03, eta: 1 day, 7:05:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4422, top5_acc: 0.6978, loss_cls: 6.2750, loss: 6.2750 2025-08-10 15:35:30,874 - pyskl - INFO - Epoch [124][7000/7492] lr: 3.634e-03, eta: 1 day, 7:04:26, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4487, top5_acc: 0.7228, loss_cls: 6.1112, loss: 6.1112 2025-08-10 15:36:27,586 - pyskl - INFO - Epoch [124][7100/7492] lr: 3.630e-03, eta: 1 day, 7:03:29, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7166, loss_cls: 6.1048, loss: 6.1048 2025-08-10 15:37:24,897 - pyskl - INFO - Epoch [124][7200/7492] lr: 3.627e-03, eta: 1 day, 7:02:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4478, top5_acc: 0.7009, loss_cls: 6.2952, loss: 6.2952 2025-08-10 15:38:21,787 - pyskl - INFO - Epoch [124][7300/7492] lr: 3.623e-03, eta: 1 day, 7:01:34, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4694, top5_acc: 0.7247, loss_cls: 6.0653, loss: 6.0653 2025-08-10 15:39:19,205 - pyskl - INFO - Epoch [124][7400/7492] lr: 3.619e-03, eta: 1 day, 7:00:37, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4541, top5_acc: 0.7047, loss_cls: 6.1619, loss: 6.1619 2025-08-10 15:40:13,395 - pyskl - INFO - Saving checkpoint at 124 epochs 2025-08-10 15:41:01,826 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 15:41:02,491 - pyskl - INFO - top1_acc 0.4058 top5_acc 0.6626 2025-08-10 15:41:02,491 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 15:41:02,532 - pyskl - INFO - mean_acc 0.4055 2025-08-10 15:41:02,594 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_122.pth was removed 2025-08-10 15:41:04,148 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_124.pth. 2025-08-10 15:41:04,149 - pyskl - INFO - Best top1_acc is 0.4058 at 124 epoch. 2025-08-10 15:41:04,162 - pyskl - INFO - Epoch(val) [124][617] top1_acc: 0.4058, top5_acc: 0.6626, mean_class_accuracy: 0.4055 2025-08-10 15:42:33,823 - pyskl - INFO - Epoch [125][100/7492] lr: 3.612e-03, eta: 1 day, 6:58:42, time: 0.897, data_time: 0.326, memory: 11068, top1_acc: 0.4769, top5_acc: 0.7272, loss_cls: 6.0205, loss: 6.0205 2025-08-10 15:43:31,107 - pyskl - INFO - Epoch [125][200/7492] lr: 3.609e-03, eta: 1 day, 6:57:45, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 5.9533, loss: 5.9533 2025-08-10 15:44:28,158 - pyskl - INFO - Epoch [125][300/7492] lr: 3.605e-03, eta: 1 day, 6:56:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4772, top5_acc: 0.7219, loss_cls: 6.0563, loss: 6.0563 2025-08-10 15:45:25,462 - pyskl - INFO - Epoch [125][400/7492] lr: 3.601e-03, eta: 1 day, 6:55:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4803, top5_acc: 0.7172, loss_cls: 6.0905, loss: 6.0905 2025-08-10 15:46:21,971 - pyskl - INFO - Epoch [125][500/7492] lr: 3.598e-03, eta: 1 day, 6:54:53, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4769, top5_acc: 0.7306, loss_cls: 6.0241, loss: 6.0241 2025-08-10 15:47:19,099 - pyskl - INFO - Epoch [125][600/7492] lr: 3.594e-03, eta: 1 day, 6:53:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4738, top5_acc: 0.7194, loss_cls: 6.0227, loss: 6.0227 2025-08-10 15:48:16,134 - pyskl - INFO - Epoch [125][700/7492] lr: 3.591e-03, eta: 1 day, 6:52:58, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4666, top5_acc: 0.7103, loss_cls: 6.1211, loss: 6.1211 2025-08-10 15:49:13,996 - pyskl - INFO - Epoch [125][800/7492] lr: 3.587e-03, eta: 1 day, 6:52:01, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4519, top5_acc: 0.7178, loss_cls: 6.1158, loss: 6.1158 2025-08-10 15:50:11,923 - pyskl - INFO - Epoch [125][900/7492] lr: 3.583e-03, eta: 1 day, 6:51:04, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4616, top5_acc: 0.7231, loss_cls: 6.1249, loss: 6.1249 2025-08-10 15:51:09,605 - pyskl - INFO - Epoch [125][1000/7492] lr: 3.580e-03, eta: 1 day, 6:50:07, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4644, top5_acc: 0.7288, loss_cls: 5.9856, loss: 5.9856 2025-08-10 15:52:06,531 - pyskl - INFO - Epoch [125][1100/7492] lr: 3.576e-03, eta: 1 day, 6:49:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4788, top5_acc: 0.7256, loss_cls: 6.0615, loss: 6.0615 2025-08-10 15:53:03,511 - pyskl - INFO - Epoch [125][1200/7492] lr: 3.573e-03, eta: 1 day, 6:48:12, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4866, top5_acc: 0.7219, loss_cls: 5.9527, loss: 5.9527 2025-08-10 15:54:01,586 - pyskl - INFO - Epoch [125][1300/7492] lr: 3.569e-03, eta: 1 day, 6:47:15, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4644, top5_acc: 0.7212, loss_cls: 5.9915, loss: 5.9915 2025-08-10 15:54:59,705 - pyskl - INFO - Epoch [125][1400/7492] lr: 3.565e-03, eta: 1 day, 6:46:18, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4606, top5_acc: 0.7091, loss_cls: 6.0877, loss: 6.0877 2025-08-10 15:55:57,240 - pyskl - INFO - Epoch [125][1500/7492] lr: 3.562e-03, eta: 1 day, 6:45:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4619, top5_acc: 0.7137, loss_cls: 6.1911, loss: 6.1911 2025-08-10 15:56:54,663 - pyskl - INFO - Epoch [125][1600/7492] lr: 3.558e-03, eta: 1 day, 6:44:24, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4734, top5_acc: 0.7266, loss_cls: 6.0050, loss: 6.0050 2025-08-10 15:57:52,221 - pyskl - INFO - Epoch [125][1700/7492] lr: 3.555e-03, eta: 1 day, 6:43:26, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4847, top5_acc: 0.7469, loss_cls: 5.9386, loss: 5.9386 2025-08-10 15:58:49,169 - pyskl - INFO - Epoch [125][1800/7492] lr: 3.551e-03, eta: 1 day, 6:42:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4797, top5_acc: 0.7344, loss_cls: 5.9035, loss: 5.9035 2025-08-10 15:59:45,858 - pyskl - INFO - Epoch [125][1900/7492] lr: 3.547e-03, eta: 1 day, 6:41:32, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4725, top5_acc: 0.7125, loss_cls: 6.0757, loss: 6.0757 2025-08-10 16:00:43,523 - pyskl - INFO - Epoch [125][2000/7492] lr: 3.544e-03, eta: 1 day, 6:40:34, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4728, top5_acc: 0.7256, loss_cls: 5.9812, loss: 5.9812 2025-08-10 16:01:40,732 - pyskl - INFO - Epoch [125][2100/7492] lr: 3.540e-03, eta: 1 day, 6:39:37, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4684, top5_acc: 0.7312, loss_cls: 6.0554, loss: 6.0554 2025-08-10 16:02:38,868 - pyskl - INFO - Epoch [125][2200/7492] lr: 3.537e-03, eta: 1 day, 6:38:40, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4541, top5_acc: 0.7106, loss_cls: 6.0736, loss: 6.0736 2025-08-10 16:03:36,576 - pyskl - INFO - Epoch [125][2300/7492] lr: 3.533e-03, eta: 1 day, 6:37:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4569, top5_acc: 0.7219, loss_cls: 6.0827, loss: 6.0827 2025-08-10 16:04:33,788 - pyskl - INFO - Epoch [125][2400/7492] lr: 3.530e-03, eta: 1 day, 6:36:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4722, top5_acc: 0.7266, loss_cls: 6.0493, loss: 6.0493 2025-08-10 16:05:30,648 - pyskl - INFO - Epoch [125][2500/7492] lr: 3.526e-03, eta: 1 day, 6:35:48, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4706, top5_acc: 0.7341, loss_cls: 5.9038, loss: 5.9038 2025-08-10 16:06:28,638 - pyskl - INFO - Epoch [125][2600/7492] lr: 3.522e-03, eta: 1 day, 6:34:51, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4597, top5_acc: 0.7194, loss_cls: 6.2249, loss: 6.2249 2025-08-10 16:07:25,402 - pyskl - INFO - Epoch [125][2700/7492] lr: 3.519e-03, eta: 1 day, 6:33:54, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4659, top5_acc: 0.7225, loss_cls: 6.0109, loss: 6.0109 2025-08-10 16:08:23,058 - pyskl - INFO - Epoch [125][2800/7492] lr: 3.515e-03, eta: 1 day, 6:32:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4625, top5_acc: 0.7184, loss_cls: 6.1221, loss: 6.1221 2025-08-10 16:09:20,176 - pyskl - INFO - Epoch [125][2900/7492] lr: 3.512e-03, eta: 1 day, 6:31:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4753, top5_acc: 0.7259, loss_cls: 6.0501, loss: 6.0501 2025-08-10 16:10:18,237 - pyskl - INFO - Epoch [125][3000/7492] lr: 3.508e-03, eta: 1 day, 6:31:02, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4713, top5_acc: 0.7181, loss_cls: 6.0013, loss: 6.0013 2025-08-10 16:11:15,583 - pyskl - INFO - Epoch [125][3100/7492] lr: 3.505e-03, eta: 1 day, 6:30:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4875, top5_acc: 0.7306, loss_cls: 5.9588, loss: 5.9588 2025-08-10 16:12:13,165 - pyskl - INFO - Epoch [125][3200/7492] lr: 3.501e-03, eta: 1 day, 6:29:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4628, top5_acc: 0.7241, loss_cls: 5.9956, loss: 5.9956 2025-08-10 16:13:10,703 - pyskl - INFO - Epoch [125][3300/7492] lr: 3.497e-03, eta: 1 day, 6:28:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7412, loss_cls: 5.9385, loss: 5.9385 2025-08-10 16:14:08,114 - pyskl - INFO - Epoch [125][3400/7492] lr: 3.494e-03, eta: 1 day, 6:27:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4756, top5_acc: 0.7194, loss_cls: 6.0333, loss: 6.0333 2025-08-10 16:15:05,190 - pyskl - INFO - Epoch [125][3500/7492] lr: 3.490e-03, eta: 1 day, 6:26:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4781, top5_acc: 0.7253, loss_cls: 6.0540, loss: 6.0540 2025-08-10 16:16:02,981 - pyskl - INFO - Epoch [125][3600/7492] lr: 3.487e-03, eta: 1 day, 6:25:18, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4637, top5_acc: 0.7306, loss_cls: 6.0196, loss: 6.0196 2025-08-10 16:17:00,178 - pyskl - INFO - Epoch [125][3700/7492] lr: 3.483e-03, eta: 1 day, 6:24:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4600, top5_acc: 0.7172, loss_cls: 6.0853, loss: 6.0853 2025-08-10 16:17:57,608 - pyskl - INFO - Epoch [125][3800/7492] lr: 3.480e-03, eta: 1 day, 6:23:24, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4709, top5_acc: 0.7281, loss_cls: 5.9933, loss: 5.9933 2025-08-10 16:18:54,610 - pyskl - INFO - Epoch [125][3900/7492] lr: 3.476e-03, eta: 1 day, 6:22:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4744, top5_acc: 0.7188, loss_cls: 6.0886, loss: 6.0886 2025-08-10 16:19:51,601 - pyskl - INFO - Epoch [125][4000/7492] lr: 3.472e-03, eta: 1 day, 6:21:29, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4809, top5_acc: 0.7212, loss_cls: 5.9898, loss: 5.9898 2025-08-10 16:20:48,955 - pyskl - INFO - Epoch [125][4100/7492] lr: 3.469e-03, eta: 1 day, 6:20:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4788, top5_acc: 0.7303, loss_cls: 6.0066, loss: 6.0066 2025-08-10 16:21:45,902 - pyskl - INFO - Epoch [125][4200/7492] lr: 3.465e-03, eta: 1 day, 6:19:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4681, top5_acc: 0.7141, loss_cls: 6.1522, loss: 6.1522 2025-08-10 16:22:42,859 - pyskl - INFO - Epoch [125][4300/7492] lr: 3.462e-03, eta: 1 day, 6:18:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4425, top5_acc: 0.7119, loss_cls: 6.1874, loss: 6.1874 2025-08-10 16:23:40,085 - pyskl - INFO - Epoch [125][4400/7492] lr: 3.458e-03, eta: 1 day, 6:17:40, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4606, top5_acc: 0.7231, loss_cls: 6.0380, loss: 6.0380 2025-08-10 16:24:37,390 - pyskl - INFO - Epoch [125][4500/7492] lr: 3.455e-03, eta: 1 day, 6:16:43, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4625, top5_acc: 0.7259, loss_cls: 6.0840, loss: 6.0840 2025-08-10 16:25:34,677 - pyskl - INFO - Epoch [125][4600/7492] lr: 3.451e-03, eta: 1 day, 6:15:45, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4647, top5_acc: 0.7116, loss_cls: 6.0726, loss: 6.0726 2025-08-10 16:26:32,252 - pyskl - INFO - Epoch [125][4700/7492] lr: 3.448e-03, eta: 1 day, 6:14:48, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4753, top5_acc: 0.7203, loss_cls: 6.0044, loss: 6.0044 2025-08-10 16:27:29,272 - pyskl - INFO - Epoch [125][4800/7492] lr: 3.444e-03, eta: 1 day, 6:13:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4728, top5_acc: 0.7275, loss_cls: 6.0513, loss: 6.0513 2025-08-10 16:28:26,788 - pyskl - INFO - Epoch [125][4900/7492] lr: 3.441e-03, eta: 1 day, 6:12:54, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4675, top5_acc: 0.7250, loss_cls: 6.0346, loss: 6.0346 2025-08-10 16:29:23,557 - pyskl - INFO - Epoch [125][5000/7492] lr: 3.437e-03, eta: 1 day, 6:11:56, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4622, top5_acc: 0.7050, loss_cls: 6.1063, loss: 6.1063 2025-08-10 16:30:20,626 - pyskl - INFO - Epoch [125][5100/7492] lr: 3.433e-03, eta: 1 day, 6:10:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4716, top5_acc: 0.7253, loss_cls: 6.0578, loss: 6.0578 2025-08-10 16:31:17,525 - pyskl - INFO - Epoch [125][5200/7492] lr: 3.430e-03, eta: 1 day, 6:10:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4766, top5_acc: 0.7169, loss_cls: 6.1104, loss: 6.1104 2025-08-10 16:32:14,902 - pyskl - INFO - Epoch [125][5300/7492] lr: 3.426e-03, eta: 1 day, 6:09:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4509, top5_acc: 0.7087, loss_cls: 6.2497, loss: 6.2497 2025-08-10 16:33:12,188 - pyskl - INFO - Epoch [125][5400/7492] lr: 3.423e-03, eta: 1 day, 6:08:07, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4666, top5_acc: 0.7141, loss_cls: 6.1154, loss: 6.1154 2025-08-10 16:34:09,921 - pyskl - INFO - Epoch [125][5500/7492] lr: 3.419e-03, eta: 1 day, 6:07:10, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4612, top5_acc: 0.7184, loss_cls: 6.0723, loss: 6.0723 2025-08-10 16:35:07,526 - pyskl - INFO - Epoch [125][5600/7492] lr: 3.416e-03, eta: 1 day, 6:06:13, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4578, top5_acc: 0.7141, loss_cls: 6.2065, loss: 6.2065 2025-08-10 16:36:05,239 - pyskl - INFO - Epoch [125][5700/7492] lr: 3.412e-03, eta: 1 day, 6:05:15, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4778, top5_acc: 0.7247, loss_cls: 6.0713, loss: 6.0713 2025-08-10 16:37:02,613 - pyskl - INFO - Epoch [125][5800/7492] lr: 3.409e-03, eta: 1 day, 6:04:18, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4756, top5_acc: 0.7359, loss_cls: 5.9503, loss: 5.9503 2025-08-10 16:37:59,981 - pyskl - INFO - Epoch [125][5900/7492] lr: 3.405e-03, eta: 1 day, 6:03:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4491, top5_acc: 0.7047, loss_cls: 6.1885, loss: 6.1885 2025-08-10 16:38:57,303 - pyskl - INFO - Epoch [125][6000/7492] lr: 3.402e-03, eta: 1 day, 6:02:24, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4553, top5_acc: 0.7181, loss_cls: 6.1149, loss: 6.1149 2025-08-10 16:39:54,543 - pyskl - INFO - Epoch [125][6100/7492] lr: 3.398e-03, eta: 1 day, 6:01:26, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4716, top5_acc: 0.7156, loss_cls: 6.0356, loss: 6.0356 2025-08-10 16:40:52,433 - pyskl - INFO - Epoch [125][6200/7492] lr: 3.395e-03, eta: 1 day, 6:00:29, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4625, top5_acc: 0.7225, loss_cls: 6.0527, loss: 6.0527 2025-08-10 16:41:49,498 - pyskl - INFO - Epoch [125][6300/7492] lr: 3.391e-03, eta: 1 day, 5:59:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4600, top5_acc: 0.7144, loss_cls: 6.1427, loss: 6.1427 2025-08-10 16:42:47,291 - pyskl - INFO - Epoch [125][6400/7492] lr: 3.388e-03, eta: 1 day, 5:58:35, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4553, top5_acc: 0.7128, loss_cls: 6.1665, loss: 6.1665 2025-08-10 16:43:44,416 - pyskl - INFO - Epoch [125][6500/7492] lr: 3.384e-03, eta: 1 day, 5:57:37, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4609, top5_acc: 0.7163, loss_cls: 6.1602, loss: 6.1602 2025-08-10 16:44:40,928 - pyskl - INFO - Epoch [125][6600/7492] lr: 3.381e-03, eta: 1 day, 5:56:40, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4784, top5_acc: 0.7259, loss_cls: 6.0358, loss: 6.0358 2025-08-10 16:45:37,681 - pyskl - INFO - Epoch [125][6700/7492] lr: 3.377e-03, eta: 1 day, 5:55:43, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4741, top5_acc: 0.7303, loss_cls: 5.9810, loss: 5.9810 2025-08-10 16:46:35,055 - pyskl - INFO - Epoch [125][6800/7492] lr: 3.374e-03, eta: 1 day, 5:54:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4688, top5_acc: 0.7141, loss_cls: 6.0881, loss: 6.0881 2025-08-10 16:47:32,013 - pyskl - INFO - Epoch [125][6900/7492] lr: 3.370e-03, eta: 1 day, 5:53:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4522, top5_acc: 0.7053, loss_cls: 6.1648, loss: 6.1648 2025-08-10 16:48:29,423 - pyskl - INFO - Epoch [125][7000/7492] lr: 3.367e-03, eta: 1 day, 5:52:51, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4731, top5_acc: 0.7041, loss_cls: 6.0425, loss: 6.0425 2025-08-10 16:49:26,293 - pyskl - INFO - Epoch [125][7100/7492] lr: 3.363e-03, eta: 1 day, 5:51:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4584, top5_acc: 0.7022, loss_cls: 6.2164, loss: 6.2164 2025-08-10 16:50:23,550 - pyskl - INFO - Epoch [125][7200/7492] lr: 3.360e-03, eta: 1 day, 5:50:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4731, top5_acc: 0.7209, loss_cls: 6.0525, loss: 6.0525 2025-08-10 16:51:21,992 - pyskl - INFO - Epoch [125][7300/7492] lr: 3.356e-03, eta: 1 day, 5:49:59, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4547, top5_acc: 0.7116, loss_cls: 6.0924, loss: 6.0924 2025-08-10 16:52:19,602 - pyskl - INFO - Epoch [125][7400/7492] lr: 3.353e-03, eta: 1 day, 5:49:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4606, top5_acc: 0.7134, loss_cls: 6.2021, loss: 6.2021 2025-08-10 16:53:13,946 - pyskl - INFO - Saving checkpoint at 125 epochs 2025-08-10 16:54:02,517 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 16:54:03,177 - pyskl - INFO - top1_acc 0.4106 top5_acc 0.6615 2025-08-10 16:54:03,177 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 16:54:03,220 - pyskl - INFO - mean_acc 0.4105 2025-08-10 16:54:03,289 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_124.pth was removed 2025-08-10 16:54:04,817 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_125.pth. 2025-08-10 16:54:04,819 - pyskl - INFO - Best top1_acc is 0.4106 at 125 epoch. 2025-08-10 16:54:04,834 - pyskl - INFO - Epoch(val) [125][617] top1_acc: 0.4106, top5_acc: 0.6615, mean_class_accuracy: 0.4105 2025-08-10 16:55:35,177 - pyskl - INFO - Epoch [126][100/7492] lr: 3.346e-03, eta: 1 day, 5:47:08, time: 0.903, data_time: 0.328, memory: 11068, top1_acc: 0.4925, top5_acc: 0.7378, loss_cls: 5.9082, loss: 5.9082 2025-08-10 16:56:32,265 - pyskl - INFO - Epoch [126][200/7492] lr: 3.342e-03, eta: 1 day, 5:46:10, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5003, top5_acc: 0.7575, loss_cls: 5.7714, loss: 5.7714 2025-08-10 16:57:29,571 - pyskl - INFO - Epoch [126][300/7492] lr: 3.339e-03, eta: 1 day, 5:45:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4747, top5_acc: 0.7431, loss_cls: 5.8620, loss: 5.8620 2025-08-10 16:58:26,570 - pyskl - INFO - Epoch [126][400/7492] lr: 3.335e-03, eta: 1 day, 5:44:16, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4634, top5_acc: 0.7153, loss_cls: 6.0768, loss: 6.0768 2025-08-10 16:59:23,303 - pyskl - INFO - Epoch [126][500/7492] lr: 3.332e-03, eta: 1 day, 5:43:18, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4700, top5_acc: 0.7422, loss_cls: 5.9432, loss: 5.9432 2025-08-10 17:00:20,528 - pyskl - INFO - Epoch [126][600/7492] lr: 3.328e-03, eta: 1 day, 5:42:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4788, top5_acc: 0.7341, loss_cls: 5.9824, loss: 5.9824 2025-08-10 17:01:17,984 - pyskl - INFO - Epoch [126][700/7492] lr: 3.325e-03, eta: 1 day, 5:41:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4794, top5_acc: 0.7266, loss_cls: 5.9443, loss: 5.9443 2025-08-10 17:02:14,593 - pyskl - INFO - Epoch [126][800/7492] lr: 3.321e-03, eta: 1 day, 5:40:27, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4816, top5_acc: 0.7231, loss_cls: 5.9807, loss: 5.9807 2025-08-10 17:03:11,886 - pyskl - INFO - Epoch [126][900/7492] lr: 3.318e-03, eta: 1 day, 5:39:29, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4856, top5_acc: 0.7394, loss_cls: 5.8992, loss: 5.8992 2025-08-10 17:04:09,451 - pyskl - INFO - Epoch [126][1000/7492] lr: 3.315e-03, eta: 1 day, 5:38:32, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4697, top5_acc: 0.7212, loss_cls: 6.0109, loss: 6.0109 2025-08-10 17:05:06,920 - pyskl - INFO - Epoch [126][1100/7492] lr: 3.311e-03, eta: 1 day, 5:37:35, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4841, top5_acc: 0.7281, loss_cls: 5.9205, loss: 5.9205 2025-08-10 17:06:03,833 - pyskl - INFO - Epoch [126][1200/7492] lr: 3.308e-03, eta: 1 day, 5:36:37, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4644, top5_acc: 0.7184, loss_cls: 6.0976, loss: 6.0976 2025-08-10 17:07:00,422 - pyskl - INFO - Epoch [126][1300/7492] lr: 3.304e-03, eta: 1 day, 5:35:40, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4934, top5_acc: 0.7306, loss_cls: 5.9596, loss: 5.9596 2025-08-10 17:07:58,110 - pyskl - INFO - Epoch [126][1400/7492] lr: 3.301e-03, eta: 1 day, 5:34:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4734, top5_acc: 0.7325, loss_cls: 6.0157, loss: 6.0157 2025-08-10 17:08:55,476 - pyskl - INFO - Epoch [126][1500/7492] lr: 3.297e-03, eta: 1 day, 5:33:46, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4828, top5_acc: 0.7288, loss_cls: 5.9229, loss: 5.9229 2025-08-10 17:09:52,677 - pyskl - INFO - Epoch [126][1600/7492] lr: 3.294e-03, eta: 1 day, 5:32:48, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4784, top5_acc: 0.7194, loss_cls: 5.9955, loss: 5.9955 2025-08-10 17:10:49,937 - pyskl - INFO - Epoch [126][1700/7492] lr: 3.290e-03, eta: 1 day, 5:31:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4844, top5_acc: 0.7384, loss_cls: 5.9422, loss: 5.9422 2025-08-10 17:11:46,775 - pyskl - INFO - Epoch [126][1800/7492] lr: 3.287e-03, eta: 1 day, 5:30:54, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4897, top5_acc: 0.7359, loss_cls: 5.8380, loss: 5.8380 2025-08-10 17:12:43,803 - pyskl - INFO - Epoch [126][1900/7492] lr: 3.283e-03, eta: 1 day, 5:29:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4681, top5_acc: 0.7234, loss_cls: 6.0464, loss: 6.0464 2025-08-10 17:13:42,209 - pyskl - INFO - Epoch [126][2000/7492] lr: 3.280e-03, eta: 1 day, 5:28:59, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4559, top5_acc: 0.7284, loss_cls: 5.9245, loss: 5.9245 2025-08-10 17:14:39,520 - pyskl - INFO - Epoch [126][2100/7492] lr: 3.276e-03, eta: 1 day, 5:28:02, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4803, top5_acc: 0.7291, loss_cls: 6.0314, loss: 6.0314 2025-08-10 17:15:36,518 - pyskl - INFO - Epoch [126][2200/7492] lr: 3.273e-03, eta: 1 day, 5:27:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4713, top5_acc: 0.7212, loss_cls: 6.0480, loss: 6.0480 2025-08-10 17:16:33,931 - pyskl - INFO - Epoch [126][2300/7492] lr: 3.269e-03, eta: 1 day, 5:26:07, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4716, top5_acc: 0.7281, loss_cls: 6.0391, loss: 6.0391 2025-08-10 17:17:31,107 - pyskl - INFO - Epoch [126][2400/7492] lr: 3.266e-03, eta: 1 day, 5:25:10, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4797, top5_acc: 0.7381, loss_cls: 6.0258, loss: 6.0258 2025-08-10 17:18:28,812 - pyskl - INFO - Epoch [126][2500/7492] lr: 3.263e-03, eta: 1 day, 5:24:13, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4847, top5_acc: 0.7184, loss_cls: 6.0649, loss: 6.0649 2025-08-10 17:19:26,672 - pyskl - INFO - Epoch [126][2600/7492] lr: 3.259e-03, eta: 1 day, 5:23:16, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4669, top5_acc: 0.7341, loss_cls: 5.9144, loss: 5.9144 2025-08-10 17:20:24,273 - pyskl - INFO - Epoch [126][2700/7492] lr: 3.256e-03, eta: 1 day, 5:22:18, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4753, top5_acc: 0.7278, loss_cls: 5.9862, loss: 5.9862 2025-08-10 17:21:21,745 - pyskl - INFO - Epoch [126][2800/7492] lr: 3.252e-03, eta: 1 day, 5:21:21, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4700, top5_acc: 0.7381, loss_cls: 6.0071, loss: 6.0071 2025-08-10 17:22:19,857 - pyskl - INFO - Epoch [126][2900/7492] lr: 3.249e-03, eta: 1 day, 5:20:24, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4706, top5_acc: 0.7244, loss_cls: 6.0138, loss: 6.0138 2025-08-10 17:23:18,332 - pyskl - INFO - Epoch [126][3000/7492] lr: 3.245e-03, eta: 1 day, 5:19:27, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4675, top5_acc: 0.7206, loss_cls: 6.1063, loss: 6.1063 2025-08-10 17:24:15,533 - pyskl - INFO - Epoch [126][3100/7492] lr: 3.242e-03, eta: 1 day, 5:18:30, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4631, top5_acc: 0.7153, loss_cls: 6.1567, loss: 6.1567 2025-08-10 17:25:13,232 - pyskl - INFO - Epoch [126][3200/7492] lr: 3.238e-03, eta: 1 day, 5:17:33, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4772, top5_acc: 0.7353, loss_cls: 5.8779, loss: 5.8779 2025-08-10 17:26:10,941 - pyskl - INFO - Epoch [126][3300/7492] lr: 3.235e-03, eta: 1 day, 5:16:35, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4681, top5_acc: 0.7294, loss_cls: 5.9663, loss: 5.9663 2025-08-10 17:27:08,292 - pyskl - INFO - Epoch [126][3400/7492] lr: 3.232e-03, eta: 1 day, 5:15:38, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7272, loss_cls: 6.0820, loss: 6.0820 2025-08-10 17:28:05,807 - pyskl - INFO - Epoch [126][3500/7492] lr: 3.228e-03, eta: 1 day, 5:14:41, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4616, top5_acc: 0.7269, loss_cls: 6.0789, loss: 6.0789 2025-08-10 17:29:02,958 - pyskl - INFO - Epoch [126][3600/7492] lr: 3.225e-03, eta: 1 day, 5:13:44, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4909, top5_acc: 0.7481, loss_cls: 5.8676, loss: 5.8676 2025-08-10 17:30:00,013 - pyskl - INFO - Epoch [126][3700/7492] lr: 3.221e-03, eta: 1 day, 5:12:46, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4606, top5_acc: 0.7262, loss_cls: 6.0897, loss: 6.0897 2025-08-10 17:30:57,278 - pyskl - INFO - Epoch [126][3800/7492] lr: 3.218e-03, eta: 1 day, 5:11:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4634, top5_acc: 0.7288, loss_cls: 6.0721, loss: 6.0721 2025-08-10 17:31:54,615 - pyskl - INFO - Epoch [126][3900/7492] lr: 3.214e-03, eta: 1 day, 5:10:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4734, top5_acc: 0.7228, loss_cls: 6.0817, loss: 6.0817 2025-08-10 17:32:51,932 - pyskl - INFO - Epoch [126][4000/7492] lr: 3.211e-03, eta: 1 day, 5:09:54, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4775, top5_acc: 0.7331, loss_cls: 5.9763, loss: 5.9763 2025-08-10 17:33:49,417 - pyskl - INFO - Epoch [126][4100/7492] lr: 3.208e-03, eta: 1 day, 5:08:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4788, top5_acc: 0.7397, loss_cls: 5.9472, loss: 5.9472 2025-08-10 17:34:46,765 - pyskl - INFO - Epoch [126][4200/7492] lr: 3.204e-03, eta: 1 day, 5:08:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4750, top5_acc: 0.7316, loss_cls: 5.9522, loss: 5.9522 2025-08-10 17:35:43,820 - pyskl - INFO - Epoch [126][4300/7492] lr: 3.201e-03, eta: 1 day, 5:07:03, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4691, top5_acc: 0.7238, loss_cls: 5.9908, loss: 5.9908 2025-08-10 17:36:40,808 - pyskl - INFO - Epoch [126][4400/7492] lr: 3.197e-03, eta: 1 day, 5:06:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4831, top5_acc: 0.7319, loss_cls: 6.0268, loss: 6.0268 2025-08-10 17:37:37,695 - pyskl - INFO - Epoch [126][4500/7492] lr: 3.194e-03, eta: 1 day, 5:05:08, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4522, top5_acc: 0.7109, loss_cls: 6.1584, loss: 6.1584 2025-08-10 17:38:34,605 - pyskl - INFO - Epoch [126][4600/7492] lr: 3.190e-03, eta: 1 day, 5:04:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4847, top5_acc: 0.7266, loss_cls: 6.0040, loss: 6.0040 2025-08-10 17:39:31,960 - pyskl - INFO - Epoch [126][4700/7492] lr: 3.187e-03, eta: 1 day, 5:03:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4763, top5_acc: 0.7197, loss_cls: 6.0272, loss: 6.0272 2025-08-10 17:40:29,582 - pyskl - INFO - Epoch [126][4800/7492] lr: 3.184e-03, eta: 1 day, 5:02:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4744, top5_acc: 0.7262, loss_cls: 6.0727, loss: 6.0727 2025-08-10 17:41:26,112 - pyskl - INFO - Epoch [126][4900/7492] lr: 3.180e-03, eta: 1 day, 5:01:19, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4647, top5_acc: 0.7137, loss_cls: 6.0765, loss: 6.0765 2025-08-10 17:42:23,469 - pyskl - INFO - Epoch [126][5000/7492] lr: 3.177e-03, eta: 1 day, 5:00:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4672, top5_acc: 0.7300, loss_cls: 5.9478, loss: 5.9478 2025-08-10 17:43:20,906 - pyskl - INFO - Epoch [126][5100/7492] lr: 3.173e-03, eta: 1 day, 4:59:24, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4550, top5_acc: 0.7081, loss_cls: 6.1578, loss: 6.1578 2025-08-10 17:44:18,146 - pyskl - INFO - Epoch [126][5200/7492] lr: 3.170e-03, eta: 1 day, 4:58:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4672, top5_acc: 0.7309, loss_cls: 6.0674, loss: 6.0674 2025-08-10 17:45:15,738 - pyskl - INFO - Epoch [126][5300/7492] lr: 3.167e-03, eta: 1 day, 4:57:30, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4644, top5_acc: 0.7206, loss_cls: 6.0731, loss: 6.0731 2025-08-10 17:46:12,916 - pyskl - INFO - Epoch [126][5400/7492] lr: 3.163e-03, eta: 1 day, 4:56:32, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4700, top5_acc: 0.7316, loss_cls: 6.1148, loss: 6.1148 2025-08-10 17:47:10,892 - pyskl - INFO - Epoch [126][5500/7492] lr: 3.160e-03, eta: 1 day, 4:55:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4856, top5_acc: 0.7372, loss_cls: 5.9207, loss: 5.9207 2025-08-10 17:48:08,243 - pyskl - INFO - Epoch [126][5600/7492] lr: 3.156e-03, eta: 1 day, 4:54:38, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4581, top5_acc: 0.7234, loss_cls: 5.9670, loss: 5.9670 2025-08-10 17:49:05,463 - pyskl - INFO - Epoch [126][5700/7492] lr: 3.153e-03, eta: 1 day, 4:53:41, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7272, loss_cls: 6.0156, loss: 6.0156 2025-08-10 17:50:02,656 - pyskl - INFO - Epoch [126][5800/7492] lr: 3.150e-03, eta: 1 day, 4:52:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4844, top5_acc: 0.7300, loss_cls: 5.9505, loss: 5.9505 2025-08-10 17:50:59,835 - pyskl - INFO - Epoch [126][5900/7492] lr: 3.146e-03, eta: 1 day, 4:51:46, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4575, top5_acc: 0.7225, loss_cls: 6.0640, loss: 6.0640 2025-08-10 17:51:57,084 - pyskl - INFO - Epoch [126][6000/7492] lr: 3.143e-03, eta: 1 day, 4:50:49, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4750, top5_acc: 0.7159, loss_cls: 6.0916, loss: 6.0916 2025-08-10 17:52:54,743 - pyskl - INFO - Epoch [126][6100/7492] lr: 3.139e-03, eta: 1 day, 4:49:52, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4759, top5_acc: 0.7256, loss_cls: 5.8946, loss: 5.8946 2025-08-10 17:53:51,544 - pyskl - INFO - Epoch [126][6200/7492] lr: 3.136e-03, eta: 1 day, 4:48:54, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4700, top5_acc: 0.7306, loss_cls: 6.0318, loss: 6.0318 2025-08-10 17:54:48,972 - pyskl - INFO - Epoch [126][6300/7492] lr: 3.133e-03, eta: 1 day, 4:47:57, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4684, top5_acc: 0.7141, loss_cls: 6.0795, loss: 6.0795 2025-08-10 17:55:45,775 - pyskl - INFO - Epoch [126][6400/7492] lr: 3.129e-03, eta: 1 day, 4:47:00, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4678, top5_acc: 0.7159, loss_cls: 6.0845, loss: 6.0845 2025-08-10 17:56:42,711 - pyskl - INFO - Epoch [126][6500/7492] lr: 3.126e-03, eta: 1 day, 4:46:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4781, top5_acc: 0.7253, loss_cls: 6.0242, loss: 6.0242 2025-08-10 17:57:41,382 - pyskl - INFO - Epoch [126][6600/7492] lr: 3.122e-03, eta: 1 day, 4:45:05, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4641, top5_acc: 0.7184, loss_cls: 6.1104, loss: 6.1104 2025-08-10 17:58:39,150 - pyskl - INFO - Epoch [126][6700/7492] lr: 3.119e-03, eta: 1 day, 4:44:08, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4522, top5_acc: 0.7081, loss_cls: 6.1066, loss: 6.1066 2025-08-10 17:59:35,795 - pyskl - INFO - Epoch [126][6800/7492] lr: 3.116e-03, eta: 1 day, 4:43:11, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4675, top5_acc: 0.7178, loss_cls: 6.0550, loss: 6.0550 2025-08-10 18:00:33,360 - pyskl - INFO - Epoch [126][6900/7492] lr: 3.112e-03, eta: 1 day, 4:42:13, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4575, top5_acc: 0.7106, loss_cls: 6.0842, loss: 6.0842 2025-08-10 18:01:30,248 - pyskl - INFO - Epoch [126][7000/7492] lr: 3.109e-03, eta: 1 day, 4:41:16, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4797, top5_acc: 0.7272, loss_cls: 5.9735, loss: 5.9735 2025-08-10 18:02:27,447 - pyskl - INFO - Epoch [126][7100/7492] lr: 3.106e-03, eta: 1 day, 4:40:19, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4766, top5_acc: 0.7272, loss_cls: 5.9887, loss: 5.9887 2025-08-10 18:03:24,515 - pyskl - INFO - Epoch [126][7200/7492] lr: 3.102e-03, eta: 1 day, 4:39:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4734, top5_acc: 0.7297, loss_cls: 5.9381, loss: 5.9381 2025-08-10 18:04:20,940 - pyskl - INFO - Epoch [126][7300/7492] lr: 3.099e-03, eta: 1 day, 4:38:24, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4491, top5_acc: 0.7000, loss_cls: 6.1907, loss: 6.1907 2025-08-10 18:05:17,835 - pyskl - INFO - Epoch [126][7400/7492] lr: 3.095e-03, eta: 1 day, 4:37:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4822, top5_acc: 0.7262, loss_cls: 6.0262, loss: 6.0262 2025-08-10 18:06:12,043 - pyskl - INFO - Saving checkpoint at 126 epochs 2025-08-10 18:07:00,134 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 18:07:00,812 - pyskl - INFO - top1_acc 0.4107 top5_acc 0.6677 2025-08-10 18:07:00,812 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 18:07:00,871 - pyskl - INFO - mean_acc 0.4104 2025-08-10 18:07:00,940 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_125.pth was removed 2025-08-10 18:07:02,829 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_126.pth. 2025-08-10 18:07:02,830 - pyskl - INFO - Best top1_acc is 0.4107 at 126 epoch. 2025-08-10 18:07:02,849 - pyskl - INFO - Epoch(val) [126][617] top1_acc: 0.4107, top5_acc: 0.6677, mean_class_accuracy: 0.4104 2025-08-10 18:08:33,086 - pyskl - INFO - Epoch [127][100/7492] lr: 3.089e-03, eta: 1 day, 4:35:33, time: 0.902, data_time: 0.333, memory: 11068, top1_acc: 0.4794, top5_acc: 0.7391, loss_cls: 5.8620, loss: 5.8620 2025-08-10 18:09:29,577 - pyskl - INFO - Epoch [127][200/7492] lr: 3.086e-03, eta: 1 day, 4:34:35, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4753, top5_acc: 0.7344, loss_cls: 5.9543, loss: 5.9543 2025-08-10 18:10:26,003 - pyskl - INFO - Epoch [127][300/7492] lr: 3.082e-03, eta: 1 day, 4:33:38, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4934, top5_acc: 0.7522, loss_cls: 5.8523, loss: 5.8523 2025-08-10 18:11:22,571 - pyskl - INFO - Epoch [127][400/7492] lr: 3.079e-03, eta: 1 day, 4:32:41, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4841, top5_acc: 0.7266, loss_cls: 5.9903, loss: 5.9903 2025-08-10 18:12:19,055 - pyskl - INFO - Epoch [127][500/7492] lr: 3.076e-03, eta: 1 day, 4:31:43, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4797, top5_acc: 0.7416, loss_cls: 5.9453, loss: 5.9453 2025-08-10 18:13:17,400 - pyskl - INFO - Epoch [127][600/7492] lr: 3.072e-03, eta: 1 day, 4:30:46, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4831, top5_acc: 0.7338, loss_cls: 6.0245, loss: 6.0245 2025-08-10 18:14:14,850 - pyskl - INFO - Epoch [127][700/7492] lr: 3.069e-03, eta: 1 day, 4:29:49, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4625, top5_acc: 0.7319, loss_cls: 6.0736, loss: 6.0736 2025-08-10 18:15:12,504 - pyskl - INFO - Epoch [127][800/7492] lr: 3.065e-03, eta: 1 day, 4:28:52, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4806, top5_acc: 0.7462, loss_cls: 5.9018, loss: 5.9018 2025-08-10 18:16:08,942 - pyskl - INFO - Epoch [127][900/7492] lr: 3.062e-03, eta: 1 day, 4:27:54, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7234, loss_cls: 6.0676, loss: 6.0676 2025-08-10 18:17:05,347 - pyskl - INFO - Epoch [127][1000/7492] lr: 3.059e-03, eta: 1 day, 4:26:57, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4866, top5_acc: 0.7416, loss_cls: 5.8960, loss: 5.8960 2025-08-10 18:18:02,849 - pyskl - INFO - Epoch [127][1100/7492] lr: 3.055e-03, eta: 1 day, 4:26:00, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4863, top5_acc: 0.7294, loss_cls: 5.9949, loss: 5.9949 2025-08-10 18:19:01,699 - pyskl - INFO - Epoch [127][1200/7492] lr: 3.052e-03, eta: 1 day, 4:25:03, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4853, top5_acc: 0.7331, loss_cls: 5.9011, loss: 5.9011 2025-08-10 18:20:00,774 - pyskl - INFO - Epoch [127][1300/7492] lr: 3.049e-03, eta: 1 day, 4:24:06, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.5022, top5_acc: 0.7522, loss_cls: 5.8343, loss: 5.8343 2025-08-10 18:20:58,795 - pyskl - INFO - Epoch [127][1400/7492] lr: 3.045e-03, eta: 1 day, 4:23:08, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4866, top5_acc: 0.7344, loss_cls: 5.9015, loss: 5.9015 2025-08-10 18:21:55,216 - pyskl - INFO - Epoch [127][1500/7492] lr: 3.042e-03, eta: 1 day, 4:22:11, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4797, top5_acc: 0.7291, loss_cls: 5.9339, loss: 5.9339 2025-08-10 18:22:52,443 - pyskl - INFO - Epoch [127][1600/7492] lr: 3.039e-03, eta: 1 day, 4:21:14, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4616, top5_acc: 0.7294, loss_cls: 6.0731, loss: 6.0731 2025-08-10 18:23:48,916 - pyskl - INFO - Epoch [127][1700/7492] lr: 3.035e-03, eta: 1 day, 4:20:16, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4728, top5_acc: 0.7269, loss_cls: 5.9538, loss: 5.9538 2025-08-10 18:24:45,441 - pyskl - INFO - Epoch [127][1800/7492] lr: 3.032e-03, eta: 1 day, 4:19:19, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4825, top5_acc: 0.7331, loss_cls: 5.9513, loss: 5.9513 2025-08-10 18:25:43,857 - pyskl - INFO - Epoch [127][1900/7492] lr: 3.029e-03, eta: 1 day, 4:18:22, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4778, top5_acc: 0.7344, loss_cls: 5.9111, loss: 5.9111 2025-08-10 18:26:42,387 - pyskl - INFO - Epoch [127][2000/7492] lr: 3.025e-03, eta: 1 day, 4:17:25, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4841, top5_acc: 0.7438, loss_cls: 5.9480, loss: 5.9480 2025-08-10 18:27:39,463 - pyskl - INFO - Epoch [127][2100/7492] lr: 3.022e-03, eta: 1 day, 4:16:27, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4844, top5_acc: 0.7378, loss_cls: 5.8868, loss: 5.8868 2025-08-10 18:28:37,618 - pyskl - INFO - Epoch [127][2200/7492] lr: 3.019e-03, eta: 1 day, 4:15:30, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4703, top5_acc: 0.7269, loss_cls: 6.0875, loss: 6.0875 2025-08-10 18:29:36,348 - pyskl - INFO - Epoch [127][2300/7492] lr: 3.015e-03, eta: 1 day, 4:14:33, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4903, top5_acc: 0.7419, loss_cls: 5.9674, loss: 5.9674 2025-08-10 18:30:34,056 - pyskl - INFO - Epoch [127][2400/7492] lr: 3.012e-03, eta: 1 day, 4:13:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4856, top5_acc: 0.7362, loss_cls: 5.9276, loss: 5.9276 2025-08-10 18:31:30,949 - pyskl - INFO - Epoch [127][2500/7492] lr: 3.009e-03, eta: 1 day, 4:12:39, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4947, top5_acc: 0.7344, loss_cls: 5.8789, loss: 5.8789 2025-08-10 18:32:29,695 - pyskl - INFO - Epoch [127][2600/7492] lr: 3.005e-03, eta: 1 day, 4:11:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4797, top5_acc: 0.7372, loss_cls: 5.9368, loss: 5.9368 2025-08-10 18:33:27,785 - pyskl - INFO - Epoch [127][2700/7492] lr: 3.002e-03, eta: 1 day, 4:10:45, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4791, top5_acc: 0.7375, loss_cls: 5.9422, loss: 5.9422 2025-08-10 18:34:26,115 - pyskl - INFO - Epoch [127][2800/7492] lr: 2.999e-03, eta: 1 day, 4:09:48, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4856, top5_acc: 0.7375, loss_cls: 6.0155, loss: 6.0155 2025-08-10 18:35:24,489 - pyskl - INFO - Epoch [127][2900/7492] lr: 2.995e-03, eta: 1 day, 4:08:50, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4906, top5_acc: 0.7444, loss_cls: 5.7439, loss: 5.7439 2025-08-10 18:36:22,097 - pyskl - INFO - Epoch [127][3000/7492] lr: 2.992e-03, eta: 1 day, 4:07:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4713, top5_acc: 0.7234, loss_cls: 5.9504, loss: 5.9504 2025-08-10 18:37:19,161 - pyskl - INFO - Epoch [127][3100/7492] lr: 2.989e-03, eta: 1 day, 4:06:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4881, top5_acc: 0.7334, loss_cls: 5.8622, loss: 5.8622 2025-08-10 18:38:16,194 - pyskl - INFO - Epoch [127][3200/7492] lr: 2.986e-03, eta: 1 day, 4:05:59, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4706, top5_acc: 0.7319, loss_cls: 5.9753, loss: 5.9753 2025-08-10 18:39:15,277 - pyskl - INFO - Epoch [127][3300/7492] lr: 2.982e-03, eta: 1 day, 4:05:02, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.4822, top5_acc: 0.7319, loss_cls: 5.8995, loss: 5.8995 2025-08-10 18:40:12,648 - pyskl - INFO - Epoch [127][3400/7492] lr: 2.979e-03, eta: 1 day, 4:04:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4741, top5_acc: 0.7419, loss_cls: 5.8724, loss: 5.8724 2025-08-10 18:41:11,176 - pyskl - INFO - Epoch [127][3500/7492] lr: 2.976e-03, eta: 1 day, 4:03:07, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7388, loss_cls: 5.8829, loss: 5.8829 2025-08-10 18:42:08,968 - pyskl - INFO - Epoch [127][3600/7492] lr: 2.972e-03, eta: 1 day, 4:02:10, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4822, top5_acc: 0.7372, loss_cls: 5.9113, loss: 5.9113 2025-08-10 18:43:05,348 - pyskl - INFO - Epoch [127][3700/7492] lr: 2.969e-03, eta: 1 day, 4:01:13, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4662, top5_acc: 0.7131, loss_cls: 6.0959, loss: 6.0959 2025-08-10 18:44:02,564 - pyskl - INFO - Epoch [127][3800/7492] lr: 2.966e-03, eta: 1 day, 4:00:15, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4809, top5_acc: 0.7369, loss_cls: 5.9538, loss: 5.9538 2025-08-10 18:45:01,712 - pyskl - INFO - Epoch [127][3900/7492] lr: 2.962e-03, eta: 1 day, 3:59:19, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.4713, top5_acc: 0.7253, loss_cls: 5.9677, loss: 5.9677 2025-08-10 18:45:59,857 - pyskl - INFO - Epoch [127][4000/7492] lr: 2.959e-03, eta: 1 day, 3:58:21, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4806, top5_acc: 0.7259, loss_cls: 6.0025, loss: 6.0025 2025-08-10 18:46:57,934 - pyskl - INFO - Epoch [127][4100/7492] lr: 2.956e-03, eta: 1 day, 3:57:24, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4763, top5_acc: 0.7316, loss_cls: 6.0179, loss: 6.0179 2025-08-10 18:47:54,698 - pyskl - INFO - Epoch [127][4200/7492] lr: 2.952e-03, eta: 1 day, 3:56:27, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4934, top5_acc: 0.7344, loss_cls: 5.9599, loss: 5.9599 2025-08-10 18:48:52,124 - pyskl - INFO - Epoch [127][4300/7492] lr: 2.949e-03, eta: 1 day, 3:55:30, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4806, top5_acc: 0.7403, loss_cls: 5.8753, loss: 5.8753 2025-08-10 18:49:48,934 - pyskl - INFO - Epoch [127][4400/7492] lr: 2.946e-03, eta: 1 day, 3:54:32, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4791, top5_acc: 0.7303, loss_cls: 6.0265, loss: 6.0265 2025-08-10 18:50:46,275 - pyskl - INFO - Epoch [127][4500/7492] lr: 2.943e-03, eta: 1 day, 3:53:35, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4763, top5_acc: 0.7225, loss_cls: 6.0298, loss: 6.0298 2025-08-10 18:51:44,422 - pyskl - INFO - Epoch [127][4600/7492] lr: 2.939e-03, eta: 1 day, 3:52:38, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4653, top5_acc: 0.7216, loss_cls: 6.0529, loss: 6.0529 2025-08-10 18:52:40,970 - pyskl - INFO - Epoch [127][4700/7492] lr: 2.936e-03, eta: 1 day, 3:51:40, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4822, top5_acc: 0.7188, loss_cls: 6.0197, loss: 6.0197 2025-08-10 18:53:37,730 - pyskl - INFO - Epoch [127][4800/7492] lr: 2.933e-03, eta: 1 day, 3:50:43, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4753, top5_acc: 0.7381, loss_cls: 5.9364, loss: 5.9364 2025-08-10 18:54:35,231 - pyskl - INFO - Epoch [127][4900/7492] lr: 2.929e-03, eta: 1 day, 3:49:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4688, top5_acc: 0.7188, loss_cls: 6.0037, loss: 6.0037 2025-08-10 18:55:32,403 - pyskl - INFO - Epoch [127][5000/7492] lr: 2.926e-03, eta: 1 day, 3:48:49, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4722, top5_acc: 0.7256, loss_cls: 6.0451, loss: 6.0451 2025-08-10 18:56:29,379 - pyskl - INFO - Epoch [127][5100/7492] lr: 2.923e-03, eta: 1 day, 3:47:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4741, top5_acc: 0.7181, loss_cls: 5.9619, loss: 5.9619 2025-08-10 18:57:26,248 - pyskl - INFO - Epoch [127][5200/7492] lr: 2.920e-03, eta: 1 day, 3:46:54, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4775, top5_acc: 0.7309, loss_cls: 5.8907, loss: 5.8907 2025-08-10 18:58:23,639 - pyskl - INFO - Epoch [127][5300/7492] lr: 2.916e-03, eta: 1 day, 3:45:57, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4753, top5_acc: 0.7266, loss_cls: 6.0044, loss: 6.0044 2025-08-10 18:59:21,000 - pyskl - INFO - Epoch [127][5400/7492] lr: 2.913e-03, eta: 1 day, 3:44:59, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4728, top5_acc: 0.7244, loss_cls: 6.0353, loss: 6.0353 2025-08-10 19:00:18,102 - pyskl - INFO - Epoch [127][5500/7492] lr: 2.910e-03, eta: 1 day, 3:44:02, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4625, top5_acc: 0.7200, loss_cls: 5.9966, loss: 5.9966 2025-08-10 19:01:15,655 - pyskl - INFO - Epoch [127][5600/7492] lr: 2.907e-03, eta: 1 day, 3:43:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4763, top5_acc: 0.7238, loss_cls: 5.9802, loss: 5.9802 2025-08-10 19:02:12,999 - pyskl - INFO - Epoch [127][5700/7492] lr: 2.903e-03, eta: 1 day, 3:42:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4503, top5_acc: 0.7147, loss_cls: 6.2211, loss: 6.2211 2025-08-10 19:03:10,243 - pyskl - INFO - Epoch [127][5800/7492] lr: 2.900e-03, eta: 1 day, 3:41:10, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4775, top5_acc: 0.7284, loss_cls: 5.9321, loss: 5.9321 2025-08-10 19:04:07,015 - pyskl - INFO - Epoch [127][5900/7492] lr: 2.897e-03, eta: 1 day, 3:40:13, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4700, top5_acc: 0.7184, loss_cls: 6.0721, loss: 6.0721 2025-08-10 19:05:03,852 - pyskl - INFO - Epoch [127][6000/7492] lr: 2.893e-03, eta: 1 day, 3:39:16, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4788, top5_acc: 0.7316, loss_cls: 5.8928, loss: 5.8928 2025-08-10 19:06:00,639 - pyskl - INFO - Epoch [127][6100/7492] lr: 2.890e-03, eta: 1 day, 3:38:18, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4775, top5_acc: 0.7225, loss_cls: 6.0023, loss: 6.0023 2025-08-10 19:06:58,022 - pyskl - INFO - Epoch [127][6200/7492] lr: 2.887e-03, eta: 1 day, 3:37:21, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4916, top5_acc: 0.7366, loss_cls: 5.9030, loss: 5.9030 2025-08-10 19:07:54,700 - pyskl - INFO - Epoch [127][6300/7492] lr: 2.884e-03, eta: 1 day, 3:36:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4634, top5_acc: 0.7203, loss_cls: 5.9698, loss: 5.9698 2025-08-10 19:08:51,693 - pyskl - INFO - Epoch [127][6400/7492] lr: 2.880e-03, eta: 1 day, 3:35:26, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4681, top5_acc: 0.7197, loss_cls: 6.0241, loss: 6.0241 2025-08-10 19:09:48,404 - pyskl - INFO - Epoch [127][6500/7492] lr: 2.877e-03, eta: 1 day, 3:34:29, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4909, top5_acc: 0.7350, loss_cls: 5.8583, loss: 5.8583 2025-08-10 19:10:45,135 - pyskl - INFO - Epoch [127][6600/7492] lr: 2.874e-03, eta: 1 day, 3:33:31, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7325, loss_cls: 5.9801, loss: 5.9801 2025-08-10 19:11:42,710 - pyskl - INFO - Epoch [127][6700/7492] lr: 2.871e-03, eta: 1 day, 3:32:34, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4706, top5_acc: 0.7322, loss_cls: 5.9158, loss: 5.9158 2025-08-10 19:12:39,513 - pyskl - INFO - Epoch [127][6800/7492] lr: 2.867e-03, eta: 1 day, 3:31:37, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4731, top5_acc: 0.7184, loss_cls: 6.0640, loss: 6.0640 2025-08-10 19:13:36,508 - pyskl - INFO - Epoch [127][6900/7492] lr: 2.864e-03, eta: 1 day, 3:30:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4734, top5_acc: 0.7419, loss_cls: 5.9586, loss: 5.9586 2025-08-10 19:14:33,229 - pyskl - INFO - Epoch [127][7000/7492] lr: 2.861e-03, eta: 1 day, 3:29:42, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4744, top5_acc: 0.7238, loss_cls: 5.9736, loss: 5.9736 2025-08-10 19:15:29,886 - pyskl - INFO - Epoch [127][7100/7492] lr: 2.858e-03, eta: 1 day, 3:28:45, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4919, top5_acc: 0.7391, loss_cls: 5.8770, loss: 5.8770 2025-08-10 19:16:26,743 - pyskl - INFO - Epoch [127][7200/7492] lr: 2.854e-03, eta: 1 day, 3:27:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4775, top5_acc: 0.7300, loss_cls: 5.9566, loss: 5.9566 2025-08-10 19:17:23,204 - pyskl - INFO - Epoch [127][7300/7492] lr: 2.851e-03, eta: 1 day, 3:26:50, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4650, top5_acc: 0.7169, loss_cls: 6.0864, loss: 6.0864 2025-08-10 19:18:19,907 - pyskl - INFO - Epoch [127][7400/7492] lr: 2.848e-03, eta: 1 day, 3:25:53, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4594, top5_acc: 0.7272, loss_cls: 6.0457, loss: 6.0457 2025-08-10 19:19:13,587 - pyskl - INFO - Saving checkpoint at 127 epochs 2025-08-10 19:20:02,673 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 19:20:03,381 - pyskl - INFO - top1_acc 0.4151 top5_acc 0.6650 2025-08-10 19:20:03,381 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 19:20:03,450 - pyskl - INFO - mean_acc 0.4148 2025-08-10 19:20:03,520 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_126.pth was removed 2025-08-10 19:20:05,157 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_127.pth. 2025-08-10 19:20:05,159 - pyskl - INFO - Best top1_acc is 0.4151 at 127 epoch. 2025-08-10 19:20:05,259 - pyskl - INFO - Epoch(val) [127][617] top1_acc: 0.4151, top5_acc: 0.6650, mean_class_accuracy: 0.4148 2025-08-10 19:21:37,555 - pyskl - INFO - Epoch [128][100/7492] lr: 2.842e-03, eta: 1 day, 3:23:59, time: 0.923, data_time: 0.337, memory: 11068, top1_acc: 0.5000, top5_acc: 0.7488, loss_cls: 5.8486, loss: 5.8486 2025-08-10 19:22:35,974 - pyskl - INFO - Epoch [128][200/7492] lr: 2.838e-03, eta: 1 day, 3:23:02, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4981, top5_acc: 0.7406, loss_cls: 5.7658, loss: 5.7658 2025-08-10 19:23:34,737 - pyskl - INFO - Epoch [128][300/7492] lr: 2.835e-03, eta: 1 day, 3:22:05, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4894, top5_acc: 0.7353, loss_cls: 5.9379, loss: 5.9379 2025-08-10 19:24:33,069 - pyskl - INFO - Epoch [128][400/7492] lr: 2.832e-03, eta: 1 day, 3:21:08, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4903, top5_acc: 0.7312, loss_cls: 5.9299, loss: 5.9299 2025-08-10 19:25:31,367 - pyskl - INFO - Epoch [128][500/7492] lr: 2.829e-03, eta: 1 day, 3:20:11, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4891, top5_acc: 0.7384, loss_cls: 5.8688, loss: 5.8688 2025-08-10 19:26:28,220 - pyskl - INFO - Epoch [128][600/7492] lr: 2.826e-03, eta: 1 day, 3:19:14, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4931, top5_acc: 0.7453, loss_cls: 5.8426, loss: 5.8426 2025-08-10 19:27:25,256 - pyskl - INFO - Epoch [128][700/7492] lr: 2.822e-03, eta: 1 day, 3:18:16, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4859, top5_acc: 0.7416, loss_cls: 5.8673, loss: 5.8673 2025-08-10 19:28:21,855 - pyskl - INFO - Epoch [128][800/7492] lr: 2.819e-03, eta: 1 day, 3:17:19, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5031, top5_acc: 0.7334, loss_cls: 5.8072, loss: 5.8072 2025-08-10 19:29:18,663 - pyskl - INFO - Epoch [128][900/7492] lr: 2.816e-03, eta: 1 day, 3:16:22, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4872, top5_acc: 0.7412, loss_cls: 5.8953, loss: 5.8953 2025-08-10 19:30:15,485 - pyskl - INFO - Epoch [128][1000/7492] lr: 2.813e-03, eta: 1 day, 3:15:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4769, top5_acc: 0.7406, loss_cls: 5.9512, loss: 5.9512 2025-08-10 19:31:13,004 - pyskl - INFO - Epoch [128][1100/7492] lr: 2.809e-03, eta: 1 day, 3:14:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4969, top5_acc: 0.7519, loss_cls: 5.7713, loss: 5.7713 2025-08-10 19:32:10,563 - pyskl - INFO - Epoch [128][1200/7492] lr: 2.806e-03, eta: 1 day, 3:13:30, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4959, top5_acc: 0.7497, loss_cls: 5.8167, loss: 5.8167 2025-08-10 19:33:07,838 - pyskl - INFO - Epoch [128][1300/7492] lr: 2.803e-03, eta: 1 day, 3:12:33, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5003, top5_acc: 0.7425, loss_cls: 5.7725, loss: 5.7725 2025-08-10 19:34:05,570 - pyskl - INFO - Epoch [128][1400/7492] lr: 2.800e-03, eta: 1 day, 3:11:35, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4878, top5_acc: 0.7378, loss_cls: 5.8952, loss: 5.8952 2025-08-10 19:35:02,702 - pyskl - INFO - Epoch [128][1500/7492] lr: 2.797e-03, eta: 1 day, 3:10:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4769, top5_acc: 0.7350, loss_cls: 5.9285, loss: 5.9285 2025-08-10 19:36:00,297 - pyskl - INFO - Epoch [128][1600/7492] lr: 2.793e-03, eta: 1 day, 3:09:41, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4947, top5_acc: 0.7466, loss_cls: 5.8347, loss: 5.8347 2025-08-10 19:36:57,812 - pyskl - INFO - Epoch [128][1700/7492] lr: 2.790e-03, eta: 1 day, 3:08:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4916, top5_acc: 0.7281, loss_cls: 5.8048, loss: 5.8048 2025-08-10 19:37:54,219 - pyskl - INFO - Epoch [128][1800/7492] lr: 2.787e-03, eta: 1 day, 3:07:46, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4919, top5_acc: 0.7359, loss_cls: 5.9388, loss: 5.9388 2025-08-10 19:38:52,640 - pyskl - INFO - Epoch [128][1900/7492] lr: 2.784e-03, eta: 1 day, 3:06:49, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4844, top5_acc: 0.7350, loss_cls: 5.8781, loss: 5.8781 2025-08-10 19:39:51,183 - pyskl - INFO - Epoch [128][2000/7492] lr: 2.781e-03, eta: 1 day, 3:05:52, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4738, top5_acc: 0.7366, loss_cls: 6.0497, loss: 6.0497 2025-08-10 19:40:49,362 - pyskl - INFO - Epoch [128][2100/7492] lr: 2.777e-03, eta: 1 day, 3:04:55, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4881, top5_acc: 0.7472, loss_cls: 5.7752, loss: 5.7752 2025-08-10 19:41:46,219 - pyskl - INFO - Epoch [128][2200/7492] lr: 2.774e-03, eta: 1 day, 3:03:58, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4809, top5_acc: 0.7366, loss_cls: 5.8666, loss: 5.8666 2025-08-10 19:42:42,544 - pyskl - INFO - Epoch [128][2300/7492] lr: 2.771e-03, eta: 1 day, 3:03:00, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.4913, top5_acc: 0.7506, loss_cls: 5.8469, loss: 5.8469 2025-08-10 19:43:39,188 - pyskl - INFO - Epoch [128][2400/7492] lr: 2.768e-03, eta: 1 day, 3:02:03, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4888, top5_acc: 0.7403, loss_cls: 5.8005, loss: 5.8005 2025-08-10 19:44:35,859 - pyskl - INFO - Epoch [128][2500/7492] lr: 2.765e-03, eta: 1 day, 3:01:05, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4884, top5_acc: 0.7353, loss_cls: 5.9207, loss: 5.9207 2025-08-10 19:45:32,334 - pyskl - INFO - Epoch [128][2600/7492] lr: 2.761e-03, eta: 1 day, 3:00:08, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4778, top5_acc: 0.7244, loss_cls: 5.9505, loss: 5.9505 2025-08-10 19:46:29,059 - pyskl - INFO - Epoch [128][2700/7492] lr: 2.758e-03, eta: 1 day, 2:59:11, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7241, loss_cls: 5.9334, loss: 5.9334 2025-08-10 19:47:25,697 - pyskl - INFO - Epoch [128][2800/7492] lr: 2.755e-03, eta: 1 day, 2:58:13, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4875, top5_acc: 0.7353, loss_cls: 5.8897, loss: 5.8897 2025-08-10 19:48:22,557 - pyskl - INFO - Epoch [128][2900/7492] lr: 2.752e-03, eta: 1 day, 2:57:16, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4794, top5_acc: 0.7338, loss_cls: 5.8844, loss: 5.8844 2025-08-10 19:49:19,373 - pyskl - INFO - Epoch [128][3000/7492] lr: 2.749e-03, eta: 1 day, 2:56:18, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5053, top5_acc: 0.7419, loss_cls: 5.7706, loss: 5.7706 2025-08-10 19:50:15,729 - pyskl - INFO - Epoch [128][3100/7492] lr: 2.745e-03, eta: 1 day, 2:55:21, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.4825, top5_acc: 0.7469, loss_cls: 5.9038, loss: 5.9038 2025-08-10 19:51:14,091 - pyskl - INFO - Epoch [128][3200/7492] lr: 2.742e-03, eta: 1 day, 2:54:24, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4850, top5_acc: 0.7391, loss_cls: 5.9270, loss: 5.9270 2025-08-10 19:52:12,073 - pyskl - INFO - Epoch [128][3300/7492] lr: 2.739e-03, eta: 1 day, 2:53:27, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4744, top5_acc: 0.7344, loss_cls: 5.9633, loss: 5.9633 2025-08-10 19:53:09,164 - pyskl - INFO - Epoch [128][3400/7492] lr: 2.736e-03, eta: 1 day, 2:52:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4819, top5_acc: 0.7278, loss_cls: 6.0077, loss: 6.0077 2025-08-10 19:54:05,867 - pyskl - INFO - Epoch [128][3500/7492] lr: 2.733e-03, eta: 1 day, 2:51:32, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5041, top5_acc: 0.7631, loss_cls: 5.6852, loss: 5.6852 2025-08-10 19:55:03,898 - pyskl - INFO - Epoch [128][3600/7492] lr: 2.730e-03, eta: 1 day, 2:50:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4828, top5_acc: 0.7375, loss_cls: 5.8963, loss: 5.8963 2025-08-10 19:56:01,579 - pyskl - INFO - Epoch [128][3700/7492] lr: 2.726e-03, eta: 1 day, 2:49:38, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4753, top5_acc: 0.7419, loss_cls: 5.9916, loss: 5.9916 2025-08-10 19:56:59,537 - pyskl - INFO - Epoch [128][3800/7492] lr: 2.723e-03, eta: 1 day, 2:48:41, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4775, top5_acc: 0.7309, loss_cls: 5.9001, loss: 5.9001 2025-08-10 19:57:57,691 - pyskl - INFO - Epoch [128][3900/7492] lr: 2.720e-03, eta: 1 day, 2:47:43, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4956, top5_acc: 0.7478, loss_cls: 5.8043, loss: 5.8043 2025-08-10 19:58:55,017 - pyskl - INFO - Epoch [128][4000/7492] lr: 2.717e-03, eta: 1 day, 2:46:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4875, top5_acc: 0.7366, loss_cls: 5.9344, loss: 5.9344 2025-08-10 19:59:52,420 - pyskl - INFO - Epoch [128][4100/7492] lr: 2.714e-03, eta: 1 day, 2:45:49, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4866, top5_acc: 0.7453, loss_cls: 5.9229, loss: 5.9229 2025-08-10 20:00:49,520 - pyskl - INFO - Epoch [128][4200/7492] lr: 2.710e-03, eta: 1 day, 2:44:52, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4925, top5_acc: 0.7341, loss_cls: 5.8523, loss: 5.8523 2025-08-10 20:01:46,200 - pyskl - INFO - Epoch [128][4300/7492] lr: 2.707e-03, eta: 1 day, 2:43:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4788, top5_acc: 0.7344, loss_cls: 5.9802, loss: 5.9802 2025-08-10 20:02:42,884 - pyskl - INFO - Epoch [128][4400/7492] lr: 2.704e-03, eta: 1 day, 2:42:57, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5019, top5_acc: 0.7441, loss_cls: 5.7883, loss: 5.7883 2025-08-10 20:03:39,369 - pyskl - INFO - Epoch [128][4500/7492] lr: 2.701e-03, eta: 1 day, 2:41:59, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4559, top5_acc: 0.7247, loss_cls: 6.0122, loss: 6.0122 2025-08-10 20:04:36,236 - pyskl - INFO - Epoch [128][4600/7492] lr: 2.698e-03, eta: 1 day, 2:41:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4838, top5_acc: 0.7297, loss_cls: 5.9830, loss: 5.9830 2025-08-10 20:05:32,911 - pyskl - INFO - Epoch [128][4700/7492] lr: 2.695e-03, eta: 1 day, 2:40:05, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4809, top5_acc: 0.7253, loss_cls: 6.0001, loss: 6.0001 2025-08-10 20:06:29,615 - pyskl - INFO - Epoch [128][4800/7492] lr: 2.692e-03, eta: 1 day, 2:39:07, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4791, top5_acc: 0.7372, loss_cls: 5.9855, loss: 5.9855 2025-08-10 20:07:26,748 - pyskl - INFO - Epoch [128][4900/7492] lr: 2.688e-03, eta: 1 day, 2:38:10, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4884, top5_acc: 0.7428, loss_cls: 5.8596, loss: 5.8596 2025-08-10 20:08:23,735 - pyskl - INFO - Epoch [128][5000/7492] lr: 2.685e-03, eta: 1 day, 2:37:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5041, top5_acc: 0.7403, loss_cls: 5.9361, loss: 5.9361 2025-08-10 20:09:21,310 - pyskl - INFO - Epoch [128][5100/7492] lr: 2.682e-03, eta: 1 day, 2:36:15, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4791, top5_acc: 0.7312, loss_cls: 6.0261, loss: 6.0261 2025-08-10 20:10:18,896 - pyskl - INFO - Epoch [128][5200/7492] lr: 2.679e-03, eta: 1 day, 2:35:18, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4597, top5_acc: 0.7278, loss_cls: 6.0012, loss: 6.0012 2025-08-10 20:11:15,748 - pyskl - INFO - Epoch [128][5300/7492] lr: 2.676e-03, eta: 1 day, 2:34:21, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4809, top5_acc: 0.7362, loss_cls: 5.8921, loss: 5.8921 2025-08-10 20:12:13,353 - pyskl - INFO - Epoch [128][5400/7492] lr: 2.673e-03, eta: 1 day, 2:33:24, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4950, top5_acc: 0.7434, loss_cls: 5.7651, loss: 5.7651 2025-08-10 20:13:10,403 - pyskl - INFO - Epoch [128][5500/7492] lr: 2.669e-03, eta: 1 day, 2:32:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4769, top5_acc: 0.7284, loss_cls: 5.9604, loss: 5.9604 2025-08-10 20:14:08,102 - pyskl - INFO - Epoch [128][5600/7492] lr: 2.666e-03, eta: 1 day, 2:31:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4956, top5_acc: 0.7466, loss_cls: 5.9312, loss: 5.9312 2025-08-10 20:15:06,576 - pyskl - INFO - Epoch [128][5700/7492] lr: 2.663e-03, eta: 1 day, 2:30:32, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4828, top5_acc: 0.7284, loss_cls: 5.9791, loss: 5.9791 2025-08-10 20:16:04,876 - pyskl - INFO - Epoch [128][5800/7492] lr: 2.660e-03, eta: 1 day, 2:29:35, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4719, top5_acc: 0.7241, loss_cls: 6.0405, loss: 6.0405 2025-08-10 20:17:04,259 - pyskl - INFO - Epoch [128][5900/7492] lr: 2.657e-03, eta: 1 day, 2:28:38, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.4822, top5_acc: 0.7344, loss_cls: 5.9370, loss: 5.9370 2025-08-10 20:18:02,936 - pyskl - INFO - Epoch [128][6000/7492] lr: 2.654e-03, eta: 1 day, 2:27:41, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4756, top5_acc: 0.7388, loss_cls: 5.9186, loss: 5.9186 2025-08-10 20:19:01,254 - pyskl - INFO - Epoch [128][6100/7492] lr: 2.651e-03, eta: 1 day, 2:26:44, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4891, top5_acc: 0.7406, loss_cls: 6.0129, loss: 6.0129 2025-08-10 20:19:59,092 - pyskl - INFO - Epoch [128][6200/7492] lr: 2.648e-03, eta: 1 day, 2:25:47, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4775, top5_acc: 0.7256, loss_cls: 5.8893, loss: 5.8893 2025-08-10 20:20:57,399 - pyskl - INFO - Epoch [128][6300/7492] lr: 2.644e-03, eta: 1 day, 2:24:50, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4809, top5_acc: 0.7262, loss_cls: 5.9698, loss: 5.9698 2025-08-10 20:21:55,953 - pyskl - INFO - Epoch [128][6400/7492] lr: 2.641e-03, eta: 1 day, 2:23:53, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4847, top5_acc: 0.7347, loss_cls: 5.9254, loss: 5.9254 2025-08-10 20:22:54,448 - pyskl - INFO - Epoch [128][6500/7492] lr: 2.638e-03, eta: 1 day, 2:22:56, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 5.9093, loss: 5.9093 2025-08-10 20:23:53,168 - pyskl - INFO - Epoch [128][6600/7492] lr: 2.635e-03, eta: 1 day, 2:21:59, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4794, top5_acc: 0.7231, loss_cls: 6.0255, loss: 6.0255 2025-08-10 20:24:50,622 - pyskl - INFO - Epoch [128][6700/7492] lr: 2.632e-03, eta: 1 day, 2:21:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4816, top5_acc: 0.7359, loss_cls: 5.9094, loss: 5.9094 2025-08-10 20:25:48,611 - pyskl - INFO - Epoch [128][6800/7492] lr: 2.629e-03, eta: 1 day, 2:20:04, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4784, top5_acc: 0.7322, loss_cls: 5.9436, loss: 5.9436 2025-08-10 20:26:46,540 - pyskl - INFO - Epoch [128][6900/7492] lr: 2.626e-03, eta: 1 day, 2:19:07, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4869, top5_acc: 0.7306, loss_cls: 5.9421, loss: 5.9421 2025-08-10 20:27:43,477 - pyskl - INFO - Epoch [128][7000/7492] lr: 2.623e-03, eta: 1 day, 2:18:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4794, top5_acc: 0.7403, loss_cls: 5.9041, loss: 5.9041 2025-08-10 20:28:40,914 - pyskl - INFO - Epoch [128][7100/7492] lr: 2.619e-03, eta: 1 day, 2:17:12, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4791, top5_acc: 0.7244, loss_cls: 6.1029, loss: 6.1029 2025-08-10 20:29:38,927 - pyskl - INFO - Epoch [128][7200/7492] lr: 2.616e-03, eta: 1 day, 2:16:15, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4653, top5_acc: 0.7200, loss_cls: 6.0641, loss: 6.0641 2025-08-10 20:30:36,662 - pyskl - INFO - Epoch [128][7300/7492] lr: 2.613e-03, eta: 1 day, 2:15:18, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4753, top5_acc: 0.7188, loss_cls: 6.0086, loss: 6.0086 2025-08-10 20:31:34,609 - pyskl - INFO - Epoch [128][7400/7492] lr: 2.610e-03, eta: 1 day, 2:14:21, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 6.0415, loss: 6.0415 2025-08-10 20:32:30,072 - pyskl - INFO - Saving checkpoint at 128 epochs 2025-08-10 20:33:18,896 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 20:33:19,561 - pyskl - INFO - top1_acc 0.4159 top5_acc 0.6722 2025-08-10 20:33:19,561 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 20:33:19,612 - pyskl - INFO - mean_acc 0.4158 2025-08-10 20:33:19,683 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_127.pth was removed 2025-08-10 20:33:21,258 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_128.pth. 2025-08-10 20:33:21,259 - pyskl - INFO - Best top1_acc is 0.4159 at 128 epoch. 2025-08-10 20:33:21,287 - pyskl - INFO - Epoch(val) [128][617] top1_acc: 0.4159, top5_acc: 0.6722, mean_class_accuracy: 0.4158 2025-08-10 20:34:51,303 - pyskl - INFO - Epoch [129][100/7492] lr: 2.604e-03, eta: 1 day, 2:12:27, time: 0.900, data_time: 0.326, memory: 11068, top1_acc: 0.5106, top5_acc: 0.7662, loss_cls: 5.7631, loss: 5.7631 2025-08-10 20:35:48,680 - pyskl - INFO - Epoch [129][200/7492] lr: 2.601e-03, eta: 1 day, 2:11:30, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5228, top5_acc: 0.7681, loss_cls: 5.5590, loss: 5.5590 2025-08-10 20:36:45,855 - pyskl - INFO - Epoch [129][300/7492] lr: 2.598e-03, eta: 1 day, 2:10:33, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4972, top5_acc: 0.7472, loss_cls: 5.7578, loss: 5.7578 2025-08-10 20:37:42,847 - pyskl - INFO - Epoch [129][400/7492] lr: 2.595e-03, eta: 1 day, 2:09:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4853, top5_acc: 0.7375, loss_cls: 5.9376, loss: 5.9376 2025-08-10 20:38:39,689 - pyskl - INFO - Epoch [129][500/7492] lr: 2.592e-03, eta: 1 day, 2:08:38, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4922, top5_acc: 0.7372, loss_cls: 5.8455, loss: 5.8455 2025-08-10 20:39:36,805 - pyskl - INFO - Epoch [129][600/7492] lr: 2.589e-03, eta: 1 day, 2:07:41, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5038, top5_acc: 0.7591, loss_cls: 5.8224, loss: 5.8224 2025-08-10 20:40:33,484 - pyskl - INFO - Epoch [129][700/7492] lr: 2.586e-03, eta: 1 day, 2:06:44, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 5.7545, loss: 5.7545 2025-08-10 20:41:30,331 - pyskl - INFO - Epoch [129][800/7492] lr: 2.582e-03, eta: 1 day, 2:05:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5066, top5_acc: 0.7478, loss_cls: 5.8009, loss: 5.8009 2025-08-10 20:42:28,427 - pyskl - INFO - Epoch [129][900/7492] lr: 2.579e-03, eta: 1 day, 2:04:49, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4913, top5_acc: 0.7462, loss_cls: 5.7935, loss: 5.7935 2025-08-10 20:43:26,446 - pyskl - INFO - Epoch [129][1000/7492] lr: 2.576e-03, eta: 1 day, 2:03:52, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4884, top5_acc: 0.7447, loss_cls: 5.8963, loss: 5.8963 2025-08-10 20:44:23,742 - pyskl - INFO - Epoch [129][1100/7492] lr: 2.573e-03, eta: 1 day, 2:02:55, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4859, top5_acc: 0.7422, loss_cls: 5.8804, loss: 5.8804 2025-08-10 20:45:22,627 - pyskl - INFO - Epoch [129][1200/7492] lr: 2.570e-03, eta: 1 day, 2:01:58, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4944, top5_acc: 0.7375, loss_cls: 5.8645, loss: 5.8645 2025-08-10 20:46:21,388 - pyskl - INFO - Epoch [129][1300/7492] lr: 2.567e-03, eta: 1 day, 2:01:01, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4884, top5_acc: 0.7453, loss_cls: 5.8808, loss: 5.8808 2025-08-10 20:47:20,244 - pyskl - INFO - Epoch [129][1400/7492] lr: 2.564e-03, eta: 1 day, 2:00:04, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4788, top5_acc: 0.7416, loss_cls: 5.9022, loss: 5.9022 2025-08-10 20:48:19,266 - pyskl - INFO - Epoch [129][1500/7492] lr: 2.561e-03, eta: 1 day, 1:59:07, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.5088, top5_acc: 0.7469, loss_cls: 5.6972, loss: 5.6972 2025-08-10 20:49:18,063 - pyskl - INFO - Epoch [129][1600/7492] lr: 2.558e-03, eta: 1 day, 1:58:10, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4863, top5_acc: 0.7275, loss_cls: 5.9210, loss: 5.9210 2025-08-10 20:50:15,562 - pyskl - INFO - Epoch [129][1700/7492] lr: 2.555e-03, eta: 1 day, 1:57:12, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5112, top5_acc: 0.7478, loss_cls: 5.8310, loss: 5.8310 2025-08-10 20:51:12,834 - pyskl - INFO - Epoch [129][1800/7492] lr: 2.552e-03, eta: 1 day, 1:56:15, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4972, top5_acc: 0.7462, loss_cls: 5.8974, loss: 5.8974 2025-08-10 20:52:10,189 - pyskl - INFO - Epoch [129][1900/7492] lr: 2.549e-03, eta: 1 day, 1:55:18, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4978, top5_acc: 0.7531, loss_cls: 5.7723, loss: 5.7723 2025-08-10 20:53:07,789 - pyskl - INFO - Epoch [129][2000/7492] lr: 2.545e-03, eta: 1 day, 1:54:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4759, top5_acc: 0.7356, loss_cls: 5.8898, loss: 5.8898 2025-08-10 20:54:05,504 - pyskl - INFO - Epoch [129][2100/7492] lr: 2.542e-03, eta: 1 day, 1:53:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4825, top5_acc: 0.7347, loss_cls: 5.8872, loss: 5.8872 2025-08-10 20:55:03,017 - pyskl - INFO - Epoch [129][2200/7492] lr: 2.539e-03, eta: 1 day, 1:52:26, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4975, top5_acc: 0.7431, loss_cls: 5.7824, loss: 5.7824 2025-08-10 20:56:00,224 - pyskl - INFO - Epoch [129][2300/7492] lr: 2.536e-03, eta: 1 day, 1:51:29, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4847, top5_acc: 0.7397, loss_cls: 5.8846, loss: 5.8846 2025-08-10 20:56:58,214 - pyskl - INFO - Epoch [129][2400/7492] lr: 2.533e-03, eta: 1 day, 1:50:32, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4847, top5_acc: 0.7434, loss_cls: 5.8735, loss: 5.8735 2025-08-10 20:57:55,871 - pyskl - INFO - Epoch [129][2500/7492] lr: 2.530e-03, eta: 1 day, 1:49:35, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5109, top5_acc: 0.7619, loss_cls: 5.6668, loss: 5.6668 2025-08-10 20:58:53,396 - pyskl - INFO - Epoch [129][2600/7492] lr: 2.527e-03, eta: 1 day, 1:48:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4906, top5_acc: 0.7497, loss_cls: 5.8571, loss: 5.8571 2025-08-10 20:59:49,705 - pyskl - INFO - Epoch [129][2700/7492] lr: 2.524e-03, eta: 1 day, 1:47:40, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.4909, top5_acc: 0.7366, loss_cls: 5.9208, loss: 5.9208 2025-08-10 21:00:47,269 - pyskl - INFO - Epoch [129][2800/7492] lr: 2.521e-03, eta: 1 day, 1:46:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4888, top5_acc: 0.7456, loss_cls: 5.8448, loss: 5.8448 2025-08-10 21:01:44,633 - pyskl - INFO - Epoch [129][2900/7492] lr: 2.518e-03, eta: 1 day, 1:45:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4834, top5_acc: 0.7344, loss_cls: 5.9405, loss: 5.9405 2025-08-10 21:02:41,375 - pyskl - INFO - Epoch [129][3000/7492] lr: 2.515e-03, eta: 1 day, 1:44:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4872, top5_acc: 0.7381, loss_cls: 5.8411, loss: 5.8411 2025-08-10 21:03:38,088 - pyskl - INFO - Epoch [129][3100/7492] lr: 2.512e-03, eta: 1 day, 1:43:51, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4784, top5_acc: 0.7397, loss_cls: 5.9510, loss: 5.9510 2025-08-10 21:04:35,674 - pyskl - INFO - Epoch [129][3200/7492] lr: 2.509e-03, eta: 1 day, 1:42:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4850, top5_acc: 0.7500, loss_cls: 5.8717, loss: 5.8717 2025-08-10 21:05:34,550 - pyskl - INFO - Epoch [129][3300/7492] lr: 2.506e-03, eta: 1 day, 1:41:56, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4856, top5_acc: 0.7416, loss_cls: 5.8729, loss: 5.8729 2025-08-10 21:06:32,864 - pyskl - INFO - Epoch [129][3400/7492] lr: 2.503e-03, eta: 1 day, 1:40:59, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4913, top5_acc: 0.7450, loss_cls: 5.8329, loss: 5.8329 2025-08-10 21:07:30,411 - pyskl - INFO - Epoch [129][3500/7492] lr: 2.500e-03, eta: 1 day, 1:40:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4953, top5_acc: 0.7400, loss_cls: 5.9041, loss: 5.9041 2025-08-10 21:08:28,105 - pyskl - INFO - Epoch [129][3600/7492] lr: 2.497e-03, eta: 1 day, 1:39:05, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4963, top5_acc: 0.7509, loss_cls: 5.8248, loss: 5.8248 2025-08-10 21:09:26,330 - pyskl - INFO - Epoch [129][3700/7492] lr: 2.493e-03, eta: 1 day, 1:38:08, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4981, top5_acc: 0.7359, loss_cls: 5.9518, loss: 5.9518 2025-08-10 21:10:23,522 - pyskl - INFO - Epoch [129][3800/7492] lr: 2.490e-03, eta: 1 day, 1:37:10, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4991, top5_acc: 0.7478, loss_cls: 5.8307, loss: 5.8307 2025-08-10 21:11:22,327 - pyskl - INFO - Epoch [129][3900/7492] lr: 2.487e-03, eta: 1 day, 1:36:13, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4841, top5_acc: 0.7459, loss_cls: 5.8609, loss: 5.8609 2025-08-10 21:12:20,774 - pyskl - INFO - Epoch [129][4000/7492] lr: 2.484e-03, eta: 1 day, 1:35:16, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4772, top5_acc: 0.7312, loss_cls: 5.9588, loss: 5.9588 2025-08-10 21:13:17,467 - pyskl - INFO - Epoch [129][4100/7492] lr: 2.481e-03, eta: 1 day, 1:34:19, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5128, top5_acc: 0.7447, loss_cls: 5.7568, loss: 5.7568 2025-08-10 21:14:14,000 - pyskl - INFO - Epoch [129][4200/7492] lr: 2.478e-03, eta: 1 day, 1:33:22, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4944, top5_acc: 0.7462, loss_cls: 5.8079, loss: 5.8079 2025-08-10 21:15:11,161 - pyskl - INFO - Epoch [129][4300/7492] lr: 2.475e-03, eta: 1 day, 1:32:24, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4972, top5_acc: 0.7372, loss_cls: 5.8861, loss: 5.8861 2025-08-10 21:16:08,231 - pyskl - INFO - Epoch [129][4400/7492] lr: 2.472e-03, eta: 1 day, 1:31:27, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4791, top5_acc: 0.7344, loss_cls: 5.9441, loss: 5.9441 2025-08-10 21:17:05,141 - pyskl - INFO - Epoch [129][4500/7492] lr: 2.469e-03, eta: 1 day, 1:30:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4813, top5_acc: 0.7231, loss_cls: 5.9075, loss: 5.9075 2025-08-10 21:18:02,124 - pyskl - INFO - Epoch [129][4600/7492] lr: 2.466e-03, eta: 1 day, 1:29:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4875, top5_acc: 0.7400, loss_cls: 5.7678, loss: 5.7678 2025-08-10 21:18:59,018 - pyskl - INFO - Epoch [129][4700/7492] lr: 2.463e-03, eta: 1 day, 1:28:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4909, top5_acc: 0.7434, loss_cls: 5.8017, loss: 5.8017 2025-08-10 21:19:56,365 - pyskl - INFO - Epoch [129][4800/7492] lr: 2.460e-03, eta: 1 day, 1:27:38, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5025, top5_acc: 0.7553, loss_cls: 5.7983, loss: 5.7983 2025-08-10 21:20:54,793 - pyskl - INFO - Epoch [129][4900/7492] lr: 2.457e-03, eta: 1 day, 1:26:41, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4788, top5_acc: 0.7278, loss_cls: 5.8659, loss: 5.8659 2025-08-10 21:21:52,326 - pyskl - INFO - Epoch [129][5000/7492] lr: 2.454e-03, eta: 1 day, 1:25:43, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4766, top5_acc: 0.7272, loss_cls: 5.9820, loss: 5.9820 2025-08-10 21:22:50,008 - pyskl - INFO - Epoch [129][5100/7492] lr: 2.451e-03, eta: 1 day, 1:24:46, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4800, top5_acc: 0.7203, loss_cls: 6.0078, loss: 6.0078 2025-08-10 21:23:47,323 - pyskl - INFO - Epoch [129][5200/7492] lr: 2.448e-03, eta: 1 day, 1:23:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4831, top5_acc: 0.7366, loss_cls: 5.8968, loss: 5.8968 2025-08-10 21:24:44,094 - pyskl - INFO - Epoch [129][5300/7492] lr: 2.445e-03, eta: 1 day, 1:22:51, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.4897, top5_acc: 0.7472, loss_cls: 5.8272, loss: 5.8272 2025-08-10 21:25:41,853 - pyskl - INFO - Epoch [129][5400/7492] lr: 2.442e-03, eta: 1 day, 1:21:54, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4822, top5_acc: 0.7403, loss_cls: 6.0052, loss: 6.0052 2025-08-10 21:26:39,461 - pyskl - INFO - Epoch [129][5500/7492] lr: 2.439e-03, eta: 1 day, 1:20:57, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4934, top5_acc: 0.7569, loss_cls: 5.7258, loss: 5.7258 2025-08-10 21:27:36,621 - pyskl - INFO - Epoch [129][5600/7492] lr: 2.436e-03, eta: 1 day, 1:20:00, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4850, top5_acc: 0.7288, loss_cls: 5.9612, loss: 5.9612 2025-08-10 21:28:33,923 - pyskl - INFO - Epoch [129][5700/7492] lr: 2.433e-03, eta: 1 day, 1:19:02, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.4806, top5_acc: 0.7388, loss_cls: 5.9350, loss: 5.9350 2025-08-10 21:29:31,349 - pyskl - INFO - Epoch [129][5800/7492] lr: 2.430e-03, eta: 1 day, 1:18:05, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5072, top5_acc: 0.7494, loss_cls: 5.7361, loss: 5.7361 2025-08-10 21:30:28,521 - pyskl - INFO - Epoch [129][5900/7492] lr: 2.427e-03, eta: 1 day, 1:17:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4759, top5_acc: 0.7362, loss_cls: 5.9162, loss: 5.9162 2025-08-10 21:31:25,608 - pyskl - INFO - Epoch [129][6000/7492] lr: 2.424e-03, eta: 1 day, 1:16:11, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4841, top5_acc: 0.7416, loss_cls: 5.9322, loss: 5.9322 2025-08-10 21:32:23,090 - pyskl - INFO - Epoch [129][6100/7492] lr: 2.421e-03, eta: 1 day, 1:15:13, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4900, top5_acc: 0.7294, loss_cls: 5.9434, loss: 5.9434 2025-08-10 21:33:20,726 - pyskl - INFO - Epoch [129][6200/7492] lr: 2.418e-03, eta: 1 day, 1:14:16, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4909, top5_acc: 0.7306, loss_cls: 5.9215, loss: 5.9215 2025-08-10 21:34:19,389 - pyskl - INFO - Epoch [129][6300/7492] lr: 2.415e-03, eta: 1 day, 1:13:19, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4944, top5_acc: 0.7412, loss_cls: 5.8541, loss: 5.8541 2025-08-10 21:35:17,357 - pyskl - INFO - Epoch [129][6400/7492] lr: 2.412e-03, eta: 1 day, 1:12:22, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 5.8100, loss: 5.8100 2025-08-10 21:36:14,232 - pyskl - INFO - Epoch [129][6500/7492] lr: 2.409e-03, eta: 1 day, 1:11:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4916, top5_acc: 0.7344, loss_cls: 5.9367, loss: 5.9367 2025-08-10 21:37:10,937 - pyskl - INFO - Epoch [129][6600/7492] lr: 2.406e-03, eta: 1 day, 1:10:27, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4756, top5_acc: 0.7253, loss_cls: 5.8816, loss: 5.8816 2025-08-10 21:38:08,457 - pyskl - INFO - Epoch [129][6700/7492] lr: 2.403e-03, eta: 1 day, 1:09:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4838, top5_acc: 0.7431, loss_cls: 5.8110, loss: 5.8110 2025-08-10 21:39:05,814 - pyskl - INFO - Epoch [129][6800/7492] lr: 2.400e-03, eta: 1 day, 1:08:33, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4809, top5_acc: 0.7447, loss_cls: 5.9401, loss: 5.9401 2025-08-10 21:40:02,712 - pyskl - INFO - Epoch [129][6900/7492] lr: 2.397e-03, eta: 1 day, 1:07:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4909, top5_acc: 0.7422, loss_cls: 5.8434, loss: 5.8434 2025-08-10 21:40:59,733 - pyskl - INFO - Epoch [129][7000/7492] lr: 2.394e-03, eta: 1 day, 1:06:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.4700, top5_acc: 0.7141, loss_cls: 6.0261, loss: 6.0261 2025-08-10 21:41:57,325 - pyskl - INFO - Epoch [129][7100/7492] lr: 2.391e-03, eta: 1 day, 1:05:41, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4713, top5_acc: 0.7341, loss_cls: 5.8976, loss: 5.8976 2025-08-10 21:42:55,000 - pyskl - INFO - Epoch [129][7200/7492] lr: 2.388e-03, eta: 1 day, 1:04:44, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4856, top5_acc: 0.7372, loss_cls: 5.8399, loss: 5.8399 2025-08-10 21:43:53,097 - pyskl - INFO - Epoch [129][7300/7492] lr: 2.385e-03, eta: 1 day, 1:03:46, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4950, top5_acc: 0.7406, loss_cls: 5.8548, loss: 5.8548 2025-08-10 21:44:51,050 - pyskl - INFO - Epoch [129][7400/7492] lr: 2.382e-03, eta: 1 day, 1:02:49, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 5.9076, loss: 5.9076 2025-08-10 21:45:45,107 - pyskl - INFO - Saving checkpoint at 129 epochs 2025-08-10 21:46:35,135 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 21:46:35,794 - pyskl - INFO - top1_acc 0.4251 top5_acc 0.6773 2025-08-10 21:46:35,795 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 21:46:35,837 - pyskl - INFO - mean_acc 0.4247 2025-08-10 21:46:35,902 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_128.pth was removed 2025-08-10 21:46:37,637 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_129.pth. 2025-08-10 21:46:37,638 - pyskl - INFO - Best top1_acc is 0.4251 at 129 epoch. 2025-08-10 21:46:37,655 - pyskl - INFO - Epoch(val) [129][617] top1_acc: 0.4251, top5_acc: 0.6773, mean_class_accuracy: 0.4247 2025-08-10 21:48:07,722 - pyskl - INFO - Epoch [130][100/7492] lr: 2.376e-03, eta: 1 day, 1:00:56, time: 0.901, data_time: 0.326, memory: 11068, top1_acc: 0.5144, top5_acc: 0.7497, loss_cls: 5.7500, loss: 5.7500 2025-08-10 21:49:06,384 - pyskl - INFO - Epoch [130][200/7492] lr: 2.373e-03, eta: 1 day, 0:59:59, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5081, top5_acc: 0.7534, loss_cls: 5.8043, loss: 5.8043 2025-08-10 21:50:04,420 - pyskl - INFO - Epoch [130][300/7492] lr: 2.370e-03, eta: 1 day, 0:59:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4959, top5_acc: 0.7416, loss_cls: 5.8096, loss: 5.8096 2025-08-10 21:51:01,320 - pyskl - INFO - Epoch [130][400/7492] lr: 2.367e-03, eta: 1 day, 0:58:05, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4903, top5_acc: 0.7397, loss_cls: 5.8122, loss: 5.8122 2025-08-10 21:51:58,272 - pyskl - INFO - Epoch [130][500/7492] lr: 2.364e-03, eta: 1 day, 0:57:07, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5075, top5_acc: 0.7494, loss_cls: 5.7548, loss: 5.7548 2025-08-10 21:52:56,228 - pyskl - INFO - Epoch [130][600/7492] lr: 2.362e-03, eta: 1 day, 0:56:10, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4866, top5_acc: 0.7503, loss_cls: 5.8564, loss: 5.8564 2025-08-10 21:53:53,386 - pyskl - INFO - Epoch [130][700/7492] lr: 2.359e-03, eta: 1 day, 0:55:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 5.8330, loss: 5.8330 2025-08-10 21:54:52,787 - pyskl - INFO - Epoch [130][800/7492] lr: 2.356e-03, eta: 1 day, 0:54:16, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.5028, top5_acc: 0.7578, loss_cls: 5.7169, loss: 5.7169 2025-08-10 21:55:51,075 - pyskl - INFO - Epoch [130][900/7492] lr: 2.353e-03, eta: 1 day, 0:53:19, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5141, top5_acc: 0.7628, loss_cls: 5.6872, loss: 5.6872 2025-08-10 21:56:48,799 - pyskl - INFO - Epoch [130][1000/7492] lr: 2.350e-03, eta: 1 day, 0:52:22, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5012, top5_acc: 0.7556, loss_cls: 5.6986, loss: 5.6986 2025-08-10 21:57:47,454 - pyskl - INFO - Epoch [130][1100/7492] lr: 2.347e-03, eta: 1 day, 0:51:24, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5047, top5_acc: 0.7691, loss_cls: 5.6960, loss: 5.6960 2025-08-10 21:58:45,745 - pyskl - INFO - Epoch [130][1200/7492] lr: 2.344e-03, eta: 1 day, 0:50:27, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5022, top5_acc: 0.7481, loss_cls: 5.6927, loss: 5.6927 2025-08-10 21:59:44,448 - pyskl - INFO - Epoch [130][1300/7492] lr: 2.341e-03, eta: 1 day, 0:49:30, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5134, top5_acc: 0.7572, loss_cls: 5.7075, loss: 5.7075 2025-08-10 22:00:43,005 - pyskl - INFO - Epoch [130][1400/7492] lr: 2.338e-03, eta: 1 day, 0:48:33, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5059, top5_acc: 0.7628, loss_cls: 5.6658, loss: 5.6658 2025-08-10 22:01:41,478 - pyskl - INFO - Epoch [130][1500/7492] lr: 2.335e-03, eta: 1 day, 0:47:36, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4913, top5_acc: 0.7591, loss_cls: 5.7768, loss: 5.7768 2025-08-10 22:02:39,615 - pyskl - INFO - Epoch [130][1600/7492] lr: 2.332e-03, eta: 1 day, 0:46:39, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4950, top5_acc: 0.7519, loss_cls: 5.8199, loss: 5.8199 2025-08-10 22:03:38,130 - pyskl - INFO - Epoch [130][1700/7492] lr: 2.329e-03, eta: 1 day, 0:45:42, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4934, top5_acc: 0.7388, loss_cls: 6.0030, loss: 6.0030 2025-08-10 22:04:36,648 - pyskl - INFO - Epoch [130][1800/7492] lr: 2.326e-03, eta: 1 day, 0:44:45, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5053, top5_acc: 0.7453, loss_cls: 5.7678, loss: 5.7678 2025-08-10 22:05:35,348 - pyskl - INFO - Epoch [130][1900/7492] lr: 2.323e-03, eta: 1 day, 0:43:48, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5016, top5_acc: 0.7472, loss_cls: 5.7974, loss: 5.7974 2025-08-10 22:06:33,637 - pyskl - INFO - Epoch [130][2000/7492] lr: 2.320e-03, eta: 1 day, 0:42:51, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4988, top5_acc: 0.7441, loss_cls: 5.8241, loss: 5.8241 2025-08-10 22:07:31,391 - pyskl - INFO - Epoch [130][2100/7492] lr: 2.317e-03, eta: 1 day, 0:41:53, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4978, top5_acc: 0.7431, loss_cls: 5.8414, loss: 5.8414 2025-08-10 22:08:29,472 - pyskl - INFO - Epoch [130][2200/7492] lr: 2.314e-03, eta: 1 day, 0:40:56, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5019, top5_acc: 0.7594, loss_cls: 5.7645, loss: 5.7645 2025-08-10 22:09:28,158 - pyskl - INFO - Epoch [130][2300/7492] lr: 2.311e-03, eta: 1 day, 0:39:59, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4994, top5_acc: 0.7419, loss_cls: 5.8603, loss: 5.8603 2025-08-10 22:10:26,837 - pyskl - INFO - Epoch [130][2400/7492] lr: 2.308e-03, eta: 1 day, 0:39:02, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4984, top5_acc: 0.7519, loss_cls: 5.7349, loss: 5.7349 2025-08-10 22:11:25,758 - pyskl - INFO - Epoch [130][2500/7492] lr: 2.306e-03, eta: 1 day, 0:38:05, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4975, top5_acc: 0.7509, loss_cls: 5.7341, loss: 5.7341 2025-08-10 22:12:23,843 - pyskl - INFO - Epoch [130][2600/7492] lr: 2.303e-03, eta: 1 day, 0:37:08, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4997, top5_acc: 0.7531, loss_cls: 5.8560, loss: 5.8560 2025-08-10 22:13:21,976 - pyskl - INFO - Epoch [130][2700/7492] lr: 2.300e-03, eta: 1 day, 0:36:11, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4978, top5_acc: 0.7444, loss_cls: 5.8735, loss: 5.8735 2025-08-10 22:14:19,697 - pyskl - INFO - Epoch [130][2800/7492] lr: 2.297e-03, eta: 1 day, 0:35:14, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4997, top5_acc: 0.7544, loss_cls: 5.7211, loss: 5.7211 2025-08-10 22:15:18,327 - pyskl - INFO - Epoch [130][2900/7492] lr: 2.294e-03, eta: 1 day, 0:34:17, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4934, top5_acc: 0.7409, loss_cls: 5.8614, loss: 5.8614 2025-08-10 22:16:16,915 - pyskl - INFO - Epoch [130][3000/7492] lr: 2.291e-03, eta: 1 day, 0:33:20, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4991, top5_acc: 0.7497, loss_cls: 5.7568, loss: 5.7568 2025-08-10 22:17:15,672 - pyskl - INFO - Epoch [130][3100/7492] lr: 2.288e-03, eta: 1 day, 0:32:23, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4878, top5_acc: 0.7288, loss_cls: 5.9037, loss: 5.9037 2025-08-10 22:18:13,568 - pyskl - INFO - Epoch [130][3200/7492] lr: 2.285e-03, eta: 1 day, 0:31:25, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5009, top5_acc: 0.7544, loss_cls: 5.7416, loss: 5.7416 2025-08-10 22:19:10,601 - pyskl - INFO - Epoch [130][3300/7492] lr: 2.282e-03, eta: 1 day, 0:30:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5025, top5_acc: 0.7469, loss_cls: 5.7629, loss: 5.7629 2025-08-10 22:20:08,591 - pyskl - INFO - Epoch [130][3400/7492] lr: 2.279e-03, eta: 1 day, 0:29:31, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 5.7390, loss: 5.7390 2025-08-10 22:21:07,252 - pyskl - INFO - Epoch [130][3500/7492] lr: 2.276e-03, eta: 1 day, 0:28:34, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5072, top5_acc: 0.7509, loss_cls: 5.8226, loss: 5.8226 2025-08-10 22:22:06,430 - pyskl - INFO - Epoch [130][3600/7492] lr: 2.273e-03, eta: 1 day, 0:27:37, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.4984, top5_acc: 0.7478, loss_cls: 5.7549, loss: 5.7549 2025-08-10 22:23:04,599 - pyskl - INFO - Epoch [130][3700/7492] lr: 2.270e-03, eta: 1 day, 0:26:40, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4847, top5_acc: 0.7309, loss_cls: 5.9661, loss: 5.9661 2025-08-10 22:24:03,336 - pyskl - INFO - Epoch [130][3800/7492] lr: 2.268e-03, eta: 1 day, 0:25:43, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4931, top5_acc: 0.7538, loss_cls: 5.8194, loss: 5.8194 2025-08-10 22:25:01,914 - pyskl - INFO - Epoch [130][3900/7492] lr: 2.265e-03, eta: 1 day, 0:24:46, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4941, top5_acc: 0.7544, loss_cls: 5.9164, loss: 5.9164 2025-08-10 22:26:00,803 - pyskl - INFO - Epoch [130][4000/7492] lr: 2.262e-03, eta: 1 day, 0:23:49, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.4831, top5_acc: 0.7491, loss_cls: 5.7935, loss: 5.7935 2025-08-10 22:26:59,468 - pyskl - INFO - Epoch [130][4100/7492] lr: 2.259e-03, eta: 1 day, 0:22:51, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5012, top5_acc: 0.7478, loss_cls: 5.8281, loss: 5.8281 2025-08-10 22:27:57,767 - pyskl - INFO - Epoch [130][4200/7492] lr: 2.256e-03, eta: 1 day, 0:21:54, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4819, top5_acc: 0.7306, loss_cls: 5.9510, loss: 5.9510 2025-08-10 22:28:55,599 - pyskl - INFO - Epoch [130][4300/7492] lr: 2.253e-03, eta: 1 day, 0:20:57, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.4984, top5_acc: 0.7456, loss_cls: 5.7380, loss: 5.7380 2025-08-10 22:29:53,958 - pyskl - INFO - Epoch [130][4400/7492] lr: 2.250e-03, eta: 1 day, 0:20:00, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4959, top5_acc: 0.7388, loss_cls: 5.7697, loss: 5.7697 2025-08-10 22:30:52,512 - pyskl - INFO - Epoch [130][4500/7492] lr: 2.247e-03, eta: 1 day, 0:19:03, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4903, top5_acc: 0.7453, loss_cls: 5.8525, loss: 5.8525 2025-08-10 22:31:51,024 - pyskl - INFO - Epoch [130][4600/7492] lr: 2.244e-03, eta: 1 day, 0:18:06, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4766, top5_acc: 0.7303, loss_cls: 5.9542, loss: 5.9542 2025-08-10 22:32:48,656 - pyskl - INFO - Epoch [130][4700/7492] lr: 2.241e-03, eta: 1 day, 0:17:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 5.9597, loss: 5.9597 2025-08-10 22:33:45,482 - pyskl - INFO - Epoch [130][4800/7492] lr: 2.239e-03, eta: 1 day, 0:16:11, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5016, top5_acc: 0.7475, loss_cls: 5.7571, loss: 5.7571 2025-08-10 22:34:43,343 - pyskl - INFO - Epoch [130][4900/7492] lr: 2.236e-03, eta: 1 day, 0:15:14, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5038, top5_acc: 0.7522, loss_cls: 5.7195, loss: 5.7195 2025-08-10 22:35:41,812 - pyskl - INFO - Epoch [130][5000/7492] lr: 2.233e-03, eta: 1 day, 0:14:17, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4956, top5_acc: 0.7575, loss_cls: 5.7657, loss: 5.7657 2025-08-10 22:36:40,352 - pyskl - INFO - Epoch [130][5100/7492] lr: 2.230e-03, eta: 1 day, 0:13:20, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5034, top5_acc: 0.7484, loss_cls: 5.7664, loss: 5.7664 2025-08-10 22:37:37,061 - pyskl - INFO - Epoch [130][5200/7492] lr: 2.227e-03, eta: 1 day, 0:12:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4781, top5_acc: 0.7428, loss_cls: 5.8556, loss: 5.8556 2025-08-10 22:38:34,673 - pyskl - INFO - Epoch [130][5300/7492] lr: 2.224e-03, eta: 1 day, 0:11:25, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5028, top5_acc: 0.7422, loss_cls: 5.9069, loss: 5.9069 2025-08-10 22:39:31,337 - pyskl - INFO - Epoch [130][5400/7492] lr: 2.221e-03, eta: 1 day, 0:10:28, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.4828, top5_acc: 0.7325, loss_cls: 5.9603, loss: 5.9603 2025-08-10 22:40:27,568 - pyskl - INFO - Epoch [130][5500/7492] lr: 2.218e-03, eta: 1 day, 0:09:30, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.4875, top5_acc: 0.7394, loss_cls: 5.8051, loss: 5.8051 2025-08-10 22:41:25,894 - pyskl - INFO - Epoch [130][5600/7492] lr: 2.215e-03, eta: 1 day, 0:08:33, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 5.8518, loss: 5.8518 2025-08-10 22:42:24,449 - pyskl - INFO - Epoch [130][5700/7492] lr: 2.213e-03, eta: 1 day, 0:07:36, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5034, top5_acc: 0.7538, loss_cls: 5.7573, loss: 5.7573 2025-08-10 22:43:22,588 - pyskl - INFO - Epoch [130][5800/7492] lr: 2.210e-03, eta: 1 day, 0:06:39, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4991, top5_acc: 0.7538, loss_cls: 5.8576, loss: 5.8576 2025-08-10 22:44:19,650 - pyskl - INFO - Epoch [130][5900/7492] lr: 2.207e-03, eta: 1 day, 0:05:42, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4950, top5_acc: 0.7562, loss_cls: 5.7561, loss: 5.7561 2025-08-10 22:45:16,530 - pyskl - INFO - Epoch [130][6000/7492] lr: 2.204e-03, eta: 1 day, 0:04:44, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4969, top5_acc: 0.7309, loss_cls: 5.8983, loss: 5.8983 2025-08-10 22:46:15,558 - pyskl - INFO - Epoch [130][6100/7492] lr: 2.201e-03, eta: 1 day, 0:03:47, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.4931, top5_acc: 0.7444, loss_cls: 5.8160, loss: 5.8160 2025-08-10 22:47:14,323 - pyskl - INFO - Epoch [130][6200/7492] lr: 2.198e-03, eta: 1 day, 0:02:50, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.5047, top5_acc: 0.7634, loss_cls: 5.6651, loss: 5.6651 2025-08-10 22:48:13,229 - pyskl - INFO - Epoch [130][6300/7492] lr: 2.195e-03, eta: 1 day, 0:01:53, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.5066, top5_acc: 0.7456, loss_cls: 5.7496, loss: 5.7496 2025-08-10 22:49:12,304 - pyskl - INFO - Epoch [130][6400/7492] lr: 2.193e-03, eta: 1 day, 0:00:56, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.5000, top5_acc: 0.7503, loss_cls: 5.6816, loss: 5.6816 2025-08-10 22:50:11,070 - pyskl - INFO - Epoch [130][6500/7492] lr: 2.190e-03, eta: 23:59:59, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4888, top5_acc: 0.7331, loss_cls: 5.9033, loss: 5.9033 2025-08-10 22:51:09,821 - pyskl - INFO - Epoch [130][6600/7492] lr: 2.187e-03, eta: 23:59:02, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.4850, top5_acc: 0.7491, loss_cls: 5.7606, loss: 5.7606 2025-08-10 22:52:08,557 - pyskl - INFO - Epoch [130][6700/7492] lr: 2.184e-03, eta: 23:58:05, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4950, top5_acc: 0.7438, loss_cls: 5.8662, loss: 5.8662 2025-08-10 22:53:06,710 - pyskl - INFO - Epoch [130][6800/7492] lr: 2.181e-03, eta: 23:57:08, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5047, top5_acc: 0.7388, loss_cls: 5.8517, loss: 5.8517 2025-08-10 22:54:05,427 - pyskl - INFO - Epoch [130][6900/7492] lr: 2.178e-03, eta: 23:56:11, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4966, top5_acc: 0.7412, loss_cls: 5.8231, loss: 5.8231 2025-08-10 22:55:02,885 - pyskl - INFO - Epoch [130][7000/7492] lr: 2.175e-03, eta: 23:55:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4956, top5_acc: 0.7559, loss_cls: 5.7459, loss: 5.7459 2025-08-10 22:55:59,975 - pyskl - INFO - Epoch [130][7100/7492] lr: 2.173e-03, eta: 23:54:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5031, top5_acc: 0.7394, loss_cls: 5.8491, loss: 5.8491 2025-08-10 22:56:58,043 - pyskl - INFO - Epoch [130][7200/7492] lr: 2.170e-03, eta: 23:53:19, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4753, top5_acc: 0.7334, loss_cls: 5.9756, loss: 5.9756 2025-08-10 22:57:56,127 - pyskl - INFO - Epoch [130][7300/7492] lr: 2.167e-03, eta: 23:52:22, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4938, top5_acc: 0.7319, loss_cls: 5.9320, loss: 5.9320 2025-08-10 22:58:54,728 - pyskl - INFO - Epoch [130][7400/7492] lr: 2.164e-03, eta: 23:51:25, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5072, top5_acc: 0.7519, loss_cls: 5.7367, loss: 5.7367 2025-08-10 22:59:48,760 - pyskl - INFO - Saving checkpoint at 130 epochs 2025-08-10 23:00:40,069 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-10 23:00:40,732 - pyskl - INFO - top1_acc 0.4286 top5_acc 0.6811 2025-08-10 23:00:40,732 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-10 23:00:40,786 - pyskl - INFO - mean_acc 0.4283 2025-08-10 23:00:40,849 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_129.pth was removed 2025-08-10 23:00:42,397 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_130.pth. 2025-08-10 23:00:42,398 - pyskl - INFO - Best top1_acc is 0.4286 at 130 epoch. 2025-08-10 23:00:42,416 - pyskl - INFO - Epoch(val) [130][617] top1_acc: 0.4286, top5_acc: 0.6811, mean_class_accuracy: 0.4283 2025-08-10 23:02:14,438 - pyskl - INFO - Epoch [131][100/7492] lr: 2.159e-03, eta: 23:49:32, time: 0.920, data_time: 0.337, memory: 11068, top1_acc: 0.5250, top5_acc: 0.7684, loss_cls: 5.5467, loss: 5.5467 2025-08-10 23:03:12,480 - pyskl - INFO - Epoch [131][200/7492] lr: 2.156e-03, eta: 23:48:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5159, top5_acc: 0.7578, loss_cls: 5.6183, loss: 5.6183 2025-08-10 23:04:10,597 - pyskl - INFO - Epoch [131][300/7492] lr: 2.153e-03, eta: 23:47:38, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5188, top5_acc: 0.7638, loss_cls: 5.5974, loss: 5.5974 2025-08-10 23:05:09,083 - pyskl - INFO - Epoch [131][400/7492] lr: 2.150e-03, eta: 23:46:41, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5159, top5_acc: 0.7684, loss_cls: 5.5888, loss: 5.5888 2025-08-10 23:06:07,520 - pyskl - INFO - Epoch [131][500/7492] lr: 2.147e-03, eta: 23:45:44, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4994, top5_acc: 0.7525, loss_cls: 5.7607, loss: 5.7607 2025-08-10 23:07:05,726 - pyskl - INFO - Epoch [131][600/7492] lr: 2.144e-03, eta: 23:44:47, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5100, top5_acc: 0.7647, loss_cls: 5.5995, loss: 5.5995 2025-08-10 23:08:03,851 - pyskl - INFO - Epoch [131][700/7492] lr: 2.142e-03, eta: 23:43:49, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5062, top5_acc: 0.7481, loss_cls: 5.8700, loss: 5.8700 2025-08-10 23:09:02,016 - pyskl - INFO - Epoch [131][800/7492] lr: 2.139e-03, eta: 23:42:52, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5081, top5_acc: 0.7484, loss_cls: 5.6937, loss: 5.6937 2025-08-10 23:10:00,340 - pyskl - INFO - Epoch [131][900/7492] lr: 2.136e-03, eta: 23:41:55, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 5.8489, loss: 5.8489 2025-08-10 23:10:57,810 - pyskl - INFO - Epoch [131][1000/7492] lr: 2.133e-03, eta: 23:40:58, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5116, top5_acc: 0.7569, loss_cls: 5.5993, loss: 5.5993 2025-08-10 23:11:54,636 - pyskl - INFO - Epoch [131][1100/7492] lr: 2.130e-03, eta: 23:40:01, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5131, top5_acc: 0.7594, loss_cls: 5.7064, loss: 5.7064 2025-08-10 23:12:52,542 - pyskl - INFO - Epoch [131][1200/7492] lr: 2.127e-03, eta: 23:39:03, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5069, top5_acc: 0.7638, loss_cls: 5.6386, loss: 5.6386 2025-08-10 23:13:49,771 - pyskl - INFO - Epoch [131][1300/7492] lr: 2.125e-03, eta: 23:38:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.4938, top5_acc: 0.7494, loss_cls: 5.7501, loss: 5.7501 2025-08-10 23:14:47,664 - pyskl - INFO - Epoch [131][1400/7492] lr: 2.122e-03, eta: 23:37:09, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4981, top5_acc: 0.7472, loss_cls: 5.7246, loss: 5.7246 2025-08-10 23:15:46,046 - pyskl - INFO - Epoch [131][1500/7492] lr: 2.119e-03, eta: 23:36:12, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5075, top5_acc: 0.7494, loss_cls: 5.6873, loss: 5.6873 2025-08-10 23:16:43,766 - pyskl - INFO - Epoch [131][1600/7492] lr: 2.116e-03, eta: 23:35:15, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4966, top5_acc: 0.7453, loss_cls: 5.8501, loss: 5.8501 2025-08-10 23:17:42,207 - pyskl - INFO - Epoch [131][1700/7492] lr: 2.113e-03, eta: 23:34:18, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5059, top5_acc: 0.7569, loss_cls: 5.7310, loss: 5.7310 2025-08-10 23:18:41,000 - pyskl - INFO - Epoch [131][1800/7492] lr: 2.111e-03, eta: 23:33:20, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.5069, top5_acc: 0.7566, loss_cls: 5.7370, loss: 5.7370 2025-08-10 23:19:39,934 - pyskl - INFO - Epoch [131][1900/7492] lr: 2.108e-03, eta: 23:32:23, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.5159, top5_acc: 0.7578, loss_cls: 5.5668, loss: 5.5668 2025-08-10 23:20:38,170 - pyskl - INFO - Epoch [131][2000/7492] lr: 2.105e-03, eta: 23:31:26, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5150, top5_acc: 0.7669, loss_cls: 5.6525, loss: 5.6525 2025-08-10 23:21:36,376 - pyskl - INFO - Epoch [131][2100/7492] lr: 2.102e-03, eta: 23:30:29, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5056, top5_acc: 0.7619, loss_cls: 5.6756, loss: 5.6756 2025-08-10 23:22:33,872 - pyskl - INFO - Epoch [131][2200/7492] lr: 2.099e-03, eta: 23:29:32, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5103, top5_acc: 0.7488, loss_cls: 5.7215, loss: 5.7215 2025-08-10 23:23:30,457 - pyskl - INFO - Epoch [131][2300/7492] lr: 2.096e-03, eta: 23:28:35, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4919, top5_acc: 0.7431, loss_cls: 5.7953, loss: 5.7953 2025-08-10 23:24:28,990 - pyskl - INFO - Epoch [131][2400/7492] lr: 2.094e-03, eta: 23:27:37, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4994, top5_acc: 0.7362, loss_cls: 5.7498, loss: 5.7498 2025-08-10 23:25:27,253 - pyskl - INFO - Epoch [131][2500/7492] lr: 2.091e-03, eta: 23:26:40, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5197, top5_acc: 0.7588, loss_cls: 5.6943, loss: 5.6943 2025-08-10 23:26:25,918 - pyskl - INFO - Epoch [131][2600/7492] lr: 2.088e-03, eta: 23:25:43, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4978, top5_acc: 0.7447, loss_cls: 5.7520, loss: 5.7520 2025-08-10 23:27:24,203 - pyskl - INFO - Epoch [131][2700/7492] lr: 2.085e-03, eta: 23:24:46, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4988, top5_acc: 0.7428, loss_cls: 5.8043, loss: 5.8043 2025-08-10 23:28:22,887 - pyskl - INFO - Epoch [131][2800/7492] lr: 2.082e-03, eta: 23:23:49, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5075, top5_acc: 0.7625, loss_cls: 5.6744, loss: 5.6744 2025-08-10 23:29:21,438 - pyskl - INFO - Epoch [131][2900/7492] lr: 2.080e-03, eta: 23:22:52, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4941, top5_acc: 0.7584, loss_cls: 5.7744, loss: 5.7744 2025-08-10 23:30:19,606 - pyskl - INFO - Epoch [131][3000/7492] lr: 2.077e-03, eta: 23:21:55, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5034, top5_acc: 0.7503, loss_cls: 5.7541, loss: 5.7541 2025-08-10 23:31:17,691 - pyskl - INFO - Epoch [131][3100/7492] lr: 2.074e-03, eta: 23:20:58, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 5.7425, loss: 5.7425 2025-08-10 23:32:14,569 - pyskl - INFO - Epoch [131][3200/7492] lr: 2.071e-03, eta: 23:20:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5003, top5_acc: 0.7478, loss_cls: 5.7729, loss: 5.7729 2025-08-10 23:33:13,008 - pyskl - INFO - Epoch [131][3300/7492] lr: 2.069e-03, eta: 23:19:03, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5122, top5_acc: 0.7544, loss_cls: 5.7484, loss: 5.7484 2025-08-10 23:34:10,360 - pyskl - INFO - Epoch [131][3400/7492] lr: 2.066e-03, eta: 23:18:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5056, top5_acc: 0.7606, loss_cls: 5.6670, loss: 5.6670 2025-08-10 23:35:07,937 - pyskl - INFO - Epoch [131][3500/7492] lr: 2.063e-03, eta: 23:17:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4978, top5_acc: 0.7538, loss_cls: 5.7221, loss: 5.7221 2025-08-10 23:36:06,654 - pyskl - INFO - Epoch [131][3600/7492] lr: 2.060e-03, eta: 23:16:12, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5044, top5_acc: 0.7447, loss_cls: 5.7342, loss: 5.7342 2025-08-10 23:37:04,728 - pyskl - INFO - Epoch [131][3700/7492] lr: 2.057e-03, eta: 23:15:14, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5059, top5_acc: 0.7619, loss_cls: 5.7957, loss: 5.7957 2025-08-10 23:38:02,734 - pyskl - INFO - Epoch [131][3800/7492] lr: 2.055e-03, eta: 23:14:17, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4966, top5_acc: 0.7444, loss_cls: 5.7440, loss: 5.7440 2025-08-10 23:38:59,212 - pyskl - INFO - Epoch [131][3900/7492] lr: 2.052e-03, eta: 23:13:20, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.4906, top5_acc: 0.7466, loss_cls: 5.7726, loss: 5.7726 2025-08-10 23:39:57,641 - pyskl - INFO - Epoch [131][4000/7492] lr: 2.049e-03, eta: 23:12:23, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4966, top5_acc: 0.7425, loss_cls: 5.8219, loss: 5.8219 2025-08-10 23:40:56,373 - pyskl - INFO - Epoch [131][4100/7492] lr: 2.046e-03, eta: 23:11:26, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4919, top5_acc: 0.7488, loss_cls: 5.8013, loss: 5.8013 2025-08-10 23:41:55,069 - pyskl - INFO - Epoch [131][4200/7492] lr: 2.044e-03, eta: 23:10:29, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4875, top5_acc: 0.7588, loss_cls: 5.7538, loss: 5.7538 2025-08-10 23:42:53,457 - pyskl - INFO - Epoch [131][4300/7492] lr: 2.041e-03, eta: 23:09:31, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5081, top5_acc: 0.7525, loss_cls: 5.6579, loss: 5.6579 2025-08-10 23:43:51,897 - pyskl - INFO - Epoch [131][4400/7492] lr: 2.038e-03, eta: 23:08:34, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.4978, top5_acc: 0.7419, loss_cls: 5.7939, loss: 5.7939 2025-08-10 23:44:50,084 - pyskl - INFO - Epoch [131][4500/7492] lr: 2.035e-03, eta: 23:07:37, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4978, top5_acc: 0.7434, loss_cls: 5.7451, loss: 5.7451 2025-08-10 23:45:48,697 - pyskl - INFO - Epoch [131][4600/7492] lr: 2.033e-03, eta: 23:06:40, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4859, top5_acc: 0.7431, loss_cls: 5.8526, loss: 5.8526 2025-08-10 23:46:47,246 - pyskl - INFO - Epoch [131][4700/7492] lr: 2.030e-03, eta: 23:05:43, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 5.8081, loss: 5.8081 2025-08-10 23:47:45,518 - pyskl - INFO - Epoch [131][4800/7492] lr: 2.027e-03, eta: 23:04:46, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5081, top5_acc: 0.7628, loss_cls: 5.7353, loss: 5.7353 2025-08-10 23:48:42,282 - pyskl - INFO - Epoch [131][4900/7492] lr: 2.024e-03, eta: 23:03:48, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5091, top5_acc: 0.7656, loss_cls: 5.6414, loss: 5.6414 2025-08-10 23:49:40,498 - pyskl - INFO - Epoch [131][5000/7492] lr: 2.021e-03, eta: 23:02:51, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4994, top5_acc: 0.7594, loss_cls: 5.7774, loss: 5.7774 2025-08-10 23:50:38,198 - pyskl - INFO - Epoch [131][5100/7492] lr: 2.019e-03, eta: 23:01:54, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5128, top5_acc: 0.7594, loss_cls: 5.7776, loss: 5.7776 2025-08-10 23:51:35,714 - pyskl - INFO - Epoch [131][5200/7492] lr: 2.016e-03, eta: 23:00:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5081, top5_acc: 0.7494, loss_cls: 5.7828, loss: 5.7828 2025-08-10 23:52:33,849 - pyskl - INFO - Epoch [131][5300/7492] lr: 2.013e-03, eta: 23:00:00, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.4969, top5_acc: 0.7472, loss_cls: 5.7730, loss: 5.7730 2025-08-10 23:53:31,866 - pyskl - INFO - Epoch [131][5400/7492] lr: 2.010e-03, eta: 22:59:03, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5009, top5_acc: 0.7456, loss_cls: 5.8178, loss: 5.8178 2025-08-10 23:54:29,561 - pyskl - INFO - Epoch [131][5500/7492] lr: 2.008e-03, eta: 22:58:05, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5053, top5_acc: 0.7484, loss_cls: 5.8425, loss: 5.8425 2025-08-10 23:55:26,037 - pyskl - INFO - Epoch [131][5600/7492] lr: 2.005e-03, eta: 22:57:08, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5012, top5_acc: 0.7531, loss_cls: 5.8090, loss: 5.8090 2025-08-10 23:56:22,641 - pyskl - INFO - Epoch [131][5700/7492] lr: 2.002e-03, eta: 22:56:11, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5103, top5_acc: 0.7544, loss_cls: 5.6505, loss: 5.6505 2025-08-10 23:57:20,809 - pyskl - INFO - Epoch [131][5800/7492] lr: 2.000e-03, eta: 22:55:13, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4966, top5_acc: 0.7469, loss_cls: 5.8473, loss: 5.8473 2025-08-10 23:58:18,666 - pyskl - INFO - Epoch [131][5900/7492] lr: 1.997e-03, eta: 22:54:16, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5072, top5_acc: 0.7603, loss_cls: 5.7636, loss: 5.7636 2025-08-10 23:59:16,171 - pyskl - INFO - Epoch [131][6000/7492] lr: 1.994e-03, eta: 22:53:19, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4919, top5_acc: 0.7538, loss_cls: 5.7544, loss: 5.7544 2025-08-11 00:00:14,803 - pyskl - INFO - Epoch [131][6100/7492] lr: 1.991e-03, eta: 22:52:22, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4847, top5_acc: 0.7438, loss_cls: 5.7930, loss: 5.7930 2025-08-11 00:01:13,521 - pyskl - INFO - Epoch [131][6200/7492] lr: 1.989e-03, eta: 22:51:25, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.4984, top5_acc: 0.7488, loss_cls: 5.7689, loss: 5.7689 2025-08-11 00:02:12,110 - pyskl - INFO - Epoch [131][6300/7492] lr: 1.986e-03, eta: 22:50:28, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.4934, top5_acc: 0.7491, loss_cls: 5.7626, loss: 5.7626 2025-08-11 00:03:10,605 - pyskl - INFO - Epoch [131][6400/7492] lr: 1.983e-03, eta: 22:49:31, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5012, top5_acc: 0.7444, loss_cls: 5.8363, loss: 5.8363 2025-08-11 00:04:07,175 - pyskl - INFO - Epoch [131][6500/7492] lr: 1.980e-03, eta: 22:48:33, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.4969, top5_acc: 0.7506, loss_cls: 5.7730, loss: 5.7730 2025-08-11 00:05:04,105 - pyskl - INFO - Epoch [131][6600/7492] lr: 1.978e-03, eta: 22:47:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5028, top5_acc: 0.7506, loss_cls: 5.7292, loss: 5.7292 2025-08-11 00:06:02,572 - pyskl - INFO - Epoch [131][6700/7492] lr: 1.975e-03, eta: 22:46:39, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5028, top5_acc: 0.7575, loss_cls: 5.7340, loss: 5.7340 2025-08-11 00:07:00,693 - pyskl - INFO - Epoch [131][6800/7492] lr: 1.972e-03, eta: 22:45:42, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5128, top5_acc: 0.7631, loss_cls: 5.7140, loss: 5.7140 2025-08-11 00:07:58,959 - pyskl - INFO - Epoch [131][6900/7492] lr: 1.970e-03, eta: 22:44:44, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.4988, top5_acc: 0.7472, loss_cls: 5.7711, loss: 5.7711 2025-08-11 00:08:56,800 - pyskl - INFO - Epoch [131][7000/7492] lr: 1.967e-03, eta: 22:43:47, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5091, top5_acc: 0.7591, loss_cls: 5.7327, loss: 5.7327 2025-08-11 00:09:54,739 - pyskl - INFO - Epoch [131][7100/7492] lr: 1.964e-03, eta: 22:42:50, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.4888, top5_acc: 0.7381, loss_cls: 5.8179, loss: 5.8179 2025-08-11 00:10:52,487 - pyskl - INFO - Epoch [131][7200/7492] lr: 1.961e-03, eta: 22:41:53, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4906, top5_acc: 0.7506, loss_cls: 5.7901, loss: 5.7901 2025-08-11 00:11:49,811 - pyskl - INFO - Epoch [131][7300/7492] lr: 1.959e-03, eta: 22:40:55, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5147, top5_acc: 0.7581, loss_cls: 5.6133, loss: 5.6133 2025-08-11 00:12:47,798 - pyskl - INFO - Epoch [131][7400/7492] lr: 1.956e-03, eta: 22:39:58, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.4828, top5_acc: 0.7388, loss_cls: 5.8765, loss: 5.8765 2025-08-11 00:13:43,470 - pyskl - INFO - Saving checkpoint at 131 epochs 2025-08-11 00:14:36,526 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 00:14:37,185 - pyskl - INFO - top1_acc 0.4316 top5_acc 0.6819 2025-08-11 00:14:37,185 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 00:14:37,228 - pyskl - INFO - mean_acc 0.4314 2025-08-11 00:14:37,291 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_130.pth was removed 2025-08-11 00:14:39,045 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_131.pth. 2025-08-11 00:14:39,046 - pyskl - INFO - Best top1_acc is 0.4316 at 131 epoch. 2025-08-11 00:14:39,065 - pyskl - INFO - Epoch(val) [131][617] top1_acc: 0.4316, top5_acc: 0.6819, mean_class_accuracy: 0.4314 2025-08-11 00:16:10,347 - pyskl - INFO - Epoch [132][100/7492] lr: 1.951e-03, eta: 22:38:06, time: 0.913, data_time: 0.336, memory: 11068, top1_acc: 0.5109, top5_acc: 0.7597, loss_cls: 5.6828, loss: 5.6828 2025-08-11 00:17:08,325 - pyskl - INFO - Epoch [132][200/7492] lr: 1.948e-03, eta: 22:37:08, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5181, top5_acc: 0.7678, loss_cls: 5.5981, loss: 5.5981 2025-08-11 00:18:06,973 - pyskl - INFO - Epoch [132][300/7492] lr: 1.945e-03, eta: 22:36:11, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5106, top5_acc: 0.7688, loss_cls: 5.6017, loss: 5.6017 2025-08-11 00:19:03,592 - pyskl - INFO - Epoch [132][400/7492] lr: 1.943e-03, eta: 22:35:14, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5175, top5_acc: 0.7722, loss_cls: 5.5746, loss: 5.5746 2025-08-11 00:20:01,162 - pyskl - INFO - Epoch [132][500/7492] lr: 1.940e-03, eta: 22:34:17, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5134, top5_acc: 0.7662, loss_cls: 5.6379, loss: 5.6379 2025-08-11 00:20:57,898 - pyskl - INFO - Epoch [132][600/7492] lr: 1.937e-03, eta: 22:33:19, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5144, top5_acc: 0.7666, loss_cls: 5.5950, loss: 5.5950 2025-08-11 00:21:56,015 - pyskl - INFO - Epoch [132][700/7492] lr: 1.935e-03, eta: 22:32:22, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5269, top5_acc: 0.7653, loss_cls: 5.5853, loss: 5.5853 2025-08-11 00:22:53,642 - pyskl - INFO - Epoch [132][800/7492] lr: 1.932e-03, eta: 22:31:25, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5231, top5_acc: 0.7559, loss_cls: 5.6429, loss: 5.6429 2025-08-11 00:23:52,110 - pyskl - INFO - Epoch [132][900/7492] lr: 1.929e-03, eta: 22:30:28, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5122, top5_acc: 0.7547, loss_cls: 5.7038, loss: 5.7038 2025-08-11 00:24:50,271 - pyskl - INFO - Epoch [132][1000/7492] lr: 1.926e-03, eta: 22:29:31, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5081, top5_acc: 0.7569, loss_cls: 5.8054, loss: 5.8054 2025-08-11 00:25:48,324 - pyskl - INFO - Epoch [132][1100/7492] lr: 1.924e-03, eta: 22:28:33, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5256, top5_acc: 0.7716, loss_cls: 5.6153, loss: 5.6153 2025-08-11 00:26:45,313 - pyskl - INFO - Epoch [132][1200/7492] lr: 1.921e-03, eta: 22:27:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5062, top5_acc: 0.7634, loss_cls: 5.6814, loss: 5.6814 2025-08-11 00:27:42,609 - pyskl - INFO - Epoch [132][1300/7492] lr: 1.918e-03, eta: 22:26:39, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5041, top5_acc: 0.7531, loss_cls: 5.7267, loss: 5.7267 2025-08-11 00:28:39,977 - pyskl - INFO - Epoch [132][1400/7492] lr: 1.916e-03, eta: 22:25:42, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5128, top5_acc: 0.7562, loss_cls: 5.7060, loss: 5.7060 2025-08-11 00:29:36,800 - pyskl - INFO - Epoch [132][1500/7492] lr: 1.913e-03, eta: 22:24:44, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5275, top5_acc: 0.7669, loss_cls: 5.5961, loss: 5.5961 2025-08-11 00:30:34,174 - pyskl - INFO - Epoch [132][1600/7492] lr: 1.910e-03, eta: 22:23:47, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4969, top5_acc: 0.7566, loss_cls: 5.7666, loss: 5.7666 2025-08-11 00:31:31,505 - pyskl - INFO - Epoch [132][1700/7492] lr: 1.908e-03, eta: 22:22:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5228, top5_acc: 0.7691, loss_cls: 5.6183, loss: 5.6183 2025-08-11 00:32:28,328 - pyskl - INFO - Epoch [132][1800/7492] lr: 1.905e-03, eta: 22:21:52, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5072, top5_acc: 0.7603, loss_cls: 5.7029, loss: 5.7029 2025-08-11 00:33:25,210 - pyskl - INFO - Epoch [132][1900/7492] lr: 1.902e-03, eta: 22:20:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5206, top5_acc: 0.7556, loss_cls: 5.7227, loss: 5.7227 2025-08-11 00:34:22,433 - pyskl - INFO - Epoch [132][2000/7492] lr: 1.900e-03, eta: 22:19:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5128, top5_acc: 0.7656, loss_cls: 5.5635, loss: 5.5635 2025-08-11 00:35:19,727 - pyskl - INFO - Epoch [132][2100/7492] lr: 1.897e-03, eta: 22:19:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5053, top5_acc: 0.7566, loss_cls: 5.7101, loss: 5.7101 2025-08-11 00:36:17,051 - pyskl - INFO - Epoch [132][2200/7492] lr: 1.894e-03, eta: 22:18:03, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5162, top5_acc: 0.7669, loss_cls: 5.5954, loss: 5.5954 2025-08-11 00:37:14,616 - pyskl - INFO - Epoch [132][2300/7492] lr: 1.892e-03, eta: 22:17:06, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5091, top5_acc: 0.7575, loss_cls: 5.6999, loss: 5.6999 2025-08-11 00:38:11,065 - pyskl - INFO - Epoch [132][2400/7492] lr: 1.889e-03, eta: 22:16:08, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5025, top5_acc: 0.7438, loss_cls: 5.7533, loss: 5.7533 2025-08-11 00:39:09,192 - pyskl - INFO - Epoch [132][2500/7492] lr: 1.886e-03, eta: 22:15:11, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5062, top5_acc: 0.7534, loss_cls: 5.6609, loss: 5.6609 2025-08-11 00:40:07,355 - pyskl - INFO - Epoch [132][2600/7492] lr: 1.884e-03, eta: 22:14:14, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5041, top5_acc: 0.7581, loss_cls: 5.6770, loss: 5.6770 2025-08-11 00:41:05,093 - pyskl - INFO - Epoch [132][2700/7492] lr: 1.881e-03, eta: 22:13:17, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5031, top5_acc: 0.7522, loss_cls: 5.7160, loss: 5.7160 2025-08-11 00:42:02,480 - pyskl - INFO - Epoch [132][2800/7492] lr: 1.878e-03, eta: 22:12:20, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5253, top5_acc: 0.7578, loss_cls: 5.6241, loss: 5.6241 2025-08-11 00:43:00,702 - pyskl - INFO - Epoch [132][2900/7492] lr: 1.876e-03, eta: 22:11:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5219, top5_acc: 0.7628, loss_cls: 5.6391, loss: 5.6391 2025-08-11 00:43:58,339 - pyskl - INFO - Epoch [132][3000/7492] lr: 1.873e-03, eta: 22:10:25, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5228, top5_acc: 0.7566, loss_cls: 5.6021, loss: 5.6021 2025-08-11 00:44:55,186 - pyskl - INFO - Epoch [132][3100/7492] lr: 1.870e-03, eta: 22:09:28, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5094, top5_acc: 0.7562, loss_cls: 5.6534, loss: 5.6534 2025-08-11 00:45:52,602 - pyskl - INFO - Epoch [132][3200/7492] lr: 1.868e-03, eta: 22:08:31, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5100, top5_acc: 0.7631, loss_cls: 5.6435, loss: 5.6435 2025-08-11 00:46:49,059 - pyskl - INFO - Epoch [132][3300/7492] lr: 1.865e-03, eta: 22:07:33, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5062, top5_acc: 0.7559, loss_cls: 5.7108, loss: 5.7108 2025-08-11 00:47:46,776 - pyskl - INFO - Epoch [132][3400/7492] lr: 1.862e-03, eta: 22:06:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.4991, top5_acc: 0.7575, loss_cls: 5.7061, loss: 5.7061 2025-08-11 00:48:44,214 - pyskl - INFO - Epoch [132][3500/7492] lr: 1.860e-03, eta: 22:05:39, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4984, top5_acc: 0.7469, loss_cls: 5.7223, loss: 5.7223 2025-08-11 00:49:42,366 - pyskl - INFO - Epoch [132][3600/7492] lr: 1.857e-03, eta: 22:04:42, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5181, top5_acc: 0.7703, loss_cls: 5.5871, loss: 5.5871 2025-08-11 00:50:39,680 - pyskl - INFO - Epoch [132][3700/7492] lr: 1.854e-03, eta: 22:03:44, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5031, top5_acc: 0.7669, loss_cls: 5.7172, loss: 5.7172 2025-08-11 00:51:37,470 - pyskl - INFO - Epoch [132][3800/7492] lr: 1.852e-03, eta: 22:02:47, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5103, top5_acc: 0.7559, loss_cls: 5.7021, loss: 5.7021 2025-08-11 00:52:34,538 - pyskl - INFO - Epoch [132][3900/7492] lr: 1.849e-03, eta: 22:01:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5222, top5_acc: 0.7684, loss_cls: 5.5853, loss: 5.5853 2025-08-11 00:53:31,177 - pyskl - INFO - Epoch [132][4000/7492] lr: 1.847e-03, eta: 22:00:52, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5122, top5_acc: 0.7609, loss_cls: 5.6439, loss: 5.6439 2025-08-11 00:54:28,874 - pyskl - INFO - Epoch [132][4100/7492] lr: 1.844e-03, eta: 21:59:55, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5062, top5_acc: 0.7634, loss_cls: 5.6285, loss: 5.6285 2025-08-11 00:55:26,382 - pyskl - INFO - Epoch [132][4200/7492] lr: 1.841e-03, eta: 21:58:58, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5025, top5_acc: 0.7562, loss_cls: 5.7208, loss: 5.7208 2025-08-11 00:56:23,823 - pyskl - INFO - Epoch [132][4300/7492] lr: 1.839e-03, eta: 21:58:01, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5022, top5_acc: 0.7538, loss_cls: 5.6600, loss: 5.6600 2025-08-11 00:57:21,540 - pyskl - INFO - Epoch [132][4400/7492] lr: 1.836e-03, eta: 21:57:03, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5094, top5_acc: 0.7588, loss_cls: 5.6263, loss: 5.6263 2025-08-11 00:58:19,383 - pyskl - INFO - Epoch [132][4500/7492] lr: 1.833e-03, eta: 21:56:06, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5300, top5_acc: 0.7750, loss_cls: 5.6013, loss: 5.6013 2025-08-11 00:59:16,990 - pyskl - INFO - Epoch [132][4600/7492] lr: 1.831e-03, eta: 21:55:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4969, top5_acc: 0.7475, loss_cls: 5.7429, loss: 5.7429 2025-08-11 01:00:15,209 - pyskl - INFO - Epoch [132][4700/7492] lr: 1.828e-03, eta: 21:54:12, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5103, top5_acc: 0.7534, loss_cls: 5.7407, loss: 5.7407 2025-08-11 01:01:12,059 - pyskl - INFO - Epoch [132][4800/7492] lr: 1.826e-03, eta: 21:53:15, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5150, top5_acc: 0.7547, loss_cls: 5.6824, loss: 5.6824 2025-08-11 01:02:08,635 - pyskl - INFO - Epoch [132][4900/7492] lr: 1.823e-03, eta: 21:52:17, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5081, top5_acc: 0.7691, loss_cls: 5.5534, loss: 5.5534 2025-08-11 01:03:05,027 - pyskl - INFO - Epoch [132][5000/7492] lr: 1.820e-03, eta: 21:51:20, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5122, top5_acc: 0.7666, loss_cls: 5.6913, loss: 5.6913 2025-08-11 01:04:03,091 - pyskl - INFO - Epoch [132][5100/7492] lr: 1.818e-03, eta: 21:50:23, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5100, top5_acc: 0.7441, loss_cls: 5.7198, loss: 5.7198 2025-08-11 01:05:00,932 - pyskl - INFO - Epoch [132][5200/7492] lr: 1.815e-03, eta: 21:49:25, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5162, top5_acc: 0.7609, loss_cls: 5.6191, loss: 5.6191 2025-08-11 01:05:58,770 - pyskl - INFO - Epoch [132][5300/7492] lr: 1.812e-03, eta: 21:48:28, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5175, top5_acc: 0.7566, loss_cls: 5.6331, loss: 5.6331 2025-08-11 01:06:57,399 - pyskl - INFO - Epoch [132][5400/7492] lr: 1.810e-03, eta: 21:47:31, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5016, top5_acc: 0.7475, loss_cls: 5.8069, loss: 5.8069 2025-08-11 01:07:54,833 - pyskl - INFO - Epoch [132][5500/7492] lr: 1.807e-03, eta: 21:46:34, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5050, top5_acc: 0.7603, loss_cls: 5.7114, loss: 5.7114 2025-08-11 01:08:51,950 - pyskl - INFO - Epoch [132][5600/7492] lr: 1.805e-03, eta: 21:45:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5031, top5_acc: 0.7400, loss_cls: 5.8077, loss: 5.8077 2025-08-11 01:09:49,351 - pyskl - INFO - Epoch [132][5700/7492] lr: 1.802e-03, eta: 21:44:39, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.4938, top5_acc: 0.7497, loss_cls: 5.6977, loss: 5.6977 2025-08-11 01:10:47,706 - pyskl - INFO - Epoch [132][5800/7492] lr: 1.799e-03, eta: 21:43:42, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5069, top5_acc: 0.7472, loss_cls: 5.7253, loss: 5.7253 2025-08-11 01:11:45,929 - pyskl - INFO - Epoch [132][5900/7492] lr: 1.797e-03, eta: 21:42:45, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5188, top5_acc: 0.7681, loss_cls: 5.6763, loss: 5.6763 2025-08-11 01:12:43,369 - pyskl - INFO - Epoch [132][6000/7492] lr: 1.794e-03, eta: 21:41:48, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5184, top5_acc: 0.7731, loss_cls: 5.6053, loss: 5.6053 2025-08-11 01:13:41,457 - pyskl - INFO - Epoch [132][6100/7492] lr: 1.792e-03, eta: 21:40:50, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5025, top5_acc: 0.7544, loss_cls: 5.6672, loss: 5.6672 2025-08-11 01:14:40,067 - pyskl - INFO - Epoch [132][6200/7492] lr: 1.789e-03, eta: 21:39:53, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5003, top5_acc: 0.7609, loss_cls: 5.7317, loss: 5.7317 2025-08-11 01:15:37,734 - pyskl - INFO - Epoch [132][6300/7492] lr: 1.786e-03, eta: 21:38:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5253, top5_acc: 0.7659, loss_cls: 5.5427, loss: 5.5427 2025-08-11 01:16:35,899 - pyskl - INFO - Epoch [132][6400/7492] lr: 1.784e-03, eta: 21:37:59, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.4991, top5_acc: 0.7503, loss_cls: 5.7764, loss: 5.7764 2025-08-11 01:17:33,476 - pyskl - INFO - Epoch [132][6500/7492] lr: 1.781e-03, eta: 21:37:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5072, top5_acc: 0.7703, loss_cls: 5.5553, loss: 5.5553 2025-08-11 01:18:30,712 - pyskl - INFO - Epoch [132][6600/7492] lr: 1.779e-03, eta: 21:36:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5025, top5_acc: 0.7584, loss_cls: 5.7565, loss: 5.7565 2025-08-11 01:19:27,330 - pyskl - INFO - Epoch [132][6700/7492] lr: 1.776e-03, eta: 21:35:07, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5066, top5_acc: 0.7547, loss_cls: 5.6837, loss: 5.6837 2025-08-11 01:20:24,845 - pyskl - INFO - Epoch [132][6800/7492] lr: 1.773e-03, eta: 21:34:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.4928, top5_acc: 0.7428, loss_cls: 5.8430, loss: 5.8430 2025-08-11 01:21:22,803 - pyskl - INFO - Epoch [132][6900/7492] lr: 1.771e-03, eta: 21:33:13, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5028, top5_acc: 0.7525, loss_cls: 5.6564, loss: 5.6564 2025-08-11 01:22:19,740 - pyskl - INFO - Epoch [132][7000/7492] lr: 1.768e-03, eta: 21:32:15, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.4966, top5_acc: 0.7416, loss_cls: 5.7595, loss: 5.7595 2025-08-11 01:23:16,695 - pyskl - INFO - Epoch [132][7100/7492] lr: 1.766e-03, eta: 21:31:18, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5072, top5_acc: 0.7519, loss_cls: 5.7383, loss: 5.7383 2025-08-11 01:24:13,361 - pyskl - INFO - Epoch [132][7200/7492] lr: 1.763e-03, eta: 21:30:21, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5016, top5_acc: 0.7484, loss_cls: 5.7903, loss: 5.7903 2025-08-11 01:25:10,474 - pyskl - INFO - Epoch [132][7300/7492] lr: 1.761e-03, eta: 21:29:23, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.4988, top5_acc: 0.7538, loss_cls: 5.7608, loss: 5.7608 2025-08-11 01:26:08,238 - pyskl - INFO - Epoch [132][7400/7492] lr: 1.758e-03, eta: 21:28:26, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5038, top5_acc: 0.7588, loss_cls: 5.6890, loss: 5.6890 2025-08-11 01:27:02,791 - pyskl - INFO - Saving checkpoint at 132 epochs 2025-08-11 01:27:51,284 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 01:27:51,951 - pyskl - INFO - top1_acc 0.4304 top5_acc 0.6831 2025-08-11 01:27:51,951 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 01:27:51,994 - pyskl - INFO - mean_acc 0.4301 2025-08-11 01:27:52,007 - pyskl - INFO - Epoch(val) [132][617] top1_acc: 0.4304, top5_acc: 0.6831, mean_class_accuracy: 0.4301 2025-08-11 01:29:23,201 - pyskl - INFO - Epoch [133][100/7492] lr: 1.753e-03, eta: 21:26:33, time: 0.912, data_time: 0.335, memory: 11068, top1_acc: 0.5384, top5_acc: 0.7822, loss_cls: 5.5098, loss: 5.5098 2025-08-11 01:30:21,231 - pyskl - INFO - Epoch [133][200/7492] lr: 1.750e-03, eta: 21:25:36, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5359, top5_acc: 0.7753, loss_cls: 5.3990, loss: 5.3990 2025-08-11 01:31:18,751 - pyskl - INFO - Epoch [133][300/7492] lr: 1.748e-03, eta: 21:24:39, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5375, top5_acc: 0.7834, loss_cls: 5.4755, loss: 5.4755 2025-08-11 01:32:16,791 - pyskl - INFO - Epoch [133][400/7492] lr: 1.745e-03, eta: 21:23:42, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5206, top5_acc: 0.7697, loss_cls: 5.6084, loss: 5.6084 2025-08-11 01:33:14,155 - pyskl - INFO - Epoch [133][500/7492] lr: 1.743e-03, eta: 21:22:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5288, top5_acc: 0.7753, loss_cls: 5.5584, loss: 5.5584 2025-08-11 01:34:11,499 - pyskl - INFO - Epoch [133][600/7492] lr: 1.740e-03, eta: 21:21:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5188, top5_acc: 0.7722, loss_cls: 5.5698, loss: 5.5698 2025-08-11 01:35:09,142 - pyskl - INFO - Epoch [133][700/7492] lr: 1.738e-03, eta: 21:20:50, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5222, top5_acc: 0.7728, loss_cls: 5.5949, loss: 5.5949 2025-08-11 01:36:06,071 - pyskl - INFO - Epoch [133][800/7492] lr: 1.735e-03, eta: 21:19:53, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5316, top5_acc: 0.7797, loss_cls: 5.5767, loss: 5.5767 2025-08-11 01:37:03,557 - pyskl - INFO - Epoch [133][900/7492] lr: 1.733e-03, eta: 21:18:55, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5200, top5_acc: 0.7684, loss_cls: 5.6259, loss: 5.6259 2025-08-11 01:38:00,593 - pyskl - INFO - Epoch [133][1000/7492] lr: 1.730e-03, eta: 21:17:58, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5356, top5_acc: 0.7659, loss_cls: 5.5344, loss: 5.5344 2025-08-11 01:38:58,718 - pyskl - INFO - Epoch [133][1100/7492] lr: 1.727e-03, eta: 21:17:01, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5369, top5_acc: 0.7650, loss_cls: 5.5016, loss: 5.5016 2025-08-11 01:39:57,415 - pyskl - INFO - Epoch [133][1200/7492] lr: 1.725e-03, eta: 21:16:04, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5272, top5_acc: 0.7797, loss_cls: 5.4934, loss: 5.4934 2025-08-11 01:40:55,302 - pyskl - INFO - Epoch [133][1300/7492] lr: 1.722e-03, eta: 21:15:07, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5112, top5_acc: 0.7547, loss_cls: 5.6464, loss: 5.6464 2025-08-11 01:41:51,884 - pyskl - INFO - Epoch [133][1400/7492] lr: 1.720e-03, eta: 21:14:09, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5209, top5_acc: 0.7584, loss_cls: 5.6627, loss: 5.6627 2025-08-11 01:42:48,308 - pyskl - INFO - Epoch [133][1500/7492] lr: 1.717e-03, eta: 21:13:12, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5147, top5_acc: 0.7525, loss_cls: 5.6328, loss: 5.6328 2025-08-11 01:43:45,782 - pyskl - INFO - Epoch [133][1600/7492] lr: 1.715e-03, eta: 21:12:15, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5319, top5_acc: 0.7647, loss_cls: 5.5217, loss: 5.5217 2025-08-11 01:44:42,878 - pyskl - INFO - Epoch [133][1700/7492] lr: 1.712e-03, eta: 21:11:17, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5225, top5_acc: 0.7728, loss_cls: 5.6219, loss: 5.6219 2025-08-11 01:45:40,201 - pyskl - INFO - Epoch [133][1800/7492] lr: 1.710e-03, eta: 21:10:20, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5175, top5_acc: 0.7672, loss_cls: 5.5623, loss: 5.5623 2025-08-11 01:46:36,854 - pyskl - INFO - Epoch [133][1900/7492] lr: 1.707e-03, eta: 21:09:23, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5128, top5_acc: 0.7509, loss_cls: 5.6873, loss: 5.6873 2025-08-11 01:47:33,630 - pyskl - INFO - Epoch [133][2000/7492] lr: 1.705e-03, eta: 21:08:25, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5178, top5_acc: 0.7700, loss_cls: 5.5671, loss: 5.5671 2025-08-11 01:48:30,915 - pyskl - INFO - Epoch [133][2100/7492] lr: 1.702e-03, eta: 21:07:28, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5178, top5_acc: 0.7653, loss_cls: 5.6497, loss: 5.6497 2025-08-11 01:49:27,880 - pyskl - INFO - Epoch [133][2200/7492] lr: 1.699e-03, eta: 21:06:31, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5016, top5_acc: 0.7588, loss_cls: 5.7069, loss: 5.7069 2025-08-11 01:50:24,322 - pyskl - INFO - Epoch [133][2300/7492] lr: 1.697e-03, eta: 21:05:33, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5131, top5_acc: 0.7641, loss_cls: 5.6482, loss: 5.6482 2025-08-11 01:51:21,414 - pyskl - INFO - Epoch [133][2400/7492] lr: 1.694e-03, eta: 21:04:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5081, top5_acc: 0.7638, loss_cls: 5.6815, loss: 5.6815 2025-08-11 01:52:18,777 - pyskl - INFO - Epoch [133][2500/7492] lr: 1.692e-03, eta: 21:03:39, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5284, top5_acc: 0.7678, loss_cls: 5.5535, loss: 5.5535 2025-08-11 01:53:15,703 - pyskl - INFO - Epoch [133][2600/7492] lr: 1.689e-03, eta: 21:02:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5159, top5_acc: 0.7591, loss_cls: 5.5638, loss: 5.5638 2025-08-11 01:54:13,376 - pyskl - INFO - Epoch [133][2700/7492] lr: 1.687e-03, eta: 21:01:44, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5153, top5_acc: 0.7594, loss_cls: 5.6144, loss: 5.6144 2025-08-11 01:55:10,025 - pyskl - INFO - Epoch [133][2800/7492] lr: 1.684e-03, eta: 21:00:47, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5131, top5_acc: 0.7634, loss_cls: 5.6084, loss: 5.6084 2025-08-11 01:56:08,266 - pyskl - INFO - Epoch [133][2900/7492] lr: 1.682e-03, eta: 20:59:50, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5319, top5_acc: 0.7709, loss_cls: 5.5770, loss: 5.5770 2025-08-11 01:57:05,783 - pyskl - INFO - Epoch [133][3000/7492] lr: 1.679e-03, eta: 20:58:52, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5159, top5_acc: 0.7578, loss_cls: 5.6433, loss: 5.6433 2025-08-11 01:58:03,423 - pyskl - INFO - Epoch [133][3100/7492] lr: 1.677e-03, eta: 20:57:55, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.4997, top5_acc: 0.7562, loss_cls: 5.6543, loss: 5.6543 2025-08-11 01:59:01,325 - pyskl - INFO - Epoch [133][3200/7492] lr: 1.674e-03, eta: 20:56:58, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5122, top5_acc: 0.7572, loss_cls: 5.7224, loss: 5.7224 2025-08-11 01:59:58,968 - pyskl - INFO - Epoch [133][3300/7492] lr: 1.672e-03, eta: 20:56:01, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5191, top5_acc: 0.7600, loss_cls: 5.6060, loss: 5.6060 2025-08-11 02:00:56,544 - pyskl - INFO - Epoch [133][3400/7492] lr: 1.669e-03, eta: 20:55:03, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5081, top5_acc: 0.7581, loss_cls: 5.6898, loss: 5.6898 2025-08-11 02:01:53,815 - pyskl - INFO - Epoch [133][3500/7492] lr: 1.667e-03, eta: 20:54:06, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5184, top5_acc: 0.7688, loss_cls: 5.5597, loss: 5.5597 2025-08-11 02:02:51,181 - pyskl - INFO - Epoch [133][3600/7492] lr: 1.664e-03, eta: 20:53:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5169, top5_acc: 0.7644, loss_cls: 5.6195, loss: 5.6195 2025-08-11 02:03:48,923 - pyskl - INFO - Epoch [133][3700/7492] lr: 1.662e-03, eta: 20:52:12, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5166, top5_acc: 0.7716, loss_cls: 5.5975, loss: 5.5975 2025-08-11 02:04:46,460 - pyskl - INFO - Epoch [133][3800/7492] lr: 1.659e-03, eta: 20:51:14, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5006, top5_acc: 0.7603, loss_cls: 5.7472, loss: 5.7472 2025-08-11 02:05:43,947 - pyskl - INFO - Epoch [133][3900/7492] lr: 1.657e-03, eta: 20:50:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5241, top5_acc: 0.7647, loss_cls: 5.5516, loss: 5.5516 2025-08-11 02:06:41,021 - pyskl - INFO - Epoch [133][4000/7492] lr: 1.654e-03, eta: 20:49:20, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5184, top5_acc: 0.7519, loss_cls: 5.6076, loss: 5.6076 2025-08-11 02:07:38,904 - pyskl - INFO - Epoch [133][4100/7492] lr: 1.652e-03, eta: 20:48:23, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5175, top5_acc: 0.7691, loss_cls: 5.6702, loss: 5.6702 2025-08-11 02:08:36,114 - pyskl - INFO - Epoch [133][4200/7492] lr: 1.649e-03, eta: 20:47:25, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5247, top5_acc: 0.7634, loss_cls: 5.5734, loss: 5.5734 2025-08-11 02:09:34,110 - pyskl - INFO - Epoch [133][4300/7492] lr: 1.647e-03, eta: 20:46:28, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5206, top5_acc: 0.7731, loss_cls: 5.5296, loss: 5.5296 2025-08-11 02:10:32,337 - pyskl - INFO - Epoch [133][4400/7492] lr: 1.644e-03, eta: 20:45:31, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5109, top5_acc: 0.7700, loss_cls: 5.6522, loss: 5.6522 2025-08-11 02:11:29,331 - pyskl - INFO - Epoch [133][4500/7492] lr: 1.642e-03, eta: 20:44:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5191, top5_acc: 0.7725, loss_cls: 5.6030, loss: 5.6030 2025-08-11 02:12:26,822 - pyskl - INFO - Epoch [133][4600/7492] lr: 1.639e-03, eta: 20:43:36, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5181, top5_acc: 0.7619, loss_cls: 5.6749, loss: 5.6749 2025-08-11 02:13:24,427 - pyskl - INFO - Epoch [133][4700/7492] lr: 1.637e-03, eta: 20:42:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5225, top5_acc: 0.7650, loss_cls: 5.6641, loss: 5.6641 2025-08-11 02:14:22,126 - pyskl - INFO - Epoch [133][4800/7492] lr: 1.634e-03, eta: 20:41:42, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5091, top5_acc: 0.7534, loss_cls: 5.6930, loss: 5.6930 2025-08-11 02:15:19,300 - pyskl - INFO - Epoch [133][4900/7492] lr: 1.632e-03, eta: 20:40:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5322, top5_acc: 0.7728, loss_cls: 5.5904, loss: 5.5904 2025-08-11 02:16:16,120 - pyskl - INFO - Epoch [133][5000/7492] lr: 1.629e-03, eta: 20:39:47, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5138, top5_acc: 0.7516, loss_cls: 5.6935, loss: 5.6935 2025-08-11 02:17:12,740 - pyskl - INFO - Epoch [133][5100/7492] lr: 1.627e-03, eta: 20:38:50, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5234, top5_acc: 0.7628, loss_cls: 5.6582, loss: 5.6582 2025-08-11 02:18:09,243 - pyskl - INFO - Epoch [133][5200/7492] lr: 1.624e-03, eta: 20:37:53, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5203, top5_acc: 0.7688, loss_cls: 5.5737, loss: 5.5737 2025-08-11 02:19:07,364 - pyskl - INFO - Epoch [133][5300/7492] lr: 1.622e-03, eta: 20:36:55, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5044, top5_acc: 0.7538, loss_cls: 5.6886, loss: 5.6886 2025-08-11 02:20:04,966 - pyskl - INFO - Epoch [133][5400/7492] lr: 1.619e-03, eta: 20:35:58, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5216, top5_acc: 0.7588, loss_cls: 5.6635, loss: 5.6635 2025-08-11 02:21:03,631 - pyskl - INFO - Epoch [133][5500/7492] lr: 1.617e-03, eta: 20:35:01, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5169, top5_acc: 0.7750, loss_cls: 5.6128, loss: 5.6128 2025-08-11 02:22:01,148 - pyskl - INFO - Epoch [133][5600/7492] lr: 1.614e-03, eta: 20:34:04, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5253, top5_acc: 0.7747, loss_cls: 5.5801, loss: 5.5801 2025-08-11 02:22:58,311 - pyskl - INFO - Epoch [133][5700/7492] lr: 1.612e-03, eta: 20:33:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5178, top5_acc: 0.7566, loss_cls: 5.6730, loss: 5.6730 2025-08-11 02:23:55,814 - pyskl - INFO - Epoch [133][5800/7492] lr: 1.609e-03, eta: 20:32:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5309, top5_acc: 0.7609, loss_cls: 5.6098, loss: 5.6098 2025-08-11 02:24:52,905 - pyskl - INFO - Epoch [133][5900/7492] lr: 1.607e-03, eta: 20:31:12, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5044, top5_acc: 0.7722, loss_cls: 5.5724, loss: 5.5724 2025-08-11 02:25:49,692 - pyskl - INFO - Epoch [133][6000/7492] lr: 1.605e-03, eta: 20:30:15, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5156, top5_acc: 0.7578, loss_cls: 5.7062, loss: 5.7062 2025-08-11 02:26:48,458 - pyskl - INFO - Epoch [133][6100/7492] lr: 1.602e-03, eta: 20:29:17, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.5238, top5_acc: 0.7716, loss_cls: 5.6516, loss: 5.6516 2025-08-11 02:27:46,094 - pyskl - INFO - Epoch [133][6200/7492] lr: 1.600e-03, eta: 20:28:20, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5194, top5_acc: 0.7497, loss_cls: 5.7348, loss: 5.7348 2025-08-11 02:28:44,619 - pyskl - INFO - Epoch [133][6300/7492] lr: 1.597e-03, eta: 20:27:23, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5169, top5_acc: 0.7603, loss_cls: 5.7027, loss: 5.7027 2025-08-11 02:29:43,011 - pyskl - INFO - Epoch [133][6400/7492] lr: 1.595e-03, eta: 20:26:26, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5150, top5_acc: 0.7606, loss_cls: 5.6109, loss: 5.6109 2025-08-11 02:30:41,685 - pyskl - INFO - Epoch [133][6500/7492] lr: 1.592e-03, eta: 20:25:29, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5072, top5_acc: 0.7566, loss_cls: 5.6857, loss: 5.6857 2025-08-11 02:31:39,556 - pyskl - INFO - Epoch [133][6600/7492] lr: 1.590e-03, eta: 20:24:32, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5091, top5_acc: 0.7634, loss_cls: 5.5954, loss: 5.5954 2025-08-11 02:32:37,365 - pyskl - INFO - Epoch [133][6700/7492] lr: 1.587e-03, eta: 20:23:34, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5041, top5_acc: 0.7609, loss_cls: 5.5662, loss: 5.5662 2025-08-11 02:33:35,412 - pyskl - INFO - Epoch [133][6800/7492] lr: 1.585e-03, eta: 20:22:37, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5075, top5_acc: 0.7550, loss_cls: 5.6598, loss: 5.6598 2025-08-11 02:34:33,597 - pyskl - INFO - Epoch [133][6900/7492] lr: 1.582e-03, eta: 20:21:40, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5125, top5_acc: 0.7569, loss_cls: 5.6352, loss: 5.6352 2025-08-11 02:35:29,985 - pyskl - INFO - Epoch [133][7000/7492] lr: 1.580e-03, eta: 20:20:43, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5119, top5_acc: 0.7553, loss_cls: 5.7092, loss: 5.7092 2025-08-11 02:36:28,169 - pyskl - INFO - Epoch [133][7100/7492] lr: 1.578e-03, eta: 20:19:45, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5128, top5_acc: 0.7522, loss_cls: 5.7251, loss: 5.7251 2025-08-11 02:37:26,116 - pyskl - INFO - Epoch [133][7200/7492] lr: 1.575e-03, eta: 20:18:48, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5075, top5_acc: 0.7538, loss_cls: 5.7093, loss: 5.7093 2025-08-11 02:38:22,604 - pyskl - INFO - Epoch [133][7300/7492] lr: 1.573e-03, eta: 20:17:51, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5116, top5_acc: 0.7553, loss_cls: 5.6726, loss: 5.6726 2025-08-11 02:39:20,067 - pyskl - INFO - Epoch [133][7400/7492] lr: 1.570e-03, eta: 20:16:54, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5175, top5_acc: 0.7644, loss_cls: 5.7302, loss: 5.7302 2025-08-11 02:40:15,774 - pyskl - INFO - Saving checkpoint at 133 epochs 2025-08-11 02:41:04,585 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 02:41:05,374 - pyskl - INFO - top1_acc 0.4384 top5_acc 0.6902 2025-08-11 02:41:05,374 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 02:41:05,432 - pyskl - INFO - mean_acc 0.4382 2025-08-11 02:41:05,498 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_131.pth was removed 2025-08-11 02:41:07,218 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_133.pth. 2025-08-11 02:41:07,219 - pyskl - INFO - Best top1_acc is 0.4384 at 133 epoch. 2025-08-11 02:41:07,235 - pyskl - INFO - Epoch(val) [133][617] top1_acc: 0.4384, top5_acc: 0.6902, mean_class_accuracy: 0.4382 2025-08-11 02:42:39,589 - pyskl - INFO - Epoch [134][100/7492] lr: 1.566e-03, eta: 20:15:01, time: 0.923, data_time: 0.342, memory: 11068, top1_acc: 0.5381, top5_acc: 0.7747, loss_cls: 5.5130, loss: 5.5130 2025-08-11 02:43:38,379 - pyskl - INFO - Epoch [134][200/7492] lr: 1.563e-03, eta: 20:14:04, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.5366, top5_acc: 0.7778, loss_cls: 5.5525, loss: 5.5525 2025-08-11 02:44:37,125 - pyskl - INFO - Epoch [134][300/7492] lr: 1.561e-03, eta: 20:13:07, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5278, top5_acc: 0.7694, loss_cls: 5.6388, loss: 5.6388 2025-08-11 02:45:35,817 - pyskl - INFO - Epoch [134][400/7492] lr: 1.558e-03, eta: 20:12:10, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5328, top5_acc: 0.7775, loss_cls: 5.5533, loss: 5.5533 2025-08-11 02:46:33,606 - pyskl - INFO - Epoch [134][500/7492] lr: 1.556e-03, eta: 20:11:13, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5238, top5_acc: 0.7672, loss_cls: 5.5740, loss: 5.5740 2025-08-11 02:47:32,069 - pyskl - INFO - Epoch [134][600/7492] lr: 1.553e-03, eta: 20:10:16, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5306, top5_acc: 0.7684, loss_cls: 5.5941, loss: 5.5941 2025-08-11 02:48:28,482 - pyskl - INFO - Epoch [134][700/7492] lr: 1.551e-03, eta: 20:09:18, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5209, top5_acc: 0.7681, loss_cls: 5.5066, loss: 5.5066 2025-08-11 02:49:25,791 - pyskl - INFO - Epoch [134][800/7492] lr: 1.549e-03, eta: 20:08:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5353, top5_acc: 0.7709, loss_cls: 5.5239, loss: 5.5239 2025-08-11 02:50:23,176 - pyskl - INFO - Epoch [134][900/7492] lr: 1.546e-03, eta: 20:07:24, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5225, top5_acc: 0.7684, loss_cls: 5.5126, loss: 5.5126 2025-08-11 02:51:20,251 - pyskl - INFO - Epoch [134][1000/7492] lr: 1.544e-03, eta: 20:06:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5431, top5_acc: 0.7834, loss_cls: 5.4631, loss: 5.4631 2025-08-11 02:52:17,596 - pyskl - INFO - Epoch [134][1100/7492] lr: 1.541e-03, eta: 20:05:29, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5194, top5_acc: 0.7706, loss_cls: 5.6321, loss: 5.6321 2025-08-11 02:53:15,004 - pyskl - INFO - Epoch [134][1200/7492] lr: 1.539e-03, eta: 20:04:32, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5334, top5_acc: 0.7731, loss_cls: 5.4898, loss: 5.4898 2025-08-11 02:54:12,402 - pyskl - INFO - Epoch [134][1300/7492] lr: 1.536e-03, eta: 20:03:35, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5288, top5_acc: 0.7784, loss_cls: 5.5368, loss: 5.5368 2025-08-11 02:55:09,788 - pyskl - INFO - Epoch [134][1400/7492] lr: 1.534e-03, eta: 20:02:37, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5369, top5_acc: 0.7887, loss_cls: 5.4805, loss: 5.4805 2025-08-11 02:56:07,082 - pyskl - INFO - Epoch [134][1500/7492] lr: 1.532e-03, eta: 20:01:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5150, top5_acc: 0.7681, loss_cls: 5.6131, loss: 5.6131 2025-08-11 02:57:04,325 - pyskl - INFO - Epoch [134][1600/7492] lr: 1.529e-03, eta: 20:00:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5250, top5_acc: 0.7759, loss_cls: 5.5457, loss: 5.5457 2025-08-11 02:58:01,464 - pyskl - INFO - Epoch [134][1700/7492] lr: 1.527e-03, eta: 19:59:46, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5228, top5_acc: 0.7756, loss_cls: 5.5822, loss: 5.5822 2025-08-11 02:58:58,706 - pyskl - INFO - Epoch [134][1800/7492] lr: 1.524e-03, eta: 19:58:48, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5250, top5_acc: 0.7762, loss_cls: 5.5756, loss: 5.5756 2025-08-11 02:59:56,245 - pyskl - INFO - Epoch [134][1900/7492] lr: 1.522e-03, eta: 19:57:51, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5306, top5_acc: 0.7709, loss_cls: 5.5510, loss: 5.5510 2025-08-11 03:00:53,983 - pyskl - INFO - Epoch [134][2000/7492] lr: 1.520e-03, eta: 19:56:54, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5331, top5_acc: 0.7841, loss_cls: 5.3911, loss: 5.3911 2025-08-11 03:01:51,699 - pyskl - INFO - Epoch [134][2100/7492] lr: 1.517e-03, eta: 19:55:57, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5331, top5_acc: 0.7716, loss_cls: 5.6213, loss: 5.6213 2025-08-11 03:02:49,148 - pyskl - INFO - Epoch [134][2200/7492] lr: 1.515e-03, eta: 19:54:59, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5222, top5_acc: 0.7800, loss_cls: 5.4826, loss: 5.4826 2025-08-11 03:03:47,213 - pyskl - INFO - Epoch [134][2300/7492] lr: 1.512e-03, eta: 19:54:02, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5434, top5_acc: 0.7716, loss_cls: 5.5165, loss: 5.5165 2025-08-11 03:04:45,301 - pyskl - INFO - Epoch [134][2400/7492] lr: 1.510e-03, eta: 19:53:05, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5172, top5_acc: 0.7756, loss_cls: 5.5131, loss: 5.5131 2025-08-11 03:05:42,271 - pyskl - INFO - Epoch [134][2500/7492] lr: 1.508e-03, eta: 19:52:08, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5200, top5_acc: 0.7731, loss_cls: 5.5753, loss: 5.5753 2025-08-11 03:06:39,268 - pyskl - INFO - Epoch [134][2600/7492] lr: 1.505e-03, eta: 19:51:10, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5322, top5_acc: 0.7722, loss_cls: 5.5247, loss: 5.5247 2025-08-11 03:07:36,989 - pyskl - INFO - Epoch [134][2700/7492] lr: 1.503e-03, eta: 19:50:13, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5375, top5_acc: 0.7716, loss_cls: 5.5312, loss: 5.5312 2025-08-11 03:08:35,613 - pyskl - INFO - Epoch [134][2800/7492] lr: 1.500e-03, eta: 19:49:16, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5419, top5_acc: 0.7731, loss_cls: 5.5358, loss: 5.5358 2025-08-11 03:09:33,650 - pyskl - INFO - Epoch [134][2900/7492] lr: 1.498e-03, eta: 19:48:19, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5131, top5_acc: 0.7681, loss_cls: 5.6664, loss: 5.6664 2025-08-11 03:10:30,054 - pyskl - INFO - Epoch [134][3000/7492] lr: 1.496e-03, eta: 19:47:21, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5184, top5_acc: 0.7694, loss_cls: 5.5364, loss: 5.5364 2025-08-11 03:11:27,703 - pyskl - INFO - Epoch [134][3100/7492] lr: 1.493e-03, eta: 19:46:24, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5316, top5_acc: 0.7778, loss_cls: 5.4102, loss: 5.4102 2025-08-11 03:12:24,701 - pyskl - INFO - Epoch [134][3200/7492] lr: 1.491e-03, eta: 19:45:27, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5366, top5_acc: 0.7722, loss_cls: 5.5418, loss: 5.5418 2025-08-11 03:13:21,617 - pyskl - INFO - Epoch [134][3300/7492] lr: 1.489e-03, eta: 19:44:29, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5166, top5_acc: 0.7638, loss_cls: 5.6036, loss: 5.6036 2025-08-11 03:14:18,618 - pyskl - INFO - Epoch [134][3400/7492] lr: 1.486e-03, eta: 19:43:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5238, top5_acc: 0.7638, loss_cls: 5.5308, loss: 5.5308 2025-08-11 03:15:15,509 - pyskl - INFO - Epoch [134][3500/7492] lr: 1.484e-03, eta: 19:42:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5350, top5_acc: 0.7762, loss_cls: 5.5504, loss: 5.5504 2025-08-11 03:16:12,324 - pyskl - INFO - Epoch [134][3600/7492] lr: 1.481e-03, eta: 19:41:37, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5212, top5_acc: 0.7647, loss_cls: 5.5703, loss: 5.5703 2025-08-11 03:17:10,249 - pyskl - INFO - Epoch [134][3700/7492] lr: 1.479e-03, eta: 19:40:40, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5194, top5_acc: 0.7616, loss_cls: 5.5679, loss: 5.5679 2025-08-11 03:18:08,443 - pyskl - INFO - Epoch [134][3800/7492] lr: 1.477e-03, eta: 19:39:43, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5266, top5_acc: 0.7681, loss_cls: 5.5455, loss: 5.5455 2025-08-11 03:19:05,099 - pyskl - INFO - Epoch [134][3900/7492] lr: 1.474e-03, eta: 19:38:46, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5072, top5_acc: 0.7528, loss_cls: 5.6671, loss: 5.6671 2025-08-11 03:20:02,500 - pyskl - INFO - Epoch [134][4000/7492] lr: 1.472e-03, eta: 19:37:48, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5256, top5_acc: 0.7619, loss_cls: 5.5367, loss: 5.5367 2025-08-11 03:20:59,078 - pyskl - INFO - Epoch [134][4100/7492] lr: 1.470e-03, eta: 19:36:51, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5216, top5_acc: 0.7700, loss_cls: 5.5177, loss: 5.5177 2025-08-11 03:21:56,702 - pyskl - INFO - Epoch [134][4200/7492] lr: 1.467e-03, eta: 19:35:54, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5047, top5_acc: 0.7597, loss_cls: 5.6430, loss: 5.6430 2025-08-11 03:22:54,212 - pyskl - INFO - Epoch [134][4300/7492] lr: 1.465e-03, eta: 19:34:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5138, top5_acc: 0.7603, loss_cls: 5.6742, loss: 5.6742 2025-08-11 03:23:52,087 - pyskl - INFO - Epoch [134][4400/7492] lr: 1.463e-03, eta: 19:33:59, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5191, top5_acc: 0.7719, loss_cls: 5.5367, loss: 5.5367 2025-08-11 03:24:48,771 - pyskl - INFO - Epoch [134][4500/7492] lr: 1.460e-03, eta: 19:33:02, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5203, top5_acc: 0.7703, loss_cls: 5.6342, loss: 5.6342 2025-08-11 03:25:45,602 - pyskl - INFO - Epoch [134][4600/7492] lr: 1.458e-03, eta: 19:32:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5250, top5_acc: 0.7756, loss_cls: 5.5398, loss: 5.5398 2025-08-11 03:26:43,266 - pyskl - INFO - Epoch [134][4700/7492] lr: 1.456e-03, eta: 19:31:07, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5266, top5_acc: 0.7747, loss_cls: 5.5257, loss: 5.5257 2025-08-11 03:27:40,092 - pyskl - INFO - Epoch [134][4800/7492] lr: 1.453e-03, eta: 19:30:10, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5131, top5_acc: 0.7741, loss_cls: 5.5230, loss: 5.5230 2025-08-11 03:28:36,998 - pyskl - INFO - Epoch [134][4900/7492] lr: 1.451e-03, eta: 19:29:13, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5281, top5_acc: 0.7688, loss_cls: 5.4619, loss: 5.4619 2025-08-11 03:29:34,046 - pyskl - INFO - Epoch [134][5000/7492] lr: 1.448e-03, eta: 19:28:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5209, top5_acc: 0.7691, loss_cls: 5.5278, loss: 5.5278 2025-08-11 03:30:31,317 - pyskl - INFO - Epoch [134][5100/7492] lr: 1.446e-03, eta: 19:27:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5284, top5_acc: 0.7712, loss_cls: 5.5822, loss: 5.5822 2025-08-11 03:31:28,434 - pyskl - INFO - Epoch [134][5200/7492] lr: 1.444e-03, eta: 19:26:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5259, top5_acc: 0.7731, loss_cls: 5.5492, loss: 5.5492 2025-08-11 03:32:26,838 - pyskl - INFO - Epoch [134][5300/7492] lr: 1.441e-03, eta: 19:25:24, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5175, top5_acc: 0.7741, loss_cls: 5.5313, loss: 5.5313 2025-08-11 03:33:25,512 - pyskl - INFO - Epoch [134][5400/7492] lr: 1.439e-03, eta: 19:24:27, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5272, top5_acc: 0.7559, loss_cls: 5.6230, loss: 5.6230 2025-08-11 03:34:24,409 - pyskl - INFO - Epoch [134][5500/7492] lr: 1.437e-03, eta: 19:23:29, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.5350, top5_acc: 0.7822, loss_cls: 5.5044, loss: 5.5044 2025-08-11 03:35:23,457 - pyskl - INFO - Epoch [134][5600/7492] lr: 1.434e-03, eta: 19:22:32, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.5194, top5_acc: 0.7794, loss_cls: 5.5012, loss: 5.5012 2025-08-11 03:36:21,561 - pyskl - INFO - Epoch [134][5700/7492] lr: 1.432e-03, eta: 19:21:35, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5250, top5_acc: 0.7669, loss_cls: 5.4808, loss: 5.4808 2025-08-11 03:37:19,116 - pyskl - INFO - Epoch [134][5800/7492] lr: 1.430e-03, eta: 19:20:38, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5116, top5_acc: 0.7797, loss_cls: 5.5819, loss: 5.5819 2025-08-11 03:38:15,622 - pyskl - INFO - Epoch [134][5900/7492] lr: 1.427e-03, eta: 19:19:41, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5128, top5_acc: 0.7556, loss_cls: 5.6514, loss: 5.6514 2025-08-11 03:39:13,098 - pyskl - INFO - Epoch [134][6000/7492] lr: 1.425e-03, eta: 19:18:43, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5331, top5_acc: 0.7528, loss_cls: 5.5134, loss: 5.5134 2025-08-11 03:40:10,589 - pyskl - INFO - Epoch [134][6100/7492] lr: 1.423e-03, eta: 19:17:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 5.5450, loss: 5.5450 2025-08-11 03:41:07,625 - pyskl - INFO - Epoch [134][6200/7492] lr: 1.420e-03, eta: 19:16:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5144, top5_acc: 0.7669, loss_cls: 5.6596, loss: 5.6596 2025-08-11 03:42:05,654 - pyskl - INFO - Epoch [134][6300/7492] lr: 1.418e-03, eta: 19:15:52, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5272, top5_acc: 0.7659, loss_cls: 5.5061, loss: 5.5061 2025-08-11 03:43:02,082 - pyskl - INFO - Epoch [134][6400/7492] lr: 1.416e-03, eta: 19:14:54, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5328, top5_acc: 0.7656, loss_cls: 5.5386, loss: 5.5386 2025-08-11 03:43:59,293 - pyskl - INFO - Epoch [134][6500/7492] lr: 1.414e-03, eta: 19:13:57, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5300, top5_acc: 0.7716, loss_cls: 5.6903, loss: 5.6903 2025-08-11 03:44:55,811 - pyskl - INFO - Epoch [134][6600/7492] lr: 1.411e-03, eta: 19:12:59, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5156, top5_acc: 0.7631, loss_cls: 5.6054, loss: 5.6054 2025-08-11 03:45:53,060 - pyskl - INFO - Epoch [134][6700/7492] lr: 1.409e-03, eta: 19:12:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5356, top5_acc: 0.7725, loss_cls: 5.5800, loss: 5.5800 2025-08-11 03:46:49,849 - pyskl - INFO - Epoch [134][6800/7492] lr: 1.407e-03, eta: 19:11:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5231, top5_acc: 0.7741, loss_cls: 5.5284, loss: 5.5284 2025-08-11 03:47:47,572 - pyskl - INFO - Epoch [134][6900/7492] lr: 1.404e-03, eta: 19:10:08, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5291, top5_acc: 0.7597, loss_cls: 5.5106, loss: 5.5106 2025-08-11 03:48:45,441 - pyskl - INFO - Epoch [134][7000/7492] lr: 1.402e-03, eta: 19:09:10, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5250, top5_acc: 0.7697, loss_cls: 5.6282, loss: 5.6282 2025-08-11 03:49:42,802 - pyskl - INFO - Epoch [134][7100/7492] lr: 1.400e-03, eta: 19:08:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5334, top5_acc: 0.7756, loss_cls: 5.4991, loss: 5.4991 2025-08-11 03:50:39,815 - pyskl - INFO - Epoch [134][7200/7492] lr: 1.397e-03, eta: 19:07:16, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5209, top5_acc: 0.7631, loss_cls: 5.5504, loss: 5.5504 2025-08-11 03:51:37,252 - pyskl - INFO - Epoch [134][7300/7492] lr: 1.395e-03, eta: 19:06:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5284, top5_acc: 0.7722, loss_cls: 5.5746, loss: 5.5746 2025-08-11 03:52:33,866 - pyskl - INFO - Epoch [134][7400/7492] lr: 1.393e-03, eta: 19:05:21, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5300, top5_acc: 0.7731, loss_cls: 5.4704, loss: 5.4704 2025-08-11 03:53:27,960 - pyskl - INFO - Saving checkpoint at 134 epochs 2025-08-11 03:54:16,451 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 03:54:17,111 - pyskl - INFO - top1_acc 0.4456 top5_acc 0.6929 2025-08-11 03:54:17,112 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 03:54:17,170 - pyskl - INFO - mean_acc 0.4454 2025-08-11 03:54:17,233 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_133.pth was removed 2025-08-11 03:54:18,776 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_134.pth. 2025-08-11 03:54:18,777 - pyskl - INFO - Best top1_acc is 0.4456 at 134 epoch. 2025-08-11 03:54:18,795 - pyskl - INFO - Epoch(val) [134][617] top1_acc: 0.4456, top5_acc: 0.6929, mean_class_accuracy: 0.4454 2025-08-11 03:55:49,471 - pyskl - INFO - Epoch [135][100/7492] lr: 1.388e-03, eta: 19:03:29, time: 0.907, data_time: 0.329, memory: 11068, top1_acc: 0.5425, top5_acc: 0.7834, loss_cls: 5.3909, loss: 5.3909 2025-08-11 03:56:46,720 - pyskl - INFO - Epoch [135][200/7492] lr: 1.386e-03, eta: 19:02:32, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5294, top5_acc: 0.7853, loss_cls: 5.4810, loss: 5.4810 2025-08-11 03:57:43,763 - pyskl - INFO - Epoch [135][300/7492] lr: 1.384e-03, eta: 19:01:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5328, top5_acc: 0.7816, loss_cls: 5.4166, loss: 5.4166 2025-08-11 03:58:41,535 - pyskl - INFO - Epoch [135][400/7492] lr: 1.381e-03, eta: 19:00:37, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5259, top5_acc: 0.7809, loss_cls: 5.4333, loss: 5.4333 2025-08-11 03:59:39,278 - pyskl - INFO - Epoch [135][500/7492] lr: 1.379e-03, eta: 18:59:40, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5478, top5_acc: 0.7875, loss_cls: 5.3088, loss: 5.3088 2025-08-11 04:00:36,871 - pyskl - INFO - Epoch [135][600/7492] lr: 1.377e-03, eta: 18:58:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5475, top5_acc: 0.7866, loss_cls: 5.4099, loss: 5.4099 2025-08-11 04:01:34,455 - pyskl - INFO - Epoch [135][700/7492] lr: 1.375e-03, eta: 18:57:45, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5559, top5_acc: 0.7931, loss_cls: 5.3256, loss: 5.3256 2025-08-11 04:02:31,334 - pyskl - INFO - Epoch [135][800/7492] lr: 1.372e-03, eta: 18:56:48, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5428, top5_acc: 0.7884, loss_cls: 5.4180, loss: 5.4180 2025-08-11 04:03:29,005 - pyskl - INFO - Epoch [135][900/7492] lr: 1.370e-03, eta: 18:55:51, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5316, top5_acc: 0.7775, loss_cls: 5.4999, loss: 5.4999 2025-08-11 04:04:27,027 - pyskl - INFO - Epoch [135][1000/7492] lr: 1.368e-03, eta: 18:54:54, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5497, top5_acc: 0.7837, loss_cls: 5.4902, loss: 5.4902 2025-08-11 04:05:24,195 - pyskl - INFO - Epoch [135][1100/7492] lr: 1.365e-03, eta: 18:53:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5284, top5_acc: 0.7662, loss_cls: 5.5040, loss: 5.5040 2025-08-11 04:06:22,073 - pyskl - INFO - Epoch [135][1200/7492] lr: 1.363e-03, eta: 18:52:59, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5322, top5_acc: 0.7831, loss_cls: 5.5122, loss: 5.5122 2025-08-11 04:07:19,008 - pyskl - INFO - Epoch [135][1300/7492] lr: 1.361e-03, eta: 18:52:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5428, top5_acc: 0.7788, loss_cls: 5.5389, loss: 5.5389 2025-08-11 04:08:15,892 - pyskl - INFO - Epoch [135][1400/7492] lr: 1.359e-03, eta: 18:51:04, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5241, top5_acc: 0.7834, loss_cls: 5.3522, loss: 5.3522 2025-08-11 04:09:13,464 - pyskl - INFO - Epoch [135][1500/7492] lr: 1.356e-03, eta: 18:50:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5406, top5_acc: 0.7834, loss_cls: 5.5106, loss: 5.5106 2025-08-11 04:10:11,129 - pyskl - INFO - Epoch [135][1600/7492] lr: 1.354e-03, eta: 18:49:10, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5378, top5_acc: 0.7772, loss_cls: 5.4481, loss: 5.4481 2025-08-11 04:11:08,335 - pyskl - INFO - Epoch [135][1700/7492] lr: 1.352e-03, eta: 18:48:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5175, top5_acc: 0.7725, loss_cls: 5.5537, loss: 5.5537 2025-08-11 04:12:05,997 - pyskl - INFO - Epoch [135][1800/7492] lr: 1.350e-03, eta: 18:47:15, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5422, top5_acc: 0.7806, loss_cls: 5.4396, loss: 5.4396 2025-08-11 04:13:03,546 - pyskl - INFO - Epoch [135][1900/7492] lr: 1.347e-03, eta: 18:46:18, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5109, top5_acc: 0.7672, loss_cls: 5.5953, loss: 5.5953 2025-08-11 04:14:00,693 - pyskl - INFO - Epoch [135][2000/7492] lr: 1.345e-03, eta: 18:45:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5444, top5_acc: 0.7847, loss_cls: 5.4585, loss: 5.4585 2025-08-11 04:14:58,621 - pyskl - INFO - Epoch [135][2100/7492] lr: 1.343e-03, eta: 18:44:24, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5441, top5_acc: 0.7897, loss_cls: 5.4543, loss: 5.4543 2025-08-11 04:15:56,054 - pyskl - INFO - Epoch [135][2200/7492] lr: 1.340e-03, eta: 18:43:26, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5309, top5_acc: 0.7831, loss_cls: 5.4455, loss: 5.4455 2025-08-11 04:16:53,556 - pyskl - INFO - Epoch [135][2300/7492] lr: 1.338e-03, eta: 18:42:29, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5416, top5_acc: 0.7803, loss_cls: 5.4187, loss: 5.4187 2025-08-11 04:17:51,475 - pyskl - INFO - Epoch [135][2400/7492] lr: 1.336e-03, eta: 18:41:32, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5303, top5_acc: 0.7844, loss_cls: 5.4616, loss: 5.4616 2025-08-11 04:18:47,994 - pyskl - INFO - Epoch [135][2500/7492] lr: 1.334e-03, eta: 18:40:34, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5406, top5_acc: 0.7722, loss_cls: 5.4451, loss: 5.4451 2025-08-11 04:19:44,947 - pyskl - INFO - Epoch [135][2600/7492] lr: 1.331e-03, eta: 18:39:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5253, top5_acc: 0.7741, loss_cls: 5.5043, loss: 5.5043 2025-08-11 04:20:42,444 - pyskl - INFO - Epoch [135][2700/7492] lr: 1.329e-03, eta: 18:38:40, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5344, top5_acc: 0.7734, loss_cls: 5.5545, loss: 5.5545 2025-08-11 04:21:40,107 - pyskl - INFO - Epoch [135][2800/7492] lr: 1.327e-03, eta: 18:37:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5288, top5_acc: 0.7669, loss_cls: 5.4337, loss: 5.4337 2025-08-11 04:22:37,795 - pyskl - INFO - Epoch [135][2900/7492] lr: 1.325e-03, eta: 18:36:45, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5241, top5_acc: 0.7644, loss_cls: 5.5798, loss: 5.5798 2025-08-11 04:23:35,750 - pyskl - INFO - Epoch [135][3000/7492] lr: 1.322e-03, eta: 18:35:48, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5191, top5_acc: 0.7678, loss_cls: 5.5678, loss: 5.5678 2025-08-11 04:24:32,538 - pyskl - INFO - Epoch [135][3100/7492] lr: 1.320e-03, eta: 18:34:51, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5281, top5_acc: 0.7669, loss_cls: 5.5166, loss: 5.5166 2025-08-11 04:25:29,706 - pyskl - INFO - Epoch [135][3200/7492] lr: 1.318e-03, eta: 18:33:54, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5422, top5_acc: 0.7750, loss_cls: 5.4273, loss: 5.4273 2025-08-11 04:26:27,509 - pyskl - INFO - Epoch [135][3300/7492] lr: 1.316e-03, eta: 18:32:56, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5259, top5_acc: 0.7641, loss_cls: 5.5059, loss: 5.5059 2025-08-11 04:27:25,738 - pyskl - INFO - Epoch [135][3400/7492] lr: 1.314e-03, eta: 18:31:59, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5425, top5_acc: 0.7844, loss_cls: 5.3737, loss: 5.3737 2025-08-11 04:28:24,374 - pyskl - INFO - Epoch [135][3500/7492] lr: 1.311e-03, eta: 18:31:02, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5300, top5_acc: 0.7691, loss_cls: 5.5309, loss: 5.5309 2025-08-11 04:29:21,910 - pyskl - INFO - Epoch [135][3600/7492] lr: 1.309e-03, eta: 18:30:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5425, top5_acc: 0.7837, loss_cls: 5.4590, loss: 5.4590 2025-08-11 04:30:19,017 - pyskl - INFO - Epoch [135][3700/7492] lr: 1.307e-03, eta: 18:29:08, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5247, top5_acc: 0.7775, loss_cls: 5.5148, loss: 5.5148 2025-08-11 04:31:17,438 - pyskl - INFO - Epoch [135][3800/7492] lr: 1.305e-03, eta: 18:28:10, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5441, top5_acc: 0.7803, loss_cls: 5.4774, loss: 5.4774 2025-08-11 04:32:14,580 - pyskl - INFO - Epoch [135][3900/7492] lr: 1.302e-03, eta: 18:27:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5300, top5_acc: 0.7806, loss_cls: 5.5320, loss: 5.5320 2025-08-11 04:33:11,702 - pyskl - INFO - Epoch [135][4000/7492] lr: 1.300e-03, eta: 18:26:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5316, top5_acc: 0.7837, loss_cls: 5.4913, loss: 5.4913 2025-08-11 04:34:09,809 - pyskl - INFO - Epoch [135][4100/7492] lr: 1.298e-03, eta: 18:25:19, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5272, top5_acc: 0.7641, loss_cls: 5.5986, loss: 5.5986 2025-08-11 04:35:07,003 - pyskl - INFO - Epoch [135][4200/7492] lr: 1.296e-03, eta: 18:24:21, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5319, top5_acc: 0.7766, loss_cls: 5.5408, loss: 5.5408 2025-08-11 04:36:04,748 - pyskl - INFO - Epoch [135][4300/7492] lr: 1.293e-03, eta: 18:23:24, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5341, top5_acc: 0.7747, loss_cls: 5.5230, loss: 5.5230 2025-08-11 04:37:02,856 - pyskl - INFO - Epoch [135][4400/7492] lr: 1.291e-03, eta: 18:22:27, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5366, top5_acc: 0.7772, loss_cls: 5.4978, loss: 5.4978 2025-08-11 04:37:59,528 - pyskl - INFO - Epoch [135][4500/7492] lr: 1.289e-03, eta: 18:21:29, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5353, top5_acc: 0.7669, loss_cls: 5.5368, loss: 5.5368 2025-08-11 04:38:56,526 - pyskl - INFO - Epoch [135][4600/7492] lr: 1.287e-03, eta: 18:20:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5372, top5_acc: 0.7959, loss_cls: 5.3419, loss: 5.3419 2025-08-11 04:39:53,156 - pyskl - INFO - Epoch [135][4700/7492] lr: 1.285e-03, eta: 18:19:35, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5291, top5_acc: 0.7709, loss_cls: 5.5869, loss: 5.5869 2025-08-11 04:40:51,228 - pyskl - INFO - Epoch [135][4800/7492] lr: 1.282e-03, eta: 18:18:38, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5341, top5_acc: 0.7766, loss_cls: 5.4492, loss: 5.4492 2025-08-11 04:41:49,500 - pyskl - INFO - Epoch [135][4900/7492] lr: 1.280e-03, eta: 18:17:40, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5469, top5_acc: 0.7844, loss_cls: 5.4282, loss: 5.4282 2025-08-11 04:42:46,626 - pyskl - INFO - Epoch [135][5000/7492] lr: 1.278e-03, eta: 18:16:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5381, top5_acc: 0.7781, loss_cls: 5.5083, loss: 5.5083 2025-08-11 04:43:43,397 - pyskl - INFO - Epoch [135][5100/7492] lr: 1.276e-03, eta: 18:15:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5416, top5_acc: 0.7756, loss_cls: 5.5574, loss: 5.5574 2025-08-11 04:44:40,074 - pyskl - INFO - Epoch [135][5200/7492] lr: 1.274e-03, eta: 18:14:48, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5519, top5_acc: 0.7887, loss_cls: 5.3147, loss: 5.3147 2025-08-11 04:45:36,425 - pyskl - INFO - Epoch [135][5300/7492] lr: 1.271e-03, eta: 18:13:51, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5231, top5_acc: 0.7669, loss_cls: 5.4961, loss: 5.4961 2025-08-11 04:46:33,028 - pyskl - INFO - Epoch [135][5400/7492] lr: 1.269e-03, eta: 18:12:54, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5241, top5_acc: 0.7816, loss_cls: 5.5194, loss: 5.5194 2025-08-11 04:47:31,136 - pyskl - INFO - Epoch [135][5500/7492] lr: 1.267e-03, eta: 18:11:57, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5484, top5_acc: 0.7850, loss_cls: 5.2760, loss: 5.2760 2025-08-11 04:48:28,367 - pyskl - INFO - Epoch [135][5600/7492] lr: 1.265e-03, eta: 18:10:59, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5534, top5_acc: 0.7897, loss_cls: 5.3524, loss: 5.3524 2025-08-11 04:49:25,919 - pyskl - INFO - Epoch [135][5700/7492] lr: 1.263e-03, eta: 18:10:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5419, top5_acc: 0.7819, loss_cls: 5.4217, loss: 5.4217 2025-08-11 04:50:23,155 - pyskl - INFO - Epoch [135][5800/7492] lr: 1.260e-03, eta: 18:09:05, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5409, top5_acc: 0.7772, loss_cls: 5.3667, loss: 5.3667 2025-08-11 04:51:20,000 - pyskl - INFO - Epoch [135][5900/7492] lr: 1.258e-03, eta: 18:08:07, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5269, top5_acc: 0.7684, loss_cls: 5.4920, loss: 5.4920 2025-08-11 04:52:17,520 - pyskl - INFO - Epoch [135][6000/7492] lr: 1.256e-03, eta: 18:07:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5322, top5_acc: 0.7703, loss_cls: 5.5056, loss: 5.5056 2025-08-11 04:53:13,992 - pyskl - INFO - Epoch [135][6100/7492] lr: 1.254e-03, eta: 18:06:13, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5125, top5_acc: 0.7625, loss_cls: 5.6929, loss: 5.6929 2025-08-11 04:54:10,616 - pyskl - INFO - Epoch [135][6200/7492] lr: 1.252e-03, eta: 18:05:15, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5228, top5_acc: 0.7675, loss_cls: 5.5988, loss: 5.5988 2025-08-11 04:55:07,774 - pyskl - INFO - Epoch [135][6300/7492] lr: 1.249e-03, eta: 18:04:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5050, top5_acc: 0.7700, loss_cls: 5.6502, loss: 5.6502 2025-08-11 04:56:04,723 - pyskl - INFO - Epoch [135][6400/7492] lr: 1.247e-03, eta: 18:03:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5369, top5_acc: 0.7762, loss_cls: 5.4137, loss: 5.4137 2025-08-11 04:57:02,103 - pyskl - INFO - Epoch [135][6500/7492] lr: 1.245e-03, eta: 18:02:23, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5366, top5_acc: 0.7772, loss_cls: 5.5820, loss: 5.5820 2025-08-11 04:57:58,665 - pyskl - INFO - Epoch [135][6600/7492] lr: 1.243e-03, eta: 18:01:26, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5203, top5_acc: 0.7606, loss_cls: 5.5131, loss: 5.5131 2025-08-11 04:58:56,201 - pyskl - INFO - Epoch [135][6700/7492] lr: 1.241e-03, eta: 18:00:29, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5231, top5_acc: 0.7725, loss_cls: 5.5006, loss: 5.5006 2025-08-11 04:59:53,849 - pyskl - INFO - Epoch [135][6800/7492] lr: 1.239e-03, eta: 17:59:32, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5247, top5_acc: 0.7784, loss_cls: 5.5205, loss: 5.5205 2025-08-11 05:00:51,155 - pyskl - INFO - Epoch [135][6900/7492] lr: 1.236e-03, eta: 17:58:34, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5350, top5_acc: 0.7744, loss_cls: 5.5278, loss: 5.5278 2025-08-11 05:01:48,783 - pyskl - INFO - Epoch [135][7000/7492] lr: 1.234e-03, eta: 17:57:37, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5491, top5_acc: 0.7753, loss_cls: 5.4947, loss: 5.4947 2025-08-11 05:02:46,363 - pyskl - INFO - Epoch [135][7100/7492] lr: 1.232e-03, eta: 17:56:40, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5356, top5_acc: 0.7791, loss_cls: 5.4649, loss: 5.4649 2025-08-11 05:03:44,489 - pyskl - INFO - Epoch [135][7200/7492] lr: 1.230e-03, eta: 17:55:43, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5175, top5_acc: 0.7681, loss_cls: 5.5680, loss: 5.5680 2025-08-11 05:04:42,973 - pyskl - INFO - Epoch [135][7300/7492] lr: 1.228e-03, eta: 17:54:45, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5341, top5_acc: 0.7850, loss_cls: 5.4339, loss: 5.4339 2025-08-11 05:05:39,945 - pyskl - INFO - Epoch [135][7400/7492] lr: 1.226e-03, eta: 17:53:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5337, top5_acc: 0.7703, loss_cls: 5.4612, loss: 5.4612 2025-08-11 05:06:34,115 - pyskl - INFO - Saving checkpoint at 135 epochs 2025-08-11 05:07:22,656 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 05:07:23,321 - pyskl - INFO - top1_acc 0.4419 top5_acc 0.6924 2025-08-11 05:07:23,321 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 05:07:23,372 - pyskl - INFO - mean_acc 0.4416 2025-08-11 05:07:23,385 - pyskl - INFO - Epoch(val) [135][617] top1_acc: 0.4419, top5_acc: 0.6924, mean_class_accuracy: 0.4416 2025-08-11 05:08:53,080 - pyskl - INFO - Epoch [136][100/7492] lr: 1.221e-03, eta: 17:51:56, time: 0.897, data_time: 0.325, memory: 11068, top1_acc: 0.5369, top5_acc: 0.7906, loss_cls: 5.3996, loss: 5.3996 2025-08-11 05:09:50,607 - pyskl - INFO - Epoch [136][200/7492] lr: 1.219e-03, eta: 17:50:59, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5616, top5_acc: 0.7934, loss_cls: 5.3295, loss: 5.3295 2025-08-11 05:10:47,474 - pyskl - INFO - Epoch [136][300/7492] lr: 1.217e-03, eta: 17:50:01, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5616, top5_acc: 0.8066, loss_cls: 5.3153, loss: 5.3153 2025-08-11 05:11:45,132 - pyskl - INFO - Epoch [136][400/7492] lr: 1.215e-03, eta: 17:49:04, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5441, top5_acc: 0.7759, loss_cls: 5.4206, loss: 5.4206 2025-08-11 05:12:43,492 - pyskl - INFO - Epoch [136][500/7492] lr: 1.213e-03, eta: 17:48:07, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5259, top5_acc: 0.7816, loss_cls: 5.5238, loss: 5.5238 2025-08-11 05:13:41,989 - pyskl - INFO - Epoch [136][600/7492] lr: 1.211e-03, eta: 17:47:10, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5356, top5_acc: 0.7812, loss_cls: 5.4720, loss: 5.4720 2025-08-11 05:14:39,348 - pyskl - INFO - Epoch [136][700/7492] lr: 1.209e-03, eta: 17:46:13, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5413, top5_acc: 0.7878, loss_cls: 5.3488, loss: 5.3488 2025-08-11 05:15:36,338 - pyskl - INFO - Epoch [136][800/7492] lr: 1.206e-03, eta: 17:45:15, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5637, top5_acc: 0.8013, loss_cls: 5.3215, loss: 5.3215 2025-08-11 05:16:33,132 - pyskl - INFO - Epoch [136][900/7492] lr: 1.204e-03, eta: 17:44:18, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5381, top5_acc: 0.7928, loss_cls: 5.3971, loss: 5.3971 2025-08-11 05:17:30,889 - pyskl - INFO - Epoch [136][1000/7492] lr: 1.202e-03, eta: 17:43:21, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5537, top5_acc: 0.7847, loss_cls: 5.3337, loss: 5.3337 2025-08-11 05:18:28,709 - pyskl - INFO - Epoch [136][1100/7492] lr: 1.200e-03, eta: 17:42:23, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5356, top5_acc: 0.7878, loss_cls: 5.3367, loss: 5.3367 2025-08-11 05:19:25,940 - pyskl - INFO - Epoch [136][1200/7492] lr: 1.198e-03, eta: 17:41:26, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5484, top5_acc: 0.7850, loss_cls: 5.4039, loss: 5.4039 2025-08-11 05:20:24,048 - pyskl - INFO - Epoch [136][1300/7492] lr: 1.196e-03, eta: 17:40:29, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5500, top5_acc: 0.7819, loss_cls: 5.4500, loss: 5.4500 2025-08-11 05:21:22,122 - pyskl - INFO - Epoch [136][1400/7492] lr: 1.194e-03, eta: 17:39:32, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5459, top5_acc: 0.7834, loss_cls: 5.4349, loss: 5.4349 2025-08-11 05:22:20,886 - pyskl - INFO - Epoch [136][1500/7492] lr: 1.191e-03, eta: 17:38:35, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.5487, top5_acc: 0.7831, loss_cls: 5.4189, loss: 5.4189 2025-08-11 05:23:18,486 - pyskl - INFO - Epoch [136][1600/7492] lr: 1.189e-03, eta: 17:37:37, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5309, top5_acc: 0.7822, loss_cls: 5.4115, loss: 5.4115 2025-08-11 05:24:15,495 - pyskl - INFO - Epoch [136][1700/7492] lr: 1.187e-03, eta: 17:36:40, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5481, top5_acc: 0.7863, loss_cls: 5.4961, loss: 5.4961 2025-08-11 05:25:12,353 - pyskl - INFO - Epoch [136][1800/7492] lr: 1.185e-03, eta: 17:35:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5400, top5_acc: 0.7922, loss_cls: 5.3865, loss: 5.3865 2025-08-11 05:26:09,510 - pyskl - INFO - Epoch [136][1900/7492] lr: 1.183e-03, eta: 17:34:45, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5575, top5_acc: 0.7887, loss_cls: 5.2980, loss: 5.2980 2025-08-11 05:27:06,326 - pyskl - INFO - Epoch [136][2000/7492] lr: 1.181e-03, eta: 17:33:48, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5372, top5_acc: 0.7831, loss_cls: 5.3961, loss: 5.3961 2025-08-11 05:28:03,201 - pyskl - INFO - Epoch [136][2100/7492] lr: 1.179e-03, eta: 17:32:51, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5450, top5_acc: 0.7809, loss_cls: 5.3570, loss: 5.3570 2025-08-11 05:29:00,453 - pyskl - INFO - Epoch [136][2200/7492] lr: 1.177e-03, eta: 17:31:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5466, top5_acc: 0.7859, loss_cls: 5.3749, loss: 5.3749 2025-08-11 05:29:57,411 - pyskl - INFO - Epoch [136][2300/7492] lr: 1.174e-03, eta: 17:30:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5453, top5_acc: 0.7900, loss_cls: 5.3433, loss: 5.3433 2025-08-11 05:30:55,326 - pyskl - INFO - Epoch [136][2400/7492] lr: 1.172e-03, eta: 17:29:59, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5478, top5_acc: 0.7881, loss_cls: 5.3616, loss: 5.3616 2025-08-11 05:31:52,258 - pyskl - INFO - Epoch [136][2500/7492] lr: 1.170e-03, eta: 17:29:02, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5481, top5_acc: 0.7875, loss_cls: 5.3808, loss: 5.3808 2025-08-11 05:32:48,812 - pyskl - INFO - Epoch [136][2600/7492] lr: 1.168e-03, eta: 17:28:04, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5597, top5_acc: 0.7853, loss_cls: 5.3762, loss: 5.3762 2025-08-11 05:33:45,434 - pyskl - INFO - Epoch [136][2700/7492] lr: 1.166e-03, eta: 17:27:07, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5478, top5_acc: 0.7866, loss_cls: 5.3882, loss: 5.3882 2025-08-11 05:34:41,924 - pyskl - INFO - Epoch [136][2800/7492] lr: 1.164e-03, eta: 17:26:10, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5600, top5_acc: 0.7941, loss_cls: 5.3989, loss: 5.3989 2025-08-11 05:35:38,474 - pyskl - INFO - Epoch [136][2900/7492] lr: 1.162e-03, eta: 17:25:12, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5325, top5_acc: 0.7784, loss_cls: 5.4455, loss: 5.4455 2025-08-11 05:36:35,353 - pyskl - INFO - Epoch [136][3000/7492] lr: 1.160e-03, eta: 17:24:15, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5291, top5_acc: 0.7869, loss_cls: 5.4272, loss: 5.4272 2025-08-11 05:37:32,547 - pyskl - INFO - Epoch [136][3100/7492] lr: 1.158e-03, eta: 17:23:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5478, top5_acc: 0.7894, loss_cls: 5.3331, loss: 5.3331 2025-08-11 05:38:30,115 - pyskl - INFO - Epoch [136][3200/7492] lr: 1.155e-03, eta: 17:22:20, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5491, top5_acc: 0.7847, loss_cls: 5.3934, loss: 5.3934 2025-08-11 05:39:29,042 - pyskl - INFO - Epoch [136][3300/7492] lr: 1.153e-03, eta: 17:21:23, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.5366, top5_acc: 0.7834, loss_cls: 5.4272, loss: 5.4272 2025-08-11 05:40:27,649 - pyskl - INFO - Epoch [136][3400/7492] lr: 1.151e-03, eta: 17:20:26, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5522, top5_acc: 0.7884, loss_cls: 5.3060, loss: 5.3060 2025-08-11 05:41:25,181 - pyskl - INFO - Epoch [136][3500/7492] lr: 1.149e-03, eta: 17:19:29, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5344, top5_acc: 0.7716, loss_cls: 5.3994, loss: 5.3994 2025-08-11 05:42:23,401 - pyskl - INFO - Epoch [136][3600/7492] lr: 1.147e-03, eta: 17:18:32, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5353, top5_acc: 0.7791, loss_cls: 5.4347, loss: 5.4347 2025-08-11 05:43:21,084 - pyskl - INFO - Epoch [136][3700/7492] lr: 1.145e-03, eta: 17:17:34, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5300, top5_acc: 0.7738, loss_cls: 5.4840, loss: 5.4840 2025-08-11 05:44:18,549 - pyskl - INFO - Epoch [136][3800/7492] lr: 1.143e-03, eta: 17:16:37, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5309, top5_acc: 0.7844, loss_cls: 5.3480, loss: 5.3480 2025-08-11 05:45:17,188 - pyskl - INFO - Epoch [136][3900/7492] lr: 1.141e-03, eta: 17:15:40, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5375, top5_acc: 0.7797, loss_cls: 5.4262, loss: 5.4262 2025-08-11 05:46:14,905 - pyskl - INFO - Epoch [136][4000/7492] lr: 1.139e-03, eta: 17:14:43, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5306, top5_acc: 0.7775, loss_cls: 5.4820, loss: 5.4820 2025-08-11 05:47:12,440 - pyskl - INFO - Epoch [136][4100/7492] lr: 1.137e-03, eta: 17:13:45, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5425, top5_acc: 0.7844, loss_cls: 5.4470, loss: 5.4470 2025-08-11 05:48:10,198 - pyskl - INFO - Epoch [136][4200/7492] lr: 1.135e-03, eta: 17:12:48, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5284, top5_acc: 0.7700, loss_cls: 5.4644, loss: 5.4644 2025-08-11 05:49:06,884 - pyskl - INFO - Epoch [136][4300/7492] lr: 1.132e-03, eta: 17:11:51, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5437, top5_acc: 0.7903, loss_cls: 5.3866, loss: 5.3866 2025-08-11 05:50:03,367 - pyskl - INFO - Epoch [136][4400/7492] lr: 1.130e-03, eta: 17:10:54, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5250, top5_acc: 0.7819, loss_cls: 5.4525, loss: 5.4525 2025-08-11 05:51:00,621 - pyskl - INFO - Epoch [136][4500/7492] lr: 1.128e-03, eta: 17:09:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5431, top5_acc: 0.7866, loss_cls: 5.3340, loss: 5.3340 2025-08-11 05:51:57,524 - pyskl - INFO - Epoch [136][4600/7492] lr: 1.126e-03, eta: 17:08:59, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5088, top5_acc: 0.7597, loss_cls: 5.6167, loss: 5.6167 2025-08-11 05:52:53,956 - pyskl - INFO - Epoch [136][4700/7492] lr: 1.124e-03, eta: 17:08:02, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5497, top5_acc: 0.7906, loss_cls: 5.3892, loss: 5.3892 2025-08-11 05:53:51,574 - pyskl - INFO - Epoch [136][4800/7492] lr: 1.122e-03, eta: 17:07:04, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5406, top5_acc: 0.7784, loss_cls: 5.4365, loss: 5.4365 2025-08-11 05:54:48,631 - pyskl - INFO - Epoch [136][4900/7492] lr: 1.120e-03, eta: 17:06:07, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5372, top5_acc: 0.7825, loss_cls: 5.4104, loss: 5.4104 2025-08-11 05:55:46,068 - pyskl - INFO - Epoch [136][5000/7492] lr: 1.118e-03, eta: 17:05:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5478, top5_acc: 0.7866, loss_cls: 5.4287, loss: 5.4287 2025-08-11 05:56:43,880 - pyskl - INFO - Epoch [136][5100/7492] lr: 1.116e-03, eta: 17:04:13, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5228, top5_acc: 0.7741, loss_cls: 5.6019, loss: 5.6019 2025-08-11 05:57:41,036 - pyskl - INFO - Epoch [136][5200/7492] lr: 1.114e-03, eta: 17:03:15, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5334, top5_acc: 0.7791, loss_cls: 5.4531, loss: 5.4531 2025-08-11 05:58:37,936 - pyskl - INFO - Epoch [136][5300/7492] lr: 1.112e-03, eta: 17:02:18, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5337, top5_acc: 0.7859, loss_cls: 5.3754, loss: 5.3754 2025-08-11 05:59:35,526 - pyskl - INFO - Epoch [136][5400/7492] lr: 1.110e-03, eta: 17:01:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5475, top5_acc: 0.7825, loss_cls: 5.3872, loss: 5.3872 2025-08-11 06:00:33,731 - pyskl - INFO - Epoch [136][5500/7492] lr: 1.108e-03, eta: 17:00:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5366, top5_acc: 0.7828, loss_cls: 5.4705, loss: 5.4705 2025-08-11 06:01:31,390 - pyskl - INFO - Epoch [136][5600/7492] lr: 1.106e-03, eta: 16:59:26, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5478, top5_acc: 0.7903, loss_cls: 5.3748, loss: 5.3748 2025-08-11 06:02:29,061 - pyskl - INFO - Epoch [136][5700/7492] lr: 1.104e-03, eta: 16:58:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5256, top5_acc: 0.7734, loss_cls: 5.4210, loss: 5.4210 2025-08-11 06:03:26,013 - pyskl - INFO - Epoch [136][5800/7492] lr: 1.101e-03, eta: 16:57:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5494, top5_acc: 0.7825, loss_cls: 5.3521, loss: 5.3521 2025-08-11 06:04:23,910 - pyskl - INFO - Epoch [136][5900/7492] lr: 1.099e-03, eta: 16:56:34, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5253, top5_acc: 0.7734, loss_cls: 5.5218, loss: 5.5218 2025-08-11 06:05:20,859 - pyskl - INFO - Epoch [136][6000/7492] lr: 1.097e-03, eta: 16:55:37, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5541, top5_acc: 0.7925, loss_cls: 5.3013, loss: 5.3013 2025-08-11 06:06:17,907 - pyskl - INFO - Epoch [136][6100/7492] lr: 1.095e-03, eta: 16:54:40, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5353, top5_acc: 0.7656, loss_cls: 5.5368, loss: 5.5368 2025-08-11 06:07:15,556 - pyskl - INFO - Epoch [136][6200/7492] lr: 1.093e-03, eta: 16:53:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5500, top5_acc: 0.7909, loss_cls: 5.3334, loss: 5.3334 2025-08-11 06:08:13,000 - pyskl - INFO - Epoch [136][6300/7492] lr: 1.091e-03, eta: 16:52:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5456, top5_acc: 0.7856, loss_cls: 5.3552, loss: 5.3552 2025-08-11 06:09:10,047 - pyskl - INFO - Epoch [136][6400/7492] lr: 1.089e-03, eta: 16:51:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5312, top5_acc: 0.7816, loss_cls: 5.4131, loss: 5.4131 2025-08-11 06:10:08,569 - pyskl - INFO - Epoch [136][6500/7492] lr: 1.087e-03, eta: 16:50:51, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5437, top5_acc: 0.7778, loss_cls: 5.4227, loss: 5.4227 2025-08-11 06:11:05,698 - pyskl - INFO - Epoch [136][6600/7492] lr: 1.085e-03, eta: 16:49:54, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5272, top5_acc: 0.7638, loss_cls: 5.5679, loss: 5.5679 2025-08-11 06:12:02,927 - pyskl - INFO - Epoch [136][6700/7492] lr: 1.083e-03, eta: 16:48:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5197, top5_acc: 0.7703, loss_cls: 5.4986, loss: 5.4986 2025-08-11 06:13:00,212 - pyskl - INFO - Epoch [136][6800/7492] lr: 1.081e-03, eta: 16:47:59, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5469, top5_acc: 0.7772, loss_cls: 5.4355, loss: 5.4355 2025-08-11 06:13:57,814 - pyskl - INFO - Epoch [136][6900/7492] lr: 1.079e-03, eta: 16:47:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5275, top5_acc: 0.7747, loss_cls: 5.5034, loss: 5.5034 2025-08-11 06:14:55,271 - pyskl - INFO - Epoch [136][7000/7492] lr: 1.077e-03, eta: 16:46:04, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5466, top5_acc: 0.7875, loss_cls: 5.4437, loss: 5.4437 2025-08-11 06:15:53,603 - pyskl - INFO - Epoch [136][7100/7492] lr: 1.075e-03, eta: 16:45:07, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5431, top5_acc: 0.7803, loss_cls: 5.3818, loss: 5.3818 2025-08-11 06:16:51,661 - pyskl - INFO - Epoch [136][7200/7492] lr: 1.073e-03, eta: 16:44:10, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5297, top5_acc: 0.7728, loss_cls: 5.5110, loss: 5.5110 2025-08-11 06:17:50,641 - pyskl - INFO - Epoch [136][7300/7492] lr: 1.071e-03, eta: 16:43:13, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.5528, top5_acc: 0.7856, loss_cls: 5.2799, loss: 5.2799 2025-08-11 06:18:49,056 - pyskl - INFO - Epoch [136][7400/7492] lr: 1.069e-03, eta: 16:42:16, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5300, top5_acc: 0.7803, loss_cls: 5.4585, loss: 5.4585 2025-08-11 06:19:43,219 - pyskl - INFO - Saving checkpoint at 136 epochs 2025-08-11 06:20:33,067 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 06:20:33,723 - pyskl - INFO - top1_acc 0.4450 top5_acc 0.6975 2025-08-11 06:20:33,724 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 06:20:33,766 - pyskl - INFO - mean_acc 0.4446 2025-08-11 06:20:33,778 - pyskl - INFO - Epoch(val) [136][617] top1_acc: 0.4450, top5_acc: 0.6975, mean_class_accuracy: 0.4446 2025-08-11 06:22:06,220 - pyskl - INFO - Epoch [137][100/7492] lr: 1.065e-03, eta: 16:40:24, time: 0.924, data_time: 0.329, memory: 11068, top1_acc: 0.5547, top5_acc: 0.7953, loss_cls: 5.3184, loss: 5.3184 2025-08-11 06:23:03,452 - pyskl - INFO - Epoch [137][200/7492] lr: 1.063e-03, eta: 16:39:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5684, top5_acc: 0.8059, loss_cls: 5.2041, loss: 5.2041 2025-08-11 06:24:01,381 - pyskl - INFO - Epoch [137][300/7492] lr: 1.061e-03, eta: 16:38:30, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5497, top5_acc: 0.7891, loss_cls: 5.3741, loss: 5.3741 2025-08-11 06:24:58,675 - pyskl - INFO - Epoch [137][400/7492] lr: 1.059e-03, eta: 16:37:32, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5616, top5_acc: 0.7950, loss_cls: 5.2896, loss: 5.2896 2025-08-11 06:25:56,650 - pyskl - INFO - Epoch [137][500/7492] lr: 1.057e-03, eta: 16:36:35, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5516, top5_acc: 0.7969, loss_cls: 5.3709, loss: 5.3709 2025-08-11 06:26:54,680 - pyskl - INFO - Epoch [137][600/7492] lr: 1.055e-03, eta: 16:35:38, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5625, top5_acc: 0.7934, loss_cls: 5.2963, loss: 5.2963 2025-08-11 06:27:52,118 - pyskl - INFO - Epoch [137][700/7492] lr: 1.053e-03, eta: 16:34:41, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5547, top5_acc: 0.7950, loss_cls: 5.3463, loss: 5.3463 2025-08-11 06:28:48,993 - pyskl - INFO - Epoch [137][800/7492] lr: 1.051e-03, eta: 16:33:43, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5478, top5_acc: 0.7987, loss_cls: 5.2943, loss: 5.2943 2025-08-11 06:29:46,946 - pyskl - INFO - Epoch [137][900/7492] lr: 1.049e-03, eta: 16:32:46, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5463, top5_acc: 0.7906, loss_cls: 5.3463, loss: 5.3463 2025-08-11 06:30:43,650 - pyskl - INFO - Epoch [137][1000/7492] lr: 1.047e-03, eta: 16:31:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5591, top5_acc: 0.7913, loss_cls: 5.3235, loss: 5.3235 2025-08-11 06:31:40,217 - pyskl - INFO - Epoch [137][1100/7492] lr: 1.045e-03, eta: 16:30:51, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5600, top5_acc: 0.8016, loss_cls: 5.2795, loss: 5.2795 2025-08-11 06:32:38,195 - pyskl - INFO - Epoch [137][1200/7492] lr: 1.043e-03, eta: 16:29:54, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5516, top5_acc: 0.7972, loss_cls: 5.3018, loss: 5.3018 2025-08-11 06:33:35,516 - pyskl - INFO - Epoch [137][1300/7492] lr: 1.041e-03, eta: 16:28:57, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5641, top5_acc: 0.7944, loss_cls: 5.2589, loss: 5.2589 2025-08-11 06:34:33,041 - pyskl - INFO - Epoch [137][1400/7492] lr: 1.039e-03, eta: 16:28:00, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5475, top5_acc: 0.7781, loss_cls: 5.3568, loss: 5.3568 2025-08-11 06:35:30,347 - pyskl - INFO - Epoch [137][1500/7492] lr: 1.037e-03, eta: 16:27:02, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5600, top5_acc: 0.7884, loss_cls: 5.3032, loss: 5.3032 2025-08-11 06:36:28,263 - pyskl - INFO - Epoch [137][1600/7492] lr: 1.035e-03, eta: 16:26:05, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5431, top5_acc: 0.7863, loss_cls: 5.3594, loss: 5.3594 2025-08-11 06:37:25,484 - pyskl - INFO - Epoch [137][1700/7492] lr: 1.033e-03, eta: 16:25:08, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5647, top5_acc: 0.7909, loss_cls: 5.3647, loss: 5.3647 2025-08-11 06:38:22,903 - pyskl - INFO - Epoch [137][1800/7492] lr: 1.031e-03, eta: 16:24:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5644, top5_acc: 0.8028, loss_cls: 5.2882, loss: 5.2882 2025-08-11 06:39:19,967 - pyskl - INFO - Epoch [137][1900/7492] lr: 1.029e-03, eta: 16:23:13, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5541, top5_acc: 0.7887, loss_cls: 5.2399, loss: 5.2399 2025-08-11 06:40:17,956 - pyskl - INFO - Epoch [137][2000/7492] lr: 1.027e-03, eta: 16:22:16, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5366, top5_acc: 0.7887, loss_cls: 5.3345, loss: 5.3345 2025-08-11 06:41:15,821 - pyskl - INFO - Epoch [137][2100/7492] lr: 1.025e-03, eta: 16:21:19, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5475, top5_acc: 0.7906, loss_cls: 5.4223, loss: 5.4223 2025-08-11 06:42:13,635 - pyskl - INFO - Epoch [137][2200/7492] lr: 1.023e-03, eta: 16:20:22, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5431, top5_acc: 0.7781, loss_cls: 5.3350, loss: 5.3350 2025-08-11 06:43:10,749 - pyskl - INFO - Epoch [137][2300/7492] lr: 1.021e-03, eta: 16:19:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5613, top5_acc: 0.7909, loss_cls: 5.3378, loss: 5.3378 2025-08-11 06:44:07,825 - pyskl - INFO - Epoch [137][2400/7492] lr: 1.019e-03, eta: 16:18:27, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5331, top5_acc: 0.7869, loss_cls: 5.4073, loss: 5.4073 2025-08-11 06:45:05,643 - pyskl - INFO - Epoch [137][2500/7492] lr: 1.017e-03, eta: 16:17:30, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5475, top5_acc: 0.7797, loss_cls: 5.4473, loss: 5.4473 2025-08-11 06:46:02,917 - pyskl - INFO - Epoch [137][2600/7492] lr: 1.015e-03, eta: 16:16:32, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5544, top5_acc: 0.7887, loss_cls: 5.3876, loss: 5.3876 2025-08-11 06:47:00,113 - pyskl - INFO - Epoch [137][2700/7492] lr: 1.013e-03, eta: 16:15:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5319, top5_acc: 0.7928, loss_cls: 5.4206, loss: 5.4206 2025-08-11 06:47:57,409 - pyskl - INFO - Epoch [137][2800/7492] lr: 1.011e-03, eta: 16:14:38, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5469, top5_acc: 0.7872, loss_cls: 5.3430, loss: 5.3430 2025-08-11 06:48:55,385 - pyskl - INFO - Epoch [137][2900/7492] lr: 1.009e-03, eta: 16:13:41, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5628, top5_acc: 0.7941, loss_cls: 5.2277, loss: 5.2277 2025-08-11 06:49:53,782 - pyskl - INFO - Epoch [137][3000/7492] lr: 1.007e-03, eta: 16:12:43, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5513, top5_acc: 0.7941, loss_cls: 5.3820, loss: 5.3820 2025-08-11 06:50:52,474 - pyskl - INFO - Epoch [137][3100/7492] lr: 1.005e-03, eta: 16:11:46, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5509, top5_acc: 0.7950, loss_cls: 5.2826, loss: 5.2826 2025-08-11 06:51:50,474 - pyskl - INFO - Epoch [137][3200/7492] lr: 1.003e-03, eta: 16:10:49, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5541, top5_acc: 0.7987, loss_cls: 5.3770, loss: 5.3770 2025-08-11 06:52:47,152 - pyskl - INFO - Epoch [137][3300/7492] lr: 1.001e-03, eta: 16:09:52, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5366, top5_acc: 0.7784, loss_cls: 5.4422, loss: 5.4422 2025-08-11 06:53:45,778 - pyskl - INFO - Epoch [137][3400/7492] lr: 9.994e-04, eta: 16:08:55, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5625, top5_acc: 0.7922, loss_cls: 5.2127, loss: 5.2127 2025-08-11 06:54:44,322 - pyskl - INFO - Epoch [137][3500/7492] lr: 9.975e-04, eta: 16:07:57, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5306, top5_acc: 0.7878, loss_cls: 5.4170, loss: 5.4170 2025-08-11 06:55:41,513 - pyskl - INFO - Epoch [137][3600/7492] lr: 9.955e-04, eta: 16:07:00, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5506, top5_acc: 0.7803, loss_cls: 5.3048, loss: 5.3048 2025-08-11 06:56:39,394 - pyskl - INFO - Epoch [137][3700/7492] lr: 9.936e-04, eta: 16:06:03, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5409, top5_acc: 0.7794, loss_cls: 5.4241, loss: 5.4241 2025-08-11 06:57:37,479 - pyskl - INFO - Epoch [137][3800/7492] lr: 9.916e-04, eta: 16:05:06, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5500, top5_acc: 0.7866, loss_cls: 5.3644, loss: 5.3644 2025-08-11 06:58:35,029 - pyskl - INFO - Epoch [137][3900/7492] lr: 9.897e-04, eta: 16:04:08, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5434, top5_acc: 0.7894, loss_cls: 5.4008, loss: 5.4008 2025-08-11 06:59:31,693 - pyskl - INFO - Epoch [137][4000/7492] lr: 9.877e-04, eta: 16:03:11, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5481, top5_acc: 0.7919, loss_cls: 5.3055, loss: 5.3055 2025-08-11 07:00:29,622 - pyskl - INFO - Epoch [137][4100/7492] lr: 9.858e-04, eta: 16:02:14, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5387, top5_acc: 0.7963, loss_cls: 5.3394, loss: 5.3394 2025-08-11 07:01:26,801 - pyskl - INFO - Epoch [137][4200/7492] lr: 9.838e-04, eta: 16:01:17, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5381, top5_acc: 0.7819, loss_cls: 5.5125, loss: 5.5125 2025-08-11 07:02:24,737 - pyskl - INFO - Epoch [137][4300/7492] lr: 9.819e-04, eta: 16:00:19, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5372, top5_acc: 0.7931, loss_cls: 5.4092, loss: 5.4092 2025-08-11 07:03:21,386 - pyskl - INFO - Epoch [137][4400/7492] lr: 9.800e-04, eta: 15:59:22, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5559, top5_acc: 0.7937, loss_cls: 5.3214, loss: 5.3214 2025-08-11 07:04:19,284 - pyskl - INFO - Epoch [137][4500/7492] lr: 9.780e-04, eta: 15:58:25, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5603, top5_acc: 0.7959, loss_cls: 5.3033, loss: 5.3033 2025-08-11 07:05:17,753 - pyskl - INFO - Epoch [137][4600/7492] lr: 9.761e-04, eta: 15:57:28, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5369, top5_acc: 0.7891, loss_cls: 5.4776, loss: 5.4776 2025-08-11 07:06:14,843 - pyskl - INFO - Epoch [137][4700/7492] lr: 9.742e-04, eta: 15:56:30, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5550, top5_acc: 0.7916, loss_cls: 5.2453, loss: 5.2453 2025-08-11 07:07:12,802 - pyskl - INFO - Epoch [137][4800/7492] lr: 9.722e-04, eta: 15:55:33, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5416, top5_acc: 0.7944, loss_cls: 5.3208, loss: 5.3208 2025-08-11 07:08:11,583 - pyskl - INFO - Epoch [137][4900/7492] lr: 9.703e-04, eta: 15:54:36, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.5478, top5_acc: 0.7812, loss_cls: 5.4195, loss: 5.4195 2025-08-11 07:09:08,882 - pyskl - INFO - Epoch [137][5000/7492] lr: 9.684e-04, eta: 15:53:39, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5597, top5_acc: 0.7963, loss_cls: 5.2875, loss: 5.2875 2025-08-11 07:10:05,688 - pyskl - INFO - Epoch [137][5100/7492] lr: 9.664e-04, eta: 15:52:41, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5519, top5_acc: 0.7875, loss_cls: 5.1924, loss: 5.1924 2025-08-11 07:11:02,622 - pyskl - INFO - Epoch [137][5200/7492] lr: 9.645e-04, eta: 15:51:44, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5541, top5_acc: 0.7881, loss_cls: 5.2549, loss: 5.2549 2025-08-11 07:11:59,235 - pyskl - INFO - Epoch [137][5300/7492] lr: 9.626e-04, eta: 15:50:47, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5544, top5_acc: 0.7997, loss_cls: 5.2458, loss: 5.2458 2025-08-11 07:12:55,927 - pyskl - INFO - Epoch [137][5400/7492] lr: 9.607e-04, eta: 15:49:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5616, top5_acc: 0.7931, loss_cls: 5.2209, loss: 5.2209 2025-08-11 07:13:53,243 - pyskl - INFO - Epoch [137][5500/7492] lr: 9.588e-04, eta: 15:48:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5559, top5_acc: 0.7831, loss_cls: 5.3678, loss: 5.3678 2025-08-11 07:14:51,154 - pyskl - INFO - Epoch [137][5600/7492] lr: 9.569e-04, eta: 15:47:55, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5463, top5_acc: 0.7897, loss_cls: 5.3572, loss: 5.3572 2025-08-11 07:15:49,307 - pyskl - INFO - Epoch [137][5700/7492] lr: 9.549e-04, eta: 15:46:58, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5459, top5_acc: 0.7959, loss_cls: 5.3541, loss: 5.3541 2025-08-11 07:16:47,186 - pyskl - INFO - Epoch [137][5800/7492] lr: 9.530e-04, eta: 15:46:00, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5550, top5_acc: 0.7956, loss_cls: 5.3557, loss: 5.3557 2025-08-11 07:17:44,452 - pyskl - INFO - Epoch [137][5900/7492] lr: 9.511e-04, eta: 15:45:03, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5534, top5_acc: 0.7913, loss_cls: 5.3639, loss: 5.3639 2025-08-11 07:18:41,831 - pyskl - INFO - Epoch [137][6000/7492] lr: 9.492e-04, eta: 15:44:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5497, top5_acc: 0.7891, loss_cls: 5.3508, loss: 5.3508 2025-08-11 07:19:38,886 - pyskl - INFO - Epoch [137][6100/7492] lr: 9.473e-04, eta: 15:43:09, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5453, top5_acc: 0.7894, loss_cls: 5.4008, loss: 5.4008 2025-08-11 07:20:35,615 - pyskl - INFO - Epoch [137][6200/7492] lr: 9.454e-04, eta: 15:42:11, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5497, top5_acc: 0.8022, loss_cls: 5.3291, loss: 5.3291 2025-08-11 07:21:33,544 - pyskl - INFO - Epoch [137][6300/7492] lr: 9.435e-04, eta: 15:41:14, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5463, top5_acc: 0.7853, loss_cls: 5.3460, loss: 5.3460 2025-08-11 07:22:30,593 - pyskl - INFO - Epoch [137][6400/7492] lr: 9.416e-04, eta: 15:40:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5369, top5_acc: 0.7688, loss_cls: 5.4622, loss: 5.4622 2025-08-11 07:23:28,347 - pyskl - INFO - Epoch [137][6500/7492] lr: 9.397e-04, eta: 15:39:20, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5416, top5_acc: 0.7903, loss_cls: 5.2999, loss: 5.2999 2025-08-11 07:24:25,271 - pyskl - INFO - Epoch [137][6600/7492] lr: 9.378e-04, eta: 15:38:22, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5459, top5_acc: 0.7891, loss_cls: 5.3569, loss: 5.3569 2025-08-11 07:25:22,889 - pyskl - INFO - Epoch [137][6700/7492] lr: 9.359e-04, eta: 15:37:25, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5472, top5_acc: 0.7841, loss_cls: 5.4018, loss: 5.4018 2025-08-11 07:26:20,014 - pyskl - INFO - Epoch [137][6800/7492] lr: 9.340e-04, eta: 15:36:28, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5550, top5_acc: 0.7837, loss_cls: 5.3765, loss: 5.3765 2025-08-11 07:27:17,620 - pyskl - INFO - Epoch [137][6900/7492] lr: 9.321e-04, eta: 15:35:30, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5441, top5_acc: 0.7884, loss_cls: 5.4441, loss: 5.4441 2025-08-11 07:28:15,337 - pyskl - INFO - Epoch [137][7000/7492] lr: 9.302e-04, eta: 15:34:33, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5525, top5_acc: 0.7887, loss_cls: 5.3876, loss: 5.3876 2025-08-11 07:29:12,023 - pyskl - INFO - Epoch [137][7100/7492] lr: 9.283e-04, eta: 15:33:36, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5406, top5_acc: 0.7837, loss_cls: 5.4255, loss: 5.4255 2025-08-11 07:30:09,074 - pyskl - INFO - Epoch [137][7200/7492] lr: 9.265e-04, eta: 15:32:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5550, top5_acc: 0.7903, loss_cls: 5.3702, loss: 5.3702 2025-08-11 07:31:05,735 - pyskl - INFO - Epoch [137][7300/7492] lr: 9.246e-04, eta: 15:31:41, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5425, top5_acc: 0.7762, loss_cls: 5.4083, loss: 5.4083 2025-08-11 07:32:02,477 - pyskl - INFO - Epoch [137][7400/7492] lr: 9.227e-04, eta: 15:30:44, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5522, top5_acc: 0.7847, loss_cls: 5.3086, loss: 5.3086 2025-08-11 07:32:56,784 - pyskl - INFO - Saving checkpoint at 137 epochs 2025-08-11 07:33:45,273 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 07:33:45,943 - pyskl - INFO - top1_acc 0.4517 top5_acc 0.7016 2025-08-11 07:33:45,943 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 07:33:45,984 - pyskl - INFO - mean_acc 0.4515 2025-08-11 07:33:46,048 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_134.pth was removed 2025-08-11 07:33:47,604 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_137.pth. 2025-08-11 07:33:47,605 - pyskl - INFO - Best top1_acc is 0.4517 at 137 epoch. 2025-08-11 07:33:47,618 - pyskl - INFO - Epoch(val) [137][617] top1_acc: 0.4517, top5_acc: 0.7016, mean_class_accuracy: 0.4515 2025-08-11 07:35:19,009 - pyskl - INFO - Epoch [138][100/7492] lr: 9.191e-04, eta: 15:28:52, time: 0.914, data_time: 0.327, memory: 11068, top1_acc: 0.5672, top5_acc: 0.8091, loss_cls: 5.2464, loss: 5.2464 2025-08-11 07:36:16,234 - pyskl - INFO - Epoch [138][200/7492] lr: 9.172e-04, eta: 15:27:55, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5641, top5_acc: 0.8075, loss_cls: 5.3065, loss: 5.3065 2025-08-11 07:37:13,435 - pyskl - INFO - Epoch [138][300/7492] lr: 9.153e-04, eta: 15:26:57, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5713, top5_acc: 0.8097, loss_cls: 5.1862, loss: 5.1862 2025-08-11 07:38:10,981 - pyskl - INFO - Epoch [138][400/7492] lr: 9.135e-04, eta: 15:26:00, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5628, top5_acc: 0.7981, loss_cls: 5.1845, loss: 5.1845 2025-08-11 07:39:07,957 - pyskl - INFO - Epoch [138][500/7492] lr: 9.116e-04, eta: 15:25:03, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5678, top5_acc: 0.7972, loss_cls: 5.1881, loss: 5.1881 2025-08-11 07:40:04,896 - pyskl - INFO - Epoch [138][600/7492] lr: 9.097e-04, eta: 15:24:06, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5763, top5_acc: 0.8044, loss_cls: 5.1376, loss: 5.1376 2025-08-11 07:41:01,349 - pyskl - INFO - Epoch [138][700/7492] lr: 9.078e-04, eta: 15:23:08, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5650, top5_acc: 0.7972, loss_cls: 5.2893, loss: 5.2893 2025-08-11 07:41:59,169 - pyskl - INFO - Epoch [138][800/7492] lr: 9.060e-04, eta: 15:22:11, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5672, top5_acc: 0.7981, loss_cls: 5.3339, loss: 5.3339 2025-08-11 07:42:56,168 - pyskl - INFO - Epoch [138][900/7492] lr: 9.041e-04, eta: 15:21:14, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5484, top5_acc: 0.7897, loss_cls: 5.4013, loss: 5.4013 2025-08-11 07:43:53,426 - pyskl - INFO - Epoch [138][1000/7492] lr: 9.023e-04, eta: 15:20:16, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5616, top5_acc: 0.7991, loss_cls: 5.1901, loss: 5.1901 2025-08-11 07:44:50,756 - pyskl - INFO - Epoch [138][1100/7492] lr: 9.004e-04, eta: 15:19:19, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5616, top5_acc: 0.7963, loss_cls: 5.2769, loss: 5.2769 2025-08-11 07:45:48,223 - pyskl - INFO - Epoch [138][1200/7492] lr: 8.985e-04, eta: 15:18:22, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5753, top5_acc: 0.8122, loss_cls: 5.0700, loss: 5.0700 2025-08-11 07:46:45,194 - pyskl - INFO - Epoch [138][1300/7492] lr: 8.967e-04, eta: 15:17:25, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5706, top5_acc: 0.8066, loss_cls: 5.1618, loss: 5.1618 2025-08-11 07:47:42,130 - pyskl - INFO - Epoch [138][1400/7492] lr: 8.948e-04, eta: 15:16:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5656, top5_acc: 0.7991, loss_cls: 5.2271, loss: 5.2271 2025-08-11 07:48:39,038 - pyskl - INFO - Epoch [138][1500/7492] lr: 8.930e-04, eta: 15:15:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5544, top5_acc: 0.7984, loss_cls: 5.2972, loss: 5.2972 2025-08-11 07:49:35,582 - pyskl - INFO - Epoch [138][1600/7492] lr: 8.911e-04, eta: 15:14:33, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5591, top5_acc: 0.8009, loss_cls: 5.2748, loss: 5.2748 2025-08-11 07:50:32,695 - pyskl - INFO - Epoch [138][1700/7492] lr: 8.893e-04, eta: 15:13:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5531, top5_acc: 0.7987, loss_cls: 5.2670, loss: 5.2670 2025-08-11 07:51:29,931 - pyskl - INFO - Epoch [138][1800/7492] lr: 8.874e-04, eta: 15:12:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5722, top5_acc: 0.7981, loss_cls: 5.1577, loss: 5.1577 2025-08-11 07:52:27,943 - pyskl - INFO - Epoch [138][1900/7492] lr: 8.856e-04, eta: 15:11:41, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5587, top5_acc: 0.8091, loss_cls: 5.2067, loss: 5.2067 2025-08-11 07:53:25,517 - pyskl - INFO - Epoch [138][2000/7492] lr: 8.837e-04, eta: 15:10:44, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5553, top5_acc: 0.8006, loss_cls: 5.3492, loss: 5.3492 2025-08-11 07:54:23,145 - pyskl - INFO - Epoch [138][2100/7492] lr: 8.819e-04, eta: 15:09:46, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5484, top5_acc: 0.7869, loss_cls: 5.3991, loss: 5.3991 2025-08-11 07:55:20,094 - pyskl - INFO - Epoch [138][2200/7492] lr: 8.801e-04, eta: 15:08:49, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5431, top5_acc: 0.7891, loss_cls: 5.4221, loss: 5.4221 2025-08-11 07:56:17,927 - pyskl - INFO - Epoch [138][2300/7492] lr: 8.782e-04, eta: 15:07:52, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5694, top5_acc: 0.7984, loss_cls: 5.3328, loss: 5.3328 2025-08-11 07:57:15,387 - pyskl - INFO - Epoch [138][2400/7492] lr: 8.764e-04, eta: 15:06:54, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5663, top5_acc: 0.8081, loss_cls: 5.0677, loss: 5.0677 2025-08-11 07:58:12,894 - pyskl - INFO - Epoch [138][2500/7492] lr: 8.746e-04, eta: 15:05:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5753, top5_acc: 0.8063, loss_cls: 5.1691, loss: 5.1691 2025-08-11 07:59:09,778 - pyskl - INFO - Epoch [138][2600/7492] lr: 8.727e-04, eta: 15:05:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5609, top5_acc: 0.7944, loss_cls: 5.3212, loss: 5.3212 2025-08-11 08:00:05,984 - pyskl - INFO - Epoch [138][2700/7492] lr: 8.709e-04, eta: 15:04:03, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.5650, top5_acc: 0.7900, loss_cls: 5.2521, loss: 5.2521 2025-08-11 08:01:02,514 - pyskl - INFO - Epoch [138][2800/7492] lr: 8.691e-04, eta: 15:03:05, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5650, top5_acc: 0.7987, loss_cls: 5.2921, loss: 5.2921 2025-08-11 08:01:59,383 - pyskl - INFO - Epoch [138][2900/7492] lr: 8.672e-04, eta: 15:02:08, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5487, top5_acc: 0.7844, loss_cls: 5.2926, loss: 5.2926 2025-08-11 08:02:56,333 - pyskl - INFO - Epoch [138][3000/7492] lr: 8.654e-04, eta: 15:01:11, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5528, top5_acc: 0.7831, loss_cls: 5.4121, loss: 5.4121 2025-08-11 08:03:54,168 - pyskl - INFO - Epoch [138][3100/7492] lr: 8.636e-04, eta: 15:00:13, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5647, top5_acc: 0.7987, loss_cls: 5.2673, loss: 5.2673 2025-08-11 08:04:50,594 - pyskl - INFO - Epoch [138][3200/7492] lr: 8.618e-04, eta: 14:59:16, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5584, top5_acc: 0.8025, loss_cls: 5.2509, loss: 5.2509 2025-08-11 08:05:47,999 - pyskl - INFO - Epoch [138][3300/7492] lr: 8.600e-04, eta: 14:58:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5494, top5_acc: 0.7844, loss_cls: 5.2812, loss: 5.2812 2025-08-11 08:06:44,704 - pyskl - INFO - Epoch [138][3400/7492] lr: 8.581e-04, eta: 14:57:21, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5663, top5_acc: 0.7847, loss_cls: 5.2885, loss: 5.2885 2025-08-11 08:07:41,770 - pyskl - INFO - Epoch [138][3500/7492] lr: 8.563e-04, eta: 14:56:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5609, top5_acc: 0.7903, loss_cls: 5.2618, loss: 5.2618 2025-08-11 08:08:38,332 - pyskl - INFO - Epoch [138][3600/7492] lr: 8.545e-04, eta: 14:55:27, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5500, top5_acc: 0.7981, loss_cls: 5.1932, loss: 5.1932 2025-08-11 08:09:35,755 - pyskl - INFO - Epoch [138][3700/7492] lr: 8.527e-04, eta: 14:54:29, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5516, top5_acc: 0.7941, loss_cls: 5.2745, loss: 5.2745 2025-08-11 08:10:33,635 - pyskl - INFO - Epoch [138][3800/7492] lr: 8.509e-04, eta: 14:53:32, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5703, top5_acc: 0.7947, loss_cls: 5.2641, loss: 5.2641 2025-08-11 08:11:32,235 - pyskl - INFO - Epoch [138][3900/7492] lr: 8.491e-04, eta: 14:52:35, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5584, top5_acc: 0.8031, loss_cls: 5.2221, loss: 5.2221 2025-08-11 08:12:28,734 - pyskl - INFO - Epoch [138][4000/7492] lr: 8.473e-04, eta: 14:51:38, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5831, top5_acc: 0.8075, loss_cls: 5.1062, loss: 5.1062 2025-08-11 08:13:26,475 - pyskl - INFO - Epoch [138][4100/7492] lr: 8.455e-04, eta: 14:50:40, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5659, top5_acc: 0.7981, loss_cls: 5.1153, loss: 5.1153 2025-08-11 08:14:24,574 - pyskl - INFO - Epoch [138][4200/7492] lr: 8.437e-04, eta: 14:49:43, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5631, top5_acc: 0.7903, loss_cls: 5.3339, loss: 5.3339 2025-08-11 08:15:22,113 - pyskl - INFO - Epoch [138][4300/7492] lr: 8.419e-04, eta: 14:48:46, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5556, top5_acc: 0.7891, loss_cls: 5.3944, loss: 5.3944 2025-08-11 08:16:19,437 - pyskl - INFO - Epoch [138][4400/7492] lr: 8.401e-04, eta: 14:47:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5716, top5_acc: 0.8016, loss_cls: 5.3036, loss: 5.3036 2025-08-11 08:17:16,479 - pyskl - INFO - Epoch [138][4500/7492] lr: 8.383e-04, eta: 14:46:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5541, top5_acc: 0.7859, loss_cls: 5.4435, loss: 5.4435 2025-08-11 08:18:13,485 - pyskl - INFO - Epoch [138][4600/7492] lr: 8.365e-04, eta: 14:45:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5578, top5_acc: 0.7991, loss_cls: 5.1832, loss: 5.1832 2025-08-11 08:19:10,242 - pyskl - INFO - Epoch [138][4700/7492] lr: 8.347e-04, eta: 14:44:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5663, top5_acc: 0.7997, loss_cls: 5.2865, loss: 5.2865 2025-08-11 08:20:07,272 - pyskl - INFO - Epoch [138][4800/7492] lr: 8.329e-04, eta: 14:43:59, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5469, top5_acc: 0.7856, loss_cls: 5.3681, loss: 5.3681 2025-08-11 08:21:05,353 - pyskl - INFO - Epoch [138][4900/7492] lr: 8.311e-04, eta: 14:43:02, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5619, top5_acc: 0.8109, loss_cls: 5.1794, loss: 5.1794 2025-08-11 08:22:02,655 - pyskl - INFO - Epoch [138][5000/7492] lr: 8.293e-04, eta: 14:42:05, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5550, top5_acc: 0.7941, loss_cls: 5.3441, loss: 5.3441 2025-08-11 08:23:00,031 - pyskl - INFO - Epoch [138][5100/7492] lr: 8.276e-04, eta: 14:41:08, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5566, top5_acc: 0.8016, loss_cls: 5.2193, loss: 5.2193 2025-08-11 08:23:56,291 - pyskl - INFO - Epoch [138][5200/7492] lr: 8.258e-04, eta: 14:40:10, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.5537, top5_acc: 0.8128, loss_cls: 5.2304, loss: 5.2304 2025-08-11 08:24:53,013 - pyskl - INFO - Epoch [138][5300/7492] lr: 8.240e-04, eta: 14:39:13, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5506, top5_acc: 0.7937, loss_cls: 5.4204, loss: 5.4204 2025-08-11 08:25:50,268 - pyskl - INFO - Epoch [138][5400/7492] lr: 8.222e-04, eta: 14:38:16, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5387, top5_acc: 0.7928, loss_cls: 5.3108, loss: 5.3108 2025-08-11 08:26:47,511 - pyskl - INFO - Epoch [138][5500/7492] lr: 8.204e-04, eta: 14:37:18, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5616, top5_acc: 0.8094, loss_cls: 5.2976, loss: 5.2976 2025-08-11 08:27:45,326 - pyskl - INFO - Epoch [138][5600/7492] lr: 8.187e-04, eta: 14:36:21, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5647, top5_acc: 0.8006, loss_cls: 5.2205, loss: 5.2205 2025-08-11 08:28:42,519 - pyskl - INFO - Epoch [138][5700/7492] lr: 8.169e-04, eta: 14:35:24, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5500, top5_acc: 0.7991, loss_cls: 5.2622, loss: 5.2622 2025-08-11 08:29:40,061 - pyskl - INFO - Epoch [138][5800/7492] lr: 8.151e-04, eta: 14:34:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5619, top5_acc: 0.7925, loss_cls: 5.2163, loss: 5.2163 2025-08-11 08:30:36,523 - pyskl - INFO - Epoch [138][5900/7492] lr: 8.133e-04, eta: 14:33:29, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5544, top5_acc: 0.7963, loss_cls: 5.2270, loss: 5.2270 2025-08-11 08:31:34,213 - pyskl - INFO - Epoch [138][6000/7492] lr: 8.116e-04, eta: 14:32:32, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5500, top5_acc: 0.7928, loss_cls: 5.3392, loss: 5.3392 2025-08-11 08:32:31,310 - pyskl - INFO - Epoch [138][6100/7492] lr: 8.098e-04, eta: 14:31:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5547, top5_acc: 0.7934, loss_cls: 5.2610, loss: 5.2610 2025-08-11 08:33:28,322 - pyskl - INFO - Epoch [138][6200/7492] lr: 8.081e-04, eta: 14:30:37, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5513, top5_acc: 0.7950, loss_cls: 5.2427, loss: 5.2427 2025-08-11 08:34:24,906 - pyskl - INFO - Epoch [138][6300/7492] lr: 8.063e-04, eta: 14:29:40, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5516, top5_acc: 0.7937, loss_cls: 5.3597, loss: 5.3597 2025-08-11 08:35:22,279 - pyskl - INFO - Epoch [138][6400/7492] lr: 8.045e-04, eta: 14:28:43, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5531, top5_acc: 0.7984, loss_cls: 5.2518, loss: 5.2518 2025-08-11 08:36:19,841 - pyskl - INFO - Epoch [138][6500/7492] lr: 8.028e-04, eta: 14:27:46, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5537, top5_acc: 0.7894, loss_cls: 5.3217, loss: 5.3217 2025-08-11 08:37:16,666 - pyskl - INFO - Epoch [138][6600/7492] lr: 8.010e-04, eta: 14:26:48, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5616, top5_acc: 0.7987, loss_cls: 5.2385, loss: 5.2385 2025-08-11 08:38:13,944 - pyskl - INFO - Epoch [138][6700/7492] lr: 7.993e-04, eta: 14:25:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5650, top5_acc: 0.8025, loss_cls: 5.2610, loss: 5.2610 2025-08-11 08:39:11,885 - pyskl - INFO - Epoch [138][6800/7492] lr: 7.975e-04, eta: 14:24:54, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5644, top5_acc: 0.7941, loss_cls: 5.2698, loss: 5.2698 2025-08-11 08:40:08,848 - pyskl - INFO - Epoch [138][6900/7492] lr: 7.958e-04, eta: 14:23:56, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5425, top5_acc: 0.7916, loss_cls: 5.3717, loss: 5.3717 2025-08-11 08:41:06,499 - pyskl - INFO - Epoch [138][7000/7492] lr: 7.940e-04, eta: 14:22:59, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5472, top5_acc: 0.7900, loss_cls: 5.3407, loss: 5.3407 2025-08-11 08:42:03,860 - pyskl - INFO - Epoch [138][7100/7492] lr: 7.923e-04, eta: 14:22:02, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5656, top5_acc: 0.8000, loss_cls: 5.2481, loss: 5.2481 2025-08-11 08:43:01,435 - pyskl - INFO - Epoch [138][7200/7492] lr: 7.905e-04, eta: 14:21:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5619, top5_acc: 0.8075, loss_cls: 5.1928, loss: 5.1928 2025-08-11 08:43:58,618 - pyskl - INFO - Epoch [138][7300/7492] lr: 7.888e-04, eta: 14:20:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5522, top5_acc: 0.7987, loss_cls: 5.3637, loss: 5.3637 2025-08-11 08:44:57,278 - pyskl - INFO - Epoch [138][7400/7492] lr: 7.870e-04, eta: 14:19:10, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5456, top5_acc: 0.7969, loss_cls: 5.2926, loss: 5.2926 2025-08-11 08:45:52,810 - pyskl - INFO - Saving checkpoint at 138 epochs 2025-08-11 08:46:44,678 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 08:46:45,340 - pyskl - INFO - top1_acc 0.4546 top5_acc 0.7058 2025-08-11 08:46:45,340 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 08:46:45,383 - pyskl - INFO - mean_acc 0.4542 2025-08-11 08:46:45,447 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_137.pth was removed 2025-08-11 08:46:47,145 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_138.pth. 2025-08-11 08:46:47,147 - pyskl - INFO - Best top1_acc is 0.4546 at 138 epoch. 2025-08-11 08:46:47,169 - pyskl - INFO - Epoch(val) [138][617] top1_acc: 0.4546, top5_acc: 0.7058, mean_class_accuracy: 0.4542 2025-08-11 08:48:17,510 - pyskl - INFO - Epoch [139][100/7492] lr: 7.837e-04, eta: 14:17:19, time: 0.903, data_time: 0.328, memory: 11068, top1_acc: 0.5787, top5_acc: 0.8059, loss_cls: 5.0891, loss: 5.0891 2025-08-11 08:49:14,857 - pyskl - INFO - Epoch [139][200/7492] lr: 7.820e-04, eta: 14:16:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5887, top5_acc: 0.8213, loss_cls: 5.0767, loss: 5.0767 2025-08-11 08:50:11,929 - pyskl - INFO - Epoch [139][300/7492] lr: 7.802e-04, eta: 14:15:24, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5772, top5_acc: 0.8197, loss_cls: 5.0907, loss: 5.0907 2025-08-11 08:51:09,143 - pyskl - INFO - Epoch [139][400/7492] lr: 7.785e-04, eta: 14:14:27, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5794, top5_acc: 0.8172, loss_cls: 5.1705, loss: 5.1705 2025-08-11 08:52:06,883 - pyskl - INFO - Epoch [139][500/7492] lr: 7.768e-04, eta: 14:13:29, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5834, top5_acc: 0.8106, loss_cls: 5.1616, loss: 5.1616 2025-08-11 08:53:05,386 - pyskl - INFO - Epoch [139][600/7492] lr: 7.750e-04, eta: 14:12:32, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5775, top5_acc: 0.8022, loss_cls: 5.1446, loss: 5.1446 2025-08-11 08:54:01,793 - pyskl - INFO - Epoch [139][700/7492] lr: 7.733e-04, eta: 14:11:35, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5753, top5_acc: 0.8119, loss_cls: 5.1963, loss: 5.1963 2025-08-11 08:54:58,749 - pyskl - INFO - Epoch [139][800/7492] lr: 7.716e-04, eta: 14:10:38, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5719, top5_acc: 0.8109, loss_cls: 5.1869, loss: 5.1869 2025-08-11 08:55:56,384 - pyskl - INFO - Epoch [139][900/7492] lr: 7.699e-04, eta: 14:09:40, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5719, top5_acc: 0.8137, loss_cls: 5.2208, loss: 5.2208 2025-08-11 08:56:53,998 - pyskl - INFO - Epoch [139][1000/7492] lr: 7.682e-04, eta: 14:08:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5769, top5_acc: 0.8150, loss_cls: 5.1228, loss: 5.1228 2025-08-11 08:57:51,303 - pyskl - INFO - Epoch [139][1100/7492] lr: 7.664e-04, eta: 14:07:46, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5713, top5_acc: 0.8078, loss_cls: 5.1392, loss: 5.1392 2025-08-11 08:58:48,638 - pyskl - INFO - Epoch [139][1200/7492] lr: 7.647e-04, eta: 14:06:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5744, top5_acc: 0.8037, loss_cls: 5.1379, loss: 5.1379 2025-08-11 08:59:46,937 - pyskl - INFO - Epoch [139][1300/7492] lr: 7.630e-04, eta: 14:05:51, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5669, top5_acc: 0.8000, loss_cls: 5.1536, loss: 5.1536 2025-08-11 09:00:44,710 - pyskl - INFO - Epoch [139][1400/7492] lr: 7.613e-04, eta: 14:04:54, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5706, top5_acc: 0.8053, loss_cls: 5.0604, loss: 5.0604 2025-08-11 09:01:41,486 - pyskl - INFO - Epoch [139][1500/7492] lr: 7.596e-04, eta: 14:03:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5744, top5_acc: 0.7972, loss_cls: 5.1117, loss: 5.1117 2025-08-11 09:02:38,149 - pyskl - INFO - Epoch [139][1600/7492] lr: 7.579e-04, eta: 14:02:59, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5847, top5_acc: 0.8159, loss_cls: 5.1199, loss: 5.1199 2025-08-11 09:03:35,721 - pyskl - INFO - Epoch [139][1700/7492] lr: 7.562e-04, eta: 14:02:02, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5719, top5_acc: 0.8022, loss_cls: 5.2054, loss: 5.2054 2025-08-11 09:04:34,313 - pyskl - INFO - Epoch [139][1800/7492] lr: 7.545e-04, eta: 14:01:05, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5778, top5_acc: 0.8041, loss_cls: 5.1839, loss: 5.1839 2025-08-11 09:05:31,595 - pyskl - INFO - Epoch [139][1900/7492] lr: 7.528e-04, eta: 14:00:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5647, top5_acc: 0.8016, loss_cls: 5.2852, loss: 5.2852 2025-08-11 09:06:28,470 - pyskl - INFO - Epoch [139][2000/7492] lr: 7.511e-04, eta: 13:59:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5728, top5_acc: 0.8028, loss_cls: 5.3155, loss: 5.3155 2025-08-11 09:07:26,040 - pyskl - INFO - Epoch [139][2100/7492] lr: 7.494e-04, eta: 13:58:13, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5587, top5_acc: 0.8019, loss_cls: 5.3057, loss: 5.3057 2025-08-11 09:08:22,695 - pyskl - INFO - Epoch [139][2200/7492] lr: 7.477e-04, eta: 13:57:16, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5634, top5_acc: 0.8028, loss_cls: 5.1803, loss: 5.1803 2025-08-11 09:09:19,661 - pyskl - INFO - Epoch [139][2300/7492] lr: 7.460e-04, eta: 13:56:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5709, top5_acc: 0.7994, loss_cls: 5.2349, loss: 5.2349 2025-08-11 09:10:17,349 - pyskl - INFO - Epoch [139][2400/7492] lr: 7.443e-04, eta: 13:55:21, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5775, top5_acc: 0.8119, loss_cls: 5.1995, loss: 5.1995 2025-08-11 09:11:14,865 - pyskl - INFO - Epoch [139][2500/7492] lr: 7.426e-04, eta: 13:54:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5581, top5_acc: 0.8000, loss_cls: 5.1929, loss: 5.1929 2025-08-11 09:12:12,640 - pyskl - INFO - Epoch [139][2600/7492] lr: 7.409e-04, eta: 13:53:27, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5597, top5_acc: 0.8059, loss_cls: 5.2153, loss: 5.2153 2025-08-11 09:13:10,329 - pyskl - INFO - Epoch [139][2700/7492] lr: 7.392e-04, eta: 13:52:30, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5737, top5_acc: 0.8181, loss_cls: 5.0919, loss: 5.0919 2025-08-11 09:14:07,386 - pyskl - INFO - Epoch [139][2800/7492] lr: 7.375e-04, eta: 13:51:32, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5547, top5_acc: 0.7959, loss_cls: 5.2962, loss: 5.2962 2025-08-11 09:15:03,776 - pyskl - INFO - Epoch [139][2900/7492] lr: 7.358e-04, eta: 13:50:35, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5725, top5_acc: 0.8119, loss_cls: 5.2053, loss: 5.2053 2025-08-11 09:16:02,693 - pyskl - INFO - Epoch [139][3000/7492] lr: 7.341e-04, eta: 13:49:38, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.5597, top5_acc: 0.8013, loss_cls: 5.2067, loss: 5.2067 2025-08-11 09:17:00,703 - pyskl - INFO - Epoch [139][3100/7492] lr: 7.325e-04, eta: 13:48:41, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5753, top5_acc: 0.8031, loss_cls: 5.1462, loss: 5.1462 2025-08-11 09:17:58,078 - pyskl - INFO - Epoch [139][3200/7492] lr: 7.308e-04, eta: 13:47:43, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5741, top5_acc: 0.8131, loss_cls: 5.2023, loss: 5.2023 2025-08-11 09:18:55,843 - pyskl - INFO - Epoch [139][3300/7492] lr: 7.291e-04, eta: 13:46:46, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5669, top5_acc: 0.8019, loss_cls: 5.2080, loss: 5.2080 2025-08-11 09:19:53,832 - pyskl - INFO - Epoch [139][3400/7492] lr: 7.274e-04, eta: 13:45:49, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5750, top5_acc: 0.8084, loss_cls: 5.1054, loss: 5.1054 2025-08-11 09:20:51,664 - pyskl - INFO - Epoch [139][3500/7492] lr: 7.258e-04, eta: 13:44:52, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5684, top5_acc: 0.7978, loss_cls: 5.2486, loss: 5.2486 2025-08-11 09:21:48,620 - pyskl - INFO - Epoch [139][3600/7492] lr: 7.241e-04, eta: 13:43:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5806, top5_acc: 0.8187, loss_cls: 5.1352, loss: 5.1352 2025-08-11 09:22:45,837 - pyskl - INFO - Epoch [139][3700/7492] lr: 7.224e-04, eta: 13:42:57, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5706, top5_acc: 0.8050, loss_cls: 5.1730, loss: 5.1730 2025-08-11 09:23:43,956 - pyskl - INFO - Epoch [139][3800/7492] lr: 7.208e-04, eta: 13:42:00, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5650, top5_acc: 0.7963, loss_cls: 5.2362, loss: 5.2362 2025-08-11 09:24:42,509 - pyskl - INFO - Epoch [139][3900/7492] lr: 7.191e-04, eta: 13:41:03, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5719, top5_acc: 0.8131, loss_cls: 5.2230, loss: 5.2230 2025-08-11 09:25:40,047 - pyskl - INFO - Epoch [139][4000/7492] lr: 7.174e-04, eta: 13:40:05, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5759, top5_acc: 0.8153, loss_cls: 5.0807, loss: 5.0807 2025-08-11 09:26:38,319 - pyskl - INFO - Epoch [139][4100/7492] lr: 7.158e-04, eta: 13:39:08, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5631, top5_acc: 0.8050, loss_cls: 5.1801, loss: 5.1801 2025-08-11 09:27:35,983 - pyskl - INFO - Epoch [139][4200/7492] lr: 7.141e-04, eta: 13:38:11, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5663, top5_acc: 0.7991, loss_cls: 5.2337, loss: 5.2337 2025-08-11 09:28:33,672 - pyskl - INFO - Epoch [139][4300/7492] lr: 7.125e-04, eta: 13:37:14, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5709, top5_acc: 0.8050, loss_cls: 5.2081, loss: 5.2081 2025-08-11 09:29:30,353 - pyskl - INFO - Epoch [139][4400/7492] lr: 7.108e-04, eta: 13:36:16, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5566, top5_acc: 0.8037, loss_cls: 5.1754, loss: 5.1754 2025-08-11 09:30:27,322 - pyskl - INFO - Epoch [139][4500/7492] lr: 7.091e-04, eta: 13:35:19, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5637, top5_acc: 0.8013, loss_cls: 5.3009, loss: 5.3009 2025-08-11 09:31:24,851 - pyskl - INFO - Epoch [139][4600/7492] lr: 7.075e-04, eta: 13:34:22, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5697, top5_acc: 0.8063, loss_cls: 5.2037, loss: 5.2037 2025-08-11 09:32:22,942 - pyskl - INFO - Epoch [139][4700/7492] lr: 7.058e-04, eta: 13:33:25, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5653, top5_acc: 0.8097, loss_cls: 5.1528, loss: 5.1528 2025-08-11 09:33:20,407 - pyskl - INFO - Epoch [139][4800/7492] lr: 7.042e-04, eta: 13:32:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5759, top5_acc: 0.8028, loss_cls: 5.2281, loss: 5.2281 2025-08-11 09:34:18,201 - pyskl - INFO - Epoch [139][4900/7492] lr: 7.025e-04, eta: 13:31:30, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5628, top5_acc: 0.8000, loss_cls: 5.2902, loss: 5.2902 2025-08-11 09:35:16,080 - pyskl - INFO - Epoch [139][5000/7492] lr: 7.009e-04, eta: 13:30:33, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5741, top5_acc: 0.8153, loss_cls: 5.1749, loss: 5.1749 2025-08-11 09:36:12,923 - pyskl - INFO - Epoch [139][5100/7492] lr: 6.993e-04, eta: 13:29:36, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5587, top5_acc: 0.8022, loss_cls: 5.3237, loss: 5.3237 2025-08-11 09:37:11,057 - pyskl - INFO - Epoch [139][5200/7492] lr: 6.976e-04, eta: 13:28:38, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5731, top5_acc: 0.8041, loss_cls: 5.1274, loss: 5.1274 2025-08-11 09:38:08,342 - pyskl - INFO - Epoch [139][5300/7492] lr: 6.960e-04, eta: 13:27:41, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5625, top5_acc: 0.7984, loss_cls: 5.1977, loss: 5.1977 2025-08-11 09:39:05,322 - pyskl - INFO - Epoch [139][5400/7492] lr: 6.943e-04, eta: 13:26:44, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5647, top5_acc: 0.8103, loss_cls: 5.2693, loss: 5.2693 2025-08-11 09:40:02,389 - pyskl - INFO - Epoch [139][5500/7492] lr: 6.927e-04, eta: 13:25:46, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5784, top5_acc: 0.8081, loss_cls: 5.1515, loss: 5.1515 2025-08-11 09:40:59,846 - pyskl - INFO - Epoch [139][5600/7492] lr: 6.911e-04, eta: 13:24:49, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5681, top5_acc: 0.8022, loss_cls: 5.2199, loss: 5.2199 2025-08-11 09:41:57,570 - pyskl - INFO - Epoch [139][5700/7492] lr: 6.894e-04, eta: 13:23:52, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5650, top5_acc: 0.8044, loss_cls: 5.2111, loss: 5.2111 2025-08-11 09:42:53,897 - pyskl - INFO - Epoch [139][5800/7492] lr: 6.878e-04, eta: 13:22:55, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.5819, top5_acc: 0.8191, loss_cls: 5.1007, loss: 5.1007 2025-08-11 09:43:50,666 - pyskl - INFO - Epoch [139][5900/7492] lr: 6.862e-04, eta: 13:21:57, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5581, top5_acc: 0.8006, loss_cls: 5.1037, loss: 5.1037 2025-08-11 09:44:47,546 - pyskl - INFO - Epoch [139][6000/7492] lr: 6.846e-04, eta: 13:21:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5563, top5_acc: 0.7925, loss_cls: 5.2010, loss: 5.2010 2025-08-11 09:45:45,014 - pyskl - INFO - Epoch [139][6100/7492] lr: 6.829e-04, eta: 13:20:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5659, top5_acc: 0.7987, loss_cls: 5.1793, loss: 5.1793 2025-08-11 09:46:43,667 - pyskl - INFO - Epoch [139][6200/7492] lr: 6.813e-04, eta: 13:19:05, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5463, top5_acc: 0.7894, loss_cls: 5.3260, loss: 5.3260 2025-08-11 09:47:41,585 - pyskl - INFO - Epoch [139][6300/7492] lr: 6.797e-04, eta: 13:18:08, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5769, top5_acc: 0.8019, loss_cls: 5.2244, loss: 5.2244 2025-08-11 09:48:38,939 - pyskl - INFO - Epoch [139][6400/7492] lr: 6.781e-04, eta: 13:17:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5587, top5_acc: 0.8059, loss_cls: 5.2085, loss: 5.2085 2025-08-11 09:49:36,088 - pyskl - INFO - Epoch [139][6500/7492] lr: 6.765e-04, eta: 13:16:14, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5672, top5_acc: 0.7981, loss_cls: 5.2191, loss: 5.2191 2025-08-11 09:50:33,030 - pyskl - INFO - Epoch [139][6600/7492] lr: 6.749e-04, eta: 13:15:16, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5700, top5_acc: 0.8047, loss_cls: 5.1132, loss: 5.1132 2025-08-11 09:51:31,151 - pyskl - INFO - Epoch [139][6700/7492] lr: 6.732e-04, eta: 13:14:19, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5763, top5_acc: 0.7969, loss_cls: 5.2052, loss: 5.2052 2025-08-11 09:52:27,804 - pyskl - INFO - Epoch [139][6800/7492] lr: 6.716e-04, eta: 13:13:22, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5687, top5_acc: 0.7913, loss_cls: 5.1851, loss: 5.1851 2025-08-11 09:53:24,132 - pyskl - INFO - Epoch [139][6900/7492] lr: 6.700e-04, eta: 13:12:24, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.5700, top5_acc: 0.8100, loss_cls: 5.1942, loss: 5.1942 2025-08-11 09:54:21,419 - pyskl - INFO - Epoch [139][7000/7492] lr: 6.684e-04, eta: 13:11:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5741, top5_acc: 0.8063, loss_cls: 5.1723, loss: 5.1723 2025-08-11 09:55:18,100 - pyskl - INFO - Epoch [139][7100/7492] lr: 6.668e-04, eta: 13:10:30, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5853, top5_acc: 0.8237, loss_cls: 5.0179, loss: 5.0179 2025-08-11 09:56:14,499 - pyskl - INFO - Epoch [139][7200/7492] lr: 6.652e-04, eta: 13:09:33, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5706, top5_acc: 0.8125, loss_cls: 5.0835, loss: 5.0835 2025-08-11 09:57:12,595 - pyskl - INFO - Epoch [139][7300/7492] lr: 6.636e-04, eta: 13:08:35, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5631, top5_acc: 0.7978, loss_cls: 5.2177, loss: 5.2177 2025-08-11 09:58:11,191 - pyskl - INFO - Epoch [139][7400/7492] lr: 6.620e-04, eta: 13:07:38, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5597, top5_acc: 0.8019, loss_cls: 5.2728, loss: 5.2728 2025-08-11 09:59:05,649 - pyskl - INFO - Saving checkpoint at 139 epochs 2025-08-11 09:59:54,298 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 09:59:54,965 - pyskl - INFO - top1_acc 0.4608 top5_acc 0.7049 2025-08-11 09:59:54,965 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 09:59:55,008 - pyskl - INFO - mean_acc 0.4605 2025-08-11 09:59:55,070 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_138.pth was removed 2025-08-11 09:59:56,621 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_139.pth. 2025-08-11 09:59:56,622 - pyskl - INFO - Best top1_acc is 0.4608 at 139 epoch. 2025-08-11 09:59:56,642 - pyskl - INFO - Epoch(val) [139][617] top1_acc: 0.4608, top5_acc: 0.7049, mean_class_accuracy: 0.4605 2025-08-11 10:01:27,017 - pyskl - INFO - Epoch [140][100/7492] lr: 6.589e-04, eta: 13:05:47, time: 0.904, data_time: 0.330, memory: 11068, top1_acc: 0.5897, top5_acc: 0.8163, loss_cls: 5.1211, loss: 5.1211 2025-08-11 10:02:23,904 - pyskl - INFO - Epoch [140][200/7492] lr: 6.574e-04, eta: 13:04:49, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5856, top5_acc: 0.8131, loss_cls: 5.0341, loss: 5.0341 2025-08-11 10:03:21,207 - pyskl - INFO - Epoch [140][300/7492] lr: 6.558e-04, eta: 13:03:52, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5837, top5_acc: 0.8113, loss_cls: 5.1036, loss: 5.1036 2025-08-11 10:04:19,983 - pyskl - INFO - Epoch [140][400/7492] lr: 6.542e-04, eta: 13:02:55, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.5809, top5_acc: 0.8200, loss_cls: 5.0567, loss: 5.0567 2025-08-11 10:05:18,521 - pyskl - INFO - Epoch [140][500/7492] lr: 6.526e-04, eta: 13:01:58, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5722, top5_acc: 0.8159, loss_cls: 5.1145, loss: 5.1145 2025-08-11 10:06:16,891 - pyskl - INFO - Epoch [140][600/7492] lr: 6.510e-04, eta: 13:01:00, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5978, top5_acc: 0.8278, loss_cls: 5.0386, loss: 5.0386 2025-08-11 10:07:15,069 - pyskl - INFO - Epoch [140][700/7492] lr: 6.494e-04, eta: 13:00:03, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5919, top5_acc: 0.8237, loss_cls: 5.0657, loss: 5.0657 2025-08-11 10:08:13,573 - pyskl - INFO - Epoch [140][800/7492] lr: 6.478e-04, eta: 12:59:06, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5825, top5_acc: 0.8109, loss_cls: 5.0944, loss: 5.0944 2025-08-11 10:09:12,591 - pyskl - INFO - Epoch [140][900/7492] lr: 6.463e-04, eta: 12:58:09, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.5813, top5_acc: 0.8122, loss_cls: 5.1606, loss: 5.1606 2025-08-11 10:10:11,291 - pyskl - INFO - Epoch [140][1000/7492] lr: 6.447e-04, eta: 12:57:12, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5750, top5_acc: 0.8087, loss_cls: 5.2032, loss: 5.2032 2025-08-11 10:11:09,410 - pyskl - INFO - Epoch [140][1100/7492] lr: 6.431e-04, eta: 12:56:15, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5763, top5_acc: 0.8087, loss_cls: 5.1671, loss: 5.1671 2025-08-11 10:12:07,577 - pyskl - INFO - Epoch [140][1200/7492] lr: 6.415e-04, eta: 12:55:17, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5869, top5_acc: 0.8228, loss_cls: 5.0067, loss: 5.0067 2025-08-11 10:13:04,164 - pyskl - INFO - Epoch [140][1300/7492] lr: 6.400e-04, eta: 12:54:20, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5722, top5_acc: 0.8066, loss_cls: 5.2517, loss: 5.2517 2025-08-11 10:14:01,188 - pyskl - INFO - Epoch [140][1400/7492] lr: 6.384e-04, eta: 12:53:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5884, top5_acc: 0.8159, loss_cls: 5.0537, loss: 5.0537 2025-08-11 10:14:59,553 - pyskl - INFO - Epoch [140][1500/7492] lr: 6.368e-04, eta: 12:52:26, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5709, top5_acc: 0.8184, loss_cls: 5.0669, loss: 5.0669 2025-08-11 10:15:57,639 - pyskl - INFO - Epoch [140][1600/7492] lr: 6.353e-04, eta: 12:51:28, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5831, top5_acc: 0.8259, loss_cls: 5.0083, loss: 5.0083 2025-08-11 10:16:54,098 - pyskl - INFO - Epoch [140][1700/7492] lr: 6.337e-04, eta: 12:50:31, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5878, top5_acc: 0.8147, loss_cls: 5.0873, loss: 5.0873 2025-08-11 10:17:52,666 - pyskl - INFO - Epoch [140][1800/7492] lr: 6.321e-04, eta: 12:49:34, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5763, top5_acc: 0.8094, loss_cls: 5.1227, loss: 5.1227 2025-08-11 10:18:50,920 - pyskl - INFO - Epoch [140][1900/7492] lr: 6.306e-04, eta: 12:48:37, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5863, top5_acc: 0.8166, loss_cls: 5.0779, loss: 5.0779 2025-08-11 10:19:49,590 - pyskl - INFO - Epoch [140][2000/7492] lr: 6.290e-04, eta: 12:47:39, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5831, top5_acc: 0.8081, loss_cls: 5.0824, loss: 5.0824 2025-08-11 10:20:48,287 - pyskl - INFO - Epoch [140][2100/7492] lr: 6.274e-04, eta: 12:46:42, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5837, top5_acc: 0.8113, loss_cls: 5.1698, loss: 5.1698 2025-08-11 10:21:46,232 - pyskl - INFO - Epoch [140][2200/7492] lr: 6.259e-04, eta: 12:45:45, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5728, top5_acc: 0.8163, loss_cls: 5.0675, loss: 5.0675 2025-08-11 10:22:43,817 - pyskl - INFO - Epoch [140][2300/7492] lr: 6.243e-04, eta: 12:44:48, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5784, top5_acc: 0.8153, loss_cls: 5.1061, loss: 5.1061 2025-08-11 10:23:40,867 - pyskl - INFO - Epoch [140][2400/7492] lr: 6.228e-04, eta: 12:43:50, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5703, top5_acc: 0.8141, loss_cls: 5.2015, loss: 5.2015 2025-08-11 10:24:37,399 - pyskl - INFO - Epoch [140][2500/7492] lr: 6.212e-04, eta: 12:42:53, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5866, top5_acc: 0.8141, loss_cls: 5.0259, loss: 5.0259 2025-08-11 10:25:35,215 - pyskl - INFO - Epoch [140][2600/7492] lr: 6.197e-04, eta: 12:41:56, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5719, top5_acc: 0.8219, loss_cls: 5.1528, loss: 5.1528 2025-08-11 10:26:33,569 - pyskl - INFO - Epoch [140][2700/7492] lr: 6.181e-04, eta: 12:40:59, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5837, top5_acc: 0.8084, loss_cls: 5.0761, loss: 5.0761 2025-08-11 10:27:31,506 - pyskl - INFO - Epoch [140][2800/7492] lr: 6.166e-04, eta: 12:40:01, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5756, top5_acc: 0.8128, loss_cls: 5.1585, loss: 5.1585 2025-08-11 10:28:30,059 - pyskl - INFO - Epoch [140][2900/7492] lr: 6.151e-04, eta: 12:39:04, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5784, top5_acc: 0.8103, loss_cls: 5.1197, loss: 5.1197 2025-08-11 10:29:28,527 - pyskl - INFO - Epoch [140][3000/7492] lr: 6.135e-04, eta: 12:38:07, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5772, top5_acc: 0.8172, loss_cls: 5.0566, loss: 5.0566 2025-08-11 10:30:26,992 - pyskl - INFO - Epoch [140][3100/7492] lr: 6.120e-04, eta: 12:37:10, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5972, top5_acc: 0.8225, loss_cls: 5.0495, loss: 5.0495 2025-08-11 10:31:25,492 - pyskl - INFO - Epoch [140][3200/7492] lr: 6.104e-04, eta: 12:36:13, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5791, top5_acc: 0.8131, loss_cls: 5.0667, loss: 5.0667 2025-08-11 10:32:24,302 - pyskl - INFO - Epoch [140][3300/7492] lr: 6.089e-04, eta: 12:35:16, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.5775, top5_acc: 0.8144, loss_cls: 5.1636, loss: 5.1636 2025-08-11 10:33:23,019 - pyskl - INFO - Epoch [140][3400/7492] lr: 6.074e-04, eta: 12:34:18, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5763, top5_acc: 0.8163, loss_cls: 5.1216, loss: 5.1216 2025-08-11 10:34:20,685 - pyskl - INFO - Epoch [140][3500/7492] lr: 6.059e-04, eta: 12:33:21, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5875, top5_acc: 0.8191, loss_cls: 5.0234, loss: 5.0234 2025-08-11 10:35:18,666 - pyskl - INFO - Epoch [140][3600/7492] lr: 6.043e-04, eta: 12:32:24, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5725, top5_acc: 0.8094, loss_cls: 5.0966, loss: 5.0966 2025-08-11 10:36:16,813 - pyskl - INFO - Epoch [140][3700/7492] lr: 6.028e-04, eta: 12:31:27, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5863, top5_acc: 0.8131, loss_cls: 4.9876, loss: 4.9876 2025-08-11 10:37:13,903 - pyskl - INFO - Epoch [140][3800/7492] lr: 6.013e-04, eta: 12:30:29, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5863, top5_acc: 0.8119, loss_cls: 5.1310, loss: 5.1310 2025-08-11 10:38:11,640 - pyskl - INFO - Epoch [140][3900/7492] lr: 5.998e-04, eta: 12:29:32, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5875, top5_acc: 0.8122, loss_cls: 5.0736, loss: 5.0736 2025-08-11 10:39:08,860 - pyskl - INFO - Epoch [140][4000/7492] lr: 5.982e-04, eta: 12:28:35, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5716, top5_acc: 0.8103, loss_cls: 5.1911, loss: 5.1911 2025-08-11 10:40:06,543 - pyskl - INFO - Epoch [140][4100/7492] lr: 5.967e-04, eta: 12:27:38, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5763, top5_acc: 0.8184, loss_cls: 5.0629, loss: 5.0629 2025-08-11 10:41:04,293 - pyskl - INFO - Epoch [140][4200/7492] lr: 5.952e-04, eta: 12:26:40, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5797, top5_acc: 0.8147, loss_cls: 5.1174, loss: 5.1174 2025-08-11 10:42:03,049 - pyskl - INFO - Epoch [140][4300/7492] lr: 5.937e-04, eta: 12:25:43, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.5709, top5_acc: 0.8106, loss_cls: 5.1890, loss: 5.1890 2025-08-11 10:43:01,282 - pyskl - INFO - Epoch [140][4400/7492] lr: 5.922e-04, eta: 12:24:46, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5678, top5_acc: 0.8047, loss_cls: 5.1803, loss: 5.1803 2025-08-11 10:43:58,318 - pyskl - INFO - Epoch [140][4500/7492] lr: 5.907e-04, eta: 12:23:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5837, top5_acc: 0.8153, loss_cls: 5.0709, loss: 5.0709 2025-08-11 10:44:56,502 - pyskl - INFO - Epoch [140][4600/7492] lr: 5.891e-04, eta: 12:22:51, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5809, top5_acc: 0.8078, loss_cls: 5.1801, loss: 5.1801 2025-08-11 10:45:54,531 - pyskl - INFO - Epoch [140][4700/7492] lr: 5.876e-04, eta: 12:21:54, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5625, top5_acc: 0.8116, loss_cls: 5.1559, loss: 5.1559 2025-08-11 10:46:52,322 - pyskl - INFO - Epoch [140][4800/7492] lr: 5.861e-04, eta: 12:20:57, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5881, top5_acc: 0.8059, loss_cls: 5.0496, loss: 5.0496 2025-08-11 10:47:49,639 - pyskl - INFO - Epoch [140][4900/7492] lr: 5.846e-04, eta: 12:20:00, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5778, top5_acc: 0.8094, loss_cls: 5.2415, loss: 5.2415 2025-08-11 10:48:47,960 - pyskl - INFO - Epoch [140][5000/7492] lr: 5.831e-04, eta: 12:19:02, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5759, top5_acc: 0.8150, loss_cls: 5.0804, loss: 5.0804 2025-08-11 10:49:45,556 - pyskl - INFO - Epoch [140][5100/7492] lr: 5.816e-04, eta: 12:18:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6031, top5_acc: 0.8337, loss_cls: 4.9557, loss: 4.9557 2025-08-11 10:50:43,725 - pyskl - INFO - Epoch [140][5200/7492] lr: 5.801e-04, eta: 12:17:08, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5697, top5_acc: 0.8044, loss_cls: 5.2914, loss: 5.2914 2025-08-11 10:51:41,241 - pyskl - INFO - Epoch [140][5300/7492] lr: 5.786e-04, eta: 12:16:11, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5834, top5_acc: 0.8131, loss_cls: 5.0656, loss: 5.0656 2025-08-11 10:52:37,607 - pyskl - INFO - Epoch [140][5400/7492] lr: 5.771e-04, eta: 12:15:13, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5831, top5_acc: 0.8116, loss_cls: 5.1436, loss: 5.1436 2025-08-11 10:53:34,984 - pyskl - INFO - Epoch [140][5500/7492] lr: 5.756e-04, eta: 12:14:16, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5841, top5_acc: 0.8097, loss_cls: 5.0983, loss: 5.0983 2025-08-11 10:54:32,394 - pyskl - INFO - Epoch [140][5600/7492] lr: 5.742e-04, eta: 12:13:19, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5847, top5_acc: 0.8134, loss_cls: 5.1022, loss: 5.1022 2025-08-11 10:55:29,858 - pyskl - INFO - Epoch [140][5700/7492] lr: 5.727e-04, eta: 12:12:22, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5831, top5_acc: 0.8187, loss_cls: 5.0327, loss: 5.0327 2025-08-11 10:56:28,124 - pyskl - INFO - Epoch [140][5800/7492] lr: 5.712e-04, eta: 12:11:24, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5881, top5_acc: 0.8159, loss_cls: 5.1246, loss: 5.1246 2025-08-11 10:57:26,692 - pyskl - INFO - Epoch [140][5900/7492] lr: 5.697e-04, eta: 12:10:27, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5828, top5_acc: 0.8094, loss_cls: 5.1410, loss: 5.1410 2025-08-11 10:58:24,413 - pyskl - INFO - Epoch [140][6000/7492] lr: 5.682e-04, eta: 12:09:30, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5787, top5_acc: 0.8147, loss_cls: 5.0670, loss: 5.0670 2025-08-11 10:59:22,692 - pyskl - INFO - Epoch [140][6100/7492] lr: 5.667e-04, eta: 12:08:33, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5728, top5_acc: 0.8047, loss_cls: 5.1889, loss: 5.1889 2025-08-11 11:00:21,301 - pyskl - INFO - Epoch [140][6200/7492] lr: 5.653e-04, eta: 12:07:36, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5819, top5_acc: 0.8163, loss_cls: 5.1224, loss: 5.1224 2025-08-11 11:01:19,836 - pyskl - INFO - Epoch [140][6300/7492] lr: 5.638e-04, eta: 12:06:38, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.5600, top5_acc: 0.7963, loss_cls: 5.2319, loss: 5.2319 2025-08-11 11:02:17,850 - pyskl - INFO - Epoch [140][6400/7492] lr: 5.623e-04, eta: 12:05:41, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5834, top5_acc: 0.8091, loss_cls: 5.0400, loss: 5.0400 2025-08-11 11:03:15,438 - pyskl - INFO - Epoch [140][6500/7492] lr: 5.608e-04, eta: 12:04:44, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5756, top5_acc: 0.8072, loss_cls: 5.2262, loss: 5.2262 2025-08-11 11:04:13,616 - pyskl - INFO - Epoch [140][6600/7492] lr: 5.594e-04, eta: 12:03:47, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5691, top5_acc: 0.8091, loss_cls: 5.1008, loss: 5.1008 2025-08-11 11:05:10,317 - pyskl - INFO - Epoch [140][6700/7492] lr: 5.579e-04, eta: 12:02:49, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5825, top5_acc: 0.8044, loss_cls: 5.1452, loss: 5.1452 2025-08-11 11:06:07,946 - pyskl - INFO - Epoch [140][6800/7492] lr: 5.564e-04, eta: 12:01:52, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5706, top5_acc: 0.8034, loss_cls: 5.2264, loss: 5.2264 2025-08-11 11:07:05,381 - pyskl - INFO - Epoch [140][6900/7492] lr: 5.550e-04, eta: 12:00:55, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5775, top5_acc: 0.8137, loss_cls: 5.0829, loss: 5.0829 2025-08-11 11:08:04,092 - pyskl - INFO - Epoch [140][7000/7492] lr: 5.535e-04, eta: 11:59:58, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.5697, top5_acc: 0.8081, loss_cls: 5.1402, loss: 5.1402 2025-08-11 11:09:01,954 - pyskl - INFO - Epoch [140][7100/7492] lr: 5.520e-04, eta: 11:59:00, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5759, top5_acc: 0.8156, loss_cls: 5.0502, loss: 5.0502 2025-08-11 11:09:59,442 - pyskl - INFO - Epoch [140][7200/7492] lr: 5.506e-04, eta: 11:58:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5697, top5_acc: 0.8072, loss_cls: 5.1950, loss: 5.1950 2025-08-11 11:10:56,203 - pyskl - INFO - Epoch [140][7300/7492] lr: 5.491e-04, eta: 11:57:06, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5872, top5_acc: 0.8184, loss_cls: 5.0135, loss: 5.0135 2025-08-11 11:11:54,534 - pyskl - INFO - Epoch [140][7400/7492] lr: 5.477e-04, eta: 11:56:09, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.5841, top5_acc: 0.8163, loss_cls: 5.0656, loss: 5.0656 2025-08-11 11:12:49,838 - pyskl - INFO - Saving checkpoint at 140 epochs 2025-08-11 11:13:39,851 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 11:13:40,514 - pyskl - INFO - top1_acc 0.4622 top5_acc 0.7084 2025-08-11 11:13:40,514 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 11:13:40,564 - pyskl - INFO - mean_acc 0.4619 2025-08-11 11:13:40,637 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_139.pth was removed 2025-08-11 11:13:42,393 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_140.pth. 2025-08-11 11:13:42,395 - pyskl - INFO - Best top1_acc is 0.4622 at 140 epoch. 2025-08-11 11:13:42,417 - pyskl - INFO - Epoch(val) [140][617] top1_acc: 0.4622, top5_acc: 0.7084, mean_class_accuracy: 0.4619 2025-08-11 11:15:13,952 - pyskl - INFO - Epoch [141][100/7492] lr: 5.449e-04, eta: 11:54:17, time: 0.915, data_time: 0.332, memory: 11068, top1_acc: 0.5981, top5_acc: 0.8237, loss_cls: 5.0147, loss: 5.0147 2025-08-11 11:16:10,312 - pyskl - INFO - Epoch [141][200/7492] lr: 5.434e-04, eta: 11:53:20, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.5997, top5_acc: 0.8303, loss_cls: 5.0239, loss: 5.0239 2025-08-11 11:17:08,059 - pyskl - INFO - Epoch [141][300/7492] lr: 5.420e-04, eta: 11:52:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6034, top5_acc: 0.8319, loss_cls: 4.9843, loss: 4.9843 2025-08-11 11:18:05,505 - pyskl - INFO - Epoch [141][400/7492] lr: 5.405e-04, eta: 11:51:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6031, top5_acc: 0.8263, loss_cls: 4.9301, loss: 4.9301 2025-08-11 11:19:03,737 - pyskl - INFO - Epoch [141][500/7492] lr: 5.391e-04, eta: 11:50:28, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5962, top5_acc: 0.8322, loss_cls: 4.9670, loss: 4.9670 2025-08-11 11:20:01,451 - pyskl - INFO - Epoch [141][600/7492] lr: 5.376e-04, eta: 11:49:31, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5941, top5_acc: 0.8175, loss_cls: 5.0202, loss: 5.0202 2025-08-11 11:21:00,044 - pyskl - INFO - Epoch [141][700/7492] lr: 5.362e-04, eta: 11:48:34, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.5881, top5_acc: 0.8297, loss_cls: 4.8847, loss: 4.8847 2025-08-11 11:21:57,447 - pyskl - INFO - Epoch [141][800/7492] lr: 5.348e-04, eta: 11:47:36, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5944, top5_acc: 0.8128, loss_cls: 4.9951, loss: 4.9951 2025-08-11 11:22:55,234 - pyskl - INFO - Epoch [141][900/7492] lr: 5.333e-04, eta: 11:46:39, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5916, top5_acc: 0.8219, loss_cls: 4.9299, loss: 4.9299 2025-08-11 11:23:53,064 - pyskl - INFO - Epoch [141][1000/7492] lr: 5.319e-04, eta: 11:45:42, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5981, top5_acc: 0.8287, loss_cls: 4.9653, loss: 4.9653 2025-08-11 11:24:50,857 - pyskl - INFO - Epoch [141][1100/7492] lr: 5.305e-04, eta: 11:44:45, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5859, top5_acc: 0.8219, loss_cls: 5.0170, loss: 5.0170 2025-08-11 11:25:48,150 - pyskl - INFO - Epoch [141][1200/7492] lr: 5.290e-04, eta: 11:43:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5853, top5_acc: 0.8191, loss_cls: 5.0066, loss: 5.0066 2025-08-11 11:26:45,207 - pyskl - INFO - Epoch [141][1300/7492] lr: 5.276e-04, eta: 11:42:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5794, top5_acc: 0.8209, loss_cls: 5.0909, loss: 5.0909 2025-08-11 11:27:42,619 - pyskl - INFO - Epoch [141][1400/7492] lr: 5.262e-04, eta: 11:41:53, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5962, top5_acc: 0.8219, loss_cls: 5.0027, loss: 5.0027 2025-08-11 11:28:40,594 - pyskl - INFO - Epoch [141][1500/7492] lr: 5.247e-04, eta: 11:40:56, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5997, top5_acc: 0.8213, loss_cls: 4.9319, loss: 4.9319 2025-08-11 11:29:38,831 - pyskl - INFO - Epoch [141][1600/7492] lr: 5.233e-04, eta: 11:39:58, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6012, top5_acc: 0.8237, loss_cls: 4.9680, loss: 4.9680 2025-08-11 11:30:36,196 - pyskl - INFO - Epoch [141][1700/7492] lr: 5.219e-04, eta: 11:39:01, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5869, top5_acc: 0.8222, loss_cls: 5.0471, loss: 5.0471 2025-08-11 11:31:33,034 - pyskl - INFO - Epoch [141][1800/7492] lr: 5.205e-04, eta: 11:38:04, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5828, top5_acc: 0.8131, loss_cls: 5.2429, loss: 5.2429 2025-08-11 11:32:30,189 - pyskl - INFO - Epoch [141][1900/7492] lr: 5.191e-04, eta: 11:37:07, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5906, top5_acc: 0.8178, loss_cls: 4.9734, loss: 4.9734 2025-08-11 11:33:27,862 - pyskl - INFO - Epoch [141][2000/7492] lr: 5.176e-04, eta: 11:36:09, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6100, top5_acc: 0.8291, loss_cls: 4.9123, loss: 4.9123 2025-08-11 11:34:25,326 - pyskl - INFO - Epoch [141][2100/7492] lr: 5.162e-04, eta: 11:35:12, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5962, top5_acc: 0.8225, loss_cls: 4.9468, loss: 4.9468 2025-08-11 11:35:22,621 - pyskl - INFO - Epoch [141][2200/7492] lr: 5.148e-04, eta: 11:34:15, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5922, top5_acc: 0.8156, loss_cls: 5.0108, loss: 5.0108 2025-08-11 11:36:19,424 - pyskl - INFO - Epoch [141][2300/7492] lr: 5.134e-04, eta: 11:33:17, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5834, top5_acc: 0.8166, loss_cls: 5.0323, loss: 5.0323 2025-08-11 11:37:16,087 - pyskl - INFO - Epoch [141][2400/7492] lr: 5.120e-04, eta: 11:32:20, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5966, top5_acc: 0.8187, loss_cls: 4.9960, loss: 4.9960 2025-08-11 11:38:12,590 - pyskl - INFO - Epoch [141][2500/7492] lr: 5.106e-04, eta: 11:31:23, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6022, top5_acc: 0.8297, loss_cls: 4.9358, loss: 4.9358 2025-08-11 11:39:09,100 - pyskl - INFO - Epoch [141][2600/7492] lr: 5.092e-04, eta: 11:30:25, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5909, top5_acc: 0.8234, loss_cls: 5.0430, loss: 5.0430 2025-08-11 11:40:06,374 - pyskl - INFO - Epoch [141][2700/7492] lr: 5.078e-04, eta: 11:29:28, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5784, top5_acc: 0.8163, loss_cls: 5.0295, loss: 5.0295 2025-08-11 11:41:03,072 - pyskl - INFO - Epoch [141][2800/7492] lr: 5.064e-04, eta: 11:28:31, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5897, top5_acc: 0.8241, loss_cls: 5.0011, loss: 5.0011 2025-08-11 11:41:59,918 - pyskl - INFO - Epoch [141][2900/7492] lr: 5.050e-04, eta: 11:27:34, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5722, top5_acc: 0.8091, loss_cls: 5.1017, loss: 5.1017 2025-08-11 11:42:57,514 - pyskl - INFO - Epoch [141][3000/7492] lr: 5.036e-04, eta: 11:26:36, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5934, top5_acc: 0.8287, loss_cls: 4.9502, loss: 4.9502 2025-08-11 11:43:54,597 - pyskl - INFO - Epoch [141][3100/7492] lr: 5.022e-04, eta: 11:25:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5931, top5_acc: 0.8278, loss_cls: 4.9626, loss: 4.9626 2025-08-11 11:44:52,212 - pyskl - INFO - Epoch [141][3200/7492] lr: 5.008e-04, eta: 11:24:42, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5972, top5_acc: 0.8234, loss_cls: 4.9504, loss: 4.9504 2025-08-11 11:45:49,738 - pyskl - INFO - Epoch [141][3300/7492] lr: 4.994e-04, eta: 11:23:44, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5903, top5_acc: 0.8247, loss_cls: 4.9757, loss: 4.9757 2025-08-11 11:46:47,238 - pyskl - INFO - Epoch [141][3400/7492] lr: 4.980e-04, eta: 11:22:47, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6019, top5_acc: 0.8316, loss_cls: 4.9487, loss: 4.9487 2025-08-11 11:47:44,295 - pyskl - INFO - Epoch [141][3500/7492] lr: 4.966e-04, eta: 11:21:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5794, top5_acc: 0.8203, loss_cls: 5.0849, loss: 5.0849 2025-08-11 11:48:41,263 - pyskl - INFO - Epoch [141][3600/7492] lr: 4.953e-04, eta: 11:20:53, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5806, top5_acc: 0.8091, loss_cls: 5.0756, loss: 5.0756 2025-08-11 11:49:37,835 - pyskl - INFO - Epoch [141][3700/7492] lr: 4.939e-04, eta: 11:19:55, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5853, top5_acc: 0.8241, loss_cls: 5.0415, loss: 5.0415 2025-08-11 11:50:35,273 - pyskl - INFO - Epoch [141][3800/7492] lr: 4.925e-04, eta: 11:18:58, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5825, top5_acc: 0.8228, loss_cls: 4.9559, loss: 4.9559 2025-08-11 11:51:33,643 - pyskl - INFO - Epoch [141][3900/7492] lr: 4.911e-04, eta: 11:18:01, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5925, top5_acc: 0.8181, loss_cls: 5.0139, loss: 5.0139 2025-08-11 11:52:31,015 - pyskl - INFO - Epoch [141][4000/7492] lr: 4.897e-04, eta: 11:17:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6028, top5_acc: 0.8287, loss_cls: 4.9969, loss: 4.9969 2025-08-11 11:53:28,407 - pyskl - INFO - Epoch [141][4100/7492] lr: 4.884e-04, eta: 11:16:06, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5741, top5_acc: 0.8159, loss_cls: 5.1445, loss: 5.1445 2025-08-11 11:54:25,864 - pyskl - INFO - Epoch [141][4200/7492] lr: 4.870e-04, eta: 11:15:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5816, top5_acc: 0.8159, loss_cls: 5.0082, loss: 5.0082 2025-08-11 11:55:23,296 - pyskl - INFO - Epoch [141][4300/7492] lr: 4.856e-04, eta: 11:14:12, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5997, top5_acc: 0.8309, loss_cls: 5.0072, loss: 5.0072 2025-08-11 11:56:21,332 - pyskl - INFO - Epoch [141][4400/7492] lr: 4.842e-04, eta: 11:13:14, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5831, top5_acc: 0.8209, loss_cls: 5.0891, loss: 5.0891 2025-08-11 11:57:18,735 - pyskl - INFO - Epoch [141][4500/7492] lr: 4.829e-04, eta: 11:12:17, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5919, top5_acc: 0.8119, loss_cls: 4.9793, loss: 4.9793 2025-08-11 11:58:15,638 - pyskl - INFO - Epoch [141][4600/7492] lr: 4.815e-04, eta: 11:11:20, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5803, top5_acc: 0.8150, loss_cls: 4.9615, loss: 4.9615 2025-08-11 11:59:12,391 - pyskl - INFO - Epoch [141][4700/7492] lr: 4.801e-04, eta: 11:10:23, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5863, top5_acc: 0.8216, loss_cls: 5.1140, loss: 5.1140 2025-08-11 12:00:09,192 - pyskl - INFO - Epoch [141][4800/7492] lr: 4.788e-04, eta: 11:09:25, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5897, top5_acc: 0.8275, loss_cls: 5.0933, loss: 5.0933 2025-08-11 12:01:07,536 - pyskl - INFO - Epoch [141][4900/7492] lr: 4.774e-04, eta: 11:08:28, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5841, top5_acc: 0.8153, loss_cls: 5.0435, loss: 5.0435 2025-08-11 12:02:04,811 - pyskl - INFO - Epoch [141][5000/7492] lr: 4.761e-04, eta: 11:07:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5841, top5_acc: 0.8203, loss_cls: 5.0792, loss: 5.0792 2025-08-11 12:03:03,245 - pyskl - INFO - Epoch [141][5100/7492] lr: 4.747e-04, eta: 11:06:34, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5947, top5_acc: 0.8309, loss_cls: 4.9504, loss: 4.9504 2025-08-11 12:04:01,399 - pyskl - INFO - Epoch [141][5200/7492] lr: 4.734e-04, eta: 11:05:36, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5828, top5_acc: 0.8081, loss_cls: 5.1496, loss: 5.1496 2025-08-11 12:04:58,207 - pyskl - INFO - Epoch [141][5300/7492] lr: 4.720e-04, eta: 11:04:39, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5938, top5_acc: 0.8216, loss_cls: 5.0205, loss: 5.0205 2025-08-11 12:05:55,358 - pyskl - INFO - Epoch [141][5400/7492] lr: 4.706e-04, eta: 11:03:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5809, top5_acc: 0.8181, loss_cls: 5.0278, loss: 5.0278 2025-08-11 12:06:52,000 - pyskl - INFO - Epoch [141][5500/7492] lr: 4.693e-04, eta: 11:02:44, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5959, top5_acc: 0.8259, loss_cls: 4.9793, loss: 4.9793 2025-08-11 12:07:48,932 - pyskl - INFO - Epoch [141][5600/7492] lr: 4.680e-04, eta: 11:01:47, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5737, top5_acc: 0.8231, loss_cls: 5.1044, loss: 5.1044 2025-08-11 12:08:46,004 - pyskl - INFO - Epoch [141][5700/7492] lr: 4.666e-04, eta: 11:00:50, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5887, top5_acc: 0.8184, loss_cls: 5.0547, loss: 5.0547 2025-08-11 12:09:44,079 - pyskl - INFO - Epoch [141][5800/7492] lr: 4.653e-04, eta: 10:59:53, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5813, top5_acc: 0.8222, loss_cls: 4.9553, loss: 4.9553 2025-08-11 12:10:41,755 - pyskl - INFO - Epoch [141][5900/7492] lr: 4.639e-04, eta: 10:58:55, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 5.0356, loss: 5.0356 2025-08-11 12:11:39,958 - pyskl - INFO - Epoch [141][6000/7492] lr: 4.626e-04, eta: 10:57:58, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5900, top5_acc: 0.8263, loss_cls: 5.0021, loss: 5.0021 2025-08-11 12:12:37,671 - pyskl - INFO - Epoch [141][6100/7492] lr: 4.612e-04, eta: 10:57:01, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5903, top5_acc: 0.8191, loss_cls: 5.0393, loss: 5.0393 2025-08-11 12:13:35,701 - pyskl - INFO - Epoch [141][6200/7492] lr: 4.599e-04, eta: 10:56:04, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5784, top5_acc: 0.8200, loss_cls: 5.1366, loss: 5.1366 2025-08-11 12:14:33,735 - pyskl - INFO - Epoch [141][6300/7492] lr: 4.586e-04, eta: 10:55:06, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5847, top5_acc: 0.8128, loss_cls: 5.1337, loss: 5.1337 2025-08-11 12:15:31,616 - pyskl - INFO - Epoch [141][6400/7492] lr: 4.572e-04, eta: 10:54:09, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5856, top5_acc: 0.8147, loss_cls: 5.0982, loss: 5.0982 2025-08-11 12:16:29,309 - pyskl - INFO - Epoch [141][6500/7492] lr: 4.559e-04, eta: 10:53:12, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6062, top5_acc: 0.8163, loss_cls: 5.0963, loss: 5.0963 2025-08-11 12:17:25,930 - pyskl - INFO - Epoch [141][6600/7492] lr: 4.546e-04, eta: 10:52:15, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5722, top5_acc: 0.8131, loss_cls: 5.0757, loss: 5.0757 2025-08-11 12:18:23,266 - pyskl - INFO - Epoch [141][6700/7492] lr: 4.533e-04, eta: 10:51:17, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5956, top5_acc: 0.8213, loss_cls: 4.9763, loss: 4.9763 2025-08-11 12:19:20,953 - pyskl - INFO - Epoch [141][6800/7492] lr: 4.519e-04, eta: 10:50:20, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5744, top5_acc: 0.8050, loss_cls: 5.1774, loss: 5.1774 2025-08-11 12:20:17,503 - pyskl - INFO - Epoch [141][6900/7492] lr: 4.506e-04, eta: 10:49:23, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.5994, top5_acc: 0.8253, loss_cls: 5.0442, loss: 5.0442 2025-08-11 12:21:15,291 - pyskl - INFO - Epoch [141][7000/7492] lr: 4.493e-04, eta: 10:48:25, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5719, top5_acc: 0.8128, loss_cls: 5.1682, loss: 5.1682 2025-08-11 12:22:12,464 - pyskl - INFO - Epoch [141][7100/7492] lr: 4.480e-04, eta: 10:47:28, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5869, top5_acc: 0.8153, loss_cls: 5.0966, loss: 5.0966 2025-08-11 12:23:09,300 - pyskl - INFO - Epoch [141][7200/7492] lr: 4.467e-04, eta: 10:46:31, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5928, top5_acc: 0.8097, loss_cls: 5.0071, loss: 5.0071 2025-08-11 12:24:06,481 - pyskl - INFO - Epoch [141][7300/7492] lr: 4.453e-04, eta: 10:45:34, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5844, top5_acc: 0.8144, loss_cls: 4.9761, loss: 4.9761 2025-08-11 12:25:03,444 - pyskl - INFO - Epoch [141][7400/7492] lr: 4.440e-04, eta: 10:44:36, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.5916, top5_acc: 0.8187, loss_cls: 5.0748, loss: 5.0748 2025-08-11 12:25:58,061 - pyskl - INFO - Saving checkpoint at 141 epochs 2025-08-11 12:26:46,373 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 12:26:47,031 - pyskl - INFO - top1_acc 0.4646 top5_acc 0.7127 2025-08-11 12:26:47,031 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 12:26:47,076 - pyskl - INFO - mean_acc 0.4643 2025-08-11 12:26:47,140 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_140.pth was removed 2025-08-11 12:26:48,708 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_141.pth. 2025-08-11 12:26:48,709 - pyskl - INFO - Best top1_acc is 0.4646 at 141 epoch. 2025-08-11 12:26:48,730 - pyskl - INFO - Epoch(val) [141][617] top1_acc: 0.4646, top5_acc: 0.7127, mean_class_accuracy: 0.4643 2025-08-11 12:28:21,198 - pyskl - INFO - Epoch [142][100/7492] lr: 4.415e-04, eta: 10:42:45, time: 0.925, data_time: 0.331, memory: 11068, top1_acc: 0.6094, top5_acc: 0.8353, loss_cls: 4.9188, loss: 4.9188 2025-08-11 12:29:18,850 - pyskl - INFO - Epoch [142][200/7492] lr: 4.402e-04, eta: 10:41:48, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5994, top5_acc: 0.8294, loss_cls: 4.9907, loss: 4.9907 2025-08-11 12:30:16,207 - pyskl - INFO - Epoch [142][300/7492] lr: 4.389e-04, eta: 10:40:51, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6044, top5_acc: 0.8166, loss_cls: 4.9503, loss: 4.9503 2025-08-11 12:31:13,849 - pyskl - INFO - Epoch [142][400/7492] lr: 4.376e-04, eta: 10:39:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6128, top5_acc: 0.8300, loss_cls: 4.9587, loss: 4.9587 2025-08-11 12:32:11,025 - pyskl - INFO - Epoch [142][500/7492] lr: 4.363e-04, eta: 10:38:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5959, top5_acc: 0.8256, loss_cls: 5.0565, loss: 5.0565 2025-08-11 12:33:09,127 - pyskl - INFO - Epoch [142][600/7492] lr: 4.350e-04, eta: 10:37:59, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6053, top5_acc: 0.8369, loss_cls: 4.8121, loss: 4.8121 2025-08-11 12:34:07,165 - pyskl - INFO - Epoch [142][700/7492] lr: 4.337e-04, eta: 10:37:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6072, top5_acc: 0.8313, loss_cls: 4.9259, loss: 4.9259 2025-08-11 12:35:04,665 - pyskl - INFO - Epoch [142][800/7492] lr: 4.324e-04, eta: 10:36:04, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6056, top5_acc: 0.8250, loss_cls: 4.9596, loss: 4.9596 2025-08-11 12:36:02,705 - pyskl - INFO - Epoch [142][900/7492] lr: 4.311e-04, eta: 10:35:07, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6138, top5_acc: 0.8372, loss_cls: 4.8346, loss: 4.8346 2025-08-11 12:37:00,095 - pyskl - INFO - Epoch [142][1000/7492] lr: 4.298e-04, eta: 10:34:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6050, top5_acc: 0.8341, loss_cls: 4.9683, loss: 4.9683 2025-08-11 12:37:57,937 - pyskl - INFO - Epoch [142][1100/7492] lr: 4.285e-04, eta: 10:33:13, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6091, top5_acc: 0.8272, loss_cls: 4.9060, loss: 4.9060 2025-08-11 12:38:55,115 - pyskl - INFO - Epoch [142][1200/7492] lr: 4.273e-04, eta: 10:32:15, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5938, top5_acc: 0.8306, loss_cls: 4.9904, loss: 4.9904 2025-08-11 12:39:51,733 - pyskl - INFO - Epoch [142][1300/7492] lr: 4.260e-04, eta: 10:31:18, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6144, top5_acc: 0.8406, loss_cls: 4.7985, loss: 4.7985 2025-08-11 12:40:49,366 - pyskl - INFO - Epoch [142][1400/7492] lr: 4.247e-04, eta: 10:30:21, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6081, top5_acc: 0.8363, loss_cls: 4.8928, loss: 4.8928 2025-08-11 12:41:47,061 - pyskl - INFO - Epoch [142][1500/7492] lr: 4.234e-04, eta: 10:29:23, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5928, top5_acc: 0.8225, loss_cls: 5.0089, loss: 5.0089 2025-08-11 12:42:44,683 - pyskl - INFO - Epoch [142][1600/7492] lr: 4.221e-04, eta: 10:28:26, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6050, top5_acc: 0.8331, loss_cls: 4.9582, loss: 4.9582 2025-08-11 12:43:42,524 - pyskl - INFO - Epoch [142][1700/7492] lr: 4.208e-04, eta: 10:27:29, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6159, top5_acc: 0.8353, loss_cls: 4.8579, loss: 4.8579 2025-08-11 12:44:40,047 - pyskl - INFO - Epoch [142][1800/7492] lr: 4.196e-04, eta: 10:26:32, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5916, top5_acc: 0.8291, loss_cls: 4.9676, loss: 4.9676 2025-08-11 12:45:36,591 - pyskl - INFO - Epoch [142][1900/7492] lr: 4.183e-04, eta: 10:25:34, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6106, top5_acc: 0.8378, loss_cls: 4.9038, loss: 4.9038 2025-08-11 12:46:33,339 - pyskl - INFO - Epoch [142][2000/7492] lr: 4.170e-04, eta: 10:24:37, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5822, top5_acc: 0.8253, loss_cls: 4.9774, loss: 4.9774 2025-08-11 12:47:30,776 - pyskl - INFO - Epoch [142][2100/7492] lr: 4.158e-04, eta: 10:23:40, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6122, top5_acc: 0.8369, loss_cls: 4.8588, loss: 4.8588 2025-08-11 12:48:27,978 - pyskl - INFO - Epoch [142][2200/7492] lr: 4.145e-04, eta: 10:22:43, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6022, top5_acc: 0.8381, loss_cls: 4.9238, loss: 4.9238 2025-08-11 12:49:24,746 - pyskl - INFO - Epoch [142][2300/7492] lr: 4.132e-04, eta: 10:21:45, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.5994, top5_acc: 0.8272, loss_cls: 4.9331, loss: 4.9331 2025-08-11 12:50:21,826 - pyskl - INFO - Epoch [142][2400/7492] lr: 4.120e-04, eta: 10:20:48, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6088, top5_acc: 0.8431, loss_cls: 4.8769, loss: 4.8769 2025-08-11 12:51:18,947 - pyskl - INFO - Epoch [142][2500/7492] lr: 4.107e-04, eta: 10:19:51, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6003, top5_acc: 0.8363, loss_cls: 4.9004, loss: 4.9004 2025-08-11 12:52:15,947 - pyskl - INFO - Epoch [142][2600/7492] lr: 4.094e-04, eta: 10:18:53, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6094, top5_acc: 0.8297, loss_cls: 4.9637, loss: 4.9637 2025-08-11 12:53:13,208 - pyskl - INFO - Epoch [142][2700/7492] lr: 4.082e-04, eta: 10:17:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6066, top5_acc: 0.8406, loss_cls: 4.8716, loss: 4.8716 2025-08-11 12:54:10,694 - pyskl - INFO - Epoch [142][2800/7492] lr: 4.069e-04, eta: 10:16:59, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5875, top5_acc: 0.8131, loss_cls: 5.0091, loss: 5.0091 2025-08-11 12:55:07,279 - pyskl - INFO - Epoch [142][2900/7492] lr: 4.057e-04, eta: 10:16:01, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6009, top5_acc: 0.8216, loss_cls: 5.0079, loss: 5.0079 2025-08-11 12:56:04,208 - pyskl - INFO - Epoch [142][3000/7492] lr: 4.044e-04, eta: 10:15:04, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5969, top5_acc: 0.8284, loss_cls: 4.9278, loss: 4.9278 2025-08-11 12:57:00,938 - pyskl - INFO - Epoch [142][3100/7492] lr: 4.032e-04, eta: 10:14:07, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6081, top5_acc: 0.8306, loss_cls: 4.8293, loss: 4.8293 2025-08-11 12:57:58,402 - pyskl - INFO - Epoch [142][3200/7492] lr: 4.019e-04, eta: 10:13:10, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.5994, top5_acc: 0.8281, loss_cls: 4.9937, loss: 4.9937 2025-08-11 12:58:55,888 - pyskl - INFO - Epoch [142][3300/7492] lr: 4.007e-04, eta: 10:12:12, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6100, top5_acc: 0.8284, loss_cls: 4.9384, loss: 4.9384 2025-08-11 12:59:53,074 - pyskl - INFO - Epoch [142][3400/7492] lr: 3.994e-04, eta: 10:11:15, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5962, top5_acc: 0.8269, loss_cls: 4.9988, loss: 4.9988 2025-08-11 13:00:50,157 - pyskl - INFO - Epoch [142][3500/7492] lr: 3.982e-04, eta: 10:10:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.5953, top5_acc: 0.8287, loss_cls: 5.0013, loss: 5.0013 2025-08-11 13:01:46,888 - pyskl - INFO - Epoch [142][3600/7492] lr: 3.969e-04, eta: 10:09:20, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5887, top5_acc: 0.8166, loss_cls: 5.1497, loss: 5.1497 2025-08-11 13:02:43,513 - pyskl - INFO - Epoch [142][3700/7492] lr: 3.957e-04, eta: 10:08:23, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6075, top5_acc: 0.8363, loss_cls: 4.9094, loss: 4.9094 2025-08-11 13:03:40,727 - pyskl - INFO - Epoch [142][3800/7492] lr: 3.945e-04, eta: 10:07:26, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5887, top5_acc: 0.8247, loss_cls: 4.9467, loss: 4.9467 2025-08-11 13:04:39,552 - pyskl - INFO - Epoch [142][3900/7492] lr: 3.932e-04, eta: 10:06:29, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6003, top5_acc: 0.8266, loss_cls: 5.0307, loss: 5.0307 2025-08-11 13:05:36,978 - pyskl - INFO - Epoch [142][4000/7492] lr: 3.920e-04, eta: 10:05:31, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5984, top5_acc: 0.8275, loss_cls: 4.8425, loss: 4.8425 2025-08-11 13:06:35,334 - pyskl - INFO - Epoch [142][4100/7492] lr: 3.908e-04, eta: 10:04:34, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6062, top5_acc: 0.8278, loss_cls: 4.9142, loss: 4.9142 2025-08-11 13:07:32,619 - pyskl - INFO - Epoch [142][4200/7492] lr: 3.895e-04, eta: 10:03:37, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5994, top5_acc: 0.8294, loss_cls: 5.0162, loss: 5.0162 2025-08-11 13:08:30,337 - pyskl - INFO - Epoch [142][4300/7492] lr: 3.883e-04, eta: 10:02:40, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6081, top5_acc: 0.8450, loss_cls: 4.9588, loss: 4.9588 2025-08-11 13:09:28,614 - pyskl - INFO - Epoch [142][4400/7492] lr: 3.871e-04, eta: 10:01:42, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6159, top5_acc: 0.8247, loss_cls: 4.9241, loss: 4.9241 2025-08-11 13:10:26,057 - pyskl - INFO - Epoch [142][4500/7492] lr: 3.858e-04, eta: 10:00:45, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6088, top5_acc: 0.8300, loss_cls: 4.9609, loss: 4.9609 2025-08-11 13:11:23,343 - pyskl - INFO - Epoch [142][4600/7492] lr: 3.846e-04, eta: 9:59:48, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5734, top5_acc: 0.8144, loss_cls: 5.1009, loss: 5.1009 2025-08-11 13:12:21,335 - pyskl - INFO - Epoch [142][4700/7492] lr: 3.834e-04, eta: 9:58:51, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6025, top5_acc: 0.8278, loss_cls: 4.9346, loss: 4.9346 2025-08-11 13:13:19,216 - pyskl - INFO - Epoch [142][4800/7492] lr: 3.822e-04, eta: 9:57:53, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.5934, top5_acc: 0.8209, loss_cls: 4.9532, loss: 4.9532 2025-08-11 13:14:16,518 - pyskl - INFO - Epoch [142][4900/7492] lr: 3.810e-04, eta: 9:56:56, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5887, top5_acc: 0.8131, loss_cls: 5.0260, loss: 5.0260 2025-08-11 13:15:14,527 - pyskl - INFO - Epoch [142][5000/7492] lr: 3.798e-04, eta: 9:55:59, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6075, top5_acc: 0.8291, loss_cls: 4.9266, loss: 4.9266 2025-08-11 13:16:12,523 - pyskl - INFO - Epoch [142][5100/7492] lr: 3.785e-04, eta: 9:55:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5925, top5_acc: 0.8259, loss_cls: 4.9071, loss: 4.9071 2025-08-11 13:17:10,967 - pyskl - INFO - Epoch [142][5200/7492] lr: 3.773e-04, eta: 9:54:04, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.5991, top5_acc: 0.8291, loss_cls: 4.9193, loss: 4.9193 2025-08-11 13:18:09,138 - pyskl - INFO - Epoch [142][5300/7492] lr: 3.761e-04, eta: 9:53:07, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.5994, top5_acc: 0.8253, loss_cls: 4.9122, loss: 4.9122 2025-08-11 13:19:06,054 - pyskl - INFO - Epoch [142][5400/7492] lr: 3.749e-04, eta: 9:52:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6006, top5_acc: 0.8334, loss_cls: 4.9488, loss: 4.9488 2025-08-11 13:20:03,786 - pyskl - INFO - Epoch [142][5500/7492] lr: 3.737e-04, eta: 9:51:13, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.5947, top5_acc: 0.8278, loss_cls: 4.8623, loss: 4.8623 2025-08-11 13:21:01,098 - pyskl - INFO - Epoch [142][5600/7492] lr: 3.725e-04, eta: 9:50:15, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6000, top5_acc: 0.8275, loss_cls: 4.9701, loss: 4.9701 2025-08-11 13:21:58,187 - pyskl - INFO - Epoch [142][5700/7492] lr: 3.713e-04, eta: 9:49:18, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6044, top5_acc: 0.8263, loss_cls: 4.9717, loss: 4.9717 2025-08-11 13:22:54,746 - pyskl - INFO - Epoch [142][5800/7492] lr: 3.701e-04, eta: 9:48:21, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6041, top5_acc: 0.8350, loss_cls: 4.8704, loss: 4.8704 2025-08-11 13:23:52,813 - pyskl - INFO - Epoch [142][5900/7492] lr: 3.689e-04, eta: 9:47:23, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6028, top5_acc: 0.8256, loss_cls: 5.0020, loss: 5.0020 2025-08-11 13:24:50,899 - pyskl - INFO - Epoch [142][6000/7492] lr: 3.677e-04, eta: 9:46:26, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5981, top5_acc: 0.8269, loss_cls: 4.9535, loss: 4.9535 2025-08-11 13:25:47,230 - pyskl - INFO - Epoch [142][6100/7492] lr: 3.665e-04, eta: 9:45:29, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.5928, top5_acc: 0.8241, loss_cls: 5.0586, loss: 5.0586 2025-08-11 13:26:44,503 - pyskl - INFO - Epoch [142][6200/7492] lr: 3.653e-04, eta: 9:44:32, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6006, top5_acc: 0.8178, loss_cls: 4.9204, loss: 4.9204 2025-08-11 13:27:41,535 - pyskl - INFO - Epoch [142][6300/7492] lr: 3.641e-04, eta: 9:43:34, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6047, top5_acc: 0.8234, loss_cls: 4.9928, loss: 4.9928 2025-08-11 13:28:39,654 - pyskl - INFO - Epoch [142][6400/7492] lr: 3.630e-04, eta: 9:42:37, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.5872, top5_acc: 0.8203, loss_cls: 5.0288, loss: 5.0288 2025-08-11 13:29:36,296 - pyskl - INFO - Epoch [142][6500/7492] lr: 3.618e-04, eta: 9:41:40, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.5994, top5_acc: 0.8303, loss_cls: 4.9339, loss: 4.9339 2025-08-11 13:30:33,546 - pyskl - INFO - Epoch [142][6600/7492] lr: 3.606e-04, eta: 9:40:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5919, top5_acc: 0.8209, loss_cls: 5.0401, loss: 5.0401 2025-08-11 13:31:31,347 - pyskl - INFO - Epoch [142][6700/7492] lr: 3.594e-04, eta: 9:39:45, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.5863, top5_acc: 0.8197, loss_cls: 4.8873, loss: 4.8873 2025-08-11 13:32:28,941 - pyskl - INFO - Epoch [142][6800/7492] lr: 3.582e-04, eta: 9:38:48, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.5756, top5_acc: 0.8063, loss_cls: 5.0394, loss: 5.0394 2025-08-11 13:33:26,779 - pyskl - INFO - Epoch [142][6900/7492] lr: 3.570e-04, eta: 9:37:51, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6162, top5_acc: 0.8322, loss_cls: 4.8852, loss: 4.8852 2025-08-11 13:34:24,109 - pyskl - INFO - Epoch [142][7000/7492] lr: 3.559e-04, eta: 9:36:53, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.5978, top5_acc: 0.8172, loss_cls: 4.9446, loss: 4.9446 2025-08-11 13:35:21,308 - pyskl - INFO - Epoch [142][7100/7492] lr: 3.547e-04, eta: 9:35:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5966, top5_acc: 0.8253, loss_cls: 4.9920, loss: 4.9920 2025-08-11 13:36:18,618 - pyskl - INFO - Epoch [142][7200/7492] lr: 3.535e-04, eta: 9:34:59, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6072, top5_acc: 0.8366, loss_cls: 4.8996, loss: 4.8996 2025-08-11 13:37:15,243 - pyskl - INFO - Epoch [142][7300/7492] lr: 3.524e-04, eta: 9:34:02, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6091, top5_acc: 0.8297, loss_cls: 4.9003, loss: 4.9003 2025-08-11 13:38:12,602 - pyskl - INFO - Epoch [142][7400/7492] lr: 3.512e-04, eta: 9:33:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6000, top5_acc: 0.8275, loss_cls: 4.9111, loss: 4.9111 2025-08-11 13:39:07,489 - pyskl - INFO - Saving checkpoint at 142 epochs 2025-08-11 13:39:56,489 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 13:39:57,166 - pyskl - INFO - top1_acc 0.4727 top5_acc 0.7167 2025-08-11 13:39:57,166 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 13:39:57,218 - pyskl - INFO - mean_acc 0.4724 2025-08-11 13:39:57,290 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_141.pth was removed 2025-08-11 13:39:58,903 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_142.pth. 2025-08-11 13:39:58,904 - pyskl - INFO - Best top1_acc is 0.4727 at 142 epoch. 2025-08-11 13:39:58,934 - pyskl - INFO - Epoch(val) [142][617] top1_acc: 0.4727, top5_acc: 0.7167, mean_class_accuracy: 0.4724 2025-08-11 13:41:30,032 - pyskl - INFO - Epoch [143][100/7492] lr: 3.489e-04, eta: 9:31:13, time: 0.911, data_time: 0.340, memory: 11068, top1_acc: 0.6203, top5_acc: 0.8413, loss_cls: 4.8175, loss: 4.8175 2025-08-11 13:42:28,395 - pyskl - INFO - Epoch [143][200/7492] lr: 3.478e-04, eta: 9:30:16, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6200, top5_acc: 0.8450, loss_cls: 4.7874, loss: 4.7874 2025-08-11 13:43:25,944 - pyskl - INFO - Epoch [143][300/7492] lr: 3.466e-04, eta: 9:29:19, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6125, top5_acc: 0.8313, loss_cls: 4.8600, loss: 4.8600 2025-08-11 13:44:24,782 - pyskl - INFO - Epoch [143][400/7492] lr: 3.455e-04, eta: 9:28:22, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6122, top5_acc: 0.8269, loss_cls: 4.8944, loss: 4.8944 2025-08-11 13:45:23,393 - pyskl - INFO - Epoch [143][500/7492] lr: 3.443e-04, eta: 9:27:24, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6206, top5_acc: 0.8428, loss_cls: 4.7964, loss: 4.7964 2025-08-11 13:46:20,256 - pyskl - INFO - Epoch [143][600/7492] lr: 3.432e-04, eta: 9:26:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6172, top5_acc: 0.8466, loss_cls: 4.8700, loss: 4.8700 2025-08-11 13:47:17,129 - pyskl - INFO - Epoch [143][700/7492] lr: 3.420e-04, eta: 9:25:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6209, top5_acc: 0.8341, loss_cls: 4.8245, loss: 4.8245 2025-08-11 13:48:13,989 - pyskl - INFO - Epoch [143][800/7492] lr: 3.408e-04, eta: 9:24:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6112, top5_acc: 0.8347, loss_cls: 4.8867, loss: 4.8867 2025-08-11 13:49:11,110 - pyskl - INFO - Epoch [143][900/7492] lr: 3.397e-04, eta: 9:23:35, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6256, top5_acc: 0.8381, loss_cls: 4.7781, loss: 4.7781 2025-08-11 13:50:08,221 - pyskl - INFO - Epoch [143][1000/7492] lr: 3.386e-04, eta: 9:22:38, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6184, top5_acc: 0.8397, loss_cls: 4.8161, loss: 4.8161 2025-08-11 13:51:05,751 - pyskl - INFO - Epoch [143][1100/7492] lr: 3.374e-04, eta: 9:21:41, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6159, top5_acc: 0.8397, loss_cls: 4.7922, loss: 4.7922 2025-08-11 13:52:03,341 - pyskl - INFO - Epoch [143][1200/7492] lr: 3.363e-04, eta: 9:20:43, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6212, top5_acc: 0.8363, loss_cls: 4.8745, loss: 4.8745 2025-08-11 13:53:01,803 - pyskl - INFO - Epoch [143][1300/7492] lr: 3.351e-04, eta: 9:19:46, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6256, top5_acc: 0.8341, loss_cls: 4.8391, loss: 4.8391 2025-08-11 13:53:59,540 - pyskl - INFO - Epoch [143][1400/7492] lr: 3.340e-04, eta: 9:18:49, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6109, top5_acc: 0.8316, loss_cls: 4.8610, loss: 4.8610 2025-08-11 13:54:56,179 - pyskl - INFO - Epoch [143][1500/7492] lr: 3.328e-04, eta: 9:17:52, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6162, top5_acc: 0.8459, loss_cls: 4.8496, loss: 4.8496 2025-08-11 13:55:54,231 - pyskl - INFO - Epoch [143][1600/7492] lr: 3.317e-04, eta: 9:16:54, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6178, top5_acc: 0.8253, loss_cls: 4.8585, loss: 4.8585 2025-08-11 13:56:53,133 - pyskl - INFO - Epoch [143][1700/7492] lr: 3.306e-04, eta: 9:15:57, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.6084, top5_acc: 0.8363, loss_cls: 4.9021, loss: 4.9021 2025-08-11 13:57:51,978 - pyskl - INFO - Epoch [143][1800/7492] lr: 3.294e-04, eta: 9:15:00, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6162, top5_acc: 0.8444, loss_cls: 4.8371, loss: 4.8371 2025-08-11 13:58:50,323 - pyskl - INFO - Epoch [143][1900/7492] lr: 3.283e-04, eta: 9:14:03, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6112, top5_acc: 0.8397, loss_cls: 4.7851, loss: 4.7851 2025-08-11 13:59:49,090 - pyskl - INFO - Epoch [143][2000/7492] lr: 3.272e-04, eta: 9:13:05, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6078, top5_acc: 0.8403, loss_cls: 4.8598, loss: 4.8598 2025-08-11 14:00:47,486 - pyskl - INFO - Epoch [143][2100/7492] lr: 3.261e-04, eta: 9:12:08, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6050, top5_acc: 0.8356, loss_cls: 4.8674, loss: 4.8674 2025-08-11 14:01:44,936 - pyskl - INFO - Epoch [143][2200/7492] lr: 3.249e-04, eta: 9:11:11, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6284, top5_acc: 0.8466, loss_cls: 4.7995, loss: 4.7995 2025-08-11 14:02:41,701 - pyskl - INFO - Epoch [143][2300/7492] lr: 3.238e-04, eta: 9:10:14, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6031, top5_acc: 0.8291, loss_cls: 4.9516, loss: 4.9516 2025-08-11 14:03:39,733 - pyskl - INFO - Epoch [143][2400/7492] lr: 3.227e-04, eta: 9:09:16, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6047, top5_acc: 0.8341, loss_cls: 4.8449, loss: 4.8449 2025-08-11 14:04:38,167 - pyskl - INFO - Epoch [143][2500/7492] lr: 3.216e-04, eta: 9:08:19, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6119, top5_acc: 0.8344, loss_cls: 4.8300, loss: 4.8300 2025-08-11 14:05:35,507 - pyskl - INFO - Epoch [143][2600/7492] lr: 3.205e-04, eta: 9:07:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6106, top5_acc: 0.8422, loss_cls: 4.9017, loss: 4.9017 2025-08-11 14:06:31,891 - pyskl - INFO - Epoch [143][2700/7492] lr: 3.193e-04, eta: 9:06:25, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6159, top5_acc: 0.8434, loss_cls: 4.8672, loss: 4.8672 2025-08-11 14:07:29,411 - pyskl - INFO - Epoch [143][2800/7492] lr: 3.182e-04, eta: 9:05:27, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6050, top5_acc: 0.8438, loss_cls: 4.8417, loss: 4.8417 2025-08-11 14:08:26,816 - pyskl - INFO - Epoch [143][2900/7492] lr: 3.171e-04, eta: 9:04:30, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6066, top5_acc: 0.8469, loss_cls: 4.7867, loss: 4.7867 2025-08-11 14:09:24,707 - pyskl - INFO - Epoch [143][3000/7492] lr: 3.160e-04, eta: 9:03:33, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6003, top5_acc: 0.8344, loss_cls: 4.8241, loss: 4.8241 2025-08-11 14:10:22,254 - pyskl - INFO - Epoch [143][3100/7492] lr: 3.149e-04, eta: 9:02:36, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6056, top5_acc: 0.8281, loss_cls: 4.8341, loss: 4.8341 2025-08-11 14:11:20,247 - pyskl - INFO - Epoch [143][3200/7492] lr: 3.138e-04, eta: 9:01:38, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6097, top5_acc: 0.8334, loss_cls: 4.8689, loss: 4.8689 2025-08-11 14:12:17,746 - pyskl - INFO - Epoch [143][3300/7492] lr: 3.127e-04, eta: 9:00:41, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6053, top5_acc: 0.8441, loss_cls: 4.8569, loss: 4.8569 2025-08-11 14:13:15,118 - pyskl - INFO - Epoch [143][3400/7492] lr: 3.116e-04, eta: 8:59:44, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6091, top5_acc: 0.8384, loss_cls: 4.8522, loss: 4.8522 2025-08-11 14:14:11,935 - pyskl - INFO - Epoch [143][3500/7492] lr: 3.105e-04, eta: 8:58:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6241, top5_acc: 0.8363, loss_cls: 4.9125, loss: 4.9125 2025-08-11 14:15:09,450 - pyskl - INFO - Epoch [143][3600/7492] lr: 3.094e-04, eta: 8:57:49, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6188, top5_acc: 0.8466, loss_cls: 4.9239, loss: 4.9239 2025-08-11 14:16:07,516 - pyskl - INFO - Epoch [143][3700/7492] lr: 3.083e-04, eta: 8:56:52, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6000, top5_acc: 0.8253, loss_cls: 4.8246, loss: 4.8246 2025-08-11 14:17:04,578 - pyskl - INFO - Epoch [143][3800/7492] lr: 3.072e-04, eta: 8:55:55, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6094, top5_acc: 0.8350, loss_cls: 4.8802, loss: 4.8802 2025-08-11 14:18:02,545 - pyskl - INFO - Epoch [143][3900/7492] lr: 3.061e-04, eta: 8:54:57, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.5925, top5_acc: 0.8428, loss_cls: 4.8699, loss: 4.8699 2025-08-11 14:18:59,405 - pyskl - INFO - Epoch [143][4000/7492] lr: 3.050e-04, eta: 8:54:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5997, top5_acc: 0.8356, loss_cls: 4.9425, loss: 4.9425 2025-08-11 14:19:56,800 - pyskl - INFO - Epoch [143][4100/7492] lr: 3.039e-04, eta: 8:53:03, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6181, top5_acc: 0.8281, loss_cls: 4.8820, loss: 4.8820 2025-08-11 14:20:54,293 - pyskl - INFO - Epoch [143][4200/7492] lr: 3.029e-04, eta: 8:52:06, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6197, top5_acc: 0.8450, loss_cls: 4.7983, loss: 4.7983 2025-08-11 14:21:51,769 - pyskl - INFO - Epoch [143][4300/7492] lr: 3.018e-04, eta: 8:51:08, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6053, top5_acc: 0.8378, loss_cls: 4.9663, loss: 4.9663 2025-08-11 14:22:49,494 - pyskl - INFO - Epoch [143][4400/7492] lr: 3.007e-04, eta: 8:50:11, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6216, top5_acc: 0.8503, loss_cls: 4.8002, loss: 4.8002 2025-08-11 14:23:46,318 - pyskl - INFO - Epoch [143][4500/7492] lr: 2.996e-04, eta: 8:49:14, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6066, top5_acc: 0.8303, loss_cls: 4.9574, loss: 4.9574 2025-08-11 14:24:43,761 - pyskl - INFO - Epoch [143][4600/7492] lr: 2.985e-04, eta: 8:48:16, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.5972, top5_acc: 0.8325, loss_cls: 4.8991, loss: 4.8991 2025-08-11 14:25:40,640 - pyskl - INFO - Epoch [143][4700/7492] lr: 2.975e-04, eta: 8:47:19, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6094, top5_acc: 0.8313, loss_cls: 4.8535, loss: 4.8535 2025-08-11 14:26:38,248 - pyskl - INFO - Epoch [143][4800/7492] lr: 2.964e-04, eta: 8:46:22, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6066, top5_acc: 0.8416, loss_cls: 4.7909, loss: 4.7909 2025-08-11 14:27:35,118 - pyskl - INFO - Epoch [143][4900/7492] lr: 2.953e-04, eta: 8:45:25, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.5916, top5_acc: 0.8291, loss_cls: 4.9156, loss: 4.9156 2025-08-11 14:28:32,423 - pyskl - INFO - Epoch [143][5000/7492] lr: 2.942e-04, eta: 8:44:27, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6122, top5_acc: 0.8366, loss_cls: 4.9208, loss: 4.9208 2025-08-11 14:29:29,344 - pyskl - INFO - Epoch [143][5100/7492] lr: 2.932e-04, eta: 8:43:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6009, top5_acc: 0.8306, loss_cls: 4.9136, loss: 4.9136 2025-08-11 14:30:26,095 - pyskl - INFO - Epoch [143][5200/7492] lr: 2.921e-04, eta: 8:42:33, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6075, top5_acc: 0.8256, loss_cls: 4.9823, loss: 4.9823 2025-08-11 14:31:22,621 - pyskl - INFO - Epoch [143][5300/7492] lr: 2.910e-04, eta: 8:41:35, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6056, top5_acc: 0.8328, loss_cls: 4.8736, loss: 4.8736 2025-08-11 14:32:19,829 - pyskl - INFO - Epoch [143][5400/7492] lr: 2.900e-04, eta: 8:40:38, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5966, top5_acc: 0.8350, loss_cls: 4.8567, loss: 4.8567 2025-08-11 14:33:17,722 - pyskl - INFO - Epoch [143][5500/7492] lr: 2.889e-04, eta: 8:39:41, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6191, top5_acc: 0.8316, loss_cls: 4.7605, loss: 4.7605 2025-08-11 14:34:15,598 - pyskl - INFO - Epoch [143][5600/7492] lr: 2.879e-04, eta: 8:38:44, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6134, top5_acc: 0.8447, loss_cls: 4.8199, loss: 4.8199 2025-08-11 14:35:13,043 - pyskl - INFO - Epoch [143][5700/7492] lr: 2.868e-04, eta: 8:37:46, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6147, top5_acc: 0.8350, loss_cls: 4.8720, loss: 4.8720 2025-08-11 14:36:10,020 - pyskl - INFO - Epoch [143][5800/7492] lr: 2.858e-04, eta: 8:36:49, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6153, top5_acc: 0.8369, loss_cls: 4.8370, loss: 4.8370 2025-08-11 14:37:06,744 - pyskl - INFO - Epoch [143][5900/7492] lr: 2.847e-04, eta: 8:35:52, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.5906, top5_acc: 0.8225, loss_cls: 4.9642, loss: 4.9642 2025-08-11 14:38:04,477 - pyskl - INFO - Epoch [143][6000/7492] lr: 2.836e-04, eta: 8:34:54, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6144, top5_acc: 0.8300, loss_cls: 4.8802, loss: 4.8802 2025-08-11 14:39:01,993 - pyskl - INFO - Epoch [143][6100/7492] lr: 2.826e-04, eta: 8:33:57, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6009, top5_acc: 0.8316, loss_cls: 4.8717, loss: 4.8717 2025-08-11 14:39:59,929 - pyskl - INFO - Epoch [143][6200/7492] lr: 2.816e-04, eta: 8:33:00, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6138, top5_acc: 0.8337, loss_cls: 4.8212, loss: 4.8212 2025-08-11 14:40:57,101 - pyskl - INFO - Epoch [143][6300/7492] lr: 2.805e-04, eta: 8:32:03, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5984, top5_acc: 0.8334, loss_cls: 4.8886, loss: 4.8886 2025-08-11 14:41:54,108 - pyskl - INFO - Epoch [143][6400/7492] lr: 2.795e-04, eta: 8:31:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 4.9439, loss: 4.9439 2025-08-11 14:42:52,263 - pyskl - INFO - Epoch [143][6500/7492] lr: 2.784e-04, eta: 8:30:08, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6122, top5_acc: 0.8350, loss_cls: 4.8092, loss: 4.8092 2025-08-11 14:43:48,875 - pyskl - INFO - Epoch [143][6600/7492] lr: 2.774e-04, eta: 8:29:11, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6344, top5_acc: 0.8525, loss_cls: 4.7473, loss: 4.7473 2025-08-11 14:44:46,494 - pyskl - INFO - Epoch [143][6700/7492] lr: 2.763e-04, eta: 8:28:14, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6078, top5_acc: 0.8413, loss_cls: 4.8303, loss: 4.8303 2025-08-11 14:45:43,642 - pyskl - INFO - Epoch [143][6800/7492] lr: 2.753e-04, eta: 8:27:16, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6150, top5_acc: 0.8406, loss_cls: 4.8328, loss: 4.8328 2025-08-11 14:46:40,837 - pyskl - INFO - Epoch [143][6900/7492] lr: 2.743e-04, eta: 8:26:19, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.5988, top5_acc: 0.8234, loss_cls: 4.8125, loss: 4.8125 2025-08-11 14:47:37,901 - pyskl - INFO - Epoch [143][7000/7492] lr: 2.732e-04, eta: 8:25:22, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6144, top5_acc: 0.8328, loss_cls: 4.9133, loss: 4.9133 2025-08-11 14:48:35,798 - pyskl - INFO - Epoch [143][7100/7492] lr: 2.722e-04, eta: 8:24:24, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6084, top5_acc: 0.8356, loss_cls: 4.7578, loss: 4.7578 2025-08-11 14:49:33,780 - pyskl - INFO - Epoch [143][7200/7492] lr: 2.712e-04, eta: 8:23:27, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6028, top5_acc: 0.8344, loss_cls: 4.9722, loss: 4.9722 2025-08-11 14:50:30,318 - pyskl - INFO - Epoch [143][7300/7492] lr: 2.702e-04, eta: 8:22:30, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6188, top5_acc: 0.8391, loss_cls: 4.8475, loss: 4.8475 2025-08-11 14:51:27,255 - pyskl - INFO - Epoch [143][7400/7492] lr: 2.691e-04, eta: 8:21:33, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6103, top5_acc: 0.8409, loss_cls: 4.8833, loss: 4.8833 2025-08-11 14:52:21,764 - pyskl - INFO - Saving checkpoint at 143 epochs 2025-08-11 14:53:10,432 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 14:53:11,097 - pyskl - INFO - top1_acc 0.4738 top5_acc 0.7180 2025-08-11 14:53:11,097 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 14:53:11,141 - pyskl - INFO - mean_acc 0.4736 2025-08-11 14:53:11,204 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_142.pth was removed 2025-08-11 14:53:12,959 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_143.pth. 2025-08-11 14:53:12,961 - pyskl - INFO - Best top1_acc is 0.4738 at 143 epoch. 2025-08-11 14:53:12,982 - pyskl - INFO - Epoch(val) [143][617] top1_acc: 0.4738, top5_acc: 0.7180, mean_class_accuracy: 0.4736 2025-08-11 14:54:42,845 - pyskl - INFO - Epoch [144][100/7492] lr: 2.672e-04, eta: 8:19:42, time: 0.899, data_time: 0.326, memory: 11068, top1_acc: 0.6384, top5_acc: 0.8622, loss_cls: 4.6685, loss: 4.6685 2025-08-11 14:55:40,232 - pyskl - INFO - Epoch [144][200/7492] lr: 2.662e-04, eta: 8:18:44, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6162, top5_acc: 0.8397, loss_cls: 4.9405, loss: 4.9405 2025-08-11 14:56:37,187 - pyskl - INFO - Epoch [144][300/7492] lr: 2.651e-04, eta: 8:17:47, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6162, top5_acc: 0.8431, loss_cls: 4.7876, loss: 4.7876 2025-08-11 14:57:33,897 - pyskl - INFO - Epoch [144][400/7492] lr: 2.641e-04, eta: 8:16:50, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 4.6855, loss: 4.6855 2025-08-11 14:58:30,838 - pyskl - INFO - Epoch [144][500/7492] lr: 2.631e-04, eta: 8:15:52, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6322, top5_acc: 0.8575, loss_cls: 4.7391, loss: 4.7391 2025-08-11 14:59:28,237 - pyskl - INFO - Epoch [144][600/7492] lr: 2.621e-04, eta: 8:14:55, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6153, top5_acc: 0.8556, loss_cls: 4.7264, loss: 4.7264 2025-08-11 15:00:25,499 - pyskl - INFO - Epoch [144][700/7492] lr: 2.611e-04, eta: 8:13:58, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6222, top5_acc: 0.8578, loss_cls: 4.7684, loss: 4.7684 2025-08-11 15:01:22,497 - pyskl - INFO - Epoch [144][800/7492] lr: 2.601e-04, eta: 8:13:01, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6216, top5_acc: 0.8453, loss_cls: 4.7943, loss: 4.7943 2025-08-11 15:02:20,033 - pyskl - INFO - Epoch [144][900/7492] lr: 2.591e-04, eta: 8:12:03, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6231, top5_acc: 0.8434, loss_cls: 4.8330, loss: 4.8330 2025-08-11 15:03:18,064 - pyskl - INFO - Epoch [144][1000/7492] lr: 2.581e-04, eta: 8:11:06, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6212, top5_acc: 0.8391, loss_cls: 4.8501, loss: 4.8501 2025-08-11 15:04:15,576 - pyskl - INFO - Epoch [144][1100/7492] lr: 2.571e-04, eta: 8:10:09, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6309, top5_acc: 0.8472, loss_cls: 4.6883, loss: 4.6883 2025-08-11 15:05:14,744 - pyskl - INFO - Epoch [144][1200/7492] lr: 2.561e-04, eta: 8:09:12, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.6203, top5_acc: 0.8425, loss_cls: 4.8461, loss: 4.8461 2025-08-11 15:06:13,130 - pyskl - INFO - Epoch [144][1300/7492] lr: 2.551e-04, eta: 8:08:14, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6316, top5_acc: 0.8387, loss_cls: 4.8073, loss: 4.8073 2025-08-11 15:07:11,160 - pyskl - INFO - Epoch [144][1400/7492] lr: 2.541e-04, eta: 8:07:17, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6072, top5_acc: 0.8372, loss_cls: 4.8229, loss: 4.8229 2025-08-11 15:08:09,173 - pyskl - INFO - Epoch [144][1500/7492] lr: 2.531e-04, eta: 8:06:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6409, top5_acc: 0.8581, loss_cls: 4.6688, loss: 4.6688 2025-08-11 15:09:07,176 - pyskl - INFO - Epoch [144][1600/7492] lr: 2.521e-04, eta: 8:05:23, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6166, top5_acc: 0.8462, loss_cls: 4.8560, loss: 4.8560 2025-08-11 15:10:05,609 - pyskl - INFO - Epoch [144][1700/7492] lr: 2.511e-04, eta: 8:04:25, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6291, top5_acc: 0.8447, loss_cls: 4.6994, loss: 4.6994 2025-08-11 15:11:03,998 - pyskl - INFO - Epoch [144][1800/7492] lr: 2.501e-04, eta: 8:03:28, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6234, top5_acc: 0.8384, loss_cls: 4.8868, loss: 4.8868 2025-08-11 15:12:02,354 - pyskl - INFO - Epoch [144][1900/7492] lr: 2.492e-04, eta: 8:02:31, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6191, top5_acc: 0.8441, loss_cls: 4.7827, loss: 4.7827 2025-08-11 15:13:00,363 - pyskl - INFO - Epoch [144][2000/7492] lr: 2.482e-04, eta: 8:01:34, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6206, top5_acc: 0.8497, loss_cls: 4.7846, loss: 4.7846 2025-08-11 15:13:56,884 - pyskl - INFO - Epoch [144][2100/7492] lr: 2.472e-04, eta: 8:00:36, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6203, top5_acc: 0.8444, loss_cls: 4.7970, loss: 4.7970 2025-08-11 15:14:54,609 - pyskl - INFO - Epoch [144][2200/7492] lr: 2.462e-04, eta: 7:59:39, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6131, top5_acc: 0.8403, loss_cls: 4.8698, loss: 4.8698 2025-08-11 15:15:52,148 - pyskl - INFO - Epoch [144][2300/7492] lr: 2.452e-04, eta: 7:58:42, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6266, top5_acc: 0.8484, loss_cls: 4.7497, loss: 4.7497 2025-08-11 15:16:50,626 - pyskl - INFO - Epoch [144][2400/7492] lr: 2.443e-04, eta: 7:57:45, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6219, top5_acc: 0.8325, loss_cls: 4.8464, loss: 4.8464 2025-08-11 15:17:49,128 - pyskl - INFO - Epoch [144][2500/7492] lr: 2.433e-04, eta: 7:56:47, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 4.7120, loss: 4.7120 2025-08-11 15:18:48,190 - pyskl - INFO - Epoch [144][2600/7492] lr: 2.423e-04, eta: 7:55:50, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.6128, top5_acc: 0.8431, loss_cls: 4.8035, loss: 4.8035 2025-08-11 15:19:47,399 - pyskl - INFO - Epoch [144][2700/7492] lr: 2.413e-04, eta: 7:54:53, time: 0.592, data_time: 0.000, memory: 11068, top1_acc: 0.6300, top5_acc: 0.8491, loss_cls: 4.6934, loss: 4.6934 2025-08-11 15:20:46,087 - pyskl - INFO - Epoch [144][2800/7492] lr: 2.404e-04, eta: 7:53:56, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6203, top5_acc: 0.8356, loss_cls: 4.8846, loss: 4.8846 2025-08-11 15:21:44,804 - pyskl - INFO - Epoch [144][2900/7492] lr: 2.394e-04, eta: 7:52:59, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6306, top5_acc: 0.8375, loss_cls: 4.7309, loss: 4.7309 2025-08-11 15:22:43,040 - pyskl - INFO - Epoch [144][3000/7492] lr: 2.384e-04, eta: 7:52:01, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6156, top5_acc: 0.8438, loss_cls: 4.8766, loss: 4.8766 2025-08-11 15:23:41,900 - pyskl - INFO - Epoch [144][3100/7492] lr: 2.375e-04, eta: 7:51:04, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.6312, top5_acc: 0.8488, loss_cls: 4.6342, loss: 4.6342 2025-08-11 15:24:40,653 - pyskl - INFO - Epoch [144][3200/7492] lr: 2.365e-04, eta: 7:50:07, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6144, top5_acc: 0.8422, loss_cls: 4.7640, loss: 4.7640 2025-08-11 15:25:38,764 - pyskl - INFO - Epoch [144][3300/7492] lr: 2.356e-04, eta: 7:49:10, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6300, top5_acc: 0.8331, loss_cls: 4.9016, loss: 4.9016 2025-08-11 15:26:36,220 - pyskl - INFO - Epoch [144][3400/7492] lr: 2.346e-04, eta: 7:48:12, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6316, top5_acc: 0.8525, loss_cls: 4.6178, loss: 4.6178 2025-08-11 15:27:34,007 - pyskl - INFO - Epoch [144][3500/7492] lr: 2.337e-04, eta: 7:47:15, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6200, top5_acc: 0.8447, loss_cls: 4.8150, loss: 4.8150 2025-08-11 15:28:32,517 - pyskl - INFO - Epoch [144][3600/7492] lr: 2.327e-04, eta: 7:46:18, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6147, top5_acc: 0.8488, loss_cls: 4.6876, loss: 4.6876 2025-08-11 15:29:30,618 - pyskl - INFO - Epoch [144][3700/7492] lr: 2.317e-04, eta: 7:45:21, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6294, top5_acc: 0.8481, loss_cls: 4.6989, loss: 4.6989 2025-08-11 15:30:28,930 - pyskl - INFO - Epoch [144][3800/7492] lr: 2.308e-04, eta: 7:44:24, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6206, top5_acc: 0.8378, loss_cls: 4.8107, loss: 4.8107 2025-08-11 15:31:27,573 - pyskl - INFO - Epoch [144][3900/7492] lr: 2.299e-04, eta: 7:43:26, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6200, top5_acc: 0.8469, loss_cls: 4.7180, loss: 4.7180 2025-08-11 15:32:26,458 - pyskl - INFO - Epoch [144][4000/7492] lr: 2.289e-04, eta: 7:42:29, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 4.7381, loss: 4.7381 2025-08-11 15:33:25,177 - pyskl - INFO - Epoch [144][4100/7492] lr: 2.280e-04, eta: 7:41:32, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6225, top5_acc: 0.8509, loss_cls: 4.7865, loss: 4.7865 2025-08-11 15:34:23,482 - pyskl - INFO - Epoch [144][4200/7492] lr: 2.270e-04, eta: 7:40:35, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6350, top5_acc: 0.8403, loss_cls: 4.7919, loss: 4.7919 2025-08-11 15:35:21,101 - pyskl - INFO - Epoch [144][4300/7492] lr: 2.261e-04, eta: 7:39:37, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6128, top5_acc: 0.8375, loss_cls: 4.8200, loss: 4.8200 2025-08-11 15:36:19,922 - pyskl - INFO - Epoch [144][4400/7492] lr: 2.252e-04, eta: 7:38:40, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6353, top5_acc: 0.8506, loss_cls: 4.6817, loss: 4.6817 2025-08-11 15:37:18,233 - pyskl - INFO - Epoch [144][4500/7492] lr: 2.242e-04, eta: 7:37:43, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6241, top5_acc: 0.8406, loss_cls: 4.8129, loss: 4.8129 2025-08-11 15:38:15,000 - pyskl - INFO - Epoch [144][4600/7492] lr: 2.233e-04, eta: 7:36:46, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6256, top5_acc: 0.8434, loss_cls: 4.7860, loss: 4.7860 2025-08-11 15:39:12,526 - pyskl - INFO - Epoch [144][4700/7492] lr: 2.224e-04, eta: 7:35:48, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6109, top5_acc: 0.8422, loss_cls: 4.8650, loss: 4.8650 2025-08-11 15:40:11,003 - pyskl - INFO - Epoch [144][4800/7492] lr: 2.214e-04, eta: 7:34:51, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6422, top5_acc: 0.8522, loss_cls: 4.6657, loss: 4.6657 2025-08-11 15:41:09,149 - pyskl - INFO - Epoch [144][4900/7492] lr: 2.205e-04, eta: 7:33:54, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6244, top5_acc: 0.8478, loss_cls: 4.7733, loss: 4.7733 2025-08-11 15:42:06,107 - pyskl - INFO - Epoch [144][5000/7492] lr: 2.196e-04, eta: 7:32:57, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6100, top5_acc: 0.8372, loss_cls: 4.8626, loss: 4.8626 2025-08-11 15:43:04,022 - pyskl - INFO - Epoch [144][5100/7492] lr: 2.186e-04, eta: 7:31:59, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6197, top5_acc: 0.8387, loss_cls: 4.8355, loss: 4.8355 2025-08-11 15:44:02,784 - pyskl - INFO - Epoch [144][5200/7492] lr: 2.177e-04, eta: 7:31:02, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6172, top5_acc: 0.8328, loss_cls: 4.8237, loss: 4.8237 2025-08-11 15:45:01,575 - pyskl - INFO - Epoch [144][5300/7492] lr: 2.168e-04, eta: 7:30:05, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6209, top5_acc: 0.8428, loss_cls: 4.7887, loss: 4.7887 2025-08-11 15:45:59,725 - pyskl - INFO - Epoch [144][5400/7492] lr: 2.159e-04, eta: 7:29:08, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6131, top5_acc: 0.8337, loss_cls: 4.8921, loss: 4.8921 2025-08-11 15:46:57,723 - pyskl - INFO - Epoch [144][5500/7492] lr: 2.150e-04, eta: 7:28:10, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6097, top5_acc: 0.8316, loss_cls: 4.8390, loss: 4.8390 2025-08-11 15:47:56,310 - pyskl - INFO - Epoch [144][5600/7492] lr: 2.141e-04, eta: 7:27:13, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6266, top5_acc: 0.8506, loss_cls: 4.6942, loss: 4.6942 2025-08-11 15:48:53,316 - pyskl - INFO - Epoch [144][5700/7492] lr: 2.131e-04, eta: 7:26:16, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6197, top5_acc: 0.8519, loss_cls: 4.7548, loss: 4.7548 2025-08-11 15:49:51,035 - pyskl - INFO - Epoch [144][5800/7492] lr: 2.122e-04, eta: 7:25:19, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6281, top5_acc: 0.8516, loss_cls: 4.7695, loss: 4.7695 2025-08-11 15:50:48,180 - pyskl - INFO - Epoch [144][5900/7492] lr: 2.113e-04, eta: 7:24:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6241, top5_acc: 0.8363, loss_cls: 4.8451, loss: 4.8451 2025-08-11 15:51:47,160 - pyskl - INFO - Epoch [144][6000/7492] lr: 2.104e-04, eta: 7:23:24, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.6197, top5_acc: 0.8503, loss_cls: 4.8086, loss: 4.8086 2025-08-11 15:52:45,453 - pyskl - INFO - Epoch [144][6100/7492] lr: 2.095e-04, eta: 7:22:27, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6372, top5_acc: 0.8403, loss_cls: 4.7748, loss: 4.7748 2025-08-11 15:53:44,031 - pyskl - INFO - Epoch [144][6200/7492] lr: 2.086e-04, eta: 7:21:30, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6288, top5_acc: 0.8506, loss_cls: 4.7761, loss: 4.7761 2025-08-11 15:54:42,642 - pyskl - INFO - Epoch [144][6300/7492] lr: 2.077e-04, eta: 7:20:32, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6172, top5_acc: 0.8409, loss_cls: 4.7510, loss: 4.7510 2025-08-11 15:55:39,546 - pyskl - INFO - Epoch [144][6400/7492] lr: 2.068e-04, eta: 7:19:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6175, top5_acc: 0.8359, loss_cls: 4.7836, loss: 4.7836 2025-08-11 15:56:38,658 - pyskl - INFO - Epoch [144][6500/7492] lr: 2.059e-04, eta: 7:18:38, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.6112, top5_acc: 0.8431, loss_cls: 4.8121, loss: 4.8121 2025-08-11 15:57:37,379 - pyskl - INFO - Epoch [144][6600/7492] lr: 2.050e-04, eta: 7:17:41, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6131, top5_acc: 0.8434, loss_cls: 4.8100, loss: 4.8100 2025-08-11 15:58:36,490 - pyskl - INFO - Epoch [144][6700/7492] lr: 2.041e-04, eta: 7:16:43, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.6122, top5_acc: 0.8466, loss_cls: 4.8022, loss: 4.8022 2025-08-11 15:59:34,749 - pyskl - INFO - Epoch [144][6800/7492] lr: 2.032e-04, eta: 7:15:46, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6169, top5_acc: 0.8431, loss_cls: 4.7849, loss: 4.7849 2025-08-11 16:00:32,940 - pyskl - INFO - Epoch [144][6900/7492] lr: 2.024e-04, eta: 7:14:49, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6134, top5_acc: 0.8409, loss_cls: 4.8102, loss: 4.8102 2025-08-11 16:01:31,258 - pyskl - INFO - Epoch [144][7000/7492] lr: 2.015e-04, eta: 7:13:52, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6222, top5_acc: 0.8500, loss_cls: 4.7518, loss: 4.7518 2025-08-11 16:02:29,785 - pyskl - INFO - Epoch [144][7100/7492] lr: 2.006e-04, eta: 7:12:55, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6312, top5_acc: 0.8516, loss_cls: 4.7358, loss: 4.7358 2025-08-11 16:03:28,263 - pyskl - INFO - Epoch [144][7200/7492] lr: 1.997e-04, eta: 7:11:57, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6212, top5_acc: 0.8447, loss_cls: 4.7805, loss: 4.7805 2025-08-11 16:04:26,814 - pyskl - INFO - Epoch [144][7300/7492] lr: 1.988e-04, eta: 7:11:00, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6172, top5_acc: 0.8397, loss_cls: 4.8788, loss: 4.8788 2025-08-11 16:05:25,141 - pyskl - INFO - Epoch [144][7400/7492] lr: 1.979e-04, eta: 7:10:03, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6212, top5_acc: 0.8438, loss_cls: 4.7786, loss: 4.7786 2025-08-11 16:06:20,183 - pyskl - INFO - Saving checkpoint at 144 epochs 2025-08-11 16:07:10,690 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 16:07:11,355 - pyskl - INFO - top1_acc 0.4725 top5_acc 0.7188 2025-08-11 16:07:11,355 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 16:07:11,403 - pyskl - INFO - mean_acc 0.4721 2025-08-11 16:07:11,417 - pyskl - INFO - Epoch(val) [144][617] top1_acc: 0.4725, top5_acc: 0.7188, mean_class_accuracy: 0.4721 2025-08-11 16:08:42,934 - pyskl - INFO - Epoch [145][100/7492] lr: 1.963e-04, eta: 7:08:12, time: 0.915, data_time: 0.332, memory: 11068, top1_acc: 0.6428, top5_acc: 0.8541, loss_cls: 4.6826, loss: 4.6826 2025-08-11 16:09:39,340 - pyskl - INFO - Epoch [145][200/7492] lr: 1.954e-04, eta: 7:07:15, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6394, top5_acc: 0.8550, loss_cls: 4.6424, loss: 4.6424 2025-08-11 16:10:36,461 - pyskl - INFO - Epoch [145][300/7492] lr: 1.945e-04, eta: 7:06:17, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6334, top5_acc: 0.8556, loss_cls: 4.6043, loss: 4.6043 2025-08-11 16:11:34,749 - pyskl - INFO - Epoch [145][400/7492] lr: 1.937e-04, eta: 7:05:20, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6491, top5_acc: 0.8591, loss_cls: 4.6064, loss: 4.6064 2025-08-11 16:12:32,021 - pyskl - INFO - Epoch [145][500/7492] lr: 1.928e-04, eta: 7:04:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6384, top5_acc: 0.8550, loss_cls: 4.7437, loss: 4.7437 2025-08-11 16:13:30,401 - pyskl - INFO - Epoch [145][600/7492] lr: 1.919e-04, eta: 7:03:26, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6319, top5_acc: 0.8572, loss_cls: 4.7275, loss: 4.7275 2025-08-11 16:14:28,343 - pyskl - INFO - Epoch [145][700/7492] lr: 1.911e-04, eta: 7:02:28, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6394, top5_acc: 0.8491, loss_cls: 4.7836, loss: 4.7836 2025-08-11 16:15:25,976 - pyskl - INFO - Epoch [145][800/7492] lr: 1.902e-04, eta: 7:01:31, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6422, top5_acc: 0.8544, loss_cls: 4.7611, loss: 4.7611 2025-08-11 16:16:22,446 - pyskl - INFO - Epoch [145][900/7492] lr: 1.893e-04, eta: 7:00:34, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6341, top5_acc: 0.8466, loss_cls: 4.7160, loss: 4.7160 2025-08-11 16:17:19,231 - pyskl - INFO - Epoch [145][1000/7492] lr: 1.885e-04, eta: 6:59:37, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6325, top5_acc: 0.8481, loss_cls: 4.7363, loss: 4.7363 2025-08-11 16:18:17,307 - pyskl - INFO - Epoch [145][1100/7492] lr: 1.876e-04, eta: 6:58:39, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6378, top5_acc: 0.8503, loss_cls: 4.7008, loss: 4.7008 2025-08-11 16:19:14,447 - pyskl - INFO - Epoch [145][1200/7492] lr: 1.868e-04, eta: 6:57:42, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6153, top5_acc: 0.8578, loss_cls: 4.7873, loss: 4.7873 2025-08-11 16:20:12,099 - pyskl - INFO - Epoch [145][1300/7492] lr: 1.859e-04, eta: 6:56:45, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6400, top5_acc: 0.8584, loss_cls: 4.5949, loss: 4.5949 2025-08-11 16:21:09,510 - pyskl - INFO - Epoch [145][1400/7492] lr: 1.851e-04, eta: 6:55:47, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 4.7234, loss: 4.7234 2025-08-11 16:22:06,987 - pyskl - INFO - Epoch [145][1500/7492] lr: 1.842e-04, eta: 6:54:50, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6388, top5_acc: 0.8609, loss_cls: 4.6214, loss: 4.6214 2025-08-11 16:23:03,801 - pyskl - INFO - Epoch [145][1600/7492] lr: 1.834e-04, eta: 6:53:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6300, top5_acc: 0.8556, loss_cls: 4.6764, loss: 4.6764 2025-08-11 16:24:00,885 - pyskl - INFO - Epoch [145][1700/7492] lr: 1.825e-04, eta: 6:52:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6503, top5_acc: 0.8488, loss_cls: 4.7532, loss: 4.7532 2025-08-11 16:24:58,052 - pyskl - INFO - Epoch [145][1800/7492] lr: 1.817e-04, eta: 6:51:58, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6325, top5_acc: 0.8516, loss_cls: 4.7179, loss: 4.7179 2025-08-11 16:25:55,993 - pyskl - INFO - Epoch [145][1900/7492] lr: 1.808e-04, eta: 6:51:01, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6459, top5_acc: 0.8603, loss_cls: 4.6514, loss: 4.6514 2025-08-11 16:26:54,562 - pyskl - INFO - Epoch [145][2000/7492] lr: 1.800e-04, eta: 6:50:04, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6222, top5_acc: 0.8459, loss_cls: 4.7656, loss: 4.7656 2025-08-11 16:27:52,152 - pyskl - INFO - Epoch [145][2100/7492] lr: 1.792e-04, eta: 6:49:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6350, top5_acc: 0.8522, loss_cls: 4.7736, loss: 4.7736 2025-08-11 16:28:49,762 - pyskl - INFO - Epoch [145][2200/7492] lr: 1.783e-04, eta: 6:48:09, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6384, top5_acc: 0.8534, loss_cls: 4.7289, loss: 4.7289 2025-08-11 16:29:47,142 - pyskl - INFO - Epoch [145][2300/7492] lr: 1.775e-04, eta: 6:47:12, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 4.8039, loss: 4.8039 2025-08-11 16:30:44,282 - pyskl - INFO - Epoch [145][2400/7492] lr: 1.767e-04, eta: 6:46:15, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6409, top5_acc: 0.8609, loss_cls: 4.6209, loss: 4.6209 2025-08-11 16:31:41,334 - pyskl - INFO - Epoch [145][2500/7492] lr: 1.758e-04, eta: 6:45:17, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6312, top5_acc: 0.8478, loss_cls: 4.6907, loss: 4.6907 2025-08-11 16:32:38,769 - pyskl - INFO - Epoch [145][2600/7492] lr: 1.750e-04, eta: 6:44:20, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6316, top5_acc: 0.8531, loss_cls: 4.7101, loss: 4.7101 2025-08-11 16:33:36,068 - pyskl - INFO - Epoch [145][2700/7492] lr: 1.742e-04, eta: 6:43:23, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6309, top5_acc: 0.8462, loss_cls: 4.7541, loss: 4.7541 2025-08-11 16:34:33,403 - pyskl - INFO - Epoch [145][2800/7492] lr: 1.734e-04, eta: 6:42:26, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6444, top5_acc: 0.8559, loss_cls: 4.6542, loss: 4.6542 2025-08-11 16:35:31,126 - pyskl - INFO - Epoch [145][2900/7492] lr: 1.726e-04, eta: 6:41:28, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6278, top5_acc: 0.8387, loss_cls: 4.7156, loss: 4.7156 2025-08-11 16:36:28,603 - pyskl - INFO - Epoch [145][3000/7492] lr: 1.717e-04, eta: 6:40:31, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6359, top5_acc: 0.8534, loss_cls: 4.6544, loss: 4.6544 2025-08-11 16:37:26,159 - pyskl - INFO - Epoch [145][3100/7492] lr: 1.709e-04, eta: 6:39:34, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6372, top5_acc: 0.8631, loss_cls: 4.6231, loss: 4.6231 2025-08-11 16:38:23,857 - pyskl - INFO - Epoch [145][3200/7492] lr: 1.701e-04, eta: 6:38:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6259, top5_acc: 0.8403, loss_cls: 4.7225, loss: 4.7225 2025-08-11 16:39:20,835 - pyskl - INFO - Epoch [145][3300/7492] lr: 1.693e-04, eta: 6:37:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6281, top5_acc: 0.8525, loss_cls: 4.6597, loss: 4.6597 2025-08-11 16:40:18,034 - pyskl - INFO - Epoch [145][3400/7492] lr: 1.685e-04, eta: 6:36:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6491, top5_acc: 0.8600, loss_cls: 4.6772, loss: 4.6772 2025-08-11 16:41:15,567 - pyskl - INFO - Epoch [145][3500/7492] lr: 1.677e-04, eta: 6:35:45, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6253, top5_acc: 0.8475, loss_cls: 4.8341, loss: 4.8341 2025-08-11 16:42:12,321 - pyskl - INFO - Epoch [145][3600/7492] lr: 1.669e-04, eta: 6:34:47, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6381, top5_acc: 0.8562, loss_cls: 4.6081, loss: 4.6081 2025-08-11 16:43:09,664 - pyskl - INFO - Epoch [145][3700/7492] lr: 1.661e-04, eta: 6:33:50, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6219, top5_acc: 0.8453, loss_cls: 4.7609, loss: 4.7609 2025-08-11 16:44:07,889 - pyskl - INFO - Epoch [145][3800/7492] lr: 1.653e-04, eta: 6:32:53, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6456, top5_acc: 0.8491, loss_cls: 4.7286, loss: 4.7286 2025-08-11 16:45:04,553 - pyskl - INFO - Epoch [145][3900/7492] lr: 1.645e-04, eta: 6:31:55, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6450, top5_acc: 0.8531, loss_cls: 4.6763, loss: 4.6763 2025-08-11 16:46:01,890 - pyskl - INFO - Epoch [145][4000/7492] lr: 1.637e-04, eta: 6:30:58, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6338, top5_acc: 0.8553, loss_cls: 4.6941, loss: 4.6941 2025-08-11 16:47:00,156 - pyskl - INFO - Epoch [145][4100/7492] lr: 1.629e-04, eta: 6:30:01, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6191, top5_acc: 0.8488, loss_cls: 4.7652, loss: 4.7652 2025-08-11 16:47:56,744 - pyskl - INFO - Epoch [145][4200/7492] lr: 1.621e-04, eta: 6:29:04, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6284, top5_acc: 0.8488, loss_cls: 4.6847, loss: 4.6847 2025-08-11 16:48:53,297 - pyskl - INFO - Epoch [145][4300/7492] lr: 1.613e-04, eta: 6:28:06, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6238, top5_acc: 0.8406, loss_cls: 4.7246, loss: 4.7246 2025-08-11 16:49:50,568 - pyskl - INFO - Epoch [145][4400/7492] lr: 1.605e-04, eta: 6:27:09, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6338, top5_acc: 0.8503, loss_cls: 4.7223, loss: 4.7223 2025-08-11 16:50:47,963 - pyskl - INFO - Epoch [145][4500/7492] lr: 1.597e-04, eta: 6:26:12, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6328, top5_acc: 0.8544, loss_cls: 4.7425, loss: 4.7425 2025-08-11 16:51:44,670 - pyskl - INFO - Epoch [145][4600/7492] lr: 1.589e-04, eta: 6:25:14, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6384, top5_acc: 0.8494, loss_cls: 4.6634, loss: 4.6634 2025-08-11 16:52:41,629 - pyskl - INFO - Epoch [145][4700/7492] lr: 1.581e-04, eta: 6:24:17, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6134, top5_acc: 0.8450, loss_cls: 4.7700, loss: 4.7700 2025-08-11 16:53:39,578 - pyskl - INFO - Epoch [145][4800/7492] lr: 1.573e-04, eta: 6:23:20, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6222, top5_acc: 0.8462, loss_cls: 4.7442, loss: 4.7442 2025-08-11 16:54:37,820 - pyskl - INFO - Epoch [145][4900/7492] lr: 1.565e-04, eta: 6:22:23, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6309, top5_acc: 0.8397, loss_cls: 4.7975, loss: 4.7975 2025-08-11 16:55:35,160 - pyskl - INFO - Epoch [145][5000/7492] lr: 1.558e-04, eta: 6:21:25, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6269, top5_acc: 0.8416, loss_cls: 4.8418, loss: 4.8418 2025-08-11 16:56:32,199 - pyskl - INFO - Epoch [145][5100/7492] lr: 1.550e-04, eta: 6:20:28, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6303, top5_acc: 0.8441, loss_cls: 4.7090, loss: 4.7090 2025-08-11 16:57:28,781 - pyskl - INFO - Epoch [145][5200/7492] lr: 1.542e-04, eta: 6:19:31, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6362, top5_acc: 0.8544, loss_cls: 4.5355, loss: 4.5355 2025-08-11 16:58:26,613 - pyskl - INFO - Epoch [145][5300/7492] lr: 1.534e-04, eta: 6:18:34, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6259, top5_acc: 0.8475, loss_cls: 4.6879, loss: 4.6879 2025-08-11 16:59:24,312 - pyskl - INFO - Epoch [145][5400/7492] lr: 1.527e-04, eta: 6:17:36, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6100, top5_acc: 0.8378, loss_cls: 4.7613, loss: 4.7613 2025-08-11 17:00:22,145 - pyskl - INFO - Epoch [145][5500/7492] lr: 1.519e-04, eta: 6:16:39, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6159, top5_acc: 0.8450, loss_cls: 4.7536, loss: 4.7536 2025-08-11 17:01:19,334 - pyskl - INFO - Epoch [145][5600/7492] lr: 1.511e-04, eta: 6:15:42, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6444, top5_acc: 0.8522, loss_cls: 4.7550, loss: 4.7550 2025-08-11 17:02:16,641 - pyskl - INFO - Epoch [145][5700/7492] lr: 1.504e-04, eta: 6:14:44, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6322, top5_acc: 0.8544, loss_cls: 4.7404, loss: 4.7404 2025-08-11 17:03:14,074 - pyskl - INFO - Epoch [145][5800/7492] lr: 1.496e-04, eta: 6:13:47, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6153, top5_acc: 0.8394, loss_cls: 4.8548, loss: 4.8548 2025-08-11 17:04:11,541 - pyskl - INFO - Epoch [145][5900/7492] lr: 1.488e-04, eta: 6:12:50, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6359, top5_acc: 0.8544, loss_cls: 4.7275, loss: 4.7275 2025-08-11 17:05:08,351 - pyskl - INFO - Epoch [145][6000/7492] lr: 1.481e-04, eta: 6:11:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6150, top5_acc: 0.8459, loss_cls: 4.7790, loss: 4.7790 2025-08-11 17:06:05,239 - pyskl - INFO - Epoch [145][6100/7492] lr: 1.473e-04, eta: 6:10:55, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6262, top5_acc: 0.8519, loss_cls: 4.7547, loss: 4.7547 2025-08-11 17:07:03,202 - pyskl - INFO - Epoch [145][6200/7492] lr: 1.466e-04, eta: 6:09:58, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6453, top5_acc: 0.8606, loss_cls: 4.6879, loss: 4.6879 2025-08-11 17:08:00,528 - pyskl - INFO - Epoch [145][6300/7492] lr: 1.458e-04, eta: 6:09:01, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6219, top5_acc: 0.8491, loss_cls: 4.7536, loss: 4.7536 2025-08-11 17:08:58,846 - pyskl - INFO - Epoch [145][6400/7492] lr: 1.451e-04, eta: 6:08:03, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6247, top5_acc: 0.8444, loss_cls: 4.7780, loss: 4.7780 2025-08-11 17:09:57,263 - pyskl - INFO - Epoch [145][6500/7492] lr: 1.443e-04, eta: 6:07:06, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6406, top5_acc: 0.8603, loss_cls: 4.6102, loss: 4.6102 2025-08-11 17:10:54,680 - pyskl - INFO - Epoch [145][6600/7492] lr: 1.436e-04, eta: 6:06:09, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6259, top5_acc: 0.8406, loss_cls: 4.7398, loss: 4.7398 2025-08-11 17:11:52,004 - pyskl - INFO - Epoch [145][6700/7492] lr: 1.428e-04, eta: 6:05:12, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6397, top5_acc: 0.8522, loss_cls: 4.6773, loss: 4.6773 2025-08-11 17:12:49,608 - pyskl - INFO - Epoch [145][6800/7492] lr: 1.421e-04, eta: 6:04:14, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6247, top5_acc: 0.8406, loss_cls: 4.7340, loss: 4.7340 2025-08-11 17:13:47,075 - pyskl - INFO - Epoch [145][6900/7492] lr: 1.413e-04, eta: 6:03:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6353, top5_acc: 0.8462, loss_cls: 4.6743, loss: 4.6743 2025-08-11 17:14:44,986 - pyskl - INFO - Epoch [145][7000/7492] lr: 1.406e-04, eta: 6:02:20, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6206, top5_acc: 0.8519, loss_cls: 4.7489, loss: 4.7489 2025-08-11 17:15:41,944 - pyskl - INFO - Epoch [145][7100/7492] lr: 1.398e-04, eta: 6:01:23, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6344, top5_acc: 0.8456, loss_cls: 4.6500, loss: 4.6500 2025-08-11 17:16:38,601 - pyskl - INFO - Epoch [145][7200/7492] lr: 1.391e-04, eta: 6:00:25, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6353, top5_acc: 0.8503, loss_cls: 4.7105, loss: 4.7105 2025-08-11 17:17:35,215 - pyskl - INFO - Epoch [145][7300/7492] lr: 1.384e-04, eta: 5:59:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6372, top5_acc: 0.8516, loss_cls: 4.7070, loss: 4.7070 2025-08-11 17:18:32,944 - pyskl - INFO - Epoch [145][7400/7492] lr: 1.376e-04, eta: 5:58:31, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6188, top5_acc: 0.8397, loss_cls: 4.7718, loss: 4.7718 2025-08-11 17:19:27,358 - pyskl - INFO - Saving checkpoint at 145 epochs 2025-08-11 17:20:18,868 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 17:20:19,528 - pyskl - INFO - top1_acc 0.4780 top5_acc 0.7189 2025-08-11 17:20:19,529 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 17:20:19,571 - pyskl - INFO - mean_acc 0.4777 2025-08-11 17:20:19,636 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_143.pth was removed 2025-08-11 17:20:21,186 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_145.pth. 2025-08-11 17:20:21,187 - pyskl - INFO - Best top1_acc is 0.4780 at 145 epoch. 2025-08-11 17:20:21,200 - pyskl - INFO - Epoch(val) [145][617] top1_acc: 0.4780, top5_acc: 0.7189, mean_class_accuracy: 0.4777 2025-08-11 17:21:50,647 - pyskl - INFO - Epoch [146][100/7492] lr: 1.362e-04, eta: 5:56:40, time: 0.894, data_time: 0.327, memory: 11068, top1_acc: 0.6475, top5_acc: 0.8612, loss_cls: 4.5970, loss: 4.5970 2025-08-11 17:22:47,398 - pyskl - INFO - Epoch [146][200/7492] lr: 1.355e-04, eta: 5:55:43, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6409, top5_acc: 0.8506, loss_cls: 4.6820, loss: 4.6820 2025-08-11 17:23:44,872 - pyskl - INFO - Epoch [146][300/7492] lr: 1.348e-04, eta: 5:54:45, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6459, top5_acc: 0.8597, loss_cls: 4.6466, loss: 4.6466 2025-08-11 17:24:42,901 - pyskl - INFO - Epoch [146][400/7492] lr: 1.341e-04, eta: 5:53:48, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6391, top5_acc: 0.8606, loss_cls: 4.6686, loss: 4.6686 2025-08-11 17:25:40,729 - pyskl - INFO - Epoch [146][500/7492] lr: 1.333e-04, eta: 5:52:51, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6394, top5_acc: 0.8622, loss_cls: 4.6760, loss: 4.6760 2025-08-11 17:26:38,188 - pyskl - INFO - Epoch [146][600/7492] lr: 1.326e-04, eta: 5:51:54, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6338, top5_acc: 0.8450, loss_cls: 4.7420, loss: 4.7420 2025-08-11 17:27:35,241 - pyskl - INFO - Epoch [146][700/7492] lr: 1.319e-04, eta: 5:50:56, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6547, top5_acc: 0.8625, loss_cls: 4.6794, loss: 4.6794 2025-08-11 17:28:33,618 - pyskl - INFO - Epoch [146][800/7492] lr: 1.312e-04, eta: 5:49:59, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6409, top5_acc: 0.8497, loss_cls: 4.6182, loss: 4.6182 2025-08-11 17:29:31,126 - pyskl - INFO - Epoch [146][900/7492] lr: 1.305e-04, eta: 5:49:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6416, top5_acc: 0.8575, loss_cls: 4.6710, loss: 4.6710 2025-08-11 17:30:29,051 - pyskl - INFO - Epoch [146][1000/7492] lr: 1.298e-04, eta: 5:48:05, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6362, top5_acc: 0.8494, loss_cls: 4.7641, loss: 4.7641 2025-08-11 17:31:28,351 - pyskl - INFO - Epoch [146][1100/7492] lr: 1.290e-04, eta: 5:47:07, time: 0.593, data_time: 0.000, memory: 11068, top1_acc: 0.6509, top5_acc: 0.8653, loss_cls: 4.6132, loss: 4.6132 2025-08-11 17:32:25,956 - pyskl - INFO - Epoch [146][1200/7492] lr: 1.283e-04, eta: 5:46:10, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6375, top5_acc: 0.8500, loss_cls: 4.7074, loss: 4.7074 2025-08-11 17:33:23,300 - pyskl - INFO - Epoch [146][1300/7492] lr: 1.276e-04, eta: 5:45:13, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6444, top5_acc: 0.8591, loss_cls: 4.6793, loss: 4.6793 2025-08-11 17:34:19,970 - pyskl - INFO - Epoch [146][1400/7492] lr: 1.269e-04, eta: 5:44:15, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 4.6114, loss: 4.6114 2025-08-11 17:35:17,948 - pyskl - INFO - Epoch [146][1500/7492] lr: 1.262e-04, eta: 5:43:18, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6472, top5_acc: 0.8553, loss_cls: 4.7340, loss: 4.7340 2025-08-11 17:36:16,553 - pyskl - INFO - Epoch [146][1600/7492] lr: 1.255e-04, eta: 5:42:21, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6388, top5_acc: 0.8512, loss_cls: 4.7296, loss: 4.7296 2025-08-11 17:37:15,075 - pyskl - INFO - Epoch [146][1700/7492] lr: 1.248e-04, eta: 5:41:24, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6359, top5_acc: 0.8538, loss_cls: 4.6737, loss: 4.6737 2025-08-11 17:38:12,660 - pyskl - INFO - Epoch [146][1800/7492] lr: 1.241e-04, eta: 5:40:26, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6406, top5_acc: 0.8634, loss_cls: 4.5636, loss: 4.5636 2025-08-11 17:39:10,239 - pyskl - INFO - Epoch [146][1900/7492] lr: 1.234e-04, eta: 5:39:29, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6428, top5_acc: 0.8494, loss_cls: 4.5535, loss: 4.5535 2025-08-11 17:40:06,837 - pyskl - INFO - Epoch [146][2000/7492] lr: 1.227e-04, eta: 5:38:32, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6347, top5_acc: 0.8569, loss_cls: 4.7696, loss: 4.7696 2025-08-11 17:41:03,718 - pyskl - INFO - Epoch [146][2100/7492] lr: 1.220e-04, eta: 5:37:35, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6353, top5_acc: 0.8550, loss_cls: 4.6167, loss: 4.6167 2025-08-11 17:42:00,332 - pyskl - INFO - Epoch [146][2200/7492] lr: 1.214e-04, eta: 5:36:37, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6444, top5_acc: 0.8625, loss_cls: 4.5222, loss: 4.5222 2025-08-11 17:42:56,757 - pyskl - INFO - Epoch [146][2300/7492] lr: 1.207e-04, eta: 5:35:40, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6434, top5_acc: 0.8616, loss_cls: 4.5063, loss: 4.5063 2025-08-11 17:43:54,759 - pyskl - INFO - Epoch [146][2400/7492] lr: 1.200e-04, eta: 5:34:43, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6584, top5_acc: 0.8650, loss_cls: 4.5645, loss: 4.5645 2025-08-11 17:44:52,467 - pyskl - INFO - Epoch [146][2500/7492] lr: 1.193e-04, eta: 5:33:45, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6472, top5_acc: 0.8616, loss_cls: 4.6393, loss: 4.6393 2025-08-11 17:45:49,077 - pyskl - INFO - Epoch [146][2600/7492] lr: 1.186e-04, eta: 5:32:48, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6366, top5_acc: 0.8681, loss_cls: 4.5927, loss: 4.5927 2025-08-11 17:46:46,675 - pyskl - INFO - Epoch [146][2700/7492] lr: 1.179e-04, eta: 5:31:51, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6434, top5_acc: 0.8516, loss_cls: 4.6569, loss: 4.6569 2025-08-11 17:47:44,311 - pyskl - INFO - Epoch [146][2800/7492] lr: 1.173e-04, eta: 5:30:54, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6369, top5_acc: 0.8584, loss_cls: 4.5929, loss: 4.5929 2025-08-11 17:48:42,058 - pyskl - INFO - Epoch [146][2900/7492] lr: 1.166e-04, eta: 5:29:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6475, top5_acc: 0.8619, loss_cls: 4.4827, loss: 4.4827 2025-08-11 17:49:39,140 - pyskl - INFO - Epoch [146][3000/7492] lr: 1.159e-04, eta: 5:28:59, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6553, top5_acc: 0.8572, loss_cls: 4.5378, loss: 4.5378 2025-08-11 17:50:36,262 - pyskl - INFO - Epoch [146][3100/7492] lr: 1.152e-04, eta: 5:28:02, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6219, top5_acc: 0.8547, loss_cls: 4.8038, loss: 4.8038 2025-08-11 17:51:33,699 - pyskl - INFO - Epoch [146][3200/7492] lr: 1.146e-04, eta: 5:27:04, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6259, top5_acc: 0.8519, loss_cls: 4.7577, loss: 4.7577 2025-08-11 17:52:30,991 - pyskl - INFO - Epoch [146][3300/7492] lr: 1.139e-04, eta: 5:26:07, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6506, top5_acc: 0.8666, loss_cls: 4.5150, loss: 4.5150 2025-08-11 17:53:29,672 - pyskl - INFO - Epoch [146][3400/7492] lr: 1.132e-04, eta: 5:25:10, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6306, top5_acc: 0.8581, loss_cls: 4.7065, loss: 4.7065 2025-08-11 17:54:28,267 - pyskl - INFO - Epoch [146][3500/7492] lr: 1.126e-04, eta: 5:24:13, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6347, top5_acc: 0.8512, loss_cls: 4.7112, loss: 4.7112 2025-08-11 17:55:27,070 - pyskl - INFO - Epoch [146][3600/7492] lr: 1.119e-04, eta: 5:23:15, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6400, top5_acc: 0.8450, loss_cls: 4.7081, loss: 4.7081 2025-08-11 17:56:24,417 - pyskl - INFO - Epoch [146][3700/7492] lr: 1.113e-04, eta: 5:22:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6372, top5_acc: 0.8666, loss_cls: 4.6704, loss: 4.6704 2025-08-11 17:57:22,268 - pyskl - INFO - Epoch [146][3800/7492] lr: 1.106e-04, eta: 5:21:21, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6428, top5_acc: 0.8553, loss_cls: 4.6711, loss: 4.6711 2025-08-11 17:58:19,895 - pyskl - INFO - Epoch [146][3900/7492] lr: 1.099e-04, eta: 5:20:24, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6350, top5_acc: 0.8519, loss_cls: 4.7256, loss: 4.7256 2025-08-11 17:59:16,792 - pyskl - INFO - Epoch [146][4000/7492] lr: 1.093e-04, eta: 5:19:26, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6478, top5_acc: 0.8591, loss_cls: 4.6645, loss: 4.6645 2025-08-11 18:00:14,605 - pyskl - INFO - Epoch [146][4100/7492] lr: 1.086e-04, eta: 5:18:29, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6469, top5_acc: 0.8616, loss_cls: 4.5993, loss: 4.5993 2025-08-11 18:01:11,480 - pyskl - INFO - Epoch [146][4200/7492] lr: 1.080e-04, eta: 5:17:32, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6409, top5_acc: 0.8491, loss_cls: 4.5707, loss: 4.5707 2025-08-11 18:02:08,911 - pyskl - INFO - Epoch [146][4300/7492] lr: 1.073e-04, eta: 5:16:35, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 4.6622, loss: 4.6622 2025-08-11 18:03:05,638 - pyskl - INFO - Epoch [146][4400/7492] lr: 1.067e-04, eta: 5:15:37, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6319, top5_acc: 0.8550, loss_cls: 4.7534, loss: 4.7534 2025-08-11 18:04:02,931 - pyskl - INFO - Epoch [146][4500/7492] lr: 1.061e-04, eta: 5:14:40, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6388, top5_acc: 0.8494, loss_cls: 4.6833, loss: 4.6833 2025-08-11 18:05:01,760 - pyskl - INFO - Epoch [146][4600/7492] lr: 1.054e-04, eta: 5:13:43, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6353, top5_acc: 0.8559, loss_cls: 4.7084, loss: 4.7084 2025-08-11 18:06:00,453 - pyskl - INFO - Epoch [146][4700/7492] lr: 1.048e-04, eta: 5:12:45, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6394, top5_acc: 0.8634, loss_cls: 4.6511, loss: 4.6511 2025-08-11 18:06:58,491 - pyskl - INFO - Epoch [146][4800/7492] lr: 1.041e-04, eta: 5:11:48, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6350, top5_acc: 0.8588, loss_cls: 4.6771, loss: 4.6771 2025-08-11 18:07:55,971 - pyskl - INFO - Epoch [146][4900/7492] lr: 1.035e-04, eta: 5:10:51, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6613, top5_acc: 0.8666, loss_cls: 4.4706, loss: 4.4706 2025-08-11 18:08:54,555 - pyskl - INFO - Epoch [146][5000/7492] lr: 1.029e-04, eta: 5:09:54, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6538, top5_acc: 0.8672, loss_cls: 4.5526, loss: 4.5526 2025-08-11 18:09:53,111 - pyskl - INFO - Epoch [146][5100/7492] lr: 1.022e-04, eta: 5:08:56, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6369, top5_acc: 0.8506, loss_cls: 4.7189, loss: 4.7189 2025-08-11 18:10:51,127 - pyskl - INFO - Epoch [146][5200/7492] lr: 1.016e-04, eta: 5:07:59, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6331, top5_acc: 0.8609, loss_cls: 4.6261, loss: 4.6261 2025-08-11 18:11:47,726 - pyskl - INFO - Epoch [146][5300/7492] lr: 1.010e-04, eta: 5:07:02, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6353, top5_acc: 0.8597, loss_cls: 4.6629, loss: 4.6629 2025-08-11 18:12:46,364 - pyskl - INFO - Epoch [146][5400/7492] lr: 1.003e-04, eta: 5:06:05, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6475, top5_acc: 0.8528, loss_cls: 4.6843, loss: 4.6843 2025-08-11 18:13:44,550 - pyskl - INFO - Epoch [146][5500/7492] lr: 9.972e-05, eta: 5:05:07, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6506, top5_acc: 0.8581, loss_cls: 4.6152, loss: 4.6152 2025-08-11 18:14:43,193 - pyskl - INFO - Epoch [146][5600/7492] lr: 9.910e-05, eta: 5:04:10, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6506, top5_acc: 0.8653, loss_cls: 4.6589, loss: 4.6589 2025-08-11 18:15:41,320 - pyskl - INFO - Epoch [146][5700/7492] lr: 9.848e-05, eta: 5:03:13, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6409, top5_acc: 0.8638, loss_cls: 4.6139, loss: 4.6139 2025-08-11 18:16:39,566 - pyskl - INFO - Epoch [146][5800/7492] lr: 9.786e-05, eta: 5:02:16, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6300, top5_acc: 0.8456, loss_cls: 4.7127, loss: 4.7127 2025-08-11 18:17:37,785 - pyskl - INFO - Epoch [146][5900/7492] lr: 9.724e-05, eta: 5:01:18, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6516, top5_acc: 0.8672, loss_cls: 4.6262, loss: 4.6262 2025-08-11 18:18:35,081 - pyskl - INFO - Epoch [146][6000/7492] lr: 9.663e-05, eta: 5:00:21, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6394, top5_acc: 0.8612, loss_cls: 4.7581, loss: 4.7581 2025-08-11 18:19:33,860 - pyskl - INFO - Epoch [146][6100/7492] lr: 9.601e-05, eta: 4:59:24, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6475, top5_acc: 0.8641, loss_cls: 4.5953, loss: 4.5953 2025-08-11 18:20:30,765 - pyskl - INFO - Epoch [146][6200/7492] lr: 9.540e-05, eta: 4:58:27, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6397, top5_acc: 0.8622, loss_cls: 4.6026, loss: 4.6026 2025-08-11 18:21:29,007 - pyskl - INFO - Epoch [146][6300/7492] lr: 9.479e-05, eta: 4:57:29, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6600, top5_acc: 0.8581, loss_cls: 4.5779, loss: 4.5779 2025-08-11 18:22:27,707 - pyskl - INFO - Epoch [146][6400/7492] lr: 9.419e-05, eta: 4:56:32, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6325, top5_acc: 0.8550, loss_cls: 4.7604, loss: 4.7604 2025-08-11 18:23:25,574 - pyskl - INFO - Epoch [146][6500/7492] lr: 9.358e-05, eta: 4:55:35, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6378, top5_acc: 0.8612, loss_cls: 4.6021, loss: 4.6021 2025-08-11 18:24:22,761 - pyskl - INFO - Epoch [146][6600/7492] lr: 9.298e-05, eta: 4:54:37, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6666, top5_acc: 0.8653, loss_cls: 4.5184, loss: 4.5184 2025-08-11 18:25:20,112 - pyskl - INFO - Epoch [146][6700/7492] lr: 9.238e-05, eta: 4:53:40, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6522, top5_acc: 0.8506, loss_cls: 4.5856, loss: 4.5856 2025-08-11 18:26:18,170 - pyskl - INFO - Epoch [146][6800/7492] lr: 9.178e-05, eta: 4:52:43, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6416, top5_acc: 0.8562, loss_cls: 4.6397, loss: 4.6397 2025-08-11 18:27:16,766 - pyskl - INFO - Epoch [146][6900/7492] lr: 9.118e-05, eta: 4:51:46, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6531, top5_acc: 0.8525, loss_cls: 4.6092, loss: 4.6092 2025-08-11 18:28:13,599 - pyskl - INFO - Epoch [146][7000/7492] lr: 9.059e-05, eta: 4:50:48, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6294, top5_acc: 0.8450, loss_cls: 4.7620, loss: 4.7620 2025-08-11 18:29:10,630 - pyskl - INFO - Epoch [146][7100/7492] lr: 8.999e-05, eta: 4:49:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6347, top5_acc: 0.8547, loss_cls: 4.5942, loss: 4.5942 2025-08-11 18:30:08,313 - pyskl - INFO - Epoch [146][7200/7492] lr: 8.940e-05, eta: 4:48:54, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6488, top5_acc: 0.8594, loss_cls: 4.6904, loss: 4.6904 2025-08-11 18:31:05,519 - pyskl - INFO - Epoch [146][7300/7492] lr: 8.881e-05, eta: 4:47:57, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6462, top5_acc: 0.8606, loss_cls: 4.5355, loss: 4.5355 2025-08-11 18:32:02,028 - pyskl - INFO - Epoch [146][7400/7492] lr: 8.822e-05, eta: 4:46:59, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6353, top5_acc: 0.8653, loss_cls: 4.7120, loss: 4.7120 2025-08-11 18:32:56,003 - pyskl - INFO - Saving checkpoint at 146 epochs 2025-08-11 18:33:46,759 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 18:33:47,420 - pyskl - INFO - top1_acc 0.4803 top5_acc 0.7196 2025-08-11 18:33:47,420 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 18:33:47,462 - pyskl - INFO - mean_acc 0.4800 2025-08-11 18:33:47,525 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl/work_dirs/k400/b_3/best_top1_acc_epoch_145.pth was removed 2025-08-11 18:33:49,079 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_146.pth. 2025-08-11 18:33:49,080 - pyskl - INFO - Best top1_acc is 0.4803 at 146 epoch. 2025-08-11 18:33:49,093 - pyskl - INFO - Epoch(val) [146][617] top1_acc: 0.4803, top5_acc: 0.7196, mean_class_accuracy: 0.4800 2025-08-11 18:35:21,600 - pyskl - INFO - Epoch [147][100/7492] lr: 8.710e-05, eta: 4:45:09, time: 0.925, data_time: 0.334, memory: 11068, top1_acc: 0.6647, top5_acc: 0.8738, loss_cls: 4.4675, loss: 4.4675 2025-08-11 18:36:19,380 - pyskl - INFO - Epoch [147][200/7492] lr: 8.652e-05, eta: 4:44:11, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6631, top5_acc: 0.8669, loss_cls: 4.5169, loss: 4.5169 2025-08-11 18:37:17,912 - pyskl - INFO - Epoch [147][300/7492] lr: 8.594e-05, eta: 4:43:14, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6544, top5_acc: 0.8691, loss_cls: 4.5811, loss: 4.5811 2025-08-11 18:38:15,425 - pyskl - INFO - Epoch [147][400/7492] lr: 8.536e-05, eta: 4:42:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6478, top5_acc: 0.8638, loss_cls: 4.5714, loss: 4.5714 2025-08-11 18:39:12,913 - pyskl - INFO - Epoch [147][500/7492] lr: 8.478e-05, eta: 4:41:20, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6484, top5_acc: 0.8609, loss_cls: 4.6438, loss: 4.6438 2025-08-11 18:40:10,198 - pyskl - INFO - Epoch [147][600/7492] lr: 8.421e-05, eta: 4:40:22, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6428, top5_acc: 0.8550, loss_cls: 4.5824, loss: 4.5824 2025-08-11 18:41:08,756 - pyskl - INFO - Epoch [147][700/7492] lr: 8.364e-05, eta: 4:39:25, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6491, top5_acc: 0.8559, loss_cls: 4.6014, loss: 4.6014 2025-08-11 18:42:06,514 - pyskl - INFO - Epoch [147][800/7492] lr: 8.307e-05, eta: 4:38:28, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6462, top5_acc: 0.8575, loss_cls: 4.5886, loss: 4.5886 2025-08-11 18:43:05,014 - pyskl - INFO - Epoch [147][900/7492] lr: 8.250e-05, eta: 4:37:31, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6672, top5_acc: 0.8712, loss_cls: 4.4779, loss: 4.4779 2025-08-11 18:44:02,872 - pyskl - INFO - Epoch [147][1000/7492] lr: 8.193e-05, eta: 4:36:33, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6512, top5_acc: 0.8597, loss_cls: 4.6059, loss: 4.6059 2025-08-11 18:45:01,032 - pyskl - INFO - Epoch [147][1100/7492] lr: 8.137e-05, eta: 4:35:36, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6594, top5_acc: 0.8712, loss_cls: 4.6188, loss: 4.6188 2025-08-11 18:45:59,151 - pyskl - INFO - Epoch [147][1200/7492] lr: 8.081e-05, eta: 4:34:39, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6519, top5_acc: 0.8600, loss_cls: 4.5839, loss: 4.5839 2025-08-11 18:46:57,194 - pyskl - INFO - Epoch [147][1300/7492] lr: 8.025e-05, eta: 4:33:42, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6528, top5_acc: 0.8644, loss_cls: 4.5652, loss: 4.5652 2025-08-11 18:47:55,707 - pyskl - INFO - Epoch [147][1400/7492] lr: 7.969e-05, eta: 4:32:44, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6553, top5_acc: 0.8631, loss_cls: 4.5075, loss: 4.5075 2025-08-11 18:48:52,995 - pyskl - INFO - Epoch [147][1500/7492] lr: 7.913e-05, eta: 4:31:47, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6462, top5_acc: 0.8653, loss_cls: 4.5887, loss: 4.5887 2025-08-11 18:49:50,213 - pyskl - INFO - Epoch [147][1600/7492] lr: 7.858e-05, eta: 4:30:50, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6491, top5_acc: 0.8519, loss_cls: 4.6831, loss: 4.6831 2025-08-11 18:50:47,051 - pyskl - INFO - Epoch [147][1700/7492] lr: 7.802e-05, eta: 4:29:52, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6381, top5_acc: 0.8622, loss_cls: 4.7071, loss: 4.7071 2025-08-11 18:51:44,279 - pyskl - INFO - Epoch [147][1800/7492] lr: 7.747e-05, eta: 4:28:55, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6578, top5_acc: 0.8647, loss_cls: 4.4403, loss: 4.4403 2025-08-11 18:52:40,968 - pyskl - INFO - Epoch [147][1900/7492] lr: 7.692e-05, eta: 4:27:58, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6406, top5_acc: 0.8672, loss_cls: 4.6233, loss: 4.6233 2025-08-11 18:53:38,097 - pyskl - INFO - Epoch [147][2000/7492] lr: 7.638e-05, eta: 4:27:01, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6581, top5_acc: 0.8669, loss_cls: 4.5983, loss: 4.5983 2025-08-11 18:54:35,777 - pyskl - INFO - Epoch [147][2100/7492] lr: 7.583e-05, eta: 4:26:03, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6575, top5_acc: 0.8606, loss_cls: 4.5649, loss: 4.5649 2025-08-11 18:55:32,958 - pyskl - INFO - Epoch [147][2200/7492] lr: 7.529e-05, eta: 4:25:06, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6428, top5_acc: 0.8566, loss_cls: 4.6771, loss: 4.6771 2025-08-11 18:56:31,426 - pyskl - INFO - Epoch [147][2300/7492] lr: 7.475e-05, eta: 4:24:09, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6562, top5_acc: 0.8669, loss_cls: 4.5122, loss: 4.5122 2025-08-11 18:57:28,387 - pyskl - INFO - Epoch [147][2400/7492] lr: 7.421e-05, eta: 4:23:11, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6472, top5_acc: 0.8694, loss_cls: 4.5784, loss: 4.5784 2025-08-11 18:58:25,494 - pyskl - INFO - Epoch [147][2500/7492] lr: 7.367e-05, eta: 4:22:14, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6506, top5_acc: 0.8656, loss_cls: 4.5269, loss: 4.5269 2025-08-11 18:59:23,537 - pyskl - INFO - Epoch [147][2600/7492] lr: 7.314e-05, eta: 4:21:17, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6547, top5_acc: 0.8669, loss_cls: 4.5432, loss: 4.5432 2025-08-11 19:00:23,088 - pyskl - INFO - Epoch [147][2700/7492] lr: 7.260e-05, eta: 4:20:20, time: 0.596, data_time: 0.000, memory: 11068, top1_acc: 0.6609, top5_acc: 0.8728, loss_cls: 4.5763, loss: 4.5763 2025-08-11 19:01:21,092 - pyskl - INFO - Epoch [147][2800/7492] lr: 7.207e-05, eta: 4:19:22, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6637, top5_acc: 0.8684, loss_cls: 4.5912, loss: 4.5912 2025-08-11 19:02:19,094 - pyskl - INFO - Epoch [147][2900/7492] lr: 7.154e-05, eta: 4:18:25, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6438, top5_acc: 0.8569, loss_cls: 4.6890, loss: 4.6890 2025-08-11 19:03:18,535 - pyskl - INFO - Epoch [147][3000/7492] lr: 7.102e-05, eta: 4:17:28, time: 0.594, data_time: 0.000, memory: 11068, top1_acc: 0.6497, top5_acc: 0.8641, loss_cls: 4.5816, loss: 4.5816 2025-08-11 19:04:17,149 - pyskl - INFO - Epoch [147][3100/7492] lr: 7.049e-05, eta: 4:16:31, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6525, top5_acc: 0.8672, loss_cls: 4.3941, loss: 4.3941 2025-08-11 19:05:15,349 - pyskl - INFO - Epoch [147][3200/7492] lr: 6.997e-05, eta: 4:15:33, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6406, top5_acc: 0.8562, loss_cls: 4.6319, loss: 4.6319 2025-08-11 19:06:13,641 - pyskl - INFO - Epoch [147][3300/7492] lr: 6.945e-05, eta: 4:14:36, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6472, top5_acc: 0.8547, loss_cls: 4.6151, loss: 4.6151 2025-08-11 19:07:12,478 - pyskl - INFO - Epoch [147][3400/7492] lr: 6.893e-05, eta: 4:13:39, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6534, top5_acc: 0.8641, loss_cls: 4.5942, loss: 4.5942 2025-08-11 19:08:11,031 - pyskl - INFO - Epoch [147][3500/7492] lr: 6.841e-05, eta: 4:12:42, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6494, top5_acc: 0.8588, loss_cls: 4.6739, loss: 4.6739 2025-08-11 19:09:09,737 - pyskl - INFO - Epoch [147][3600/7492] lr: 6.789e-05, eta: 4:11:44, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6628, top5_acc: 0.8744, loss_cls: 4.4879, loss: 4.4879 2025-08-11 19:10:07,416 - pyskl - INFO - Epoch [147][3700/7492] lr: 6.738e-05, eta: 4:10:47, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6341, top5_acc: 0.8512, loss_cls: 4.7227, loss: 4.7227 2025-08-11 19:11:05,637 - pyskl - INFO - Epoch [147][3800/7492] lr: 6.687e-05, eta: 4:09:50, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6550, top5_acc: 0.8581, loss_cls: 4.5964, loss: 4.5964 2025-08-11 19:12:04,410 - pyskl - INFO - Epoch [147][3900/7492] lr: 6.636e-05, eta: 4:08:53, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6659, top5_acc: 0.8669, loss_cls: 4.4484, loss: 4.4484 2025-08-11 19:13:03,108 - pyskl - INFO - Epoch [147][4000/7492] lr: 6.585e-05, eta: 4:07:55, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6541, top5_acc: 0.8631, loss_cls: 4.5318, loss: 4.5318 2025-08-11 19:14:01,533 - pyskl - INFO - Epoch [147][4100/7492] lr: 6.534e-05, eta: 4:06:58, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6397, top5_acc: 0.8666, loss_cls: 4.6192, loss: 4.6192 2025-08-11 19:14:59,647 - pyskl - INFO - Epoch [147][4200/7492] lr: 6.484e-05, eta: 4:06:01, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6400, top5_acc: 0.8534, loss_cls: 4.6076, loss: 4.6076 2025-08-11 19:15:58,069 - pyskl - INFO - Epoch [147][4300/7492] lr: 6.434e-05, eta: 4:05:04, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6569, top5_acc: 0.8628, loss_cls: 4.5674, loss: 4.5674 2025-08-11 19:16:56,861 - pyskl - INFO - Epoch [147][4400/7492] lr: 6.384e-05, eta: 4:04:06, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6447, top5_acc: 0.8603, loss_cls: 4.6482, loss: 4.6482 2025-08-11 19:17:55,239 - pyskl - INFO - Epoch [147][4500/7492] lr: 6.334e-05, eta: 4:03:09, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6397, top5_acc: 0.8653, loss_cls: 4.6147, loss: 4.6147 2025-08-11 19:18:53,668 - pyskl - INFO - Epoch [147][4600/7492] lr: 6.284e-05, eta: 4:02:12, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6356, top5_acc: 0.8531, loss_cls: 4.7948, loss: 4.7948 2025-08-11 19:19:52,037 - pyskl - INFO - Epoch [147][4700/7492] lr: 6.235e-05, eta: 4:01:15, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6534, top5_acc: 0.8659, loss_cls: 4.5237, loss: 4.5237 2025-08-11 19:20:50,384 - pyskl - INFO - Epoch [147][4800/7492] lr: 6.186e-05, eta: 4:00:17, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6353, top5_acc: 0.8662, loss_cls: 4.5931, loss: 4.5931 2025-08-11 19:21:48,405 - pyskl - INFO - Epoch [147][4900/7492] lr: 6.137e-05, eta: 3:59:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6378, top5_acc: 0.8591, loss_cls: 4.6657, loss: 4.6657 2025-08-11 19:22:46,875 - pyskl - INFO - Epoch [147][5000/7492] lr: 6.088e-05, eta: 3:58:23, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6406, top5_acc: 0.8569, loss_cls: 4.6631, loss: 4.6631 2025-08-11 19:23:44,239 - pyskl - INFO - Epoch [147][5100/7492] lr: 6.039e-05, eta: 3:57:25, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6647, top5_acc: 0.8638, loss_cls: 4.5249, loss: 4.5249 2025-08-11 19:24:40,674 - pyskl - INFO - Epoch [147][5200/7492] lr: 5.991e-05, eta: 3:56:28, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6500, top5_acc: 0.8616, loss_cls: 4.6316, loss: 4.6316 2025-08-11 19:25:38,239 - pyskl - INFO - Epoch [147][5300/7492] lr: 5.942e-05, eta: 3:55:31, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6466, top5_acc: 0.8666, loss_cls: 4.5792, loss: 4.5792 2025-08-11 19:26:36,542 - pyskl - INFO - Epoch [147][5400/7492] lr: 5.894e-05, eta: 3:54:34, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6547, top5_acc: 0.8622, loss_cls: 4.7146, loss: 4.7146 2025-08-11 19:27:35,249 - pyskl - INFO - Epoch [147][5500/7492] lr: 5.846e-05, eta: 3:53:36, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6519, top5_acc: 0.8650, loss_cls: 4.5535, loss: 4.5535 2025-08-11 19:28:33,525 - pyskl - INFO - Epoch [147][5600/7492] lr: 5.799e-05, eta: 3:52:39, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6322, top5_acc: 0.8562, loss_cls: 4.7378, loss: 4.7378 2025-08-11 19:29:31,845 - pyskl - INFO - Epoch [147][5700/7492] lr: 5.751e-05, eta: 3:51:42, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6541, top5_acc: 0.8681, loss_cls: 4.5978, loss: 4.5978 2025-08-11 19:30:29,793 - pyskl - INFO - Epoch [147][5800/7492] lr: 5.704e-05, eta: 3:50:45, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6591, top5_acc: 0.8562, loss_cls: 4.4992, loss: 4.4992 2025-08-11 19:31:28,297 - pyskl - INFO - Epoch [147][5900/7492] lr: 5.657e-05, eta: 3:49:47, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6328, top5_acc: 0.8538, loss_cls: 4.6429, loss: 4.6429 2025-08-11 19:32:25,892 - pyskl - INFO - Epoch [147][6000/7492] lr: 5.610e-05, eta: 3:48:50, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6438, top5_acc: 0.8631, loss_cls: 4.6142, loss: 4.6142 2025-08-11 19:33:23,533 - pyskl - INFO - Epoch [147][6100/7492] lr: 5.563e-05, eta: 3:47:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6488, top5_acc: 0.8694, loss_cls: 4.5782, loss: 4.5782 2025-08-11 19:34:20,993 - pyskl - INFO - Epoch [147][6200/7492] lr: 5.517e-05, eta: 3:46:55, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6269, top5_acc: 0.8538, loss_cls: 4.6933, loss: 4.6933 2025-08-11 19:35:18,330 - pyskl - INFO - Epoch [147][6300/7492] lr: 5.471e-05, eta: 3:45:58, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6553, top5_acc: 0.8747, loss_cls: 4.5249, loss: 4.5249 2025-08-11 19:36:17,155 - pyskl - INFO - Epoch [147][6400/7492] lr: 5.424e-05, eta: 3:45:01, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6587, top5_acc: 0.8512, loss_cls: 4.6168, loss: 4.6168 2025-08-11 19:37:14,403 - pyskl - INFO - Epoch [147][6500/7492] lr: 5.379e-05, eta: 3:44:04, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6581, top5_acc: 0.8600, loss_cls: 4.5580, loss: 4.5580 2025-08-11 19:38:11,040 - pyskl - INFO - Epoch [147][6600/7492] lr: 5.333e-05, eta: 3:43:06, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6519, top5_acc: 0.8578, loss_cls: 4.6053, loss: 4.6053 2025-08-11 19:39:09,451 - pyskl - INFO - Epoch [147][6700/7492] lr: 5.287e-05, eta: 3:42:09, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6525, top5_acc: 0.8603, loss_cls: 4.5784, loss: 4.5784 2025-08-11 19:40:07,430 - pyskl - INFO - Epoch [147][6800/7492] lr: 5.242e-05, eta: 3:41:12, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6581, top5_acc: 0.8609, loss_cls: 4.5332, loss: 4.5332 2025-08-11 19:41:05,356 - pyskl - INFO - Epoch [147][6900/7492] lr: 5.197e-05, eta: 3:40:15, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6369, top5_acc: 0.8612, loss_cls: 4.6891, loss: 4.6891 2025-08-11 19:42:03,889 - pyskl - INFO - Epoch [147][7000/7492] lr: 5.152e-05, eta: 3:39:17, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6428, top5_acc: 0.8572, loss_cls: 4.5810, loss: 4.5810 2025-08-11 19:43:01,926 - pyskl - INFO - Epoch [147][7100/7492] lr: 5.107e-05, eta: 3:38:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6425, top5_acc: 0.8628, loss_cls: 4.7058, loss: 4.7058 2025-08-11 19:43:59,967 - pyskl - INFO - Epoch [147][7200/7492] lr: 5.063e-05, eta: 3:37:23, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6475, top5_acc: 0.8681, loss_cls: 4.5460, loss: 4.5460 2025-08-11 19:44:59,010 - pyskl - INFO - Epoch [147][7300/7492] lr: 5.018e-05, eta: 3:36:25, time: 0.590, data_time: 0.000, memory: 11068, top1_acc: 0.6562, top5_acc: 0.8609, loss_cls: 4.6342, loss: 4.6342 2025-08-11 19:45:58,091 - pyskl - INFO - Epoch [147][7400/7492] lr: 4.974e-05, eta: 3:35:28, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 4.6201, loss: 4.6201 2025-08-11 19:46:53,737 - pyskl - INFO - Saving checkpoint at 147 epochs 2025-08-11 19:47:45,116 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 19:47:45,776 - pyskl - INFO - top1_acc 0.4780 top5_acc 0.7221 2025-08-11 19:47:45,776 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 19:47:45,818 - pyskl - INFO - mean_acc 0.4777 2025-08-11 19:47:45,831 - pyskl - INFO - Epoch(val) [147][617] top1_acc: 0.4780, top5_acc: 0.7221, mean_class_accuracy: 0.4777 2025-08-11 19:49:19,357 - pyskl - INFO - Epoch [148][100/7492] lr: 4.890e-05, eta: 3:33:38, time: 0.935, data_time: 0.339, memory: 11068, top1_acc: 0.6450, top5_acc: 0.8628, loss_cls: 4.5805, loss: 4.5805 2025-08-11 19:50:16,441 - pyskl - INFO - Epoch [148][200/7492] lr: 4.846e-05, eta: 3:32:41, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6506, top5_acc: 0.8678, loss_cls: 4.5895, loss: 4.5895 2025-08-11 19:51:13,535 - pyskl - INFO - Epoch [148][300/7492] lr: 4.803e-05, eta: 3:31:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6500, top5_acc: 0.8591, loss_cls: 4.7040, loss: 4.7040 2025-08-11 19:52:09,874 - pyskl - INFO - Epoch [148][400/7492] lr: 4.760e-05, eta: 3:30:46, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.6750, top5_acc: 0.8725, loss_cls: 4.4390, loss: 4.4390 2025-08-11 19:53:07,318 - pyskl - INFO - Epoch [148][500/7492] lr: 4.717e-05, eta: 3:29:49, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6509, top5_acc: 0.8603, loss_cls: 4.5895, loss: 4.5895 2025-08-11 19:54:05,295 - pyskl - INFO - Epoch [148][600/7492] lr: 4.674e-05, eta: 3:28:51, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6663, top5_acc: 0.8681, loss_cls: 4.5077, loss: 4.5077 2025-08-11 19:55:02,815 - pyskl - INFO - Epoch [148][700/7492] lr: 4.631e-05, eta: 3:27:54, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6578, top5_acc: 0.8644, loss_cls: 4.5696, loss: 4.5696 2025-08-11 19:55:59,835 - pyskl - INFO - Epoch [148][800/7492] lr: 4.589e-05, eta: 3:26:57, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6584, top5_acc: 0.8581, loss_cls: 4.6115, loss: 4.6115 2025-08-11 19:56:57,244 - pyskl - INFO - Epoch [148][900/7492] lr: 4.547e-05, eta: 3:26:00, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6512, top5_acc: 0.8728, loss_cls: 4.5508, loss: 4.5508 2025-08-11 19:57:54,415 - pyskl - INFO - Epoch [148][1000/7492] lr: 4.505e-05, eta: 3:25:02, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6691, top5_acc: 0.8619, loss_cls: 4.5536, loss: 4.5536 2025-08-11 19:58:51,371 - pyskl - INFO - Epoch [148][1100/7492] lr: 4.463e-05, eta: 3:24:05, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6578, top5_acc: 0.8594, loss_cls: 4.6574, loss: 4.6574 2025-08-11 19:59:49,318 - pyskl - INFO - Epoch [148][1200/7492] lr: 4.421e-05, eta: 3:23:08, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6719, top5_acc: 0.8700, loss_cls: 4.5167, loss: 4.5167 2025-08-11 20:00:47,185 - pyskl - INFO - Epoch [148][1300/7492] lr: 4.380e-05, eta: 3:22:10, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6631, top5_acc: 0.8716, loss_cls: 4.6123, loss: 4.6123 2025-08-11 20:01:44,894 - pyskl - INFO - Epoch [148][1400/7492] lr: 4.338e-05, eta: 3:21:13, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6550, top5_acc: 0.8659, loss_cls: 4.4862, loss: 4.4862 2025-08-11 20:02:42,372 - pyskl - INFO - Epoch [148][1500/7492] lr: 4.297e-05, eta: 3:20:16, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6656, top5_acc: 0.8675, loss_cls: 4.4924, loss: 4.4924 2025-08-11 20:03:39,715 - pyskl - INFO - Epoch [148][1600/7492] lr: 4.256e-05, eta: 3:19:19, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6478, top5_acc: 0.8669, loss_cls: 4.6000, loss: 4.6000 2025-08-11 20:04:36,650 - pyskl - INFO - Epoch [148][1700/7492] lr: 4.216e-05, eta: 3:18:21, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6494, top5_acc: 0.8672, loss_cls: 4.5119, loss: 4.5119 2025-08-11 20:05:34,170 - pyskl - INFO - Epoch [148][1800/7492] lr: 4.175e-05, eta: 3:17:24, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 4.5345, loss: 4.5345 2025-08-11 20:06:30,425 - pyskl - INFO - Epoch [148][1900/7492] lr: 4.135e-05, eta: 3:16:27, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.6453, top5_acc: 0.8647, loss_cls: 4.5687, loss: 4.5687 2025-08-11 20:07:26,799 - pyskl - INFO - Epoch [148][2000/7492] lr: 4.095e-05, eta: 3:15:29, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6791, top5_acc: 0.8759, loss_cls: 4.4611, loss: 4.4611 2025-08-11 20:08:23,801 - pyskl - INFO - Epoch [148][2100/7492] lr: 4.055e-05, eta: 3:14:32, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6534, top5_acc: 0.8716, loss_cls: 4.4844, loss: 4.4844 2025-08-11 20:09:20,443 - pyskl - INFO - Epoch [148][2200/7492] lr: 4.015e-05, eta: 3:13:35, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6597, top5_acc: 0.8669, loss_cls: 4.6003, loss: 4.6003 2025-08-11 20:10:17,243 - pyskl - INFO - Epoch [148][2300/7492] lr: 3.976e-05, eta: 3:12:38, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6731, top5_acc: 0.8691, loss_cls: 4.4733, loss: 4.4733 2025-08-11 20:11:14,337 - pyskl - INFO - Epoch [148][2400/7492] lr: 3.937e-05, eta: 3:11:40, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6653, top5_acc: 0.8625, loss_cls: 4.5462, loss: 4.5462 2025-08-11 20:12:10,983 - pyskl - INFO - Epoch [148][2500/7492] lr: 3.897e-05, eta: 3:10:43, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6506, top5_acc: 0.8709, loss_cls: 4.5872, loss: 4.5872 2025-08-11 20:13:07,473 - pyskl - INFO - Epoch [148][2600/7492] lr: 3.859e-05, eta: 3:09:46, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6584, top5_acc: 0.8641, loss_cls: 4.5967, loss: 4.5967 2025-08-11 20:14:04,485 - pyskl - INFO - Epoch [148][2700/7492] lr: 3.820e-05, eta: 3:08:48, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6594, top5_acc: 0.8688, loss_cls: 4.4716, loss: 4.4716 2025-08-11 20:15:01,576 - pyskl - INFO - Epoch [148][2800/7492] lr: 3.781e-05, eta: 3:07:51, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6569, top5_acc: 0.8712, loss_cls: 4.5158, loss: 4.5158 2025-08-11 20:15:59,169 - pyskl - INFO - Epoch [148][2900/7492] lr: 3.743e-05, eta: 3:06:54, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6663, top5_acc: 0.8669, loss_cls: 4.6152, loss: 4.6152 2025-08-11 20:16:56,113 - pyskl - INFO - Epoch [148][3000/7492] lr: 3.705e-05, eta: 3:05:57, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6525, top5_acc: 0.8691, loss_cls: 4.5318, loss: 4.5318 2025-08-11 20:17:53,612 - pyskl - INFO - Epoch [148][3100/7492] lr: 3.667e-05, eta: 3:04:59, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6572, top5_acc: 0.8675, loss_cls: 4.6377, loss: 4.6377 2025-08-11 20:18:51,643 - pyskl - INFO - Epoch [148][3200/7492] lr: 3.629e-05, eta: 3:04:02, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6556, top5_acc: 0.8559, loss_cls: 4.5929, loss: 4.5929 2025-08-11 20:19:48,182 - pyskl - INFO - Epoch [148][3300/7492] lr: 3.592e-05, eta: 3:03:05, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6594, top5_acc: 0.8734, loss_cls: 4.5514, loss: 4.5514 2025-08-11 20:20:44,763 - pyskl - INFO - Epoch [148][3400/7492] lr: 3.554e-05, eta: 3:02:07, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6522, top5_acc: 0.8700, loss_cls: 4.5186, loss: 4.5186 2025-08-11 20:21:41,686 - pyskl - INFO - Epoch [148][3500/7492] lr: 3.517e-05, eta: 3:01:10, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6488, top5_acc: 0.8584, loss_cls: 4.6311, loss: 4.6311 2025-08-11 20:22:40,121 - pyskl - INFO - Epoch [148][3600/7492] lr: 3.480e-05, eta: 3:00:13, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6469, top5_acc: 0.8709, loss_cls: 4.6771, loss: 4.6771 2025-08-11 20:23:38,426 - pyskl - INFO - Epoch [148][3700/7492] lr: 3.443e-05, eta: 2:59:16, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6556, top5_acc: 0.8662, loss_cls: 4.5401, loss: 4.5401 2025-08-11 20:24:35,709 - pyskl - INFO - Epoch [148][3800/7492] lr: 3.407e-05, eta: 2:58:18, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6497, top5_acc: 0.8681, loss_cls: 4.6533, loss: 4.6533 2025-08-11 20:25:32,524 - pyskl - INFO - Epoch [148][3900/7492] lr: 3.370e-05, eta: 2:57:21, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6606, top5_acc: 0.8703, loss_cls: 4.6222, loss: 4.6222 2025-08-11 20:26:28,887 - pyskl - INFO - Epoch [148][4000/7492] lr: 3.334e-05, eta: 2:56:24, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6547, top5_acc: 0.8653, loss_cls: 4.6281, loss: 4.6281 2025-08-11 20:27:25,957 - pyskl - INFO - Epoch [148][4100/7492] lr: 3.298e-05, eta: 2:55:26, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6575, top5_acc: 0.8612, loss_cls: 4.5931, loss: 4.5931 2025-08-11 20:28:23,337 - pyskl - INFO - Epoch [148][4200/7492] lr: 3.262e-05, eta: 2:54:29, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6491, top5_acc: 0.8553, loss_cls: 4.5388, loss: 4.5388 2025-08-11 20:29:21,600 - pyskl - INFO - Epoch [148][4300/7492] lr: 3.227e-05, eta: 2:53:32, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6475, top5_acc: 0.8581, loss_cls: 4.5465, loss: 4.5465 2025-08-11 20:30:20,426 - pyskl - INFO - Epoch [148][4400/7492] lr: 3.191e-05, eta: 2:52:35, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6616, top5_acc: 0.8688, loss_cls: 4.5213, loss: 4.5213 2025-08-11 20:31:18,680 - pyskl - INFO - Epoch [148][4500/7492] lr: 3.156e-05, eta: 2:51:37, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6478, top5_acc: 0.8644, loss_cls: 4.4780, loss: 4.4780 2025-08-11 20:32:16,055 - pyskl - INFO - Epoch [148][4600/7492] lr: 3.121e-05, eta: 2:50:40, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6553, top5_acc: 0.8700, loss_cls: 4.5780, loss: 4.5780 2025-08-11 20:33:14,716 - pyskl - INFO - Epoch [148][4700/7492] lr: 3.086e-05, eta: 2:49:43, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6675, top5_acc: 0.8662, loss_cls: 4.5468, loss: 4.5468 2025-08-11 20:34:12,516 - pyskl - INFO - Epoch [148][4800/7492] lr: 3.052e-05, eta: 2:48:45, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6772, top5_acc: 0.8659, loss_cls: 4.5010, loss: 4.5010 2025-08-11 20:35:09,704 - pyskl - INFO - Epoch [148][4900/7492] lr: 3.017e-05, eta: 2:47:48, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6519, top5_acc: 0.8703, loss_cls: 4.5331, loss: 4.5331 2025-08-11 20:36:06,744 - pyskl - INFO - Epoch [148][5000/7492] lr: 2.983e-05, eta: 2:46:51, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6509, top5_acc: 0.8631, loss_cls: 4.5439, loss: 4.5439 2025-08-11 20:37:03,770 - pyskl - INFO - Epoch [148][5100/7492] lr: 2.949e-05, eta: 2:45:54, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6603, top5_acc: 0.8712, loss_cls: 4.5763, loss: 4.5763 2025-08-11 20:38:01,009 - pyskl - INFO - Epoch [148][5200/7492] lr: 2.915e-05, eta: 2:44:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6575, top5_acc: 0.8644, loss_cls: 4.6579, loss: 4.6579 2025-08-11 20:38:58,029 - pyskl - INFO - Epoch [148][5300/7492] lr: 2.882e-05, eta: 2:43:59, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6644, top5_acc: 0.8684, loss_cls: 4.5519, loss: 4.5519 2025-08-11 20:39:55,561 - pyskl - INFO - Epoch [148][5400/7492] lr: 2.848e-05, eta: 2:43:02, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6428, top5_acc: 0.8578, loss_cls: 4.5811, loss: 4.5811 2025-08-11 20:40:52,863 - pyskl - INFO - Epoch [148][5500/7492] lr: 2.815e-05, eta: 2:42:04, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6650, top5_acc: 0.8634, loss_cls: 4.4916, loss: 4.4916 2025-08-11 20:41:50,422 - pyskl - INFO - Epoch [148][5600/7492] lr: 2.782e-05, eta: 2:41:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6669, top5_acc: 0.8722, loss_cls: 4.5191, loss: 4.5191 2025-08-11 20:42:48,591 - pyskl - INFO - Epoch [148][5700/7492] lr: 2.749e-05, eta: 2:40:10, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6559, top5_acc: 0.8647, loss_cls: 4.6566, loss: 4.6566 2025-08-11 20:43:45,775 - pyskl - INFO - Epoch [148][5800/7492] lr: 2.716e-05, eta: 2:39:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6475, top5_acc: 0.8638, loss_cls: 4.6184, loss: 4.6184 2025-08-11 20:44:43,916 - pyskl - INFO - Epoch [148][5900/7492] lr: 2.684e-05, eta: 2:38:15, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6525, top5_acc: 0.8688, loss_cls: 4.4714, loss: 4.4714 2025-08-11 20:45:41,472 - pyskl - INFO - Epoch [148][6000/7492] lr: 2.652e-05, eta: 2:37:18, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6378, top5_acc: 0.8556, loss_cls: 4.7143, loss: 4.7143 2025-08-11 20:46:38,425 - pyskl - INFO - Epoch [148][6100/7492] lr: 2.620e-05, eta: 2:36:21, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6562, top5_acc: 0.8684, loss_cls: 4.4753, loss: 4.4753 2025-08-11 20:47:35,858 - pyskl - INFO - Epoch [148][6200/7492] lr: 2.588e-05, eta: 2:35:23, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6434, top5_acc: 0.8606, loss_cls: 4.5315, loss: 4.5315 2025-08-11 20:48:33,936 - pyskl - INFO - Epoch [148][6300/7492] lr: 2.556e-05, eta: 2:34:26, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6425, top5_acc: 0.8622, loss_cls: 4.6273, loss: 4.6273 2025-08-11 20:49:32,731 - pyskl - INFO - Epoch [148][6400/7492] lr: 2.524e-05, eta: 2:33:29, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6575, top5_acc: 0.8625, loss_cls: 4.4623, loss: 4.4623 2025-08-11 20:50:31,203 - pyskl - INFO - Epoch [148][6500/7492] lr: 2.493e-05, eta: 2:32:32, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6653, top5_acc: 0.8712, loss_cls: 4.4468, loss: 4.4468 2025-08-11 20:51:29,197 - pyskl - INFO - Epoch [148][6600/7492] lr: 2.462e-05, eta: 2:31:34, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6522, top5_acc: 0.8691, loss_cls: 4.5515, loss: 4.5515 2025-08-11 20:52:26,380 - pyskl - INFO - Epoch [148][6700/7492] lr: 2.431e-05, eta: 2:30:37, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6600, top5_acc: 0.8562, loss_cls: 4.5928, loss: 4.5928 2025-08-11 20:53:23,081 - pyskl - INFO - Epoch [148][6800/7492] lr: 2.400e-05, eta: 2:29:40, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6481, top5_acc: 0.8653, loss_cls: 4.5779, loss: 4.5779 2025-08-11 20:54:20,472 - pyskl - INFO - Epoch [148][6900/7492] lr: 2.370e-05, eta: 2:28:43, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6734, top5_acc: 0.8694, loss_cls: 4.4416, loss: 4.4416 2025-08-11 20:55:17,996 - pyskl - INFO - Epoch [148][7000/7492] lr: 2.340e-05, eta: 2:27:45, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6700, top5_acc: 0.8716, loss_cls: 4.4067, loss: 4.4067 2025-08-11 20:56:15,834 - pyskl - INFO - Epoch [148][7100/7492] lr: 2.309e-05, eta: 2:26:48, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6578, top5_acc: 0.8603, loss_cls: 4.5595, loss: 4.5595 2025-08-11 20:57:12,566 - pyskl - INFO - Epoch [148][7200/7492] lr: 2.280e-05, eta: 2:25:51, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6534, top5_acc: 0.8647, loss_cls: 4.5745, loss: 4.5745 2025-08-11 20:58:10,185 - pyskl - INFO - Epoch [148][7300/7492] lr: 2.250e-05, eta: 2:24:53, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6622, top5_acc: 0.8631, loss_cls: 4.4953, loss: 4.4953 2025-08-11 20:59:07,417 - pyskl - INFO - Epoch [148][7400/7492] lr: 2.220e-05, eta: 2:23:56, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6622, top5_acc: 0.8650, loss_cls: 4.4508, loss: 4.4508 2025-08-11 21:00:02,400 - pyskl - INFO - Saving checkpoint at 148 epochs 2025-08-11 21:00:50,904 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 21:00:51,562 - pyskl - INFO - top1_acc 0.4796 top5_acc 0.7216 2025-08-11 21:00:51,563 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 21:00:51,605 - pyskl - INFO - mean_acc 0.4792 2025-08-11 21:00:51,618 - pyskl - INFO - Epoch(val) [148][617] top1_acc: 0.4796, top5_acc: 0.7216, mean_class_accuracy: 0.4792 2025-08-11 21:02:25,255 - pyskl - INFO - Epoch [149][100/7492] lr: 2.164e-05, eta: 2:22:06, time: 0.936, data_time: 0.340, memory: 11068, top1_acc: 0.6581, top5_acc: 0.8666, loss_cls: 4.5172, loss: 4.5172 2025-08-11 21:03:21,927 - pyskl - INFO - Epoch [149][200/7492] lr: 2.135e-05, eta: 2:21:09, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6575, top5_acc: 0.8662, loss_cls: 4.5065, loss: 4.5065 2025-08-11 21:04:18,291 - pyskl - INFO - Epoch [149][300/7492] lr: 2.106e-05, eta: 2:20:11, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6628, top5_acc: 0.8722, loss_cls: 4.5311, loss: 4.5311 2025-08-11 21:05:14,802 - pyskl - INFO - Epoch [149][400/7492] lr: 2.078e-05, eta: 2:19:14, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6716, top5_acc: 0.8738, loss_cls: 4.4011, loss: 4.4011 2025-08-11 21:06:11,563 - pyskl - INFO - Epoch [149][500/7492] lr: 2.049e-05, eta: 2:18:17, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6522, top5_acc: 0.8728, loss_cls: 4.5883, loss: 4.5883 2025-08-11 21:07:08,350 - pyskl - INFO - Epoch [149][600/7492] lr: 2.021e-05, eta: 2:17:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6559, top5_acc: 0.8747, loss_cls: 4.5309, loss: 4.5309 2025-08-11 21:08:06,670 - pyskl - INFO - Epoch [149][700/7492] lr: 1.993e-05, eta: 2:16:22, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6641, top5_acc: 0.8753, loss_cls: 4.4969, loss: 4.4969 2025-08-11 21:09:03,032 - pyskl - INFO - Epoch [149][800/7492] lr: 1.965e-05, eta: 2:15:25, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6572, top5_acc: 0.8719, loss_cls: 4.4444, loss: 4.4444 2025-08-11 21:09:59,602 - pyskl - INFO - Epoch [149][900/7492] lr: 1.938e-05, eta: 2:14:28, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6644, top5_acc: 0.8750, loss_cls: 4.5827, loss: 4.5827 2025-08-11 21:10:57,415 - pyskl - INFO - Epoch [149][1000/7492] lr: 1.910e-05, eta: 2:13:30, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6494, top5_acc: 0.8653, loss_cls: 4.5833, loss: 4.5833 2025-08-11 21:11:55,556 - pyskl - INFO - Epoch [149][1100/7492] lr: 1.883e-05, eta: 2:12:33, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6653, top5_acc: 0.8594, loss_cls: 4.5351, loss: 4.5351 2025-08-11 21:12:54,373 - pyskl - INFO - Epoch [149][1200/7492] lr: 1.856e-05, eta: 2:11:36, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6822, top5_acc: 0.8778, loss_cls: 4.4077, loss: 4.4077 2025-08-11 21:13:52,859 - pyskl - INFO - Epoch [149][1300/7492] lr: 1.829e-05, eta: 2:10:38, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6512, top5_acc: 0.8691, loss_cls: 4.5700, loss: 4.5700 2025-08-11 21:14:49,037 - pyskl - INFO - Epoch [149][1400/7492] lr: 1.803e-05, eta: 2:09:41, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.6600, top5_acc: 0.8722, loss_cls: 4.4248, loss: 4.4248 2025-08-11 21:15:45,175 - pyskl - INFO - Epoch [149][1500/7492] lr: 1.776e-05, eta: 2:08:44, time: 0.561, data_time: 0.000, memory: 11068, top1_acc: 0.6512, top5_acc: 0.8656, loss_cls: 4.5011, loss: 4.5011 2025-08-11 21:16:41,372 - pyskl - INFO - Epoch [149][1600/7492] lr: 1.750e-05, eta: 2:07:47, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.6650, top5_acc: 0.8769, loss_cls: 4.4704, loss: 4.4704 2025-08-11 21:17:38,519 - pyskl - INFO - Epoch [149][1700/7492] lr: 1.724e-05, eta: 2:06:49, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6753, top5_acc: 0.8762, loss_cls: 4.4889, loss: 4.4889 2025-08-11 21:18:35,315 - pyskl - INFO - Epoch [149][1800/7492] lr: 1.698e-05, eta: 2:05:52, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6731, top5_acc: 0.8775, loss_cls: 4.4720, loss: 4.4720 2025-08-11 21:19:31,781 - pyskl - INFO - Epoch [149][1900/7492] lr: 1.672e-05, eta: 2:04:55, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6753, top5_acc: 0.8775, loss_cls: 4.3253, loss: 4.3253 2025-08-11 21:20:28,162 - pyskl - INFO - Epoch [149][2000/7492] lr: 1.647e-05, eta: 2:03:57, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6522, top5_acc: 0.8562, loss_cls: 4.5723, loss: 4.5723 2025-08-11 21:21:24,710 - pyskl - INFO - Epoch [149][2100/7492] lr: 1.622e-05, eta: 2:03:00, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6616, top5_acc: 0.8556, loss_cls: 4.5898, loss: 4.5898 2025-08-11 21:22:20,902 - pyskl - INFO - Epoch [149][2200/7492] lr: 1.597e-05, eta: 2:02:03, time: 0.562, data_time: 0.000, memory: 11068, top1_acc: 0.6641, top5_acc: 0.8791, loss_cls: 4.4268, loss: 4.4268 2025-08-11 21:23:17,455 - pyskl - INFO - Epoch [149][2300/7492] lr: 1.572e-05, eta: 2:01:05, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6472, top5_acc: 0.8653, loss_cls: 4.6165, loss: 4.6165 2025-08-11 21:24:14,161 - pyskl - INFO - Epoch [149][2400/7492] lr: 1.547e-05, eta: 2:00:08, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6425, top5_acc: 0.8709, loss_cls: 4.6246, loss: 4.6246 2025-08-11 21:25:11,283 - pyskl - INFO - Epoch [149][2500/7492] lr: 1.523e-05, eta: 1:59:11, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6622, top5_acc: 0.8653, loss_cls: 4.5249, loss: 4.5249 2025-08-11 21:26:08,700 - pyskl - INFO - Epoch [149][2600/7492] lr: 1.498e-05, eta: 1:58:14, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6491, top5_acc: 0.8566, loss_cls: 4.6420, loss: 4.6420 2025-08-11 21:27:06,187 - pyskl - INFO - Epoch [149][2700/7492] lr: 1.474e-05, eta: 1:57:16, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6497, top5_acc: 0.8694, loss_cls: 4.5099, loss: 4.5099 2025-08-11 21:28:03,743 - pyskl - INFO - Epoch [149][2800/7492] lr: 1.450e-05, eta: 1:56:19, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6669, top5_acc: 0.8731, loss_cls: 4.5426, loss: 4.5426 2025-08-11 21:29:00,272 - pyskl - INFO - Epoch [149][2900/7492] lr: 1.427e-05, eta: 1:55:22, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6412, top5_acc: 0.8550, loss_cls: 4.6966, loss: 4.6966 2025-08-11 21:29:57,053 - pyskl - INFO - Epoch [149][3000/7492] lr: 1.403e-05, eta: 1:54:24, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6747, top5_acc: 0.8700, loss_cls: 4.5681, loss: 4.5681 2025-08-11 21:30:53,901 - pyskl - INFO - Epoch [149][3100/7492] lr: 1.380e-05, eta: 1:53:27, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6538, top5_acc: 0.8706, loss_cls: 4.6168, loss: 4.6168 2025-08-11 21:31:51,728 - pyskl - INFO - Epoch [149][3200/7492] lr: 1.357e-05, eta: 1:52:30, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6631, top5_acc: 0.8675, loss_cls: 4.6749, loss: 4.6749 2025-08-11 21:32:49,757 - pyskl - INFO - Epoch [149][3300/7492] lr: 1.334e-05, eta: 1:51:33, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6578, top5_acc: 0.8650, loss_cls: 4.5509, loss: 4.5509 2025-08-11 21:33:46,598 - pyskl - INFO - Epoch [149][3400/7492] lr: 1.311e-05, eta: 1:50:35, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6553, top5_acc: 0.8762, loss_cls: 4.3822, loss: 4.3822 2025-08-11 21:34:44,120 - pyskl - INFO - Epoch [149][3500/7492] lr: 1.288e-05, eta: 1:49:38, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6603, top5_acc: 0.8609, loss_cls: 4.4953, loss: 4.4953 2025-08-11 21:35:41,058 - pyskl - INFO - Epoch [149][3600/7492] lr: 1.266e-05, eta: 1:48:41, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6653, top5_acc: 0.8638, loss_cls: 4.5495, loss: 4.5495 2025-08-11 21:36:38,139 - pyskl - INFO - Epoch [149][3700/7492] lr: 1.244e-05, eta: 1:47:43, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6622, top5_acc: 0.8747, loss_cls: 4.4970, loss: 4.4970 2025-08-11 21:37:35,256 - pyskl - INFO - Epoch [149][3800/7492] lr: 1.222e-05, eta: 1:46:46, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6794, top5_acc: 0.8750, loss_cls: 4.4047, loss: 4.4047 2025-08-11 21:38:32,572 - pyskl - INFO - Epoch [149][3900/7492] lr: 1.200e-05, eta: 1:45:49, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6731, top5_acc: 0.8744, loss_cls: 4.4329, loss: 4.4329 2025-08-11 21:39:29,557 - pyskl - INFO - Epoch [149][4000/7492] lr: 1.179e-05, eta: 1:44:52, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6547, top5_acc: 0.8619, loss_cls: 4.5668, loss: 4.5668 2025-08-11 21:40:26,213 - pyskl - INFO - Epoch [149][4100/7492] lr: 1.157e-05, eta: 1:43:54, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6584, top5_acc: 0.8659, loss_cls: 4.5404, loss: 4.5404 2025-08-11 21:41:22,834 - pyskl - INFO - Epoch [149][4200/7492] lr: 1.136e-05, eta: 1:42:57, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6559, top5_acc: 0.8653, loss_cls: 4.6048, loss: 4.6048 2025-08-11 21:42:19,768 - pyskl - INFO - Epoch [149][4300/7492] lr: 1.115e-05, eta: 1:42:00, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6497, top5_acc: 0.8681, loss_cls: 4.5430, loss: 4.5430 2025-08-11 21:43:18,319 - pyskl - INFO - Epoch [149][4400/7492] lr: 1.094e-05, eta: 1:41:02, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6634, top5_acc: 0.8650, loss_cls: 4.5507, loss: 4.5507 2025-08-11 21:44:15,956 - pyskl - INFO - Epoch [149][4500/7492] lr: 1.074e-05, eta: 1:40:05, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6672, top5_acc: 0.8769, loss_cls: 4.3584, loss: 4.3584 2025-08-11 21:45:13,564 - pyskl - INFO - Epoch [149][4600/7492] lr: 1.053e-05, eta: 1:39:08, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6562, top5_acc: 0.8700, loss_cls: 4.5357, loss: 4.5357 2025-08-11 21:46:10,830 - pyskl - INFO - Epoch [149][4700/7492] lr: 1.033e-05, eta: 1:38:11, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6506, top5_acc: 0.8688, loss_cls: 4.4747, loss: 4.4747 2025-08-11 21:47:07,994 - pyskl - INFO - Epoch [149][4800/7492] lr: 1.013e-05, eta: 1:37:13, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6722, top5_acc: 0.8747, loss_cls: 4.5093, loss: 4.5093 2025-08-11 21:48:04,400 - pyskl - INFO - Epoch [149][4900/7492] lr: 9.935e-06, eta: 1:36:16, time: 0.564, data_time: 0.000, memory: 11068, top1_acc: 0.6672, top5_acc: 0.8662, loss_cls: 4.4998, loss: 4.4998 2025-08-11 21:49:01,210 - pyskl - INFO - Epoch [149][5000/7492] lr: 9.739e-06, eta: 1:35:19, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6522, top5_acc: 0.8662, loss_cls: 4.5529, loss: 4.5529 2025-08-11 21:49:58,814 - pyskl - INFO - Epoch [149][5100/7492] lr: 9.545e-06, eta: 1:34:22, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6663, top5_acc: 0.8762, loss_cls: 4.2817, loss: 4.2817 2025-08-11 21:50:57,764 - pyskl - INFO - Epoch [149][5200/7492] lr: 9.352e-06, eta: 1:33:24, time: 0.589, data_time: 0.000, memory: 11068, top1_acc: 0.6609, top5_acc: 0.8728, loss_cls: 4.4973, loss: 4.4973 2025-08-11 21:51:56,069 - pyskl - INFO - Epoch [149][5300/7492] lr: 9.162e-06, eta: 1:32:27, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6534, top5_acc: 0.8650, loss_cls: 4.6642, loss: 4.6642 2025-08-11 21:52:52,931 - pyskl - INFO - Epoch [149][5400/7492] lr: 8.974e-06, eta: 1:31:30, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6484, top5_acc: 0.8678, loss_cls: 4.6046, loss: 4.6046 2025-08-11 21:53:51,140 - pyskl - INFO - Epoch [149][5500/7492] lr: 8.788e-06, eta: 1:30:32, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6544, top5_acc: 0.8700, loss_cls: 4.5919, loss: 4.5919 2025-08-11 21:54:48,710 - pyskl - INFO - Epoch [149][5600/7492] lr: 8.604e-06, eta: 1:29:35, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6641, top5_acc: 0.8641, loss_cls: 4.6032, loss: 4.6032 2025-08-11 21:55:45,417 - pyskl - INFO - Epoch [149][5700/7492] lr: 8.421e-06, eta: 1:28:38, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6534, top5_acc: 0.8675, loss_cls: 4.5767, loss: 4.5767 2025-08-11 21:56:42,938 - pyskl - INFO - Epoch [149][5800/7492] lr: 8.241e-06, eta: 1:27:41, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6656, top5_acc: 0.8750, loss_cls: 4.4930, loss: 4.4930 2025-08-11 21:57:41,077 - pyskl - INFO - Epoch [149][5900/7492] lr: 8.062e-06, eta: 1:26:43, time: 0.581, data_time: 0.000, memory: 11068, top1_acc: 0.6581, top5_acc: 0.8719, loss_cls: 4.4950, loss: 4.4950 2025-08-11 21:58:38,070 - pyskl - INFO - Epoch [149][6000/7492] lr: 7.886e-06, eta: 1:25:46, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6672, top5_acc: 0.8794, loss_cls: 4.4260, loss: 4.4260 2025-08-11 21:59:34,654 - pyskl - INFO - Epoch [149][6100/7492] lr: 7.711e-06, eta: 1:24:49, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6600, top5_acc: 0.8628, loss_cls: 4.5799, loss: 4.5799 2025-08-11 22:00:31,485 - pyskl - INFO - Epoch [149][6200/7492] lr: 7.539e-06, eta: 1:23:51, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6528, top5_acc: 0.8647, loss_cls: 4.5738, loss: 4.5738 2025-08-11 22:01:28,113 - pyskl - INFO - Epoch [149][6300/7492] lr: 7.368e-06, eta: 1:22:54, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6644, top5_acc: 0.8638, loss_cls: 4.5686, loss: 4.5686 2025-08-11 22:02:25,174 - pyskl - INFO - Epoch [149][6400/7492] lr: 7.199e-06, eta: 1:21:57, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6581, top5_acc: 0.8638, loss_cls: 4.5694, loss: 4.5694 2025-08-11 22:03:23,569 - pyskl - INFO - Epoch [149][6500/7492] lr: 7.033e-06, eta: 1:21:00, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6575, top5_acc: 0.8691, loss_cls: 4.6242, loss: 4.6242 2025-08-11 22:04:20,655 - pyskl - INFO - Epoch [149][6600/7492] lr: 6.868e-06, eta: 1:20:02, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6750, top5_acc: 0.8684, loss_cls: 4.5096, loss: 4.5096 2025-08-11 22:05:17,486 - pyskl - INFO - Epoch [149][6700/7492] lr: 6.705e-06, eta: 1:19:05, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6603, top5_acc: 0.8562, loss_cls: 4.6023, loss: 4.6023 2025-08-11 22:06:14,742 - pyskl - INFO - Epoch [149][6800/7492] lr: 6.544e-06, eta: 1:18:08, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6581, top5_acc: 0.8572, loss_cls: 4.5692, loss: 4.5692 2025-08-11 22:07:12,094 - pyskl - INFO - Epoch [149][6900/7492] lr: 6.385e-06, eta: 1:17:10, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6741, top5_acc: 0.8688, loss_cls: 4.5198, loss: 4.5198 2025-08-11 22:08:09,056 - pyskl - INFO - Epoch [149][7000/7492] lr: 6.228e-06, eta: 1:16:13, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6747, top5_acc: 0.8838, loss_cls: 4.3764, loss: 4.3764 2025-08-11 22:09:07,827 - pyskl - INFO - Epoch [149][7100/7492] lr: 6.073e-06, eta: 1:15:16, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6603, top5_acc: 0.8709, loss_cls: 4.6462, loss: 4.6462 2025-08-11 22:10:05,612 - pyskl - INFO - Epoch [149][7200/7492] lr: 5.920e-06, eta: 1:14:19, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6566, top5_acc: 0.8678, loss_cls: 4.5514, loss: 4.5514 2025-08-11 22:11:02,715 - pyskl - INFO - Epoch [149][7300/7492] lr: 5.769e-06, eta: 1:13:21, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6681, top5_acc: 0.8728, loss_cls: 4.5523, loss: 4.5523 2025-08-11 22:11:59,223 - pyskl - INFO - Epoch [149][7400/7492] lr: 5.620e-06, eta: 1:12:24, time: 0.565, data_time: 0.000, memory: 11068, top1_acc: 0.6656, top5_acc: 0.8747, loss_cls: 4.4725, loss: 4.4725 2025-08-11 22:12:55,058 - pyskl - INFO - Saving checkpoint at 149 epochs 2025-08-11 22:13:43,408 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 22:13:44,154 - pyskl - INFO - top1_acc 0.4795 top5_acc 0.7219 2025-08-11 22:13:44,154 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 22:13:44,239 - pyskl - INFO - mean_acc 0.4791 2025-08-11 22:13:44,281 - pyskl - INFO - Epoch(val) [149][617] top1_acc: 0.4795, top5_acc: 0.7219, mean_class_accuracy: 0.4791 2025-08-11 22:15:17,910 - pyskl - INFO - Epoch [150][100/7492] lr: 5.339e-06, eta: 1:10:34, time: 0.936, data_time: 0.350, memory: 11068, top1_acc: 0.6528, top5_acc: 0.8678, loss_cls: 4.5958, loss: 4.5958 2025-08-11 22:16:16,444 - pyskl - INFO - Epoch [150][200/7492] lr: 5.196e-06, eta: 1:09:37, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6519, top5_acc: 0.8612, loss_cls: 4.5543, loss: 4.5543 2025-08-11 22:17:13,425 - pyskl - INFO - Epoch [150][300/7492] lr: 5.054e-06, eta: 1:08:39, time: 0.570, data_time: 0.000, memory: 11068, top1_acc: 0.6547, top5_acc: 0.8659, loss_cls: 4.4984, loss: 4.4984 2025-08-11 22:18:10,571 - pyskl - INFO - Epoch [150][400/7492] lr: 4.914e-06, eta: 1:07:42, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6809, top5_acc: 0.8784, loss_cls: 4.3398, loss: 4.3398 2025-08-11 22:19:08,753 - pyskl - INFO - Epoch [150][500/7492] lr: 4.777e-06, eta: 1:06:45, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6644, top5_acc: 0.8828, loss_cls: 4.5166, loss: 4.5166 2025-08-11 22:20:07,504 - pyskl - INFO - Epoch [150][600/7492] lr: 4.641e-06, eta: 1:05:47, time: 0.587, data_time: 0.000, memory: 11068, top1_acc: 0.6625, top5_acc: 0.8788, loss_cls: 4.5484, loss: 4.5484 2025-08-11 22:21:05,946 - pyskl - INFO - Epoch [150][700/7492] lr: 4.508e-06, eta: 1:04:50, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6622, top5_acc: 0.8728, loss_cls: 4.5092, loss: 4.5092 2025-08-11 22:22:04,198 - pyskl - INFO - Epoch [150][800/7492] lr: 4.376e-06, eta: 1:03:53, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6694, top5_acc: 0.8738, loss_cls: 4.4709, loss: 4.4709 2025-08-11 22:23:01,943 - pyskl - INFO - Epoch [150][900/7492] lr: 4.246e-06, eta: 1:02:56, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6450, top5_acc: 0.8531, loss_cls: 4.6017, loss: 4.6017 2025-08-11 22:24:00,274 - pyskl - INFO - Epoch [150][1000/7492] lr: 4.118e-06, eta: 1:01:58, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6684, top5_acc: 0.8728, loss_cls: 4.4614, loss: 4.4614 2025-08-11 22:24:57,956 - pyskl - INFO - Epoch [150][1100/7492] lr: 3.992e-06, eta: 1:01:01, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6578, top5_acc: 0.8756, loss_cls: 4.3955, loss: 4.3955 2025-08-11 22:25:56,212 - pyskl - INFO - Epoch [150][1200/7492] lr: 3.868e-06, eta: 1:00:04, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6641, top5_acc: 0.8759, loss_cls: 4.4692, loss: 4.4692 2025-08-11 22:26:53,830 - pyskl - INFO - Epoch [150][1300/7492] lr: 3.746e-06, eta: 0:59:07, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6619, top5_acc: 0.8725, loss_cls: 4.4912, loss: 4.4912 2025-08-11 22:27:52,039 - pyskl - INFO - Epoch [150][1400/7492] lr: 3.626e-06, eta: 0:58:09, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6766, top5_acc: 0.8697, loss_cls: 4.4564, loss: 4.4564 2025-08-11 22:28:50,594 - pyskl - INFO - Epoch [150][1500/7492] lr: 3.508e-06, eta: 0:57:12, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6644, top5_acc: 0.8653, loss_cls: 4.5713, loss: 4.5713 2025-08-11 22:29:48,981 - pyskl - INFO - Epoch [150][1600/7492] lr: 3.392e-06, eta: 0:56:15, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6691, top5_acc: 0.8744, loss_cls: 4.5677, loss: 4.5677 2025-08-11 22:30:47,335 - pyskl - INFO - Epoch [150][1700/7492] lr: 3.278e-06, eta: 0:55:17, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6594, top5_acc: 0.8662, loss_cls: 4.5587, loss: 4.5587 2025-08-11 22:31:45,329 - pyskl - INFO - Epoch [150][1800/7492] lr: 3.166e-06, eta: 0:54:20, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6644, top5_acc: 0.8681, loss_cls: 4.5056, loss: 4.5056 2025-08-11 22:32:44,133 - pyskl - INFO - Epoch [150][1900/7492] lr: 3.056e-06, eta: 0:53:23, time: 0.588, data_time: 0.000, memory: 11068, top1_acc: 0.6541, top5_acc: 0.8619, loss_cls: 4.5493, loss: 4.5493 2025-08-11 22:33:42,358 - pyskl - INFO - Epoch [150][2000/7492] lr: 2.947e-06, eta: 0:52:26, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6644, top5_acc: 0.8762, loss_cls: 4.5241, loss: 4.5241 2025-08-11 22:34:40,863 - pyskl - INFO - Epoch [150][2100/7492] lr: 2.841e-06, eta: 0:51:28, time: 0.585, data_time: 0.000, memory: 11068, top1_acc: 0.6525, top5_acc: 0.8719, loss_cls: 4.4310, loss: 4.4310 2025-08-11 22:35:37,620 - pyskl - INFO - Epoch [150][2200/7492] lr: 2.737e-06, eta: 0:50:31, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6669, top5_acc: 0.8641, loss_cls: 4.5337, loss: 4.5337 2025-08-11 22:36:35,295 - pyskl - INFO - Epoch [150][2300/7492] lr: 2.634e-06, eta: 0:49:34, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6756, top5_acc: 0.8719, loss_cls: 4.4696, loss: 4.4696 2025-08-11 22:37:32,401 - pyskl - INFO - Epoch [150][2400/7492] lr: 2.534e-06, eta: 0:48:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6728, top5_acc: 0.8750, loss_cls: 4.4091, loss: 4.4091 2025-08-11 22:38:29,487 - pyskl - INFO - Epoch [150][2500/7492] lr: 2.435e-06, eta: 0:47:39, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6744, top5_acc: 0.8719, loss_cls: 4.5501, loss: 4.5501 2025-08-11 22:39:27,778 - pyskl - INFO - Epoch [150][2600/7492] lr: 2.339e-06, eta: 0:46:42, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6500, top5_acc: 0.8572, loss_cls: 4.5790, loss: 4.5790 2025-08-11 22:40:25,424 - pyskl - INFO - Epoch [150][2700/7492] lr: 2.244e-06, eta: 0:45:45, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6531, top5_acc: 0.8722, loss_cls: 4.5770, loss: 4.5770 2025-08-11 22:41:22,901 - pyskl - INFO - Epoch [150][2800/7492] lr: 2.151e-06, eta: 0:44:47, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6734, top5_acc: 0.8719, loss_cls: 4.5585, loss: 4.5585 2025-08-11 22:42:19,834 - pyskl - INFO - Epoch [150][2900/7492] lr: 2.061e-06, eta: 0:43:50, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6647, top5_acc: 0.8722, loss_cls: 4.5258, loss: 4.5258 2025-08-11 22:43:16,669 - pyskl - INFO - Epoch [150][3000/7492] lr: 1.972e-06, eta: 0:42:53, time: 0.568, data_time: 0.000, memory: 11068, top1_acc: 0.6725, top5_acc: 0.8703, loss_cls: 4.6031, loss: 4.6031 2025-08-11 22:44:13,827 - pyskl - INFO - Epoch [150][3100/7492] lr: 1.885e-06, eta: 0:41:55, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6553, top5_acc: 0.8666, loss_cls: 4.6372, loss: 4.6372 2025-08-11 22:45:11,327 - pyskl - INFO - Epoch [150][3200/7492] lr: 1.800e-06, eta: 0:40:58, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6572, top5_acc: 0.8650, loss_cls: 4.5630, loss: 4.5630 2025-08-11 22:46:08,872 - pyskl - INFO - Epoch [150][3300/7492] lr: 1.717e-06, eta: 0:40:01, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6631, top5_acc: 0.8750, loss_cls: 4.5071, loss: 4.5071 2025-08-11 22:47:06,667 - pyskl - INFO - Epoch [150][3400/7492] lr: 1.636e-06, eta: 0:39:04, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6687, top5_acc: 0.8775, loss_cls: 4.4148, loss: 4.4148 2025-08-11 22:48:04,224 - pyskl - INFO - Epoch [150][3500/7492] lr: 1.557e-06, eta: 0:38:06, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6781, top5_acc: 0.8738, loss_cls: 4.4797, loss: 4.4797 2025-08-11 22:49:00,839 - pyskl - INFO - Epoch [150][3600/7492] lr: 1.480e-06, eta: 0:37:09, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6566, top5_acc: 0.8609, loss_cls: 4.5802, loss: 4.5802 2025-08-11 22:49:57,700 - pyskl - INFO - Epoch [150][3700/7492] lr: 1.405e-06, eta: 0:36:12, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6675, top5_acc: 0.8647, loss_cls: 4.5402, loss: 4.5402 2025-08-11 22:50:54,340 - pyskl - INFO - Epoch [150][3800/7492] lr: 1.332e-06, eta: 0:35:14, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6572, top5_acc: 0.8616, loss_cls: 4.6030, loss: 4.6030 2025-08-11 22:51:50,672 - pyskl - INFO - Epoch [150][3900/7492] lr: 1.261e-06, eta: 0:34:17, time: 0.563, data_time: 0.000, memory: 11068, top1_acc: 0.6453, top5_acc: 0.8581, loss_cls: 4.7019, loss: 4.7019 2025-08-11 22:52:48,924 - pyskl - INFO - Epoch [150][4000/7492] lr: 1.192e-06, eta: 0:33:20, time: 0.583, data_time: 0.000, memory: 11068, top1_acc: 0.6562, top5_acc: 0.8747, loss_cls: 4.4839, loss: 4.4839 2025-08-11 22:53:46,513 - pyskl - INFO - Epoch [150][4100/7492] lr: 1.125e-06, eta: 0:32:23, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6794, top5_acc: 0.8888, loss_cls: 4.3474, loss: 4.3474 2025-08-11 22:54:44,279 - pyskl - INFO - Epoch [150][4200/7492] lr: 1.059e-06, eta: 0:31:25, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6591, top5_acc: 0.8694, loss_cls: 4.5744, loss: 4.5744 2025-08-11 22:55:41,632 - pyskl - INFO - Epoch [150][4300/7492] lr: 9.959e-07, eta: 0:30:28, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6803, top5_acc: 0.8672, loss_cls: 4.3944, loss: 4.3944 2025-08-11 22:56:38,930 - pyskl - INFO - Epoch [150][4400/7492] lr: 9.345e-07, eta: 0:29:31, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6666, top5_acc: 0.8669, loss_cls: 4.4851, loss: 4.4851 2025-08-11 22:57:35,861 - pyskl - INFO - Epoch [150][4500/7492] lr: 8.751e-07, eta: 0:28:33, time: 0.569, data_time: 0.000, memory: 11068, top1_acc: 0.6694, top5_acc: 0.8656, loss_cls: 4.5117, loss: 4.5117 2025-08-11 22:58:32,973 - pyskl - INFO - Epoch [150][4600/7492] lr: 8.176e-07, eta: 0:27:36, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6472, top5_acc: 0.8562, loss_cls: 4.5861, loss: 4.5861 2025-08-11 22:59:30,598 - pyskl - INFO - Epoch [150][4700/7492] lr: 7.620e-07, eta: 0:26:39, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6541, top5_acc: 0.8728, loss_cls: 4.4610, loss: 4.4610 2025-08-11 23:00:27,968 - pyskl - INFO - Epoch [150][4800/7492] lr: 7.084e-07, eta: 0:25:42, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6525, top5_acc: 0.8734, loss_cls: 4.4783, loss: 4.4783 2025-08-11 23:01:25,225 - pyskl - INFO - Epoch [150][4900/7492] lr: 6.568e-07, eta: 0:24:44, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6613, top5_acc: 0.8684, loss_cls: 4.5497, loss: 4.5497 2025-08-11 23:02:23,155 - pyskl - INFO - Epoch [150][5000/7492] lr: 6.071e-07, eta: 0:23:47, time: 0.579, data_time: 0.000, memory: 11068, top1_acc: 0.6531, top5_acc: 0.8734, loss_cls: 4.5945, loss: 4.5945 2025-08-11 23:03:20,547 - pyskl - INFO - Epoch [150][5100/7492] lr: 5.594e-07, eta: 0:22:50, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6669, top5_acc: 0.8762, loss_cls: 4.4895, loss: 4.4895 2025-08-11 23:04:17,130 - pyskl - INFO - Epoch [150][5200/7492] lr: 5.136e-07, eta: 0:21:52, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6559, top5_acc: 0.8569, loss_cls: 4.6245, loss: 4.6245 2025-08-11 23:05:14,454 - pyskl - INFO - Epoch [150][5300/7492] lr: 4.698e-07, eta: 0:20:55, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6587, top5_acc: 0.8803, loss_cls: 4.4343, loss: 4.4343 2025-08-11 23:06:11,520 - pyskl - INFO - Epoch [150][5400/7492] lr: 4.279e-07, eta: 0:19:58, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6575, top5_acc: 0.8584, loss_cls: 4.6049, loss: 4.6049 2025-08-11 23:07:09,476 - pyskl - INFO - Epoch [150][5500/7492] lr: 3.880e-07, eta: 0:19:01, time: 0.580, data_time: 0.000, memory: 11068, top1_acc: 0.6675, top5_acc: 0.8694, loss_cls: 4.4874, loss: 4.4874 2025-08-11 23:08:06,876 - pyskl - INFO - Epoch [150][5600/7492] lr: 3.501e-07, eta: 0:18:03, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6597, top5_acc: 0.8594, loss_cls: 4.6046, loss: 4.6046 2025-08-11 23:09:04,670 - pyskl - INFO - Epoch [150][5700/7492] lr: 3.140e-07, eta: 0:17:06, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6616, top5_acc: 0.8691, loss_cls: 4.4902, loss: 4.4902 2025-08-11 23:10:01,859 - pyskl - INFO - Epoch [150][5800/7492] lr: 2.800e-07, eta: 0:16:09, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6622, top5_acc: 0.8653, loss_cls: 4.5747, loss: 4.5747 2025-08-11 23:10:59,629 - pyskl - INFO - Epoch [150][5900/7492] lr: 2.479e-07, eta: 0:15:11, time: 0.578, data_time: 0.000, memory: 11068, top1_acc: 0.6559, top5_acc: 0.8738, loss_cls: 4.5083, loss: 4.5083 2025-08-11 23:11:58,022 - pyskl - INFO - Epoch [150][6000/7492] lr: 2.177e-07, eta: 0:14:14, time: 0.584, data_time: 0.000, memory: 11068, top1_acc: 0.6600, top5_acc: 0.8697, loss_cls: 4.4693, loss: 4.4693 2025-08-11 23:12:55,488 - pyskl - INFO - Epoch [150][6100/7492] lr: 1.896e-07, eta: 0:13:17, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6587, top5_acc: 0.8728, loss_cls: 4.5156, loss: 4.5156 2025-08-11 23:13:52,773 - pyskl - INFO - Epoch [150][6200/7492] lr: 1.633e-07, eta: 0:12:20, time: 0.573, data_time: 0.000, memory: 11068, top1_acc: 0.6550, top5_acc: 0.8762, loss_cls: 4.5360, loss: 4.5360 2025-08-11 23:14:49,851 - pyskl - INFO - Epoch [150][6300/7492] lr: 1.390e-07, eta: 0:11:22, time: 0.571, data_time: 0.000, memory: 11068, top1_acc: 0.6534, top5_acc: 0.8538, loss_cls: 4.5817, loss: 4.5817 2025-08-11 23:15:46,434 - pyskl - INFO - Epoch [150][6400/7492] lr: 1.167e-07, eta: 0:10:25, time: 0.566, data_time: 0.000, memory: 11068, top1_acc: 0.6653, top5_acc: 0.8819, loss_cls: 4.4275, loss: 4.4275 2025-08-11 23:16:43,811 - pyskl - INFO - Epoch [150][6500/7492] lr: 9.632e-08, eta: 0:09:28, time: 0.574, data_time: 0.000, memory: 11068, top1_acc: 0.6616, top5_acc: 0.8731, loss_cls: 4.4386, loss: 4.4386 2025-08-11 23:17:41,292 - pyskl - INFO - Epoch [150][6600/7492] lr: 7.790e-08, eta: 0:08:30, time: 0.575, data_time: 0.000, memory: 11068, top1_acc: 0.6559, top5_acc: 0.8691, loss_cls: 4.5494, loss: 4.5494 2025-08-11 23:18:38,905 - pyskl - INFO - Epoch [150][6700/7492] lr: 6.143e-08, eta: 0:07:33, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6622, top5_acc: 0.8681, loss_cls: 4.4875, loss: 4.4875 2025-08-11 23:19:36,068 - pyskl - INFO - Epoch [150][6800/7492] lr: 4.691e-08, eta: 0:06:36, time: 0.572, data_time: 0.000, memory: 11068, top1_acc: 0.6569, top5_acc: 0.8684, loss_cls: 4.4910, loss: 4.4910 2025-08-11 23:20:34,240 - pyskl - INFO - Epoch [150][6900/7492] lr: 3.435e-08, eta: 0:05:39, time: 0.582, data_time: 0.000, memory: 11068, top1_acc: 0.6787, top5_acc: 0.8759, loss_cls: 4.4771, loss: 4.4771 2025-08-11 23:21:33,366 - pyskl - INFO - Epoch [150][7000/7492] lr: 2.374e-08, eta: 0:04:41, time: 0.591, data_time: 0.000, memory: 11068, top1_acc: 0.6716, top5_acc: 0.8806, loss_cls: 4.4016, loss: 4.4016 2025-08-11 23:22:31,984 - pyskl - INFO - Epoch [150][7100/7492] lr: 1.509e-08, eta: 0:03:44, time: 0.586, data_time: 0.000, memory: 11068, top1_acc: 0.6672, top5_acc: 0.8722, loss_cls: 4.5154, loss: 4.5154 2025-08-11 23:23:29,681 - pyskl - INFO - Epoch [150][7200/7492] lr: 8.386e-09, eta: 0:02:47, time: 0.577, data_time: 0.000, memory: 11068, top1_acc: 0.6562, top5_acc: 0.8731, loss_cls: 4.5420, loss: 4.5420 2025-08-11 23:24:27,282 - pyskl - INFO - Epoch [150][7300/7492] lr: 3.639e-09, eta: 0:01:49, time: 0.576, data_time: 0.000, memory: 11068, top1_acc: 0.6759, top5_acc: 0.8659, loss_cls: 4.4546, loss: 4.4546 2025-08-11 23:25:23,934 - pyskl - INFO - Epoch [150][7400/7492] lr: 8.449e-10, eta: 0:00:52, time: 0.567, data_time: 0.000, memory: 11068, top1_acc: 0.6756, top5_acc: 0.8762, loss_cls: 4.4129, loss: 4.4129 2025-08-11 23:26:18,798 - pyskl - INFO - Saving checkpoint at 150 epochs 2025-08-11 23:27:09,283 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-11 23:27:09,954 - pyskl - INFO - top1_acc 0.4792 top5_acc 0.7216 2025-08-11 23:27:09,954 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-11 23:27:09,997 - pyskl - INFO - mean_acc 0.4788 2025-08-11 23:27:10,010 - pyskl - INFO - Epoch(val) [150][617] top1_acc: 0.4792, top5_acc: 0.7216, mean_class_accuracy: 0.4788 2025-08-11 23:27:23,930 - pyskl - INFO - 19743 videos remain after valid thresholding 2025-08-11 23:33:24,090 - pyskl - INFO - Testing results of the last checkpoint 2025-08-11 23:33:24,090 - pyskl - INFO - top1_acc: 0.4873 2025-08-11 23:33:24,090 - pyskl - INFO - top5_acc: 0.7313 2025-08-11 23:33:24,090 - pyskl - INFO - mean_class_accuracy: 0.4869 2025-08-11 23:33:24,091 - pyskl - INFO - load checkpoint from local path: ./work_dirs/k400/b_3/best_top1_acc_epoch_146.pth 2025-08-11 23:39:17,122 - pyskl - INFO - Testing results of the best checkpoint 2025-08-11 23:39:17,123 - pyskl - INFO - top1_acc: 0.4876 2025-08-11 23:39:17,123 - pyskl - INFO - top5_acc: 0.7289 2025-08-11 23:39:17,123 - pyskl - INFO - mean_class_accuracy: 0.4872