2025-08-12 10:02:02,739 - pyskl - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.8.8 (default, Apr 13 2021, 19:58:26) [GCC 7.3.0] CUDA available: True GPU 0,1: GeForce RTX 3090 CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 11.2, V11.2.67 GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 PyTorch: 1.9.1 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.2-Product Build 20210312 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.1 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.0.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, 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 -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-variable -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=1.9.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.10.1 OpenCV: 4.6.0 MMCV: 1.6.0 MMCV Compiler: GCC 9.3 MMCV CUDA Compiler: 11.2 pyskl: 0.1.0+ ------------------------------------------------------------ 2025-08-12 10:02:03,139 - pyskl - INFO - Config: modality = 'jm' graph = 'coco_new' work_dir = './work_dirs/k400/jm' model = dict( type='RecognizerGCN', backbone=dict( type='GCN_Module_LLM_K400', llm_model='gpt4o', llm_modality='jm', 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/jm', 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=['jm']), 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=['jm']), 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=['jm']), 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=['jm']), 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=['jm']), 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=['jm']), 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) 2025-08-12 10:02:05,414 - pyskl - INFO - Set random seed to 1695030916, deterministic: False 2025-08-12 10:02:15,895 - pyskl - INFO - 239737 videos remain after valid thresholding 2025-08-12 10:02:25,256 - pyskl - INFO - 19743 videos remain after valid thresholding 2025-08-12 10:02:25,262 - pyskl - INFO - Start running, host: lhd@cripacsir118, work_dir: /home/lhd/pyskl_mine/work_dirs/k400/jm 2025-08-12 10:02:25,263 - 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 -------------------- 2025-08-12 10:02:25,266 - pyskl - INFO - workflow: [('train', 1)], max: 150 epochs 2025-08-12 10:02:25,267 - pyskl - INFO - Checkpoints will be saved to /home/lhd/pyskl_mine/work_dirs/k400/jm by HardDiskBackend. 2025-08-12 10:03:46,650 - pyskl - INFO - Epoch [1][100/7492] lr: 5.000e-02, eta: 10 days, 14:00:10, time: 0.814, data_time: 0.281, memory: 13024, top1_acc: 0.0034, top5_acc: 0.0200, loss_cls: 12.1513, loss: 12.1513 2025-08-12 10:04:38,796 - pyskl - INFO - Epoch [1][200/7492] lr: 5.000e-02, eta: 8 days, 16:21:52, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.0047, top5_acc: 0.0203, loss_cls: 11.9635, loss: 11.9635 2025-08-12 10:05:31,055 - pyskl - INFO - Epoch [1][300/7492] lr: 5.000e-02, eta: 8 days, 1:15:39, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0047, top5_acc: 0.0297, loss_cls: 11.8650, loss: 11.8650 2025-08-12 10:06:23,622 - pyskl - INFO - Epoch [1][400/7492] lr: 5.000e-02, eta: 7 days, 17:56:29, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0091, top5_acc: 0.0450, loss_cls: 11.7276, loss: 11.7276 2025-08-12 10:07:15,722 - pyskl - INFO - Epoch [1][500/7492] lr: 5.000e-02, eta: 7 days, 13:14:54, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.0100, top5_acc: 0.0519, loss_cls: 11.6154, loss: 11.6154 2025-08-12 10:08:08,258 - pyskl - INFO - Epoch [1][600/7492] lr: 5.000e-02, eta: 7 days, 10:20:52, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0100, top5_acc: 0.0544, loss_cls: 11.4895, loss: 11.4895 2025-08-12 10:09:00,133 - pyskl - INFO - Epoch [1][700/7492] lr: 5.000e-02, eta: 7 days, 7:58:35, time: 0.519, data_time: 0.000, memory: 13024, top1_acc: 0.0150, top5_acc: 0.0534, loss_cls: 11.4206, loss: 11.4206 2025-08-12 10:09:52,709 - pyskl - INFO - Epoch [1][800/7492] lr: 5.000e-02, eta: 7 days, 6:27:52, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0134, top5_acc: 0.0631, loss_cls: 11.3948, loss: 11.3948 2025-08-12 10:10:45,859 - pyskl - INFO - Epoch [1][900/7492] lr: 5.000e-02, eta: 7 days, 5:29:14, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.0159, top5_acc: 0.0659, loss_cls: 11.3158, loss: 11.3158 2025-08-12 10:11:39,623 - pyskl - INFO - Epoch [1][1000/7492] lr: 5.000e-02, eta: 7 days, 4:53:33, time: 0.538, data_time: 0.000, memory: 13024, top1_acc: 0.0172, top5_acc: 0.0669, loss_cls: 11.2901, loss: 11.2901 2025-08-12 10:12:32,416 - pyskl - INFO - Epoch [1][1100/7492] lr: 5.000e-02, eta: 7 days, 4:07:36, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.0141, top5_acc: 0.0688, loss_cls: 11.2840, loss: 11.2840 2025-08-12 10:13:24,393 - pyskl - INFO - Epoch [1][1200/7492] lr: 5.000e-02, eta: 7 days, 3:16:37, time: 0.520, data_time: 0.000, memory: 13024, top1_acc: 0.0147, top5_acc: 0.0706, loss_cls: 11.2084, loss: 11.2084 2025-08-12 10:14:16,345 - pyskl - INFO - Epoch [1][1300/7492] lr: 5.000e-02, eta: 7 days, 2:32:53, time: 0.520, data_time: 0.000, memory: 13024, top1_acc: 0.0141, top5_acc: 0.0756, loss_cls: 11.1884, loss: 11.1884 2025-08-12 10:15:08,970 - pyskl - INFO - Epoch [1][1400/7492] lr: 5.000e-02, eta: 7 days, 2:04:17, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0191, top5_acc: 0.0822, loss_cls: 11.1105, loss: 11.1105 2025-08-12 10:16:01,489 - pyskl - INFO - Epoch [1][1500/7492] lr: 5.000e-02, eta: 7 days, 1:38:03, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0225, top5_acc: 0.0897, loss_cls: 11.0677, loss: 11.0677 2025-08-12 10:16:54,377 - pyskl - INFO - Epoch [1][1600/7492] lr: 5.000e-02, eta: 7 days, 1:19:15, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.0222, top5_acc: 0.0916, loss_cls: 11.0270, loss: 11.0270 2025-08-12 10:17:46,815 - pyskl - INFO - Epoch [1][1700/7492] lr: 5.000e-02, eta: 7 days, 0:57:42, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0247, top5_acc: 0.0862, loss_cls: 11.0371, loss: 11.0371 2025-08-12 10:18:39,091 - pyskl - INFO - Epoch [1][1800/7492] lr: 5.000e-02, eta: 7 days, 0:36:44, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0238, top5_acc: 0.0956, loss_cls: 10.9764, loss: 10.9764 2025-08-12 10:19:31,691 - pyskl - INFO - Epoch [1][1900/7492] lr: 5.000e-02, eta: 7 days, 0:21:04, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0216, top5_acc: 0.1000, loss_cls: 10.9667, loss: 10.9667 2025-08-12 10:20:24,000 - pyskl - INFO - Epoch [1][2000/7492] lr: 5.000e-02, eta: 7 days, 0:04:09, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0213, top5_acc: 0.1047, loss_cls: 10.9174, loss: 10.9174 2025-08-12 10:21:16,286 - pyskl - INFO - Epoch [1][2100/7492] lr: 5.000e-02, eta: 6 days, 23:48:34, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0241, top5_acc: 0.1000, loss_cls: 10.8184, loss: 10.8184 2025-08-12 10:22:08,192 - pyskl - INFO - Epoch [1][2200/7492] lr: 5.000e-02, eta: 6 days, 23:31:03, time: 0.519, data_time: 0.000, memory: 13024, top1_acc: 0.0312, top5_acc: 0.1056, loss_cls: 10.8721, loss: 10.8721 2025-08-12 10:23:00,600 - pyskl - INFO - Epoch [1][2300/7492] lr: 5.000e-02, eta: 6 days, 23:19:07, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0244, top5_acc: 0.0997, loss_cls: 10.8319, loss: 10.8319 2025-08-12 10:23:53,070 - pyskl - INFO - Epoch [1][2400/7492] lr: 5.000e-02, eta: 6 days, 23:08:35, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0309, top5_acc: 0.1197, loss_cls: 10.7796, loss: 10.7796 2025-08-12 10:24:45,378 - pyskl - INFO - Epoch [1][2500/7492] lr: 5.000e-02, eta: 6 days, 22:57:35, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0275, top5_acc: 0.1041, loss_cls: 10.8224, loss: 10.8224 2025-08-12 10:25:37,802 - pyskl - INFO - Epoch [1][2600/7492] lr: 5.000e-02, eta: 6 days, 22:48:13, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0322, top5_acc: 0.1197, loss_cls: 10.7589, loss: 10.7589 2025-08-12 10:26:29,904 - pyskl - INFO - Epoch [1][2700/7492] lr: 5.000e-02, eta: 6 days, 22:37:12, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.0303, top5_acc: 0.1194, loss_cls: 10.7632, loss: 10.7632 2025-08-12 10:27:22,213 - pyskl - INFO - Epoch [1][2800/7492] lr: 5.000e-02, eta: 6 days, 22:28:20, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0303, top5_acc: 0.1150, loss_cls: 10.7673, loss: 10.7673 2025-08-12 10:28:14,633 - pyskl - INFO - Epoch [1][2900/7492] lr: 5.000e-02, eta: 6 days, 22:20:46, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0356, top5_acc: 0.1203, loss_cls: 10.6732, loss: 10.6732 2025-08-12 10:29:06,899 - pyskl - INFO - Epoch [1][3000/7492] lr: 5.000e-02, eta: 6 days, 22:12:39, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0381, top5_acc: 0.1253, loss_cls: 10.6902, loss: 10.6902 2025-08-12 10:29:59,058 - pyskl - INFO - Epoch [1][3100/7492] lr: 5.000e-02, eta: 6 days, 22:04:20, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.0297, top5_acc: 0.1306, loss_cls: 10.6288, loss: 10.6288 2025-08-12 10:30:51,627 - pyskl - INFO - Epoch [1][3200/7492] lr: 5.000e-02, eta: 6 days, 21:58:55, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0300, top5_acc: 0.1222, loss_cls: 10.6959, loss: 10.6959 2025-08-12 10:31:44,372 - pyskl - INFO - Epoch [1][3300/7492] lr: 5.000e-02, eta: 6 days, 21:54:44, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.0328, top5_acc: 0.1331, loss_cls: 10.6666, loss: 10.6666 2025-08-12 10:32:36,809 - pyskl - INFO - Epoch [1][3400/7492] lr: 5.000e-02, eta: 6 days, 21:49:06, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0369, top5_acc: 0.1275, loss_cls: 10.6974, loss: 10.6974 2025-08-12 10:33:29,285 - pyskl - INFO - Epoch [1][3500/7492] lr: 5.000e-02, eta: 6 days, 21:43:53, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0416, top5_acc: 0.1366, loss_cls: 10.5901, loss: 10.5901 2025-08-12 10:34:22,175 - pyskl - INFO - Epoch [1][3600/7492] lr: 5.000e-02, eta: 6 days, 21:41:08, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.0344, top5_acc: 0.1491, loss_cls: 10.6000, loss: 10.6000 2025-08-12 10:35:14,828 - pyskl - INFO - Epoch [1][3700/7492] lr: 5.000e-02, eta: 6 days, 21:37:15, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.0387, top5_acc: 0.1428, loss_cls: 10.6184, loss: 10.6184 2025-08-12 10:36:07,164 - pyskl - INFO - Epoch [1][3800/7492] lr: 5.000e-02, eta: 6 days, 21:31:57, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0406, top5_acc: 0.1422, loss_cls: 10.5844, loss: 10.5844 2025-08-12 10:36:59,844 - pyskl - INFO - Epoch [1][3900/7492] lr: 5.000e-02, eta: 6 days, 21:28:33, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.0384, top5_acc: 0.1350, loss_cls: 10.6092, loss: 10.6092 2025-08-12 10:37:52,475 - pyskl - INFO - Epoch [1][4000/7492] lr: 5.000e-02, eta: 6 days, 21:25:02, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0397, top5_acc: 0.1428, loss_cls: 10.5472, loss: 10.5472 2025-08-12 10:38:44,884 - pyskl - INFO - Epoch [1][4100/7492] lr: 5.000e-02, eta: 6 days, 21:20:38, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0478, top5_acc: 0.1553, loss_cls: 10.5188, loss: 10.5188 2025-08-12 10:39:37,739 - pyskl - INFO - Epoch [1][4200/7492] lr: 5.000e-02, eta: 6 days, 21:18:24, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.0387, top5_acc: 0.1531, loss_cls: 10.5855, loss: 10.5855 2025-08-12 10:40:31,080 - pyskl - INFO - Epoch [1][4300/7492] lr: 5.000e-02, eta: 6 days, 21:18:19, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.0462, top5_acc: 0.1522, loss_cls: 10.5353, loss: 10.5353 2025-08-12 10:41:23,946 - pyskl - INFO - Epoch [1][4400/7492] lr: 5.000e-02, eta: 6 days, 21:16:12, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.0381, top5_acc: 0.1450, loss_cls: 10.4675, loss: 10.4675 2025-08-12 10:42:16,433 - pyskl - INFO - Epoch [1][4500/7492] lr: 5.000e-02, eta: 6 days, 21:12:33, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0494, top5_acc: 0.1553, loss_cls: 10.4517, loss: 10.4517 2025-08-12 10:43:08,985 - pyskl - INFO - Epoch [1][4600/7492] lr: 5.000e-02, eta: 6 days, 21:09:18, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0409, top5_acc: 0.1584, loss_cls: 10.4703, loss: 10.4703 2025-08-12 10:44:01,828 - pyskl - INFO - Epoch [1][4700/7492] lr: 5.000e-02, eta: 6 days, 21:07:18, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.0494, top5_acc: 0.1628, loss_cls: 10.4392, loss: 10.4392 2025-08-12 10:44:54,662 - pyskl - INFO - Epoch [1][4800/7492] lr: 5.000e-02, eta: 6 days, 21:05:18, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.0437, top5_acc: 0.1525, loss_cls: 10.4569, loss: 10.4569 2025-08-12 10:45:47,222 - pyskl - INFO - Epoch [1][4900/7492] lr: 5.000e-02, eta: 6 days, 21:02:19, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0528, top5_acc: 0.1778, loss_cls: 10.3433, loss: 10.3433 2025-08-12 10:46:39,515 - pyskl - INFO - Epoch [1][5000/7492] lr: 5.000e-02, eta: 6 days, 20:58:25, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0444, top5_acc: 0.1594, loss_cls: 10.4020, loss: 10.4020 2025-08-12 10:47:32,354 - pyskl - INFO - Epoch [1][5100/7492] lr: 5.000e-02, eta: 6 days, 20:56:37, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.0466, top5_acc: 0.1613, loss_cls: 10.4479, loss: 10.4479 2025-08-12 10:48:24,720 - pyskl - INFO - Epoch [1][5200/7492] lr: 5.000e-02, eta: 6 days, 20:53:12, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0572, top5_acc: 0.1731, loss_cls: 10.3842, loss: 10.3842 2025-08-12 10:49:17,497 - pyskl - INFO - Epoch [1][5300/7492] lr: 5.000e-02, eta: 6 days, 20:51:17, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.0503, top5_acc: 0.1675, loss_cls: 10.3775, loss: 10.3775 2025-08-12 10:50:10,521 - pyskl - INFO - Epoch [1][5400/7492] lr: 5.000e-02, eta: 6 days, 20:50:17, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.0528, top5_acc: 0.1806, loss_cls: 10.3470, loss: 10.3470 2025-08-12 10:51:02,703 - pyskl - INFO - Epoch [1][5500/7492] lr: 5.000e-02, eta: 6 days, 20:46:25, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.0534, top5_acc: 0.1713, loss_cls: 10.3754, loss: 10.3754 2025-08-12 10:51:55,926 - pyskl - INFO - Epoch [1][5600/7492] lr: 5.000e-02, eta: 6 days, 20:46:08, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.0587, top5_acc: 0.1787, loss_cls: 10.3511, loss: 10.3511 2025-08-12 10:52:48,511 - pyskl - INFO - Epoch [1][5700/7492] lr: 5.000e-02, eta: 6 days, 20:43:44, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0516, top5_acc: 0.1747, loss_cls: 10.3688, loss: 10.3688 2025-08-12 10:53:41,197 - pyskl - INFO - Epoch [1][5800/7492] lr: 5.000e-02, eta: 6 days, 20:41:43, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.0459, top5_acc: 0.1728, loss_cls: 10.2965, loss: 10.2965 2025-08-12 10:54:33,725 - pyskl - INFO - Epoch [1][5900/7492] lr: 5.000e-02, eta: 6 days, 20:39:13, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0512, top5_acc: 0.1750, loss_cls: 10.3661, loss: 10.3661 2025-08-12 10:55:26,155 - pyskl - INFO - Epoch [1][6000/7492] lr: 5.000e-02, eta: 6 days, 20:36:30, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0537, top5_acc: 0.1828, loss_cls: 10.3147, loss: 10.3147 2025-08-12 10:56:18,514 - pyskl - INFO - Epoch [1][6100/7492] lr: 5.000e-02, eta: 6 days, 20:33:37, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0622, top5_acc: 0.1862, loss_cls: 10.2362, loss: 10.2362 2025-08-12 10:57:11,432 - pyskl - INFO - Epoch [1][6200/7492] lr: 5.000e-02, eta: 6 days, 20:32:29, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.0622, top5_acc: 0.1772, loss_cls: 10.2632, loss: 10.2632 2025-08-12 10:58:03,875 - pyskl - INFO - Epoch [1][6300/7492] lr: 5.000e-02, eta: 6 days, 20:29:56, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0584, top5_acc: 0.1934, loss_cls: 10.2573, loss: 10.2573 2025-08-12 10:58:56,083 - pyskl - INFO - Epoch [1][6400/7492] lr: 5.000e-02, eta: 6 days, 20:26:46, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.0600, top5_acc: 0.1963, loss_cls: 10.2625, loss: 10.2625 2025-08-12 10:59:48,442 - pyskl - INFO - Epoch [1][6500/7492] lr: 5.000e-02, eta: 6 days, 20:24:06, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0703, top5_acc: 0.2028, loss_cls: 10.2110, loss: 10.2110 2025-08-12 11:00:40,832 - pyskl - INFO - Epoch [1][6600/7492] lr: 5.000e-02, eta: 6 days, 20:21:35, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0634, top5_acc: 0.2019, loss_cls: 10.2108, loss: 10.2108 2025-08-12 11:01:32,992 - pyskl - INFO - Epoch [1][6700/7492] lr: 5.000e-02, eta: 6 days, 20:18:28, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.0594, top5_acc: 0.1981, loss_cls: 10.2262, loss: 10.2262 2025-08-12 11:02:26,088 - pyskl - INFO - Epoch [1][6800/7492] lr: 5.000e-02, eta: 6 days, 20:17:58, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.0691, top5_acc: 0.1994, loss_cls: 10.1630, loss: 10.1630 2025-08-12 11:03:18,597 - pyskl - INFO - Epoch [1][6900/7492] lr: 5.000e-02, eta: 6 days, 20:15:54, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0675, top5_acc: 0.1963, loss_cls: 10.1968, loss: 10.1968 2025-08-12 11:04:11,287 - pyskl - INFO - Epoch [1][7000/7492] lr: 5.000e-02, eta: 6 days, 20:14:17, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.0609, top5_acc: 0.2031, loss_cls: 10.1925, loss: 10.1925 2025-08-12 11:05:03,793 - pyskl - INFO - Epoch [1][7100/7492] lr: 5.000e-02, eta: 6 days, 20:12:18, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0634, top5_acc: 0.2053, loss_cls: 10.1562, loss: 10.1562 2025-08-12 11:05:56,042 - pyskl - INFO - Epoch [1][7200/7492] lr: 4.999e-02, eta: 6 days, 20:09:39, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.0722, top5_acc: 0.2091, loss_cls: 10.1234, loss: 10.1234 2025-08-12 11:06:49,328 - pyskl - INFO - Epoch [1][7300/7492] lr: 4.999e-02, eta: 6 days, 20:09:41, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.0775, top5_acc: 0.2109, loss_cls: 10.1841, loss: 10.1841 2025-08-12 11:07:41,626 - pyskl - INFO - Epoch [1][7400/7492] lr: 4.999e-02, eta: 6 days, 20:07:12, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0622, top5_acc: 0.2003, loss_cls: 10.1896, loss: 10.1896 2025-08-12 11:08:30,274 - pyskl - INFO - Saving checkpoint at 1 epochs 2025-08-12 11:09:20,302 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 11:09:21,031 - pyskl - INFO - top1_acc 0.0387 top5_acc 0.1328 2025-08-12 11:09:21,032 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 11:09:21,065 - pyskl - INFO - mean_acc 0.0388 2025-08-12 11:09:21,997 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_1.pth. 2025-08-12 11:09:21,998 - pyskl - INFO - Best top1_acc is 0.0387 at 1 epoch. 2025-08-12 11:09:22,007 - pyskl - INFO - Epoch(val) [1][617] top1_acc: 0.0387, top5_acc: 0.1328, mean_class_accuracy: 0.0388 2025-08-12 11:10:42,645 - pyskl - INFO - Epoch [2][100/7492] lr: 4.999e-02, eta: 6 days, 19:14:05, time: 0.806, data_time: 0.281, memory: 13024, top1_acc: 0.0722, top5_acc: 0.2219, loss_cls: 10.0877, loss: 10.0877 2025-08-12 11:11:35,167 - pyskl - INFO - Epoch [2][200/7492] lr: 4.999e-02, eta: 6 days, 19:12:54, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0859, top5_acc: 0.2275, loss_cls: 10.0380, loss: 10.0380 2025-08-12 11:12:27,543 - pyskl - INFO - Epoch [2][300/7492] lr: 4.999e-02, eta: 6 days, 19:11:23, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0772, top5_acc: 0.2191, loss_cls: 10.0726, loss: 10.0726 2025-08-12 11:13:19,969 - pyskl - INFO - Epoch [2][400/7492] lr: 4.999e-02, eta: 6 days, 19:10:00, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0706, top5_acc: 0.2025, loss_cls: 10.0735, loss: 10.0735 2025-08-12 11:14:12,546 - pyskl - INFO - Epoch [2][500/7492] lr: 4.999e-02, eta: 6 days, 19:08:58, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0788, top5_acc: 0.2294, loss_cls: 10.0297, loss: 10.0297 2025-08-12 11:15:05,020 - pyskl - INFO - Epoch [2][600/7492] lr: 4.999e-02, eta: 6 days, 19:07:43, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0762, top5_acc: 0.2353, loss_cls: 10.0041, loss: 10.0041 2025-08-12 11:15:57,407 - pyskl - INFO - Epoch [2][700/7492] lr: 4.999e-02, eta: 6 days, 19:06:16, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0847, top5_acc: 0.2328, loss_cls: 10.0069, loss: 10.0069 2025-08-12 11:16:49,752 - pyskl - INFO - Epoch [2][800/7492] lr: 4.999e-02, eta: 6 days, 19:04:45, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0762, top5_acc: 0.2162, loss_cls: 10.1353, loss: 10.1353 2025-08-12 11:17:42,868 - pyskl - INFO - Epoch [2][900/7492] lr: 4.999e-02, eta: 6 days, 19:04:57, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.0747, top5_acc: 0.2291, loss_cls: 10.0718, loss: 10.0718 2025-08-12 11:18:35,690 - pyskl - INFO - Epoch [2][1000/7492] lr: 4.999e-02, eta: 6 days, 19:04:29, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.0791, top5_acc: 0.2278, loss_cls: 10.0177, loss: 10.0177 2025-08-12 11:19:28,203 - pyskl - INFO - Epoch [2][1100/7492] lr: 4.999e-02, eta: 6 days, 19:03:20, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0759, top5_acc: 0.2322, loss_cls: 10.0379, loss: 10.0379 2025-08-12 11:20:20,896 - pyskl - INFO - Epoch [2][1200/7492] lr: 4.999e-02, eta: 6 days, 19:02:34, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.0887, top5_acc: 0.2466, loss_cls: 9.9556, loss: 9.9556 2025-08-12 11:21:13,823 - pyskl - INFO - Epoch [2][1300/7492] lr: 4.999e-02, eta: 6 days, 19:02:19, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.0806, top5_acc: 0.2378, loss_cls: 9.9744, loss: 9.9744 2025-08-12 11:22:06,170 - pyskl - INFO - Epoch [2][1400/7492] lr: 4.999e-02, eta: 6 days, 19:00:49, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0869, top5_acc: 0.2338, loss_cls: 9.9279, loss: 9.9279 2025-08-12 11:22:58,570 - pyskl - INFO - Epoch [2][1500/7492] lr: 4.999e-02, eta: 6 days, 18:59:26, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.0850, top5_acc: 0.2428, loss_cls: 9.9478, loss: 9.9478 2025-08-12 11:23:51,642 - pyskl - INFO - Epoch [2][1600/7492] lr: 4.999e-02, eta: 6 days, 18:59:28, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.0819, top5_acc: 0.2562, loss_cls: 9.8694, loss: 9.8694 2025-08-12 11:24:44,143 - pyskl - INFO - Epoch [2][1700/7492] lr: 4.999e-02, eta: 6 days, 18:58:19, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0756, top5_acc: 0.2313, loss_cls: 9.9576, loss: 9.9576 2025-08-12 11:25:36,753 - pyskl - INFO - Epoch [2][1800/7492] lr: 4.999e-02, eta: 6 days, 18:57:22, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0816, top5_acc: 0.2450, loss_cls: 9.9158, loss: 9.9158 2025-08-12 11:26:29,444 - pyskl - INFO - Epoch [2][1900/7492] lr: 4.999e-02, eta: 6 days, 18:56:37, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.0887, top5_acc: 0.2425, loss_cls: 9.9704, loss: 9.9704 2025-08-12 11:27:22,474 - pyskl - INFO - Epoch [2][2000/7492] lr: 4.999e-02, eta: 6 days, 18:56:30, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.0766, top5_acc: 0.2459, loss_cls: 9.9642, loss: 9.9642 2025-08-12 11:28:14,945 - pyskl - INFO - Epoch [2][2100/7492] lr: 4.999e-02, eta: 6 days, 18:55:17, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0866, top5_acc: 0.2481, loss_cls: 9.9105, loss: 9.9105 2025-08-12 11:29:08,039 - pyskl - INFO - Epoch [2][2200/7492] lr: 4.999e-02, eta: 6 days, 18:55:17, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.0797, top5_acc: 0.2394, loss_cls: 9.9701, loss: 9.9701 2025-08-12 11:30:00,595 - pyskl - INFO - Epoch [2][2300/7492] lr: 4.999e-02, eta: 6 days, 18:54:14, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.0822, top5_acc: 0.2372, loss_cls: 9.8913, loss: 9.8913 2025-08-12 11:30:53,771 - pyskl - INFO - Epoch [2][2400/7492] lr: 4.999e-02, eta: 6 days, 18:54:21, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.0944, top5_acc: 0.2644, loss_cls: 9.8411, loss: 9.8411 2025-08-12 11:31:46,115 - pyskl - INFO - Epoch [2][2500/7492] lr: 4.999e-02, eta: 6 days, 18:52:55, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0838, top5_acc: 0.2475, loss_cls: 9.8708, loss: 9.8708 2025-08-12 11:32:38,770 - pyskl - INFO - Epoch [2][2600/7492] lr: 4.999e-02, eta: 6 days, 18:52:03, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.0931, top5_acc: 0.2597, loss_cls: 9.9342, loss: 9.9342 2025-08-12 11:33:31,016 - pyskl - INFO - Epoch [2][2700/7492] lr: 4.999e-02, eta: 6 days, 18:50:26, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.0875, top5_acc: 0.2647, loss_cls: 9.8514, loss: 9.8514 2025-08-12 11:34:23,887 - pyskl - INFO - Epoch [2][2800/7492] lr: 4.999e-02, eta: 6 days, 18:49:58, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.0853, top5_acc: 0.2512, loss_cls: 9.9167, loss: 9.9167 2025-08-12 11:35:16,393 - pyskl - INFO - Epoch [2][2900/7492] lr: 4.999e-02, eta: 6 days, 18:48:51, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0909, top5_acc: 0.2734, loss_cls: 9.8451, loss: 9.8451 2025-08-12 11:36:09,253 - pyskl - INFO - Epoch [2][3000/7492] lr: 4.999e-02, eta: 6 days, 18:48:21, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.0938, top5_acc: 0.2600, loss_cls: 9.8033, loss: 9.8033 2025-08-12 11:37:01,746 - pyskl - INFO - Epoch [2][3100/7492] lr: 4.999e-02, eta: 6 days, 18:47:13, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.0969, top5_acc: 0.2559, loss_cls: 9.8832, loss: 9.8832 2025-08-12 11:37:54,453 - pyskl - INFO - Epoch [2][3200/7492] lr: 4.999e-02, eta: 6 days, 18:46:26, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.0900, top5_acc: 0.2584, loss_cls: 9.8224, loss: 9.8224 2025-08-12 11:38:47,173 - pyskl - INFO - Epoch [2][3300/7492] lr: 4.999e-02, eta: 6 days, 18:45:42, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1019, top5_acc: 0.2728, loss_cls: 9.8059, loss: 9.8059 2025-08-12 11:39:39,642 - pyskl - INFO - Epoch [2][3400/7492] lr: 4.999e-02, eta: 6 days, 18:44:31, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1013, top5_acc: 0.2741, loss_cls: 9.7390, loss: 9.7390 2025-08-12 11:40:32,212 - pyskl - INFO - Epoch [2][3500/7492] lr: 4.999e-02, eta: 6 days, 18:43:30, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1031, top5_acc: 0.2694, loss_cls: 9.8294, loss: 9.8294 2025-08-12 11:41:25,127 - pyskl - INFO - Epoch [2][3600/7492] lr: 4.999e-02, eta: 6 days, 18:43:05, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1006, top5_acc: 0.2741, loss_cls: 9.7443, loss: 9.7443 2025-08-12 11:42:17,290 - pyskl - INFO - Epoch [2][3700/7492] lr: 4.999e-02, eta: 6 days, 18:41:25, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1016, top5_acc: 0.2781, loss_cls: 9.7064, loss: 9.7064 2025-08-12 11:43:10,502 - pyskl - INFO - Epoch [2][3800/7492] lr: 4.999e-02, eta: 6 days, 18:41:28, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.0972, top5_acc: 0.2678, loss_cls: 9.7430, loss: 9.7430 2025-08-12 11:44:02,813 - pyskl - INFO - Epoch [2][3900/7492] lr: 4.999e-02, eta: 6 days, 18:40:03, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1028, top5_acc: 0.2716, loss_cls: 9.8089, loss: 9.8089 2025-08-12 11:44:55,759 - pyskl - INFO - Epoch [2][4000/7492] lr: 4.999e-02, eta: 6 days, 18:39:40, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.0984, top5_acc: 0.2791, loss_cls: 9.8093, loss: 9.8093 2025-08-12 11:45:48,529 - pyskl - INFO - Epoch [2][4100/7492] lr: 4.999e-02, eta: 6 days, 18:38:59, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1006, top5_acc: 0.2838, loss_cls: 9.6726, loss: 9.6726 2025-08-12 11:46:41,537 - pyskl - INFO - Epoch [2][4200/7492] lr: 4.999e-02, eta: 6 days, 18:38:40, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1016, top5_acc: 0.2750, loss_cls: 9.7549, loss: 9.7549 2025-08-12 11:47:33,836 - pyskl - INFO - Epoch [2][4300/7492] lr: 4.999e-02, eta: 6 days, 18:37:15, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.0959, top5_acc: 0.2731, loss_cls: 9.7644, loss: 9.7644 2025-08-12 11:48:26,576 - pyskl - INFO - Epoch [2][4400/7492] lr: 4.999e-02, eta: 6 days, 18:36:30, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1016, top5_acc: 0.2819, loss_cls: 9.7307, loss: 9.7307 2025-08-12 11:49:18,788 - pyskl - INFO - Epoch [2][4500/7492] lr: 4.999e-02, eta: 6 days, 18:34:58, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1081, top5_acc: 0.2766, loss_cls: 9.6455, loss: 9.6455 2025-08-12 11:50:11,594 - pyskl - INFO - Epoch [2][4600/7492] lr: 4.999e-02, eta: 6 days, 18:34:20, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.0916, top5_acc: 0.2800, loss_cls: 9.7149, loss: 9.7149 2025-08-12 11:51:05,290 - pyskl - INFO - Epoch [2][4700/7492] lr: 4.999e-02, eta: 6 days, 18:35:03, time: 0.537, data_time: 0.000, memory: 13024, top1_acc: 0.0997, top5_acc: 0.2819, loss_cls: 9.6942, loss: 9.6942 2025-08-12 11:51:58,564 - pyskl - INFO - Epoch [2][4800/7492] lr: 4.999e-02, eta: 6 days, 18:35:06, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.1081, top5_acc: 0.2856, loss_cls: 9.6785, loss: 9.6785 2025-08-12 11:52:51,801 - pyskl - INFO - Epoch [2][4900/7492] lr: 4.999e-02, eta: 6 days, 18:35:05, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.1053, top5_acc: 0.2816, loss_cls: 9.7387, loss: 9.7387 2025-08-12 11:53:44,368 - pyskl - INFO - Epoch [2][5000/7492] lr: 4.998e-02, eta: 6 days, 18:34:04, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1131, top5_acc: 0.2853, loss_cls: 9.6973, loss: 9.6973 2025-08-12 11:54:36,999 - pyskl - INFO - Epoch [2][5100/7492] lr: 4.998e-02, eta: 6 days, 18:33:09, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1131, top5_acc: 0.2988, loss_cls: 9.6376, loss: 9.6376 2025-08-12 11:55:30,241 - pyskl - INFO - Epoch [2][5200/7492] lr: 4.998e-02, eta: 6 days, 18:33:07, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.0978, top5_acc: 0.2791, loss_cls: 9.7390, loss: 9.7390 2025-08-12 11:56:23,169 - pyskl - INFO - Epoch [2][5300/7492] lr: 4.998e-02, eta: 6 days, 18:32:37, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1175, top5_acc: 0.2963, loss_cls: 9.6263, loss: 9.6263 2025-08-12 11:57:16,820 - pyskl - INFO - Epoch [2][5400/7492] lr: 4.998e-02, eta: 6 days, 18:33:09, time: 0.537, data_time: 0.000, memory: 13024, top1_acc: 0.1091, top5_acc: 0.2850, loss_cls: 9.6755, loss: 9.6755 2025-08-12 11:58:09,381 - pyskl - INFO - Epoch [2][5500/7492] lr: 4.998e-02, eta: 6 days, 18:32:06, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1019, top5_acc: 0.2903, loss_cls: 9.6287, loss: 9.6287 2025-08-12 11:59:01,996 - pyskl - INFO - Epoch [2][5600/7492] lr: 4.998e-02, eta: 6 days, 18:31:08, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1031, top5_acc: 0.2847, loss_cls: 9.6694, loss: 9.6694 2025-08-12 11:59:54,736 - pyskl - INFO - Epoch [2][5700/7492] lr: 4.998e-02, eta: 6 days, 18:30:20, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1031, top5_acc: 0.3013, loss_cls: 9.6062, loss: 9.6062 2025-08-12 12:00:47,144 - pyskl - INFO - Epoch [2][5800/7492] lr: 4.998e-02, eta: 6 days, 18:29:06, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1169, top5_acc: 0.2859, loss_cls: 9.6207, loss: 9.6207 2025-08-12 12:01:39,655 - pyskl - INFO - Epoch [2][5900/7492] lr: 4.998e-02, eta: 6 days, 18:27:59, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1109, top5_acc: 0.2950, loss_cls: 9.5867, loss: 9.5867 2025-08-12 12:02:32,170 - pyskl - INFO - Epoch [2][6000/7492] lr: 4.998e-02, eta: 6 days, 18:26:54, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1172, top5_acc: 0.2944, loss_cls: 9.6214, loss: 9.6214 2025-08-12 12:03:24,708 - pyskl - INFO - Epoch [2][6100/7492] lr: 4.998e-02, eta: 6 days, 18:25:50, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1144, top5_acc: 0.3003, loss_cls: 9.6198, loss: 9.6198 2025-08-12 12:04:18,585 - pyskl - INFO - Epoch [2][6200/7492] lr: 4.998e-02, eta: 6 days, 18:26:35, time: 0.539, data_time: 0.000, memory: 13024, top1_acc: 0.1119, top5_acc: 0.3038, loss_cls: 9.6548, loss: 9.6548 2025-08-12 12:05:11,685 - pyskl - INFO - Epoch [2][6300/7492] lr: 4.998e-02, eta: 6 days, 18:26:16, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1156, top5_acc: 0.2894, loss_cls: 9.6088, loss: 9.6088 2025-08-12 12:06:04,887 - pyskl - INFO - Epoch [2][6400/7492] lr: 4.998e-02, eta: 6 days, 18:26:05, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.1222, top5_acc: 0.3038, loss_cls: 9.6072, loss: 9.6072 2025-08-12 12:06:57,269 - pyskl - INFO - Epoch [2][6500/7492] lr: 4.998e-02, eta: 6 days, 18:24:48, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1075, top5_acc: 0.2956, loss_cls: 9.6316, loss: 9.6316 2025-08-12 12:07:50,264 - pyskl - INFO - Epoch [2][6600/7492] lr: 4.998e-02, eta: 6 days, 18:24:20, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1084, top5_acc: 0.3019, loss_cls: 9.5721, loss: 9.5721 2025-08-12 12:08:42,986 - pyskl - INFO - Epoch [2][6700/7492] lr: 4.998e-02, eta: 6 days, 18:23:30, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1119, top5_acc: 0.2928, loss_cls: 9.5051, loss: 9.5051 2025-08-12 12:09:35,695 - pyskl - INFO - Epoch [2][6800/7492] lr: 4.998e-02, eta: 6 days, 18:22:39, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1200, top5_acc: 0.3047, loss_cls: 9.6376, loss: 9.6376 2025-08-12 12:10:28,245 - pyskl - INFO - Epoch [2][6900/7492] lr: 4.998e-02, eta: 6 days, 18:21:36, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1212, top5_acc: 0.3075, loss_cls: 9.5497, loss: 9.5497 2025-08-12 12:11:20,638 - pyskl - INFO - Epoch [2][7000/7492] lr: 4.998e-02, eta: 6 days, 18:20:20, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1178, top5_acc: 0.3013, loss_cls: 9.5544, loss: 9.5544 2025-08-12 12:12:13,447 - pyskl - INFO - Epoch [2][7100/7492] lr: 4.998e-02, eta: 6 days, 18:19:38, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1231, top5_acc: 0.3156, loss_cls: 9.5732, loss: 9.5732 2025-08-12 12:13:06,771 - pyskl - INFO - Epoch [2][7200/7492] lr: 4.998e-02, eta: 6 days, 18:19:33, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.1244, top5_acc: 0.3091, loss_cls: 9.5349, loss: 9.5349 2025-08-12 12:13:59,047 - pyskl - INFO - Epoch [2][7300/7492] lr: 4.998e-02, eta: 6 days, 18:18:09, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1284, top5_acc: 0.3178, loss_cls: 9.5396, loss: 9.5396 2025-08-12 12:14:51,558 - pyskl - INFO - Epoch [2][7400/7492] lr: 4.998e-02, eta: 6 days, 18:17:04, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1147, top5_acc: 0.2997, loss_cls: 9.5751, loss: 9.5751 2025-08-12 12:15:41,000 - pyskl - INFO - Saving checkpoint at 2 epochs 2025-08-12 12:16:30,944 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 12:16:31,687 - pyskl - INFO - top1_acc 0.0866 top5_acc 0.2440 2025-08-12 12:16:31,688 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 12:16:31,724 - pyskl - INFO - mean_acc 0.0866 2025-08-12 12:16:31,775 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_1.pth was removed 2025-08-12 12:16:32,810 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_2.pth. 2025-08-12 12:16:32,811 - pyskl - INFO - Best top1_acc is 0.0866 at 2 epoch. 2025-08-12 12:16:32,822 - pyskl - INFO - Epoch(val) [2][617] top1_acc: 0.0866, top5_acc: 0.2440, mean_class_accuracy: 0.0866 2025-08-12 12:17:53,574 - pyskl - INFO - Epoch [3][100/7492] lr: 4.998e-02, eta: 6 days, 17:50:22, time: 0.807, data_time: 0.285, memory: 13024, top1_acc: 0.1138, top5_acc: 0.2966, loss_cls: 9.5283, loss: 9.5283 2025-08-12 12:18:46,104 - pyskl - INFO - Epoch [3][200/7492] lr: 4.998e-02, eta: 6 days, 17:49:28, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1263, top5_acc: 0.3050, loss_cls: 9.5150, loss: 9.5150 2025-08-12 12:19:38,896 - pyskl - INFO - Epoch [3][300/7492] lr: 4.998e-02, eta: 6 days, 17:48:53, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1216, top5_acc: 0.3222, loss_cls: 9.4911, loss: 9.4911 2025-08-12 12:20:31,610 - pyskl - INFO - Epoch [3][400/7492] lr: 4.998e-02, eta: 6 days, 17:48:13, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1266, top5_acc: 0.3025, loss_cls: 9.5105, loss: 9.5105 2025-08-12 12:21:24,022 - pyskl - INFO - Epoch [3][500/7492] lr: 4.998e-02, eta: 6 days, 17:47:10, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1197, top5_acc: 0.3100, loss_cls: 9.4663, loss: 9.4663 2025-08-12 12:22:16,705 - pyskl - INFO - Epoch [3][600/7492] lr: 4.998e-02, eta: 6 days, 17:46:27, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1144, top5_acc: 0.3137, loss_cls: 9.5545, loss: 9.5545 2025-08-12 12:23:09,515 - pyskl - INFO - Epoch [3][700/7492] lr: 4.998e-02, eta: 6 days, 17:45:52, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1313, top5_acc: 0.3225, loss_cls: 9.4026, loss: 9.4026 2025-08-12 12:24:02,282 - pyskl - INFO - Epoch [3][800/7492] lr: 4.998e-02, eta: 6 days, 17:45:15, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1191, top5_acc: 0.3147, loss_cls: 9.5310, loss: 9.5310 2025-08-12 12:24:54,628 - pyskl - INFO - Epoch [3][900/7492] lr: 4.998e-02, eta: 6 days, 17:44:08, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1331, top5_acc: 0.3316, loss_cls: 9.4285, loss: 9.4285 2025-08-12 12:25:47,346 - pyskl - INFO - Epoch [3][1000/7492] lr: 4.998e-02, eta: 6 days, 17:43:26, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1228, top5_acc: 0.3100, loss_cls: 9.5171, loss: 9.5171 2025-08-12 12:26:40,034 - pyskl - INFO - Epoch [3][1100/7492] lr: 4.997e-02, eta: 6 days, 17:42:43, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1338, top5_acc: 0.3191, loss_cls: 9.4867, loss: 9.4867 2025-08-12 12:27:32,708 - pyskl - INFO - Epoch [3][1200/7492] lr: 4.997e-02, eta: 6 days, 17:41:58, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1250, top5_acc: 0.3181, loss_cls: 9.4819, loss: 9.4819 2025-08-12 12:28:25,485 - pyskl - INFO - Epoch [3][1300/7492] lr: 4.997e-02, eta: 6 days, 17:41:21, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1122, top5_acc: 0.3100, loss_cls: 9.5461, loss: 9.5461 2025-08-12 12:29:18,566 - pyskl - INFO - Epoch [3][1400/7492] lr: 4.997e-02, eta: 6 days, 17:41:03, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1206, top5_acc: 0.3278, loss_cls: 9.3762, loss: 9.3762 2025-08-12 12:30:11,324 - pyskl - INFO - Epoch [3][1500/7492] lr: 4.997e-02, eta: 6 days, 17:40:24, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1256, top5_acc: 0.3278, loss_cls: 9.3818, loss: 9.3818 2025-08-12 12:31:03,788 - pyskl - INFO - Epoch [3][1600/7492] lr: 4.997e-02, eta: 6 days, 17:39:25, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1334, top5_acc: 0.3284, loss_cls: 9.5131, loss: 9.5131 2025-08-12 12:31:56,511 - pyskl - INFO - Epoch [3][1700/7492] lr: 4.997e-02, eta: 6 days, 17:38:43, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1294, top5_acc: 0.3175, loss_cls: 9.3985, loss: 9.3985 2025-08-12 12:32:48,804 - pyskl - INFO - Epoch [3][1800/7492] lr: 4.997e-02, eta: 6 days, 17:37:33, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1181, top5_acc: 0.3069, loss_cls: 9.5189, loss: 9.5189 2025-08-12 12:33:41,600 - pyskl - INFO - Epoch [3][1900/7492] lr: 4.997e-02, eta: 6 days, 17:36:56, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1284, top5_acc: 0.3222, loss_cls: 9.4272, loss: 9.4272 2025-08-12 12:34:34,290 - pyskl - INFO - Epoch [3][2000/7492] lr: 4.997e-02, eta: 6 days, 17:36:11, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1253, top5_acc: 0.3206, loss_cls: 9.4149, loss: 9.4149 2025-08-12 12:35:27,716 - pyskl - INFO - Epoch [3][2100/7492] lr: 4.997e-02, eta: 6 days, 17:36:15, time: 0.534, data_time: 0.000, memory: 13024, top1_acc: 0.1219, top5_acc: 0.3025, loss_cls: 9.4929, loss: 9.4929 2025-08-12 12:36:20,393 - pyskl - INFO - Epoch [3][2200/7492] lr: 4.997e-02, eta: 6 days, 17:35:29, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1294, top5_acc: 0.3203, loss_cls: 9.4494, loss: 9.4494 2025-08-12 12:37:12,967 - pyskl - INFO - Epoch [3][2300/7492] lr: 4.997e-02, eta: 6 days, 17:34:37, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1341, top5_acc: 0.3259, loss_cls: 9.3337, loss: 9.3337 2025-08-12 12:38:06,422 - pyskl - INFO - Epoch [3][2400/7492] lr: 4.997e-02, eta: 6 days, 17:34:41, time: 0.535, data_time: 0.000, memory: 13024, top1_acc: 0.1266, top5_acc: 0.3091, loss_cls: 9.4293, loss: 9.4293 2025-08-12 12:38:59,985 - pyskl - INFO - Epoch [3][2500/7492] lr: 4.997e-02, eta: 6 days, 17:34:51, time: 0.536, data_time: 0.000, memory: 13024, top1_acc: 0.1281, top5_acc: 0.3162, loss_cls: 9.4680, loss: 9.4680 2025-08-12 12:39:53,501 - pyskl - INFO - Epoch [3][2600/7492] lr: 4.997e-02, eta: 6 days, 17:34:57, time: 0.535, data_time: 0.000, memory: 13024, top1_acc: 0.1231, top5_acc: 0.3194, loss_cls: 9.4901, loss: 9.4901 2025-08-12 12:40:46,160 - pyskl - INFO - Epoch [3][2700/7492] lr: 4.997e-02, eta: 6 days, 17:34:09, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1431, top5_acc: 0.3322, loss_cls: 9.4391, loss: 9.4391 2025-08-12 12:41:39,333 - pyskl - INFO - Epoch [3][2800/7492] lr: 4.997e-02, eta: 6 days, 17:33:53, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.1328, top5_acc: 0.3216, loss_cls: 9.4310, loss: 9.4310 2025-08-12 12:42:32,330 - pyskl - INFO - Epoch [3][2900/7492] lr: 4.997e-02, eta: 6 days, 17:33:26, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1322, top5_acc: 0.3222, loss_cls: 9.4091, loss: 9.4091 2025-08-12 12:43:24,894 - pyskl - INFO - Epoch [3][3000/7492] lr: 4.997e-02, eta: 6 days, 17:32:32, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1300, top5_acc: 0.3134, loss_cls: 9.4469, loss: 9.4469 2025-08-12 12:44:17,486 - pyskl - INFO - Epoch [3][3100/7492] lr: 4.997e-02, eta: 6 days, 17:31:39, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1291, top5_acc: 0.3306, loss_cls: 9.4073, loss: 9.4073 2025-08-12 12:45:09,700 - pyskl - INFO - Epoch [3][3200/7492] lr: 4.997e-02, eta: 6 days, 17:30:24, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1450, top5_acc: 0.3469, loss_cls: 9.3323, loss: 9.3323 2025-08-12 12:46:02,588 - pyskl - INFO - Epoch [3][3300/7492] lr: 4.997e-02, eta: 6 days, 17:29:49, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1278, top5_acc: 0.3256, loss_cls: 9.3831, loss: 9.3831 2025-08-12 12:46:55,348 - pyskl - INFO - Epoch [3][3400/7492] lr: 4.997e-02, eta: 6 days, 17:29:06, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1306, top5_acc: 0.3319, loss_cls: 9.4248, loss: 9.4248 2025-08-12 12:47:48,286 - pyskl - INFO - Epoch [3][3500/7492] lr: 4.997e-02, eta: 6 days, 17:28:35, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1209, top5_acc: 0.3187, loss_cls: 9.4304, loss: 9.4304 2025-08-12 12:48:41,312 - pyskl - INFO - Epoch [3][3600/7492] lr: 4.997e-02, eta: 6 days, 17:28:08, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1347, top5_acc: 0.3331, loss_cls: 9.4164, loss: 9.4164 2025-08-12 12:49:34,221 - pyskl - INFO - Epoch [3][3700/7492] lr: 4.997e-02, eta: 6 days, 17:27:34, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1250, top5_acc: 0.3181, loss_cls: 9.4297, loss: 9.4297 2025-08-12 12:50:27,468 - pyskl - INFO - Epoch [3][3800/7492] lr: 4.997e-02, eta: 6 days, 17:27:19, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.1319, top5_acc: 0.3294, loss_cls: 9.4122, loss: 9.4122 2025-08-12 12:51:20,831 - pyskl - INFO - Epoch [3][3900/7492] lr: 4.997e-02, eta: 6 days, 17:27:11, time: 0.534, data_time: 0.000, memory: 13024, top1_acc: 0.1222, top5_acc: 0.3434, loss_cls: 9.3680, loss: 9.3680 2025-08-12 12:52:13,744 - pyskl - INFO - Epoch [3][4000/7492] lr: 4.996e-02, eta: 6 days, 17:26:37, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1328, top5_acc: 0.3400, loss_cls: 9.3756, loss: 9.3756 2025-08-12 12:53:06,790 - pyskl - INFO - Epoch [3][4100/7492] lr: 4.996e-02, eta: 6 days, 17:26:10, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1356, top5_acc: 0.3403, loss_cls: 9.3159, loss: 9.3159 2025-08-12 12:53:59,471 - pyskl - INFO - Epoch [3][4200/7492] lr: 4.996e-02, eta: 6 days, 17:25:21, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1334, top5_acc: 0.3287, loss_cls: 9.4094, loss: 9.4094 2025-08-12 12:54:52,289 - pyskl - INFO - Epoch [3][4300/7492] lr: 4.996e-02, eta: 6 days, 17:24:40, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1319, top5_acc: 0.3347, loss_cls: 9.3988, loss: 9.3988 2025-08-12 12:55:44,980 - pyskl - INFO - Epoch [3][4400/7492] lr: 4.996e-02, eta: 6 days, 17:23:53, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1297, top5_acc: 0.3269, loss_cls: 9.4045, loss: 9.4045 2025-08-12 12:56:37,372 - pyskl - INFO - Epoch [3][4500/7492] lr: 4.996e-02, eta: 6 days, 17:22:47, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1353, top5_acc: 0.3444, loss_cls: 9.4009, loss: 9.4009 2025-08-12 12:57:29,739 - pyskl - INFO - Epoch [3][4600/7492] lr: 4.996e-02, eta: 6 days, 17:21:41, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1328, top5_acc: 0.3391, loss_cls: 9.3628, loss: 9.3628 2025-08-12 12:58:22,344 - pyskl - INFO - Epoch [3][4700/7492] lr: 4.996e-02, eta: 6 days, 17:20:48, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1303, top5_acc: 0.3381, loss_cls: 9.4661, loss: 9.4661 2025-08-12 12:59:15,695 - pyskl - INFO - Epoch [3][4800/7492] lr: 4.996e-02, eta: 6 days, 17:20:37, time: 0.534, data_time: 0.000, memory: 13024, top1_acc: 0.1269, top5_acc: 0.3234, loss_cls: 9.4371, loss: 9.4371 2025-08-12 13:00:08,477 - pyskl - INFO - Epoch [3][4900/7492] lr: 4.996e-02, eta: 6 days, 17:19:54, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1431, top5_acc: 0.3469, loss_cls: 9.3232, loss: 9.3232 2025-08-12 13:01:01,776 - pyskl - INFO - Epoch [3][5000/7492] lr: 4.996e-02, eta: 6 days, 17:19:39, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.1344, top5_acc: 0.3378, loss_cls: 9.3747, loss: 9.3747 2025-08-12 13:01:54,477 - pyskl - INFO - Epoch [3][5100/7492] lr: 4.996e-02, eta: 6 days, 17:18:51, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1359, top5_acc: 0.3272, loss_cls: 9.4167, loss: 9.4167 2025-08-12 13:02:47,186 - pyskl - INFO - Epoch [3][5200/7492] lr: 4.996e-02, eta: 6 days, 17:18:04, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1416, top5_acc: 0.3291, loss_cls: 9.3728, loss: 9.3728 2025-08-12 13:03:39,767 - pyskl - INFO - Epoch [3][5300/7492] lr: 4.996e-02, eta: 6 days, 17:17:09, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1419, top5_acc: 0.3384, loss_cls: 9.3296, loss: 9.3296 2025-08-12 13:04:32,066 - pyskl - INFO - Epoch [3][5400/7492] lr: 4.996e-02, eta: 6 days, 17:15:59, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1466, top5_acc: 0.3456, loss_cls: 9.3342, loss: 9.3342 2025-08-12 13:05:24,940 - pyskl - INFO - Epoch [3][5500/7492] lr: 4.996e-02, eta: 6 days, 17:15:21, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1525, top5_acc: 0.3469, loss_cls: 9.3046, loss: 9.3046 2025-08-12 13:06:17,661 - pyskl - INFO - Epoch [3][5600/7492] lr: 4.996e-02, eta: 6 days, 17:14:34, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1369, top5_acc: 0.3397, loss_cls: 9.3600, loss: 9.3600 2025-08-12 13:07:10,843 - pyskl - INFO - Epoch [3][5700/7492] lr: 4.996e-02, eta: 6 days, 17:14:11, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.1359, top5_acc: 0.3459, loss_cls: 9.3604, loss: 9.3604 2025-08-12 13:08:03,364 - pyskl - INFO - Epoch [3][5800/7492] lr: 4.996e-02, eta: 6 days, 17:13:13, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1409, top5_acc: 0.3444, loss_cls: 9.2896, loss: 9.2896 2025-08-12 13:08:56,654 - pyskl - INFO - Epoch [3][5900/7492] lr: 4.996e-02, eta: 6 days, 17:12:56, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.1331, top5_acc: 0.3284, loss_cls: 9.4094, loss: 9.4094 2025-08-12 13:09:49,421 - pyskl - INFO - Epoch [3][6000/7492] lr: 4.996e-02, eta: 6 days, 17:12:11, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1419, top5_acc: 0.3544, loss_cls: 9.2565, loss: 9.2565 2025-08-12 13:10:42,745 - pyskl - INFO - Epoch [3][6100/7492] lr: 4.996e-02, eta: 6 days, 17:11:55, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.1409, top5_acc: 0.3459, loss_cls: 9.2674, loss: 9.2674 2025-08-12 13:11:36,324 - pyskl - INFO - Epoch [3][6200/7492] lr: 4.996e-02, eta: 6 days, 17:11:52, time: 0.536, data_time: 0.000, memory: 13024, top1_acc: 0.1506, top5_acc: 0.3544, loss_cls: 9.2028, loss: 9.2028 2025-08-12 13:12:29,120 - pyskl - INFO - Epoch [3][6300/7492] lr: 4.996e-02, eta: 6 days, 17:11:08, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1419, top5_acc: 0.3334, loss_cls: 9.3204, loss: 9.3204 2025-08-12 13:13:21,979 - pyskl - INFO - Epoch [3][6400/7492] lr: 4.996e-02, eta: 6 days, 17:10:27, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1331, top5_acc: 0.3347, loss_cls: 9.3741, loss: 9.3741 2025-08-12 13:14:14,935 - pyskl - INFO - Epoch [3][6500/7492] lr: 4.995e-02, eta: 6 days, 17:09:51, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1400, top5_acc: 0.3331, loss_cls: 9.3452, loss: 9.3452 2025-08-12 13:15:08,000 - pyskl - INFO - Epoch [3][6600/7492] lr: 4.995e-02, eta: 6 days, 17:09:20, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1406, top5_acc: 0.3469, loss_cls: 9.3014, loss: 9.3014 2025-08-12 13:16:00,948 - pyskl - INFO - Epoch [3][6700/7492] lr: 4.995e-02, eta: 6 days, 17:08:44, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1441, top5_acc: 0.3409, loss_cls: 9.3246, loss: 9.3246 2025-08-12 13:16:54,094 - pyskl - INFO - Epoch [3][6800/7492] lr: 4.995e-02, eta: 6 days, 17:08:17, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1484, top5_acc: 0.3553, loss_cls: 9.2554, loss: 9.2554 2025-08-12 13:17:46,979 - pyskl - INFO - Epoch [3][6900/7492] lr: 4.995e-02, eta: 6 days, 17:07:36, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1412, top5_acc: 0.3469, loss_cls: 9.2820, loss: 9.2820 2025-08-12 13:18:40,076 - pyskl - INFO - Epoch [3][7000/7492] lr: 4.995e-02, eta: 6 days, 17:07:06, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1388, top5_acc: 0.3353, loss_cls: 9.3646, loss: 9.3646 2025-08-12 13:19:33,299 - pyskl - INFO - Epoch [3][7100/7492] lr: 4.995e-02, eta: 6 days, 17:06:43, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.1388, top5_acc: 0.3341, loss_cls: 9.3903, loss: 9.3903 2025-08-12 13:20:26,385 - pyskl - INFO - Epoch [3][7200/7492] lr: 4.995e-02, eta: 6 days, 17:06:12, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1347, top5_acc: 0.3359, loss_cls: 9.3558, loss: 9.3558 2025-08-12 13:21:19,075 - pyskl - INFO - Epoch [3][7300/7492] lr: 4.995e-02, eta: 6 days, 17:05:21, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1491, top5_acc: 0.3547, loss_cls: 9.1983, loss: 9.1983 2025-08-12 13:22:11,380 - pyskl - INFO - Epoch [3][7400/7492] lr: 4.995e-02, eta: 6 days, 17:04:12, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1425, top5_acc: 0.3494, loss_cls: 9.3029, loss: 9.3029 2025-08-12 13:23:00,382 - pyskl - INFO - Saving checkpoint at 3 epochs 2025-08-12 13:23:55,652 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 13:23:56,396 - pyskl - INFO - top1_acc 0.1075 top5_acc 0.2865 2025-08-12 13:23:56,396 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 13:23:56,441 - pyskl - INFO - mean_acc 0.1076 2025-08-12 13:23:56,508 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_2.pth was removed 2025-08-12 13:23:57,465 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_3.pth. 2025-08-12 13:23:57,466 - pyskl - INFO - Best top1_acc is 0.1075 at 3 epoch. 2025-08-12 13:23:57,492 - pyskl - INFO - Epoch(val) [3][617] top1_acc: 0.1075, top5_acc: 0.2865, mean_class_accuracy: 0.1076 2025-08-12 13:25:21,443 - pyskl - INFO - Epoch [4][100/7492] lr: 4.995e-02, eta: 6 days, 16:48:35, time: 0.839, data_time: 0.305, memory: 13024, top1_acc: 0.1372, top5_acc: 0.3475, loss_cls: 9.2200, loss: 9.2200 2025-08-12 13:26:14,412 - pyskl - INFO - Epoch [4][200/7492] lr: 4.995e-02, eta: 6 days, 16:48:01, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1422, top5_acc: 0.3441, loss_cls: 9.2739, loss: 9.2739 2025-08-12 13:27:06,672 - pyskl - INFO - Epoch [4][300/7492] lr: 4.995e-02, eta: 6 days, 16:46:54, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1403, top5_acc: 0.3387, loss_cls: 9.2922, loss: 9.2922 2025-08-12 13:27:59,505 - pyskl - INFO - Epoch [4][400/7492] lr: 4.995e-02, eta: 6 days, 16:46:14, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1437, top5_acc: 0.3559, loss_cls: 9.2491, loss: 9.2491 2025-08-12 13:28:51,859 - pyskl - INFO - Epoch [4][500/7492] lr: 4.995e-02, eta: 6 days, 16:45:11, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1372, top5_acc: 0.3441, loss_cls: 9.3602, loss: 9.3602 2025-08-12 13:29:44,271 - pyskl - INFO - Epoch [4][600/7492] lr: 4.995e-02, eta: 6 days, 16:44:11, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1547, top5_acc: 0.3619, loss_cls: 9.1744, loss: 9.1744 2025-08-12 13:30:36,624 - pyskl - INFO - Epoch [4][700/7492] lr: 4.995e-02, eta: 6 days, 16:43:08, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1456, top5_acc: 0.3553, loss_cls: 9.2288, loss: 9.2288 2025-08-12 13:31:29,026 - pyskl - INFO - Epoch [4][800/7492] lr: 4.995e-02, eta: 6 days, 16:42:07, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1356, top5_acc: 0.3269, loss_cls: 9.3612, loss: 9.3612 2025-08-12 13:32:21,570 - pyskl - INFO - Epoch [4][900/7492] lr: 4.995e-02, eta: 6 days, 16:41:13, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1481, top5_acc: 0.3481, loss_cls: 9.2994, loss: 9.2994 2025-08-12 13:33:14,118 - pyskl - INFO - Epoch [4][1000/7492] lr: 4.995e-02, eta: 6 days, 16:40:20, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1437, top5_acc: 0.3403, loss_cls: 9.2801, loss: 9.2801 2025-08-12 13:34:06,545 - pyskl - INFO - Epoch [4][1100/7492] lr: 4.995e-02, eta: 6 days, 16:39:21, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1478, top5_acc: 0.3547, loss_cls: 9.3228, loss: 9.3228 2025-08-12 13:34:58,925 - pyskl - INFO - Epoch [4][1200/7492] lr: 4.995e-02, eta: 6 days, 16:38:19, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1428, top5_acc: 0.3403, loss_cls: 9.3433, loss: 9.3433 2025-08-12 13:35:51,776 - pyskl - INFO - Epoch [4][1300/7492] lr: 4.994e-02, eta: 6 days, 16:37:40, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1559, top5_acc: 0.3503, loss_cls: 9.2033, loss: 9.2033 2025-08-12 13:36:44,336 - pyskl - INFO - Epoch [4][1400/7492] lr: 4.994e-02, eta: 6 days, 16:36:47, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1475, top5_acc: 0.3387, loss_cls: 9.2926, loss: 9.2926 2025-08-12 13:37:37,022 - pyskl - INFO - Epoch [4][1500/7492] lr: 4.994e-02, eta: 6 days, 16:36:00, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1562, top5_acc: 0.3578, loss_cls: 9.1879, loss: 9.1879 2025-08-12 13:38:29,473 - pyskl - INFO - Epoch [4][1600/7492] lr: 4.994e-02, eta: 6 days, 16:35:02, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1512, top5_acc: 0.3591, loss_cls: 9.3071, loss: 9.3071 2025-08-12 13:39:21,952 - pyskl - INFO - Epoch [4][1700/7492] lr: 4.994e-02, eta: 6 days, 16:34:05, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1459, top5_acc: 0.3378, loss_cls: 9.2893, loss: 9.2893 2025-08-12 13:40:14,523 - pyskl - INFO - Epoch [4][1800/7492] lr: 4.994e-02, eta: 6 days, 16:33:13, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1450, top5_acc: 0.3516, loss_cls: 9.2235, loss: 9.2235 2025-08-12 13:41:07,156 - pyskl - INFO - Epoch [4][1900/7492] lr: 4.994e-02, eta: 6 days, 16:32:23, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1428, top5_acc: 0.3531, loss_cls: 9.2734, loss: 9.2734 2025-08-12 13:41:59,639 - pyskl - INFO - Epoch [4][2000/7492] lr: 4.994e-02, eta: 6 days, 16:31:27, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1500, top5_acc: 0.3531, loss_cls: 9.1330, loss: 9.1330 2025-08-12 13:42:52,098 - pyskl - INFO - Epoch [4][2100/7492] lr: 4.994e-02, eta: 6 days, 16:30:29, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1416, top5_acc: 0.3394, loss_cls: 9.3159, loss: 9.3159 2025-08-12 13:43:44,674 - pyskl - INFO - Epoch [4][2200/7492] lr: 4.994e-02, eta: 6 days, 16:29:37, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1622, top5_acc: 0.3584, loss_cls: 9.2143, loss: 9.2143 2025-08-12 13:44:37,124 - pyskl - INFO - Epoch [4][2300/7492] lr: 4.994e-02, eta: 6 days, 16:28:39, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1525, top5_acc: 0.3653, loss_cls: 9.1908, loss: 9.1908 2025-08-12 13:45:29,927 - pyskl - INFO - Epoch [4][2400/7492] lr: 4.994e-02, eta: 6 days, 16:27:57, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1497, top5_acc: 0.3663, loss_cls: 9.2194, loss: 9.2194 2025-08-12 13:46:22,460 - pyskl - INFO - Epoch [4][2500/7492] lr: 4.994e-02, eta: 6 days, 16:27:03, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1431, top5_acc: 0.3406, loss_cls: 9.2551, loss: 9.2551 2025-08-12 13:47:14,970 - pyskl - INFO - Epoch [4][2600/7492] lr: 4.994e-02, eta: 6 days, 16:26:08, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1462, top5_acc: 0.3563, loss_cls: 9.2175, loss: 9.2175 2025-08-12 13:48:07,531 - pyskl - INFO - Epoch [4][2700/7492] lr: 4.994e-02, eta: 6 days, 16:25:15, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1519, top5_acc: 0.3584, loss_cls: 9.1864, loss: 9.1864 2025-08-12 13:48:59,977 - pyskl - INFO - Epoch [4][2800/7492] lr: 4.994e-02, eta: 6 days, 16:24:17, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1525, top5_acc: 0.3744, loss_cls: 9.1996, loss: 9.1996 2025-08-12 13:49:52,330 - pyskl - INFO - Epoch [4][2900/7492] lr: 4.994e-02, eta: 6 days, 16:23:15, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1522, top5_acc: 0.3691, loss_cls: 9.2119, loss: 9.2119 2025-08-12 13:50:44,854 - pyskl - INFO - Epoch [4][3000/7492] lr: 4.994e-02, eta: 6 days, 16:22:21, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1434, top5_acc: 0.3519, loss_cls: 9.3297, loss: 9.3297 2025-08-12 13:51:37,542 - pyskl - INFO - Epoch [4][3100/7492] lr: 4.994e-02, eta: 6 days, 16:21:34, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1472, top5_acc: 0.3394, loss_cls: 9.2479, loss: 9.2479 2025-08-12 13:52:30,041 - pyskl - INFO - Epoch [4][3200/7492] lr: 4.994e-02, eta: 6 days, 16:20:38, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1537, top5_acc: 0.3588, loss_cls: 9.2142, loss: 9.2142 2025-08-12 13:53:22,536 - pyskl - INFO - Epoch [4][3300/7492] lr: 4.994e-02, eta: 6 days, 16:19:43, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1512, top5_acc: 0.3684, loss_cls: 9.2686, loss: 9.2686 2025-08-12 13:54:15,110 - pyskl - INFO - Epoch [4][3400/7492] lr: 4.993e-02, eta: 6 days, 16:18:50, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1406, top5_acc: 0.3594, loss_cls: 9.1915, loss: 9.1915 2025-08-12 13:55:07,789 - pyskl - INFO - Epoch [4][3500/7492] lr: 4.993e-02, eta: 6 days, 16:18:02, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1475, top5_acc: 0.3594, loss_cls: 9.1946, loss: 9.1946 2025-08-12 13:56:00,441 - pyskl - INFO - Epoch [4][3600/7492] lr: 4.993e-02, eta: 6 days, 16:17:13, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1537, top5_acc: 0.3669, loss_cls: 9.2083, loss: 9.2083 2025-08-12 13:56:52,969 - pyskl - INFO - Epoch [4][3700/7492] lr: 4.993e-02, eta: 6 days, 16:16:19, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1484, top5_acc: 0.3503, loss_cls: 9.2608, loss: 9.2608 2025-08-12 13:57:45,457 - pyskl - INFO - Epoch [4][3800/7492] lr: 4.993e-02, eta: 6 days, 16:15:24, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1494, top5_acc: 0.3594, loss_cls: 9.2731, loss: 9.2731 2025-08-12 13:58:37,998 - pyskl - INFO - Epoch [4][3900/7492] lr: 4.993e-02, eta: 6 days, 16:14:30, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1481, top5_acc: 0.3622, loss_cls: 9.2439, loss: 9.2439 2025-08-12 13:59:30,633 - pyskl - INFO - Epoch [4][4000/7492] lr: 4.993e-02, eta: 6 days, 16:13:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1603, top5_acc: 0.3762, loss_cls: 9.1717, loss: 9.1717 2025-08-12 14:00:23,185 - pyskl - INFO - Epoch [4][4100/7492] lr: 4.993e-02, eta: 6 days, 16:12:47, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1406, top5_acc: 0.3522, loss_cls: 9.2337, loss: 9.2337 2025-08-12 14:01:15,811 - pyskl - INFO - Epoch [4][4200/7492] lr: 4.993e-02, eta: 6 days, 16:11:57, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1588, top5_acc: 0.3625, loss_cls: 9.1644, loss: 9.1644 2025-08-12 14:02:08,580 - pyskl - INFO - Epoch [4][4300/7492] lr: 4.993e-02, eta: 6 days, 16:11:13, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1600, top5_acc: 0.3641, loss_cls: 9.1063, loss: 9.1063 2025-08-12 14:03:01,107 - pyskl - INFO - Epoch [4][4400/7492] lr: 4.993e-02, eta: 6 days, 16:10:18, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1441, top5_acc: 0.3522, loss_cls: 9.3194, loss: 9.3194 2025-08-12 14:03:53,619 - pyskl - INFO - Epoch [4][4500/7492] lr: 4.993e-02, eta: 6 days, 16:09:24, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1559, top5_acc: 0.3756, loss_cls: 9.1633, loss: 9.1633 2025-08-12 14:04:46,346 - pyskl - INFO - Epoch [4][4600/7492] lr: 4.993e-02, eta: 6 days, 16:08:37, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1472, top5_acc: 0.3516, loss_cls: 9.3026, loss: 9.3026 2025-08-12 14:05:38,931 - pyskl - INFO - Epoch [4][4700/7492] lr: 4.993e-02, eta: 6 days, 16:07:46, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1522, top5_acc: 0.3609, loss_cls: 9.1400, loss: 9.1400 2025-08-12 14:06:31,676 - pyskl - INFO - Epoch [4][4800/7492] lr: 4.993e-02, eta: 6 days, 16:07:00, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1534, top5_acc: 0.3581, loss_cls: 9.1376, loss: 9.1376 2025-08-12 14:07:24,116 - pyskl - INFO - Epoch [4][4900/7492] lr: 4.993e-02, eta: 6 days, 16:06:02, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1572, top5_acc: 0.3650, loss_cls: 9.1314, loss: 9.1314 2025-08-12 14:08:16,641 - pyskl - INFO - Epoch [4][5000/7492] lr: 4.993e-02, eta: 6 days, 16:05:08, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1494, top5_acc: 0.3616, loss_cls: 9.2007, loss: 9.2007 2025-08-12 14:09:09,340 - pyskl - INFO - Epoch [4][5100/7492] lr: 4.993e-02, eta: 6 days, 16:04:21, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1575, top5_acc: 0.3688, loss_cls: 9.1888, loss: 9.1888 2025-08-12 14:10:01,697 - pyskl - INFO - Epoch [4][5200/7492] lr: 4.993e-02, eta: 6 days, 16:03:20, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1516, top5_acc: 0.3575, loss_cls: 9.1728, loss: 9.1728 2025-08-12 14:10:54,382 - pyskl - INFO - Epoch [4][5300/7492] lr: 4.992e-02, eta: 6 days, 16:02:32, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1544, top5_acc: 0.3566, loss_cls: 9.1899, loss: 9.1899 2025-08-12 14:11:47,003 - pyskl - INFO - Epoch [4][5400/7492] lr: 4.992e-02, eta: 6 days, 16:01:41, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1516, top5_acc: 0.3603, loss_cls: 9.1443, loss: 9.1443 2025-08-12 14:12:39,669 - pyskl - INFO - Epoch [4][5500/7492] lr: 4.992e-02, eta: 6 days, 16:00:53, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1531, top5_acc: 0.3600, loss_cls: 9.1725, loss: 9.1725 2025-08-12 14:13:33,020 - pyskl - INFO - Epoch [4][5600/7492] lr: 4.992e-02, eta: 6 days, 16:00:31, time: 0.534, data_time: 0.000, memory: 13024, top1_acc: 0.1491, top5_acc: 0.3434, loss_cls: 9.2129, loss: 9.2129 2025-08-12 14:14:25,792 - pyskl - INFO - Epoch [4][5700/7492] lr: 4.992e-02, eta: 6 days, 15:59:46, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1541, top5_acc: 0.3644, loss_cls: 9.1232, loss: 9.1232 2025-08-12 14:15:18,907 - pyskl - INFO - Epoch [4][5800/7492] lr: 4.992e-02, eta: 6 days, 15:59:14, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1762, top5_acc: 0.3803, loss_cls: 9.0701, loss: 9.0701 2025-08-12 14:16:11,360 - pyskl - INFO - Epoch [4][5900/7492] lr: 4.992e-02, eta: 6 days, 15:58:17, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1619, top5_acc: 0.3725, loss_cls: 9.1483, loss: 9.1483 2025-08-12 14:17:03,803 - pyskl - INFO - Epoch [4][6000/7492] lr: 4.992e-02, eta: 6 days, 15:57:19, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1656, top5_acc: 0.3675, loss_cls: 9.1310, loss: 9.1310 2025-08-12 14:17:56,304 - pyskl - INFO - Epoch [4][6100/7492] lr: 4.992e-02, eta: 6 days, 15:56:24, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1588, top5_acc: 0.3600, loss_cls: 9.2094, loss: 9.2094 2025-08-12 14:18:48,834 - pyskl - INFO - Epoch [4][6200/7492] lr: 4.992e-02, eta: 6 days, 15:55:30, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1497, top5_acc: 0.3650, loss_cls: 9.2605, loss: 9.2605 2025-08-12 14:19:41,404 - pyskl - INFO - Epoch [4][6300/7492] lr: 4.992e-02, eta: 6 days, 15:54:37, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1550, top5_acc: 0.3703, loss_cls: 9.1080, loss: 9.1080 2025-08-12 14:20:33,868 - pyskl - INFO - Epoch [4][6400/7492] lr: 4.992e-02, eta: 6 days, 15:53:41, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1456, top5_acc: 0.3706, loss_cls: 9.1779, loss: 9.1779 2025-08-12 14:21:26,570 - pyskl - INFO - Epoch [4][6500/7492] lr: 4.992e-02, eta: 6 days, 15:52:53, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1638, top5_acc: 0.3766, loss_cls: 9.1551, loss: 9.1551 2025-08-12 14:22:19,005 - pyskl - INFO - Epoch [4][6600/7492] lr: 4.992e-02, eta: 6 days, 15:51:55, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1497, top5_acc: 0.3672, loss_cls: 9.2117, loss: 9.2117 2025-08-12 14:23:11,912 - pyskl - INFO - Epoch [4][6700/7492] lr: 4.992e-02, eta: 6 days, 15:51:15, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1531, top5_acc: 0.3678, loss_cls: 9.2430, loss: 9.2430 2025-08-12 14:24:04,582 - pyskl - INFO - Epoch [4][6800/7492] lr: 4.992e-02, eta: 6 days, 15:50:26, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1512, top5_acc: 0.3659, loss_cls: 9.2002, loss: 9.2002 2025-08-12 14:24:57,409 - pyskl - INFO - Epoch [4][6900/7492] lr: 4.992e-02, eta: 6 days, 15:49:43, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1641, top5_acc: 0.3681, loss_cls: 9.1334, loss: 9.1334 2025-08-12 14:25:49,983 - pyskl - INFO - Epoch [4][7000/7492] lr: 4.992e-02, eta: 6 days, 15:48:50, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1569, top5_acc: 0.3653, loss_cls: 9.1438, loss: 9.1438 2025-08-12 14:26:42,528 - pyskl - INFO - Epoch [4][7100/7492] lr: 4.991e-02, eta: 6 days, 15:47:57, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1603, top5_acc: 0.3678, loss_cls: 9.1286, loss: 9.1286 2025-08-12 14:27:34,821 - pyskl - INFO - Epoch [4][7200/7492] lr: 4.991e-02, eta: 6 days, 15:46:54, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1709, top5_acc: 0.3819, loss_cls: 9.1117, loss: 9.1117 2025-08-12 14:28:27,745 - pyskl - INFO - Epoch [4][7300/7492] lr: 4.991e-02, eta: 6 days, 15:46:14, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1556, top5_acc: 0.3750, loss_cls: 9.1241, loss: 9.1241 2025-08-12 14:29:20,354 - pyskl - INFO - Epoch [4][7400/7492] lr: 4.991e-02, eta: 6 days, 15:45:23, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1597, top5_acc: 0.3750, loss_cls: 9.1183, loss: 9.1183 2025-08-12 14:30:09,638 - pyskl - INFO - Saving checkpoint at 4 epochs 2025-08-12 14:31:03,239 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 14:31:03,979 - pyskl - INFO - top1_acc 0.1335 top5_acc 0.3291 2025-08-12 14:31:03,979 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 14:31:04,018 - pyskl - INFO - mean_acc 0.1333 2025-08-12 14:31:04,068 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_3.pth was removed 2025-08-12 14:31:05,120 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_4.pth. 2025-08-12 14:31:05,121 - pyskl - INFO - Best top1_acc is 0.1335 at 4 epoch. 2025-08-12 14:31:05,134 - pyskl - INFO - Epoch(val) [4][617] top1_acc: 0.1335, top5_acc: 0.3291, mean_class_accuracy: 0.1333 2025-08-12 14:32:27,162 - pyskl - INFO - Epoch [5][100/7492] lr: 4.991e-02, eta: 6 days, 15:32:13, time: 0.820, data_time: 0.288, memory: 13024, top1_acc: 0.1506, top5_acc: 0.3659, loss_cls: 9.1509, loss: 9.1509 2025-08-12 14:33:20,141 - pyskl - INFO - Epoch [5][200/7492] lr: 4.991e-02, eta: 6 days, 15:31:38, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1525, top5_acc: 0.3775, loss_cls: 9.0758, loss: 9.0758 2025-08-12 14:34:12,615 - pyskl - INFO - Epoch [5][300/7492] lr: 4.991e-02, eta: 6 days, 15:30:44, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1584, top5_acc: 0.3659, loss_cls: 9.1294, loss: 9.1294 2025-08-12 14:35:05,003 - pyskl - INFO - Epoch [5][400/7492] lr: 4.991e-02, eta: 6 days, 15:29:47, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1619, top5_acc: 0.3709, loss_cls: 9.0592, loss: 9.0592 2025-08-12 14:35:57,606 - pyskl - INFO - Epoch [5][500/7492] lr: 4.991e-02, eta: 6 days, 15:28:57, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1659, top5_acc: 0.3656, loss_cls: 9.0690, loss: 9.0690 2025-08-12 14:36:50,330 - pyskl - INFO - Epoch [5][600/7492] lr: 4.991e-02, eta: 6 days, 15:28:12, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1644, top5_acc: 0.3791, loss_cls: 9.0698, loss: 9.0698 2025-08-12 14:37:42,697 - pyskl - INFO - Epoch [5][700/7492] lr: 4.991e-02, eta: 6 days, 15:27:15, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1684, top5_acc: 0.3744, loss_cls: 9.0879, loss: 9.0879 2025-08-12 14:38:35,201 - pyskl - INFO - Epoch [5][800/7492] lr: 4.991e-02, eta: 6 days, 15:26:22, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1688, top5_acc: 0.3663, loss_cls: 9.1896, loss: 9.1896 2025-08-12 14:39:27,682 - pyskl - INFO - Epoch [5][900/7492] lr: 4.991e-02, eta: 6 days, 15:25:28, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1706, top5_acc: 0.3909, loss_cls: 9.0088, loss: 9.0088 2025-08-12 14:40:20,156 - pyskl - INFO - Epoch [5][1000/7492] lr: 4.991e-02, eta: 6 days, 15:24:34, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1572, top5_acc: 0.3678, loss_cls: 9.1665, loss: 9.1665 2025-08-12 14:41:12,500 - pyskl - INFO - Epoch [5][1100/7492] lr: 4.991e-02, eta: 6 days, 15:23:36, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1628, top5_acc: 0.3756, loss_cls: 9.1128, loss: 9.1128 2025-08-12 14:42:05,192 - pyskl - INFO - Epoch [5][1200/7492] lr: 4.991e-02, eta: 6 days, 15:22:50, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1450, top5_acc: 0.3581, loss_cls: 9.1867, loss: 9.1867 2025-08-12 14:42:57,752 - pyskl - INFO - Epoch [5][1300/7492] lr: 4.990e-02, eta: 6 days, 15:21:59, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1650, top5_acc: 0.3738, loss_cls: 9.1637, loss: 9.1637 2025-08-12 14:43:50,347 - pyskl - INFO - Epoch [5][1400/7492] lr: 4.990e-02, eta: 6 days, 15:21:09, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1631, top5_acc: 0.3834, loss_cls: 9.0941, loss: 9.0941 2025-08-12 14:44:42,948 - pyskl - INFO - Epoch [5][1500/7492] lr: 4.990e-02, eta: 6 days, 15:20:20, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1531, top5_acc: 0.3653, loss_cls: 9.1173, loss: 9.1173 2025-08-12 14:45:35,898 - pyskl - INFO - Epoch [5][1600/7492] lr: 4.990e-02, eta: 6 days, 15:19:42, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1659, top5_acc: 0.3828, loss_cls: 9.0779, loss: 9.0779 2025-08-12 14:46:28,613 - pyskl - INFO - Epoch [5][1700/7492] lr: 4.990e-02, eta: 6 days, 15:18:57, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1628, top5_acc: 0.3806, loss_cls: 9.1093, loss: 9.1093 2025-08-12 14:47:21,597 - pyskl - INFO - Epoch [5][1800/7492] lr: 4.990e-02, eta: 6 days, 15:18:20, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1547, top5_acc: 0.3750, loss_cls: 9.1138, loss: 9.1138 2025-08-12 14:48:14,159 - pyskl - INFO - Epoch [5][1900/7492] lr: 4.990e-02, eta: 6 days, 15:17:29, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1544, top5_acc: 0.3825, loss_cls: 9.0357, loss: 9.0357 2025-08-12 14:49:06,714 - pyskl - INFO - Epoch [5][2000/7492] lr: 4.990e-02, eta: 6 days, 15:16:38, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1556, top5_acc: 0.3697, loss_cls: 9.0761, loss: 9.0761 2025-08-12 14:49:59,141 - pyskl - INFO - Epoch [5][2100/7492] lr: 4.990e-02, eta: 6 days, 15:15:42, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1734, top5_acc: 0.3794, loss_cls: 9.1292, loss: 9.1292 2025-08-12 14:50:51,806 - pyskl - INFO - Epoch [5][2200/7492] lr: 4.990e-02, eta: 6 days, 15:14:55, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1631, top5_acc: 0.3806, loss_cls: 9.0217, loss: 9.0217 2025-08-12 14:51:44,664 - pyskl - INFO - Epoch [5][2300/7492] lr: 4.990e-02, eta: 6 days, 15:14:14, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1584, top5_acc: 0.3719, loss_cls: 9.0924, loss: 9.0924 2025-08-12 14:52:37,135 - pyskl - INFO - Epoch [5][2400/7492] lr: 4.990e-02, eta: 6 days, 15:13:20, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1697, top5_acc: 0.3691, loss_cls: 9.1165, loss: 9.1165 2025-08-12 14:53:29,480 - pyskl - INFO - Epoch [5][2500/7492] lr: 4.990e-02, eta: 6 days, 15:12:21, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1694, top5_acc: 0.3806, loss_cls: 9.0370, loss: 9.0370 2025-08-12 14:54:22,157 - pyskl - INFO - Epoch [5][2600/7492] lr: 4.990e-02, eta: 6 days, 15:11:34, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1528, top5_acc: 0.3803, loss_cls: 9.1550, loss: 9.1550 2025-08-12 14:55:14,890 - pyskl - INFO - Epoch [5][2700/7492] lr: 4.990e-02, eta: 6 days, 15:10:49, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1725, top5_acc: 0.3819, loss_cls: 9.0425, loss: 9.0425 2025-08-12 14:56:07,507 - pyskl - INFO - Epoch [5][2800/7492] lr: 4.990e-02, eta: 6 days, 15:09:59, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1600, top5_acc: 0.3625, loss_cls: 9.1675, loss: 9.1675 2025-08-12 14:57:00,015 - pyskl - INFO - Epoch [5][2900/7492] lr: 4.989e-02, eta: 6 days, 15:09:06, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1778, top5_acc: 0.3787, loss_cls: 9.0810, loss: 9.0810 2025-08-12 14:57:52,590 - pyskl - INFO - Epoch [5][3000/7492] lr: 4.989e-02, eta: 6 days, 15:08:16, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1700, top5_acc: 0.3784, loss_cls: 9.0632, loss: 9.0632 2025-08-12 14:58:44,989 - pyskl - INFO - Epoch [5][3100/7492] lr: 4.989e-02, eta: 6 days, 15:07:19, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1525, top5_acc: 0.3794, loss_cls: 9.1066, loss: 9.1066 2025-08-12 14:59:37,317 - pyskl - INFO - Epoch [5][3200/7492] lr: 4.989e-02, eta: 6 days, 15:06:20, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1572, top5_acc: 0.3781, loss_cls: 9.1409, loss: 9.1409 2025-08-12 15:00:29,992 - pyskl - INFO - Epoch [5][3300/7492] lr: 4.989e-02, eta: 6 days, 15:05:33, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1709, top5_acc: 0.3812, loss_cls: 9.0511, loss: 9.0511 2025-08-12 15:01:22,580 - pyskl - INFO - Epoch [5][3400/7492] lr: 4.989e-02, eta: 6 days, 15:04:43, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1659, top5_acc: 0.3772, loss_cls: 9.0633, loss: 9.0633 2025-08-12 15:02:14,646 - pyskl - INFO - Epoch [5][3500/7492] lr: 4.989e-02, eta: 6 days, 15:03:35, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1663, top5_acc: 0.3775, loss_cls: 9.0809, loss: 9.0809 2025-08-12 15:03:07,219 - pyskl - INFO - Epoch [5][3600/7492] lr: 4.989e-02, eta: 6 days, 15:02:45, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1644, top5_acc: 0.3741, loss_cls: 9.1192, loss: 9.1192 2025-08-12 15:03:59,624 - pyskl - INFO - Epoch [5][3700/7492] lr: 4.989e-02, eta: 6 days, 15:01:49, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1825, top5_acc: 0.3925, loss_cls: 8.9729, loss: 8.9729 2025-08-12 15:04:52,184 - pyskl - INFO - Epoch [5][3800/7492] lr: 4.989e-02, eta: 6 days, 15:00:57, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1613, top5_acc: 0.3887, loss_cls: 9.0686, loss: 9.0686 2025-08-12 15:05:44,560 - pyskl - INFO - Epoch [5][3900/7492] lr: 4.989e-02, eta: 6 days, 15:00:00, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1591, top5_acc: 0.3806, loss_cls: 9.1346, loss: 9.1346 2025-08-12 15:06:36,993 - pyskl - INFO - Epoch [5][4000/7492] lr: 4.989e-02, eta: 6 days, 14:59:05, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1553, top5_acc: 0.3831, loss_cls: 9.0798, loss: 9.0798 2025-08-12 15:07:29,500 - pyskl - INFO - Epoch [5][4100/7492] lr: 4.989e-02, eta: 6 days, 14:58:12, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1672, top5_acc: 0.3834, loss_cls: 9.0888, loss: 9.0888 2025-08-12 15:08:21,980 - pyskl - INFO - Epoch [5][4200/7492] lr: 4.989e-02, eta: 6 days, 14:57:18, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1638, top5_acc: 0.3716, loss_cls: 9.1292, loss: 9.1292 2025-08-12 15:09:14,441 - pyskl - INFO - Epoch [5][4300/7492] lr: 4.989e-02, eta: 6 days, 14:56:24, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1566, top5_acc: 0.3916, loss_cls: 9.0910, loss: 9.0910 2025-08-12 15:10:06,961 - pyskl - INFO - Epoch [5][4400/7492] lr: 4.988e-02, eta: 6 days, 14:55:32, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1669, top5_acc: 0.3762, loss_cls: 9.0756, loss: 9.0756 2025-08-12 15:10:59,309 - pyskl - INFO - Epoch [5][4500/7492] lr: 4.988e-02, eta: 6 days, 14:54:34, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1688, top5_acc: 0.3934, loss_cls: 9.0642, loss: 9.0642 2025-08-12 15:11:52,104 - pyskl - INFO - Epoch [5][4600/7492] lr: 4.988e-02, eta: 6 days, 14:53:50, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1597, top5_acc: 0.3859, loss_cls: 9.1100, loss: 9.1100 2025-08-12 15:12:44,517 - pyskl - INFO - Epoch [5][4700/7492] lr: 4.988e-02, eta: 6 days, 14:52:54, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1681, top5_acc: 0.3772, loss_cls: 9.1173, loss: 9.1173 2025-08-12 15:13:36,919 - pyskl - INFO - Epoch [5][4800/7492] lr: 4.988e-02, eta: 6 days, 14:51:58, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1700, top5_acc: 0.3759, loss_cls: 9.0612, loss: 9.0612 2025-08-12 15:14:29,439 - pyskl - INFO - Epoch [5][4900/7492] lr: 4.988e-02, eta: 6 days, 14:51:06, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1688, top5_acc: 0.3750, loss_cls: 9.1060, loss: 9.1060 2025-08-12 15:15:22,475 - pyskl - INFO - Epoch [5][5000/7492] lr: 4.988e-02, eta: 6 days, 14:50:29, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1731, top5_acc: 0.3962, loss_cls: 9.0599, loss: 9.0599 2025-08-12 15:16:14,981 - pyskl - INFO - Epoch [5][5100/7492] lr: 4.988e-02, eta: 6 days, 14:49:36, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1653, top5_acc: 0.3828, loss_cls: 9.0798, loss: 9.0798 2025-08-12 15:17:07,704 - pyskl - INFO - Epoch [5][5200/7492] lr: 4.988e-02, eta: 6 days, 14:48:50, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1691, top5_acc: 0.3766, loss_cls: 9.0923, loss: 9.0923 2025-08-12 15:18:00,267 - pyskl - INFO - Epoch [5][5300/7492] lr: 4.988e-02, eta: 6 days, 14:47:59, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1622, top5_acc: 0.3878, loss_cls: 9.0625, loss: 9.0625 2025-08-12 15:18:52,933 - pyskl - INFO - Epoch [5][5400/7492] lr: 4.988e-02, eta: 6 days, 14:47:11, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1709, top5_acc: 0.3903, loss_cls: 9.0380, loss: 9.0380 2025-08-12 15:19:45,387 - pyskl - INFO - Epoch [5][5500/7492] lr: 4.988e-02, eta: 6 days, 14:46:17, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1672, top5_acc: 0.3725, loss_cls: 9.1120, loss: 9.1120 2025-08-12 15:20:38,179 - pyskl - INFO - Epoch [5][5600/7492] lr: 4.988e-02, eta: 6 days, 14:45:32, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1641, top5_acc: 0.3756, loss_cls: 9.1324, loss: 9.1324 2025-08-12 15:21:30,762 - pyskl - INFO - Epoch [5][5700/7492] lr: 4.988e-02, eta: 6 days, 14:44:42, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1638, top5_acc: 0.3756, loss_cls: 9.0959, loss: 9.0959 2025-08-12 15:22:23,330 - pyskl - INFO - Epoch [5][5800/7492] lr: 4.988e-02, eta: 6 days, 14:43:51, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1716, top5_acc: 0.3812, loss_cls: 9.0751, loss: 9.0751 2025-08-12 15:23:16,491 - pyskl - INFO - Epoch [5][5900/7492] lr: 4.987e-02, eta: 6 days, 14:43:18, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.1722, top5_acc: 0.3900, loss_cls: 8.9933, loss: 8.9933 2025-08-12 15:24:09,226 - pyskl - INFO - Epoch [5][6000/7492] lr: 4.987e-02, eta: 6 days, 14:42:32, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1669, top5_acc: 0.3766, loss_cls: 9.0872, loss: 9.0872 2025-08-12 15:25:01,680 - pyskl - INFO - Epoch [5][6100/7492] lr: 4.987e-02, eta: 6 days, 14:41:37, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1603, top5_acc: 0.3759, loss_cls: 9.1548, loss: 9.1548 2025-08-12 15:25:54,234 - pyskl - INFO - Epoch [5][6200/7492] lr: 4.987e-02, eta: 6 days, 14:40:45, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1653, top5_acc: 0.3772, loss_cls: 9.0359, loss: 9.0359 2025-08-12 15:26:46,644 - pyskl - INFO - Epoch [5][6300/7492] lr: 4.987e-02, eta: 6 days, 14:39:49, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1678, top5_acc: 0.3981, loss_cls: 8.9408, loss: 8.9408 2025-08-12 15:27:39,060 - pyskl - INFO - Epoch [5][6400/7492] lr: 4.987e-02, eta: 6 days, 14:38:54, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1703, top5_acc: 0.3800, loss_cls: 9.0750, loss: 9.0750 2025-08-12 15:28:31,631 - pyskl - INFO - Epoch [5][6500/7492] lr: 4.987e-02, eta: 6 days, 14:38:03, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1659, top5_acc: 0.4003, loss_cls: 9.0041, loss: 9.0041 2025-08-12 15:29:24,087 - pyskl - INFO - Epoch [5][6600/7492] lr: 4.987e-02, eta: 6 days, 14:37:08, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1706, top5_acc: 0.3997, loss_cls: 8.9760, loss: 8.9760 2025-08-12 15:30:17,111 - pyskl - INFO - Epoch [5][6700/7492] lr: 4.987e-02, eta: 6 days, 14:36:31, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1631, top5_acc: 0.3766, loss_cls: 9.1011, loss: 9.1011 2025-08-12 15:31:09,624 - pyskl - INFO - Epoch [5][6800/7492] lr: 4.987e-02, eta: 6 days, 14:35:38, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1697, top5_acc: 0.3878, loss_cls: 9.0915, loss: 9.0915 2025-08-12 15:32:02,111 - pyskl - INFO - Epoch [5][6900/7492] lr: 4.987e-02, eta: 6 days, 14:34:44, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1672, top5_acc: 0.3809, loss_cls: 9.0839, loss: 9.0839 2025-08-12 15:32:54,649 - pyskl - INFO - Epoch [5][7000/7492] lr: 4.987e-02, eta: 6 days, 14:33:52, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1591, top5_acc: 0.3750, loss_cls: 9.1091, loss: 9.1091 2025-08-12 15:33:47,181 - pyskl - INFO - Epoch [5][7100/7492] lr: 4.987e-02, eta: 6 days, 14:33:00, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1650, top5_acc: 0.3856, loss_cls: 9.0563, loss: 9.0563 2025-08-12 15:34:39,536 - pyskl - INFO - Epoch [5][7200/7492] lr: 4.987e-02, eta: 6 days, 14:32:02, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1709, top5_acc: 0.3944, loss_cls: 9.0139, loss: 9.0139 2025-08-12 15:35:31,691 - pyskl - INFO - Epoch [5][7300/7492] lr: 4.986e-02, eta: 6 days, 14:30:59, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1556, top5_acc: 0.3756, loss_cls: 9.1412, loss: 9.1412 2025-08-12 15:36:24,476 - pyskl - INFO - Epoch [5][7400/7492] lr: 4.986e-02, eta: 6 days, 14:30:14, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1762, top5_acc: 0.3916, loss_cls: 9.0040, loss: 9.0040 2025-08-12 15:37:13,724 - pyskl - INFO - Saving checkpoint at 5 epochs 2025-08-12 15:38:08,736 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 15:38:09,474 - pyskl - INFO - top1_acc 0.0926 top5_acc 0.2539 2025-08-12 15:38:09,474 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 15:38:09,517 - pyskl - INFO - mean_acc 0.0928 2025-08-12 15:38:09,529 - pyskl - INFO - Epoch(val) [5][617] top1_acc: 0.0926, top5_acc: 0.2539, mean_class_accuracy: 0.0928 2025-08-12 15:39:31,416 - pyskl - INFO - Epoch [6][100/7492] lr: 4.986e-02, eta: 6 days, 14:19:25, time: 0.819, data_time: 0.291, memory: 13024, top1_acc: 0.1784, top5_acc: 0.3909, loss_cls: 8.9183, loss: 8.9183 2025-08-12 15:40:23,503 - pyskl - INFO - Epoch [6][200/7492] lr: 4.986e-02, eta: 6 days, 14:18:21, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1744, top5_acc: 0.4016, loss_cls: 8.9832, loss: 8.9832 2025-08-12 15:41:15,932 - pyskl - INFO - Epoch [6][300/7492] lr: 4.986e-02, eta: 6 days, 14:17:28, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1625, top5_acc: 0.3800, loss_cls: 9.0325, loss: 9.0325 2025-08-12 15:42:08,511 - pyskl - INFO - Epoch [6][400/7492] lr: 4.986e-02, eta: 6 days, 14:16:38, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1713, top5_acc: 0.3956, loss_cls: 9.0174, loss: 9.0174 2025-08-12 15:43:01,205 - pyskl - INFO - Epoch [6][500/7492] lr: 4.986e-02, eta: 6 days, 14:15:52, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1756, top5_acc: 0.3947, loss_cls: 9.0198, loss: 9.0198 2025-08-12 15:43:53,623 - pyskl - INFO - Epoch [6][600/7492] lr: 4.986e-02, eta: 6 days, 14:14:58, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1600, top5_acc: 0.3688, loss_cls: 9.0965, loss: 9.0965 2025-08-12 15:44:46,257 - pyskl - INFO - Epoch [6][700/7492] lr: 4.986e-02, eta: 6 days, 14:14:10, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1725, top5_acc: 0.3837, loss_cls: 9.0222, loss: 9.0222 2025-08-12 15:45:38,667 - pyskl - INFO - Epoch [6][800/7492] lr: 4.986e-02, eta: 6 days, 14:13:16, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1569, top5_acc: 0.3803, loss_cls: 9.0362, loss: 9.0362 2025-08-12 15:46:31,319 - pyskl - INFO - Epoch [6][900/7492] lr: 4.986e-02, eta: 6 days, 14:12:29, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1647, top5_acc: 0.3906, loss_cls: 9.0586, loss: 9.0586 2025-08-12 15:47:23,895 - pyskl - INFO - Epoch [6][1000/7492] lr: 4.986e-02, eta: 6 days, 14:11:39, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1775, top5_acc: 0.3891, loss_cls: 9.0516, loss: 9.0516 2025-08-12 15:48:16,467 - pyskl - INFO - Epoch [6][1100/7492] lr: 4.985e-02, eta: 6 days, 14:10:49, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1787, top5_acc: 0.3972, loss_cls: 9.0003, loss: 9.0003 2025-08-12 15:49:09,259 - pyskl - INFO - Epoch [6][1200/7492] lr: 4.985e-02, eta: 6 days, 14:10:06, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1622, top5_acc: 0.3931, loss_cls: 8.9888, loss: 8.9888 2025-08-12 15:50:02,010 - pyskl - INFO - Epoch [6][1300/7492] lr: 4.985e-02, eta: 6 days, 14:09:21, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1784, top5_acc: 0.3947, loss_cls: 8.9983, loss: 8.9983 2025-08-12 15:50:54,745 - pyskl - INFO - Epoch [6][1400/7492] lr: 4.985e-02, eta: 6 days, 14:08:36, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1719, top5_acc: 0.3750, loss_cls: 8.9878, loss: 8.9878 2025-08-12 15:51:47,325 - pyskl - INFO - Epoch [6][1500/7492] lr: 4.985e-02, eta: 6 days, 14:07:46, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1734, top5_acc: 0.3844, loss_cls: 8.9889, loss: 8.9889 2025-08-12 15:52:40,308 - pyskl - INFO - Epoch [6][1600/7492] lr: 4.985e-02, eta: 6 days, 14:07:08, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1691, top5_acc: 0.3962, loss_cls: 9.0138, loss: 9.0138 2025-08-12 15:53:32,974 - pyskl - INFO - Epoch [6][1700/7492] lr: 4.985e-02, eta: 6 days, 14:06:21, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1706, top5_acc: 0.3869, loss_cls: 9.0203, loss: 9.0203 2025-08-12 15:54:25,786 - pyskl - INFO - Epoch [6][1800/7492] lr: 4.985e-02, eta: 6 days, 14:05:38, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1588, top5_acc: 0.3837, loss_cls: 9.0479, loss: 9.0479 2025-08-12 15:55:18,445 - pyskl - INFO - Epoch [6][1900/7492] lr: 4.985e-02, eta: 6 days, 14:04:50, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1675, top5_acc: 0.3881, loss_cls: 9.0405, loss: 9.0405 2025-08-12 15:56:11,129 - pyskl - INFO - Epoch [6][2000/7492] lr: 4.985e-02, eta: 6 days, 14:04:03, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1681, top5_acc: 0.3887, loss_cls: 9.0736, loss: 9.0736 2025-08-12 15:57:03,791 - pyskl - INFO - Epoch [6][2100/7492] lr: 4.985e-02, eta: 6 days, 14:03:16, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1744, top5_acc: 0.3831, loss_cls: 9.0700, loss: 9.0700 2025-08-12 15:57:56,471 - pyskl - INFO - Epoch [6][2200/7492] lr: 4.985e-02, eta: 6 days, 14:02:29, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1706, top5_acc: 0.3869, loss_cls: 8.9806, loss: 8.9806 2025-08-12 15:58:49,361 - pyskl - INFO - Epoch [6][2300/7492] lr: 4.985e-02, eta: 6 days, 14:01:48, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1831, top5_acc: 0.4000, loss_cls: 8.8887, loss: 8.8887 2025-08-12 15:59:42,001 - pyskl - INFO - Epoch [6][2400/7492] lr: 4.984e-02, eta: 6 days, 14:00:59, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1684, top5_acc: 0.3819, loss_cls: 9.0735, loss: 9.0735 2025-08-12 16:00:34,601 - pyskl - INFO - Epoch [6][2500/7492] lr: 4.984e-02, eta: 6 days, 14:00:10, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1809, top5_acc: 0.3994, loss_cls: 9.0095, loss: 9.0095 2025-08-12 16:01:27,427 - pyskl - INFO - Epoch [6][2600/7492] lr: 4.984e-02, eta: 6 days, 13:59:27, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1713, top5_acc: 0.3762, loss_cls: 8.9788, loss: 8.9788 2025-08-12 16:02:20,390 - pyskl - INFO - Epoch [6][2700/7492] lr: 4.984e-02, eta: 6 days, 13:58:48, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1744, top5_acc: 0.4066, loss_cls: 8.9282, loss: 8.9282 2025-08-12 16:03:13,218 - pyskl - INFO - Epoch [6][2800/7492] lr: 4.984e-02, eta: 6 days, 13:58:04, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1716, top5_acc: 0.3878, loss_cls: 8.9893, loss: 8.9893 2025-08-12 16:04:05,915 - pyskl - INFO - Epoch [6][2900/7492] lr: 4.984e-02, eta: 6 days, 13:57:18, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1672, top5_acc: 0.3906, loss_cls: 9.0167, loss: 9.0167 2025-08-12 16:04:58,484 - pyskl - INFO - Epoch [6][3000/7492] lr: 4.984e-02, eta: 6 days, 13:56:27, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1700, top5_acc: 0.3872, loss_cls: 9.0160, loss: 9.0160 2025-08-12 16:05:51,286 - pyskl - INFO - Epoch [6][3100/7492] lr: 4.984e-02, eta: 6 days, 13:55:43, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1706, top5_acc: 0.3809, loss_cls: 9.0224, loss: 9.0224 2025-08-12 16:06:43,818 - pyskl - INFO - Epoch [6][3200/7492] lr: 4.984e-02, eta: 6 days, 13:54:52, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1762, top5_acc: 0.3931, loss_cls: 8.8792, loss: 8.8792 2025-08-12 16:07:36,382 - pyskl - INFO - Epoch [6][3300/7492] lr: 4.984e-02, eta: 6 days, 13:54:02, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1619, top5_acc: 0.3828, loss_cls: 9.0498, loss: 9.0498 2025-08-12 16:08:29,332 - pyskl - INFO - Epoch [6][3400/7492] lr: 4.984e-02, eta: 6 days, 13:53:21, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1728, top5_acc: 0.3941, loss_cls: 8.9935, loss: 8.9935 2025-08-12 16:09:22,026 - pyskl - INFO - Epoch [6][3500/7492] lr: 4.984e-02, eta: 6 days, 13:52:34, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1812, top5_acc: 0.3962, loss_cls: 8.9403, loss: 8.9403 2025-08-12 16:10:14,750 - pyskl - INFO - Epoch [6][3600/7492] lr: 4.984e-02, eta: 6 days, 13:51:48, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1822, top5_acc: 0.3994, loss_cls: 8.9394, loss: 8.9394 2025-08-12 16:11:07,336 - pyskl - INFO - Epoch [6][3700/7492] lr: 4.983e-02, eta: 6 days, 13:50:58, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1766, top5_acc: 0.3925, loss_cls: 8.9289, loss: 8.9289 2025-08-12 16:12:00,223 - pyskl - INFO - Epoch [6][3800/7492] lr: 4.983e-02, eta: 6 days, 13:50:16, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1688, top5_acc: 0.3934, loss_cls: 8.9691, loss: 8.9691 2025-08-12 16:12:52,966 - pyskl - INFO - Epoch [6][3900/7492] lr: 4.983e-02, eta: 6 days, 13:49:30, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1706, top5_acc: 0.3775, loss_cls: 9.0786, loss: 9.0786 2025-08-12 16:13:45,715 - pyskl - INFO - Epoch [6][4000/7492] lr: 4.983e-02, eta: 6 days, 13:48:45, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1706, top5_acc: 0.3794, loss_cls: 9.0555, loss: 9.0555 2025-08-12 16:14:38,347 - pyskl - INFO - Epoch [6][4100/7492] lr: 4.983e-02, eta: 6 days, 13:47:56, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1694, top5_acc: 0.3750, loss_cls: 8.9996, loss: 8.9996 2025-08-12 16:15:31,086 - pyskl - INFO - Epoch [6][4200/7492] lr: 4.983e-02, eta: 6 days, 13:47:10, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1725, top5_acc: 0.4006, loss_cls: 8.9552, loss: 8.9552 2025-08-12 16:16:23,729 - pyskl - INFO - Epoch [6][4300/7492] lr: 4.983e-02, eta: 6 days, 13:46:21, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1681, top5_acc: 0.3978, loss_cls: 9.0227, loss: 9.0227 2025-08-12 16:17:16,415 - pyskl - INFO - Epoch [6][4400/7492] lr: 4.983e-02, eta: 6 days, 13:45:34, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1725, top5_acc: 0.3900, loss_cls: 8.9875, loss: 8.9875 2025-08-12 16:18:09,253 - pyskl - INFO - Epoch [6][4500/7492] lr: 4.983e-02, eta: 6 days, 13:44:50, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1625, top5_acc: 0.4016, loss_cls: 8.8754, loss: 8.8754 2025-08-12 16:19:02,001 - pyskl - INFO - Epoch [6][4600/7492] lr: 4.983e-02, eta: 6 days, 13:44:04, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1741, top5_acc: 0.3966, loss_cls: 8.9585, loss: 8.9585 2025-08-12 16:19:55,046 - pyskl - INFO - Epoch [6][4700/7492] lr: 4.983e-02, eta: 6 days, 13:43:26, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1741, top5_acc: 0.4075, loss_cls: 8.9747, loss: 8.9747 2025-08-12 16:20:47,647 - pyskl - INFO - Epoch [6][4800/7492] lr: 4.983e-02, eta: 6 days, 13:42:36, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1544, top5_acc: 0.3666, loss_cls: 9.1253, loss: 9.1253 2025-08-12 16:21:40,555 - pyskl - INFO - Epoch [6][4900/7492] lr: 4.982e-02, eta: 6 days, 13:41:54, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1866, top5_acc: 0.4031, loss_cls: 8.9476, loss: 8.9476 2025-08-12 16:22:33,250 - pyskl - INFO - Epoch [6][5000/7492] lr: 4.982e-02, eta: 6 days, 13:41:07, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1706, top5_acc: 0.3944, loss_cls: 8.9698, loss: 8.9698 2025-08-12 16:23:25,969 - pyskl - INFO - Epoch [6][5100/7492] lr: 4.982e-02, eta: 6 days, 13:40:20, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1709, top5_acc: 0.3909, loss_cls: 9.0327, loss: 9.0327 2025-08-12 16:24:18,660 - pyskl - INFO - Epoch [6][5200/7492] lr: 4.982e-02, eta: 6 days, 13:39:32, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1644, top5_acc: 0.3891, loss_cls: 9.0226, loss: 9.0226 2025-08-12 16:25:11,216 - pyskl - INFO - Epoch [6][5300/7492] lr: 4.982e-02, eta: 6 days, 13:38:41, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1678, top5_acc: 0.3853, loss_cls: 9.1102, loss: 9.1102 2025-08-12 16:26:03,724 - pyskl - INFO - Epoch [6][5400/7492] lr: 4.982e-02, eta: 6 days, 13:37:49, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1728, top5_acc: 0.3844, loss_cls: 9.0341, loss: 9.0341 2025-08-12 16:26:56,241 - pyskl - INFO - Epoch [6][5500/7492] lr: 4.982e-02, eta: 6 days, 13:36:57, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1703, top5_acc: 0.3869, loss_cls: 9.0721, loss: 9.0721 2025-08-12 16:27:48,822 - pyskl - INFO - Epoch [6][5600/7492] lr: 4.982e-02, eta: 6 days, 13:36:06, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1681, top5_acc: 0.3941, loss_cls: 9.0139, loss: 9.0139 2025-08-12 16:28:41,572 - pyskl - INFO - Epoch [6][5700/7492] lr: 4.982e-02, eta: 6 days, 13:35:20, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1684, top5_acc: 0.3781, loss_cls: 9.0482, loss: 9.0482 2025-08-12 16:29:33,975 - pyskl - INFO - Epoch [6][5800/7492] lr: 4.982e-02, eta: 6 days, 13:34:25, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1756, top5_acc: 0.4072, loss_cls: 8.9469, loss: 8.9469 2025-08-12 16:30:26,474 - pyskl - INFO - Epoch [6][5900/7492] lr: 4.982e-02, eta: 6 days, 13:33:33, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1706, top5_acc: 0.3819, loss_cls: 9.0608, loss: 9.0608 2025-08-12 16:31:19,271 - pyskl - INFO - Epoch [6][6000/7492] lr: 4.982e-02, eta: 6 days, 13:32:48, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1688, top5_acc: 0.4028, loss_cls: 8.9819, loss: 8.9819 2025-08-12 16:32:11,835 - pyskl - INFO - Epoch [6][6100/7492] lr: 4.981e-02, eta: 6 days, 13:31:57, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4072, loss_cls: 8.8392, loss: 8.8392 2025-08-12 16:33:04,445 - pyskl - INFO - Epoch [6][6200/7492] lr: 4.981e-02, eta: 6 days, 13:31:07, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1734, top5_acc: 0.4000, loss_cls: 8.9243, loss: 8.9243 2025-08-12 16:33:57,058 - pyskl - INFO - Epoch [6][6300/7492] lr: 4.981e-02, eta: 6 days, 13:30:17, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1794, top5_acc: 0.4022, loss_cls: 8.9299, loss: 8.9299 2025-08-12 16:34:49,177 - pyskl - INFO - Epoch [6][6400/7492] lr: 4.981e-02, eta: 6 days, 13:29:15, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1828, top5_acc: 0.4138, loss_cls: 8.9379, loss: 8.9379 2025-08-12 16:35:41,513 - pyskl - INFO - Epoch [6][6500/7492] lr: 4.981e-02, eta: 6 days, 13:28:19, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1638, top5_acc: 0.3850, loss_cls: 9.0014, loss: 9.0014 2025-08-12 16:36:34,323 - pyskl - INFO - Epoch [6][6600/7492] lr: 4.981e-02, eta: 6 days, 13:27:34, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1744, top5_acc: 0.3969, loss_cls: 8.9996, loss: 8.9996 2025-08-12 16:37:27,182 - pyskl - INFO - Epoch [6][6700/7492] lr: 4.981e-02, eta: 6 days, 13:26:50, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1725, top5_acc: 0.3934, loss_cls: 9.0287, loss: 9.0287 2025-08-12 16:38:20,260 - pyskl - INFO - Epoch [6][6800/7492] lr: 4.981e-02, eta: 6 days, 13:26:12, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1806, top5_acc: 0.4028, loss_cls: 8.9597, loss: 8.9597 2025-08-12 16:39:13,046 - pyskl - INFO - Epoch [6][6900/7492] lr: 4.981e-02, eta: 6 days, 13:25:26, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1747, top5_acc: 0.3978, loss_cls: 9.0092, loss: 9.0092 2025-08-12 16:40:05,520 - pyskl - INFO - Epoch [6][7000/7492] lr: 4.981e-02, eta: 6 days, 13:24:33, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1884, top5_acc: 0.4091, loss_cls: 8.8920, loss: 8.8920 2025-08-12 16:40:57,978 - pyskl - INFO - Epoch [6][7100/7492] lr: 4.981e-02, eta: 6 days, 13:23:39, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1713, top5_acc: 0.3959, loss_cls: 8.9430, loss: 8.9430 2025-08-12 16:41:50,718 - pyskl - INFO - Epoch [6][7200/7492] lr: 4.981e-02, eta: 6 days, 13:22:52, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4131, loss_cls: 8.9228, loss: 8.9228 2025-08-12 16:42:43,347 - pyskl - INFO - Epoch [6][7300/7492] lr: 4.980e-02, eta: 6 days, 13:22:03, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1737, top5_acc: 0.3881, loss_cls: 9.0749, loss: 9.0749 2025-08-12 16:43:35,989 - pyskl - INFO - Epoch [6][7400/7492] lr: 4.980e-02, eta: 6 days, 13:21:14, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1694, top5_acc: 0.3934, loss_cls: 8.9892, loss: 8.9892 2025-08-12 16:44:25,338 - pyskl - INFO - Saving checkpoint at 6 epochs 2025-08-12 16:45:19,128 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 16:45:19,873 - pyskl - INFO - top1_acc 0.1362 top5_acc 0.3273 2025-08-12 16:45:19,873 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 16:45:19,914 - pyskl - INFO - mean_acc 0.1362 2025-08-12 16:45:19,979 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_4.pth was removed 2025-08-12 16:45:21,084 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_6.pth. 2025-08-12 16:45:21,085 - pyskl - INFO - Best top1_acc is 0.1362 at 6 epoch. 2025-08-12 16:45:21,099 - pyskl - INFO - Epoch(val) [6][617] top1_acc: 0.1362, top5_acc: 0.3273, mean_class_accuracy: 0.1362 2025-08-12 16:46:43,221 - pyskl - INFO - Epoch [7][100/7492] lr: 4.980e-02, eta: 6 days, 13:12:06, time: 0.821, data_time: 0.292, memory: 13024, top1_acc: 0.1787, top5_acc: 0.3953, loss_cls: 8.9725, loss: 8.9725 2025-08-12 16:47:35,881 - pyskl - INFO - Epoch [7][200/7492] lr: 4.980e-02, eta: 6 days, 13:11:18, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1753, top5_acc: 0.3987, loss_cls: 8.9541, loss: 8.9541 2025-08-12 16:48:28,281 - pyskl - INFO - Epoch [7][300/7492] lr: 4.980e-02, eta: 6 days, 13:10:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1688, top5_acc: 0.4003, loss_cls: 8.9243, loss: 8.9243 2025-08-12 16:49:21,420 - pyskl - INFO - Epoch [7][400/7492] lr: 4.980e-02, eta: 6 days, 13:09:47, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1816, top5_acc: 0.4062, loss_cls: 8.8721, loss: 8.8721 2025-08-12 16:50:13,742 - pyskl - INFO - Epoch [7][500/7492] lr: 4.980e-02, eta: 6 days, 13:08:52, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1881, top5_acc: 0.4128, loss_cls: 8.8641, loss: 8.8641 2025-08-12 16:51:06,453 - pyskl - INFO - Epoch [7][600/7492] lr: 4.980e-02, eta: 6 days, 13:08:05, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1834, top5_acc: 0.4181, loss_cls: 8.9118, loss: 8.9118 2025-08-12 16:51:58,969 - pyskl - INFO - Epoch [7][700/7492] lr: 4.980e-02, eta: 6 days, 13:07:14, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1762, top5_acc: 0.4059, loss_cls: 8.9347, loss: 8.9347 2025-08-12 16:52:51,475 - pyskl - INFO - Epoch [7][800/7492] lr: 4.980e-02, eta: 6 days, 13:06:22, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1794, top5_acc: 0.3947, loss_cls: 8.9511, loss: 8.9511 2025-08-12 16:53:43,815 - pyskl - INFO - Epoch [7][900/7492] lr: 4.979e-02, eta: 6 days, 13:05:27, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1822, top5_acc: 0.3962, loss_cls: 8.9459, loss: 8.9459 2025-08-12 16:54:36,365 - pyskl - INFO - Epoch [7][1000/7492] lr: 4.979e-02, eta: 6 days, 13:04:37, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1681, top5_acc: 0.3978, loss_cls: 8.9752, loss: 8.9752 2025-08-12 16:55:28,927 - pyskl - INFO - Epoch [7][1100/7492] lr: 4.979e-02, eta: 6 days, 13:03:46, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1766, top5_acc: 0.3944, loss_cls: 8.9748, loss: 8.9748 2025-08-12 16:56:21,559 - pyskl - INFO - Epoch [7][1200/7492] lr: 4.979e-02, eta: 6 days, 13:02:58, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1747, top5_acc: 0.4034, loss_cls: 8.9743, loss: 8.9743 2025-08-12 16:57:14,298 - pyskl - INFO - Epoch [7][1300/7492] lr: 4.979e-02, eta: 6 days, 13:02:12, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1734, top5_acc: 0.3922, loss_cls: 9.0293, loss: 9.0293 2025-08-12 16:58:06,929 - pyskl - INFO - Epoch [7][1400/7492] lr: 4.979e-02, eta: 6 days, 13:01:23, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1747, top5_acc: 0.3884, loss_cls: 9.0122, loss: 9.0122 2025-08-12 16:58:59,453 - pyskl - INFO - Epoch [7][1500/7492] lr: 4.979e-02, eta: 6 days, 13:00:32, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4075, loss_cls: 8.8208, loss: 8.8208 2025-08-12 16:59:52,003 - pyskl - INFO - Epoch [7][1600/7492] lr: 4.979e-02, eta: 6 days, 12:59:41, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1747, top5_acc: 0.3937, loss_cls: 9.0089, loss: 9.0089 2025-08-12 17:00:44,915 - pyskl - INFO - Epoch [7][1700/7492] lr: 4.979e-02, eta: 6 days, 12:58:59, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1762, top5_acc: 0.3991, loss_cls: 8.9897, loss: 8.9897 2025-08-12 17:01:37,613 - pyskl - INFO - Epoch [7][1800/7492] lr: 4.979e-02, eta: 6 days, 12:58:12, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1728, top5_acc: 0.3931, loss_cls: 8.9694, loss: 8.9694 2025-08-12 17:02:30,367 - pyskl - INFO - Epoch [7][1900/7492] lr: 4.979e-02, eta: 6 days, 12:57:26, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1681, top5_acc: 0.3897, loss_cls: 9.0007, loss: 9.0007 2025-08-12 17:03:23,264 - pyskl - INFO - Epoch [7][2000/7492] lr: 4.978e-02, eta: 6 days, 12:56:44, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1819, top5_acc: 0.3987, loss_cls: 8.9805, loss: 8.9805 2025-08-12 17:04:16,052 - pyskl - INFO - Epoch [7][2100/7492] lr: 4.978e-02, eta: 6 days, 12:55:58, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1822, top5_acc: 0.4000, loss_cls: 8.9763, loss: 8.9763 2025-08-12 17:05:08,596 - pyskl - INFO - Epoch [7][2200/7492] lr: 4.978e-02, eta: 6 days, 12:55:08, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1844, top5_acc: 0.3966, loss_cls: 8.8835, loss: 8.8835 2025-08-12 17:06:01,375 - pyskl - INFO - Epoch [7][2300/7492] lr: 4.978e-02, eta: 6 days, 12:54:22, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1688, top5_acc: 0.3987, loss_cls: 8.9743, loss: 8.9743 2025-08-12 17:06:54,121 - pyskl - INFO - Epoch [7][2400/7492] lr: 4.978e-02, eta: 6 days, 12:53:36, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1841, top5_acc: 0.4056, loss_cls: 8.9041, loss: 8.9041 2025-08-12 17:07:46,708 - pyskl - INFO - Epoch [7][2500/7492] lr: 4.978e-02, eta: 6 days, 12:52:46, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1762, top5_acc: 0.3994, loss_cls: 8.8754, loss: 8.8754 2025-08-12 17:08:39,377 - pyskl - INFO - Epoch [7][2600/7492] lr: 4.978e-02, eta: 6 days, 12:51:58, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1850, top5_acc: 0.4125, loss_cls: 8.9232, loss: 8.9232 2025-08-12 17:09:32,035 - pyskl - INFO - Epoch [7][2700/7492] lr: 4.978e-02, eta: 6 days, 12:51:10, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1806, top5_acc: 0.4009, loss_cls: 8.9447, loss: 8.9447 2025-08-12 17:10:24,679 - pyskl - INFO - Epoch [7][2800/7492] lr: 4.978e-02, eta: 6 days, 12:50:21, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1725, top5_acc: 0.3866, loss_cls: 9.0080, loss: 9.0080 2025-08-12 17:11:17,264 - pyskl - INFO - Epoch [7][2900/7492] lr: 4.978e-02, eta: 6 days, 12:49:31, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1781, top5_acc: 0.3950, loss_cls: 9.0153, loss: 9.0153 2025-08-12 17:12:09,745 - pyskl - INFO - Epoch [7][3000/7492] lr: 4.978e-02, eta: 6 days, 12:48:39, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1750, top5_acc: 0.4009, loss_cls: 8.9191, loss: 8.9191 2025-08-12 17:13:02,188 - pyskl - INFO - Epoch [7][3100/7492] lr: 4.977e-02, eta: 6 days, 12:47:46, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1791, top5_acc: 0.4000, loss_cls: 8.9668, loss: 8.9668 2025-08-12 17:13:54,838 - pyskl - INFO - Epoch [7][3200/7492] lr: 4.977e-02, eta: 6 days, 12:46:57, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1856, top5_acc: 0.4078, loss_cls: 8.9154, loss: 8.9154 2025-08-12 17:14:47,350 - pyskl - INFO - Epoch [7][3300/7492] lr: 4.977e-02, eta: 6 days, 12:46:06, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1772, top5_acc: 0.3956, loss_cls: 8.9503, loss: 8.9503 2025-08-12 17:15:40,112 - pyskl - INFO - Epoch [7][3400/7492] lr: 4.977e-02, eta: 6 days, 12:45:20, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1734, top5_acc: 0.3866, loss_cls: 8.9948, loss: 8.9948 2025-08-12 17:16:32,641 - pyskl - INFO - Epoch [7][3500/7492] lr: 4.977e-02, eta: 6 days, 12:44:29, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1797, top5_acc: 0.3925, loss_cls: 9.0315, loss: 9.0315 2025-08-12 17:17:25,271 - pyskl - INFO - Epoch [7][3600/7492] lr: 4.977e-02, eta: 6 days, 12:43:39, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1741, top5_acc: 0.3909, loss_cls: 8.8693, loss: 8.8693 2025-08-12 17:18:17,727 - pyskl - INFO - Epoch [7][3700/7492] lr: 4.977e-02, eta: 6 days, 12:42:47, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1681, top5_acc: 0.4016, loss_cls: 8.9945, loss: 8.9945 2025-08-12 17:19:10,247 - pyskl - INFO - Epoch [7][3800/7492] lr: 4.977e-02, eta: 6 days, 12:41:55, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1947, top5_acc: 0.4134, loss_cls: 8.8246, loss: 8.8246 2025-08-12 17:20:02,981 - pyskl - INFO - Epoch [7][3900/7492] lr: 4.977e-02, eta: 6 days, 12:41:08, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1834, top5_acc: 0.3984, loss_cls: 8.9603, loss: 8.9603 2025-08-12 17:20:55,589 - pyskl - INFO - Epoch [7][4000/7492] lr: 4.977e-02, eta: 6 days, 12:40:19, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1812, top5_acc: 0.4191, loss_cls: 8.9133, loss: 8.9133 2025-08-12 17:21:48,221 - pyskl - INFO - Epoch [7][4100/7492] lr: 4.977e-02, eta: 6 days, 12:39:30, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1819, top5_acc: 0.4094, loss_cls: 8.9478, loss: 8.9478 2025-08-12 17:22:40,798 - pyskl - INFO - Epoch [7][4200/7492] lr: 4.976e-02, eta: 6 days, 12:38:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1781, top5_acc: 0.4009, loss_cls: 8.8885, loss: 8.8885 2025-08-12 17:23:33,160 - pyskl - INFO - Epoch [7][4300/7492] lr: 4.976e-02, eta: 6 days, 12:37:45, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4103, loss_cls: 8.8658, loss: 8.8658 2025-08-12 17:24:25,728 - pyskl - INFO - Epoch [7][4400/7492] lr: 4.976e-02, eta: 6 days, 12:36:54, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1766, top5_acc: 0.3972, loss_cls: 9.0080, loss: 9.0080 2025-08-12 17:25:18,394 - pyskl - INFO - Epoch [7][4500/7492] lr: 4.976e-02, eta: 6 days, 12:36:06, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1828, top5_acc: 0.4037, loss_cls: 8.8859, loss: 8.8859 2025-08-12 17:26:10,821 - pyskl - INFO - Epoch [7][4600/7492] lr: 4.976e-02, eta: 6 days, 12:35:12, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1853, top5_acc: 0.4138, loss_cls: 8.8807, loss: 8.8807 2025-08-12 17:27:03,202 - pyskl - INFO - Epoch [7][4700/7492] lr: 4.976e-02, eta: 6 days, 12:34:18, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1781, top5_acc: 0.4000, loss_cls: 8.9330, loss: 8.9330 2025-08-12 17:27:55,678 - pyskl - INFO - Epoch [7][4800/7492] lr: 4.976e-02, eta: 6 days, 12:33:25, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1891, top5_acc: 0.4091, loss_cls: 8.8839, loss: 8.8839 2025-08-12 17:28:48,084 - pyskl - INFO - Epoch [7][4900/7492] lr: 4.976e-02, eta: 6 days, 12:32:31, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1784, top5_acc: 0.4022, loss_cls: 8.9589, loss: 8.9589 2025-08-12 17:29:40,733 - pyskl - INFO - Epoch [7][5000/7492] lr: 4.976e-02, eta: 6 days, 12:31:43, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1819, top5_acc: 0.4122, loss_cls: 8.9229, loss: 8.9229 2025-08-12 17:30:33,233 - pyskl - INFO - Epoch [7][5100/7492] lr: 4.976e-02, eta: 6 days, 12:30:51, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1787, top5_acc: 0.3937, loss_cls: 8.9612, loss: 8.9612 2025-08-12 17:31:25,879 - pyskl - INFO - Epoch [7][5200/7492] lr: 4.975e-02, eta: 6 days, 12:30:02, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1816, top5_acc: 0.4131, loss_cls: 8.8443, loss: 8.8443 2025-08-12 17:32:18,284 - pyskl - INFO - Epoch [7][5300/7492] lr: 4.975e-02, eta: 6 days, 12:29:08, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1825, top5_acc: 0.4147, loss_cls: 8.8972, loss: 8.8972 2025-08-12 17:33:10,894 - pyskl - INFO - Epoch [7][5400/7492] lr: 4.975e-02, eta: 6 days, 12:28:18, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1772, top5_acc: 0.3966, loss_cls: 8.8958, loss: 8.8958 2025-08-12 17:34:03,509 - pyskl - INFO - Epoch [7][5500/7492] lr: 4.975e-02, eta: 6 days, 12:27:29, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1906, top5_acc: 0.4066, loss_cls: 8.8992, loss: 8.8992 2025-08-12 17:34:56,146 - pyskl - INFO - Epoch [7][5600/7492] lr: 4.975e-02, eta: 6 days, 12:26:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1731, top5_acc: 0.4016, loss_cls: 8.9022, loss: 8.9022 2025-08-12 17:35:48,570 - pyskl - INFO - Epoch [7][5700/7492] lr: 4.975e-02, eta: 6 days, 12:25:46, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1875, top5_acc: 0.4059, loss_cls: 8.8802, loss: 8.8802 2025-08-12 17:36:40,907 - pyskl - INFO - Epoch [7][5800/7492] lr: 4.975e-02, eta: 6 days, 12:24:51, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1897, top5_acc: 0.4159, loss_cls: 8.8571, loss: 8.8571 2025-08-12 17:37:33,618 - pyskl - INFO - Epoch [7][5900/7492] lr: 4.975e-02, eta: 6 days, 12:24:03, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1812, top5_acc: 0.3978, loss_cls: 8.9350, loss: 8.9350 2025-08-12 17:38:26,086 - pyskl - INFO - Epoch [7][6000/7492] lr: 4.975e-02, eta: 6 days, 12:23:10, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1784, top5_acc: 0.4016, loss_cls: 8.9601, loss: 8.9601 2025-08-12 17:39:18,766 - pyskl - INFO - Epoch [7][6100/7492] lr: 4.975e-02, eta: 6 days, 12:22:22, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1866, top5_acc: 0.4019, loss_cls: 8.9365, loss: 8.9365 2025-08-12 17:40:11,241 - pyskl - INFO - Epoch [7][6200/7492] lr: 4.974e-02, eta: 6 days, 12:21:30, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1884, top5_acc: 0.4163, loss_cls: 8.9037, loss: 8.9037 2025-08-12 17:41:03,864 - pyskl - INFO - Epoch [7][6300/7492] lr: 4.974e-02, eta: 6 days, 12:20:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1862, top5_acc: 0.4025, loss_cls: 8.9566, loss: 8.9566 2025-08-12 17:41:56,610 - pyskl - INFO - Epoch [7][6400/7492] lr: 4.974e-02, eta: 6 days, 12:19:53, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1812, top5_acc: 0.4109, loss_cls: 8.9059, loss: 8.9059 2025-08-12 17:42:49,214 - pyskl - INFO - Epoch [7][6500/7492] lr: 4.974e-02, eta: 6 days, 12:19:03, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1853, top5_acc: 0.4231, loss_cls: 8.7880, loss: 8.7880 2025-08-12 17:43:41,924 - pyskl - INFO - Epoch [7][6600/7492] lr: 4.974e-02, eta: 6 days, 12:18:16, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1787, top5_acc: 0.3956, loss_cls: 8.9635, loss: 8.9635 2025-08-12 17:44:34,604 - pyskl - INFO - Epoch [7][6700/7492] lr: 4.974e-02, eta: 6 days, 12:17:27, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1925, top5_acc: 0.4203, loss_cls: 8.8101, loss: 8.8101 2025-08-12 17:45:27,131 - pyskl - INFO - Epoch [7][6800/7492] lr: 4.974e-02, eta: 6 days, 12:16:36, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1797, top5_acc: 0.3997, loss_cls: 8.9633, loss: 8.9633 2025-08-12 17:46:19,710 - pyskl - INFO - Epoch [7][6900/7492] lr: 4.974e-02, eta: 6 days, 12:15:46, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1728, top5_acc: 0.3994, loss_cls: 8.9509, loss: 8.9509 2025-08-12 17:47:12,483 - pyskl - INFO - Epoch [7][7000/7492] lr: 4.974e-02, eta: 6 days, 12:14:59, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1775, top5_acc: 0.4034, loss_cls: 8.9136, loss: 8.9136 2025-08-12 17:48:05,086 - pyskl - INFO - Epoch [7][7100/7492] lr: 4.974e-02, eta: 6 days, 12:14:09, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1800, top5_acc: 0.3878, loss_cls: 8.9635, loss: 8.9635 2025-08-12 17:48:57,770 - pyskl - INFO - Epoch [7][7200/7492] lr: 4.973e-02, eta: 6 days, 12:13:21, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4191, loss_cls: 8.8322, loss: 8.8322 2025-08-12 17:49:50,204 - pyskl - INFO - Epoch [7][7300/7492] lr: 4.973e-02, eta: 6 days, 12:12:27, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1794, top5_acc: 0.3953, loss_cls: 8.9125, loss: 8.9125 2025-08-12 17:50:43,002 - pyskl - INFO - Epoch [7][7400/7492] lr: 4.973e-02, eta: 6 days, 12:11:41, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1866, top5_acc: 0.4037, loss_cls: 8.8719, loss: 8.8719 2025-08-12 17:51:32,360 - pyskl - INFO - Saving checkpoint at 7 epochs 2025-08-12 17:52:28,504 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 17:52:29,240 - pyskl - INFO - top1_acc 0.1310 top5_acc 0.3251 2025-08-12 17:52:29,240 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 17:52:29,277 - pyskl - INFO - mean_acc 0.1309 2025-08-12 17:52:29,289 - pyskl - INFO - Epoch(val) [7][617] top1_acc: 0.1310, top5_acc: 0.3251, mean_class_accuracy: 0.1309 2025-08-12 17:53:50,188 - pyskl - INFO - Epoch [8][100/7492] lr: 4.973e-02, eta: 6 days, 12:03:16, time: 0.809, data_time: 0.285, memory: 13024, top1_acc: 0.1781, top5_acc: 0.4163, loss_cls: 8.9114, loss: 8.9114 2025-08-12 17:54:42,364 - pyskl - INFO - Epoch [8][200/7492] lr: 4.973e-02, eta: 6 days, 12:02:18, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1759, top5_acc: 0.4016, loss_cls: 8.8788, loss: 8.8788 2025-08-12 17:55:34,547 - pyskl - INFO - Epoch [8][300/7492] lr: 4.973e-02, eta: 6 days, 12:01:20, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1875, top5_acc: 0.4084, loss_cls: 8.8878, loss: 8.8878 2025-08-12 17:56:27,095 - pyskl - INFO - Epoch [8][400/7492] lr: 4.973e-02, eta: 6 days, 12:00:30, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1772, top5_acc: 0.4047, loss_cls: 8.9737, loss: 8.9737 2025-08-12 17:57:19,531 - pyskl - INFO - Epoch [8][500/7492] lr: 4.973e-02, eta: 6 days, 11:59:37, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4200, loss_cls: 8.8350, loss: 8.8350 2025-08-12 17:58:12,349 - pyskl - INFO - Epoch [8][600/7492] lr: 4.973e-02, eta: 6 days, 11:58:52, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1725, top5_acc: 0.3934, loss_cls: 9.0006, loss: 9.0006 2025-08-12 17:59:04,823 - pyskl - INFO - Epoch [8][700/7492] lr: 4.972e-02, eta: 6 days, 11:58:00, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4203, loss_cls: 8.7820, loss: 8.7820 2025-08-12 17:59:57,338 - pyskl - INFO - Epoch [8][800/7492] lr: 4.972e-02, eta: 6 days, 11:57:09, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1831, top5_acc: 0.4053, loss_cls: 8.9248, loss: 8.9248 2025-08-12 18:00:49,756 - pyskl - INFO - Epoch [8][900/7492] lr: 4.972e-02, eta: 6 days, 11:56:16, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1769, top5_acc: 0.4097, loss_cls: 8.8905, loss: 8.8905 2025-08-12 18:01:42,273 - pyskl - INFO - Epoch [8][1000/7492] lr: 4.972e-02, eta: 6 days, 11:55:25, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1881, top5_acc: 0.4044, loss_cls: 8.8888, loss: 8.8888 2025-08-12 18:02:34,632 - pyskl - INFO - Epoch [8][1100/7492] lr: 4.972e-02, eta: 6 days, 11:54:31, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1928, top5_acc: 0.4078, loss_cls: 8.7703, loss: 8.7703 2025-08-12 18:03:27,515 - pyskl - INFO - Epoch [8][1200/7492] lr: 4.972e-02, eta: 6 days, 11:53:48, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1825, top5_acc: 0.4019, loss_cls: 8.9193, loss: 8.9193 2025-08-12 18:04:20,007 - pyskl - INFO - Epoch [8][1300/7492] lr: 4.972e-02, eta: 6 days, 11:52:56, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1769, top5_acc: 0.4000, loss_cls: 8.8515, loss: 8.8515 2025-08-12 18:05:12,573 - pyskl - INFO - Epoch [8][1400/7492] lr: 4.972e-02, eta: 6 days, 11:52:06, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1825, top5_acc: 0.4025, loss_cls: 8.8682, loss: 8.8682 2025-08-12 18:06:05,195 - pyskl - INFO - Epoch [8][1500/7492] lr: 4.972e-02, eta: 6 days, 11:51:17, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1806, top5_acc: 0.4059, loss_cls: 8.8712, loss: 8.8712 2025-08-12 18:06:57,306 - pyskl - INFO - Epoch [8][1600/7492] lr: 4.972e-02, eta: 6 days, 11:50:18, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4109, loss_cls: 8.8015, loss: 8.8015 2025-08-12 18:07:50,121 - pyskl - INFO - Epoch [8][1700/7492] lr: 4.971e-02, eta: 6 days, 11:49:33, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1769, top5_acc: 0.3975, loss_cls: 8.9259, loss: 8.9259 2025-08-12 18:08:42,365 - pyskl - INFO - Epoch [8][1800/7492] lr: 4.971e-02, eta: 6 days, 11:48:37, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1797, top5_acc: 0.4066, loss_cls: 8.8992, loss: 8.8992 2025-08-12 18:09:34,784 - pyskl - INFO - Epoch [8][1900/7492] lr: 4.971e-02, eta: 6 days, 11:47:44, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1969, top5_acc: 0.4200, loss_cls: 8.8437, loss: 8.8437 2025-08-12 18:10:27,372 - pyskl - INFO - Epoch [8][2000/7492] lr: 4.971e-02, eta: 6 days, 11:46:54, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1753, top5_acc: 0.4044, loss_cls: 8.9663, loss: 8.9663 2025-08-12 18:11:19,831 - pyskl - INFO - Epoch [8][2100/7492] lr: 4.971e-02, eta: 6 days, 11:46:02, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1834, top5_acc: 0.4119, loss_cls: 8.8617, loss: 8.8617 2025-08-12 18:12:12,367 - pyskl - INFO - Epoch [8][2200/7492] lr: 4.971e-02, eta: 6 days, 11:45:11, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4328, loss_cls: 8.7455, loss: 8.7455 2025-08-12 18:13:04,987 - pyskl - INFO - Epoch [8][2300/7492] lr: 4.971e-02, eta: 6 days, 11:44:22, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1816, top5_acc: 0.3947, loss_cls: 8.9485, loss: 8.9485 2025-08-12 18:13:57,465 - pyskl - INFO - Epoch [8][2400/7492] lr: 4.971e-02, eta: 6 days, 11:43:30, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1734, top5_acc: 0.4028, loss_cls: 8.9187, loss: 8.9187 2025-08-12 18:14:50,025 - pyskl - INFO - Epoch [8][2500/7492] lr: 4.971e-02, eta: 6 days, 11:42:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4084, loss_cls: 8.8777, loss: 8.8777 2025-08-12 18:15:42,436 - pyskl - INFO - Epoch [8][2600/7492] lr: 4.970e-02, eta: 6 days, 11:41:47, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1784, top5_acc: 0.4097, loss_cls: 8.8825, loss: 8.8825 2025-08-12 18:16:35,068 - pyskl - INFO - Epoch [8][2700/7492] lr: 4.970e-02, eta: 6 days, 11:40:58, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1844, top5_acc: 0.4178, loss_cls: 8.8270, loss: 8.8270 2025-08-12 18:17:27,715 - pyskl - INFO - Epoch [8][2800/7492] lr: 4.970e-02, eta: 6 days, 11:40:10, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1869, top5_acc: 0.3997, loss_cls: 8.8598, loss: 8.8598 2025-08-12 18:18:20,255 - pyskl - INFO - Epoch [8][2900/7492] lr: 4.970e-02, eta: 6 days, 11:39:19, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1884, top5_acc: 0.4100, loss_cls: 8.8292, loss: 8.8292 2025-08-12 18:19:12,435 - pyskl - INFO - Epoch [8][3000/7492] lr: 4.970e-02, eta: 6 days, 11:38:21, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1825, top5_acc: 0.4056, loss_cls: 8.8952, loss: 8.8952 2025-08-12 18:20:04,944 - pyskl - INFO - Epoch [8][3100/7492] lr: 4.970e-02, eta: 6 days, 11:37:30, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1744, top5_acc: 0.4075, loss_cls: 8.9247, loss: 8.9247 2025-08-12 18:20:57,349 - pyskl - INFO - Epoch [8][3200/7492] lr: 4.970e-02, eta: 6 days, 11:36:37, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1769, top5_acc: 0.4056, loss_cls: 8.8658, loss: 8.8658 2025-08-12 18:21:50,049 - pyskl - INFO - Epoch [8][3300/7492] lr: 4.970e-02, eta: 6 days, 11:35:49, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1850, top5_acc: 0.4094, loss_cls: 8.8742, loss: 8.8742 2025-08-12 18:22:42,913 - pyskl - INFO - Epoch [8][3400/7492] lr: 4.970e-02, eta: 6 days, 11:35:05, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1859, top5_acc: 0.4028, loss_cls: 8.9021, loss: 8.9021 2025-08-12 18:23:35,301 - pyskl - INFO - Epoch [8][3500/7492] lr: 4.969e-02, eta: 6 days, 11:34:11, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1828, top5_acc: 0.4066, loss_cls: 8.8825, loss: 8.8825 2025-08-12 18:24:27,835 - pyskl - INFO - Epoch [8][3600/7492] lr: 4.969e-02, eta: 6 days, 11:33:21, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4156, loss_cls: 8.8513, loss: 8.8513 2025-08-12 18:25:20,378 - pyskl - INFO - Epoch [8][3700/7492] lr: 4.969e-02, eta: 6 days, 11:32:30, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4169, loss_cls: 8.8634, loss: 8.8634 2025-08-12 18:26:13,022 - pyskl - INFO - Epoch [8][3800/7492] lr: 4.969e-02, eta: 6 days, 11:31:41, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1787, top5_acc: 0.4053, loss_cls: 8.9004, loss: 8.9004 2025-08-12 18:27:05,455 - pyskl - INFO - Epoch [8][3900/7492] lr: 4.969e-02, eta: 6 days, 11:30:49, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1925, top5_acc: 0.4281, loss_cls: 8.7216, loss: 8.7216 2025-08-12 18:27:57,644 - pyskl - INFO - Epoch [8][4000/7492] lr: 4.969e-02, eta: 6 days, 11:29:51, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1878, top5_acc: 0.4100, loss_cls: 8.8073, loss: 8.8073 2025-08-12 18:28:50,147 - pyskl - INFO - Epoch [8][4100/7492] lr: 4.969e-02, eta: 6 days, 11:29:00, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1762, top5_acc: 0.3941, loss_cls: 8.8904, loss: 8.8904 2025-08-12 18:29:42,549 - pyskl - INFO - Epoch [8][4200/7492] lr: 4.969e-02, eta: 6 days, 11:28:07, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1775, top5_acc: 0.3925, loss_cls: 8.9589, loss: 8.9589 2025-08-12 18:30:35,046 - pyskl - INFO - Epoch [8][4300/7492] lr: 4.969e-02, eta: 6 days, 11:27:15, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1831, top5_acc: 0.4044, loss_cls: 8.8829, loss: 8.8829 2025-08-12 18:31:27,743 - pyskl - INFO - Epoch [8][4400/7492] lr: 4.969e-02, eta: 6 days, 11:26:27, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1872, top5_acc: 0.4163, loss_cls: 8.7992, loss: 8.7992 2025-08-12 18:32:20,520 - pyskl - INFO - Epoch [8][4500/7492] lr: 4.968e-02, eta: 6 days, 11:25:41, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1753, top5_acc: 0.3966, loss_cls: 9.0035, loss: 9.0035 2025-08-12 18:33:13,143 - pyskl - INFO - Epoch [8][4600/7492] lr: 4.968e-02, eta: 6 days, 11:24:52, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1859, top5_acc: 0.4103, loss_cls: 8.9198, loss: 8.9198 2025-08-12 18:34:05,656 - pyskl - INFO - Epoch [8][4700/7492] lr: 4.968e-02, eta: 6 days, 11:24:01, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1828, top5_acc: 0.3869, loss_cls: 8.9608, loss: 8.9608 2025-08-12 18:34:58,327 - pyskl - INFO - Epoch [8][4800/7492] lr: 4.968e-02, eta: 6 days, 11:23:12, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1925, top5_acc: 0.4153, loss_cls: 8.8195, loss: 8.8195 2025-08-12 18:35:50,808 - pyskl - INFO - Epoch [8][4900/7492] lr: 4.968e-02, eta: 6 days, 11:22:20, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1831, top5_acc: 0.4172, loss_cls: 8.8449, loss: 8.8449 2025-08-12 18:36:43,316 - pyskl - INFO - Epoch [8][5000/7492] lr: 4.968e-02, eta: 6 days, 11:21:29, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1825, top5_acc: 0.4125, loss_cls: 8.8540, loss: 8.8540 2025-08-12 18:37:35,997 - pyskl - INFO - Epoch [8][5100/7492] lr: 4.968e-02, eta: 6 days, 11:20:41, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1925, top5_acc: 0.4181, loss_cls: 8.9181, loss: 8.9181 2025-08-12 18:38:28,691 - pyskl - INFO - Epoch [8][5200/7492] lr: 4.968e-02, eta: 6 days, 11:19:53, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1878, top5_acc: 0.4150, loss_cls: 8.8102, loss: 8.8102 2025-08-12 18:39:21,048 - pyskl - INFO - Epoch [8][5300/7492] lr: 4.967e-02, eta: 6 days, 11:18:59, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1909, top5_acc: 0.4131, loss_cls: 8.8342, loss: 8.8342 2025-08-12 18:40:13,349 - pyskl - INFO - Epoch [8][5400/7492] lr: 4.967e-02, eta: 6 days, 11:18:04, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1856, top5_acc: 0.4216, loss_cls: 8.8966, loss: 8.8966 2025-08-12 18:41:06,130 - pyskl - INFO - Epoch [8][5500/7492] lr: 4.967e-02, eta: 6 days, 11:17:17, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1778, top5_acc: 0.4084, loss_cls: 8.8271, loss: 8.8271 2025-08-12 18:41:58,498 - pyskl - INFO - Epoch [8][5600/7492] lr: 4.967e-02, eta: 6 days, 11:16:23, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1841, top5_acc: 0.4075, loss_cls: 8.8207, loss: 8.8207 2025-08-12 18:42:50,941 - pyskl - INFO - Epoch [8][5700/7492] lr: 4.967e-02, eta: 6 days, 11:15:31, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1878, top5_acc: 0.4072, loss_cls: 8.8827, loss: 8.8827 2025-08-12 18:43:43,371 - pyskl - INFO - Epoch [8][5800/7492] lr: 4.967e-02, eta: 6 days, 11:14:38, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4094, loss_cls: 8.8325, loss: 8.8325 2025-08-12 18:44:36,091 - pyskl - INFO - Epoch [8][5900/7492] lr: 4.967e-02, eta: 6 days, 11:13:50, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1822, top5_acc: 0.3978, loss_cls: 8.8658, loss: 8.8658 2025-08-12 18:45:28,387 - pyskl - INFO - Epoch [8][6000/7492] lr: 4.967e-02, eta: 6 days, 11:12:55, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1816, top5_acc: 0.4144, loss_cls: 8.8781, loss: 8.8781 2025-08-12 18:46:20,990 - pyskl - INFO - Epoch [8][6100/7492] lr: 4.967e-02, eta: 6 days, 11:12:05, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1803, top5_acc: 0.4125, loss_cls: 8.8669, loss: 8.8669 2025-08-12 18:47:13,547 - pyskl - INFO - Epoch [8][6200/7492] lr: 4.966e-02, eta: 6 days, 11:11:15, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1841, top5_acc: 0.4075, loss_cls: 8.8942, loss: 8.8942 2025-08-12 18:48:06,062 - pyskl - INFO - Epoch [8][6300/7492] lr: 4.966e-02, eta: 6 days, 11:10:24, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1875, top5_acc: 0.4191, loss_cls: 8.7629, loss: 8.7629 2025-08-12 18:48:58,872 - pyskl - INFO - Epoch [8][6400/7492] lr: 4.966e-02, eta: 6 days, 11:09:38, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1837, top5_acc: 0.4106, loss_cls: 8.8518, loss: 8.8518 2025-08-12 18:49:51,524 - pyskl - INFO - Epoch [8][6500/7492] lr: 4.966e-02, eta: 6 days, 11:08:49, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1969, top5_acc: 0.4284, loss_cls: 8.8048, loss: 8.8048 2025-08-12 18:50:44,265 - pyskl - INFO - Epoch [8][6600/7492] lr: 4.966e-02, eta: 6 days, 11:08:02, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1956, top5_acc: 0.4225, loss_cls: 8.8315, loss: 8.8315 2025-08-12 18:51:36,813 - pyskl - INFO - Epoch [8][6700/7492] lr: 4.966e-02, eta: 6 days, 11:07:11, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1828, top5_acc: 0.4069, loss_cls: 8.8912, loss: 8.8912 2025-08-12 18:52:29,478 - pyskl - INFO - Epoch [8][6800/7492] lr: 4.966e-02, eta: 6 days, 11:06:22, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1872, top5_acc: 0.4088, loss_cls: 8.8960, loss: 8.8960 2025-08-12 18:53:22,221 - pyskl - INFO - Epoch [8][6900/7492] lr: 4.966e-02, eta: 6 days, 11:05:35, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4188, loss_cls: 8.8498, loss: 8.8498 2025-08-12 18:54:14,686 - pyskl - INFO - Epoch [8][7000/7492] lr: 4.966e-02, eta: 6 days, 11:04:43, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1862, top5_acc: 0.3987, loss_cls: 8.9080, loss: 8.9080 2025-08-12 18:55:07,307 - pyskl - INFO - Epoch [8][7100/7492] lr: 4.965e-02, eta: 6 days, 11:03:53, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1909, top5_acc: 0.4125, loss_cls: 8.7857, loss: 8.7857 2025-08-12 18:55:59,968 - pyskl - INFO - Epoch [8][7200/7492] lr: 4.965e-02, eta: 6 days, 11:03:04, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1878, top5_acc: 0.4012, loss_cls: 8.9578, loss: 8.9578 2025-08-12 18:56:52,769 - pyskl - INFO - Epoch [8][7300/7492] lr: 4.965e-02, eta: 6 days, 11:02:18, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1828, top5_acc: 0.4012, loss_cls: 8.8954, loss: 8.8954 2025-08-12 18:57:45,442 - pyskl - INFO - Epoch [8][7400/7492] lr: 4.965e-02, eta: 6 days, 11:01:30, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1891, top5_acc: 0.4097, loss_cls: 8.8688, loss: 8.8688 2025-08-12 18:58:35,077 - pyskl - INFO - Saving checkpoint at 8 epochs 2025-08-12 18:59:55,717 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 18:59:56,450 - pyskl - INFO - top1_acc 0.1466 top5_acc 0.3430 2025-08-12 18:59:56,450 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 18:59:56,487 - pyskl - INFO - mean_acc 0.1465 2025-08-12 18:59:56,551 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_6.pth was removed 2025-08-12 18:59:57,594 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_8.pth. 2025-08-12 18:59:57,595 - pyskl - INFO - Best top1_acc is 0.1466 at 8 epoch. 2025-08-12 18:59:57,610 - pyskl - INFO - Epoch(val) [8][617] top1_acc: 0.1466, top5_acc: 0.3430, mean_class_accuracy: 0.1465 2025-08-12 19:01:19,165 - pyskl - INFO - Epoch [9][100/7492] lr: 4.965e-02, eta: 6 days, 10:54:09, time: 0.815, data_time: 0.289, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4244, loss_cls: 8.8020, loss: 8.8020 2025-08-12 19:02:11,720 - pyskl - INFO - Epoch [9][200/7492] lr: 4.965e-02, eta: 6 days, 10:53:19, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1872, top5_acc: 0.4169, loss_cls: 8.8135, loss: 8.8135 2025-08-12 19:03:04,153 - pyskl - INFO - Epoch [9][300/7492] lr: 4.965e-02, eta: 6 days, 10:52:27, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4391, loss_cls: 8.7728, loss: 8.7728 2025-08-12 19:03:56,292 - pyskl - INFO - Epoch [9][400/7492] lr: 4.965e-02, eta: 6 days, 10:51:30, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1847, top5_acc: 0.4088, loss_cls: 8.8608, loss: 8.8608 2025-08-12 19:04:48,775 - pyskl - INFO - Epoch [9][500/7492] lr: 4.964e-02, eta: 6 days, 10:50:38, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4109, loss_cls: 8.7800, loss: 8.7800 2025-08-12 19:05:41,537 - pyskl - INFO - Epoch [9][600/7492] lr: 4.964e-02, eta: 6 days, 10:49:52, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1872, top5_acc: 0.4138, loss_cls: 8.7941, loss: 8.7941 2025-08-12 19:06:34,031 - pyskl - INFO - Epoch [9][700/7492] lr: 4.964e-02, eta: 6 days, 10:49:01, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4134, loss_cls: 8.8349, loss: 8.8349 2025-08-12 19:07:26,429 - pyskl - INFO - Epoch [9][800/7492] lr: 4.964e-02, eta: 6 days, 10:48:08, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4025, loss_cls: 8.8941, loss: 8.8941 2025-08-12 19:08:18,942 - pyskl - INFO - Epoch [9][900/7492] lr: 4.964e-02, eta: 6 days, 10:47:17, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1913, top5_acc: 0.4153, loss_cls: 8.8579, loss: 8.8579 2025-08-12 19:09:11,493 - pyskl - INFO - Epoch [9][1000/7492] lr: 4.964e-02, eta: 6 days, 10:46:27, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2100, top5_acc: 0.4138, loss_cls: 8.7675, loss: 8.7675 2025-08-12 19:10:04,297 - pyskl - INFO - Epoch [9][1100/7492] lr: 4.964e-02, eta: 6 days, 10:45:41, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1922, top5_acc: 0.4234, loss_cls: 8.8417, loss: 8.8417 2025-08-12 19:10:56,772 - pyskl - INFO - Epoch [9][1200/7492] lr: 4.964e-02, eta: 6 days, 10:44:49, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1850, top5_acc: 0.4006, loss_cls: 8.8679, loss: 8.8679 2025-08-12 19:11:49,341 - pyskl - INFO - Epoch [9][1300/7492] lr: 4.963e-02, eta: 6 days, 10:43:59, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1853, top5_acc: 0.4159, loss_cls: 8.9112, loss: 8.9112 2025-08-12 19:12:41,821 - pyskl - INFO - Epoch [9][1400/7492] lr: 4.963e-02, eta: 6 days, 10:43:08, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4284, loss_cls: 8.7802, loss: 8.7802 2025-08-12 19:13:34,427 - pyskl - INFO - Epoch [9][1500/7492] lr: 4.963e-02, eta: 6 days, 10:42:19, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4256, loss_cls: 8.8345, loss: 8.8345 2025-08-12 19:14:27,077 - pyskl - INFO - Epoch [9][1600/7492] lr: 4.963e-02, eta: 6 days, 10:41:30, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1900, top5_acc: 0.4200, loss_cls: 8.8528, loss: 8.8528 2025-08-12 19:15:19,689 - pyskl - INFO - Epoch [9][1700/7492] lr: 4.963e-02, eta: 6 days, 10:40:41, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4172, loss_cls: 8.8204, loss: 8.8204 2025-08-12 19:16:12,263 - pyskl - INFO - Epoch [9][1800/7492] lr: 4.963e-02, eta: 6 days, 10:39:51, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1881, top5_acc: 0.4113, loss_cls: 8.8949, loss: 8.8949 2025-08-12 19:17:04,793 - pyskl - INFO - Epoch [9][1900/7492] lr: 4.963e-02, eta: 6 days, 10:39:00, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2006, top5_acc: 0.4356, loss_cls: 8.7590, loss: 8.7590 2025-08-12 19:17:57,650 - pyskl - INFO - Epoch [9][2000/7492] lr: 4.963e-02, eta: 6 days, 10:38:15, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1878, top5_acc: 0.4138, loss_cls: 8.9091, loss: 8.9091 2025-08-12 19:18:50,329 - pyskl - INFO - Epoch [9][2100/7492] lr: 4.963e-02, eta: 6 days, 10:37:27, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1853, top5_acc: 0.4078, loss_cls: 8.8708, loss: 8.8708 2025-08-12 19:19:43,049 - pyskl - INFO - Epoch [9][2200/7492] lr: 4.962e-02, eta: 6 days, 10:36:40, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1900, top5_acc: 0.4019, loss_cls: 8.8208, loss: 8.8208 2025-08-12 19:20:35,718 - pyskl - INFO - Epoch [9][2300/7492] lr: 4.962e-02, eta: 6 days, 10:35:51, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1862, top5_acc: 0.4172, loss_cls: 8.8793, loss: 8.8793 2025-08-12 19:21:28,309 - pyskl - INFO - Epoch [9][2400/7492] lr: 4.962e-02, eta: 6 days, 10:35:02, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1878, top5_acc: 0.4241, loss_cls: 8.8349, loss: 8.8349 2025-08-12 19:22:20,941 - pyskl - INFO - Epoch [9][2500/7492] lr: 4.962e-02, eta: 6 days, 10:34:13, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1694, top5_acc: 0.4041, loss_cls: 8.8615, loss: 8.8615 2025-08-12 19:23:13,710 - pyskl - INFO - Epoch [9][2600/7492] lr: 4.962e-02, eta: 6 days, 10:33:26, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4209, loss_cls: 8.7852, loss: 8.7852 2025-08-12 19:24:06,437 - pyskl - INFO - Epoch [9][2700/7492] lr: 4.962e-02, eta: 6 days, 10:32:39, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1947, top5_acc: 0.4125, loss_cls: 8.7706, loss: 8.7706 2025-08-12 19:24:59,198 - pyskl - INFO - Epoch [9][2800/7492] lr: 4.962e-02, eta: 6 days, 10:31:52, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1872, top5_acc: 0.4097, loss_cls: 8.8301, loss: 8.8301 2025-08-12 19:25:51,873 - pyskl - INFO - Epoch [9][2900/7492] lr: 4.962e-02, eta: 6 days, 10:31:04, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1888, top5_acc: 0.4084, loss_cls: 8.9135, loss: 8.9135 2025-08-12 19:26:44,227 - pyskl - INFO - Epoch [9][3000/7492] lr: 4.961e-02, eta: 6 days, 10:30:10, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1922, top5_acc: 0.4222, loss_cls: 8.7861, loss: 8.7861 2025-08-12 19:27:37,035 - pyskl - INFO - Epoch [9][3100/7492] lr: 4.961e-02, eta: 6 days, 10:29:24, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1847, top5_acc: 0.4219, loss_cls: 8.8255, loss: 8.8255 2025-08-12 19:28:29,882 - pyskl - INFO - Epoch [9][3200/7492] lr: 4.961e-02, eta: 6 days, 10:28:38, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1878, top5_acc: 0.4050, loss_cls: 8.8483, loss: 8.8483 2025-08-12 19:29:22,478 - pyskl - INFO - Epoch [9][3300/7492] lr: 4.961e-02, eta: 6 days, 10:27:49, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1853, top5_acc: 0.4222, loss_cls: 8.7589, loss: 8.7589 2025-08-12 19:30:15,075 - pyskl - INFO - Epoch [9][3400/7492] lr: 4.961e-02, eta: 6 days, 10:26:59, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1897, top5_acc: 0.4116, loss_cls: 8.8126, loss: 8.8126 2025-08-12 19:31:07,694 - pyskl - INFO - Epoch [9][3500/7492] lr: 4.961e-02, eta: 6 days, 10:26:10, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4119, loss_cls: 8.7779, loss: 8.7779 2025-08-12 19:32:00,338 - pyskl - INFO - Epoch [9][3600/7492] lr: 4.961e-02, eta: 6 days, 10:25:21, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1875, top5_acc: 0.4166, loss_cls: 8.8982, loss: 8.8982 2025-08-12 19:32:52,812 - pyskl - INFO - Epoch [9][3700/7492] lr: 4.961e-02, eta: 6 days, 10:24:29, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4231, loss_cls: 8.7935, loss: 8.7935 2025-08-12 19:33:45,309 - pyskl - INFO - Epoch [9][3800/7492] lr: 4.960e-02, eta: 6 days, 10:23:38, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2134, top5_acc: 0.4250, loss_cls: 8.8117, loss: 8.8117 2025-08-12 19:34:38,060 - pyskl - INFO - Epoch [9][3900/7492] lr: 4.960e-02, eta: 6 days, 10:22:51, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1903, top5_acc: 0.4084, loss_cls: 8.8912, loss: 8.8912 2025-08-12 19:35:30,725 - pyskl - INFO - Epoch [9][4000/7492] lr: 4.960e-02, eta: 6 days, 10:22:02, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4238, loss_cls: 8.8052, loss: 8.8052 2025-08-12 19:36:23,350 - pyskl - INFO - Epoch [9][4100/7492] lr: 4.960e-02, eta: 6 days, 10:21:13, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1750, top5_acc: 0.4044, loss_cls: 8.9298, loss: 8.9298 2025-08-12 19:37:16,070 - pyskl - INFO - Epoch [9][4200/7492] lr: 4.960e-02, eta: 6 days, 10:20:25, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1831, top5_acc: 0.4091, loss_cls: 8.8509, loss: 8.8509 2025-08-12 19:38:08,782 - pyskl - INFO - Epoch [9][4300/7492] lr: 4.960e-02, eta: 6 days, 10:19:37, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1853, top5_acc: 0.4113, loss_cls: 8.8300, loss: 8.8300 2025-08-12 19:39:01,328 - pyskl - INFO - Epoch [9][4400/7492] lr: 4.960e-02, eta: 6 days, 10:18:47, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1862, top5_acc: 0.4122, loss_cls: 8.8387, loss: 8.8387 2025-08-12 19:39:54,063 - pyskl - INFO - Epoch [9][4500/7492] lr: 4.960e-02, eta: 6 days, 10:17:59, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4150, loss_cls: 8.7981, loss: 8.7981 2025-08-12 19:40:46,776 - pyskl - INFO - Epoch [9][4600/7492] lr: 4.959e-02, eta: 6 days, 10:17:11, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4181, loss_cls: 8.8621, loss: 8.8621 2025-08-12 19:41:39,557 - pyskl - INFO - Epoch [9][4700/7492] lr: 4.959e-02, eta: 6 days, 10:16:24, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4172, loss_cls: 8.8538, loss: 8.8538 2025-08-12 19:42:32,173 - pyskl - INFO - Epoch [9][4800/7492] lr: 4.959e-02, eta: 6 days, 10:15:35, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4197, loss_cls: 8.7921, loss: 8.7921 2025-08-12 19:43:24,928 - pyskl - INFO - Epoch [9][4900/7492] lr: 4.959e-02, eta: 6 days, 10:14:48, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1909, top5_acc: 0.4241, loss_cls: 8.8183, loss: 8.8183 2025-08-12 19:44:17,680 - pyskl - INFO - Epoch [9][5000/7492] lr: 4.959e-02, eta: 6 days, 10:14:00, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1975, top5_acc: 0.4222, loss_cls: 8.7691, loss: 8.7691 2025-08-12 19:45:10,357 - pyskl - INFO - Epoch [9][5100/7492] lr: 4.959e-02, eta: 6 days, 10:13:12, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1906, top5_acc: 0.4228, loss_cls: 8.8031, loss: 8.8031 2025-08-12 19:46:02,965 - pyskl - INFO - Epoch [9][5200/7492] lr: 4.959e-02, eta: 6 days, 10:12:22, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1856, top5_acc: 0.4122, loss_cls: 8.8604, loss: 8.8604 2025-08-12 19:46:55,557 - pyskl - INFO - Epoch [9][5300/7492] lr: 4.959e-02, eta: 6 days, 10:11:32, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1963, top5_acc: 0.4116, loss_cls: 8.8593, loss: 8.8593 2025-08-12 19:47:48,185 - pyskl - INFO - Epoch [9][5400/7492] lr: 4.958e-02, eta: 6 days, 10:10:43, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1897, top5_acc: 0.4241, loss_cls: 8.7882, loss: 8.7882 2025-08-12 19:48:40,878 - pyskl - INFO - Epoch [9][5500/7492] lr: 4.958e-02, eta: 6 days, 10:09:54, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1922, top5_acc: 0.4194, loss_cls: 8.7885, loss: 8.7885 2025-08-12 19:49:33,528 - pyskl - INFO - Epoch [9][5600/7492] lr: 4.958e-02, eta: 6 days, 10:09:05, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1913, top5_acc: 0.4166, loss_cls: 8.7659, loss: 8.7659 2025-08-12 19:50:26,065 - pyskl - INFO - Epoch [9][5700/7492] lr: 4.958e-02, eta: 6 days, 10:08:15, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4219, loss_cls: 8.7804, loss: 8.7804 2025-08-12 19:51:18,431 - pyskl - INFO - Epoch [9][5800/7492] lr: 4.958e-02, eta: 6 days, 10:07:21, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1837, top5_acc: 0.4050, loss_cls: 8.8448, loss: 8.8448 2025-08-12 19:52:11,086 - pyskl - INFO - Epoch [9][5900/7492] lr: 4.958e-02, eta: 6 days, 10:06:32, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1816, top5_acc: 0.4163, loss_cls: 8.8150, loss: 8.8150 2025-08-12 19:53:03,612 - pyskl - INFO - Epoch [9][6000/7492] lr: 4.958e-02, eta: 6 days, 10:05:41, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1825, top5_acc: 0.4116, loss_cls: 8.8413, loss: 8.8413 2025-08-12 19:53:56,286 - pyskl - INFO - Epoch [9][6100/7492] lr: 4.958e-02, eta: 6 days, 10:04:52, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1897, top5_acc: 0.4163, loss_cls: 8.7552, loss: 8.7552 2025-08-12 19:54:48,694 - pyskl - INFO - Epoch [9][6200/7492] lr: 4.957e-02, eta: 6 days, 10:03:59, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1891, top5_acc: 0.4153, loss_cls: 8.8669, loss: 8.8669 2025-08-12 19:55:41,326 - pyskl - INFO - Epoch [9][6300/7492] lr: 4.957e-02, eta: 6 days, 10:03:10, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2050, top5_acc: 0.4278, loss_cls: 8.7781, loss: 8.7781 2025-08-12 19:56:33,885 - pyskl - INFO - Epoch [9][6400/7492] lr: 4.957e-02, eta: 6 days, 10:02:19, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1766, top5_acc: 0.4006, loss_cls: 8.8767, loss: 8.8767 2025-08-12 19:57:26,607 - pyskl - INFO - Epoch [9][6500/7492] lr: 4.957e-02, eta: 6 days, 10:01:31, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4278, loss_cls: 8.7589, loss: 8.7589 2025-08-12 19:58:19,311 - pyskl - INFO - Epoch [9][6600/7492] lr: 4.957e-02, eta: 6 days, 10:00:43, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1822, top5_acc: 0.4088, loss_cls: 8.8527, loss: 8.8527 2025-08-12 19:59:11,796 - pyskl - INFO - Epoch [9][6700/7492] lr: 4.957e-02, eta: 6 days, 9:59:51, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4106, loss_cls: 8.8055, loss: 8.8055 2025-08-12 20:00:04,556 - pyskl - INFO - Epoch [9][6800/7492] lr: 4.957e-02, eta: 6 days, 9:59:04, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1859, top5_acc: 0.4150, loss_cls: 8.7739, loss: 8.7739 2025-08-12 20:00:57,266 - pyskl - INFO - Epoch [9][6900/7492] lr: 4.956e-02, eta: 6 days, 9:58:16, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4131, loss_cls: 8.7381, loss: 8.7381 2025-08-12 20:01:49,854 - pyskl - INFO - Epoch [9][7000/7492] lr: 4.956e-02, eta: 6 days, 9:57:25, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1856, top5_acc: 0.4103, loss_cls: 8.7993, loss: 8.7993 2025-08-12 20:02:42,293 - pyskl - INFO - Epoch [9][7100/7492] lr: 4.956e-02, eta: 6 days, 9:56:33, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4238, loss_cls: 8.7893, loss: 8.7893 2025-08-12 20:03:34,939 - pyskl - INFO - Epoch [9][7200/7492] lr: 4.956e-02, eta: 6 days, 9:55:44, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1844, top5_acc: 0.4056, loss_cls: 8.8563, loss: 8.8563 2025-08-12 20:04:27,386 - pyskl - INFO - Epoch [9][7300/7492] lr: 4.956e-02, eta: 6 days, 9:54:51, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1822, top5_acc: 0.4097, loss_cls: 8.9175, loss: 8.9175 2025-08-12 20:05:19,819 - pyskl - INFO - Epoch [9][7400/7492] lr: 4.956e-02, eta: 6 days, 9:53:59, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1778, top5_acc: 0.4025, loss_cls: 8.9371, loss: 8.9371 2025-08-12 20:06:09,078 - pyskl - INFO - Saving checkpoint at 9 epochs 2025-08-12 20:07:05,531 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 20:07:06,259 - pyskl - INFO - top1_acc 0.1365 top5_acc 0.3280 2025-08-12 20:07:06,259 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 20:07:06,295 - pyskl - INFO - mean_acc 0.1366 2025-08-12 20:07:06,308 - pyskl - INFO - Epoch(val) [9][617] top1_acc: 0.1365, top5_acc: 0.3280, mean_class_accuracy: 0.1366 2025-08-12 20:08:27,871 - pyskl - INFO - Epoch [10][100/7492] lr: 4.956e-02, eta: 6 days, 9:47:19, time: 0.816, data_time: 0.292, memory: 13024, top1_acc: 0.1978, top5_acc: 0.4238, loss_cls: 8.8362, loss: 8.8362 2025-08-12 20:09:19,974 - pyskl - INFO - Epoch [10][200/7492] lr: 4.955e-02, eta: 6 days, 9:46:21, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1866, top5_acc: 0.4097, loss_cls: 8.8873, loss: 8.8873 2025-08-12 20:10:12,598 - pyskl - INFO - Epoch [10][300/7492] lr: 4.955e-02, eta: 6 days, 9:45:32, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1869, top5_acc: 0.4169, loss_cls: 8.8415, loss: 8.8415 2025-08-12 20:11:05,073 - pyskl - INFO - Epoch [10][400/7492] lr: 4.955e-02, eta: 6 days, 9:44:41, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1894, top5_acc: 0.4244, loss_cls: 8.7553, loss: 8.7553 2025-08-12 20:11:57,802 - pyskl - INFO - Epoch [10][500/7492] lr: 4.955e-02, eta: 6 days, 9:43:53, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1966, top5_acc: 0.4300, loss_cls: 8.7425, loss: 8.7425 2025-08-12 20:12:50,296 - pyskl - INFO - Epoch [10][600/7492] lr: 4.955e-02, eta: 6 days, 9:43:02, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4303, loss_cls: 8.7272, loss: 8.7272 2025-08-12 20:13:43,199 - pyskl - INFO - Epoch [10][700/7492] lr: 4.955e-02, eta: 6 days, 9:42:17, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1903, top5_acc: 0.4219, loss_cls: 8.8313, loss: 8.8313 2025-08-12 20:14:35,984 - pyskl - INFO - Epoch [10][800/7492] lr: 4.955e-02, eta: 6 days, 9:41:31, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2053, top5_acc: 0.4269, loss_cls: 8.7028, loss: 8.7028 2025-08-12 20:15:28,776 - pyskl - INFO - Epoch [10][900/7492] lr: 4.955e-02, eta: 6 days, 9:40:44, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1787, top5_acc: 0.4197, loss_cls: 8.8535, loss: 8.8535 2025-08-12 20:16:21,333 - pyskl - INFO - Epoch [10][1000/7492] lr: 4.954e-02, eta: 6 days, 9:39:54, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1906, top5_acc: 0.4309, loss_cls: 8.7120, loss: 8.7120 2025-08-12 20:17:14,279 - pyskl - INFO - Epoch [10][1100/7492] lr: 4.954e-02, eta: 6 days, 9:39:09, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4209, loss_cls: 8.7770, loss: 8.7770 2025-08-12 20:18:07,222 - pyskl - INFO - Epoch [10][1200/7492] lr: 4.954e-02, eta: 6 days, 9:38:25, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2056, top5_acc: 0.4347, loss_cls: 8.7401, loss: 8.7401 2025-08-12 20:19:00,547 - pyskl - INFO - Epoch [10][1300/7492] lr: 4.954e-02, eta: 6 days, 9:37:46, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4188, loss_cls: 8.7213, loss: 8.7213 2025-08-12 20:19:53,691 - pyskl - INFO - Epoch [10][1400/7492] lr: 4.954e-02, eta: 6 days, 9:37:05, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1975, top5_acc: 0.4378, loss_cls: 8.6963, loss: 8.6963 2025-08-12 20:20:46,636 - pyskl - INFO - Epoch [10][1500/7492] lr: 4.954e-02, eta: 6 days, 9:36:21, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4203, loss_cls: 8.8136, loss: 8.8136 2025-08-12 20:21:39,425 - pyskl - INFO - Epoch [10][1600/7492] lr: 4.954e-02, eta: 6 days, 9:35:34, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1837, top5_acc: 0.4069, loss_cls: 8.8527, loss: 8.8527 2025-08-12 20:22:32,055 - pyskl - INFO - Epoch [10][1700/7492] lr: 4.953e-02, eta: 6 days, 9:34:45, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4147, loss_cls: 8.8190, loss: 8.8190 2025-08-12 20:23:24,706 - pyskl - INFO - Epoch [10][1800/7492] lr: 4.953e-02, eta: 6 days, 9:33:56, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4328, loss_cls: 8.6652, loss: 8.6652 2025-08-12 20:24:17,248 - pyskl - INFO - Epoch [10][1900/7492] lr: 4.953e-02, eta: 6 days, 9:33:05, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1922, top5_acc: 0.4159, loss_cls: 8.8680, loss: 8.8680 2025-08-12 20:25:09,854 - pyskl - INFO - Epoch [10][2000/7492] lr: 4.953e-02, eta: 6 days, 9:32:15, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4194, loss_cls: 8.7935, loss: 8.7935 2025-08-12 20:26:02,489 - pyskl - INFO - Epoch [10][2100/7492] lr: 4.953e-02, eta: 6 days, 9:31:26, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1966, top5_acc: 0.4213, loss_cls: 8.9054, loss: 8.9054 2025-08-12 20:26:54,986 - pyskl - INFO - Epoch [10][2200/7492] lr: 4.953e-02, eta: 6 days, 9:30:35, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4181, loss_cls: 8.8136, loss: 8.8136 2025-08-12 20:27:47,713 - pyskl - INFO - Epoch [10][2300/7492] lr: 4.953e-02, eta: 6 days, 9:29:47, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2122, top5_acc: 0.4366, loss_cls: 8.6741, loss: 8.6741 2025-08-12 20:28:40,229 - pyskl - INFO - Epoch [10][2400/7492] lr: 4.953e-02, eta: 6 days, 9:28:56, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4203, loss_cls: 8.7863, loss: 8.7863 2025-08-12 20:29:32,677 - pyskl - INFO - Epoch [10][2500/7492] lr: 4.952e-02, eta: 6 days, 9:28:04, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1831, top5_acc: 0.4219, loss_cls: 8.7982, loss: 8.7982 2025-08-12 20:30:25,246 - pyskl - INFO - Epoch [10][2600/7492] lr: 4.952e-02, eta: 6 days, 9:27:14, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1891, top5_acc: 0.4091, loss_cls: 8.8484, loss: 8.8484 2025-08-12 20:31:17,694 - pyskl - INFO - Epoch [10][2700/7492] lr: 4.952e-02, eta: 6 days, 9:26:22, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1844, top5_acc: 0.4184, loss_cls: 8.8281, loss: 8.8281 2025-08-12 20:32:10,373 - pyskl - INFO - Epoch [10][2800/7492] lr: 4.952e-02, eta: 6 days, 9:25:33, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4303, loss_cls: 8.7066, loss: 8.7066 2025-08-12 20:33:03,617 - pyskl - INFO - Epoch [10][2900/7492] lr: 4.952e-02, eta: 6 days, 9:24:53, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.1866, top5_acc: 0.4144, loss_cls: 8.8232, loss: 8.8232 2025-08-12 20:33:56,529 - pyskl - INFO - Epoch [10][3000/7492] lr: 4.952e-02, eta: 6 days, 9:24:08, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1944, top5_acc: 0.4147, loss_cls: 8.8192, loss: 8.8192 2025-08-12 20:34:49,334 - pyskl - INFO - Epoch [10][3100/7492] lr: 4.952e-02, eta: 6 days, 9:23:21, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2059, top5_acc: 0.4184, loss_cls: 8.7719, loss: 8.7719 2025-08-12 20:35:41,828 - pyskl - INFO - Epoch [10][3200/7492] lr: 4.951e-02, eta: 6 days, 9:22:29, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1925, top5_acc: 0.4288, loss_cls: 8.7971, loss: 8.7971 2025-08-12 20:36:34,552 - pyskl - INFO - Epoch [10][3300/7492] lr: 4.951e-02, eta: 6 days, 9:21:41, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1984, top5_acc: 0.4269, loss_cls: 8.8344, loss: 8.8344 2025-08-12 20:37:27,245 - pyskl - INFO - Epoch [10][3400/7492] lr: 4.951e-02, eta: 6 days, 9:20:53, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1978, top5_acc: 0.4216, loss_cls: 8.7790, loss: 8.7790 2025-08-12 20:38:19,682 - pyskl - INFO - Epoch [10][3500/7492] lr: 4.951e-02, eta: 6 days, 9:20:01, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1897, top5_acc: 0.4178, loss_cls: 8.8114, loss: 8.8114 2025-08-12 20:39:12,371 - pyskl - INFO - Epoch [10][3600/7492] lr: 4.951e-02, eta: 6 days, 9:19:12, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1866, top5_acc: 0.4172, loss_cls: 8.8190, loss: 8.8190 2025-08-12 20:40:04,901 - pyskl - INFO - Epoch [10][3700/7492] lr: 4.951e-02, eta: 6 days, 9:18:21, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1856, top5_acc: 0.4084, loss_cls: 8.8393, loss: 8.8393 2025-08-12 20:40:57,425 - pyskl - INFO - Epoch [10][3800/7492] lr: 4.951e-02, eta: 6 days, 9:17:30, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4288, loss_cls: 8.7474, loss: 8.7474 2025-08-12 20:41:49,800 - pyskl - INFO - Epoch [10][3900/7492] lr: 4.950e-02, eta: 6 days, 9:16:37, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2062, top5_acc: 0.4344, loss_cls: 8.7225, loss: 8.7225 2025-08-12 20:42:42,461 - pyskl - INFO - Epoch [10][4000/7492] lr: 4.950e-02, eta: 6 days, 9:15:48, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1963, top5_acc: 0.4181, loss_cls: 8.7720, loss: 8.7720 2025-08-12 20:43:34,891 - pyskl - INFO - Epoch [10][4100/7492] lr: 4.950e-02, eta: 6 days, 9:14:55, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4175, loss_cls: 8.7994, loss: 8.7994 2025-08-12 20:44:27,397 - pyskl - INFO - Epoch [10][4200/7492] lr: 4.950e-02, eta: 6 days, 9:14:04, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1894, top5_acc: 0.4247, loss_cls: 8.8377, loss: 8.8377 2025-08-12 20:45:20,156 - pyskl - INFO - Epoch [10][4300/7492] lr: 4.950e-02, eta: 6 days, 9:13:16, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1953, top5_acc: 0.4213, loss_cls: 8.8395, loss: 8.8395 2025-08-12 20:46:13,195 - pyskl - INFO - Epoch [10][4400/7492] lr: 4.950e-02, eta: 6 days, 9:12:33, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.2006, top5_acc: 0.4191, loss_cls: 8.7871, loss: 8.7871 2025-08-12 20:47:05,701 - pyskl - INFO - Epoch [10][4500/7492] lr: 4.950e-02, eta: 6 days, 9:11:42, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1956, top5_acc: 0.4241, loss_cls: 8.7520, loss: 8.7520 2025-08-12 20:47:58,266 - pyskl - INFO - Epoch [10][4600/7492] lr: 4.949e-02, eta: 6 days, 9:10:51, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1928, top5_acc: 0.4244, loss_cls: 8.7745, loss: 8.7745 2025-08-12 20:48:50,839 - pyskl - INFO - Epoch [10][4700/7492] lr: 4.949e-02, eta: 6 days, 9:10:01, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1800, top5_acc: 0.4134, loss_cls: 8.7970, loss: 8.7970 2025-08-12 20:49:43,733 - pyskl - INFO - Epoch [10][4800/7492] lr: 4.949e-02, eta: 6 days, 9:09:15, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4303, loss_cls: 8.7756, loss: 8.7756 2025-08-12 20:50:36,033 - pyskl - INFO - Epoch [10][4900/7492] lr: 4.949e-02, eta: 6 days, 9:08:21, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4213, loss_cls: 8.7425, loss: 8.7425 2025-08-12 20:51:28,589 - pyskl - INFO - Epoch [10][5000/7492] lr: 4.949e-02, eta: 6 days, 9:07:30, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4031, loss_cls: 8.8465, loss: 8.8465 2025-08-12 20:52:21,173 - pyskl - INFO - Epoch [10][5100/7492] lr: 4.949e-02, eta: 6 days, 9:06:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1963, top5_acc: 0.4253, loss_cls: 8.8746, loss: 8.8746 2025-08-12 20:53:13,569 - pyskl - INFO - Epoch [10][5200/7492] lr: 4.949e-02, eta: 6 days, 9:05:47, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1963, top5_acc: 0.4138, loss_cls: 8.8217, loss: 8.8217 2025-08-12 20:54:05,843 - pyskl - INFO - Epoch [10][5300/7492] lr: 4.949e-02, eta: 6 days, 9:04:52, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4231, loss_cls: 8.8272, loss: 8.8272 2025-08-12 20:54:58,434 - pyskl - INFO - Epoch [10][5400/7492] lr: 4.948e-02, eta: 6 days, 9:04:02, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1953, top5_acc: 0.4203, loss_cls: 8.7799, loss: 8.7799 2025-08-12 20:55:51,138 - pyskl - INFO - Epoch [10][5500/7492] lr: 4.948e-02, eta: 6 days, 9:03:14, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4203, loss_cls: 8.7119, loss: 8.7119 2025-08-12 20:56:44,410 - pyskl - INFO - Epoch [10][5600/7492] lr: 4.948e-02, eta: 6 days, 9:02:33, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4184, loss_cls: 8.8338, loss: 8.8338 2025-08-12 20:57:36,898 - pyskl - INFO - Epoch [10][5700/7492] lr: 4.948e-02, eta: 6 days, 9:01:42, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1956, top5_acc: 0.4209, loss_cls: 8.8048, loss: 8.8048 2025-08-12 20:58:29,732 - pyskl - INFO - Epoch [10][5800/7492] lr: 4.948e-02, eta: 6 days, 9:00:55, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4309, loss_cls: 8.7144, loss: 8.7144 2025-08-12 20:59:22,154 - pyskl - INFO - Epoch [10][5900/7492] lr: 4.948e-02, eta: 6 days, 9:00:02, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4206, loss_cls: 8.8415, loss: 8.8415 2025-08-12 21:00:14,436 - pyskl - INFO - Epoch [10][6000/7492] lr: 4.948e-02, eta: 6 days, 8:59:08, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4175, loss_cls: 8.7585, loss: 8.7585 2025-08-12 21:01:06,827 - pyskl - INFO - Epoch [10][6100/7492] lr: 4.947e-02, eta: 6 days, 8:58:15, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4122, loss_cls: 8.8626, loss: 8.8626 2025-08-12 21:01:59,370 - pyskl - INFO - Epoch [10][6200/7492] lr: 4.947e-02, eta: 6 days, 8:57:24, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4188, loss_cls: 8.8434, loss: 8.8434 2025-08-12 21:02:51,656 - pyskl - INFO - Epoch [10][6300/7492] lr: 4.947e-02, eta: 6 days, 8:56:29, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1906, top5_acc: 0.4203, loss_cls: 8.7314, loss: 8.7314 2025-08-12 21:03:43,737 - pyskl - INFO - Epoch [10][6400/7492] lr: 4.947e-02, eta: 6 days, 8:55:32, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4206, loss_cls: 8.8103, loss: 8.8103 2025-08-12 21:04:36,358 - pyskl - INFO - Epoch [10][6500/7492] lr: 4.947e-02, eta: 6 days, 8:54:42, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1891, top5_acc: 0.4119, loss_cls: 8.8732, loss: 8.8732 2025-08-12 21:05:28,584 - pyskl - INFO - Epoch [10][6600/7492] lr: 4.947e-02, eta: 6 days, 8:53:46, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4134, loss_cls: 8.8686, loss: 8.8686 2025-08-12 21:06:20,842 - pyskl - INFO - Epoch [10][6700/7492] lr: 4.947e-02, eta: 6 days, 8:52:52, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1978, top5_acc: 0.4078, loss_cls: 8.8777, loss: 8.8777 2025-08-12 21:07:13,408 - pyskl - INFO - Epoch [10][6800/7492] lr: 4.946e-02, eta: 6 days, 8:52:01, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4316, loss_cls: 8.7064, loss: 8.7064 2025-08-12 21:08:06,098 - pyskl - INFO - Epoch [10][6900/7492] lr: 4.946e-02, eta: 6 days, 8:51:12, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1862, top5_acc: 0.4072, loss_cls: 8.8821, loss: 8.8821 2025-08-12 21:08:58,800 - pyskl - INFO - Epoch [10][7000/7492] lr: 4.946e-02, eta: 6 days, 8:50:24, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1981, top5_acc: 0.4156, loss_cls: 8.7630, loss: 8.7630 2025-08-12 21:09:51,441 - pyskl - INFO - Epoch [10][7100/7492] lr: 4.946e-02, eta: 6 days, 8:49:34, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1894, top5_acc: 0.4128, loss_cls: 8.8075, loss: 8.8075 2025-08-12 21:10:44,114 - pyskl - INFO - Epoch [10][7200/7492] lr: 4.946e-02, eta: 6 days, 8:48:45, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1913, top5_acc: 0.4188, loss_cls: 8.7946, loss: 8.7946 2025-08-12 21:11:36,868 - pyskl - INFO - Epoch [10][7300/7492] lr: 4.946e-02, eta: 6 days, 8:47:57, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1897, top5_acc: 0.4113, loss_cls: 8.8990, loss: 8.8990 2025-08-12 21:12:29,335 - pyskl - INFO - Epoch [10][7400/7492] lr: 4.946e-02, eta: 6 days, 8:47:05, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1888, top5_acc: 0.4194, loss_cls: 8.8956, loss: 8.8956 2025-08-12 21:13:18,690 - pyskl - INFO - Saving checkpoint at 10 epochs 2025-08-12 21:14:16,401 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 21:14:17,153 - pyskl - INFO - top1_acc 0.1402 top5_acc 0.3520 2025-08-12 21:14:17,154 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 21:14:17,194 - pyskl - INFO - mean_acc 0.1401 2025-08-12 21:14:17,207 - pyskl - INFO - Epoch(val) [10][617] top1_acc: 0.1402, top5_acc: 0.3520, mean_class_accuracy: 0.1401 2025-08-12 21:15:39,489 - pyskl - INFO - Epoch [11][100/7492] lr: 4.945e-02, eta: 6 days, 8:41:07, time: 0.823, data_time: 0.294, memory: 13024, top1_acc: 0.1969, top5_acc: 0.4319, loss_cls: 8.7784, loss: 8.7784 2025-08-12 21:16:31,827 - pyskl - INFO - Epoch [11][200/7492] lr: 4.945e-02, eta: 6 days, 8:40:14, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1978, top5_acc: 0.4294, loss_cls: 8.6513, loss: 8.6513 2025-08-12 21:17:24,137 - pyskl - INFO - Epoch [11][300/7492] lr: 4.945e-02, eta: 6 days, 8:39:20, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1922, top5_acc: 0.4216, loss_cls: 8.7841, loss: 8.7841 2025-08-12 21:18:16,850 - pyskl - INFO - Epoch [11][400/7492] lr: 4.945e-02, eta: 6 days, 8:38:32, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1881, top5_acc: 0.4150, loss_cls: 8.7785, loss: 8.7785 2025-08-12 21:19:09,382 - pyskl - INFO - Epoch [11][500/7492] lr: 4.945e-02, eta: 6 days, 8:37:41, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4359, loss_cls: 8.6201, loss: 8.6201 2025-08-12 21:20:02,041 - pyskl - INFO - Epoch [11][600/7492] lr: 4.944e-02, eta: 6 days, 8:36:52, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1928, top5_acc: 0.4144, loss_cls: 8.8089, loss: 8.8089 2025-08-12 21:20:54,605 - pyskl - INFO - Epoch [11][700/7492] lr: 4.944e-02, eta: 6 days, 8:36:02, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2037, top5_acc: 0.4247, loss_cls: 8.7349, loss: 8.7349 2025-08-12 21:21:47,036 - pyskl - INFO - Epoch [11][800/7492] lr: 4.944e-02, eta: 6 days, 8:35:09, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4225, loss_cls: 8.7785, loss: 8.7785 2025-08-12 21:22:39,548 - pyskl - INFO - Epoch [11][900/7492] lr: 4.944e-02, eta: 6 days, 8:34:18, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1850, top5_acc: 0.4222, loss_cls: 8.7740, loss: 8.7740 2025-08-12 21:23:31,988 - pyskl - INFO - Epoch [11][1000/7492] lr: 4.944e-02, eta: 6 days, 8:33:26, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4209, loss_cls: 8.7566, loss: 8.7566 2025-08-12 21:24:24,398 - pyskl - INFO - Epoch [11][1100/7492] lr: 4.944e-02, eta: 6 days, 8:32:34, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1859, top5_acc: 0.4084, loss_cls: 8.7940, loss: 8.7940 2025-08-12 21:25:16,805 - pyskl - INFO - Epoch [11][1200/7492] lr: 4.944e-02, eta: 6 days, 8:31:41, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1956, top5_acc: 0.4191, loss_cls: 8.7576, loss: 8.7576 2025-08-12 21:26:09,319 - pyskl - INFO - Epoch [11][1300/7492] lr: 4.943e-02, eta: 6 days, 8:30:50, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2013, top5_acc: 0.4356, loss_cls: 8.6673, loss: 8.6673 2025-08-12 21:27:01,780 - pyskl - INFO - Epoch [11][1400/7492] lr: 4.943e-02, eta: 6 days, 8:29:59, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4331, loss_cls: 8.7284, loss: 8.7284 2025-08-12 21:27:54,101 - pyskl - INFO - Epoch [11][1500/7492] lr: 4.943e-02, eta: 6 days, 8:29:05, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1906, top5_acc: 0.4141, loss_cls: 8.8269, loss: 8.8269 2025-08-12 21:28:46,546 - pyskl - INFO - Epoch [11][1600/7492] lr: 4.943e-02, eta: 6 days, 8:28:13, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1866, top5_acc: 0.4019, loss_cls: 8.8577, loss: 8.8577 2025-08-12 21:29:39,038 - pyskl - INFO - Epoch [11][1700/7492] lr: 4.943e-02, eta: 6 days, 8:27:22, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4259, loss_cls: 8.7779, loss: 8.7779 2025-08-12 21:30:31,562 - pyskl - INFO - Epoch [11][1800/7492] lr: 4.943e-02, eta: 6 days, 8:26:31, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4119, loss_cls: 8.8450, loss: 8.8450 2025-08-12 21:31:24,024 - pyskl - INFO - Epoch [11][1900/7492] lr: 4.943e-02, eta: 6 days, 8:25:39, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4269, loss_cls: 8.8173, loss: 8.8173 2025-08-12 21:32:16,452 - pyskl - INFO - Epoch [11][2000/7492] lr: 4.942e-02, eta: 6 days, 8:24:47, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4216, loss_cls: 8.8073, loss: 8.8073 2025-08-12 21:33:08,580 - pyskl - INFO - Epoch [11][2100/7492] lr: 4.942e-02, eta: 6 days, 8:23:51, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1862, top5_acc: 0.4184, loss_cls: 8.7725, loss: 8.7725 2025-08-12 21:34:01,268 - pyskl - INFO - Epoch [11][2200/7492] lr: 4.942e-02, eta: 6 days, 8:23:02, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4303, loss_cls: 8.7086, loss: 8.7086 2025-08-12 21:34:54,352 - pyskl - INFO - Epoch [11][2300/7492] lr: 4.942e-02, eta: 6 days, 8:22:19, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1947, top5_acc: 0.4128, loss_cls: 8.8404, loss: 8.8404 2025-08-12 21:35:46,787 - pyskl - INFO - Epoch [11][2400/7492] lr: 4.942e-02, eta: 6 days, 8:21:27, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4381, loss_cls: 8.6826, loss: 8.6826 2025-08-12 21:36:39,365 - pyskl - INFO - Epoch [11][2500/7492] lr: 4.942e-02, eta: 6 days, 8:20:36, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1956, top5_acc: 0.4359, loss_cls: 8.7554, loss: 8.7554 2025-08-12 21:37:31,763 - pyskl - INFO - Epoch [11][2600/7492] lr: 4.942e-02, eta: 6 days, 8:19:44, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4347, loss_cls: 8.7494, loss: 8.7494 2025-08-12 21:38:24,121 - pyskl - INFO - Epoch [11][2700/7492] lr: 4.941e-02, eta: 6 days, 8:18:51, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1969, top5_acc: 0.4175, loss_cls: 8.8135, loss: 8.8135 2025-08-12 21:39:16,779 - pyskl - INFO - Epoch [11][2800/7492] lr: 4.941e-02, eta: 6 days, 8:18:02, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1909, top5_acc: 0.4203, loss_cls: 8.7913, loss: 8.7913 2025-08-12 21:40:09,761 - pyskl - INFO - Epoch [11][2900/7492] lr: 4.941e-02, eta: 6 days, 8:17:17, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4216, loss_cls: 8.7895, loss: 8.7895 2025-08-12 21:41:02,248 - pyskl - INFO - Epoch [11][3000/7492] lr: 4.941e-02, eta: 6 days, 8:16:25, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1772, top5_acc: 0.4119, loss_cls: 8.8756, loss: 8.8756 2025-08-12 21:41:54,698 - pyskl - INFO - Epoch [11][3100/7492] lr: 4.941e-02, eta: 6 days, 8:15:33, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2044, top5_acc: 0.4303, loss_cls: 8.7684, loss: 8.7684 2025-08-12 21:42:46,785 - pyskl - INFO - Epoch [11][3200/7492] lr: 4.941e-02, eta: 6 days, 8:14:37, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1856, top5_acc: 0.4197, loss_cls: 8.8130, loss: 8.8130 2025-08-12 21:43:39,436 - pyskl - INFO - Epoch [11][3300/7492] lr: 4.940e-02, eta: 6 days, 8:13:47, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1963, top5_acc: 0.4222, loss_cls: 8.7689, loss: 8.7689 2025-08-12 21:44:32,273 - pyskl - INFO - Epoch [11][3400/7492] lr: 4.940e-02, eta: 6 days, 8:13:01, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2034, top5_acc: 0.4394, loss_cls: 8.6700, loss: 8.6700 2025-08-12 21:45:24,612 - pyskl - INFO - Epoch [11][3500/7492] lr: 4.940e-02, eta: 6 days, 8:12:07, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4263, loss_cls: 8.8147, loss: 8.8147 2025-08-12 21:46:17,117 - pyskl - INFO - Epoch [11][3600/7492] lr: 4.940e-02, eta: 6 days, 8:11:16, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1825, top5_acc: 0.4119, loss_cls: 8.8363, loss: 8.8363 2025-08-12 21:47:09,616 - pyskl - INFO - Epoch [11][3700/7492] lr: 4.940e-02, eta: 6 days, 8:10:25, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1925, top5_acc: 0.4253, loss_cls: 8.8003, loss: 8.8003 2025-08-12 21:48:02,212 - pyskl - INFO - Epoch [11][3800/7492] lr: 4.940e-02, eta: 6 days, 8:09:35, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4263, loss_cls: 8.7782, loss: 8.7782 2025-08-12 21:48:54,698 - pyskl - INFO - Epoch [11][3900/7492] lr: 4.940e-02, eta: 6 days, 8:08:43, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4369, loss_cls: 8.7862, loss: 8.7862 2025-08-12 21:49:47,317 - pyskl - INFO - Epoch [11][4000/7492] lr: 4.939e-02, eta: 6 days, 8:07:53, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1844, top5_acc: 0.4075, loss_cls: 8.8617, loss: 8.8617 2025-08-12 21:50:39,672 - pyskl - INFO - Epoch [11][4100/7492] lr: 4.939e-02, eta: 6 days, 8:07:00, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4384, loss_cls: 8.7242, loss: 8.7242 2025-08-12 21:51:32,069 - pyskl - INFO - Epoch [11][4200/7492] lr: 4.939e-02, eta: 6 days, 8:06:07, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4319, loss_cls: 8.7064, loss: 8.7064 2025-08-12 21:52:24,407 - pyskl - INFO - Epoch [11][4300/7492] lr: 4.939e-02, eta: 6 days, 8:05:14, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1819, top5_acc: 0.4156, loss_cls: 8.8276, loss: 8.8276 2025-08-12 21:53:17,246 - pyskl - INFO - Epoch [11][4400/7492] lr: 4.939e-02, eta: 6 days, 8:04:27, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1953, top5_acc: 0.4116, loss_cls: 8.8343, loss: 8.8343 2025-08-12 21:54:09,809 - pyskl - INFO - Epoch [11][4500/7492] lr: 4.939e-02, eta: 6 days, 8:03:37, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2053, top5_acc: 0.4284, loss_cls: 8.7930, loss: 8.7930 2025-08-12 21:55:02,282 - pyskl - INFO - Epoch [11][4600/7492] lr: 4.938e-02, eta: 6 days, 8:02:45, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4316, loss_cls: 8.7493, loss: 8.7493 2025-08-12 21:55:54,778 - pyskl - INFO - Epoch [11][4700/7492] lr: 4.938e-02, eta: 6 days, 8:01:54, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1900, top5_acc: 0.4181, loss_cls: 8.7887, loss: 8.7887 2025-08-12 21:56:46,960 - pyskl - INFO - Epoch [11][4800/7492] lr: 4.938e-02, eta: 6 days, 8:00:58, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4263, loss_cls: 8.7816, loss: 8.7816 2025-08-12 21:57:39,883 - pyskl - INFO - Epoch [11][4900/7492] lr: 4.938e-02, eta: 6 days, 8:00:12, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1984, top5_acc: 0.4209, loss_cls: 8.8124, loss: 8.8124 2025-08-12 21:58:32,065 - pyskl - INFO - Epoch [11][5000/7492] lr: 4.938e-02, eta: 6 days, 7:59:17, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4181, loss_cls: 8.8337, loss: 8.8337 2025-08-12 21:59:24,472 - pyskl - INFO - Epoch [11][5100/7492] lr: 4.938e-02, eta: 6 days, 7:58:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4219, loss_cls: 8.7374, loss: 8.7374 2025-08-12 22:00:16,746 - pyskl - INFO - Epoch [11][5200/7492] lr: 4.938e-02, eta: 6 days, 7:57:30, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1837, top5_acc: 0.4069, loss_cls: 8.8719, loss: 8.8719 2025-08-12 22:01:09,357 - pyskl - INFO - Epoch [11][5300/7492] lr: 4.937e-02, eta: 6 days, 7:56:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2134, top5_acc: 0.4516, loss_cls: 8.6190, loss: 8.6190 2025-08-12 22:02:01,681 - pyskl - INFO - Epoch [11][5400/7492] lr: 4.937e-02, eta: 6 days, 7:55:47, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4244, loss_cls: 8.6935, loss: 8.6935 2025-08-12 22:02:54,374 - pyskl - INFO - Epoch [11][5500/7492] lr: 4.937e-02, eta: 6 days, 7:54:58, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2091, top5_acc: 0.4375, loss_cls: 8.7013, loss: 8.7013 2025-08-12 22:03:46,922 - pyskl - INFO - Epoch [11][5600/7492] lr: 4.937e-02, eta: 6 days, 7:54:07, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4203, loss_cls: 8.7967, loss: 8.7967 2025-08-12 22:04:39,525 - pyskl - INFO - Epoch [11][5700/7492] lr: 4.937e-02, eta: 6 days, 7:53:17, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4169, loss_cls: 8.7491, loss: 8.7491 2025-08-12 22:05:31,869 - pyskl - INFO - Epoch [11][5800/7492] lr: 4.937e-02, eta: 6 days, 7:52:24, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1828, top5_acc: 0.4031, loss_cls: 8.8941, loss: 8.8941 2025-08-12 22:06:24,129 - pyskl - INFO - Epoch [11][5900/7492] lr: 4.936e-02, eta: 6 days, 7:51:29, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4181, loss_cls: 8.7627, loss: 8.7627 2025-08-12 22:07:16,657 - pyskl - INFO - Epoch [11][6000/7492] lr: 4.936e-02, eta: 6 days, 7:50:38, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4253, loss_cls: 8.7551, loss: 8.7551 2025-08-12 22:08:09,252 - pyskl - INFO - Epoch [11][6100/7492] lr: 4.936e-02, eta: 6 days, 7:49:48, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4244, loss_cls: 8.7441, loss: 8.7441 2025-08-12 22:09:02,181 - pyskl - INFO - Epoch [11][6200/7492] lr: 4.936e-02, eta: 6 days, 7:49:02, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4319, loss_cls: 8.7542, loss: 8.7542 2025-08-12 22:09:54,434 - pyskl - INFO - Epoch [11][6300/7492] lr: 4.936e-02, eta: 6 days, 7:48:08, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1944, top5_acc: 0.4331, loss_cls: 8.7394, loss: 8.7394 2025-08-12 22:10:46,777 - pyskl - INFO - Epoch [11][6400/7492] lr: 4.936e-02, eta: 6 days, 7:47:14, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1909, top5_acc: 0.4128, loss_cls: 8.8470, loss: 8.8470 2025-08-12 22:11:39,103 - pyskl - INFO - Epoch [11][6500/7492] lr: 4.936e-02, eta: 6 days, 7:46:21, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1894, top5_acc: 0.4163, loss_cls: 8.8483, loss: 8.8483 2025-08-12 22:12:31,690 - pyskl - INFO - Epoch [11][6600/7492] lr: 4.935e-02, eta: 6 days, 7:45:31, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1991, top5_acc: 0.4209, loss_cls: 8.7636, loss: 8.7636 2025-08-12 22:13:24,254 - pyskl - INFO - Epoch [11][6700/7492] lr: 4.935e-02, eta: 6 days, 7:44:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4316, loss_cls: 8.7464, loss: 8.7464 2025-08-12 22:14:16,824 - pyskl - INFO - Epoch [11][6800/7492] lr: 4.935e-02, eta: 6 days, 7:43:50, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4103, loss_cls: 8.7621, loss: 8.7621 2025-08-12 22:15:09,395 - pyskl - INFO - Epoch [11][6900/7492] lr: 4.935e-02, eta: 6 days, 7:42:59, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1803, top5_acc: 0.4150, loss_cls: 8.8551, loss: 8.8551 2025-08-12 22:16:02,219 - pyskl - INFO - Epoch [11][7000/7492] lr: 4.935e-02, eta: 6 days, 7:42:12, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1872, top5_acc: 0.4072, loss_cls: 8.8711, loss: 8.8711 2025-08-12 22:16:54,690 - pyskl - INFO - Epoch [11][7100/7492] lr: 4.935e-02, eta: 6 days, 7:41:20, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1953, top5_acc: 0.4222, loss_cls: 8.8170, loss: 8.8170 2025-08-12 22:17:47,235 - pyskl - INFO - Epoch [11][7200/7492] lr: 4.934e-02, eta: 6 days, 7:40:29, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4363, loss_cls: 8.7569, loss: 8.7569 2025-08-12 22:18:39,760 - pyskl - INFO - Epoch [11][7300/7492] lr: 4.934e-02, eta: 6 days, 7:39:38, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1997, top5_acc: 0.4303, loss_cls: 8.6734, loss: 8.6734 2025-08-12 22:19:32,383 - pyskl - INFO - Epoch [11][7400/7492] lr: 4.934e-02, eta: 6 days, 7:38:48, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1947, top5_acc: 0.4234, loss_cls: 8.8555, loss: 8.8555 2025-08-12 22:20:21,657 - pyskl - INFO - Saving checkpoint at 11 epochs 2025-08-12 22:21:18,311 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 22:21:19,050 - pyskl - INFO - top1_acc 0.1511 top5_acc 0.3608 2025-08-12 22:21:19,051 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 22:21:19,094 - pyskl - INFO - mean_acc 0.1514 2025-08-12 22:21:19,166 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_8.pth was removed 2025-08-12 22:21:20,271 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_11.pth. 2025-08-12 22:21:20,272 - pyskl - INFO - Best top1_acc is 0.1511 at 11 epoch. 2025-08-12 22:21:20,288 - pyskl - INFO - Epoch(val) [11][617] top1_acc: 0.1511, top5_acc: 0.3608, mean_class_accuracy: 0.1514 2025-08-12 22:22:41,872 - pyskl - INFO - Epoch [12][100/7492] lr: 4.934e-02, eta: 6 days, 7:33:07, time: 0.816, data_time: 0.294, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4397, loss_cls: 8.7347, loss: 8.7347 2025-08-12 22:23:34,106 - pyskl - INFO - Epoch [12][200/7492] lr: 4.934e-02, eta: 6 days, 7:32:13, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4234, loss_cls: 8.8194, loss: 8.8194 2025-08-12 22:24:26,321 - pyskl - INFO - Epoch [12][300/7492] lr: 4.933e-02, eta: 6 days, 7:31:18, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1963, top5_acc: 0.4228, loss_cls: 8.6826, loss: 8.6826 2025-08-12 22:25:18,644 - pyskl - INFO - Epoch [12][400/7492] lr: 4.933e-02, eta: 6 days, 7:30:25, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4269, loss_cls: 8.7841, loss: 8.7841 2025-08-12 22:26:10,842 - pyskl - INFO - Epoch [12][500/7492] lr: 4.933e-02, eta: 6 days, 7:29:30, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1859, top5_acc: 0.4225, loss_cls: 8.7784, loss: 8.7784 2025-08-12 22:27:03,014 - pyskl - INFO - Epoch [12][600/7492] lr: 4.933e-02, eta: 6 days, 7:28:35, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2034, top5_acc: 0.4256, loss_cls: 8.7783, loss: 8.7783 2025-08-12 22:27:55,400 - pyskl - INFO - Epoch [12][700/7492] lr: 4.933e-02, eta: 6 days, 7:27:42, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4197, loss_cls: 8.7895, loss: 8.7895 2025-08-12 22:28:47,983 - pyskl - INFO - Epoch [12][800/7492] lr: 4.933e-02, eta: 6 days, 7:26:52, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4263, loss_cls: 8.7496, loss: 8.7496 2025-08-12 22:29:40,580 - pyskl - INFO - Epoch [12][900/7492] lr: 4.933e-02, eta: 6 days, 7:26:02, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4247, loss_cls: 8.6998, loss: 8.6998 2025-08-12 22:30:33,106 - pyskl - INFO - Epoch [12][1000/7492] lr: 4.932e-02, eta: 6 days, 7:25:11, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4200, loss_cls: 8.7863, loss: 8.7863 2025-08-12 22:31:25,652 - pyskl - INFO - Epoch [12][1100/7492] lr: 4.932e-02, eta: 6 days, 7:24:21, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4331, loss_cls: 8.6131, loss: 8.6131 2025-08-12 22:32:18,250 - pyskl - INFO - Epoch [12][1200/7492] lr: 4.932e-02, eta: 6 days, 7:23:31, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4266, loss_cls: 8.7748, loss: 8.7748 2025-08-12 22:33:10,509 - pyskl - INFO - Epoch [12][1300/7492] lr: 4.932e-02, eta: 6 days, 7:22:37, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2050, top5_acc: 0.4259, loss_cls: 8.7540, loss: 8.7540 2025-08-12 22:34:03,646 - pyskl - INFO - Epoch [12][1400/7492] lr: 4.932e-02, eta: 6 days, 7:21:54, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4122, loss_cls: 8.8355, loss: 8.8355 2025-08-12 22:34:56,139 - pyskl - INFO - Epoch [12][1500/7492] lr: 4.932e-02, eta: 6 days, 7:21:03, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4272, loss_cls: 8.7825, loss: 8.7825 2025-08-12 22:35:48,838 - pyskl - INFO - Epoch [12][1600/7492] lr: 4.931e-02, eta: 6 days, 7:20:14, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1906, top5_acc: 0.4250, loss_cls: 8.7610, loss: 8.7610 2025-08-12 22:36:41,249 - pyskl - INFO - Epoch [12][1700/7492] lr: 4.931e-02, eta: 6 days, 7:19:22, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2066, top5_acc: 0.4363, loss_cls: 8.6960, loss: 8.6960 2025-08-12 22:37:33,662 - pyskl - INFO - Epoch [12][1800/7492] lr: 4.931e-02, eta: 6 days, 7:18:29, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4231, loss_cls: 8.7284, loss: 8.7284 2025-08-12 22:38:26,369 - pyskl - INFO - Epoch [12][1900/7492] lr: 4.931e-02, eta: 6 days, 7:17:41, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2013, top5_acc: 0.4234, loss_cls: 8.7883, loss: 8.7883 2025-08-12 22:39:18,650 - pyskl - INFO - Epoch [12][2000/7492] lr: 4.931e-02, eta: 6 days, 7:16:47, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4194, loss_cls: 8.8439, loss: 8.8439 2025-08-12 22:40:11,787 - pyskl - INFO - Epoch [12][2100/7492] lr: 4.931e-02, eta: 6 days, 7:16:04, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4250, loss_cls: 8.7228, loss: 8.7228 2025-08-12 22:41:04,119 - pyskl - INFO - Epoch [12][2200/7492] lr: 4.930e-02, eta: 6 days, 7:15:11, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4419, loss_cls: 8.6343, loss: 8.6343 2025-08-12 22:41:56,499 - pyskl - INFO - Epoch [12][2300/7492] lr: 4.930e-02, eta: 6 days, 7:14:18, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2031, top5_acc: 0.4259, loss_cls: 8.8240, loss: 8.8240 2025-08-12 22:42:48,968 - pyskl - INFO - Epoch [12][2400/7492] lr: 4.930e-02, eta: 6 days, 7:13:26, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4181, loss_cls: 8.8209, loss: 8.8209 2025-08-12 22:43:41,490 - pyskl - INFO - Epoch [12][2500/7492] lr: 4.930e-02, eta: 6 days, 7:12:35, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2153, top5_acc: 0.4353, loss_cls: 8.7328, loss: 8.7328 2025-08-12 22:44:33,836 - pyskl - INFO - Epoch [12][2600/7492] lr: 4.930e-02, eta: 6 days, 7:11:42, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1981, top5_acc: 0.4153, loss_cls: 8.7997, loss: 8.7997 2025-08-12 22:45:26,070 - pyskl - INFO - Epoch [12][2700/7492] lr: 4.930e-02, eta: 6 days, 7:10:48, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1903, top5_acc: 0.4138, loss_cls: 8.8580, loss: 8.8580 2025-08-12 22:46:18,695 - pyskl - INFO - Epoch [12][2800/7492] lr: 4.929e-02, eta: 6 days, 7:09:58, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1956, top5_acc: 0.4291, loss_cls: 8.6576, loss: 8.6576 2025-08-12 22:47:11,030 - pyskl - INFO - Epoch [12][2900/7492] lr: 4.929e-02, eta: 6 days, 7:09:05, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2056, top5_acc: 0.4381, loss_cls: 8.7249, loss: 8.7249 2025-08-12 22:48:03,752 - pyskl - INFO - Epoch [12][3000/7492] lr: 4.929e-02, eta: 6 days, 7:08:17, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4316, loss_cls: 8.7173, loss: 8.7173 2025-08-12 22:48:55,962 - pyskl - INFO - Epoch [12][3100/7492] lr: 4.929e-02, eta: 6 days, 7:07:22, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4384, loss_cls: 8.7178, loss: 8.7178 2025-08-12 22:49:48,524 - pyskl - INFO - Epoch [12][3200/7492] lr: 4.929e-02, eta: 6 days, 7:06:32, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4247, loss_cls: 8.7079, loss: 8.7079 2025-08-12 22:50:41,301 - pyskl - INFO - Epoch [12][3300/7492] lr: 4.929e-02, eta: 6 days, 7:05:44, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4259, loss_cls: 8.7091, loss: 8.7091 2025-08-12 22:51:33,693 - pyskl - INFO - Epoch [12][3400/7492] lr: 4.928e-02, eta: 6 days, 7:04:51, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1991, top5_acc: 0.4259, loss_cls: 8.7643, loss: 8.7643 2025-08-12 22:52:26,126 - pyskl - INFO - Epoch [12][3500/7492] lr: 4.928e-02, eta: 6 days, 7:03:59, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2013, top5_acc: 0.4353, loss_cls: 8.7293, loss: 8.7293 2025-08-12 22:53:18,505 - pyskl - INFO - Epoch [12][3600/7492] lr: 4.928e-02, eta: 6 days, 7:03:07, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4203, loss_cls: 8.7618, loss: 8.7618 2025-08-12 22:54:10,642 - pyskl - INFO - Epoch [12][3700/7492] lr: 4.928e-02, eta: 6 days, 7:02:11, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1981, top5_acc: 0.4378, loss_cls: 8.6643, loss: 8.6643 2025-08-12 22:55:03,131 - pyskl - INFO - Epoch [12][3800/7492] lr: 4.928e-02, eta: 6 days, 7:01:20, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1800, top5_acc: 0.4169, loss_cls: 8.9103, loss: 8.9103 2025-08-12 22:55:55,446 - pyskl - INFO - Epoch [12][3900/7492] lr: 4.928e-02, eta: 6 days, 7:00:26, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2037, top5_acc: 0.4369, loss_cls: 8.7670, loss: 8.7670 2025-08-12 22:56:47,757 - pyskl - INFO - Epoch [12][4000/7492] lr: 4.927e-02, eta: 6 days, 6:59:33, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2056, top5_acc: 0.4272, loss_cls: 8.6744, loss: 8.6744 2025-08-12 22:57:40,297 - pyskl - INFO - Epoch [12][4100/7492] lr: 4.927e-02, eta: 6 days, 6:58:42, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1984, top5_acc: 0.4197, loss_cls: 8.8401, loss: 8.8401 2025-08-12 22:58:32,760 - pyskl - INFO - Epoch [12][4200/7492] lr: 4.927e-02, eta: 6 days, 6:57:51, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2037, top5_acc: 0.4213, loss_cls: 8.8085, loss: 8.8085 2025-08-12 22:59:25,287 - pyskl - INFO - Epoch [12][4300/7492] lr: 4.927e-02, eta: 6 days, 6:57:00, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4134, loss_cls: 8.8954, loss: 8.8954 2025-08-12 23:00:17,654 - pyskl - INFO - Epoch [12][4400/7492] lr: 4.927e-02, eta: 6 days, 6:56:07, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1816, top5_acc: 0.4116, loss_cls: 8.8196, loss: 8.8196 2025-08-12 23:01:10,179 - pyskl - INFO - Epoch [12][4500/7492] lr: 4.927e-02, eta: 6 days, 6:55:16, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2053, top5_acc: 0.4306, loss_cls: 8.7373, loss: 8.7373 2025-08-12 23:02:02,567 - pyskl - INFO - Epoch [12][4600/7492] lr: 4.926e-02, eta: 6 days, 6:54:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4297, loss_cls: 8.7907, loss: 8.7907 2025-08-12 23:02:54,781 - pyskl - INFO - Epoch [12][4700/7492] lr: 4.926e-02, eta: 6 days, 6:53:29, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4191, loss_cls: 8.7785, loss: 8.7785 2025-08-12 23:03:47,428 - pyskl - INFO - Epoch [12][4800/7492] lr: 4.926e-02, eta: 6 days, 6:52:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1831, top5_acc: 0.4091, loss_cls: 8.8594, loss: 8.8594 2025-08-12 23:04:39,838 - pyskl - INFO - Epoch [12][4900/7492] lr: 4.926e-02, eta: 6 days, 6:51:47, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4294, loss_cls: 8.7800, loss: 8.7800 2025-08-12 23:05:32,225 - pyskl - INFO - Epoch [12][5000/7492] lr: 4.926e-02, eta: 6 days, 6:50:55, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4403, loss_cls: 8.6457, loss: 8.6457 2025-08-12 23:06:24,725 - pyskl - INFO - Epoch [12][5100/7492] lr: 4.926e-02, eta: 6 days, 6:50:03, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4247, loss_cls: 8.7363, loss: 8.7363 2025-08-12 23:07:17,471 - pyskl - INFO - Epoch [12][5200/7492] lr: 4.925e-02, eta: 6 days, 6:49:15, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1991, top5_acc: 0.4241, loss_cls: 8.7986, loss: 8.7986 2025-08-12 23:08:09,614 - pyskl - INFO - Epoch [12][5300/7492] lr: 4.925e-02, eta: 6 days, 6:48:20, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4219, loss_cls: 8.8075, loss: 8.8075 2025-08-12 23:09:02,232 - pyskl - INFO - Epoch [12][5400/7492] lr: 4.925e-02, eta: 6 days, 6:47:30, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4297, loss_cls: 8.7412, loss: 8.7412 2025-08-12 23:09:54,800 - pyskl - INFO - Epoch [12][5500/7492] lr: 4.925e-02, eta: 6 days, 6:46:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4213, loss_cls: 8.7473, loss: 8.7473 2025-08-12 23:10:47,428 - pyskl - INFO - Epoch [12][5600/7492] lr: 4.925e-02, eta: 6 days, 6:45:50, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4375, loss_cls: 8.7232, loss: 8.7232 2025-08-12 23:11:39,865 - pyskl - INFO - Epoch [12][5700/7492] lr: 4.925e-02, eta: 6 days, 6:44:58, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4450, loss_cls: 8.6851, loss: 8.6851 2025-08-12 23:12:32,445 - pyskl - INFO - Epoch [12][5800/7492] lr: 4.924e-02, eta: 6 days, 6:44:08, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4331, loss_cls: 8.6862, loss: 8.6862 2025-08-12 23:13:24,838 - pyskl - INFO - Epoch [12][5900/7492] lr: 4.924e-02, eta: 6 days, 6:43:15, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2128, top5_acc: 0.4369, loss_cls: 8.7004, loss: 8.7004 2025-08-12 23:14:17,214 - pyskl - INFO - Epoch [12][6000/7492] lr: 4.924e-02, eta: 6 days, 6:42:22, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4194, loss_cls: 8.7659, loss: 8.7659 2025-08-12 23:15:09,669 - pyskl - INFO - Epoch [12][6100/7492] lr: 4.924e-02, eta: 6 days, 6:41:31, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4363, loss_cls: 8.7703, loss: 8.7703 2025-08-12 23:16:02,205 - pyskl - INFO - Epoch [12][6200/7492] lr: 4.924e-02, eta: 6 days, 6:40:40, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1981, top5_acc: 0.4181, loss_cls: 8.8177, loss: 8.8177 2025-08-12 23:16:54,760 - pyskl - INFO - Epoch [12][6300/7492] lr: 4.924e-02, eta: 6 days, 6:39:49, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4253, loss_cls: 8.7777, loss: 8.7777 2025-08-12 23:17:47,265 - pyskl - INFO - Epoch [12][6400/7492] lr: 4.923e-02, eta: 6 days, 6:38:58, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1984, top5_acc: 0.4263, loss_cls: 8.7698, loss: 8.7698 2025-08-12 23:18:39,656 - pyskl - INFO - Epoch [12][6500/7492] lr: 4.923e-02, eta: 6 days, 6:38:05, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2091, top5_acc: 0.4313, loss_cls: 8.7518, loss: 8.7518 2025-08-12 23:19:32,132 - pyskl - INFO - Epoch [12][6600/7492] lr: 4.923e-02, eta: 6 days, 6:37:14, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1862, top5_acc: 0.4169, loss_cls: 8.8525, loss: 8.8525 2025-08-12 23:20:24,565 - pyskl - INFO - Epoch [12][6700/7492] lr: 4.923e-02, eta: 6 days, 6:36:22, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4309, loss_cls: 8.7415, loss: 8.7415 2025-08-12 23:21:16,918 - pyskl - INFO - Epoch [12][6800/7492] lr: 4.923e-02, eta: 6 days, 6:35:29, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4350, loss_cls: 8.7896, loss: 8.7896 2025-08-12 23:22:09,465 - pyskl - INFO - Epoch [12][6900/7492] lr: 4.922e-02, eta: 6 days, 6:34:38, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4378, loss_cls: 8.5954, loss: 8.5954 2025-08-12 23:23:02,465 - pyskl - INFO - Epoch [12][7000/7492] lr: 4.922e-02, eta: 6 days, 6:33:53, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1906, top5_acc: 0.4131, loss_cls: 8.8481, loss: 8.8481 2025-08-12 23:23:55,266 - pyskl - INFO - Epoch [12][7100/7492] lr: 4.922e-02, eta: 6 days, 6:33:05, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2006, top5_acc: 0.4222, loss_cls: 8.7380, loss: 8.7380 2025-08-12 23:24:47,830 - pyskl - INFO - Epoch [12][7200/7492] lr: 4.922e-02, eta: 6 days, 6:32:14, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4366, loss_cls: 8.6162, loss: 8.6162 2025-08-12 23:25:40,991 - pyskl - INFO - Epoch [12][7300/7492] lr: 4.922e-02, eta: 6 days, 6:31:31, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.1903, top5_acc: 0.4344, loss_cls: 8.6779, loss: 8.6779 2025-08-12 23:26:33,745 - pyskl - INFO - Epoch [12][7400/7492] lr: 4.922e-02, eta: 6 days, 6:30:42, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4306, loss_cls: 8.7264, loss: 8.7264 2025-08-12 23:27:23,161 - pyskl - INFO - Saving checkpoint at 12 epochs 2025-08-12 23:28:17,489 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-12 23:28:18,223 - pyskl - INFO - top1_acc 0.1476 top5_acc 0.3476 2025-08-12 23:28:18,223 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-12 23:28:18,261 - pyskl - INFO - mean_acc 0.1477 2025-08-12 23:28:18,273 - pyskl - INFO - Epoch(val) [12][617] top1_acc: 0.1476, top5_acc: 0.3476, mean_class_accuracy: 0.1477 2025-08-12 23:29:40,654 - pyskl - INFO - Epoch [13][100/7492] lr: 4.921e-02, eta: 6 days, 6:25:32, time: 0.824, data_time: 0.290, memory: 13024, top1_acc: 0.2097, top5_acc: 0.4406, loss_cls: 8.6785, loss: 8.6785 2025-08-12 23:30:33,554 - pyskl - INFO - Epoch [13][200/7492] lr: 4.921e-02, eta: 6 days, 6:24:46, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2031, top5_acc: 0.4328, loss_cls: 8.6452, loss: 8.6452 2025-08-12 23:31:25,705 - pyskl - INFO - Epoch [13][300/7492] lr: 4.921e-02, eta: 6 days, 6:23:51, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4269, loss_cls: 8.7475, loss: 8.7475 2025-08-12 23:32:17,953 - pyskl - INFO - Epoch [13][400/7492] lr: 4.921e-02, eta: 6 days, 6:22:57, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2119, top5_acc: 0.4434, loss_cls: 8.6790, loss: 8.6790 2025-08-12 23:33:10,555 - pyskl - INFO - Epoch [13][500/7492] lr: 4.921e-02, eta: 6 days, 6:22:07, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2009, top5_acc: 0.4244, loss_cls: 8.7419, loss: 8.7419 2025-08-12 23:34:02,626 - pyskl - INFO - Epoch [13][600/7492] lr: 4.920e-02, eta: 6 days, 6:21:11, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4444, loss_cls: 8.6938, loss: 8.6938 2025-08-12 23:34:54,729 - pyskl - INFO - Epoch [13][700/7492] lr: 4.920e-02, eta: 6 days, 6:20:15, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1947, top5_acc: 0.4222, loss_cls: 8.7510, loss: 8.7510 2025-08-12 23:35:47,160 - pyskl - INFO - Epoch [13][800/7492] lr: 4.920e-02, eta: 6 days, 6:19:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2050, top5_acc: 0.4353, loss_cls: 8.8066, loss: 8.8066 2025-08-12 23:36:39,576 - pyskl - INFO - Epoch [13][900/7492] lr: 4.920e-02, eta: 6 days, 6:18:31, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2013, top5_acc: 0.4356, loss_cls: 8.6518, loss: 8.6518 2025-08-12 23:37:32,160 - pyskl - INFO - Epoch [13][1000/7492] lr: 4.920e-02, eta: 6 days, 6:17:41, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4284, loss_cls: 8.7537, loss: 8.7537 2025-08-12 23:38:24,413 - pyskl - INFO - Epoch [13][1100/7492] lr: 4.920e-02, eta: 6 days, 6:16:48, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4222, loss_cls: 8.6693, loss: 8.6693 2025-08-12 23:39:16,864 - pyskl - INFO - Epoch [13][1200/7492] lr: 4.919e-02, eta: 6 days, 6:15:56, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4356, loss_cls: 8.7017, loss: 8.7017 2025-08-12 23:40:09,509 - pyskl - INFO - Epoch [13][1300/7492] lr: 4.919e-02, eta: 6 days, 6:15:07, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4347, loss_cls: 8.6507, loss: 8.6507 2025-08-12 23:41:02,128 - pyskl - INFO - Epoch [13][1400/7492] lr: 4.919e-02, eta: 6 days, 6:14:17, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2053, top5_acc: 0.4409, loss_cls: 8.6610, loss: 8.6610 2025-08-12 23:41:54,502 - pyskl - INFO - Epoch [13][1500/7492] lr: 4.919e-02, eta: 6 days, 6:13:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4259, loss_cls: 8.7324, loss: 8.7324 2025-08-12 23:42:46,878 - pyskl - INFO - Epoch [13][1600/7492] lr: 4.919e-02, eta: 6 days, 6:12:32, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4353, loss_cls: 8.7340, loss: 8.7340 2025-08-12 23:43:39,089 - pyskl - INFO - Epoch [13][1700/7492] lr: 4.918e-02, eta: 6 days, 6:11:37, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1997, top5_acc: 0.4281, loss_cls: 8.7561, loss: 8.7561 2025-08-12 23:44:31,617 - pyskl - INFO - Epoch [13][1800/7492] lr: 4.918e-02, eta: 6 days, 6:10:47, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1891, top5_acc: 0.4191, loss_cls: 8.7610, loss: 8.7610 2025-08-12 23:45:24,222 - pyskl - INFO - Epoch [13][1900/7492] lr: 4.918e-02, eta: 6 days, 6:09:57, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1966, top5_acc: 0.4138, loss_cls: 8.7625, loss: 8.7625 2025-08-12 23:46:16,715 - pyskl - INFO - Epoch [13][2000/7492] lr: 4.918e-02, eta: 6 days, 6:09:06, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1981, top5_acc: 0.4253, loss_cls: 8.7555, loss: 8.7555 2025-08-12 23:47:09,674 - pyskl - INFO - Epoch [13][2100/7492] lr: 4.918e-02, eta: 6 days, 6:08:20, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.2059, top5_acc: 0.4219, loss_cls: 8.7345, loss: 8.7345 2025-08-12 23:48:01,969 - pyskl - INFO - Epoch [13][2200/7492] lr: 4.918e-02, eta: 6 days, 6:07:26, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4322, loss_cls: 8.7497, loss: 8.7497 2025-08-12 23:48:54,654 - pyskl - INFO - Epoch [13][2300/7492] lr: 4.917e-02, eta: 6 days, 6:06:37, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2059, top5_acc: 0.4306, loss_cls: 8.7149, loss: 8.7149 2025-08-12 23:49:47,212 - pyskl - INFO - Epoch [13][2400/7492] lr: 4.917e-02, eta: 6 days, 6:05:47, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2006, top5_acc: 0.4256, loss_cls: 8.8140, loss: 8.8140 2025-08-12 23:50:39,774 - pyskl - INFO - Epoch [13][2500/7492] lr: 4.917e-02, eta: 6 days, 6:04:56, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2009, top5_acc: 0.4259, loss_cls: 8.8350, loss: 8.8350 2025-08-12 23:51:31,869 - pyskl - INFO - Epoch [13][2600/7492] lr: 4.917e-02, eta: 6 days, 6:04:01, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2034, top5_acc: 0.4284, loss_cls: 8.7699, loss: 8.7699 2025-08-12 23:52:24,516 - pyskl - INFO - Epoch [13][2700/7492] lr: 4.917e-02, eta: 6 days, 6:03:11, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1947, top5_acc: 0.4191, loss_cls: 8.7892, loss: 8.7892 2025-08-12 23:53:16,400 - pyskl - INFO - Epoch [13][2800/7492] lr: 4.917e-02, eta: 6 days, 6:02:13, time: 0.519, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4325, loss_cls: 8.7278, loss: 8.7278 2025-08-12 23:54:08,513 - pyskl - INFO - Epoch [13][2900/7492] lr: 4.916e-02, eta: 6 days, 6:01:18, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4278, loss_cls: 8.7714, loss: 8.7714 2025-08-12 23:55:01,259 - pyskl - INFO - Epoch [13][3000/7492] lr: 4.916e-02, eta: 6 days, 6:00:30, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4269, loss_cls: 8.8082, loss: 8.8082 2025-08-12 23:55:53,946 - pyskl - INFO - Epoch [13][3100/7492] lr: 4.916e-02, eta: 6 days, 5:59:41, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4412, loss_cls: 8.6924, loss: 8.6924 2025-08-12 23:56:46,801 - pyskl - INFO - Epoch [13][3200/7492] lr: 4.916e-02, eta: 6 days, 5:58:53, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1978, top5_acc: 0.4403, loss_cls: 8.7192, loss: 8.7192 2025-08-12 23:57:39,193 - pyskl - INFO - Epoch [13][3300/7492] lr: 4.916e-02, eta: 6 days, 5:58:01, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4309, loss_cls: 8.6860, loss: 8.6860 2025-08-12 23:58:31,538 - pyskl - INFO - Epoch [13][3400/7492] lr: 4.915e-02, eta: 6 days, 5:57:08, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2044, top5_acc: 0.4378, loss_cls: 8.6694, loss: 8.6694 2025-08-12 23:59:23,981 - pyskl - INFO - Epoch [13][3500/7492] lr: 4.915e-02, eta: 6 days, 5:56:16, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1888, top5_acc: 0.4100, loss_cls: 8.8535, loss: 8.8535 2025-08-13 00:00:16,397 - pyskl - INFO - Epoch [13][3600/7492] lr: 4.915e-02, eta: 6 days, 5:55:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1997, top5_acc: 0.4288, loss_cls: 8.7740, loss: 8.7740 2025-08-13 00:01:08,958 - pyskl - INFO - Epoch [13][3700/7492] lr: 4.915e-02, eta: 6 days, 5:54:34, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4128, loss_cls: 8.8783, loss: 8.8783 2025-08-13 00:02:01,315 - pyskl - INFO - Epoch [13][3800/7492] lr: 4.915e-02, eta: 6 days, 5:53:41, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4275, loss_cls: 8.7388, loss: 8.7388 2025-08-13 00:02:53,941 - pyskl - INFO - Epoch [13][3900/7492] lr: 4.915e-02, eta: 6 days, 5:52:51, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4378, loss_cls: 8.7261, loss: 8.7261 2025-08-13 00:03:46,335 - pyskl - INFO - Epoch [13][4000/7492] lr: 4.914e-02, eta: 6 days, 5:51:59, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1984, top5_acc: 0.4206, loss_cls: 8.7081, loss: 8.7081 2025-08-13 00:04:38,742 - pyskl - INFO - Epoch [13][4100/7492] lr: 4.914e-02, eta: 6 days, 5:51:07, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2119, top5_acc: 0.4541, loss_cls: 8.4989, loss: 8.4989 2025-08-13 00:05:30,977 - pyskl - INFO - Epoch [13][4200/7492] lr: 4.914e-02, eta: 6 days, 5:50:13, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4316, loss_cls: 8.6451, loss: 8.6451 2025-08-13 00:06:23,676 - pyskl - INFO - Epoch [13][4300/7492] lr: 4.914e-02, eta: 6 days, 5:49:24, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2009, top5_acc: 0.4241, loss_cls: 8.8221, loss: 8.8221 2025-08-13 00:07:16,243 - pyskl - INFO - Epoch [13][4400/7492] lr: 4.914e-02, eta: 6 days, 5:48:33, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2009, top5_acc: 0.4309, loss_cls: 8.6471, loss: 8.6471 2025-08-13 00:08:08,801 - pyskl - INFO - Epoch [13][4500/7492] lr: 4.913e-02, eta: 6 days, 5:47:43, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4209, loss_cls: 8.7205, loss: 8.7205 2025-08-13 00:09:01,103 - pyskl - INFO - Epoch [13][4600/7492] lr: 4.913e-02, eta: 6 days, 5:46:50, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2147, top5_acc: 0.4375, loss_cls: 8.6537, loss: 8.6537 2025-08-13 00:09:53,797 - pyskl - INFO - Epoch [13][4700/7492] lr: 4.913e-02, eta: 6 days, 5:46:01, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2112, top5_acc: 0.4516, loss_cls: 8.5972, loss: 8.5972 2025-08-13 00:10:46,268 - pyskl - INFO - Epoch [13][4800/7492] lr: 4.913e-02, eta: 6 days, 5:45:09, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4325, loss_cls: 8.6999, loss: 8.6999 2025-08-13 00:11:39,389 - pyskl - INFO - Epoch [13][4900/7492] lr: 4.913e-02, eta: 6 days, 5:44:25, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.2013, top5_acc: 0.4353, loss_cls: 8.7592, loss: 8.7592 2025-08-13 00:12:31,774 - pyskl - INFO - Epoch [13][5000/7492] lr: 4.913e-02, eta: 6 days, 5:43:32, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2009, top5_acc: 0.4244, loss_cls: 8.7669, loss: 8.7669 2025-08-13 00:13:25,245 - pyskl - INFO - Epoch [13][5100/7492] lr: 4.912e-02, eta: 6 days, 5:42:52, time: 0.535, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4181, loss_cls: 8.8070, loss: 8.8070 2025-08-13 00:14:18,407 - pyskl - INFO - Epoch [13][5200/7492] lr: 4.912e-02, eta: 6 days, 5:42:08, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.2184, top5_acc: 0.4575, loss_cls: 8.6736, loss: 8.6736 2025-08-13 00:15:10,901 - pyskl - INFO - Epoch [13][5300/7492] lr: 4.912e-02, eta: 6 days, 5:41:16, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4484, loss_cls: 8.5822, loss: 8.5822 2025-08-13 00:16:03,539 - pyskl - INFO - Epoch [13][5400/7492] lr: 4.912e-02, eta: 6 days, 5:40:27, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1975, top5_acc: 0.4225, loss_cls: 8.7305, loss: 8.7305 2025-08-13 00:16:56,023 - pyskl - INFO - Epoch [13][5500/7492] lr: 4.912e-02, eta: 6 days, 5:39:35, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2112, top5_acc: 0.4391, loss_cls: 8.6732, loss: 8.6732 2025-08-13 00:17:48,177 - pyskl - INFO - Epoch [13][5600/7492] lr: 4.911e-02, eta: 6 days, 5:38:40, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4331, loss_cls: 8.7116, loss: 8.7116 2025-08-13 00:18:40,516 - pyskl - INFO - Epoch [13][5700/7492] lr: 4.911e-02, eta: 6 days, 5:37:47, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4288, loss_cls: 8.7495, loss: 8.7495 2025-08-13 00:19:33,521 - pyskl - INFO - Epoch [13][5800/7492] lr: 4.911e-02, eta: 6 days, 5:37:02, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1922, top5_acc: 0.4188, loss_cls: 8.8153, loss: 8.8153 2025-08-13 00:20:25,876 - pyskl - INFO - Epoch [13][5900/7492] lr: 4.911e-02, eta: 6 days, 5:36:09, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2009, top5_acc: 0.4213, loss_cls: 8.7579, loss: 8.7579 2025-08-13 00:21:18,189 - pyskl - INFO - Epoch [13][6000/7492] lr: 4.911e-02, eta: 6 days, 5:35:16, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4437, loss_cls: 8.6622, loss: 8.6622 2025-08-13 00:22:10,620 - pyskl - INFO - Epoch [13][6100/7492] lr: 4.911e-02, eta: 6 days, 5:34:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4475, loss_cls: 8.7587, loss: 8.7587 2025-08-13 00:23:02,964 - pyskl - INFO - Epoch [13][6200/7492] lr: 4.910e-02, eta: 6 days, 5:33:31, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4281, loss_cls: 8.6949, loss: 8.6949 2025-08-13 00:23:55,488 - pyskl - INFO - Epoch [13][6300/7492] lr: 4.910e-02, eta: 6 days, 5:32:40, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1997, top5_acc: 0.4097, loss_cls: 8.8540, loss: 8.8540 2025-08-13 00:24:47,891 - pyskl - INFO - Epoch [13][6400/7492] lr: 4.910e-02, eta: 6 days, 5:31:48, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1888, top5_acc: 0.4147, loss_cls: 8.8285, loss: 8.8285 2025-08-13 00:25:41,052 - pyskl - INFO - Epoch [13][6500/7492] lr: 4.910e-02, eta: 6 days, 5:31:03, time: 0.532, data_time: 0.000, memory: 13024, top1_acc: 0.2034, top5_acc: 0.4353, loss_cls: 8.7251, loss: 8.7251 2025-08-13 00:26:33,644 - pyskl - INFO - Epoch [13][6600/7492] lr: 4.910e-02, eta: 6 days, 5:30:13, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2009, top5_acc: 0.4378, loss_cls: 8.6895, loss: 8.6895 2025-08-13 00:27:26,252 - pyskl - INFO - Epoch [13][6700/7492] lr: 4.909e-02, eta: 6 days, 5:29:23, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1953, top5_acc: 0.4256, loss_cls: 8.8098, loss: 8.8098 2025-08-13 00:28:18,767 - pyskl - INFO - Epoch [13][6800/7492] lr: 4.909e-02, eta: 6 days, 5:28:32, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4350, loss_cls: 8.7311, loss: 8.7311 2025-08-13 00:29:11,043 - pyskl - INFO - Epoch [13][6900/7492] lr: 4.909e-02, eta: 6 days, 5:27:38, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1906, top5_acc: 0.4375, loss_cls: 8.7789, loss: 8.7789 2025-08-13 00:30:03,375 - pyskl - INFO - Epoch [13][7000/7492] lr: 4.909e-02, eta: 6 days, 5:26:45, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2066, top5_acc: 0.4309, loss_cls: 8.7896, loss: 8.7896 2025-08-13 00:30:55,722 - pyskl - INFO - Epoch [13][7100/7492] lr: 4.909e-02, eta: 6 days, 5:25:52, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2066, top5_acc: 0.4263, loss_cls: 8.6935, loss: 8.6935 2025-08-13 00:31:48,107 - pyskl - INFO - Epoch [13][7200/7492] lr: 4.908e-02, eta: 6 days, 5:25:00, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2137, top5_acc: 0.4344, loss_cls: 8.7726, loss: 8.7726 2025-08-13 00:32:40,700 - pyskl - INFO - Epoch [13][7300/7492] lr: 4.908e-02, eta: 6 days, 5:24:10, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1975, top5_acc: 0.4328, loss_cls: 8.7297, loss: 8.7297 2025-08-13 00:33:33,147 - pyskl - INFO - Epoch [13][7400/7492] lr: 4.908e-02, eta: 6 days, 5:23:18, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4288, loss_cls: 8.7532, loss: 8.7532 2025-08-13 00:34:22,757 - pyskl - INFO - Saving checkpoint at 13 epochs 2025-08-13 00:35:18,150 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 00:35:18,895 - pyskl - INFO - top1_acc 0.1523 top5_acc 0.3398 2025-08-13 00:35:18,895 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 00:35:18,933 - pyskl - INFO - mean_acc 0.1523 2025-08-13 00:35:18,994 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_11.pth was removed 2025-08-13 00:35:20,051 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_13.pth. 2025-08-13 00:35:20,052 - pyskl - INFO - Best top1_acc is 0.1523 at 13 epoch. 2025-08-13 00:35:20,069 - pyskl - INFO - Epoch(val) [13][617] top1_acc: 0.1523, top5_acc: 0.3398, mean_class_accuracy: 0.1523 2025-08-13 00:36:41,639 - pyskl - INFO - Epoch [14][100/7492] lr: 4.908e-02, eta: 6 days, 5:18:17, time: 0.816, data_time: 0.291, memory: 13024, top1_acc: 0.1913, top5_acc: 0.4334, loss_cls: 8.7855, loss: 8.7855 2025-08-13 00:37:33,838 - pyskl - INFO - Epoch [14][200/7492] lr: 4.908e-02, eta: 6 days, 5:17:23, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2087, top5_acc: 0.4459, loss_cls: 8.6141, loss: 8.6141 2025-08-13 00:38:26,379 - pyskl - INFO - Epoch [14][300/7492] lr: 4.907e-02, eta: 6 days, 5:16:32, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4272, loss_cls: 8.6739, loss: 8.6739 2025-08-13 00:39:18,786 - pyskl - INFO - Epoch [14][400/7492] lr: 4.907e-02, eta: 6 days, 5:15:40, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4412, loss_cls: 8.6570, loss: 8.6570 2025-08-13 00:40:11,428 - pyskl - INFO - Epoch [14][500/7492] lr: 4.907e-02, eta: 6 days, 5:14:50, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1956, top5_acc: 0.4275, loss_cls: 8.7432, loss: 8.7432 2025-08-13 00:41:03,970 - pyskl - INFO - Epoch [14][600/7492] lr: 4.907e-02, eta: 6 days, 5:14:00, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1897, top5_acc: 0.4300, loss_cls: 8.8082, loss: 8.8082 2025-08-13 00:41:56,350 - pyskl - INFO - Epoch [14][700/7492] lr: 4.907e-02, eta: 6 days, 5:13:08, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2091, top5_acc: 0.4437, loss_cls: 8.5957, loss: 8.5957 2025-08-13 00:42:49,341 - pyskl - INFO - Epoch [14][800/7492] lr: 4.906e-02, eta: 6 days, 5:12:22, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4219, loss_cls: 8.6751, loss: 8.6751 2025-08-13 00:43:42,236 - pyskl - INFO - Epoch [14][900/7492] lr: 4.906e-02, eta: 6 days, 5:11:35, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2119, top5_acc: 0.4456, loss_cls: 8.6182, loss: 8.6182 2025-08-13 00:44:34,499 - pyskl - INFO - Epoch [14][1000/7492] lr: 4.906e-02, eta: 6 days, 5:10:41, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2106, top5_acc: 0.4403, loss_cls: 8.7590, loss: 8.7590 2025-08-13 00:45:27,219 - pyskl - INFO - Epoch [14][1100/7492] lr: 4.906e-02, eta: 6 days, 5:09:52, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4272, loss_cls: 8.6904, loss: 8.6904 2025-08-13 00:46:19,914 - pyskl - INFO - Epoch [14][1200/7492] lr: 4.906e-02, eta: 6 days, 5:09:03, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4350, loss_cls: 8.6881, loss: 8.6881 2025-08-13 00:47:12,493 - pyskl - INFO - Epoch [14][1300/7492] lr: 4.905e-02, eta: 6 days, 5:08:13, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1850, top5_acc: 0.4156, loss_cls: 8.7442, loss: 8.7442 2025-08-13 00:48:05,254 - pyskl - INFO - Epoch [14][1400/7492] lr: 4.905e-02, eta: 6 days, 5:07:25, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4381, loss_cls: 8.6439, loss: 8.6439 2025-08-13 00:48:57,731 - pyskl - INFO - Epoch [14][1500/7492] lr: 4.905e-02, eta: 6 days, 5:06:33, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4344, loss_cls: 8.6466, loss: 8.6466 2025-08-13 00:49:50,269 - pyskl - INFO - Epoch [14][1600/7492] lr: 4.905e-02, eta: 6 days, 5:05:43, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2050, top5_acc: 0.4288, loss_cls: 8.6681, loss: 8.6681 2025-08-13 00:50:42,693 - pyskl - INFO - Epoch [14][1700/7492] lr: 4.905e-02, eta: 6 days, 5:04:51, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4344, loss_cls: 8.6626, loss: 8.6626 2025-08-13 00:51:35,296 - pyskl - INFO - Epoch [14][1800/7492] lr: 4.904e-02, eta: 6 days, 5:04:01, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4269, loss_cls: 8.7661, loss: 8.7661 2025-08-13 00:52:27,941 - pyskl - INFO - Epoch [14][1900/7492] lr: 4.904e-02, eta: 6 days, 5:03:11, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4350, loss_cls: 8.6982, loss: 8.6982 2025-08-13 00:53:20,931 - pyskl - INFO - Epoch [14][2000/7492] lr: 4.904e-02, eta: 6 days, 5:02:25, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.2112, top5_acc: 0.4356, loss_cls: 8.6927, loss: 8.6927 2025-08-13 00:54:13,474 - pyskl - INFO - Epoch [14][2100/7492] lr: 4.904e-02, eta: 6 days, 5:01:34, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1856, top5_acc: 0.4166, loss_cls: 8.8180, loss: 8.8180 2025-08-13 00:55:06,010 - pyskl - INFO - Epoch [14][2200/7492] lr: 4.904e-02, eta: 6 days, 5:00:44, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2081, top5_acc: 0.4375, loss_cls: 8.6373, loss: 8.6373 2025-08-13 00:55:58,428 - pyskl - INFO - Epoch [14][2300/7492] lr: 4.904e-02, eta: 6 days, 4:59:52, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4253, loss_cls: 8.8858, loss: 8.8858 2025-08-13 00:56:51,054 - pyskl - INFO - Epoch [14][2400/7492] lr: 4.903e-02, eta: 6 days, 4:59:02, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4350, loss_cls: 8.7830, loss: 8.7830 2025-08-13 00:57:43,676 - pyskl - INFO - Epoch [14][2500/7492] lr: 4.903e-02, eta: 6 days, 4:58:12, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1944, top5_acc: 0.4275, loss_cls: 8.7042, loss: 8.7042 2025-08-13 00:58:36,282 - pyskl - INFO - Epoch [14][2600/7492] lr: 4.903e-02, eta: 6 days, 4:57:22, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4325, loss_cls: 8.7462, loss: 8.7462 2025-08-13 00:59:29,008 - pyskl - INFO - Epoch [14][2700/7492] lr: 4.903e-02, eta: 6 days, 4:56:33, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2112, top5_acc: 0.4478, loss_cls: 8.6543, loss: 8.6543 2025-08-13 01:00:21,481 - pyskl - INFO - Epoch [14][2800/7492] lr: 4.903e-02, eta: 6 days, 4:55:42, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4338, loss_cls: 8.6891, loss: 8.6891 2025-08-13 01:01:13,800 - pyskl - INFO - Epoch [14][2900/7492] lr: 4.902e-02, eta: 6 days, 4:54:49, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4244, loss_cls: 8.6991, loss: 8.6991 2025-08-13 01:02:06,211 - pyskl - INFO - Epoch [14][3000/7492] lr: 4.902e-02, eta: 6 days, 4:53:57, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4381, loss_cls: 8.7080, loss: 8.7080 2025-08-13 01:02:59,310 - pyskl - INFO - Epoch [14][3100/7492] lr: 4.902e-02, eta: 6 days, 4:53:12, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.1984, top5_acc: 0.4391, loss_cls: 8.7579, loss: 8.7579 2025-08-13 01:03:51,868 - pyskl - INFO - Epoch [14][3200/7492] lr: 4.902e-02, eta: 6 days, 4:52:21, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4206, loss_cls: 8.7705, loss: 8.7705 2025-08-13 01:04:44,470 - pyskl - INFO - Epoch [14][3300/7492] lr: 4.902e-02, eta: 6 days, 4:51:31, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2109, top5_acc: 0.4291, loss_cls: 8.7049, loss: 8.7049 2025-08-13 01:05:36,826 - pyskl - INFO - Epoch [14][3400/7492] lr: 4.901e-02, eta: 6 days, 4:50:38, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4234, loss_cls: 8.7901, loss: 8.7901 2025-08-13 01:06:29,389 - pyskl - INFO - Epoch [14][3500/7492] lr: 4.901e-02, eta: 6 days, 4:49:48, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4356, loss_cls: 8.6787, loss: 8.6787 2025-08-13 01:07:22,033 - pyskl - INFO - Epoch [14][3600/7492] lr: 4.901e-02, eta: 6 days, 4:48:58, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2081, top5_acc: 0.4334, loss_cls: 8.6981, loss: 8.6981 2025-08-13 01:08:14,409 - pyskl - INFO - Epoch [14][3700/7492] lr: 4.901e-02, eta: 6 days, 4:48:06, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1975, top5_acc: 0.4181, loss_cls: 8.7717, loss: 8.7717 2025-08-13 01:09:06,793 - pyskl - INFO - Epoch [14][3800/7492] lr: 4.901e-02, eta: 6 days, 4:47:13, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4253, loss_cls: 8.7178, loss: 8.7178 2025-08-13 01:09:59,369 - pyskl - INFO - Epoch [14][3900/7492] lr: 4.900e-02, eta: 6 days, 4:46:23, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1903, top5_acc: 0.4316, loss_cls: 8.7675, loss: 8.7675 2025-08-13 01:10:51,907 - pyskl - INFO - Epoch [14][4000/7492] lr: 4.900e-02, eta: 6 days, 4:45:32, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4191, loss_cls: 8.7815, loss: 8.7815 2025-08-13 01:11:44,283 - pyskl - INFO - Epoch [14][4100/7492] lr: 4.900e-02, eta: 6 days, 4:44:40, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4181, loss_cls: 8.7557, loss: 8.7557 2025-08-13 01:12:37,295 - pyskl - INFO - Epoch [14][4200/7492] lr: 4.900e-02, eta: 6 days, 4:43:54, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.2044, top5_acc: 0.4344, loss_cls: 8.6763, loss: 8.6763 2025-08-13 01:13:30,053 - pyskl - INFO - Epoch [14][4300/7492] lr: 4.900e-02, eta: 6 days, 4:43:05, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4375, loss_cls: 8.7585, loss: 8.7585 2025-08-13 01:14:22,728 - pyskl - INFO - Epoch [14][4400/7492] lr: 4.899e-02, eta: 6 days, 4:42:16, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4128, loss_cls: 8.8619, loss: 8.8619 2025-08-13 01:15:15,508 - pyskl - INFO - Epoch [14][4500/7492] lr: 4.899e-02, eta: 6 days, 4:41:27, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4263, loss_cls: 8.7496, loss: 8.7496 2025-08-13 01:16:07,717 - pyskl - INFO - Epoch [14][4600/7492] lr: 4.899e-02, eta: 6 days, 4:40:33, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2087, top5_acc: 0.4272, loss_cls: 8.7232, loss: 8.7232 2025-08-13 01:17:00,137 - pyskl - INFO - Epoch [14][4700/7492] lr: 4.899e-02, eta: 6 days, 4:39:41, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2050, top5_acc: 0.4297, loss_cls: 8.7319, loss: 8.7319 2025-08-13 01:17:52,669 - pyskl - INFO - Epoch [14][4800/7492] lr: 4.899e-02, eta: 6 days, 4:38:50, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4303, loss_cls: 8.6734, loss: 8.6734 2025-08-13 01:18:45,534 - pyskl - INFO - Epoch [14][4900/7492] lr: 4.898e-02, eta: 6 days, 4:38:03, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4253, loss_cls: 8.7011, loss: 8.7011 2025-08-13 01:19:38,001 - pyskl - INFO - Epoch [14][5000/7492] lr: 4.898e-02, eta: 6 days, 4:37:11, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4372, loss_cls: 8.6811, loss: 8.6811 2025-08-13 01:20:30,729 - pyskl - INFO - Epoch [14][5100/7492] lr: 4.898e-02, eta: 6 days, 4:36:22, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2013, top5_acc: 0.4334, loss_cls: 8.7588, loss: 8.7588 2025-08-13 01:21:23,394 - pyskl - INFO - Epoch [14][5200/7492] lr: 4.898e-02, eta: 6 days, 4:35:33, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1834, top5_acc: 0.4238, loss_cls: 8.7530, loss: 8.7530 2025-08-13 01:22:16,312 - pyskl - INFO - Epoch [14][5300/7492] lr: 4.898e-02, eta: 6 days, 4:34:46, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4394, loss_cls: 8.6678, loss: 8.6678 2025-08-13 01:23:09,265 - pyskl - INFO - Epoch [14][5400/7492] lr: 4.897e-02, eta: 6 days, 4:33:59, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1837, top5_acc: 0.4247, loss_cls: 8.7920, loss: 8.7920 2025-08-13 01:24:01,831 - pyskl - INFO - Epoch [14][5500/7492] lr: 4.897e-02, eta: 6 days, 4:33:08, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4347, loss_cls: 8.7474, loss: 8.7474 2025-08-13 01:24:54,313 - pyskl - INFO - Epoch [14][5600/7492] lr: 4.897e-02, eta: 6 days, 4:32:17, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4291, loss_cls: 8.6958, loss: 8.6958 2025-08-13 01:25:46,802 - pyskl - INFO - Epoch [14][5700/7492] lr: 4.897e-02, eta: 6 days, 4:31:26, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1869, top5_acc: 0.4291, loss_cls: 8.7903, loss: 8.7903 2025-08-13 01:26:39,168 - pyskl - INFO - Epoch [14][5800/7492] lr: 4.897e-02, eta: 6 days, 4:30:33, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2009, top5_acc: 0.4238, loss_cls: 8.7883, loss: 8.7883 2025-08-13 01:27:31,786 - pyskl - INFO - Epoch [14][5900/7492] lr: 4.896e-02, eta: 6 days, 4:29:43, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4222, loss_cls: 8.7246, loss: 8.7246 2025-08-13 01:28:24,661 - pyskl - INFO - Epoch [14][6000/7492] lr: 4.896e-02, eta: 6 days, 4:28:55, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4384, loss_cls: 8.7030, loss: 8.7030 2025-08-13 01:29:17,161 - pyskl - INFO - Epoch [14][6100/7492] lr: 4.896e-02, eta: 6 days, 4:28:04, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4431, loss_cls: 8.6390, loss: 8.6390 2025-08-13 01:30:09,630 - pyskl - INFO - Epoch [14][6200/7492] lr: 4.896e-02, eta: 6 days, 4:27:13, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1978, top5_acc: 0.4247, loss_cls: 8.7658, loss: 8.7658 2025-08-13 01:31:02,506 - pyskl - INFO - Epoch [14][6300/7492] lr: 4.896e-02, eta: 6 days, 4:26:25, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4188, loss_cls: 8.7230, loss: 8.7230 2025-08-13 01:31:55,406 - pyskl - INFO - Epoch [14][6400/7492] lr: 4.895e-02, eta: 6 days, 4:25:38, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2097, top5_acc: 0.4422, loss_cls: 8.6605, loss: 8.6605 2025-08-13 01:32:48,117 - pyskl - INFO - Epoch [14][6500/7492] lr: 4.895e-02, eta: 6 days, 4:24:48, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1997, top5_acc: 0.4363, loss_cls: 8.6635, loss: 8.6635 2025-08-13 01:33:40,840 - pyskl - INFO - Epoch [14][6600/7492] lr: 4.895e-02, eta: 6 days, 4:23:59, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4344, loss_cls: 8.7346, loss: 8.7346 2025-08-13 01:34:33,356 - pyskl - INFO - Epoch [14][6700/7492] lr: 4.895e-02, eta: 6 days, 4:23:08, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2053, top5_acc: 0.4300, loss_cls: 8.7302, loss: 8.7302 2025-08-13 01:35:25,518 - pyskl - INFO - Epoch [14][6800/7492] lr: 4.895e-02, eta: 6 days, 4:22:14, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1919, top5_acc: 0.4116, loss_cls: 8.7722, loss: 8.7722 2025-08-13 01:36:18,024 - pyskl - INFO - Epoch [14][6900/7492] lr: 4.894e-02, eta: 6 days, 4:21:22, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4284, loss_cls: 8.6605, loss: 8.6605 2025-08-13 01:37:10,391 - pyskl - INFO - Epoch [14][7000/7492] lr: 4.894e-02, eta: 6 days, 4:20:30, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2006, top5_acc: 0.4322, loss_cls: 8.7236, loss: 8.7236 2025-08-13 01:38:02,825 - pyskl - INFO - Epoch [14][7100/7492] lr: 4.894e-02, eta: 6 days, 4:19:38, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4394, loss_cls: 8.6797, loss: 8.6797 2025-08-13 01:38:55,286 - pyskl - INFO - Epoch [14][7200/7492] lr: 4.894e-02, eta: 6 days, 4:18:46, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1866, top5_acc: 0.4131, loss_cls: 8.8184, loss: 8.8184 2025-08-13 01:39:47,785 - pyskl - INFO - Epoch [14][7300/7492] lr: 4.894e-02, eta: 6 days, 4:17:55, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2162, top5_acc: 0.4500, loss_cls: 8.5994, loss: 8.5994 2025-08-13 01:40:40,314 - pyskl - INFO - Epoch [14][7400/7492] lr: 4.893e-02, eta: 6 days, 4:17:04, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1872, top5_acc: 0.4228, loss_cls: 8.7704, loss: 8.7704 2025-08-13 01:41:30,057 - pyskl - INFO - Saving checkpoint at 14 epochs 2025-08-13 01:42:24,979 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 01:42:25,726 - pyskl - INFO - top1_acc 0.1650 top5_acc 0.3618 2025-08-13 01:42:25,727 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 01:42:25,772 - pyskl - INFO - mean_acc 0.1650 2025-08-13 01:42:25,850 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_13.pth was removed 2025-08-13 01:42:26,921 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_14.pth. 2025-08-13 01:42:26,922 - pyskl - INFO - Best top1_acc is 0.1650 at 14 epoch. 2025-08-13 01:42:26,935 - pyskl - INFO - Epoch(val) [14][617] top1_acc: 0.1650, top5_acc: 0.3618, mean_class_accuracy: 0.1650 2025-08-13 01:43:48,725 - pyskl - INFO - Epoch [15][100/7492] lr: 4.893e-02, eta: 6 days, 4:12:21, time: 0.818, data_time: 0.290, memory: 13024, top1_acc: 0.2050, top5_acc: 0.4441, loss_cls: 8.5604, loss: 8.5604 2025-08-13 01:44:42,100 - pyskl - INFO - Epoch [15][200/7492] lr: 4.893e-02, eta: 6 days, 4:11:38, time: 0.534, data_time: 0.000, memory: 13024, top1_acc: 0.2034, top5_acc: 0.4378, loss_cls: 8.6121, loss: 8.6121 2025-08-13 01:45:34,554 - pyskl - INFO - Epoch [15][300/7492] lr: 4.893e-02, eta: 6 days, 4:10:47, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2087, top5_acc: 0.4319, loss_cls: 8.6957, loss: 8.6957 2025-08-13 01:46:26,977 - pyskl - INFO - Epoch [15][400/7492] lr: 4.892e-02, eta: 6 days, 4:09:55, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2116, top5_acc: 0.4416, loss_cls: 8.6408, loss: 8.6408 2025-08-13 01:47:19,493 - pyskl - INFO - Epoch [15][500/7492] lr: 4.892e-02, eta: 6 days, 4:09:04, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2191, top5_acc: 0.4437, loss_cls: 8.5818, loss: 8.5818 2025-08-13 01:48:12,052 - pyskl - INFO - Epoch [15][600/7492] lr: 4.892e-02, eta: 6 days, 4:08:13, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4316, loss_cls: 8.6663, loss: 8.6663 2025-08-13 01:49:04,563 - pyskl - INFO - Epoch [15][700/7492] lr: 4.892e-02, eta: 6 days, 4:07:22, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2097, top5_acc: 0.4206, loss_cls: 8.6920, loss: 8.6920 2025-08-13 01:49:57,328 - pyskl - INFO - Epoch [15][800/7492] lr: 4.892e-02, eta: 6 days, 4:06:34, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2044, top5_acc: 0.4363, loss_cls: 8.7523, loss: 8.7523 2025-08-13 01:50:50,235 - pyskl - INFO - Epoch [15][900/7492] lr: 4.891e-02, eta: 6 days, 4:05:47, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4144, loss_cls: 8.8017, loss: 8.8017 2025-08-13 01:51:42,841 - pyskl - INFO - Epoch [15][1000/7492] lr: 4.891e-02, eta: 6 days, 4:04:56, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2106, top5_acc: 0.4569, loss_cls: 8.6561, loss: 8.6561 2025-08-13 01:52:34,948 - pyskl - INFO - Epoch [15][1100/7492] lr: 4.891e-02, eta: 6 days, 4:04:01, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2094, top5_acc: 0.4363, loss_cls: 8.6737, loss: 8.6737 2025-08-13 01:53:27,508 - pyskl - INFO - Epoch [15][1200/7492] lr: 4.891e-02, eta: 6 days, 4:03:11, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2238, top5_acc: 0.4575, loss_cls: 8.5994, loss: 8.5994 2025-08-13 01:54:19,941 - pyskl - INFO - Epoch [15][1300/7492] lr: 4.891e-02, eta: 6 days, 4:02:19, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1894, top5_acc: 0.4213, loss_cls: 8.7609, loss: 8.7609 2025-08-13 01:55:12,318 - pyskl - INFO - Epoch [15][1400/7492] lr: 4.890e-02, eta: 6 days, 4:01:27, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1981, top5_acc: 0.4219, loss_cls: 8.7331, loss: 8.7331 2025-08-13 01:56:04,661 - pyskl - INFO - Epoch [15][1500/7492] lr: 4.890e-02, eta: 6 days, 4:00:34, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4253, loss_cls: 8.6537, loss: 8.6537 2025-08-13 01:56:57,282 - pyskl - INFO - Epoch [15][1600/7492] lr: 4.890e-02, eta: 6 days, 3:59:44, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1916, top5_acc: 0.4216, loss_cls: 8.7870, loss: 8.7870 2025-08-13 01:57:49,932 - pyskl - INFO - Epoch [15][1700/7492] lr: 4.890e-02, eta: 6 days, 3:58:54, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2037, top5_acc: 0.4291, loss_cls: 8.7233, loss: 8.7233 2025-08-13 01:58:42,589 - pyskl - INFO - Epoch [15][1800/7492] lr: 4.890e-02, eta: 6 days, 3:58:05, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2075, top5_acc: 0.4419, loss_cls: 8.6882, loss: 8.6882 2025-08-13 01:59:35,055 - pyskl - INFO - Epoch [15][1900/7492] lr: 4.889e-02, eta: 6 days, 3:57:13, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4250, loss_cls: 8.6958, loss: 8.6958 2025-08-13 02:00:27,990 - pyskl - INFO - Epoch [15][2000/7492] lr: 4.889e-02, eta: 6 days, 3:56:26, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1963, top5_acc: 0.4281, loss_cls: 8.7512, loss: 8.7512 2025-08-13 02:01:20,248 - pyskl - INFO - Epoch [15][2100/7492] lr: 4.889e-02, eta: 6 days, 3:55:33, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2006, top5_acc: 0.4334, loss_cls: 8.6492, loss: 8.6492 2025-08-13 02:02:12,747 - pyskl - INFO - Epoch [15][2200/7492] lr: 4.889e-02, eta: 6 days, 3:54:42, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4434, loss_cls: 8.6282, loss: 8.6282 2025-08-13 02:03:05,123 - pyskl - INFO - Epoch [15][2300/7492] lr: 4.889e-02, eta: 6 days, 3:53:49, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2050, top5_acc: 0.4334, loss_cls: 8.7320, loss: 8.7320 2025-08-13 02:03:57,558 - pyskl - INFO - Epoch [15][2400/7492] lr: 4.888e-02, eta: 6 days, 3:52:57, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4400, loss_cls: 8.7112, loss: 8.7112 2025-08-13 02:04:50,689 - pyskl - INFO - Epoch [15][2500/7492] lr: 4.888e-02, eta: 6 days, 3:52:12, time: 0.531, data_time: 0.000, memory: 13024, top1_acc: 0.2062, top5_acc: 0.4366, loss_cls: 8.6756, loss: 8.6756 2025-08-13 02:05:43,269 - pyskl - INFO - Epoch [15][2600/7492] lr: 4.888e-02, eta: 6 days, 3:51:22, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2053, top5_acc: 0.4353, loss_cls: 8.6772, loss: 8.6772 2025-08-13 02:06:35,639 - pyskl - INFO - Epoch [15][2700/7492] lr: 4.888e-02, eta: 6 days, 3:50:29, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2056, top5_acc: 0.4456, loss_cls: 8.6500, loss: 8.6500 2025-08-13 02:07:27,978 - pyskl - INFO - Epoch [15][2800/7492] lr: 4.888e-02, eta: 6 days, 3:49:37, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1947, top5_acc: 0.4200, loss_cls: 8.8303, loss: 8.8303 2025-08-13 02:08:20,447 - pyskl - INFO - Epoch [15][2900/7492] lr: 4.887e-02, eta: 6 days, 3:48:45, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4441, loss_cls: 8.6388, loss: 8.6388 2025-08-13 02:09:13,293 - pyskl - INFO - Epoch [15][3000/7492] lr: 4.887e-02, eta: 6 days, 3:47:57, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4328, loss_cls: 8.6506, loss: 8.6506 2025-08-13 02:10:06,336 - pyskl - INFO - Epoch [15][3100/7492] lr: 4.887e-02, eta: 6 days, 3:47:11, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.1881, top5_acc: 0.4228, loss_cls: 8.8085, loss: 8.8085 2025-08-13 02:10:58,732 - pyskl - INFO - Epoch [15][3200/7492] lr: 4.887e-02, eta: 6 days, 3:46:19, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2075, top5_acc: 0.4359, loss_cls: 8.6870, loss: 8.6870 2025-08-13 02:11:51,211 - pyskl - INFO - Epoch [15][3300/7492] lr: 4.887e-02, eta: 6 days, 3:45:28, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1913, top5_acc: 0.4303, loss_cls: 8.7385, loss: 8.7385 2025-08-13 02:12:43,684 - pyskl - INFO - Epoch [15][3400/7492] lr: 4.886e-02, eta: 6 days, 3:44:36, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2056, top5_acc: 0.4303, loss_cls: 8.6709, loss: 8.6709 2025-08-13 02:13:36,280 - pyskl - INFO - Epoch [15][3500/7492] lr: 4.886e-02, eta: 6 days, 3:43:46, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4181, loss_cls: 8.7675, loss: 8.7675 2025-08-13 02:14:28,698 - pyskl - INFO - Epoch [15][3600/7492] lr: 4.886e-02, eta: 6 days, 3:42:54, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1975, top5_acc: 0.4316, loss_cls: 8.7122, loss: 8.7122 2025-08-13 02:15:21,403 - pyskl - INFO - Epoch [15][3700/7492] lr: 4.886e-02, eta: 6 days, 3:42:04, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1903, top5_acc: 0.4247, loss_cls: 8.7374, loss: 8.7374 2025-08-13 02:16:13,737 - pyskl - INFO - Epoch [15][3800/7492] lr: 4.885e-02, eta: 6 days, 3:41:12, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2034, top5_acc: 0.4412, loss_cls: 8.7656, loss: 8.7656 2025-08-13 02:17:06,293 - pyskl - INFO - Epoch [15][3900/7492] lr: 4.885e-02, eta: 6 days, 3:40:21, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2159, top5_acc: 0.4450, loss_cls: 8.7202, loss: 8.7202 2025-08-13 02:17:59,034 - pyskl - INFO - Epoch [15][4000/7492] lr: 4.885e-02, eta: 6 days, 3:39:32, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2044, top5_acc: 0.4416, loss_cls: 8.6542, loss: 8.6542 2025-08-13 02:18:51,920 - pyskl - INFO - Epoch [15][4100/7492] lr: 4.885e-02, eta: 6 days, 3:38:44, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4325, loss_cls: 8.7223, loss: 8.7223 2025-08-13 02:19:44,673 - pyskl - INFO - Epoch [15][4200/7492] lr: 4.885e-02, eta: 6 days, 3:37:56, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4434, loss_cls: 8.6353, loss: 8.6353 2025-08-13 02:20:37,523 - pyskl - INFO - Epoch [15][4300/7492] lr: 4.884e-02, eta: 6 days, 3:37:08, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1934, top5_acc: 0.4275, loss_cls: 8.7252, loss: 8.7252 2025-08-13 02:21:30,361 - pyskl - INFO - Epoch [15][4400/7492] lr: 4.884e-02, eta: 6 days, 3:36:19, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4369, loss_cls: 8.7021, loss: 8.7021 2025-08-13 02:22:22,535 - pyskl - INFO - Epoch [15][4500/7492] lr: 4.884e-02, eta: 6 days, 3:35:25, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2075, top5_acc: 0.4437, loss_cls: 8.6571, loss: 8.6571 2025-08-13 02:23:15,010 - pyskl - INFO - Epoch [15][4600/7492] lr: 4.884e-02, eta: 6 days, 3:34:34, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4344, loss_cls: 8.6900, loss: 8.6900 2025-08-13 02:24:07,717 - pyskl - INFO - Epoch [15][4700/7492] lr: 4.884e-02, eta: 6 days, 3:33:44, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4288, loss_cls: 8.7918, loss: 8.7918 2025-08-13 02:25:00,259 - pyskl - INFO - Epoch [15][4800/7492] lr: 4.883e-02, eta: 6 days, 3:32:53, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4284, loss_cls: 8.8326, loss: 8.8326 2025-08-13 02:25:52,770 - pyskl - INFO - Epoch [15][4900/7492] lr: 4.883e-02, eta: 6 days, 3:32:02, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2122, top5_acc: 0.4441, loss_cls: 8.7209, loss: 8.7209 2025-08-13 02:26:45,316 - pyskl - INFO - Epoch [15][5000/7492] lr: 4.883e-02, eta: 6 days, 3:31:11, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4313, loss_cls: 8.6924, loss: 8.6924 2025-08-13 02:27:37,807 - pyskl - INFO - Epoch [15][5100/7492] lr: 4.883e-02, eta: 6 days, 3:30:20, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4319, loss_cls: 8.7150, loss: 8.7150 2025-08-13 02:28:30,250 - pyskl - INFO - Epoch [15][5200/7492] lr: 4.883e-02, eta: 6 days, 3:29:28, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4378, loss_cls: 8.6820, loss: 8.6820 2025-08-13 02:29:22,973 - pyskl - INFO - Epoch [15][5300/7492] lr: 4.882e-02, eta: 6 days, 3:28:39, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4403, loss_cls: 8.7499, loss: 8.7499 2025-08-13 02:30:15,394 - pyskl - INFO - Epoch [15][5400/7492] lr: 4.882e-02, eta: 6 days, 3:27:47, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2109, top5_acc: 0.4256, loss_cls: 8.6927, loss: 8.6927 2025-08-13 02:31:08,068 - pyskl - INFO - Epoch [15][5500/7492] lr: 4.882e-02, eta: 6 days, 3:26:57, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1834, top5_acc: 0.4234, loss_cls: 8.7861, loss: 8.7861 2025-08-13 02:32:00,459 - pyskl - INFO - Epoch [15][5600/7492] lr: 4.882e-02, eta: 6 days, 3:26:05, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2116, top5_acc: 0.4288, loss_cls: 8.7118, loss: 8.7118 2025-08-13 02:32:52,805 - pyskl - INFO - Epoch [15][5700/7492] lr: 4.881e-02, eta: 6 days, 3:25:12, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4375, loss_cls: 8.6757, loss: 8.6757 2025-08-13 02:33:45,554 - pyskl - INFO - Epoch [15][5800/7492] lr: 4.881e-02, eta: 6 days, 3:24:23, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2134, top5_acc: 0.4447, loss_cls: 8.6315, loss: 8.6315 2025-08-13 02:34:37,953 - pyskl - INFO - Epoch [15][5900/7492] lr: 4.881e-02, eta: 6 days, 3:23:31, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4306, loss_cls: 8.6743, loss: 8.6743 2025-08-13 02:35:30,451 - pyskl - INFO - Epoch [15][6000/7492] lr: 4.881e-02, eta: 6 days, 3:22:40, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4334, loss_cls: 8.6014, loss: 8.6014 2025-08-13 02:36:23,064 - pyskl - INFO - Epoch [15][6100/7492] lr: 4.881e-02, eta: 6 days, 3:21:50, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1969, top5_acc: 0.4272, loss_cls: 8.8105, loss: 8.8105 2025-08-13 02:37:15,555 - pyskl - INFO - Epoch [15][6200/7492] lr: 4.880e-02, eta: 6 days, 3:20:58, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4384, loss_cls: 8.6725, loss: 8.6725 2025-08-13 02:38:08,241 - pyskl - INFO - Epoch [15][6300/7492] lr: 4.880e-02, eta: 6 days, 3:20:09, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4319, loss_cls: 8.7109, loss: 8.7109 2025-08-13 02:39:01,082 - pyskl - INFO - Epoch [15][6400/7492] lr: 4.880e-02, eta: 6 days, 3:19:20, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1922, top5_acc: 0.4284, loss_cls: 8.7397, loss: 8.7397 2025-08-13 02:39:53,648 - pyskl - INFO - Epoch [15][6500/7492] lr: 4.880e-02, eta: 6 days, 3:18:30, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1925, top5_acc: 0.4278, loss_cls: 8.7358, loss: 8.7358 2025-08-13 02:40:46,011 - pyskl - INFO - Epoch [15][6600/7492] lr: 4.880e-02, eta: 6 days, 3:17:37, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4281, loss_cls: 8.7034, loss: 8.7034 2025-08-13 02:41:38,621 - pyskl - INFO - Epoch [15][6700/7492] lr: 4.879e-02, eta: 6 days, 3:16:47, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1947, top5_acc: 0.4175, loss_cls: 8.8210, loss: 8.8210 2025-08-13 02:42:31,225 - pyskl - INFO - Epoch [15][6800/7492] lr: 4.879e-02, eta: 6 days, 3:15:57, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1947, top5_acc: 0.4256, loss_cls: 8.7540, loss: 8.7540 2025-08-13 02:43:23,848 - pyskl - INFO - Epoch [15][6900/7492] lr: 4.879e-02, eta: 6 days, 3:15:06, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4278, loss_cls: 8.7100, loss: 8.7100 2025-08-13 02:44:16,370 - pyskl - INFO - Epoch [15][7000/7492] lr: 4.879e-02, eta: 6 days, 3:14:15, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4313, loss_cls: 8.6843, loss: 8.6843 2025-08-13 02:45:09,024 - pyskl - INFO - Epoch [15][7100/7492] lr: 4.878e-02, eta: 6 days, 3:13:25, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2066, top5_acc: 0.4294, loss_cls: 8.6945, loss: 8.6945 2025-08-13 02:46:01,563 - pyskl - INFO - Epoch [15][7200/7492] lr: 4.878e-02, eta: 6 days, 3:12:34, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2156, top5_acc: 0.4372, loss_cls: 8.7310, loss: 8.7310 2025-08-13 02:46:54,133 - pyskl - INFO - Epoch [15][7300/7492] lr: 4.878e-02, eta: 6 days, 3:11:44, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4281, loss_cls: 8.7755, loss: 8.7755 2025-08-13 02:47:46,676 - pyskl - INFO - Epoch [15][7400/7492] lr: 4.878e-02, eta: 6 days, 3:10:53, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4319, loss_cls: 8.7338, loss: 8.7338 2025-08-13 02:48:36,573 - pyskl - INFO - Saving checkpoint at 15 epochs 2025-08-13 02:49:31,163 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 02:49:31,895 - pyskl - INFO - top1_acc 0.1555 top5_acc 0.3545 2025-08-13 02:49:31,895 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 02:49:31,934 - pyskl - INFO - mean_acc 0.1555 2025-08-13 02:49:31,945 - pyskl - INFO - Epoch(val) [15][617] top1_acc: 0.1555, top5_acc: 0.3545, mean_class_accuracy: 0.1555 2025-08-13 02:50:52,904 - pyskl - INFO - Epoch [16][100/7492] lr: 4.877e-02, eta: 6 days, 3:06:16, time: 0.810, data_time: 0.287, memory: 13024, top1_acc: 0.2053, top5_acc: 0.4356, loss_cls: 8.6237, loss: 8.6237 2025-08-13 02:51:45,353 - pyskl - INFO - Epoch [16][200/7492] lr: 4.877e-02, eta: 6 days, 3:05:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2144, top5_acc: 0.4500, loss_cls: 8.6923, loss: 8.6923 2025-08-13 02:52:37,288 - pyskl - INFO - Epoch [16][300/7492] lr: 4.877e-02, eta: 6 days, 3:04:28, time: 0.519, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4219, loss_cls: 8.7744, loss: 8.7744 2025-08-13 02:53:29,337 - pyskl - INFO - Epoch [16][400/7492] lr: 4.877e-02, eta: 6 days, 3:03:33, time: 0.520, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4350, loss_cls: 8.7562, loss: 8.7562 2025-08-13 02:54:21,581 - pyskl - INFO - Epoch [16][500/7492] lr: 4.877e-02, eta: 6 days, 3:02:39, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2169, top5_acc: 0.4419, loss_cls: 8.6980, loss: 8.6980 2025-08-13 02:55:14,015 - pyskl - INFO - Epoch [16][600/7492] lr: 4.876e-02, eta: 6 days, 3:01:47, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4288, loss_cls: 8.6759, loss: 8.6759 2025-08-13 02:56:06,171 - pyskl - INFO - Epoch [16][700/7492] lr: 4.876e-02, eta: 6 days, 3:00:53, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4453, loss_cls: 8.5846, loss: 8.5846 2025-08-13 02:56:58,241 - pyskl - INFO - Epoch [16][800/7492] lr: 4.876e-02, eta: 6 days, 2:59:58, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2056, top5_acc: 0.4387, loss_cls: 8.5939, loss: 8.5939 2025-08-13 02:57:50,877 - pyskl - INFO - Epoch [16][900/7492] lr: 4.876e-02, eta: 6 days, 2:59:08, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2156, top5_acc: 0.4400, loss_cls: 8.6775, loss: 8.6775 2025-08-13 02:58:43,546 - pyskl - INFO - Epoch [16][1000/7492] lr: 4.875e-02, eta: 6 days, 2:58:19, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4297, loss_cls: 8.6589, loss: 8.6589 2025-08-13 02:59:36,075 - pyskl - INFO - Epoch [16][1100/7492] lr: 4.875e-02, eta: 6 days, 2:57:28, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1963, top5_acc: 0.4228, loss_cls: 8.7176, loss: 8.7176 2025-08-13 03:00:28,516 - pyskl - INFO - Epoch [16][1200/7492] lr: 4.875e-02, eta: 6 days, 2:56:36, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4403, loss_cls: 8.6932, loss: 8.6932 2025-08-13 03:01:20,897 - pyskl - INFO - Epoch [16][1300/7492] lr: 4.875e-02, eta: 6 days, 2:55:44, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4256, loss_cls: 8.6883, loss: 8.6883 2025-08-13 03:02:13,429 - pyskl - INFO - Epoch [16][1400/7492] lr: 4.875e-02, eta: 6 days, 2:54:53, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1953, top5_acc: 0.4338, loss_cls: 8.7453, loss: 8.7453 2025-08-13 03:03:05,526 - pyskl - INFO - Epoch [16][1500/7492] lr: 4.874e-02, eta: 6 days, 2:53:58, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1969, top5_acc: 0.4300, loss_cls: 8.7357, loss: 8.7357 2025-08-13 03:03:57,972 - pyskl - INFO - Epoch [16][1600/7492] lr: 4.874e-02, eta: 6 days, 2:53:07, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2066, top5_acc: 0.4412, loss_cls: 8.6651, loss: 8.6651 2025-08-13 03:04:50,338 - pyskl - INFO - Epoch [16][1700/7492] lr: 4.874e-02, eta: 6 days, 2:52:14, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4297, loss_cls: 8.7602, loss: 8.7602 2025-08-13 03:05:42,593 - pyskl - INFO - Epoch [16][1800/7492] lr: 4.874e-02, eta: 6 days, 2:51:21, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2013, top5_acc: 0.4275, loss_cls: 8.6916, loss: 8.6916 2025-08-13 03:06:35,140 - pyskl - INFO - Epoch [16][1900/7492] lr: 4.874e-02, eta: 6 days, 2:50:30, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2006, top5_acc: 0.4359, loss_cls: 8.7259, loss: 8.7259 2025-08-13 03:07:27,717 - pyskl - INFO - Epoch [16][2000/7492] lr: 4.873e-02, eta: 6 days, 2:49:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4369, loss_cls: 8.6657, loss: 8.6657 2025-08-13 03:08:20,424 - pyskl - INFO - Epoch [16][2100/7492] lr: 4.873e-02, eta: 6 days, 2:48:50, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2166, top5_acc: 0.4422, loss_cls: 8.6216, loss: 8.6216 2025-08-13 03:09:12,812 - pyskl - INFO - Epoch [16][2200/7492] lr: 4.873e-02, eta: 6 days, 2:47:58, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4372, loss_cls: 8.6521, loss: 8.6521 2025-08-13 03:10:05,357 - pyskl - INFO - Epoch [16][2300/7492] lr: 4.873e-02, eta: 6 days, 2:47:07, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4387, loss_cls: 8.7127, loss: 8.7127 2025-08-13 03:10:57,784 - pyskl - INFO - Epoch [16][2400/7492] lr: 4.872e-02, eta: 6 days, 2:46:15, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2056, top5_acc: 0.4350, loss_cls: 8.6705, loss: 8.6705 2025-08-13 03:11:50,196 - pyskl - INFO - Epoch [16][2500/7492] lr: 4.872e-02, eta: 6 days, 2:45:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4272, loss_cls: 8.7307, loss: 8.7307 2025-08-13 03:12:42,769 - pyskl - INFO - Epoch [16][2600/7492] lr: 4.872e-02, eta: 6 days, 2:44:33, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1975, top5_acc: 0.4391, loss_cls: 8.7218, loss: 8.7218 2025-08-13 03:13:35,130 - pyskl - INFO - Epoch [16][2700/7492] lr: 4.872e-02, eta: 6 days, 2:43:41, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2081, top5_acc: 0.4366, loss_cls: 8.6859, loss: 8.6859 2025-08-13 03:14:27,568 - pyskl - INFO - Epoch [16][2800/7492] lr: 4.872e-02, eta: 6 days, 2:42:49, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1997, top5_acc: 0.4356, loss_cls: 8.7197, loss: 8.7197 2025-08-13 03:15:20,092 - pyskl - INFO - Epoch [16][2900/7492] lr: 4.871e-02, eta: 6 days, 2:41:58, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2134, top5_acc: 0.4519, loss_cls: 8.6820, loss: 8.6820 2025-08-13 03:16:12,484 - pyskl - INFO - Epoch [16][3000/7492] lr: 4.871e-02, eta: 6 days, 2:41:06, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1975, top5_acc: 0.4225, loss_cls: 8.7292, loss: 8.7292 2025-08-13 03:17:05,122 - pyskl - INFO - Epoch [16][3100/7492] lr: 4.871e-02, eta: 6 days, 2:40:16, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2112, top5_acc: 0.4406, loss_cls: 8.7247, loss: 8.7247 2025-08-13 03:17:57,472 - pyskl - INFO - Epoch [16][3200/7492] lr: 4.871e-02, eta: 6 days, 2:39:23, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1928, top5_acc: 0.4409, loss_cls: 8.6632, loss: 8.6632 2025-08-13 03:18:49,771 - pyskl - INFO - Epoch [16][3300/7492] lr: 4.870e-02, eta: 6 days, 2:38:30, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1978, top5_acc: 0.4391, loss_cls: 8.6743, loss: 8.6743 2025-08-13 03:19:42,179 - pyskl - INFO - Epoch [16][3400/7492] lr: 4.870e-02, eta: 6 days, 2:37:38, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4341, loss_cls: 8.6964, loss: 8.6964 2025-08-13 03:20:34,606 - pyskl - INFO - Epoch [16][3500/7492] lr: 4.870e-02, eta: 6 days, 2:36:46, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2087, top5_acc: 0.4422, loss_cls: 8.7058, loss: 8.7058 2025-08-13 03:21:26,855 - pyskl - INFO - Epoch [16][3600/7492] lr: 4.870e-02, eta: 6 days, 2:35:53, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4444, loss_cls: 8.6001, loss: 8.6001 2025-08-13 03:22:19,429 - pyskl - INFO - Epoch [16][3700/7492] lr: 4.870e-02, eta: 6 days, 2:35:02, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2144, top5_acc: 0.4419, loss_cls: 8.6473, loss: 8.6473 2025-08-13 03:23:12,103 - pyskl - INFO - Epoch [16][3800/7492] lr: 4.869e-02, eta: 6 days, 2:34:13, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2031, top5_acc: 0.4491, loss_cls: 8.6404, loss: 8.6404 2025-08-13 03:24:04,439 - pyskl - INFO - Epoch [16][3900/7492] lr: 4.869e-02, eta: 6 days, 2:33:20, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2103, top5_acc: 0.4434, loss_cls: 8.6803, loss: 8.6803 2025-08-13 03:24:56,822 - pyskl - INFO - Epoch [16][4000/7492] lr: 4.869e-02, eta: 6 days, 2:32:28, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4338, loss_cls: 8.7012, loss: 8.7012 2025-08-13 03:25:49,218 - pyskl - INFO - Epoch [16][4100/7492] lr: 4.869e-02, eta: 6 days, 2:31:36, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2031, top5_acc: 0.4219, loss_cls: 8.6586, loss: 8.6586 2025-08-13 03:26:41,835 - pyskl - INFO - Epoch [16][4200/7492] lr: 4.868e-02, eta: 6 days, 2:30:46, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1894, top5_acc: 0.4034, loss_cls: 8.8385, loss: 8.8385 2025-08-13 03:27:34,630 - pyskl - INFO - Epoch [16][4300/7492] lr: 4.868e-02, eta: 6 days, 2:29:57, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4444, loss_cls: 8.6799, loss: 8.6799 2025-08-13 03:28:26,872 - pyskl - INFO - Epoch [16][4400/7492] lr: 4.868e-02, eta: 6 days, 2:29:03, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1988, top5_acc: 0.4216, loss_cls: 8.7626, loss: 8.7626 2025-08-13 03:29:19,397 - pyskl - INFO - Epoch [16][4500/7492] lr: 4.868e-02, eta: 6 days, 2:28:12, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2203, top5_acc: 0.4469, loss_cls: 8.6016, loss: 8.6016 2025-08-13 03:30:11,908 - pyskl - INFO - Epoch [16][4600/7492] lr: 4.868e-02, eta: 6 days, 2:27:21, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2009, top5_acc: 0.4422, loss_cls: 8.6487, loss: 8.6487 2025-08-13 03:31:04,329 - pyskl - INFO - Epoch [16][4700/7492] lr: 4.867e-02, eta: 6 days, 2:26:29, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4309, loss_cls: 8.6961, loss: 8.6961 2025-08-13 03:31:56,763 - pyskl - INFO - Epoch [16][4800/7492] lr: 4.867e-02, eta: 6 days, 2:25:38, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2081, top5_acc: 0.4428, loss_cls: 8.6695, loss: 8.6695 2025-08-13 03:32:49,013 - pyskl - INFO - Epoch [16][4900/7492] lr: 4.867e-02, eta: 6 days, 2:24:44, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1956, top5_acc: 0.4294, loss_cls: 8.6830, loss: 8.6830 2025-08-13 03:33:41,591 - pyskl - INFO - Epoch [16][5000/7492] lr: 4.867e-02, eta: 6 days, 2:23:54, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2103, top5_acc: 0.4359, loss_cls: 8.6557, loss: 8.6557 2025-08-13 03:34:34,092 - pyskl - INFO - Epoch [16][5100/7492] lr: 4.866e-02, eta: 6 days, 2:23:02, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2150, top5_acc: 0.4416, loss_cls: 8.6616, loss: 8.6616 2025-08-13 03:35:26,598 - pyskl - INFO - Epoch [16][5200/7492] lr: 4.866e-02, eta: 6 days, 2:22:11, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2206, top5_acc: 0.4619, loss_cls: 8.5840, loss: 8.5840 2025-08-13 03:36:19,341 - pyskl - INFO - Epoch [16][5300/7492] lr: 4.866e-02, eta: 6 days, 2:21:22, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2141, top5_acc: 0.4466, loss_cls: 8.6039, loss: 8.6039 2025-08-13 03:37:11,875 - pyskl - INFO - Epoch [16][5400/7492] lr: 4.866e-02, eta: 6 days, 2:20:31, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1972, top5_acc: 0.4378, loss_cls: 8.6907, loss: 8.6907 2025-08-13 03:38:04,707 - pyskl - INFO - Epoch [16][5500/7492] lr: 4.865e-02, eta: 6 days, 2:19:43, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1991, top5_acc: 0.4216, loss_cls: 8.8117, loss: 8.8117 2025-08-13 03:38:56,962 - pyskl - INFO - Epoch [16][5600/7492] lr: 4.865e-02, eta: 6 days, 2:18:49, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4387, loss_cls: 8.6672, loss: 8.6672 2025-08-13 03:39:49,528 - pyskl - INFO - Epoch [16][5700/7492] lr: 4.865e-02, eta: 6 days, 2:17:59, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4369, loss_cls: 8.7198, loss: 8.7198 2025-08-13 03:40:41,792 - pyskl - INFO - Epoch [16][5800/7492] lr: 4.865e-02, eta: 6 days, 2:17:05, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4291, loss_cls: 8.7363, loss: 8.7363 2025-08-13 03:41:34,328 - pyskl - INFO - Epoch [16][5900/7492] lr: 4.865e-02, eta: 6 days, 2:16:14, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1984, top5_acc: 0.4359, loss_cls: 8.7388, loss: 8.7388 2025-08-13 03:42:26,573 - pyskl - INFO - Epoch [16][6000/7492] lr: 4.864e-02, eta: 6 days, 2:15:21, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2091, top5_acc: 0.4244, loss_cls: 8.7497, loss: 8.7497 2025-08-13 03:43:19,901 - pyskl - INFO - Epoch [16][6100/7492] lr: 4.864e-02, eta: 6 days, 2:14:37, time: 0.533, data_time: 0.000, memory: 13024, top1_acc: 0.2172, top5_acc: 0.4409, loss_cls: 8.6275, loss: 8.6275 2025-08-13 03:44:12,348 - pyskl - INFO - Epoch [16][6200/7492] lr: 4.864e-02, eta: 6 days, 2:13:45, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4353, loss_cls: 8.7205, loss: 8.7205 2025-08-13 03:45:04,783 - pyskl - INFO - Epoch [16][6300/7492] lr: 4.864e-02, eta: 6 days, 2:12:53, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2037, top5_acc: 0.4434, loss_cls: 8.6874, loss: 8.6874 2025-08-13 03:45:57,450 - pyskl - INFO - Epoch [16][6400/7492] lr: 4.863e-02, eta: 6 days, 2:12:03, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4319, loss_cls: 8.6563, loss: 8.6563 2025-08-13 03:46:50,204 - pyskl - INFO - Epoch [16][6500/7492] lr: 4.863e-02, eta: 6 days, 2:11:14, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4178, loss_cls: 8.7674, loss: 8.7674 2025-08-13 03:47:43,120 - pyskl - INFO - Epoch [16][6600/7492] lr: 4.863e-02, eta: 6 days, 2:10:27, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2103, top5_acc: 0.4516, loss_cls: 8.6148, loss: 8.6148 2025-08-13 03:48:35,813 - pyskl - INFO - Epoch [16][6700/7492] lr: 4.863e-02, eta: 6 days, 2:09:37, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2059, top5_acc: 0.4338, loss_cls: 8.7271, loss: 8.7271 2025-08-13 03:49:28,534 - pyskl - INFO - Epoch [16][6800/7492] lr: 4.863e-02, eta: 6 days, 2:08:47, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2184, top5_acc: 0.4419, loss_cls: 8.6429, loss: 8.6429 2025-08-13 03:50:21,178 - pyskl - INFO - Epoch [16][6900/7492] lr: 4.862e-02, eta: 6 days, 2:07:57, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2162, top5_acc: 0.4328, loss_cls: 8.6262, loss: 8.6262 2025-08-13 03:51:13,751 - pyskl - INFO - Epoch [16][7000/7492] lr: 4.862e-02, eta: 6 days, 2:07:07, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2066, top5_acc: 0.4387, loss_cls: 8.6648, loss: 8.6648 2025-08-13 03:52:06,098 - pyskl - INFO - Epoch [16][7100/7492] lr: 4.862e-02, eta: 6 days, 2:06:14, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1950, top5_acc: 0.4387, loss_cls: 8.6922, loss: 8.6922 2025-08-13 03:52:58,686 - pyskl - INFO - Epoch [16][7200/7492] lr: 4.862e-02, eta: 6 days, 2:05:24, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1969, top5_acc: 0.4325, loss_cls: 8.7110, loss: 8.7110 2025-08-13 03:53:51,454 - pyskl - INFO - Epoch [16][7300/7492] lr: 4.861e-02, eta: 6 days, 2:04:35, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2100, top5_acc: 0.4506, loss_cls: 8.6442, loss: 8.6442 2025-08-13 03:54:44,369 - pyskl - INFO - Epoch [16][7400/7492] lr: 4.861e-02, eta: 6 days, 2:03:47, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2059, top5_acc: 0.4431, loss_cls: 8.7170, loss: 8.7170 2025-08-13 03:55:34,086 - pyskl - INFO - Saving checkpoint at 16 epochs 2025-08-13 03:56:28,525 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 03:56:29,273 - pyskl - INFO - top1_acc 0.1557 top5_acc 0.3628 2025-08-13 03:56:29,274 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 03:56:29,318 - pyskl - INFO - mean_acc 0.1557 2025-08-13 03:56:29,331 - pyskl - INFO - Epoch(val) [16][617] top1_acc: 0.1557, top5_acc: 0.3628, mean_class_accuracy: 0.1557 2025-08-13 03:57:51,008 - pyskl - INFO - Epoch [17][100/7492] lr: 4.861e-02, eta: 6 days, 1:59:28, time: 0.817, data_time: 0.292, memory: 13024, top1_acc: 0.2031, top5_acc: 0.4450, loss_cls: 8.6390, loss: 8.6390 2025-08-13 03:58:43,424 - pyskl - INFO - Epoch [17][200/7492] lr: 4.860e-02, eta: 6 days, 1:58:36, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4394, loss_cls: 8.6117, loss: 8.6117 2025-08-13 03:59:35,672 - pyskl - INFO - Epoch [17][300/7492] lr: 4.860e-02, eta: 6 days, 1:57:43, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2159, top5_acc: 0.4331, loss_cls: 8.6096, loss: 8.6096 2025-08-13 04:00:27,552 - pyskl - INFO - Epoch [17][400/7492] lr: 4.860e-02, eta: 6 days, 1:56:47, time: 0.519, data_time: 0.000, memory: 13024, top1_acc: 0.1878, top5_acc: 0.4353, loss_cls: 8.6757, loss: 8.6757 2025-08-13 04:01:19,584 - pyskl - INFO - Epoch [17][500/7492] lr: 4.860e-02, eta: 6 days, 1:55:52, time: 0.520, data_time: 0.000, memory: 13024, top1_acc: 0.2166, top5_acc: 0.4425, loss_cls: 8.6199, loss: 8.6199 2025-08-13 04:02:11,675 - pyskl - INFO - Epoch [17][600/7492] lr: 4.860e-02, eta: 6 days, 1:54:57, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2013, top5_acc: 0.4381, loss_cls: 8.7441, loss: 8.7441 2025-08-13 04:03:04,072 - pyskl - INFO - Epoch [17][700/7492] lr: 4.859e-02, eta: 6 days, 1:54:05, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2025, top5_acc: 0.4322, loss_cls: 8.6630, loss: 8.6630 2025-08-13 04:03:56,309 - pyskl - INFO - Epoch [17][800/7492] lr: 4.859e-02, eta: 6 days, 1:53:12, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2125, top5_acc: 0.4384, loss_cls: 8.6281, loss: 8.6281 2025-08-13 04:04:48,543 - pyskl - INFO - Epoch [17][900/7492] lr: 4.859e-02, eta: 6 days, 1:52:18, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4450, loss_cls: 8.7602, loss: 8.7602 2025-08-13 04:05:41,258 - pyskl - INFO - Epoch [17][1000/7492] lr: 4.859e-02, eta: 6 days, 1:51:29, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2234, top5_acc: 0.4581, loss_cls: 8.5914, loss: 8.5914 2025-08-13 04:06:33,636 - pyskl - INFO - Epoch [17][1100/7492] lr: 4.858e-02, eta: 6 days, 1:50:37, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2109, top5_acc: 0.4366, loss_cls: 8.7351, loss: 8.7351 2025-08-13 04:07:26,149 - pyskl - INFO - Epoch [17][1200/7492] lr: 4.858e-02, eta: 6 days, 1:49:46, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4400, loss_cls: 8.7090, loss: 8.7090 2025-08-13 04:08:18,540 - pyskl - INFO - Epoch [17][1300/7492] lr: 4.858e-02, eta: 6 days, 1:48:54, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1991, top5_acc: 0.4338, loss_cls: 8.6755, loss: 8.6755 2025-08-13 04:09:11,075 - pyskl - INFO - Epoch [17][1400/7492] lr: 4.858e-02, eta: 6 days, 1:48:03, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2206, top5_acc: 0.4497, loss_cls: 8.6155, loss: 8.6155 2025-08-13 04:10:03,673 - pyskl - INFO - Epoch [17][1500/7492] lr: 4.857e-02, eta: 6 days, 1:47:12, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2081, top5_acc: 0.4441, loss_cls: 8.6082, loss: 8.6082 2025-08-13 04:10:56,194 - pyskl - INFO - Epoch [17][1600/7492] lr: 4.857e-02, eta: 6 days, 1:46:21, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2044, top5_acc: 0.4200, loss_cls: 8.7949, loss: 8.7949 2025-08-13 04:11:48,550 - pyskl - INFO - Epoch [17][1700/7492] lr: 4.857e-02, eta: 6 days, 1:45:29, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2206, top5_acc: 0.4450, loss_cls: 8.5998, loss: 8.5998 2025-08-13 04:12:41,096 - pyskl - INFO - Epoch [17][1800/7492] lr: 4.857e-02, eta: 6 days, 1:44:38, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2122, top5_acc: 0.4528, loss_cls: 8.5790, loss: 8.5790 2025-08-13 04:13:34,061 - pyskl - INFO - Epoch [17][1900/7492] lr: 4.857e-02, eta: 6 days, 1:43:51, time: 0.530, data_time: 0.000, memory: 13024, top1_acc: 0.2178, top5_acc: 0.4572, loss_cls: 8.5800, loss: 8.5800 2025-08-13 04:14:26,658 - pyskl - INFO - Epoch [17][2000/7492] lr: 4.856e-02, eta: 6 days, 1:43:00, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2159, top5_acc: 0.4400, loss_cls: 8.6623, loss: 8.6623 2025-08-13 04:15:19,359 - pyskl - INFO - Epoch [17][2100/7492] lr: 4.856e-02, eta: 6 days, 1:42:11, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2112, top5_acc: 0.4431, loss_cls: 8.5550, loss: 8.5550 2025-08-13 04:16:11,938 - pyskl - INFO - Epoch [17][2200/7492] lr: 4.856e-02, eta: 6 days, 1:41:20, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2050, top5_acc: 0.4338, loss_cls: 8.5798, loss: 8.5798 2025-08-13 04:17:04,498 - pyskl - INFO - Epoch [17][2300/7492] lr: 4.856e-02, eta: 6 days, 1:40:30, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2094, top5_acc: 0.4387, loss_cls: 8.6596, loss: 8.6596 2025-08-13 04:17:57,007 - pyskl - INFO - Epoch [17][2400/7492] lr: 4.855e-02, eta: 6 days, 1:39:39, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2087, top5_acc: 0.4278, loss_cls: 8.7309, loss: 8.7309 2025-08-13 04:18:49,584 - pyskl - INFO - Epoch [17][2500/7492] lr: 4.855e-02, eta: 6 days, 1:38:48, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2119, top5_acc: 0.4331, loss_cls: 8.6230, loss: 8.6230 2025-08-13 04:19:42,178 - pyskl - INFO - Epoch [17][2600/7492] lr: 4.855e-02, eta: 6 days, 1:37:58, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4372, loss_cls: 8.7288, loss: 8.7288 2025-08-13 04:20:34,927 - pyskl - INFO - Epoch [17][2700/7492] lr: 4.855e-02, eta: 6 days, 1:37:08, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2059, top5_acc: 0.4437, loss_cls: 8.5915, loss: 8.5915 2025-08-13 04:21:27,470 - pyskl - INFO - Epoch [17][2800/7492] lr: 4.854e-02, eta: 6 days, 1:36:18, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4353, loss_cls: 8.7003, loss: 8.7003 2025-08-13 04:22:19,934 - pyskl - INFO - Epoch [17][2900/7492] lr: 4.854e-02, eta: 6 days, 1:35:26, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4284, loss_cls: 8.6066, loss: 8.6066 2025-08-13 04:23:12,644 - pyskl - INFO - Epoch [17][3000/7492] lr: 4.854e-02, eta: 6 days, 1:34:37, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2062, top5_acc: 0.4209, loss_cls: 8.7726, loss: 8.7726 2025-08-13 04:24:04,845 - pyskl - INFO - Epoch [17][3100/7492] lr: 4.854e-02, eta: 6 days, 1:33:43, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4331, loss_cls: 8.7083, loss: 8.7083 2025-08-13 04:24:57,540 - pyskl - INFO - Epoch [17][3200/7492] lr: 4.853e-02, eta: 6 days, 1:32:53, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1991, top5_acc: 0.4391, loss_cls: 8.6710, loss: 8.6710 2025-08-13 04:25:49,540 - pyskl - INFO - Epoch [17][3300/7492] lr: 4.853e-02, eta: 6 days, 1:31:58, time: 0.520, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4437, loss_cls: 8.6161, loss: 8.6161 2025-08-13 04:26:42,444 - pyskl - INFO - Epoch [17][3400/7492] lr: 4.853e-02, eta: 6 days, 1:31:10, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2056, top5_acc: 0.4313, loss_cls: 8.7000, loss: 8.7000 2025-08-13 04:27:34,725 - pyskl - INFO - Epoch [17][3500/7492] lr: 4.853e-02, eta: 6 days, 1:30:17, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2066, top5_acc: 0.4275, loss_cls: 8.7988, loss: 8.7988 2025-08-13 04:28:26,843 - pyskl - INFO - Epoch [17][3600/7492] lr: 4.853e-02, eta: 6 days, 1:29:23, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4369, loss_cls: 8.6706, loss: 8.6706 2025-08-13 04:29:19,188 - pyskl - INFO - Epoch [17][3700/7492] lr: 4.852e-02, eta: 6 days, 1:28:30, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2109, top5_acc: 0.4328, loss_cls: 8.7025, loss: 8.7025 2025-08-13 04:30:11,724 - pyskl - INFO - Epoch [17][3800/7492] lr: 4.852e-02, eta: 6 days, 1:27:39, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1975, top5_acc: 0.4263, loss_cls: 8.6336, loss: 8.6336 2025-08-13 04:31:04,325 - pyskl - INFO - Epoch [17][3900/7492] lr: 4.852e-02, eta: 6 days, 1:26:49, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4231, loss_cls: 8.7736, loss: 8.7736 2025-08-13 04:31:56,763 - pyskl - INFO - Epoch [17][4000/7492] lr: 4.852e-02, eta: 6 days, 1:25:57, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4384, loss_cls: 8.6932, loss: 8.6932 2025-08-13 04:32:49,545 - pyskl - INFO - Epoch [17][4100/7492] lr: 4.851e-02, eta: 6 days, 1:25:08, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.1997, top5_acc: 0.4338, loss_cls: 8.7381, loss: 8.7381 2025-08-13 04:33:41,844 - pyskl - INFO - Epoch [17][4200/7492] lr: 4.851e-02, eta: 6 days, 1:24:15, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2147, top5_acc: 0.4569, loss_cls: 8.5831, loss: 8.5831 2025-08-13 04:34:34,687 - pyskl - INFO - Epoch [17][4300/7492] lr: 4.851e-02, eta: 6 days, 1:23:27, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2131, top5_acc: 0.4344, loss_cls: 8.6441, loss: 8.6441 2025-08-13 04:35:27,237 - pyskl - INFO - Epoch [17][4400/7492] lr: 4.851e-02, eta: 6 days, 1:22:36, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4397, loss_cls: 8.6141, loss: 8.6141 2025-08-13 04:36:19,600 - pyskl - INFO - Epoch [17][4500/7492] lr: 4.850e-02, eta: 6 days, 1:21:44, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2056, top5_acc: 0.4369, loss_cls: 8.7034, loss: 8.7034 2025-08-13 04:37:12,013 - pyskl - INFO - Epoch [17][4600/7492] lr: 4.850e-02, eta: 6 days, 1:20:52, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2175, top5_acc: 0.4278, loss_cls: 8.6912, loss: 8.6912 2025-08-13 04:38:04,418 - pyskl - INFO - Epoch [17][4700/7492] lr: 4.850e-02, eta: 6 days, 1:20:00, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4441, loss_cls: 8.6628, loss: 8.6628 2025-08-13 04:38:56,769 - pyskl - INFO - Epoch [17][4800/7492] lr: 4.850e-02, eta: 6 days, 1:19:07, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2097, top5_acc: 0.4434, loss_cls: 8.6768, loss: 8.6768 2025-08-13 04:39:49,220 - pyskl - INFO - Epoch [17][4900/7492] lr: 4.849e-02, eta: 6 days, 1:18:16, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4322, loss_cls: 8.7628, loss: 8.7628 2025-08-13 04:40:41,528 - pyskl - INFO - Epoch [17][5000/7492] lr: 4.849e-02, eta: 6 days, 1:17:23, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2059, top5_acc: 0.4200, loss_cls: 8.7626, loss: 8.7626 2025-08-13 04:41:33,895 - pyskl - INFO - Epoch [17][5100/7492] lr: 4.849e-02, eta: 6 days, 1:16:31, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2044, top5_acc: 0.4391, loss_cls: 8.6813, loss: 8.6813 2025-08-13 04:42:26,479 - pyskl - INFO - Epoch [17][5200/7492] lr: 4.849e-02, eta: 6 days, 1:15:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1978, top5_acc: 0.4363, loss_cls: 8.7105, loss: 8.7105 2025-08-13 04:43:19,251 - pyskl - INFO - Epoch [17][5300/7492] lr: 4.849e-02, eta: 6 days, 1:14:51, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2106, top5_acc: 0.4400, loss_cls: 8.7204, loss: 8.7204 2025-08-13 04:44:11,573 - pyskl - INFO - Epoch [17][5400/7492] lr: 4.848e-02, eta: 6 days, 1:13:58, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2075, top5_acc: 0.4406, loss_cls: 8.7237, loss: 8.7237 2025-08-13 04:45:04,125 - pyskl - INFO - Epoch [17][5500/7492] lr: 4.848e-02, eta: 6 days, 1:13:07, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2128, top5_acc: 0.4434, loss_cls: 8.6854, loss: 8.6854 2025-08-13 04:45:56,676 - pyskl - INFO - Epoch [17][5600/7492] lr: 4.848e-02, eta: 6 days, 1:12:16, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2003, top5_acc: 0.4306, loss_cls: 8.7381, loss: 8.7381 2025-08-13 04:46:49,099 - pyskl - INFO - Epoch [17][5700/7492] lr: 4.848e-02, eta: 6 days, 1:11:25, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2159, top5_acc: 0.4447, loss_cls: 8.5883, loss: 8.5883 2025-08-13 04:47:41,531 - pyskl - INFO - Epoch [17][5800/7492] lr: 4.847e-02, eta: 6 days, 1:10:33, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2206, top5_acc: 0.4544, loss_cls: 8.5268, loss: 8.5268 2025-08-13 04:48:33,722 - pyskl - INFO - Epoch [17][5900/7492] lr: 4.847e-02, eta: 6 days, 1:09:39, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2062, top5_acc: 0.4481, loss_cls: 8.5627, loss: 8.5627 2025-08-13 04:49:26,244 - pyskl - INFO - Epoch [17][6000/7492] lr: 4.847e-02, eta: 6 days, 1:08:48, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.1931, top5_acc: 0.4209, loss_cls: 8.7127, loss: 8.7127 2025-08-13 04:50:18,811 - pyskl - INFO - Epoch [17][6100/7492] lr: 4.847e-02, eta: 6 days, 1:07:57, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1963, top5_acc: 0.4400, loss_cls: 8.6533, loss: 8.6533 2025-08-13 04:51:11,725 - pyskl - INFO - Epoch [17][6200/7492] lr: 4.846e-02, eta: 6 days, 1:07:09, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2119, top5_acc: 0.4569, loss_cls: 8.6443, loss: 8.6443 2025-08-13 04:52:04,564 - pyskl - INFO - Epoch [17][6300/7492] lr: 4.846e-02, eta: 6 days, 1:06:21, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2087, top5_acc: 0.4372, loss_cls: 8.6528, loss: 8.6528 2025-08-13 04:52:57,198 - pyskl - INFO - Epoch [17][6400/7492] lr: 4.846e-02, eta: 6 days, 1:05:30, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2047, top5_acc: 0.4466, loss_cls: 8.6377, loss: 8.6377 2025-08-13 04:53:49,823 - pyskl - INFO - Epoch [17][6500/7492] lr: 4.846e-02, eta: 6 days, 1:04:40, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2106, top5_acc: 0.4450, loss_cls: 8.6341, loss: 8.6341 2025-08-13 04:54:42,432 - pyskl - INFO - Epoch [17][6600/7492] lr: 4.845e-02, eta: 6 days, 1:03:50, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2106, top5_acc: 0.4369, loss_cls: 8.6860, loss: 8.6860 2025-08-13 04:55:35,188 - pyskl - INFO - Epoch [17][6700/7492] lr: 4.845e-02, eta: 6 days, 1:03:00, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2091, top5_acc: 0.4453, loss_cls: 8.6128, loss: 8.6128 2025-08-13 04:56:27,917 - pyskl - INFO - Epoch [17][6800/7492] lr: 4.845e-02, eta: 6 days, 1:02:11, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1991, top5_acc: 0.4322, loss_cls: 8.7538, loss: 8.7538 2025-08-13 04:57:20,571 - pyskl - INFO - Epoch [17][6900/7492] lr: 4.845e-02, eta: 6 days, 1:01:21, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2122, top5_acc: 0.4387, loss_cls: 8.7368, loss: 8.7368 2025-08-13 04:58:13,157 - pyskl - INFO - Epoch [17][7000/7492] lr: 4.844e-02, eta: 6 days, 1:00:30, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2062, top5_acc: 0.4341, loss_cls: 8.6754, loss: 8.6754 2025-08-13 04:59:05,712 - pyskl - INFO - Epoch [17][7100/7492] lr: 4.844e-02, eta: 6 days, 0:59:39, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4409, loss_cls: 8.6745, loss: 8.6745 2025-08-13 04:59:58,439 - pyskl - INFO - Epoch [17][7200/7492] lr: 4.844e-02, eta: 6 days, 0:58:50, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2100, top5_acc: 0.4300, loss_cls: 8.7541, loss: 8.7541 2025-08-13 05:00:50,924 - pyskl - INFO - Epoch [17][7300/7492] lr: 4.844e-02, eta: 6 days, 0:57:58, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4434, loss_cls: 8.6435, loss: 8.6435 2025-08-13 05:01:43,578 - pyskl - INFO - Epoch [17][7400/7492] lr: 4.843e-02, eta: 6 days, 0:57:08, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4363, loss_cls: 8.6218, loss: 8.6218 2025-08-13 05:02:32,579 - pyskl - INFO - Saving checkpoint at 17 epochs 2025-08-13 05:03:27,998 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 05:03:28,754 - pyskl - INFO - top1_acc 0.1610 top5_acc 0.3694 2025-08-13 05:03:28,754 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 05:03:28,797 - pyskl - INFO - mean_acc 0.1606 2025-08-13 05:03:28,810 - pyskl - INFO - Epoch(val) [17][617] top1_acc: 0.1610, top5_acc: 0.3694, mean_class_accuracy: 0.1606 2025-08-13 05:04:50,545 - pyskl - INFO - Epoch [18][100/7492] lr: 4.843e-02, eta: 6 days, 0:53:01, time: 0.817, data_time: 0.293, memory: 13024, top1_acc: 0.2159, top5_acc: 0.4419, loss_cls: 8.6558, loss: 8.6558 2025-08-13 05:05:42,749 - pyskl - INFO - Epoch [18][200/7492] lr: 4.843e-02, eta: 6 days, 0:52:07, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2200, top5_acc: 0.4491, loss_cls: 8.6251, loss: 8.6251 2025-08-13 05:06:35,028 - pyskl - INFO - Epoch [18][300/7492] lr: 4.842e-02, eta: 6 days, 0:51:14, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2213, top5_acc: 0.4522, loss_cls: 8.5739, loss: 8.5739 2025-08-13 05:07:27,845 - pyskl - INFO - Epoch [18][400/7492] lr: 4.842e-02, eta: 6 days, 0:50:26, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2162, top5_acc: 0.4466, loss_cls: 8.6228, loss: 8.6228 2025-08-13 05:08:20,280 - pyskl - INFO - Epoch [18][500/7492] lr: 4.842e-02, eta: 6 days, 0:49:34, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2044, top5_acc: 0.4431, loss_cls: 8.7084, loss: 8.7084 2025-08-13 05:09:12,857 - pyskl - INFO - Epoch [18][600/7492] lr: 4.842e-02, eta: 6 days, 0:48:43, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2153, top5_acc: 0.4412, loss_cls: 8.5486, loss: 8.5486 2025-08-13 05:10:04,953 - pyskl - INFO - Epoch [18][700/7492] lr: 4.841e-02, eta: 6 days, 0:47:49, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.2184, top5_acc: 0.4428, loss_cls: 8.6199, loss: 8.6199 2025-08-13 05:10:57,651 - pyskl - INFO - Epoch [18][800/7492] lr: 4.841e-02, eta: 6 days, 0:46:59, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2159, top5_acc: 0.4356, loss_cls: 8.6661, loss: 8.6661 2025-08-13 05:11:50,050 - pyskl - INFO - Epoch [18][900/7492] lr: 4.841e-02, eta: 6 days, 0:46:07, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2225, top5_acc: 0.4459, loss_cls: 8.5440, loss: 8.5440 2025-08-13 05:12:42,383 - pyskl - INFO - Epoch [18][1000/7492] lr: 4.841e-02, eta: 6 days, 0:45:15, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4491, loss_cls: 8.6767, loss: 8.6767 2025-08-13 05:13:34,867 - pyskl - INFO - Epoch [18][1100/7492] lr: 4.841e-02, eta: 6 days, 0:44:24, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2141, top5_acc: 0.4325, loss_cls: 8.6734, loss: 8.6734 2025-08-13 05:14:27,280 - pyskl - INFO - Epoch [18][1200/7492] lr: 4.840e-02, eta: 6 days, 0:43:32, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2100, top5_acc: 0.4450, loss_cls: 8.6470, loss: 8.6470 2025-08-13 05:15:19,853 - pyskl - INFO - Epoch [18][1300/7492] lr: 4.840e-02, eta: 6 days, 0:42:41, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1938, top5_acc: 0.4259, loss_cls: 8.6940, loss: 8.6940 2025-08-13 05:16:12,329 - pyskl - INFO - Epoch [18][1400/7492] lr: 4.840e-02, eta: 6 days, 0:41:50, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2156, top5_acc: 0.4512, loss_cls: 8.6044, loss: 8.6044 2025-08-13 05:17:04,706 - pyskl - INFO - Epoch [18][1500/7492] lr: 4.840e-02, eta: 6 days, 0:40:58, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2087, top5_acc: 0.4325, loss_cls: 8.7579, loss: 8.7579 2025-08-13 05:17:57,535 - pyskl - INFO - Epoch [18][1600/7492] lr: 4.839e-02, eta: 6 days, 0:40:09, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2028, top5_acc: 0.4487, loss_cls: 8.6005, loss: 8.6005 2025-08-13 05:18:49,764 - pyskl - INFO - Epoch [18][1700/7492] lr: 4.839e-02, eta: 6 days, 0:39:16, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2131, top5_acc: 0.4472, loss_cls: 8.6401, loss: 8.6401 2025-08-13 05:19:42,186 - pyskl - INFO - Epoch [18][1800/7492] lr: 4.839e-02, eta: 6 days, 0:38:24, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2112, top5_acc: 0.4238, loss_cls: 8.7279, loss: 8.7279 2025-08-13 05:20:34,978 - pyskl - INFO - Epoch [18][1900/7492] lr: 4.839e-02, eta: 6 days, 0:37:35, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2059, top5_acc: 0.4306, loss_cls: 8.7277, loss: 8.7277 2025-08-13 05:21:27,474 - pyskl - INFO - Epoch [18][2000/7492] lr: 4.838e-02, eta: 6 days, 0:36:44, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2119, top5_acc: 0.4434, loss_cls: 8.5635, loss: 8.5635 2025-08-13 05:22:19,994 - pyskl - INFO - Epoch [18][2100/7492] lr: 4.838e-02, eta: 6 days, 0:35:52, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2188, top5_acc: 0.4456, loss_cls: 8.6289, loss: 8.6289 2025-08-13 05:23:12,714 - pyskl - INFO - Epoch [18][2200/7492] lr: 4.838e-02, eta: 6 days, 0:35:03, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2053, top5_acc: 0.4375, loss_cls: 8.7255, loss: 8.7255 2025-08-13 05:24:05,108 - pyskl - INFO - Epoch [18][2300/7492] lr: 4.838e-02, eta: 6 days, 0:34:11, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2044, top5_acc: 0.4469, loss_cls: 8.6604, loss: 8.6604 2025-08-13 05:24:57,595 - pyskl - INFO - Epoch [18][2400/7492] lr: 4.837e-02, eta: 6 days, 0:33:20, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2100, top5_acc: 0.4409, loss_cls: 8.6356, loss: 8.6356 2025-08-13 05:25:50,521 - pyskl - INFO - Epoch [18][2500/7492] lr: 4.837e-02, eta: 6 days, 0:32:32, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2141, top5_acc: 0.4441, loss_cls: 8.5673, loss: 8.5673 2025-08-13 05:26:43,019 - pyskl - INFO - Epoch [18][2600/7492] lr: 4.837e-02, eta: 6 days, 0:31:40, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4384, loss_cls: 8.6324, loss: 8.6324 2025-08-13 05:27:35,250 - pyskl - INFO - Epoch [18][2700/7492] lr: 4.837e-02, eta: 6 days, 0:30:47, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.1959, top5_acc: 0.4197, loss_cls: 8.7294, loss: 8.7294 2025-08-13 05:28:27,569 - pyskl - INFO - Epoch [18][2800/7492] lr: 4.836e-02, eta: 6 days, 0:29:54, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2094, top5_acc: 0.4363, loss_cls: 8.6732, loss: 8.6732 2025-08-13 05:29:20,253 - pyskl - INFO - Epoch [18][2900/7492] lr: 4.836e-02, eta: 6 days, 0:29:05, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2066, top5_acc: 0.4363, loss_cls: 8.6662, loss: 8.6662 2025-08-13 05:30:12,697 - pyskl - INFO - Epoch [18][3000/7492] lr: 4.836e-02, eta: 6 days, 0:28:13, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2000, top5_acc: 0.4175, loss_cls: 8.7157, loss: 8.7157 2025-08-13 05:31:05,217 - pyskl - INFO - Epoch [18][3100/7492] lr: 4.836e-02, eta: 6 days, 0:27:22, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2078, top5_acc: 0.4394, loss_cls: 8.6439, loss: 8.6439 2025-08-13 05:31:57,804 - pyskl - INFO - Epoch [18][3200/7492] lr: 4.835e-02, eta: 6 days, 0:26:31, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2122, top5_acc: 0.4462, loss_cls: 8.6536, loss: 8.6536 2025-08-13 05:32:50,122 - pyskl - INFO - Epoch [18][3300/7492] lr: 4.835e-02, eta: 6 days, 0:25:39, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1994, top5_acc: 0.4366, loss_cls: 8.6974, loss: 8.6974 2025-08-13 05:33:42,420 - pyskl - INFO - Epoch [18][3400/7492] lr: 4.835e-02, eta: 6 days, 0:24:46, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2153, top5_acc: 0.4375, loss_cls: 8.6670, loss: 8.6670 2025-08-13 05:34:34,925 - pyskl - INFO - Epoch [18][3500/7492] lr: 4.835e-02, eta: 6 days, 0:23:55, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2037, top5_acc: 0.4428, loss_cls: 8.7430, loss: 8.7430 2025-08-13 05:35:27,420 - pyskl - INFO - Epoch [18][3600/7492] lr: 4.834e-02, eta: 6 days, 0:23:03, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2094, top5_acc: 0.4344, loss_cls: 8.6978, loss: 8.6978 2025-08-13 05:36:19,928 - pyskl - INFO - Epoch [18][3700/7492] lr: 4.834e-02, eta: 6 days, 0:22:12, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2172, top5_acc: 0.4384, loss_cls: 8.6530, loss: 8.6530 2025-08-13 05:37:12,578 - pyskl - INFO - Epoch [18][3800/7492] lr: 4.834e-02, eta: 6 days, 0:21:22, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2213, top5_acc: 0.4469, loss_cls: 8.5825, loss: 8.5825 2025-08-13 05:38:05,120 - pyskl - INFO - Epoch [18][3900/7492] lr: 4.834e-02, eta: 6 days, 0:20:31, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2072, top5_acc: 0.4422, loss_cls: 8.6883, loss: 8.6883 2025-08-13 05:38:57,736 - pyskl - INFO - Epoch [18][4000/7492] lr: 4.833e-02, eta: 6 days, 0:19:41, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2037, top5_acc: 0.4303, loss_cls: 8.7102, loss: 8.7102 2025-08-13 05:39:50,329 - pyskl - INFO - Epoch [18][4100/7492] lr: 4.833e-02, eta: 6 days, 0:18:50, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2066, top5_acc: 0.4400, loss_cls: 8.6699, loss: 8.6699 2025-08-13 05:40:43,026 - pyskl - INFO - Epoch [18][4200/7492] lr: 4.833e-02, eta: 6 days, 0:18:00, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2106, top5_acc: 0.4456, loss_cls: 8.6412, loss: 8.6412 2025-08-13 05:41:35,478 - pyskl - INFO - Epoch [18][4300/7492] lr: 4.833e-02, eta: 6 days, 0:17:09, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4325, loss_cls: 8.6638, loss: 8.6638 2025-08-13 05:42:27,608 - pyskl - INFO - Epoch [18][4400/7492] lr: 4.832e-02, eta: 6 days, 0:16:15, time: 0.521, data_time: 0.000, memory: 13024, top1_acc: 0.1900, top5_acc: 0.4278, loss_cls: 8.7556, loss: 8.7556 2025-08-13 05:43:20,231 - pyskl - INFO - Epoch [18][4500/7492] lr: 4.832e-02, eta: 6 days, 0:15:24, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2091, top5_acc: 0.4500, loss_cls: 8.6327, loss: 8.6327 2025-08-13 05:44:12,856 - pyskl - INFO - Epoch [18][4600/7492] lr: 4.832e-02, eta: 6 days, 0:14:34, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2109, top5_acc: 0.4394, loss_cls: 8.6085, loss: 8.6085 2025-08-13 05:45:05,251 - pyskl - INFO - Epoch [18][4700/7492] lr: 4.832e-02, eta: 6 days, 0:13:42, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2031, top5_acc: 0.4444, loss_cls: 8.6693, loss: 8.6693 2025-08-13 05:45:57,647 - pyskl - INFO - Epoch [18][4800/7492] lr: 4.831e-02, eta: 6 days, 0:12:50, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2094, top5_acc: 0.4547, loss_cls: 8.6578, loss: 8.6578 2025-08-13 05:46:49,852 - pyskl - INFO - Epoch [18][4900/7492] lr: 4.831e-02, eta: 6 days, 0:11:56, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2100, top5_acc: 0.4406, loss_cls: 8.6347, loss: 8.6347 2025-08-13 05:47:42,092 - pyskl - INFO - Epoch [18][5000/7492] lr: 4.831e-02, eta: 6 days, 0:11:03, time: 0.522, data_time: 0.000, memory: 13024, top1_acc: 0.2084, top5_acc: 0.4475, loss_cls: 8.6405, loss: 8.6405 2025-08-13 05:48:34,091 - pyskl - INFO - Epoch [18][5100/7492] lr: 4.831e-02, eta: 6 days, 0:10:08, time: 0.520, data_time: 0.000, memory: 13024, top1_acc: 0.2031, top5_acc: 0.4266, loss_cls: 8.7017, loss: 8.7017 2025-08-13 05:49:26,790 - pyskl - INFO - Epoch [18][5200/7492] lr: 4.830e-02, eta: 6 days, 0:09:18, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2128, top5_acc: 0.4425, loss_cls: 8.6220, loss: 8.6220 2025-08-13 05:50:19,327 - pyskl - INFO - Epoch [18][5300/7492] lr: 4.830e-02, eta: 6 days, 0:08:27, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2122, top5_acc: 0.4422, loss_cls: 8.6436, loss: 8.6436 2025-08-13 05:51:11,828 - pyskl - INFO - Epoch [18][5400/7492] lr: 4.830e-02, eta: 6 days, 0:07:36, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2016, top5_acc: 0.4466, loss_cls: 8.6256, loss: 8.6256 2025-08-13 05:52:04,405 - pyskl - INFO - Epoch [18][5500/7492] lr: 4.830e-02, eta: 6 days, 0:06:45, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2137, top5_acc: 0.4478, loss_cls: 8.6145, loss: 8.6145 2025-08-13 05:52:57,102 - pyskl - INFO - Epoch [18][5600/7492] lr: 4.829e-02, eta: 6 days, 0:05:56, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2134, top5_acc: 0.4409, loss_cls: 8.6408, loss: 8.6408 2025-08-13 05:53:49,559 - pyskl - INFO - Epoch [18][5700/7492] lr: 4.829e-02, eta: 6 days, 0:05:04, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2153, top5_acc: 0.4534, loss_cls: 8.6390, loss: 8.6390 2025-08-13 05:54:42,072 - pyskl - INFO - Epoch [18][5800/7492] lr: 4.829e-02, eta: 6 days, 0:04:13, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2219, top5_acc: 0.4581, loss_cls: 8.5043, loss: 8.5043 2025-08-13 05:55:34,672 - pyskl - INFO - Epoch [18][5900/7492] lr: 4.829e-02, eta: 6 days, 0:03:22, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.1997, top5_acc: 0.4269, loss_cls: 8.7812, loss: 8.7812 2025-08-13 05:56:26,967 - pyskl - INFO - Epoch [18][6000/7492] lr: 4.828e-02, eta: 6 days, 0:02:30, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.2169, top5_acc: 0.4466, loss_cls: 8.6405, loss: 8.6405 2025-08-13 05:57:19,276 - pyskl - INFO - Epoch [18][6100/7492] lr: 4.828e-02, eta: 6 days, 0:01:37, time: 0.523, data_time: 0.000, memory: 13024, top1_acc: 0.1997, top5_acc: 0.4244, loss_cls: 8.7375, loss: 8.7375 2025-08-13 05:58:11,676 - pyskl - INFO - Epoch [18][6200/7492] lr: 4.828e-02, eta: 6 days, 0:00:45, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2069, top5_acc: 0.4353, loss_cls: 8.6847, loss: 8.6847 2025-08-13 05:59:04,398 - pyskl - INFO - Epoch [18][6300/7492] lr: 4.827e-02, eta: 5 days, 23:59:55, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.1941, top5_acc: 0.4244, loss_cls: 8.7645, loss: 8.7645 2025-08-13 05:59:57,038 - pyskl - INFO - Epoch [18][6400/7492] lr: 4.827e-02, eta: 5 days, 23:59:05, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2147, top5_acc: 0.4375, loss_cls: 8.6800, loss: 8.6800 2025-08-13 06:00:49,729 - pyskl - INFO - Epoch [18][6500/7492] lr: 4.827e-02, eta: 5 days, 23:58:15, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2037, top5_acc: 0.4338, loss_cls: 8.7083, loss: 8.7083 2025-08-13 06:01:42,322 - pyskl - INFO - Epoch [18][6600/7492] lr: 4.827e-02, eta: 5 days, 23:57:24, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2022, top5_acc: 0.4375, loss_cls: 8.7379, loss: 8.7379 2025-08-13 06:02:34,727 - pyskl - INFO - Epoch [18][6700/7492] lr: 4.826e-02, eta: 5 days, 23:56:32, time: 0.524, data_time: 0.000, memory: 13024, top1_acc: 0.2128, top5_acc: 0.4453, loss_cls: 8.6028, loss: 8.6028 2025-08-13 06:03:27,390 - pyskl - INFO - Epoch [18][6800/7492] lr: 4.826e-02, eta: 5 days, 23:55:42, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2041, top5_acc: 0.4356, loss_cls: 8.6992, loss: 8.6992 2025-08-13 06:04:19,955 - pyskl - INFO - Epoch [18][6900/7492] lr: 4.826e-02, eta: 5 days, 23:54:51, time: 0.526, data_time: 0.000, memory: 13024, top1_acc: 0.2150, top5_acc: 0.4469, loss_cls: 8.6294, loss: 8.6294 2025-08-13 06:05:12,442 - pyskl - INFO - Epoch [18][7000/7492] lr: 4.826e-02, eta: 5 days, 23:54:00, time: 0.525, data_time: 0.000, memory: 13024, top1_acc: 0.2006, top5_acc: 0.4347, loss_cls: 8.7136, loss: 8.7136 2025-08-13 06:06:05,295 - pyskl - INFO - Epoch [18][7100/7492] lr: 4.825e-02, eta: 5 days, 23:53:11, time: 0.529, data_time: 0.000, memory: 13024, top1_acc: 0.2128, top5_acc: 0.4453, loss_cls: 8.5641, loss: 8.5641 2025-08-13 06:06:58,068 - pyskl - INFO - Epoch [18][7200/7492] lr: 4.825e-02, eta: 5 days, 23:52:22, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2100, top5_acc: 0.4363, loss_cls: 8.7371, loss: 8.7371 2025-08-13 06:07:50,823 - pyskl - INFO - Epoch [18][7300/7492] lr: 4.825e-02, eta: 5 days, 23:51:33, time: 0.528, data_time: 0.000, memory: 13024, top1_acc: 0.2019, top5_acc: 0.4469, loss_cls: 8.6727, loss: 8.6727 2025-08-13 06:08:43,486 - pyskl - INFO - Epoch [18][7400/7492] lr: 4.825e-02, eta: 5 days, 23:50:42, time: 0.527, data_time: 0.000, memory: 13024, top1_acc: 0.2175, top5_acc: 0.4363, loss_cls: 8.6541, loss: 8.6541 2025-08-13 06:09:32,850 - pyskl - INFO - Saving checkpoint at 18 epochs 2025-08-13 06:10:27,023 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 06:10:27,760 - pyskl - INFO - top1_acc 0.1650 top5_acc 0.3760 2025-08-13 06:10:27,760 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 06:10:27,799 - pyskl - INFO - mean_acc 0.1649 2025-08-13 06:10:27,821 - pyskl - INFO - Epoch(val) [18][617] top1_acc: 0.1650, top5_acc: 0.3760, mean_class_accuracy: 0.1649 2025-08-13 06:11:49,649 - pyskl - INFO - Epoch [19][100/7492] lr: 4.824e-02, eta: 5 days, 23:46:45, time: 0.818, data_time: 0.294, memory: 13025, top1_acc: 0.2259, top5_acc: 0.4575, loss_cls: 8.5093, loss: 8.5093 2025-08-13 06:12:41,767 - pyskl - INFO - Epoch [19][200/7492] lr: 4.824e-02, eta: 5 days, 23:45:51, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.2209, top5_acc: 0.4453, loss_cls: 8.5819, loss: 8.5819 2025-08-13 06:13:34,140 - pyskl - INFO - Epoch [19][300/7492] lr: 4.824e-02, eta: 5 days, 23:44:59, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.1972, top5_acc: 0.4450, loss_cls: 8.5891, loss: 8.5891 2025-08-13 06:14:26,119 - pyskl - INFO - Epoch [19][400/7492] lr: 4.823e-02, eta: 5 days, 23:44:04, time: 0.520, data_time: 0.000, memory: 13025, top1_acc: 0.2219, top5_acc: 0.4553, loss_cls: 8.5120, loss: 8.5120 2025-08-13 06:15:18,248 - pyskl - INFO - Epoch [19][500/7492] lr: 4.823e-02, eta: 5 days, 23:43:10, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.2044, top5_acc: 0.4403, loss_cls: 8.6424, loss: 8.6424 2025-08-13 06:16:10,613 - pyskl - INFO - Epoch [19][600/7492] lr: 4.823e-02, eta: 5 days, 23:42:18, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2319, top5_acc: 0.4541, loss_cls: 8.5974, loss: 8.5974 2025-08-13 06:17:03,023 - pyskl - INFO - Epoch [19][700/7492] lr: 4.823e-02, eta: 5 days, 23:41:26, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2013, top5_acc: 0.4428, loss_cls: 8.6537, loss: 8.6537 2025-08-13 06:17:55,758 - pyskl - INFO - Epoch [19][800/7492] lr: 4.822e-02, eta: 5 days, 23:40:36, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2056, top5_acc: 0.4403, loss_cls: 8.6027, loss: 8.6027 2025-08-13 06:18:48,173 - pyskl - INFO - Epoch [19][900/7492] lr: 4.822e-02, eta: 5 days, 23:39:44, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2175, top5_acc: 0.4422, loss_cls: 8.6310, loss: 8.6310 2025-08-13 06:19:40,642 - pyskl - INFO - Epoch [19][1000/7492] lr: 4.822e-02, eta: 5 days, 23:38:53, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2075, top5_acc: 0.4491, loss_cls: 8.5599, loss: 8.5599 2025-08-13 06:20:33,029 - pyskl - INFO - Epoch [19][1100/7492] lr: 4.822e-02, eta: 5 days, 23:38:01, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2097, top5_acc: 0.4406, loss_cls: 8.7145, loss: 8.7145 2025-08-13 06:21:25,109 - pyskl - INFO - Epoch [19][1200/7492] lr: 4.821e-02, eta: 5 days, 23:37:07, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4403, loss_cls: 8.6389, loss: 8.6389 2025-08-13 06:22:17,471 - pyskl - INFO - Epoch [19][1300/7492] lr: 4.821e-02, eta: 5 days, 23:36:14, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2009, top5_acc: 0.4422, loss_cls: 8.7167, loss: 8.7167 2025-08-13 06:23:09,700 - pyskl - INFO - Epoch [19][1400/7492] lr: 4.821e-02, eta: 5 days, 23:35:21, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4416, loss_cls: 8.6196, loss: 8.6196 2025-08-13 06:24:02,233 - pyskl - INFO - Epoch [19][1500/7492] lr: 4.821e-02, eta: 5 days, 23:34:30, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2094, top5_acc: 0.4569, loss_cls: 8.6342, loss: 8.6342 2025-08-13 06:24:54,585 - pyskl - INFO - Epoch [19][1600/7492] lr: 4.820e-02, eta: 5 days, 23:33:38, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4397, loss_cls: 8.6523, loss: 8.6523 2025-08-13 06:25:46,805 - pyskl - INFO - Epoch [19][1700/7492] lr: 4.820e-02, eta: 5 days, 23:32:45, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2109, top5_acc: 0.4441, loss_cls: 8.6157, loss: 8.6157 2025-08-13 06:26:39,248 - pyskl - INFO - Epoch [19][1800/7492] lr: 4.820e-02, eta: 5 days, 23:31:53, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2125, top5_acc: 0.4284, loss_cls: 8.7001, loss: 8.7001 2025-08-13 06:27:32,014 - pyskl - INFO - Epoch [19][1900/7492] lr: 4.820e-02, eta: 5 days, 23:31:04, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.1959, top5_acc: 0.4328, loss_cls: 8.6965, loss: 8.6965 2025-08-13 06:28:24,486 - pyskl - INFO - Epoch [19][2000/7492] lr: 4.819e-02, eta: 5 days, 23:30:12, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2137, top5_acc: 0.4491, loss_cls: 8.6800, loss: 8.6800 2025-08-13 06:29:17,477 - pyskl - INFO - Epoch [19][2100/7492] lr: 4.819e-02, eta: 5 days, 23:29:25, time: 0.530, data_time: 0.000, memory: 13025, top1_acc: 0.2047, top5_acc: 0.4325, loss_cls: 8.5975, loss: 8.5975 2025-08-13 06:30:10,023 - pyskl - INFO - Epoch [19][2200/7492] lr: 4.819e-02, eta: 5 days, 23:28:34, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2044, top5_acc: 0.4381, loss_cls: 8.6762, loss: 8.6762 2025-08-13 06:31:02,535 - pyskl - INFO - Epoch [19][2300/7492] lr: 4.818e-02, eta: 5 days, 23:27:43, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2172, top5_acc: 0.4409, loss_cls: 8.6002, loss: 8.6002 2025-08-13 06:31:54,883 - pyskl - INFO - Epoch [19][2400/7492] lr: 4.818e-02, eta: 5 days, 23:26:50, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2091, top5_acc: 0.4509, loss_cls: 8.5843, loss: 8.5843 2025-08-13 06:32:47,590 - pyskl - INFO - Epoch [19][2500/7492] lr: 4.818e-02, eta: 5 days, 23:26:00, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2131, top5_acc: 0.4422, loss_cls: 8.6047, loss: 8.6047 2025-08-13 06:33:40,296 - pyskl - INFO - Epoch [19][2600/7492] lr: 4.818e-02, eta: 5 days, 23:25:11, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2153, top5_acc: 0.4406, loss_cls: 8.6060, loss: 8.6060 2025-08-13 06:34:32,576 - pyskl - INFO - Epoch [19][2700/7492] lr: 4.817e-02, eta: 5 days, 23:24:18, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2028, top5_acc: 0.4516, loss_cls: 8.6733, loss: 8.6733 2025-08-13 06:35:25,273 - pyskl - INFO - Epoch [19][2800/7492] lr: 4.817e-02, eta: 5 days, 23:23:28, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2134, top5_acc: 0.4359, loss_cls: 8.6652, loss: 8.6652 2025-08-13 06:36:17,671 - pyskl - INFO - Epoch [19][2900/7492] lr: 4.817e-02, eta: 5 days, 23:22:36, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2009, top5_acc: 0.4441, loss_cls: 8.5603, loss: 8.5603 2025-08-13 06:37:10,310 - pyskl - INFO - Epoch [19][3000/7492] lr: 4.817e-02, eta: 5 days, 23:21:46, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.1947, top5_acc: 0.4325, loss_cls: 8.6996, loss: 8.6996 2025-08-13 06:38:02,874 - pyskl - INFO - Epoch [19][3100/7492] lr: 4.816e-02, eta: 5 days, 23:20:55, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2097, top5_acc: 0.4338, loss_cls: 8.6799, loss: 8.6799 2025-08-13 06:38:55,324 - pyskl - INFO - Epoch [19][3200/7492] lr: 4.816e-02, eta: 5 days, 23:20:03, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.1931, top5_acc: 0.4219, loss_cls: 8.7522, loss: 8.7522 2025-08-13 06:39:48,078 - pyskl - INFO - Epoch [19][3300/7492] lr: 4.816e-02, eta: 5 days, 23:19:14, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4309, loss_cls: 8.6786, loss: 8.6786 2025-08-13 06:40:40,472 - pyskl - INFO - Epoch [19][3400/7492] lr: 4.816e-02, eta: 5 days, 23:18:22, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2013, top5_acc: 0.4381, loss_cls: 8.7236, loss: 8.7236 2025-08-13 06:41:32,827 - pyskl - INFO - Epoch [19][3500/7492] lr: 4.815e-02, eta: 5 days, 23:17:30, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2147, top5_acc: 0.4459, loss_cls: 8.6043, loss: 8.6043 2025-08-13 06:42:25,318 - pyskl - INFO - Epoch [19][3600/7492] lr: 4.815e-02, eta: 5 days, 23:16:38, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2081, top5_acc: 0.4456, loss_cls: 8.6209, loss: 8.6209 2025-08-13 06:43:17,828 - pyskl - INFO - Epoch [19][3700/7492] lr: 4.815e-02, eta: 5 days, 23:15:47, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2072, top5_acc: 0.4331, loss_cls: 8.7031, loss: 8.7031 2025-08-13 06:44:10,273 - pyskl - INFO - Epoch [19][3800/7492] lr: 4.815e-02, eta: 5 days, 23:14:55, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.1963, top5_acc: 0.4238, loss_cls: 8.7700, loss: 8.7700 2025-08-13 06:45:02,868 - pyskl - INFO - Epoch [19][3900/7492] lr: 4.814e-02, eta: 5 days, 23:14:05, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2156, top5_acc: 0.4409, loss_cls: 8.5927, loss: 8.5927 2025-08-13 06:45:55,244 - pyskl - INFO - Epoch [19][4000/7492] lr: 4.814e-02, eta: 5 days, 23:13:13, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2028, top5_acc: 0.4256, loss_cls: 8.7898, loss: 8.7898 2025-08-13 06:46:47,501 - pyskl - INFO - Epoch [19][4100/7492] lr: 4.814e-02, eta: 5 days, 23:12:20, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2009, top5_acc: 0.4366, loss_cls: 8.6862, loss: 8.6862 2025-08-13 06:47:40,006 - pyskl - INFO - Epoch [19][4200/7492] lr: 4.813e-02, eta: 5 days, 23:11:29, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2081, top5_acc: 0.4387, loss_cls: 8.6663, loss: 8.6663 2025-08-13 06:48:32,330 - pyskl - INFO - Epoch [19][4300/7492] lr: 4.813e-02, eta: 5 days, 23:10:36, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.1984, top5_acc: 0.4206, loss_cls: 8.7643, loss: 8.7643 2025-08-13 06:49:24,962 - pyskl - INFO - Epoch [19][4400/7492] lr: 4.813e-02, eta: 5 days, 23:09:46, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2197, top5_acc: 0.4409, loss_cls: 8.6012, loss: 8.6012 2025-08-13 06:50:17,357 - pyskl - INFO - Epoch [19][4500/7492] lr: 4.813e-02, eta: 5 days, 23:08:54, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2209, top5_acc: 0.4525, loss_cls: 8.5248, loss: 8.5248 2025-08-13 06:51:09,913 - pyskl - INFO - Epoch [19][4600/7492] lr: 4.812e-02, eta: 5 days, 23:08:03, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2062, top5_acc: 0.4384, loss_cls: 8.5901, loss: 8.5901 2025-08-13 06:52:02,342 - pyskl - INFO - Epoch [19][4700/7492] lr: 4.812e-02, eta: 5 days, 23:07:11, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2091, top5_acc: 0.4378, loss_cls: 8.7192, loss: 8.7192 2025-08-13 06:52:55,026 - pyskl - INFO - Epoch [19][4800/7492] lr: 4.812e-02, eta: 5 days, 23:06:21, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2147, top5_acc: 0.4497, loss_cls: 8.6273, loss: 8.6273 2025-08-13 06:53:47,293 - pyskl - INFO - Epoch [19][4900/7492] lr: 4.812e-02, eta: 5 days, 23:05:28, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2188, top5_acc: 0.4556, loss_cls: 8.5976, loss: 8.5976 2025-08-13 06:54:39,797 - pyskl - INFO - Epoch [19][5000/7492] lr: 4.811e-02, eta: 5 days, 23:04:37, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4419, loss_cls: 8.6324, loss: 8.6324 2025-08-13 06:55:32,295 - pyskl - INFO - Epoch [19][5100/7492] lr: 4.811e-02, eta: 5 days, 23:03:45, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2062, top5_acc: 0.4416, loss_cls: 8.6222, loss: 8.6222 2025-08-13 06:56:24,728 - pyskl - INFO - Epoch [19][5200/7492] lr: 4.811e-02, eta: 5 days, 23:02:54, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2013, top5_acc: 0.4481, loss_cls: 8.7166, loss: 8.7166 2025-08-13 06:57:17,059 - pyskl - INFO - Epoch [19][5300/7492] lr: 4.811e-02, eta: 5 days, 23:02:01, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2078, top5_acc: 0.4469, loss_cls: 8.6405, loss: 8.6405 2025-08-13 06:58:09,645 - pyskl - INFO - Epoch [19][5400/7492] lr: 4.810e-02, eta: 5 days, 23:01:11, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.1953, top5_acc: 0.4256, loss_cls: 8.7613, loss: 8.7613 2025-08-13 06:59:02,218 - pyskl - INFO - Epoch [19][5500/7492] lr: 4.810e-02, eta: 5 days, 23:00:20, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2194, top5_acc: 0.4484, loss_cls: 8.5780, loss: 8.5780 2025-08-13 06:59:54,708 - pyskl - INFO - Epoch [19][5600/7492] lr: 4.810e-02, eta: 5 days, 22:59:28, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.1988, top5_acc: 0.4531, loss_cls: 8.6895, loss: 8.6895 2025-08-13 07:00:47,166 - pyskl - INFO - Epoch [19][5700/7492] lr: 4.809e-02, eta: 5 days, 22:58:37, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2066, top5_acc: 0.4378, loss_cls: 8.6145, loss: 8.6145 2025-08-13 07:01:39,544 - pyskl - INFO - Epoch [19][5800/7492] lr: 4.809e-02, eta: 5 days, 22:57:45, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2053, top5_acc: 0.4288, loss_cls: 8.7526, loss: 8.7526 2025-08-13 07:02:32,029 - pyskl - INFO - Epoch [19][5900/7492] lr: 4.809e-02, eta: 5 days, 22:56:53, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2194, top5_acc: 0.4472, loss_cls: 8.5662, loss: 8.5662 2025-08-13 07:03:24,402 - pyskl - INFO - Epoch [19][6000/7492] lr: 4.809e-02, eta: 5 days, 22:56:01, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2022, top5_acc: 0.4419, loss_cls: 8.6435, loss: 8.6435 2025-08-13 07:04:16,995 - pyskl - INFO - Epoch [19][6100/7492] lr: 4.808e-02, eta: 5 days, 22:55:10, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2081, top5_acc: 0.4444, loss_cls: 8.6277, loss: 8.6277 2025-08-13 07:05:09,419 - pyskl - INFO - Epoch [19][6200/7492] lr: 4.808e-02, eta: 5 days, 22:54:19, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2084, top5_acc: 0.4400, loss_cls: 8.6953, loss: 8.6953 2025-08-13 07:06:02,080 - pyskl - INFO - Epoch [19][6300/7492] lr: 4.808e-02, eta: 5 days, 22:53:28, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2162, top5_acc: 0.4516, loss_cls: 8.6161, loss: 8.6161 2025-08-13 07:06:54,464 - pyskl - INFO - Epoch [19][6400/7492] lr: 4.808e-02, eta: 5 days, 22:52:36, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2031, top5_acc: 0.4394, loss_cls: 8.5911, loss: 8.5911 2025-08-13 07:07:46,900 - pyskl - INFO - Epoch [19][6500/7492] lr: 4.807e-02, eta: 5 days, 22:51:45, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2134, top5_acc: 0.4478, loss_cls: 8.6411, loss: 8.6411 2025-08-13 07:08:39,605 - pyskl - INFO - Epoch [19][6600/7492] lr: 4.807e-02, eta: 5 days, 22:50:55, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2000, top5_acc: 0.4306, loss_cls: 8.7319, loss: 8.7319 2025-08-13 07:09:32,170 - pyskl - INFO - Epoch [19][6700/7492] lr: 4.807e-02, eta: 5 days, 22:50:04, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2241, top5_acc: 0.4447, loss_cls: 8.6548, loss: 8.6548 2025-08-13 07:10:24,818 - pyskl - INFO - Epoch [19][6800/7492] lr: 4.807e-02, eta: 5 days, 22:49:14, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2206, top5_acc: 0.4359, loss_cls: 8.6314, loss: 8.6314 2025-08-13 07:11:17,769 - pyskl - INFO - Epoch [19][6900/7492] lr: 4.806e-02, eta: 5 days, 22:48:25, time: 0.530, data_time: 0.000, memory: 13025, top1_acc: 0.1991, top5_acc: 0.4275, loss_cls: 8.7520, loss: 8.7520 2025-08-13 07:12:10,629 - pyskl - INFO - Epoch [19][7000/7492] lr: 4.806e-02, eta: 5 days, 22:47:37, time: 0.529, data_time: 0.000, memory: 13025, top1_acc: 0.2084, top5_acc: 0.4441, loss_cls: 8.6000, loss: 8.6000 2025-08-13 07:13:03,098 - pyskl - INFO - Epoch [19][7100/7492] lr: 4.806e-02, eta: 5 days, 22:46:45, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2047, top5_acc: 0.4353, loss_cls: 8.6228, loss: 8.6228 2025-08-13 07:13:55,464 - pyskl - INFO - Epoch [19][7200/7492] lr: 4.805e-02, eta: 5 days, 22:45:53, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2037, top5_acc: 0.4441, loss_cls: 8.6032, loss: 8.6032 2025-08-13 07:14:48,108 - pyskl - INFO - Epoch [19][7300/7492] lr: 4.805e-02, eta: 5 days, 22:45:02, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2053, top5_acc: 0.4378, loss_cls: 8.6100, loss: 8.6100 2025-08-13 07:15:40,625 - pyskl - INFO - Epoch [19][7400/7492] lr: 4.805e-02, eta: 5 days, 22:44:11, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2175, top5_acc: 0.4403, loss_cls: 8.6955, loss: 8.6955 2025-08-13 07:16:30,018 - pyskl - INFO - Saving checkpoint at 19 epochs 2025-08-13 07:17:23,866 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 07:17:24,593 - pyskl - INFO - top1_acc 0.1554 top5_acc 0.3607 2025-08-13 07:17:24,593 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 07:17:24,630 - pyskl - INFO - mean_acc 0.1556 2025-08-13 07:17:24,645 - pyskl - INFO - Epoch(val) [19][617] top1_acc: 0.1554, top5_acc: 0.3607, mean_class_accuracy: 0.1556 2025-08-13 07:18:46,317 - pyskl - INFO - Epoch [20][100/7492] lr: 4.804e-02, eta: 5 days, 22:40:21, time: 0.817, data_time: 0.290, memory: 13025, top1_acc: 0.2131, top5_acc: 0.4459, loss_cls: 8.5667, loss: 8.5667 2025-08-13 07:19:38,625 - pyskl - INFO - Epoch [20][200/7492] lr: 4.804e-02, eta: 5 days, 22:39:28, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2188, top5_acc: 0.4541, loss_cls: 8.5210, loss: 8.5210 2025-08-13 07:20:30,775 - pyskl - INFO - Epoch [20][300/7492] lr: 4.804e-02, eta: 5 days, 22:38:35, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.1984, top5_acc: 0.4353, loss_cls: 8.6613, loss: 8.6613 2025-08-13 07:21:22,984 - pyskl - INFO - Epoch [20][400/7492] lr: 4.804e-02, eta: 5 days, 22:37:41, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2266, top5_acc: 0.4484, loss_cls: 8.5711, loss: 8.5711 2025-08-13 07:22:15,292 - pyskl - INFO - Epoch [20][500/7492] lr: 4.803e-02, eta: 5 days, 22:36:49, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2162, top5_acc: 0.4578, loss_cls: 8.6064, loss: 8.6064 2025-08-13 07:23:07,268 - pyskl - INFO - Epoch [20][600/7492] lr: 4.803e-02, eta: 5 days, 22:35:54, time: 0.520, data_time: 0.000, memory: 13025, top1_acc: 0.2119, top5_acc: 0.4544, loss_cls: 8.5467, loss: 8.5467 2025-08-13 07:23:59,340 - pyskl - INFO - Epoch [20][700/7492] lr: 4.803e-02, eta: 5 days, 22:35:00, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.2153, top5_acc: 0.4469, loss_cls: 8.5286, loss: 8.5286 2025-08-13 07:24:51,497 - pyskl - INFO - Epoch [20][800/7492] lr: 4.802e-02, eta: 5 days, 22:34:06, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2075, top5_acc: 0.4494, loss_cls: 8.6100, loss: 8.6100 2025-08-13 07:25:44,153 - pyskl - INFO - Epoch [20][900/7492] lr: 4.802e-02, eta: 5 days, 22:33:16, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2294, top5_acc: 0.4684, loss_cls: 8.4828, loss: 8.4828 2025-08-13 07:26:36,948 - pyskl - INFO - Epoch [20][1000/7492] lr: 4.802e-02, eta: 5 days, 22:32:27, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.1997, top5_acc: 0.4353, loss_cls: 8.6720, loss: 8.6720 2025-08-13 07:27:29,375 - pyskl - INFO - Epoch [20][1100/7492] lr: 4.802e-02, eta: 5 days, 22:31:35, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2375, top5_acc: 0.4681, loss_cls: 8.4105, loss: 8.4105 2025-08-13 07:28:21,692 - pyskl - INFO - Epoch [20][1200/7492] lr: 4.801e-02, eta: 5 days, 22:30:43, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.1988, top5_acc: 0.4241, loss_cls: 8.7667, loss: 8.7667 2025-08-13 07:29:13,979 - pyskl - INFO - Epoch [20][1300/7492] lr: 4.801e-02, eta: 5 days, 22:29:50, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2028, top5_acc: 0.4431, loss_cls: 8.6561, loss: 8.6561 2025-08-13 07:30:06,097 - pyskl - INFO - Epoch [20][1400/7492] lr: 4.801e-02, eta: 5 days, 22:28:56, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.2019, top5_acc: 0.4441, loss_cls: 8.6668, loss: 8.6668 2025-08-13 07:30:58,434 - pyskl - INFO - Epoch [20][1500/7492] lr: 4.801e-02, eta: 5 days, 22:28:04, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2278, top5_acc: 0.4472, loss_cls: 8.6143, loss: 8.6143 2025-08-13 07:31:50,578 - pyskl - INFO - Epoch [20][1600/7492] lr: 4.800e-02, eta: 5 days, 22:27:10, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.2072, top5_acc: 0.4363, loss_cls: 8.5923, loss: 8.5923 2025-08-13 07:32:43,123 - pyskl - INFO - Epoch [20][1700/7492] lr: 4.800e-02, eta: 5 days, 22:26:19, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2081, top5_acc: 0.4441, loss_cls: 8.7054, loss: 8.7054 2025-08-13 07:33:35,631 - pyskl - INFO - Epoch [20][1800/7492] lr: 4.800e-02, eta: 5 days, 22:25:28, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2091, top5_acc: 0.4297, loss_cls: 8.6812, loss: 8.6812 2025-08-13 07:34:28,146 - pyskl - INFO - Epoch [20][1900/7492] lr: 4.799e-02, eta: 5 days, 22:24:37, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.1994, top5_acc: 0.4322, loss_cls: 8.7149, loss: 8.7149 2025-08-13 07:35:20,578 - pyskl - INFO - Epoch [20][2000/7492] lr: 4.799e-02, eta: 5 days, 22:23:45, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2116, top5_acc: 0.4441, loss_cls: 8.6138, loss: 8.6138 2025-08-13 07:36:13,064 - pyskl - INFO - Epoch [20][2100/7492] lr: 4.799e-02, eta: 5 days, 22:22:54, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.1944, top5_acc: 0.4297, loss_cls: 8.6972, loss: 8.6972 2025-08-13 07:37:05,685 - pyskl - INFO - Epoch [20][2200/7492] lr: 4.799e-02, eta: 5 days, 22:22:03, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2091, top5_acc: 0.4359, loss_cls: 8.6670, loss: 8.6670 2025-08-13 07:37:58,107 - pyskl - INFO - Epoch [20][2300/7492] lr: 4.798e-02, eta: 5 days, 22:21:12, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2191, top5_acc: 0.4437, loss_cls: 8.5746, loss: 8.5746 2025-08-13 07:38:50,502 - pyskl - INFO - Epoch [20][2400/7492] lr: 4.798e-02, eta: 5 days, 22:20:20, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2169, top5_acc: 0.4391, loss_cls: 8.5394, loss: 8.5394 2025-08-13 07:39:42,842 - pyskl - INFO - Epoch [20][2500/7492] lr: 4.798e-02, eta: 5 days, 22:19:27, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2181, top5_acc: 0.4456, loss_cls: 8.6186, loss: 8.6186 2025-08-13 07:40:35,522 - pyskl - INFO - Epoch [20][2600/7492] lr: 4.798e-02, eta: 5 days, 22:18:37, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.1997, top5_acc: 0.4378, loss_cls: 8.6537, loss: 8.6537 2025-08-13 07:41:28,013 - pyskl - INFO - Epoch [20][2700/7492] lr: 4.797e-02, eta: 5 days, 22:17:46, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2034, top5_acc: 0.4444, loss_cls: 8.6000, loss: 8.6000 2025-08-13 07:42:20,593 - pyskl - INFO - Epoch [20][2800/7492] lr: 4.797e-02, eta: 5 days, 22:16:55, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2084, top5_acc: 0.4437, loss_cls: 8.6236, loss: 8.6236 2025-08-13 07:43:13,030 - pyskl - INFO - Epoch [20][2900/7492] lr: 4.797e-02, eta: 5 days, 22:16:04, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2184, top5_acc: 0.4394, loss_cls: 8.6352, loss: 8.6352 2025-08-13 07:44:05,794 - pyskl - INFO - Epoch [20][3000/7492] lr: 4.796e-02, eta: 5 days, 22:15:14, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2062, top5_acc: 0.4331, loss_cls: 8.6608, loss: 8.6608 2025-08-13 07:44:58,414 - pyskl - INFO - Epoch [20][3100/7492] lr: 4.796e-02, eta: 5 days, 22:14:24, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2213, top5_acc: 0.4578, loss_cls: 8.5810, loss: 8.5810 2025-08-13 07:45:50,698 - pyskl - INFO - Epoch [20][3200/7492] lr: 4.796e-02, eta: 5 days, 22:13:31, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2003, top5_acc: 0.4425, loss_cls: 8.6844, loss: 8.6844 2025-08-13 07:46:43,383 - pyskl - INFO - Epoch [20][3300/7492] lr: 4.796e-02, eta: 5 days, 22:12:41, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2062, top5_acc: 0.4484, loss_cls: 8.6906, loss: 8.6906 2025-08-13 07:47:35,843 - pyskl - INFO - Epoch [20][3400/7492] lr: 4.795e-02, eta: 5 days, 22:11:49, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2000, top5_acc: 0.4416, loss_cls: 8.6321, loss: 8.6321 2025-08-13 07:48:28,479 - pyskl - INFO - Epoch [20][3500/7492] lr: 4.795e-02, eta: 5 days, 22:10:59, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2062, top5_acc: 0.4319, loss_cls: 8.6249, loss: 8.6249 2025-08-13 07:49:21,246 - pyskl - INFO - Epoch [20][3600/7492] lr: 4.795e-02, eta: 5 days, 22:10:10, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2053, top5_acc: 0.4466, loss_cls: 8.6470, loss: 8.6470 2025-08-13 07:50:13,568 - pyskl - INFO - Epoch [20][3700/7492] lr: 4.795e-02, eta: 5 days, 22:09:17, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2153, top5_acc: 0.4487, loss_cls: 8.5900, loss: 8.5900 2025-08-13 07:51:06,028 - pyskl - INFO - Epoch [20][3800/7492] lr: 4.794e-02, eta: 5 days, 22:08:26, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2150, top5_acc: 0.4547, loss_cls: 8.5779, loss: 8.5779 2025-08-13 07:51:58,397 - pyskl - INFO - Epoch [20][3900/7492] lr: 4.794e-02, eta: 5 days, 22:07:33, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4319, loss_cls: 8.6750, loss: 8.6750 2025-08-13 07:52:50,827 - pyskl - INFO - Epoch [20][4000/7492] lr: 4.794e-02, eta: 5 days, 22:06:42, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.1956, top5_acc: 0.4316, loss_cls: 8.7405, loss: 8.7405 2025-08-13 07:53:43,566 - pyskl - INFO - Epoch [20][4100/7492] lr: 4.793e-02, eta: 5 days, 22:05:52, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2078, top5_acc: 0.4391, loss_cls: 8.6315, loss: 8.6315 2025-08-13 07:54:35,799 - pyskl - INFO - Epoch [20][4200/7492] lr: 4.793e-02, eta: 5 days, 22:04:59, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2137, top5_acc: 0.4412, loss_cls: 8.5913, loss: 8.5913 2025-08-13 07:55:28,226 - pyskl - INFO - Epoch [20][4300/7492] lr: 4.793e-02, eta: 5 days, 22:04:07, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.1988, top5_acc: 0.4309, loss_cls: 8.7214, loss: 8.7214 2025-08-13 07:56:20,852 - pyskl - INFO - Epoch [20][4400/7492] lr: 4.793e-02, eta: 5 days, 22:03:17, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2128, top5_acc: 0.4544, loss_cls: 8.6588, loss: 8.6588 2025-08-13 07:57:13,094 - pyskl - INFO - Epoch [20][4500/7492] lr: 4.792e-02, eta: 5 days, 22:02:24, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2016, top5_acc: 0.4391, loss_cls: 8.7213, loss: 8.7213 2025-08-13 07:58:05,480 - pyskl - INFO - Epoch [20][4600/7492] lr: 4.792e-02, eta: 5 days, 22:01:32, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2178, top5_acc: 0.4412, loss_cls: 8.5395, loss: 8.5395 2025-08-13 07:58:57,765 - pyskl - INFO - Epoch [20][4700/7492] lr: 4.792e-02, eta: 5 days, 22:00:39, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2181, top5_acc: 0.4509, loss_cls: 8.5388, loss: 8.5388 2025-08-13 07:59:50,164 - pyskl - INFO - Epoch [20][4800/7492] lr: 4.791e-02, eta: 5 days, 21:59:47, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2144, top5_acc: 0.4431, loss_cls: 8.6042, loss: 8.6042 2025-08-13 08:00:42,679 - pyskl - INFO - Epoch [20][4900/7492] lr: 4.791e-02, eta: 5 days, 21:58:56, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2100, top5_acc: 0.4397, loss_cls: 8.6664, loss: 8.6664 2025-08-13 08:01:35,162 - pyskl - INFO - Epoch [20][5000/7492] lr: 4.791e-02, eta: 5 days, 21:58:04, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2137, top5_acc: 0.4419, loss_cls: 8.6062, loss: 8.6062 2025-08-13 08:02:27,557 - pyskl - INFO - Epoch [20][5100/7492] lr: 4.791e-02, eta: 5 days, 21:57:12, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2128, top5_acc: 0.4331, loss_cls: 8.5966, loss: 8.5966 2025-08-13 08:03:20,133 - pyskl - INFO - Epoch [20][5200/7492] lr: 4.790e-02, eta: 5 days, 21:56:22, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2184, top5_acc: 0.4412, loss_cls: 8.6110, loss: 8.6110 2025-08-13 08:04:12,805 - pyskl - INFO - Epoch [20][5300/7492] lr: 4.790e-02, eta: 5 days, 21:55:31, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2228, top5_acc: 0.4553, loss_cls: 8.5770, loss: 8.5770 2025-08-13 08:05:05,147 - pyskl - INFO - Epoch [20][5400/7492] lr: 4.790e-02, eta: 5 days, 21:54:39, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2084, top5_acc: 0.4478, loss_cls: 8.6831, loss: 8.6831 2025-08-13 08:05:57,595 - pyskl - INFO - Epoch [20][5500/7492] lr: 4.789e-02, eta: 5 days, 21:53:47, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2275, top5_acc: 0.4575, loss_cls: 8.4671, loss: 8.4671 2025-08-13 08:06:50,057 - pyskl - INFO - Epoch [20][5600/7492] lr: 4.789e-02, eta: 5 days, 21:52:56, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2075, top5_acc: 0.4422, loss_cls: 8.6867, loss: 8.6867 2025-08-13 08:07:42,683 - pyskl - INFO - Epoch [20][5700/7492] lr: 4.789e-02, eta: 5 days, 21:52:05, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2044, top5_acc: 0.4278, loss_cls: 8.6552, loss: 8.6552 2025-08-13 08:08:35,343 - pyskl - INFO - Epoch [20][5800/7492] lr: 4.789e-02, eta: 5 days, 21:51:15, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2175, top5_acc: 0.4478, loss_cls: 8.6337, loss: 8.6337 2025-08-13 08:09:27,653 - pyskl - INFO - Epoch [20][5900/7492] lr: 4.788e-02, eta: 5 days, 21:50:23, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2219, top5_acc: 0.4512, loss_cls: 8.5720, loss: 8.5720 2025-08-13 08:10:20,189 - pyskl - INFO - Epoch [20][6000/7492] lr: 4.788e-02, eta: 5 days, 21:49:32, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2141, top5_acc: 0.4541, loss_cls: 8.5464, loss: 8.5464 2025-08-13 08:11:12,989 - pyskl - INFO - Epoch [20][6100/7492] lr: 4.788e-02, eta: 5 days, 21:48:42, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2116, top5_acc: 0.4394, loss_cls: 8.6176, loss: 8.6176 2025-08-13 08:12:05,512 - pyskl - INFO - Epoch [20][6200/7492] lr: 4.788e-02, eta: 5 days, 21:47:51, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2034, top5_acc: 0.4322, loss_cls: 8.6704, loss: 8.6704 2025-08-13 08:12:58,206 - pyskl - INFO - Epoch [20][6300/7492] lr: 4.787e-02, eta: 5 days, 21:47:01, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2291, top5_acc: 0.4678, loss_cls: 8.4497, loss: 8.4497 2025-08-13 08:13:50,667 - pyskl - INFO - Epoch [20][6400/7492] lr: 4.787e-02, eta: 5 days, 21:46:09, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2094, top5_acc: 0.4384, loss_cls: 8.6582, loss: 8.6582 2025-08-13 08:14:43,102 - pyskl - INFO - Epoch [20][6500/7492] lr: 4.787e-02, eta: 5 days, 21:45:18, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2075, top5_acc: 0.4559, loss_cls: 8.6262, loss: 8.6262 2025-08-13 08:15:35,771 - pyskl - INFO - Epoch [20][6600/7492] lr: 4.786e-02, eta: 5 days, 21:44:27, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2150, top5_acc: 0.4556, loss_cls: 8.6570, loss: 8.6570 2025-08-13 08:16:28,312 - pyskl - INFO - Epoch [20][6700/7492] lr: 4.786e-02, eta: 5 days, 21:43:36, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.1978, top5_acc: 0.4347, loss_cls: 8.6911, loss: 8.6911 2025-08-13 08:17:21,124 - pyskl - INFO - Epoch [20][6800/7492] lr: 4.786e-02, eta: 5 days, 21:42:47, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2091, top5_acc: 0.4469, loss_cls: 8.6243, loss: 8.6243 2025-08-13 08:18:13,759 - pyskl - INFO - Epoch [20][6900/7492] lr: 4.786e-02, eta: 5 days, 21:41:57, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2087, top5_acc: 0.4525, loss_cls: 8.6280, loss: 8.6280 2025-08-13 08:19:06,193 - pyskl - INFO - Epoch [20][7000/7492] lr: 4.785e-02, eta: 5 days, 21:41:05, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2028, top5_acc: 0.4425, loss_cls: 8.6423, loss: 8.6423 2025-08-13 08:19:58,607 - pyskl - INFO - Epoch [20][7100/7492] lr: 4.785e-02, eta: 5 days, 21:40:13, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2000, top5_acc: 0.4272, loss_cls: 8.6815, loss: 8.6815 2025-08-13 08:20:50,931 - pyskl - INFO - Epoch [20][7200/7492] lr: 4.785e-02, eta: 5 days, 21:39:21, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2159, top5_acc: 0.4512, loss_cls: 8.6643, loss: 8.6643 2025-08-13 08:21:43,239 - pyskl - INFO - Epoch [20][7300/7492] lr: 4.784e-02, eta: 5 days, 21:38:28, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2016, top5_acc: 0.4478, loss_cls: 8.5661, loss: 8.5661 2025-08-13 08:22:35,924 - pyskl - INFO - Epoch [20][7400/7492] lr: 4.784e-02, eta: 5 days, 21:37:38, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2006, top5_acc: 0.4387, loss_cls: 8.6931, loss: 8.6931 2025-08-13 08:23:25,248 - pyskl - INFO - Saving checkpoint at 20 epochs 2025-08-13 08:24:21,239 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 08:24:21,965 - pyskl - INFO - top1_acc 0.1626 top5_acc 0.3676 2025-08-13 08:24:21,966 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 08:24:22,004 - pyskl - INFO - mean_acc 0.1625 2025-08-13 08:24:22,016 - pyskl - INFO - Epoch(val) [20][617] top1_acc: 0.1626, top5_acc: 0.3676, mean_class_accuracy: 0.1625 2025-08-13 08:25:43,535 - pyskl - INFO - Epoch [21][100/7492] lr: 4.784e-02, eta: 5 days, 21:33:54, time: 0.815, data_time: 0.290, memory: 13025, top1_acc: 0.2125, top5_acc: 0.4494, loss_cls: 8.6157, loss: 8.6157 2025-08-13 08:26:36,864 - pyskl - INFO - Epoch [21][200/7492] lr: 4.783e-02, eta: 5 days, 21:33:08, time: 0.533, data_time: 0.000, memory: 13025, top1_acc: 0.2203, top5_acc: 0.4572, loss_cls: 8.5710, loss: 8.5710 2025-08-13 08:27:29,028 - pyskl - INFO - Epoch [21][300/7492] lr: 4.783e-02, eta: 5 days, 21:32:15, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2156, top5_acc: 0.4434, loss_cls: 8.6451, loss: 8.6451 2025-08-13 08:28:21,384 - pyskl - INFO - Epoch [21][400/7492] lr: 4.783e-02, eta: 5 days, 21:31:23, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2053, top5_acc: 0.4437, loss_cls: 8.5858, loss: 8.5858 2025-08-13 08:29:13,813 - pyskl - INFO - Epoch [21][500/7492] lr: 4.782e-02, eta: 5 days, 21:30:31, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2013, top5_acc: 0.4256, loss_cls: 8.6644, loss: 8.6644 2025-08-13 08:30:06,404 - pyskl - INFO - Epoch [21][600/7492] lr: 4.782e-02, eta: 5 days, 21:29:40, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2091, top5_acc: 0.4475, loss_cls: 8.6671, loss: 8.6671 2025-08-13 08:30:58,842 - pyskl - INFO - Epoch [21][700/7492] lr: 4.782e-02, eta: 5 days, 21:28:49, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2147, top5_acc: 0.4512, loss_cls: 8.6013, loss: 8.6013 2025-08-13 08:31:51,516 - pyskl - INFO - Epoch [21][800/7492] lr: 4.782e-02, eta: 5 days, 21:27:58, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2275, top5_acc: 0.4722, loss_cls: 8.5213, loss: 8.5213 2025-08-13 08:32:44,040 - pyskl - INFO - Epoch [21][900/7492] lr: 4.781e-02, eta: 5 days, 21:27:07, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2009, top5_acc: 0.4378, loss_cls: 8.7123, loss: 8.7123 2025-08-13 08:33:36,431 - pyskl - INFO - Epoch [21][1000/7492] lr: 4.781e-02, eta: 5 days, 21:26:15, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2078, top5_acc: 0.4334, loss_cls: 8.7035, loss: 8.7035 2025-08-13 08:34:29,118 - pyskl - INFO - Epoch [21][1100/7492] lr: 4.781e-02, eta: 5 days, 21:25:25, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2197, top5_acc: 0.4562, loss_cls: 8.4943, loss: 8.4943 2025-08-13 08:35:21,670 - pyskl - INFO - Epoch [21][1200/7492] lr: 4.780e-02, eta: 5 days, 21:24:34, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2188, top5_acc: 0.4531, loss_cls: 8.5474, loss: 8.5474 2025-08-13 08:36:14,170 - pyskl - INFO - Epoch [21][1300/7492] lr: 4.780e-02, eta: 5 days, 21:23:43, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2031, top5_acc: 0.4419, loss_cls: 8.6344, loss: 8.6344 2025-08-13 08:37:06,813 - pyskl - INFO - Epoch [21][1400/7492] lr: 4.780e-02, eta: 5 days, 21:22:53, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2084, top5_acc: 0.4419, loss_cls: 8.6091, loss: 8.6091 2025-08-13 08:37:59,414 - pyskl - INFO - Epoch [21][1500/7492] lr: 4.780e-02, eta: 5 days, 21:22:02, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2109, top5_acc: 0.4553, loss_cls: 8.6921, loss: 8.6921 2025-08-13 08:38:51,982 - pyskl - INFO - Epoch [21][1600/7492] lr: 4.779e-02, eta: 5 days, 21:21:11, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2197, top5_acc: 0.4522, loss_cls: 8.6356, loss: 8.6356 2025-08-13 08:39:44,646 - pyskl - INFO - Epoch [21][1700/7492] lr: 4.779e-02, eta: 5 days, 21:20:21, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2122, top5_acc: 0.4516, loss_cls: 8.5600, loss: 8.5600 2025-08-13 08:40:37,345 - pyskl - INFO - Epoch [21][1800/7492] lr: 4.779e-02, eta: 5 days, 21:19:31, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2066, top5_acc: 0.4416, loss_cls: 8.6426, loss: 8.6426 2025-08-13 08:41:29,863 - pyskl - INFO - Epoch [21][1900/7492] lr: 4.778e-02, eta: 5 days, 21:18:40, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4494, loss_cls: 8.5767, loss: 8.5767 2025-08-13 08:42:22,547 - pyskl - INFO - Epoch [21][2000/7492] lr: 4.778e-02, eta: 5 days, 21:17:50, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2125, top5_acc: 0.4437, loss_cls: 8.6868, loss: 8.6868 2025-08-13 08:43:15,119 - pyskl - INFO - Epoch [21][2100/7492] lr: 4.778e-02, eta: 5 days, 21:16:59, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2069, top5_acc: 0.4341, loss_cls: 8.6301, loss: 8.6301 2025-08-13 08:44:07,720 - pyskl - INFO - Epoch [21][2200/7492] lr: 4.778e-02, eta: 5 days, 21:16:08, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4525, loss_cls: 8.6318, loss: 8.6318 2025-08-13 08:45:00,182 - pyskl - INFO - Epoch [21][2300/7492] lr: 4.777e-02, eta: 5 days, 21:15:17, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2084, top5_acc: 0.4344, loss_cls: 8.6703, loss: 8.6703 2025-08-13 08:45:52,875 - pyskl - INFO - Epoch [21][2400/7492] lr: 4.777e-02, eta: 5 days, 21:14:27, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2112, top5_acc: 0.4422, loss_cls: 8.6701, loss: 8.6701 2025-08-13 08:46:45,049 - pyskl - INFO - Epoch [21][2500/7492] lr: 4.777e-02, eta: 5 days, 21:13:33, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2081, top5_acc: 0.4366, loss_cls: 8.6385, loss: 8.6385 2025-08-13 08:47:37,539 - pyskl - INFO - Epoch [21][2600/7492] lr: 4.776e-02, eta: 5 days, 21:12:42, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2131, top5_acc: 0.4450, loss_cls: 8.5735, loss: 8.5735 2025-08-13 08:48:30,181 - pyskl - INFO - Epoch [21][2700/7492] lr: 4.776e-02, eta: 5 days, 21:11:52, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2116, top5_acc: 0.4462, loss_cls: 8.5894, loss: 8.5894 2025-08-13 08:49:22,912 - pyskl - INFO - Epoch [21][2800/7492] lr: 4.776e-02, eta: 5 days, 21:11:02, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2213, top5_acc: 0.4466, loss_cls: 8.5563, loss: 8.5563 2025-08-13 08:50:15,417 - pyskl - INFO - Epoch [21][2900/7492] lr: 4.776e-02, eta: 5 days, 21:10:11, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.1947, top5_acc: 0.4331, loss_cls: 8.6477, loss: 8.6477 2025-08-13 08:51:08,273 - pyskl - INFO - Epoch [21][3000/7492] lr: 4.775e-02, eta: 5 days, 21:09:22, time: 0.529, data_time: 0.000, memory: 13025, top1_acc: 0.2141, top5_acc: 0.4447, loss_cls: 8.5699, loss: 8.5699 2025-08-13 08:52:00,692 - pyskl - INFO - Epoch [21][3100/7492] lr: 4.775e-02, eta: 5 days, 21:08:30, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2069, top5_acc: 0.4472, loss_cls: 8.5922, loss: 8.5922 2025-08-13 08:52:53,420 - pyskl - INFO - Epoch [21][3200/7492] lr: 4.775e-02, eta: 5 days, 21:07:40, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2172, top5_acc: 0.4384, loss_cls: 8.6538, loss: 8.6538 2025-08-13 08:53:45,997 - pyskl - INFO - Epoch [21][3300/7492] lr: 4.774e-02, eta: 5 days, 21:06:49, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2084, top5_acc: 0.4309, loss_cls: 8.6725, loss: 8.6725 2025-08-13 08:54:38,544 - pyskl - INFO - Epoch [21][3400/7492] lr: 4.774e-02, eta: 5 days, 21:05:58, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2112, top5_acc: 0.4406, loss_cls: 8.6266, loss: 8.6266 2025-08-13 08:55:30,896 - pyskl - INFO - Epoch [21][3500/7492] lr: 4.774e-02, eta: 5 days, 21:05:06, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2112, top5_acc: 0.4409, loss_cls: 8.6096, loss: 8.6096 2025-08-13 08:56:23,552 - pyskl - INFO - Epoch [21][3600/7492] lr: 4.774e-02, eta: 5 days, 21:04:16, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2181, top5_acc: 0.4544, loss_cls: 8.5084, loss: 8.5084 2025-08-13 08:57:16,148 - pyskl - INFO - Epoch [21][3700/7492] lr: 4.773e-02, eta: 5 days, 21:03:25, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2119, top5_acc: 0.4441, loss_cls: 8.6272, loss: 8.6272 2025-08-13 08:58:08,723 - pyskl - INFO - Epoch [21][3800/7492] lr: 4.773e-02, eta: 5 days, 21:02:34, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2081, top5_acc: 0.4494, loss_cls: 8.6606, loss: 8.6606 2025-08-13 08:59:01,342 - pyskl - INFO - Epoch [21][3900/7492] lr: 4.773e-02, eta: 5 days, 21:01:43, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2022, top5_acc: 0.4412, loss_cls: 8.6074, loss: 8.6074 2025-08-13 08:59:53,949 - pyskl - INFO - Epoch [21][4000/7492] lr: 4.772e-02, eta: 5 days, 21:00:53, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2072, top5_acc: 0.4541, loss_cls: 8.5408, loss: 8.5408 2025-08-13 09:00:46,701 - pyskl - INFO - Epoch [21][4100/7492] lr: 4.772e-02, eta: 5 days, 21:00:03, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2112, top5_acc: 0.4387, loss_cls: 8.6007, loss: 8.6007 2025-08-13 09:01:39,070 - pyskl - INFO - Epoch [21][4200/7492] lr: 4.772e-02, eta: 5 days, 20:59:11, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2178, top5_acc: 0.4616, loss_cls: 8.5854, loss: 8.5854 2025-08-13 09:02:31,653 - pyskl - INFO - Epoch [21][4300/7492] lr: 4.771e-02, eta: 5 days, 20:58:20, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2128, top5_acc: 0.4481, loss_cls: 8.5700, loss: 8.5700 2025-08-13 09:03:24,414 - pyskl - INFO - Epoch [21][4400/7492] lr: 4.771e-02, eta: 5 days, 20:57:30, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2072, top5_acc: 0.4319, loss_cls: 8.6952, loss: 8.6952 2025-08-13 09:04:16,894 - pyskl - INFO - Epoch [21][4500/7492] lr: 4.771e-02, eta: 5 days, 20:56:39, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2047, top5_acc: 0.4359, loss_cls: 8.6706, loss: 8.6706 2025-08-13 09:05:09,422 - pyskl - INFO - Epoch [21][4600/7492] lr: 4.771e-02, eta: 5 days, 20:55:48, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2087, top5_acc: 0.4459, loss_cls: 8.5500, loss: 8.5500 2025-08-13 09:06:01,808 - pyskl - INFO - Epoch [21][4700/7492] lr: 4.770e-02, eta: 5 days, 20:54:56, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2116, top5_acc: 0.4441, loss_cls: 8.4870, loss: 8.4870 2025-08-13 09:06:54,283 - pyskl - INFO - Epoch [21][4800/7492] lr: 4.770e-02, eta: 5 days, 20:54:04, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2197, top5_acc: 0.4416, loss_cls: 8.5521, loss: 8.5521 2025-08-13 09:07:46,835 - pyskl - INFO - Epoch [21][4900/7492] lr: 4.770e-02, eta: 5 days, 20:53:13, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2159, top5_acc: 0.4481, loss_cls: 8.5817, loss: 8.5817 2025-08-13 09:08:39,466 - pyskl - INFO - Epoch [21][5000/7492] lr: 4.769e-02, eta: 5 days, 20:52:23, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2297, top5_acc: 0.4647, loss_cls: 8.5320, loss: 8.5320 2025-08-13 09:09:31,812 - pyskl - INFO - Epoch [21][5100/7492] lr: 4.769e-02, eta: 5 days, 20:51:31, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2075, top5_acc: 0.4409, loss_cls: 8.5882, loss: 8.5882 2025-08-13 09:10:24,524 - pyskl - INFO - Epoch [21][5200/7492] lr: 4.769e-02, eta: 5 days, 20:50:41, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.1991, top5_acc: 0.4406, loss_cls: 8.5825, loss: 8.5825 2025-08-13 09:11:17,457 - pyskl - INFO - Epoch [21][5300/7492] lr: 4.769e-02, eta: 5 days, 20:49:52, time: 0.529, data_time: 0.000, memory: 13025, top1_acc: 0.2228, top5_acc: 0.4381, loss_cls: 8.6222, loss: 8.6222 2025-08-13 09:12:10,287 - pyskl - INFO - Epoch [21][5400/7492] lr: 4.768e-02, eta: 5 days, 20:49:03, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2137, top5_acc: 0.4500, loss_cls: 8.5967, loss: 8.5967 2025-08-13 09:13:03,128 - pyskl - INFO - Epoch [21][5500/7492] lr: 4.768e-02, eta: 5 days, 20:48:13, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2194, top5_acc: 0.4506, loss_cls: 8.6216, loss: 8.6216 2025-08-13 09:13:55,961 - pyskl - INFO - Epoch [21][5600/7492] lr: 4.768e-02, eta: 5 days, 20:47:24, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2112, top5_acc: 0.4353, loss_cls: 8.7122, loss: 8.7122 2025-08-13 09:14:48,491 - pyskl - INFO - Epoch [21][5700/7492] lr: 4.767e-02, eta: 5 days, 20:46:33, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2087, top5_acc: 0.4403, loss_cls: 8.6545, loss: 8.6545 2025-08-13 09:15:40,855 - pyskl - INFO - Epoch [21][5800/7492] lr: 4.767e-02, eta: 5 days, 20:45:41, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2203, top5_acc: 0.4631, loss_cls: 8.5402, loss: 8.5402 2025-08-13 09:16:33,505 - pyskl - INFO - Epoch [21][5900/7492] lr: 4.767e-02, eta: 5 days, 20:44:50, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2066, top5_acc: 0.4516, loss_cls: 8.5347, loss: 8.5347 2025-08-13 09:17:26,286 - pyskl - INFO - Epoch [21][6000/7492] lr: 4.766e-02, eta: 5 days, 20:44:01, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2075, top5_acc: 0.4263, loss_cls: 8.7234, loss: 8.7234 2025-08-13 09:18:19,171 - pyskl - INFO - Epoch [21][6100/7492] lr: 4.766e-02, eta: 5 days, 20:43:12, time: 0.529, data_time: 0.000, memory: 13025, top1_acc: 0.2069, top5_acc: 0.4434, loss_cls: 8.6142, loss: 8.6142 2025-08-13 09:19:11,941 - pyskl - INFO - Epoch [21][6200/7492] lr: 4.766e-02, eta: 5 days, 20:42:22, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2094, top5_acc: 0.4394, loss_cls: 8.6544, loss: 8.6544 2025-08-13 09:20:04,828 - pyskl - INFO - Epoch [21][6300/7492] lr: 4.766e-02, eta: 5 days, 20:41:33, time: 0.529, data_time: 0.000, memory: 13025, top1_acc: 0.2119, top5_acc: 0.4531, loss_cls: 8.5689, loss: 8.5689 2025-08-13 09:20:57,203 - pyskl - INFO - Epoch [21][6400/7492] lr: 4.765e-02, eta: 5 days, 20:40:41, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2041, top5_acc: 0.4350, loss_cls: 8.7043, loss: 8.7043 2025-08-13 09:21:49,631 - pyskl - INFO - Epoch [21][6500/7492] lr: 4.765e-02, eta: 5 days, 20:39:49, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2037, top5_acc: 0.4334, loss_cls: 8.7117, loss: 8.7117 2025-08-13 09:22:42,630 - pyskl - INFO - Epoch [21][6600/7492] lr: 4.765e-02, eta: 5 days, 20:39:01, time: 0.530, data_time: 0.000, memory: 13025, top1_acc: 0.2084, top5_acc: 0.4309, loss_cls: 8.7306, loss: 8.7306 2025-08-13 09:23:35,592 - pyskl - INFO - Epoch [21][6700/7492] lr: 4.764e-02, eta: 5 days, 20:38:12, time: 0.530, data_time: 0.000, memory: 13025, top1_acc: 0.2144, top5_acc: 0.4450, loss_cls: 8.6157, loss: 8.6157 2025-08-13 09:24:28,211 - pyskl - INFO - Epoch [21][6800/7492] lr: 4.764e-02, eta: 5 days, 20:37:22, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.1956, top5_acc: 0.4353, loss_cls: 8.6778, loss: 8.6778 2025-08-13 09:25:20,923 - pyskl - INFO - Epoch [21][6900/7492] lr: 4.764e-02, eta: 5 days, 20:36:32, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2134, top5_acc: 0.4484, loss_cls: 8.5641, loss: 8.5641 2025-08-13 09:26:13,531 - pyskl - INFO - Epoch [21][7000/7492] lr: 4.764e-02, eta: 5 days, 20:35:41, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2231, top5_acc: 0.4403, loss_cls: 8.5998, loss: 8.5998 2025-08-13 09:27:06,087 - pyskl - INFO - Epoch [21][7100/7492] lr: 4.763e-02, eta: 5 days, 20:34:50, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2188, top5_acc: 0.4500, loss_cls: 8.5431, loss: 8.5431 2025-08-13 09:27:58,606 - pyskl - INFO - Epoch [21][7200/7492] lr: 4.763e-02, eta: 5 days, 20:33:59, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2094, top5_acc: 0.4484, loss_cls: 8.6782, loss: 8.6782 2025-08-13 09:28:51,321 - pyskl - INFO - Epoch [21][7300/7492] lr: 4.763e-02, eta: 5 days, 20:33:09, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.1997, top5_acc: 0.4400, loss_cls: 8.6261, loss: 8.6261 2025-08-13 09:29:43,988 - pyskl - INFO - Epoch [21][7400/7492] lr: 4.762e-02, eta: 5 days, 20:32:18, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2059, top5_acc: 0.4447, loss_cls: 8.5980, loss: 8.5980 2025-08-13 09:30:33,534 - pyskl - INFO - Saving checkpoint at 21 epochs 2025-08-13 09:31:29,137 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 09:31:29,873 - pyskl - INFO - top1_acc 0.1523 top5_acc 0.3537 2025-08-13 09:31:29,874 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 09:31:29,913 - pyskl - INFO - mean_acc 0.1522 2025-08-13 09:31:29,926 - pyskl - INFO - Epoch(val) [21][617] top1_acc: 0.1523, top5_acc: 0.3537, mean_class_accuracy: 0.1522 2025-08-13 09:32:51,798 - pyskl - INFO - Epoch [22][100/7492] lr: 4.762e-02, eta: 5 days, 20:28:43, time: 0.819, data_time: 0.292, memory: 13025, top1_acc: 0.2191, top5_acc: 0.4666, loss_cls: 8.5319, loss: 8.5319 2025-08-13 09:33:44,395 - pyskl - INFO - Epoch [22][200/7492] lr: 4.761e-02, eta: 5 days, 20:27:53, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2100, top5_acc: 0.4419, loss_cls: 8.5510, loss: 8.5510 2025-08-13 09:34:36,631 - pyskl - INFO - Epoch [22][300/7492] lr: 4.761e-02, eta: 5 days, 20:27:00, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2091, top5_acc: 0.4378, loss_cls: 8.6493, loss: 8.6493 2025-08-13 09:35:29,075 - pyskl - INFO - Epoch [22][400/7492] lr: 4.761e-02, eta: 5 days, 20:26:08, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2253, top5_acc: 0.4587, loss_cls: 8.6206, loss: 8.6206 2025-08-13 09:36:21,144 - pyskl - INFO - Epoch [22][500/7492] lr: 4.761e-02, eta: 5 days, 20:25:14, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.2166, top5_acc: 0.4475, loss_cls: 8.5661, loss: 8.5661 2025-08-13 09:37:13,446 - pyskl - INFO - Epoch [22][600/7492] lr: 4.760e-02, eta: 5 days, 20:24:21, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2116, top5_acc: 0.4387, loss_cls: 8.6188, loss: 8.6188 2025-08-13 09:38:05,928 - pyskl - INFO - Epoch [22][700/7492] lr: 4.760e-02, eta: 5 days, 20:23:30, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2100, top5_acc: 0.4431, loss_cls: 8.6702, loss: 8.6702 2025-08-13 09:38:58,387 - pyskl - INFO - Epoch [22][800/7492] lr: 4.760e-02, eta: 5 days, 20:22:38, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2119, top5_acc: 0.4459, loss_cls: 8.6577, loss: 8.6577 2025-08-13 09:39:50,430 - pyskl - INFO - Epoch [22][900/7492] lr: 4.759e-02, eta: 5 days, 20:21:44, time: 0.520, data_time: 0.000, memory: 13025, top1_acc: 0.2031, top5_acc: 0.4478, loss_cls: 8.5965, loss: 8.5965 2025-08-13 09:40:42,735 - pyskl - INFO - Epoch [22][1000/7492] lr: 4.759e-02, eta: 5 days, 20:20:52, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2109, top5_acc: 0.4478, loss_cls: 8.5509, loss: 8.5509 2025-08-13 09:41:34,718 - pyskl - INFO - Epoch [22][1100/7492] lr: 4.759e-02, eta: 5 days, 20:19:57, time: 0.520, data_time: 0.000, memory: 13025, top1_acc: 0.2056, top5_acc: 0.4444, loss_cls: 8.6327, loss: 8.6327 2025-08-13 09:42:27,195 - pyskl - INFO - Epoch [22][1200/7492] lr: 4.758e-02, eta: 5 days, 20:19:06, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2272, top5_acc: 0.4672, loss_cls: 8.4506, loss: 8.4506 2025-08-13 09:43:19,909 - pyskl - INFO - Epoch [22][1300/7492] lr: 4.758e-02, eta: 5 days, 20:18:16, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.1991, top5_acc: 0.4344, loss_cls: 8.6779, loss: 8.6779 2025-08-13 09:44:13,903 - pyskl - INFO - Epoch [22][1400/7492] lr: 4.758e-02, eta: 5 days, 20:17:34, time: 0.540, data_time: 0.000, memory: 13025, top1_acc: 0.2162, top5_acc: 0.4341, loss_cls: 8.6492, loss: 8.6492 2025-08-13 09:45:06,900 - pyskl - INFO - Epoch [22][1500/7492] lr: 4.758e-02, eta: 5 days, 20:16:45, time: 0.530, data_time: 0.000, memory: 13025, top1_acc: 0.2197, top5_acc: 0.4450, loss_cls: 8.5916, loss: 8.5916 2025-08-13 09:46:00,966 - pyskl - INFO - Epoch [22][1600/7492] lr: 4.757e-02, eta: 5 days, 20:16:04, time: 0.541, data_time: 0.000, memory: 13025, top1_acc: 0.1975, top5_acc: 0.4447, loss_cls: 8.6439, loss: 8.6439 2025-08-13 09:46:53,730 - pyskl - INFO - Epoch [22][1700/7492] lr: 4.757e-02, eta: 5 days, 20:15:14, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2109, top5_acc: 0.4562, loss_cls: 8.5842, loss: 8.5842 2025-08-13 09:47:46,376 - pyskl - INFO - Epoch [22][1800/7492] lr: 4.757e-02, eta: 5 days, 20:14:23, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2303, top5_acc: 0.4562, loss_cls: 8.5815, loss: 8.5815 2025-08-13 09:48:39,317 - pyskl - INFO - Epoch [22][1900/7492] lr: 4.756e-02, eta: 5 days, 20:13:35, time: 0.529, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4462, loss_cls: 8.6555, loss: 8.6555 2025-08-13 09:49:31,768 - pyskl - INFO - Epoch [22][2000/7492] lr: 4.756e-02, eta: 5 days, 20:12:43, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2141, top5_acc: 0.4537, loss_cls: 8.5346, loss: 8.5346 2025-08-13 09:50:23,649 - pyskl - INFO - Epoch [22][2100/7492] lr: 4.756e-02, eta: 5 days, 20:11:48, time: 0.519, data_time: 0.000, memory: 13025, top1_acc: 0.2178, top5_acc: 0.4434, loss_cls: 8.6382, loss: 8.6382 2025-08-13 09:51:15,944 - pyskl - INFO - Epoch [22][2200/7492] lr: 4.755e-02, eta: 5 days, 20:10:55, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2191, top5_acc: 0.4581, loss_cls: 8.5823, loss: 8.5823 2025-08-13 09:52:08,369 - pyskl - INFO - Epoch [22][2300/7492] lr: 4.755e-02, eta: 5 days, 20:10:04, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2034, top5_acc: 0.4347, loss_cls: 8.7167, loss: 8.7167 2025-08-13 09:53:00,297 - pyskl - INFO - Epoch [22][2400/7492] lr: 4.755e-02, eta: 5 days, 20:09:09, time: 0.519, data_time: 0.000, memory: 13025, top1_acc: 0.2269, top5_acc: 0.4450, loss_cls: 8.6852, loss: 8.6852 2025-08-13 09:53:53,066 - pyskl - INFO - Epoch [22][2500/7492] lr: 4.755e-02, eta: 5 days, 20:08:19, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2166, top5_acc: 0.4516, loss_cls: 8.5969, loss: 8.5969 2025-08-13 09:54:45,411 - pyskl - INFO - Epoch [22][2600/7492] lr: 4.754e-02, eta: 5 days, 20:07:27, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2194, top5_acc: 0.4356, loss_cls: 8.6477, loss: 8.6477 2025-08-13 09:55:37,648 - pyskl - INFO - Epoch [22][2700/7492] lr: 4.754e-02, eta: 5 days, 20:06:34, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.1956, top5_acc: 0.4350, loss_cls: 8.6916, loss: 8.6916 2025-08-13 09:56:30,092 - pyskl - INFO - Epoch [22][2800/7492] lr: 4.754e-02, eta: 5 days, 20:05:42, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2100, top5_acc: 0.4412, loss_cls: 8.6354, loss: 8.6354 2025-08-13 09:57:22,591 - pyskl - INFO - Epoch [22][2900/7492] lr: 4.753e-02, eta: 5 days, 20:04:51, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2028, top5_acc: 0.4491, loss_cls: 8.5944, loss: 8.5944 2025-08-13 09:58:15,017 - pyskl - INFO - Epoch [22][3000/7492] lr: 4.753e-02, eta: 5 days, 20:03:59, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2075, top5_acc: 0.4475, loss_cls: 8.5448, loss: 8.5448 2025-08-13 09:59:07,444 - pyskl - INFO - Epoch [22][3100/7492] lr: 4.753e-02, eta: 5 days, 20:03:07, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2081, top5_acc: 0.4397, loss_cls: 8.6064, loss: 8.6064 2025-08-13 09:59:59,680 - pyskl - INFO - Epoch [22][3200/7492] lr: 4.752e-02, eta: 5 days, 20:02:14, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2150, top5_acc: 0.4406, loss_cls: 8.5879, loss: 8.5879 2025-08-13 10:00:51,692 - pyskl - INFO - Epoch [22][3300/7492] lr: 4.752e-02, eta: 5 days, 20:01:20, time: 0.520, data_time: 0.000, memory: 13025, top1_acc: 0.1959, top5_acc: 0.4372, loss_cls: 8.7094, loss: 8.7094 2025-08-13 10:01:43,790 - pyskl - INFO - Epoch [22][3400/7492] lr: 4.752e-02, eta: 5 days, 20:00:26, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.2091, top5_acc: 0.4437, loss_cls: 8.6177, loss: 8.6177 2025-08-13 10:02:35,809 - pyskl - INFO - Epoch [22][3500/7492] lr: 4.752e-02, eta: 5 days, 19:59:32, time: 0.520, data_time: 0.000, memory: 13025, top1_acc: 0.2194, top5_acc: 0.4609, loss_cls: 8.5568, loss: 8.5568 2025-08-13 10:03:28,227 - pyskl - INFO - Epoch [22][3600/7492] lr: 4.751e-02, eta: 5 days, 19:58:40, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2034, top5_acc: 0.4434, loss_cls: 8.7199, loss: 8.7199 2025-08-13 10:04:20,576 - pyskl - INFO - Epoch [22][3700/7492] lr: 4.751e-02, eta: 5 days, 19:57:48, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2159, top5_acc: 0.4453, loss_cls: 8.6864, loss: 8.6864 2025-08-13 10:05:13,343 - pyskl - INFO - Epoch [22][3800/7492] lr: 4.751e-02, eta: 5 days, 19:56:58, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2188, top5_acc: 0.4509, loss_cls: 8.5848, loss: 8.5848 2025-08-13 10:06:05,521 - pyskl - INFO - Epoch [22][3900/7492] lr: 4.750e-02, eta: 5 days, 19:56:05, time: 0.522, data_time: 0.000, memory: 13025, top1_acc: 0.2031, top5_acc: 0.4297, loss_cls: 8.6907, loss: 8.6907 2025-08-13 10:06:57,928 - pyskl - INFO - Epoch [22][4000/7492] lr: 4.750e-02, eta: 5 days, 19:55:13, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2191, top5_acc: 0.4456, loss_cls: 8.5878, loss: 8.5878 2025-08-13 10:07:50,474 - pyskl - INFO - Epoch [22][4100/7492] lr: 4.750e-02, eta: 5 days, 19:54:22, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2341, top5_acc: 0.4559, loss_cls: 8.5302, loss: 8.5302 2025-08-13 10:08:42,871 - pyskl - INFO - Epoch [22][4200/7492] lr: 4.749e-02, eta: 5 days, 19:53:30, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2288, top5_acc: 0.4559, loss_cls: 8.6111, loss: 8.6111 2025-08-13 10:09:35,003 - pyskl - INFO - Epoch [22][4300/7492] lr: 4.749e-02, eta: 5 days, 19:52:36, time: 0.521, data_time: 0.000, memory: 13025, top1_acc: 0.2172, top5_acc: 0.4328, loss_cls: 8.6871, loss: 8.6871 2025-08-13 10:10:27,025 - pyskl - INFO - Epoch [22][4400/7492] lr: 4.749e-02, eta: 5 days, 19:51:42, time: 0.520, data_time: 0.000, memory: 13025, top1_acc: 0.2181, top5_acc: 0.4466, loss_cls: 8.5671, loss: 8.5671 2025-08-13 10:11:19,483 - pyskl - INFO - Epoch [22][4500/7492] lr: 4.749e-02, eta: 5 days, 19:50:50, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2119, top5_acc: 0.4412, loss_cls: 8.6774, loss: 8.6774 2025-08-13 10:12:11,783 - pyskl - INFO - Epoch [22][4600/7492] lr: 4.748e-02, eta: 5 days, 19:49:58, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2159, top5_acc: 0.4456, loss_cls: 8.6207, loss: 8.6207 2025-08-13 10:13:04,090 - pyskl - INFO - Epoch [22][4700/7492] lr: 4.748e-02, eta: 5 days, 19:49:05, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2141, top5_acc: 0.4491, loss_cls: 8.5498, loss: 8.5498 2025-08-13 10:13:56,930 - pyskl - INFO - Epoch [22][4800/7492] lr: 4.748e-02, eta: 5 days, 19:48:16, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2119, top5_acc: 0.4466, loss_cls: 8.6247, loss: 8.6247 2025-08-13 10:14:49,563 - pyskl - INFO - Epoch [22][4900/7492] lr: 4.747e-02, eta: 5 days, 19:47:26, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2022, top5_acc: 0.4409, loss_cls: 8.6244, loss: 8.6244 2025-08-13 10:15:41,872 - pyskl - INFO - Epoch [22][5000/7492] lr: 4.747e-02, eta: 5 days, 19:46:33, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.2225, top5_acc: 0.4466, loss_cls: 8.6548, loss: 8.6548 2025-08-13 10:16:34,382 - pyskl - INFO - Epoch [22][5100/7492] lr: 4.747e-02, eta: 5 days, 19:45:42, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2047, top5_acc: 0.4384, loss_cls: 8.6270, loss: 8.6270 2025-08-13 10:17:26,756 - pyskl - INFO - Epoch [22][5200/7492] lr: 4.746e-02, eta: 5 days, 19:44:50, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2116, top5_acc: 0.4338, loss_cls: 8.6944, loss: 8.6944 2025-08-13 10:18:18,667 - pyskl - INFO - Epoch [22][5300/7492] lr: 4.746e-02, eta: 5 days, 19:43:55, time: 0.519, data_time: 0.000, memory: 13025, top1_acc: 0.1994, top5_acc: 0.4459, loss_cls: 8.5930, loss: 8.5930 2025-08-13 10:19:10,925 - pyskl - INFO - Epoch [22][5400/7492] lr: 4.746e-02, eta: 5 days, 19:43:02, time: 0.523, data_time: 0.000, memory: 13025, top1_acc: 0.1994, top5_acc: 0.4359, loss_cls: 8.6608, loss: 8.6608 2025-08-13 10:20:03,373 - pyskl - INFO - Epoch [22][5500/7492] lr: 4.745e-02, eta: 5 days, 19:42:10, time: 0.524, data_time: 0.000, memory: 13025, top1_acc: 0.2172, top5_acc: 0.4572, loss_cls: 8.5844, loss: 8.5844 2025-08-13 10:20:56,093 - pyskl - INFO - Epoch [22][5600/7492] lr: 4.745e-02, eta: 5 days, 19:41:20, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2037, top5_acc: 0.4453, loss_cls: 8.6450, loss: 8.6450 2025-08-13 10:21:48,575 - pyskl - INFO - Epoch [22][5700/7492] lr: 4.745e-02, eta: 5 days, 19:40:29, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2172, top5_acc: 0.4428, loss_cls: 8.5508, loss: 8.5508 2025-08-13 10:22:41,039 - pyskl - INFO - Epoch [22][5800/7492] lr: 4.745e-02, eta: 5 days, 19:39:37, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2106, top5_acc: 0.4347, loss_cls: 8.6686, loss: 8.6686 2025-08-13 10:23:33,804 - pyskl - INFO - Epoch [22][5900/7492] lr: 4.744e-02, eta: 5 days, 19:38:47, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2269, top5_acc: 0.4553, loss_cls: 8.5298, loss: 8.5298 2025-08-13 10:24:26,539 - pyskl - INFO - Epoch [22][6000/7492] lr: 4.744e-02, eta: 5 days, 19:37:57, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2275, top5_acc: 0.4506, loss_cls: 8.5940, loss: 8.5940 2025-08-13 10:25:19,270 - pyskl - INFO - Epoch [22][6100/7492] lr: 4.744e-02, eta: 5 days, 19:37:07, time: 0.527, data_time: 0.000, memory: 13025, top1_acc: 0.2159, top5_acc: 0.4409, loss_cls: 8.6119, loss: 8.6119 2025-08-13 10:26:12,162 - pyskl - INFO - Epoch [22][6200/7492] lr: 4.743e-02, eta: 5 days, 19:36:18, time: 0.529, data_time: 0.000, memory: 13025, top1_acc: 0.2228, top5_acc: 0.4562, loss_cls: 8.5576, loss: 8.5576 2025-08-13 10:27:05,121 - pyskl - INFO - Epoch [22][6300/7492] lr: 4.743e-02, eta: 5 days, 19:35:30, time: 0.530, data_time: 0.000, memory: 13025, top1_acc: 0.2116, top5_acc: 0.4584, loss_cls: 8.5973, loss: 8.5973 2025-08-13 10:27:57,654 - pyskl - INFO - Epoch [22][6400/7492] lr: 4.743e-02, eta: 5 days, 19:34:38, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2244, top5_acc: 0.4434, loss_cls: 8.5571, loss: 8.5571 2025-08-13 10:28:50,165 - pyskl - INFO - Epoch [22][6500/7492] lr: 4.742e-02, eta: 5 days, 19:33:47, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2156, top5_acc: 0.4594, loss_cls: 8.6004, loss: 8.6004 2025-08-13 10:29:43,327 - pyskl - INFO - Epoch [22][6600/7492] lr: 4.742e-02, eta: 5 days, 19:32:59, time: 0.532, data_time: 0.000, memory: 13025, top1_acc: 0.2166, top5_acc: 0.4616, loss_cls: 8.5254, loss: 8.5254 2025-08-13 10:30:36,173 - pyskl - INFO - Epoch [22][6700/7492] lr: 4.742e-02, eta: 5 days, 19:32:10, time: 0.528, data_time: 0.000, memory: 13025, top1_acc: 0.2256, top5_acc: 0.4525, loss_cls: 8.4996, loss: 8.4996 2025-08-13 10:31:28,806 - pyskl - INFO - Epoch [22][6800/7492] lr: 4.741e-02, eta: 5 days, 19:31:19, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2225, top5_acc: 0.4566, loss_cls: 8.5227, loss: 8.5227 2025-08-13 10:32:21,377 - pyskl - INFO - Epoch [22][6900/7492] lr: 4.741e-02, eta: 5 days, 19:30:28, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2078, top5_acc: 0.4456, loss_cls: 8.6334, loss: 8.6334 2025-08-13 10:33:13,880 - pyskl - INFO - Epoch [22][7000/7492] lr: 4.741e-02, eta: 5 days, 19:29:37, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2137, top5_acc: 0.4425, loss_cls: 8.5753, loss: 8.5753 2025-08-13 10:34:06,416 - pyskl - INFO - Epoch [22][7100/7492] lr: 4.740e-02, eta: 5 days, 19:28:46, time: 0.525, data_time: 0.000, memory: 13025, top1_acc: 0.2094, top5_acc: 0.4472, loss_cls: 8.5393, loss: 8.5393 2025-08-13 10:34:59,020 - pyskl - INFO - Epoch [22][7200/7492] lr: 4.740e-02, eta: 5 days, 19:27:55, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2066, top5_acc: 0.4462, loss_cls: 8.6207, loss: 8.6207 2025-08-13 10:35:51,664 - pyskl - INFO - Epoch [22][7300/7492] lr: 4.740e-02, eta: 5 days, 19:27:05, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.1941, top5_acc: 0.4303, loss_cls: 8.7366, loss: 8.7366 2025-08-13 10:36:44,312 - pyskl - INFO - Epoch [22][7400/7492] lr: 4.740e-02, eta: 5 days, 19:26:14, time: 0.526, data_time: 0.000, memory: 13025, top1_acc: 0.2013, top5_acc: 0.4462, loss_cls: 8.6591, loss: 8.6591 2025-08-13 10:37:33,430 - pyskl - INFO - Saving checkpoint at 22 epochs 2025-08-13 10:38:26,493 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 10:38:27,232 - pyskl - INFO - top1_acc 0.1694 top5_acc 0.3832 2025-08-13 10:38:27,232 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 10:38:27,271 - pyskl - INFO - mean_acc 0.1694 2025-08-13 10:38:27,341 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_14.pth was removed 2025-08-13 10:38:28,475 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_22.pth. 2025-08-13 10:38:28,476 - pyskl - INFO - Best top1_acc is 0.1694 at 22 epoch. 2025-08-13 10:38:28,490 - pyskl - INFO - Epoch(val) [22][617] top1_acc: 0.1694, top5_acc: 0.3832, mean_class_accuracy: 0.1694 2025-08-13 10:39:50,545 - pyskl - INFO - Epoch [23][100/7492] lr: 4.739e-02, eta: 5 days, 19:22:46, time: 0.820, data_time: 0.294, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4603, loss_cls: 8.5592, loss: 8.5592 2025-08-13 10:40:42,784 - pyskl - INFO - Epoch [23][200/7492] lr: 4.739e-02, eta: 5 days, 19:21:53, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2050, top5_acc: 0.4519, loss_cls: 8.5852, loss: 8.5852 2025-08-13 10:41:35,219 - pyskl - INFO - Epoch [23][300/7492] lr: 4.738e-02, eta: 5 days, 19:21:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4637, loss_cls: 8.4975, loss: 8.4975 2025-08-13 10:42:27,803 - pyskl - INFO - Epoch [23][400/7492] lr: 4.738e-02, eta: 5 days, 19:20:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4659, loss_cls: 8.4948, loss: 8.4948 2025-08-13 10:43:20,556 - pyskl - INFO - Epoch [23][500/7492] lr: 4.738e-02, eta: 5 days, 19:19:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4619, loss_cls: 8.4043, loss: 8.4043 2025-08-13 10:44:14,011 - pyskl - INFO - Epoch [23][600/7492] lr: 4.737e-02, eta: 5 days, 19:18:35, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4550, loss_cls: 8.5639, loss: 8.5639 2025-08-13 10:45:07,354 - pyskl - INFO - Epoch [23][700/7492] lr: 4.737e-02, eta: 5 days, 19:17:49, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4375, loss_cls: 8.5977, loss: 8.5977 2025-08-13 10:45:59,472 - pyskl - INFO - Epoch [23][800/7492] lr: 4.737e-02, eta: 5 days, 19:16:55, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4537, loss_cls: 8.5397, loss: 8.5397 2025-08-13 10:46:51,506 - pyskl - INFO - Epoch [23][900/7492] lr: 4.736e-02, eta: 5 days, 19:16:01, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4412, loss_cls: 8.5514, loss: 8.5514 2025-08-13 10:47:44,015 - pyskl - INFO - Epoch [23][1000/7492] lr: 4.736e-02, eta: 5 days, 19:15:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2050, top5_acc: 0.4394, loss_cls: 8.6786, loss: 8.6786 2025-08-13 10:48:36,671 - pyskl - INFO - Epoch [23][1100/7492] lr: 4.736e-02, eta: 5 days, 19:14:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4475, loss_cls: 8.5746, loss: 8.5746 2025-08-13 10:49:28,973 - pyskl - INFO - Epoch [23][1200/7492] lr: 4.736e-02, eta: 5 days, 19:13:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2037, top5_acc: 0.4359, loss_cls: 8.6632, loss: 8.6632 2025-08-13 10:50:21,528 - pyskl - INFO - Epoch [23][1300/7492] lr: 4.735e-02, eta: 5 days, 19:12:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2116, top5_acc: 0.4553, loss_cls: 8.4981, loss: 8.4981 2025-08-13 10:51:13,903 - pyskl - INFO - Epoch [23][1400/7492] lr: 4.735e-02, eta: 5 days, 19:11:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4300, loss_cls: 8.5937, loss: 8.5937 2025-08-13 10:52:06,380 - pyskl - INFO - Epoch [23][1500/7492] lr: 4.735e-02, eta: 5 days, 19:10:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2059, top5_acc: 0.4481, loss_cls: 8.6108, loss: 8.6108 2025-08-13 10:52:59,009 - pyskl - INFO - Epoch [23][1600/7492] lr: 4.734e-02, eta: 5 days, 19:10:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4525, loss_cls: 8.5253, loss: 8.5253 2025-08-13 10:53:51,440 - pyskl - INFO - Epoch [23][1700/7492] lr: 4.734e-02, eta: 5 days, 19:09:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4516, loss_cls: 8.6165, loss: 8.6165 2025-08-13 10:54:44,152 - pyskl - INFO - Epoch [23][1800/7492] lr: 4.734e-02, eta: 5 days, 19:08:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2078, top5_acc: 0.4491, loss_cls: 8.6485, loss: 8.6485 2025-08-13 10:55:36,732 - pyskl - INFO - Epoch [23][1900/7492] lr: 4.733e-02, eta: 5 days, 19:07:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4528, loss_cls: 8.5595, loss: 8.5595 2025-08-13 10:56:29,073 - pyskl - INFO - Epoch [23][2000/7492] lr: 4.733e-02, eta: 5 days, 19:06:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4387, loss_cls: 8.6401, loss: 8.6401 2025-08-13 10:57:21,808 - pyskl - INFO - Epoch [23][2100/7492] lr: 4.733e-02, eta: 5 days, 19:05:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4356, loss_cls: 8.7367, loss: 8.7367 2025-08-13 10:58:14,508 - pyskl - INFO - Epoch [23][2200/7492] lr: 4.732e-02, eta: 5 days, 19:04:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4356, loss_cls: 8.5554, loss: 8.5554 2025-08-13 10:59:06,946 - pyskl - INFO - Epoch [23][2300/7492] lr: 4.732e-02, eta: 5 days, 19:04:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4469, loss_cls: 8.6691, loss: 8.6691 2025-08-13 10:59:59,646 - pyskl - INFO - Epoch [23][2400/7492] lr: 4.732e-02, eta: 5 days, 19:03:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4459, loss_cls: 8.6126, loss: 8.6126 2025-08-13 11:00:52,060 - pyskl - INFO - Epoch [23][2500/7492] lr: 4.731e-02, eta: 5 days, 19:02:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.1975, top5_acc: 0.4363, loss_cls: 8.7324, loss: 8.7324 2025-08-13 11:01:44,531 - pyskl - INFO - Epoch [23][2600/7492] lr: 4.731e-02, eta: 5 days, 19:01:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4428, loss_cls: 8.6321, loss: 8.6321 2025-08-13 11:02:36,827 - pyskl - INFO - Epoch [23][2700/7492] lr: 4.731e-02, eta: 5 days, 19:00:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2125, top5_acc: 0.4419, loss_cls: 8.5784, loss: 8.5784 2025-08-13 11:03:29,496 - pyskl - INFO - Epoch [23][2800/7492] lr: 4.731e-02, eta: 5 days, 18:59:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4666, loss_cls: 8.5510, loss: 8.5510 2025-08-13 11:04:22,253 - pyskl - INFO - Epoch [23][2900/7492] lr: 4.730e-02, eta: 5 days, 18:58:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2075, top5_acc: 0.4372, loss_cls: 8.6557, loss: 8.6557 2025-08-13 11:05:14,597 - pyskl - INFO - Epoch [23][3000/7492] lr: 4.730e-02, eta: 5 days, 18:58:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4522, loss_cls: 8.4799, loss: 8.4799 2025-08-13 11:06:07,182 - pyskl - INFO - Epoch [23][3100/7492] lr: 4.730e-02, eta: 5 days, 18:57:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2013, top5_acc: 0.4375, loss_cls: 8.6734, loss: 8.6734 2025-08-13 11:06:59,723 - pyskl - INFO - Epoch [23][3200/7492] lr: 4.729e-02, eta: 5 days, 18:56:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4528, loss_cls: 8.6527, loss: 8.6527 2025-08-13 11:07:52,212 - pyskl - INFO - Epoch [23][3300/7492] lr: 4.729e-02, eta: 5 days, 18:55:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4363, loss_cls: 8.6193, loss: 8.6193 2025-08-13 11:08:44,842 - pyskl - INFO - Epoch [23][3400/7492] lr: 4.729e-02, eta: 5 days, 18:54:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4509, loss_cls: 8.5499, loss: 8.5499 2025-08-13 11:09:37,672 - pyskl - INFO - Epoch [23][3500/7492] lr: 4.728e-02, eta: 5 days, 18:53:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2078, top5_acc: 0.4238, loss_cls: 8.6492, loss: 8.6492 2025-08-13 11:10:30,191 - pyskl - INFO - Epoch [23][3600/7492] lr: 4.728e-02, eta: 5 days, 18:53:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4500, loss_cls: 8.5975, loss: 8.5975 2025-08-13 11:11:22,689 - pyskl - INFO - Epoch [23][3700/7492] lr: 4.728e-02, eta: 5 days, 18:52:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2084, top5_acc: 0.4466, loss_cls: 8.6255, loss: 8.6255 2025-08-13 11:12:15,154 - pyskl - INFO - Epoch [23][3800/7492] lr: 4.727e-02, eta: 5 days, 18:51:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4503, loss_cls: 8.6379, loss: 8.6379 2025-08-13 11:13:07,568 - pyskl - INFO - Epoch [23][3900/7492] lr: 4.727e-02, eta: 5 days, 18:50:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4553, loss_cls: 8.5286, loss: 8.5286 2025-08-13 11:14:00,413 - pyskl - INFO - Epoch [23][4000/7492] lr: 4.727e-02, eta: 5 days, 18:49:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2116, top5_acc: 0.4397, loss_cls: 8.6040, loss: 8.6040 2025-08-13 11:14:53,017 - pyskl - INFO - Epoch [23][4100/7492] lr: 4.726e-02, eta: 5 days, 18:48:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4522, loss_cls: 8.6030, loss: 8.6030 2025-08-13 11:15:45,576 - pyskl - INFO - Epoch [23][4200/7492] lr: 4.726e-02, eta: 5 days, 18:47:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4531, loss_cls: 8.5853, loss: 8.5853 2025-08-13 11:16:38,133 - pyskl - INFO - Epoch [23][4300/7492] lr: 4.726e-02, eta: 5 days, 18:47:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2009, top5_acc: 0.4291, loss_cls: 8.7886, loss: 8.7886 2025-08-13 11:17:30,865 - pyskl - INFO - Epoch [23][4400/7492] lr: 4.725e-02, eta: 5 days, 18:46:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2100, top5_acc: 0.4531, loss_cls: 8.5070, loss: 8.5070 2025-08-13 11:18:23,687 - pyskl - INFO - Epoch [23][4500/7492] lr: 4.725e-02, eta: 5 days, 18:45:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2087, top5_acc: 0.4400, loss_cls: 8.5418, loss: 8.5418 2025-08-13 11:19:16,384 - pyskl - INFO - Epoch [23][4600/7492] lr: 4.725e-02, eta: 5 days, 18:44:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2009, top5_acc: 0.4234, loss_cls: 8.7307, loss: 8.7307 2025-08-13 11:20:08,632 - pyskl - INFO - Epoch [23][4700/7492] lr: 4.724e-02, eta: 5 days, 18:43:41, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4603, loss_cls: 8.5138, loss: 8.5138 2025-08-13 11:21:01,113 - pyskl - INFO - Epoch [23][4800/7492] lr: 4.724e-02, eta: 5 days, 18:42:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2069, top5_acc: 0.4497, loss_cls: 8.5602, loss: 8.5602 2025-08-13 11:21:53,689 - pyskl - INFO - Epoch [23][4900/7492] lr: 4.724e-02, eta: 5 days, 18:41:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4544, loss_cls: 8.5949, loss: 8.5949 2025-08-13 11:22:46,144 - pyskl - INFO - Epoch [23][5000/7492] lr: 4.724e-02, eta: 5 days, 18:41:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2100, top5_acc: 0.4566, loss_cls: 8.5660, loss: 8.5660 2025-08-13 11:23:38,784 - pyskl - INFO - Epoch [23][5100/7492] lr: 4.723e-02, eta: 5 days, 18:40:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4559, loss_cls: 8.6116, loss: 8.6116 2025-08-13 11:24:31,666 - pyskl - INFO - Epoch [23][5200/7492] lr: 4.723e-02, eta: 5 days, 18:39:27, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4609, loss_cls: 8.6179, loss: 8.6179 2025-08-13 11:25:24,372 - pyskl - INFO - Epoch [23][5300/7492] lr: 4.723e-02, eta: 5 days, 18:38:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4400, loss_cls: 8.6333, loss: 8.6333 2025-08-13 11:26:16,865 - pyskl - INFO - Epoch [23][5400/7492] lr: 4.722e-02, eta: 5 days, 18:37:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2009, top5_acc: 0.4359, loss_cls: 8.6760, loss: 8.6760 2025-08-13 11:27:09,563 - pyskl - INFO - Epoch [23][5500/7492] lr: 4.722e-02, eta: 5 days, 18:36:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4428, loss_cls: 8.5767, loss: 8.5767 2025-08-13 11:28:02,121 - pyskl - INFO - Epoch [23][5600/7492] lr: 4.722e-02, eta: 5 days, 18:36:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2091, top5_acc: 0.4597, loss_cls: 8.5828, loss: 8.5828 2025-08-13 11:28:54,761 - pyskl - INFO - Epoch [23][5700/7492] lr: 4.721e-02, eta: 5 days, 18:35:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2084, top5_acc: 0.4534, loss_cls: 8.5829, loss: 8.5829 2025-08-13 11:29:47,399 - pyskl - INFO - Epoch [23][5800/7492] lr: 4.721e-02, eta: 5 days, 18:34:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2094, top5_acc: 0.4541, loss_cls: 8.6079, loss: 8.6079 2025-08-13 11:30:39,859 - pyskl - INFO - Epoch [23][5900/7492] lr: 4.721e-02, eta: 5 days, 18:33:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4456, loss_cls: 8.5414, loss: 8.5414 2025-08-13 11:31:32,733 - pyskl - INFO - Epoch [23][6000/7492] lr: 4.720e-02, eta: 5 days, 18:32:41, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4522, loss_cls: 8.6294, loss: 8.6294 2025-08-13 11:32:25,480 - pyskl - INFO - Epoch [23][6100/7492] lr: 4.720e-02, eta: 5 days, 18:31:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4600, loss_cls: 8.4594, loss: 8.4594 2025-08-13 11:33:18,282 - pyskl - INFO - Epoch [23][6200/7492] lr: 4.720e-02, eta: 5 days, 18:31:01, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4500, loss_cls: 8.5299, loss: 8.5299 2025-08-13 11:34:11,074 - pyskl - INFO - Epoch [23][6300/7492] lr: 4.719e-02, eta: 5 days, 18:30:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4553, loss_cls: 8.5653, loss: 8.5653 2025-08-13 11:35:04,121 - pyskl - INFO - Epoch [23][6400/7492] lr: 4.719e-02, eta: 5 days, 18:29:23, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4459, loss_cls: 8.6442, loss: 8.6442 2025-08-13 11:35:56,795 - pyskl - INFO - Epoch [23][6500/7492] lr: 4.719e-02, eta: 5 days, 18:28:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4534, loss_cls: 8.5360, loss: 8.5360 2025-08-13 11:36:49,478 - pyskl - INFO - Epoch [23][6600/7492] lr: 4.718e-02, eta: 5 days, 18:27:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4603, loss_cls: 8.5456, loss: 8.5456 2025-08-13 11:37:42,430 - pyskl - INFO - Epoch [23][6700/7492] lr: 4.718e-02, eta: 5 days, 18:26:53, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4428, loss_cls: 8.5805, loss: 8.5805 2025-08-13 11:38:35,237 - pyskl - INFO - Epoch [23][6800/7492] lr: 4.718e-02, eta: 5 days, 18:26:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4500, loss_cls: 8.6242, loss: 8.6242 2025-08-13 11:39:27,701 - pyskl - INFO - Epoch [23][6900/7492] lr: 4.717e-02, eta: 5 days, 18:25:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2091, top5_acc: 0.4397, loss_cls: 8.7130, loss: 8.7130 2025-08-13 11:40:20,150 - pyskl - INFO - Epoch [23][7000/7492] lr: 4.717e-02, eta: 5 days, 18:24:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4409, loss_cls: 8.6199, loss: 8.6199 2025-08-13 11:41:12,734 - pyskl - INFO - Epoch [23][7100/7492] lr: 4.717e-02, eta: 5 days, 18:23:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2066, top5_acc: 0.4462, loss_cls: 8.6194, loss: 8.6194 2025-08-13 11:42:05,174 - pyskl - INFO - Epoch [23][7200/7492] lr: 4.716e-02, eta: 5 days, 18:22:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2041, top5_acc: 0.4416, loss_cls: 8.6481, loss: 8.6481 2025-08-13 11:42:58,045 - pyskl - INFO - Epoch [23][7300/7492] lr: 4.716e-02, eta: 5 days, 18:21:48, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4437, loss_cls: 8.5901, loss: 8.5901 2025-08-13 11:43:50,791 - pyskl - INFO - Epoch [23][7400/7492] lr: 4.716e-02, eta: 5 days, 18:20:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4462, loss_cls: 8.6272, loss: 8.6272 2025-08-13 11:44:40,315 - pyskl - INFO - Saving checkpoint at 23 epochs 2025-08-13 11:45:36,676 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 11:45:37,414 - pyskl - INFO - top1_acc 0.1513 top5_acc 0.3474 2025-08-13 11:45:37,414 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 11:45:37,455 - pyskl - INFO - mean_acc 0.1513 2025-08-13 11:45:37,469 - pyskl - INFO - Epoch(val) [23][617] top1_acc: 0.1513, top5_acc: 0.3474, mean_class_accuracy: 0.1513 2025-08-13 11:46:59,155 - pyskl - INFO - Epoch [24][100/7492] lr: 4.715e-02, eta: 5 days, 18:17:34, time: 0.817, data_time: 0.294, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4556, loss_cls: 8.4332, loss: 8.4332 2025-08-13 11:47:51,799 - pyskl - INFO - Epoch [24][200/7492] lr: 4.715e-02, eta: 5 days, 18:16:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4500, loss_cls: 8.6133, loss: 8.6133 2025-08-13 11:48:43,862 - pyskl - INFO - Epoch [24][300/7492] lr: 4.715e-02, eta: 5 days, 18:15:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2103, top5_acc: 0.4397, loss_cls: 8.6499, loss: 8.6499 2025-08-13 11:49:36,149 - pyskl - INFO - Epoch [24][400/7492] lr: 4.714e-02, eta: 5 days, 18:14:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2112, top5_acc: 0.4491, loss_cls: 8.5840, loss: 8.5840 2025-08-13 11:50:28,454 - pyskl - INFO - Epoch [24][500/7492] lr: 4.714e-02, eta: 5 days, 18:14:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4525, loss_cls: 8.5870, loss: 8.5870 2025-08-13 11:51:21,012 - pyskl - INFO - Epoch [24][600/7492] lr: 4.714e-02, eta: 5 days, 18:13:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4691, loss_cls: 8.4359, loss: 8.4359 2025-08-13 11:52:13,490 - pyskl - INFO - Epoch [24][700/7492] lr: 4.713e-02, eta: 5 days, 18:12:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2125, top5_acc: 0.4506, loss_cls: 8.6210, loss: 8.6210 2025-08-13 11:53:05,859 - pyskl - INFO - Epoch [24][800/7492] lr: 4.713e-02, eta: 5 days, 18:11:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4550, loss_cls: 8.5181, loss: 8.5181 2025-08-13 11:53:58,452 - pyskl - INFO - Epoch [24][900/7492] lr: 4.713e-02, eta: 5 days, 18:10:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4459, loss_cls: 8.5568, loss: 8.5568 2025-08-13 11:54:50,862 - pyskl - INFO - Epoch [24][1000/7492] lr: 4.712e-02, eta: 5 days, 18:09:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4575, loss_cls: 8.5359, loss: 8.5359 2025-08-13 11:55:43,276 - pyskl - INFO - Epoch [24][1100/7492] lr: 4.712e-02, eta: 5 days, 18:08:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2059, top5_acc: 0.4484, loss_cls: 8.5842, loss: 8.5842 2025-08-13 11:56:35,975 - pyskl - INFO - Epoch [24][1200/7492] lr: 4.712e-02, eta: 5 days, 18:08:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2116, top5_acc: 0.4437, loss_cls: 8.6751, loss: 8.6751 2025-08-13 11:57:28,631 - pyskl - INFO - Epoch [24][1300/7492] lr: 4.711e-02, eta: 5 days, 18:07:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4631, loss_cls: 8.5426, loss: 8.5426 2025-08-13 11:58:21,237 - pyskl - INFO - Epoch [24][1400/7492] lr: 4.711e-02, eta: 5 days, 18:06:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4512, loss_cls: 8.5333, loss: 8.5333 2025-08-13 11:59:13,623 - pyskl - INFO - Epoch [24][1500/7492] lr: 4.711e-02, eta: 5 days, 18:05:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4528, loss_cls: 8.5677, loss: 8.5677 2025-08-13 12:00:06,015 - pyskl - INFO - Epoch [24][1600/7492] lr: 4.710e-02, eta: 5 days, 18:04:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4566, loss_cls: 8.5294, loss: 8.5294 2025-08-13 12:00:58,579 - pyskl - INFO - Epoch [24][1700/7492] lr: 4.710e-02, eta: 5 days, 18:03:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2125, top5_acc: 0.4319, loss_cls: 8.6718, loss: 8.6718 2025-08-13 12:01:50,920 - pyskl - INFO - Epoch [24][1800/7492] lr: 4.710e-02, eta: 5 days, 18:02:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4441, loss_cls: 8.5101, loss: 8.5101 2025-08-13 12:02:43,307 - pyskl - INFO - Epoch [24][1900/7492] lr: 4.709e-02, eta: 5 days, 18:02:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4419, loss_cls: 8.6234, loss: 8.6234 2025-08-13 12:03:35,805 - pyskl - INFO - Epoch [24][2000/7492] lr: 4.709e-02, eta: 5 days, 18:01:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4688, loss_cls: 8.5202, loss: 8.5202 2025-08-13 12:04:28,287 - pyskl - INFO - Epoch [24][2100/7492] lr: 4.709e-02, eta: 5 days, 18:00:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4600, loss_cls: 8.5233, loss: 8.5233 2025-08-13 12:05:21,036 - pyskl - INFO - Epoch [24][2200/7492] lr: 4.708e-02, eta: 5 days, 17:59:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4544, loss_cls: 8.5673, loss: 8.5673 2025-08-13 12:06:13,597 - pyskl - INFO - Epoch [24][2300/7492] lr: 4.708e-02, eta: 5 days, 17:58:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4512, loss_cls: 8.6627, loss: 8.6627 2025-08-13 12:07:06,189 - pyskl - INFO - Epoch [24][2400/7492] lr: 4.708e-02, eta: 5 days, 17:57:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2069, top5_acc: 0.4391, loss_cls: 8.6182, loss: 8.6182 2025-08-13 12:07:58,511 - pyskl - INFO - Epoch [24][2500/7492] lr: 4.707e-02, eta: 5 days, 17:56:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4569, loss_cls: 8.5953, loss: 8.5953 2025-08-13 12:08:50,974 - pyskl - INFO - Epoch [24][2600/7492] lr: 4.707e-02, eta: 5 days, 17:56:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4572, loss_cls: 8.5109, loss: 8.5109 2025-08-13 12:09:43,517 - pyskl - INFO - Epoch [24][2700/7492] lr: 4.707e-02, eta: 5 days, 17:55:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4409, loss_cls: 8.5576, loss: 8.5576 2025-08-13 12:10:36,261 - pyskl - INFO - Epoch [24][2800/7492] lr: 4.706e-02, eta: 5 days, 17:54:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2100, top5_acc: 0.4478, loss_cls: 8.6262, loss: 8.6262 2025-08-13 12:11:28,932 - pyskl - INFO - Epoch [24][2900/7492] lr: 4.706e-02, eta: 5 days, 17:53:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2022, top5_acc: 0.4409, loss_cls: 8.6446, loss: 8.6446 2025-08-13 12:12:21,534 - pyskl - INFO - Epoch [24][3000/7492] lr: 4.706e-02, eta: 5 days, 17:52:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2116, top5_acc: 0.4506, loss_cls: 8.5571, loss: 8.5571 2025-08-13 12:13:14,077 - pyskl - INFO - Epoch [24][3100/7492] lr: 4.705e-02, eta: 5 days, 17:51:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4634, loss_cls: 8.5161, loss: 8.5161 2025-08-13 12:14:07,444 - pyskl - INFO - Epoch [24][3200/7492] lr: 4.705e-02, eta: 5 days, 17:51:04, time: 0.534, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4528, loss_cls: 8.5707, loss: 8.5707 2025-08-13 12:14:59,973 - pyskl - INFO - Epoch [24][3300/7492] lr: 4.705e-02, eta: 5 days, 17:50:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2047, top5_acc: 0.4247, loss_cls: 8.6402, loss: 8.6402 2025-08-13 12:15:52,632 - pyskl - INFO - Epoch [24][3400/7492] lr: 4.704e-02, eta: 5 days, 17:49:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4662, loss_cls: 8.5005, loss: 8.5005 2025-08-13 12:16:45,250 - pyskl - INFO - Epoch [24][3500/7492] lr: 4.704e-02, eta: 5 days, 17:48:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4441, loss_cls: 8.5986, loss: 8.5986 2025-08-13 12:17:37,265 - pyskl - INFO - Epoch [24][3600/7492] lr: 4.704e-02, eta: 5 days, 17:47:37, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.1956, top5_acc: 0.4213, loss_cls: 8.7295, loss: 8.7295 2025-08-13 12:18:29,681 - pyskl - INFO - Epoch [24][3700/7492] lr: 4.703e-02, eta: 5 days, 17:46:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2044, top5_acc: 0.4322, loss_cls: 8.6840, loss: 8.6840 2025-08-13 12:19:22,063 - pyskl - INFO - Epoch [24][3800/7492] lr: 4.703e-02, eta: 5 days, 17:45:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4500, loss_cls: 8.5959, loss: 8.5959 2025-08-13 12:20:14,589 - pyskl - INFO - Epoch [24][3900/7492] lr: 4.703e-02, eta: 5 days, 17:45:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4550, loss_cls: 8.5590, loss: 8.5590 2025-08-13 12:21:07,256 - pyskl - INFO - Epoch [24][4000/7492] lr: 4.702e-02, eta: 5 days, 17:44:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4512, loss_cls: 8.5908, loss: 8.5908 2025-08-13 12:21:59,626 - pyskl - INFO - Epoch [24][4100/7492] lr: 4.702e-02, eta: 5 days, 17:43:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.1988, top5_acc: 0.4437, loss_cls: 8.6784, loss: 8.6784 2025-08-13 12:22:52,068 - pyskl - INFO - Epoch [24][4200/7492] lr: 4.702e-02, eta: 5 days, 17:42:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2056, top5_acc: 0.4447, loss_cls: 8.6159, loss: 8.6159 2025-08-13 12:23:44,198 - pyskl - INFO - Epoch [24][4300/7492] lr: 4.701e-02, eta: 5 days, 17:41:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4422, loss_cls: 8.6623, loss: 8.6623 2025-08-13 12:24:36,660 - pyskl - INFO - Epoch [24][4400/7492] lr: 4.701e-02, eta: 5 days, 17:40:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4609, loss_cls: 8.5510, loss: 8.5510 2025-08-13 12:25:29,109 - pyskl - INFO - Epoch [24][4500/7492] lr: 4.701e-02, eta: 5 days, 17:39:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2003, top5_acc: 0.4372, loss_cls: 8.6820, loss: 8.6820 2025-08-13 12:26:21,459 - pyskl - INFO - Epoch [24][4600/7492] lr: 4.700e-02, eta: 5 days, 17:38:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4459, loss_cls: 8.5564, loss: 8.5564 2025-08-13 12:27:14,190 - pyskl - INFO - Epoch [24][4700/7492] lr: 4.700e-02, eta: 5 days, 17:38:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4537, loss_cls: 8.5572, loss: 8.5572 2025-08-13 12:28:06,654 - pyskl - INFO - Epoch [24][4800/7492] lr: 4.700e-02, eta: 5 days, 17:37:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4378, loss_cls: 8.5834, loss: 8.5834 2025-08-13 12:28:59,138 - pyskl - INFO - Epoch [24][4900/7492] lr: 4.699e-02, eta: 5 days, 17:36:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4581, loss_cls: 8.5222, loss: 8.5222 2025-08-13 12:29:51,755 - pyskl - INFO - Epoch [24][5000/7492] lr: 4.699e-02, eta: 5 days, 17:35:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4456, loss_cls: 8.6654, loss: 8.6654 2025-08-13 12:30:44,263 - pyskl - INFO - Epoch [24][5100/7492] lr: 4.699e-02, eta: 5 days, 17:34:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4553, loss_cls: 8.5588, loss: 8.5588 2025-08-13 12:31:36,561 - pyskl - INFO - Epoch [24][5200/7492] lr: 4.698e-02, eta: 5 days, 17:33:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4519, loss_cls: 8.5420, loss: 8.5420 2025-08-13 12:32:29,236 - pyskl - INFO - Epoch [24][5300/7492] lr: 4.698e-02, eta: 5 days, 17:33:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4612, loss_cls: 8.5253, loss: 8.5253 2025-08-13 12:33:21,745 - pyskl - INFO - Epoch [24][5400/7492] lr: 4.698e-02, eta: 5 days, 17:32:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4466, loss_cls: 8.5904, loss: 8.5904 2025-08-13 12:34:14,216 - pyskl - INFO - Epoch [24][5500/7492] lr: 4.697e-02, eta: 5 days, 17:31:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4537, loss_cls: 8.4937, loss: 8.4937 2025-08-13 12:35:06,805 - pyskl - INFO - Epoch [24][5600/7492] lr: 4.697e-02, eta: 5 days, 17:30:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2034, top5_acc: 0.4459, loss_cls: 8.6146, loss: 8.6146 2025-08-13 12:35:59,587 - pyskl - INFO - Epoch [24][5700/7492] lr: 4.697e-02, eta: 5 days, 17:29:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2041, top5_acc: 0.4453, loss_cls: 8.6391, loss: 8.6391 2025-08-13 12:36:52,177 - pyskl - INFO - Epoch [24][5800/7492] lr: 4.696e-02, eta: 5 days, 17:28:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4441, loss_cls: 8.5162, loss: 8.5162 2025-08-13 12:37:44,893 - pyskl - INFO - Epoch [24][5900/7492] lr: 4.696e-02, eta: 5 days, 17:27:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4444, loss_cls: 8.5586, loss: 8.5586 2025-08-13 12:38:37,547 - pyskl - INFO - Epoch [24][6000/7492] lr: 4.696e-02, eta: 5 days, 17:27:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4387, loss_cls: 8.6623, loss: 8.6623 2025-08-13 12:39:30,515 - pyskl - INFO - Epoch [24][6100/7492] lr: 4.695e-02, eta: 5 days, 17:26:15, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2078, top5_acc: 0.4322, loss_cls: 8.7047, loss: 8.7047 2025-08-13 12:40:23,302 - pyskl - INFO - Epoch [24][6200/7492] lr: 4.695e-02, eta: 5 days, 17:25:25, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2094, top5_acc: 0.4406, loss_cls: 8.4964, loss: 8.4964 2025-08-13 12:41:16,203 - pyskl - INFO - Epoch [24][6300/7492] lr: 4.695e-02, eta: 5 days, 17:24:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4506, loss_cls: 8.5379, loss: 8.5379 2025-08-13 12:42:08,596 - pyskl - INFO - Epoch [24][6400/7492] lr: 4.694e-02, eta: 5 days, 17:23:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2100, top5_acc: 0.4425, loss_cls: 8.6303, loss: 8.6303 2025-08-13 12:43:01,115 - pyskl - INFO - Epoch [24][6500/7492] lr: 4.694e-02, eta: 5 days, 17:22:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4487, loss_cls: 8.5653, loss: 8.5653 2025-08-13 12:43:53,605 - pyskl - INFO - Epoch [24][6600/7492] lr: 4.694e-02, eta: 5 days, 17:22:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4547, loss_cls: 8.5271, loss: 8.5271 2025-08-13 12:44:46,098 - pyskl - INFO - Epoch [24][6700/7492] lr: 4.693e-02, eta: 5 days, 17:21:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2069, top5_acc: 0.4428, loss_cls: 8.6440, loss: 8.6440 2025-08-13 12:45:38,628 - pyskl - INFO - Epoch [24][6800/7492] lr: 4.693e-02, eta: 5 days, 17:20:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4528, loss_cls: 8.5684, loss: 8.5684 2025-08-13 12:46:30,988 - pyskl - INFO - Epoch [24][6900/7492] lr: 4.693e-02, eta: 5 days, 17:19:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4600, loss_cls: 8.4761, loss: 8.4761 2025-08-13 12:47:23,380 - pyskl - INFO - Epoch [24][7000/7492] lr: 4.692e-02, eta: 5 days, 17:18:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2100, top5_acc: 0.4338, loss_cls: 8.5948, loss: 8.5948 2025-08-13 12:48:15,882 - pyskl - INFO - Epoch [24][7100/7492] lr: 4.692e-02, eta: 5 days, 17:17:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4509, loss_cls: 8.5793, loss: 8.5793 2025-08-13 12:49:08,712 - pyskl - INFO - Epoch [24][7200/7492] lr: 4.692e-02, eta: 5 days, 17:16:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4528, loss_cls: 8.6214, loss: 8.6214 2025-08-13 12:50:01,492 - pyskl - INFO - Epoch [24][7300/7492] lr: 4.691e-02, eta: 5 days, 17:16:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4597, loss_cls: 8.5437, loss: 8.5437 2025-08-13 12:50:54,086 - pyskl - INFO - Epoch [24][7400/7492] lr: 4.691e-02, eta: 5 days, 17:15:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4366, loss_cls: 8.6514, loss: 8.6514 2025-08-13 12:51:43,155 - pyskl - INFO - Saving checkpoint at 24 epochs 2025-08-13 12:52:34,375 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 12:52:35,117 - pyskl - INFO - top1_acc 0.1809 top5_acc 0.3896 2025-08-13 12:52:35,117 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 12:52:35,168 - pyskl - INFO - mean_acc 0.1807 2025-08-13 12:52:35,243 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_22.pth was removed 2025-08-13 12:52:36,368 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_24.pth. 2025-08-13 12:52:36,369 - pyskl - INFO - Best top1_acc is 0.1809 at 24 epoch. 2025-08-13 12:52:36,385 - pyskl - INFO - Epoch(val) [24][617] top1_acc: 0.1809, top5_acc: 0.3896, mean_class_accuracy: 0.1807 2025-08-13 12:53:58,377 - pyskl - INFO - Epoch [25][100/7492] lr: 4.690e-02, eta: 5 days, 17:11:54, time: 0.820, data_time: 0.295, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4738, loss_cls: 8.4370, loss: 8.4370 2025-08-13 12:54:50,942 - pyskl - INFO - Epoch [25][200/7492] lr: 4.690e-02, eta: 5 days, 17:11:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4603, loss_cls: 8.5265, loss: 8.5265 2025-08-13 12:55:43,526 - pyskl - INFO - Epoch [25][300/7492] lr: 4.690e-02, eta: 5 days, 17:10:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4659, loss_cls: 8.4825, loss: 8.4825 2025-08-13 12:56:36,104 - pyskl - INFO - Epoch [25][400/7492] lr: 4.689e-02, eta: 5 days, 17:09:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4534, loss_cls: 8.5806, loss: 8.5806 2025-08-13 12:57:28,433 - pyskl - INFO - Epoch [25][500/7492] lr: 4.689e-02, eta: 5 days, 17:08:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4584, loss_cls: 8.5183, loss: 8.5183 2025-08-13 12:58:21,045 - pyskl - INFO - Epoch [25][600/7492] lr: 4.689e-02, eta: 5 days, 17:07:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4544, loss_cls: 8.5947, loss: 8.5947 2025-08-13 12:59:13,498 - pyskl - INFO - Epoch [25][700/7492] lr: 4.688e-02, eta: 5 days, 17:06:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4475, loss_cls: 8.6050, loss: 8.6050 2025-08-13 13:00:06,031 - pyskl - INFO - Epoch [25][800/7492] lr: 4.688e-02, eta: 5 days, 17:05:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4428, loss_cls: 8.6503, loss: 8.6503 2025-08-13 13:00:58,415 - pyskl - INFO - Epoch [25][900/7492] lr: 4.688e-02, eta: 5 days, 17:05:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4509, loss_cls: 8.4945, loss: 8.4945 2025-08-13 13:01:50,839 - pyskl - INFO - Epoch [25][1000/7492] lr: 4.687e-02, eta: 5 days, 17:04:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4750, loss_cls: 8.4356, loss: 8.4356 2025-08-13 13:02:43,164 - pyskl - INFO - Epoch [25][1100/7492] lr: 4.687e-02, eta: 5 days, 17:03:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4566, loss_cls: 8.5386, loss: 8.5386 2025-08-13 13:03:35,739 - pyskl - INFO - Epoch [25][1200/7492] lr: 4.687e-02, eta: 5 days, 17:02:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4678, loss_cls: 8.5154, loss: 8.5154 2025-08-13 13:04:28,621 - pyskl - INFO - Epoch [25][1300/7492] lr: 4.686e-02, eta: 5 days, 17:01:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4403, loss_cls: 8.6413, loss: 8.6413 2025-08-13 13:05:21,138 - pyskl - INFO - Epoch [25][1400/7492] lr: 4.686e-02, eta: 5 days, 17:00:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2084, top5_acc: 0.4519, loss_cls: 8.5780, loss: 8.5780 2025-08-13 13:06:13,672 - pyskl - INFO - Epoch [25][1500/7492] lr: 4.686e-02, eta: 5 days, 16:59:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4500, loss_cls: 8.5663, loss: 8.5663 2025-08-13 13:07:06,157 - pyskl - INFO - Epoch [25][1600/7492] lr: 4.685e-02, eta: 5 days, 16:59:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2125, top5_acc: 0.4459, loss_cls: 8.5381, loss: 8.5381 2025-08-13 13:07:59,120 - pyskl - INFO - Epoch [25][1700/7492] lr: 4.685e-02, eta: 5 days, 16:58:15, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4688, loss_cls: 8.4756, loss: 8.4756 2025-08-13 13:08:51,707 - pyskl - INFO - Epoch [25][1800/7492] lr: 4.685e-02, eta: 5 days, 16:57:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2016, top5_acc: 0.4450, loss_cls: 8.6094, loss: 8.6094 2025-08-13 13:09:44,443 - pyskl - INFO - Epoch [25][1900/7492] lr: 4.684e-02, eta: 5 days, 16:56:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4491, loss_cls: 8.5875, loss: 8.5875 2025-08-13 13:10:36,876 - pyskl - INFO - Epoch [25][2000/7492] lr: 4.684e-02, eta: 5 days, 16:55:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4384, loss_cls: 8.5950, loss: 8.5950 2025-08-13 13:11:29,293 - pyskl - INFO - Epoch [25][2100/7492] lr: 4.684e-02, eta: 5 days, 16:54:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4497, loss_cls: 8.5553, loss: 8.5553 2025-08-13 13:12:22,002 - pyskl - INFO - Epoch [25][2200/7492] lr: 4.683e-02, eta: 5 days, 16:53:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4416, loss_cls: 8.6624, loss: 8.6624 2025-08-13 13:13:14,771 - pyskl - INFO - Epoch [25][2300/7492] lr: 4.683e-02, eta: 5 days, 16:53:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4609, loss_cls: 8.4900, loss: 8.4900 2025-08-13 13:14:07,469 - pyskl - INFO - Epoch [25][2400/7492] lr: 4.683e-02, eta: 5 days, 16:52:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4591, loss_cls: 8.5592, loss: 8.5592 2025-08-13 13:14:59,944 - pyskl - INFO - Epoch [25][2500/7492] lr: 4.682e-02, eta: 5 days, 16:51:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4475, loss_cls: 8.5724, loss: 8.5724 2025-08-13 13:15:52,395 - pyskl - INFO - Epoch [25][2600/7492] lr: 4.682e-02, eta: 5 days, 16:50:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2069, top5_acc: 0.4456, loss_cls: 8.6398, loss: 8.6398 2025-08-13 13:16:44,858 - pyskl - INFO - Epoch [25][2700/7492] lr: 4.682e-02, eta: 5 days, 16:49:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2053, top5_acc: 0.4378, loss_cls: 8.6523, loss: 8.6523 2025-08-13 13:17:37,662 - pyskl - INFO - Epoch [25][2800/7492] lr: 4.681e-02, eta: 5 days, 16:48:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4431, loss_cls: 8.6677, loss: 8.6677 2025-08-13 13:18:30,214 - pyskl - INFO - Epoch [25][2900/7492] lr: 4.681e-02, eta: 5 days, 16:48:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4359, loss_cls: 8.6584, loss: 8.6584 2025-08-13 13:19:22,784 - pyskl - INFO - Epoch [25][3000/7492] lr: 4.681e-02, eta: 5 days, 16:47:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4469, loss_cls: 8.5780, loss: 8.5780 2025-08-13 13:20:15,358 - pyskl - INFO - Epoch [25][3100/7492] lr: 4.680e-02, eta: 5 days, 16:46:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2091, top5_acc: 0.4359, loss_cls: 8.6614, loss: 8.6614 2025-08-13 13:21:07,798 - pyskl - INFO - Epoch [25][3200/7492] lr: 4.680e-02, eta: 5 days, 16:45:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4428, loss_cls: 8.5949, loss: 8.5949 2025-08-13 13:22:00,117 - pyskl - INFO - Epoch [25][3300/7492] lr: 4.680e-02, eta: 5 days, 16:44:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4525, loss_cls: 8.6597, loss: 8.6597 2025-08-13 13:22:52,550 - pyskl - INFO - Epoch [25][3400/7492] lr: 4.679e-02, eta: 5 days, 16:43:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2075, top5_acc: 0.4497, loss_cls: 8.5588, loss: 8.5588 2025-08-13 13:23:45,302 - pyskl - INFO - Epoch [25][3500/7492] lr: 4.679e-02, eta: 5 days, 16:42:55, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4684, loss_cls: 8.5130, loss: 8.5130 2025-08-13 13:24:37,939 - pyskl - INFO - Epoch [25][3600/7492] lr: 4.679e-02, eta: 5 days, 16:42:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4497, loss_cls: 8.6175, loss: 8.6175 2025-08-13 13:25:30,289 - pyskl - INFO - Epoch [25][3700/7492] lr: 4.678e-02, eta: 5 days, 16:41:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4594, loss_cls: 8.5399, loss: 8.5399 2025-08-13 13:26:22,621 - pyskl - INFO - Epoch [25][3800/7492] lr: 4.678e-02, eta: 5 days, 16:40:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2050, top5_acc: 0.4447, loss_cls: 8.5872, loss: 8.5872 2025-08-13 13:27:15,993 - pyskl - INFO - Epoch [25][3900/7492] lr: 4.678e-02, eta: 5 days, 16:39:32, time: 0.534, data_time: 0.000, memory: 13026, top1_acc: 0.2066, top5_acc: 0.4409, loss_cls: 8.6424, loss: 8.6424 2025-08-13 13:28:08,621 - pyskl - INFO - Epoch [25][4000/7492] lr: 4.677e-02, eta: 5 days, 16:38:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2044, top5_acc: 0.4522, loss_cls: 8.6124, loss: 8.6124 2025-08-13 13:29:01,229 - pyskl - INFO - Epoch [25][4100/7492] lr: 4.677e-02, eta: 5 days, 16:37:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4647, loss_cls: 8.5041, loss: 8.5041 2025-08-13 13:29:53,769 - pyskl - INFO - Epoch [25][4200/7492] lr: 4.676e-02, eta: 5 days, 16:36:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4475, loss_cls: 8.5582, loss: 8.5582 2025-08-13 13:30:46,231 - pyskl - INFO - Epoch [25][4300/7492] lr: 4.676e-02, eta: 5 days, 16:36:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2075, top5_acc: 0.4291, loss_cls: 8.6438, loss: 8.6438 2025-08-13 13:31:38,797 - pyskl - INFO - Epoch [25][4400/7492] lr: 4.676e-02, eta: 5 days, 16:35:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4650, loss_cls: 8.5139, loss: 8.5139 2025-08-13 13:32:31,388 - pyskl - INFO - Epoch [25][4500/7492] lr: 4.675e-02, eta: 5 days, 16:34:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2103, top5_acc: 0.4431, loss_cls: 8.6303, loss: 8.6303 2025-08-13 13:33:24,266 - pyskl - INFO - Epoch [25][4600/7492] lr: 4.675e-02, eta: 5 days, 16:33:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4437, loss_cls: 8.5083, loss: 8.5083 2025-08-13 13:34:16,838 - pyskl - INFO - Epoch [25][4700/7492] lr: 4.675e-02, eta: 5 days, 16:32:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4528, loss_cls: 8.5569, loss: 8.5569 2025-08-13 13:35:09,620 - pyskl - INFO - Epoch [25][4800/7492] lr: 4.674e-02, eta: 5 days, 16:31:55, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.1963, top5_acc: 0.4387, loss_cls: 8.6957, loss: 8.6957 2025-08-13 13:36:02,187 - pyskl - INFO - Epoch [25][4900/7492] lr: 4.674e-02, eta: 5 days, 16:31:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4659, loss_cls: 8.5015, loss: 8.5015 2025-08-13 13:36:55,117 - pyskl - INFO - Epoch [25][5000/7492] lr: 4.674e-02, eta: 5 days, 16:30:14, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4459, loss_cls: 8.5825, loss: 8.5825 2025-08-13 13:37:47,695 - pyskl - INFO - Epoch [25][5100/7492] lr: 4.673e-02, eta: 5 days, 16:29:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2100, top5_acc: 0.4537, loss_cls: 8.6796, loss: 8.6796 2025-08-13 13:38:40,363 - pyskl - INFO - Epoch [25][5200/7492] lr: 4.673e-02, eta: 5 days, 16:28:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2109, top5_acc: 0.4556, loss_cls: 8.6186, loss: 8.6186 2025-08-13 13:39:32,826 - pyskl - INFO - Epoch [25][5300/7492] lr: 4.673e-02, eta: 5 days, 16:27:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2066, top5_acc: 0.4444, loss_cls: 8.6081, loss: 8.6081 2025-08-13 13:40:25,293 - pyskl - INFO - Epoch [25][5400/7492] lr: 4.672e-02, eta: 5 days, 16:26:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4591, loss_cls: 8.4810, loss: 8.4810 2025-08-13 13:41:17,622 - pyskl - INFO - Epoch [25][5500/7492] lr: 4.672e-02, eta: 5 days, 16:25:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.1919, top5_acc: 0.4256, loss_cls: 8.6875, loss: 8.6875 2025-08-13 13:42:09,905 - pyskl - INFO - Epoch [25][5600/7492] lr: 4.672e-02, eta: 5 days, 16:25:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2072, top5_acc: 0.4537, loss_cls: 8.6334, loss: 8.6334 2025-08-13 13:43:02,589 - pyskl - INFO - Epoch [25][5700/7492] lr: 4.671e-02, eta: 5 days, 16:24:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4709, loss_cls: 8.4562, loss: 8.4562 2025-08-13 13:43:55,162 - pyskl - INFO - Epoch [25][5800/7492] lr: 4.671e-02, eta: 5 days, 16:23:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4559, loss_cls: 8.5283, loss: 8.5283 2025-08-13 13:44:47,798 - pyskl - INFO - Epoch [25][5900/7492] lr: 4.671e-02, eta: 5 days, 16:22:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4472, loss_cls: 8.5359, loss: 8.5359 2025-08-13 13:45:40,485 - pyskl - INFO - Epoch [25][6000/7492] lr: 4.670e-02, eta: 5 days, 16:21:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4469, loss_cls: 8.5634, loss: 8.5634 2025-08-13 13:46:33,574 - pyskl - INFO - Epoch [25][6100/7492] lr: 4.670e-02, eta: 5 days, 16:20:52, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4600, loss_cls: 8.5430, loss: 8.5430 2025-08-13 13:47:26,386 - pyskl - INFO - Epoch [25][6200/7492] lr: 4.670e-02, eta: 5 days, 16:20:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2112, top5_acc: 0.4400, loss_cls: 8.6499, loss: 8.6499 2025-08-13 13:48:19,001 - pyskl - INFO - Epoch [25][6300/7492] lr: 4.669e-02, eta: 5 days, 16:19:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4569, loss_cls: 8.5592, loss: 8.5592 2025-08-13 13:49:11,616 - pyskl - INFO - Epoch [25][6400/7492] lr: 4.669e-02, eta: 5 days, 16:18:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4569, loss_cls: 8.6017, loss: 8.6017 2025-08-13 13:50:04,171 - pyskl - INFO - Epoch [25][6500/7492] lr: 4.669e-02, eta: 5 days, 16:17:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2031, top5_acc: 0.4425, loss_cls: 8.5971, loss: 8.5971 2025-08-13 13:50:56,729 - pyskl - INFO - Epoch [25][6600/7492] lr: 4.668e-02, eta: 5 days, 16:16:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4466, loss_cls: 8.6626, loss: 8.6626 2025-08-13 13:51:49,396 - pyskl - INFO - Epoch [25][6700/7492] lr: 4.668e-02, eta: 5 days, 16:15:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2041, top5_acc: 0.4453, loss_cls: 8.6247, loss: 8.6247 2025-08-13 13:52:41,947 - pyskl - INFO - Epoch [25][6800/7492] lr: 4.667e-02, eta: 5 days, 16:14:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4444, loss_cls: 8.6054, loss: 8.6054 2025-08-13 13:53:34,501 - pyskl - INFO - Epoch [25][6900/7492] lr: 4.667e-02, eta: 5 days, 16:14:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4666, loss_cls: 8.5276, loss: 8.5276 2025-08-13 13:54:27,062 - pyskl - INFO - Epoch [25][7000/7492] lr: 4.667e-02, eta: 5 days, 16:13:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2037, top5_acc: 0.4353, loss_cls: 8.7010, loss: 8.7010 2025-08-13 13:55:19,503 - pyskl - INFO - Epoch [25][7100/7492] lr: 4.666e-02, eta: 5 days, 16:12:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4478, loss_cls: 8.6080, loss: 8.6080 2025-08-13 13:56:12,269 - pyskl - INFO - Epoch [25][7200/7492] lr: 4.666e-02, eta: 5 days, 16:11:32, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4487, loss_cls: 8.5327, loss: 8.5327 2025-08-13 13:57:04,769 - pyskl - INFO - Epoch [25][7300/7492] lr: 4.666e-02, eta: 5 days, 16:10:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4528, loss_cls: 8.5719, loss: 8.5719 2025-08-13 13:57:57,317 - pyskl - INFO - Epoch [25][7400/7492] lr: 4.665e-02, eta: 5 days, 16:09:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2075, top5_acc: 0.4403, loss_cls: 8.6556, loss: 8.6556 2025-08-13 13:58:46,607 - pyskl - INFO - Saving checkpoint at 25 epochs 2025-08-13 13:59:42,990 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 13:59:43,723 - pyskl - INFO - top1_acc 0.1737 top5_acc 0.3861 2025-08-13 13:59:43,724 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 13:59:43,762 - pyskl - INFO - mean_acc 0.1737 2025-08-13 13:59:43,776 - pyskl - INFO - Epoch(val) [25][617] top1_acc: 0.1737, top5_acc: 0.3861, mean_class_accuracy: 0.1737 2025-08-13 14:01:04,695 - pyskl - INFO - Epoch [26][100/7492] lr: 4.665e-02, eta: 5 days, 16:06:31, time: 0.809, data_time: 0.289, memory: 13026, top1_acc: 0.2087, top5_acc: 0.4547, loss_cls: 8.5943, loss: 8.5943 2025-08-13 14:01:57,021 - pyskl - INFO - Epoch [26][200/7492] lr: 4.664e-02, eta: 5 days, 16:05:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4634, loss_cls: 8.5337, loss: 8.5337 2025-08-13 14:02:49,622 - pyskl - INFO - Epoch [26][300/7492] lr: 4.664e-02, eta: 5 days, 16:04:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4506, loss_cls: 8.5583, loss: 8.5583 2025-08-13 14:03:41,667 - pyskl - INFO - Epoch [26][400/7492] lr: 4.664e-02, eta: 5 days, 16:03:54, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2062, top5_acc: 0.4631, loss_cls: 8.5419, loss: 8.5419 2025-08-13 14:04:34,003 - pyskl - INFO - Epoch [26][500/7492] lr: 4.663e-02, eta: 5 days, 16:03:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4578, loss_cls: 8.4954, loss: 8.4954 2025-08-13 14:05:26,677 - pyskl - INFO - Epoch [26][600/7492] lr: 4.663e-02, eta: 5 days, 16:02:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4587, loss_cls: 8.5333, loss: 8.5333 2025-08-13 14:06:19,122 - pyskl - INFO - Epoch [26][700/7492] lr: 4.663e-02, eta: 5 days, 16:01:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4516, loss_cls: 8.5351, loss: 8.5351 2025-08-13 14:07:11,524 - pyskl - INFO - Epoch [26][800/7492] lr: 4.662e-02, eta: 5 days, 16:00:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4522, loss_cls: 8.5640, loss: 8.5640 2025-08-13 14:08:03,941 - pyskl - INFO - Epoch [26][900/7492] lr: 4.662e-02, eta: 5 days, 15:59:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2084, top5_acc: 0.4537, loss_cls: 8.6360, loss: 8.6360 2025-08-13 14:08:56,453 - pyskl - INFO - Epoch [26][1000/7492] lr: 4.662e-02, eta: 5 days, 15:58:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.1997, top5_acc: 0.4447, loss_cls: 8.5375, loss: 8.5375 2025-08-13 14:09:48,868 - pyskl - INFO - Epoch [26][1100/7492] lr: 4.661e-02, eta: 5 days, 15:57:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4569, loss_cls: 8.4774, loss: 8.4774 2025-08-13 14:10:41,222 - pyskl - INFO - Epoch [26][1200/7492] lr: 4.661e-02, eta: 5 days, 15:57:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4572, loss_cls: 8.4872, loss: 8.4872 2025-08-13 14:11:33,538 - pyskl - INFO - Epoch [26][1300/7492] lr: 4.661e-02, eta: 5 days, 15:56:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4691, loss_cls: 8.4817, loss: 8.4817 2025-08-13 14:12:26,464 - pyskl - INFO - Epoch [26][1400/7492] lr: 4.660e-02, eta: 5 days, 15:55:18, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4572, loss_cls: 8.6207, loss: 8.6207 2025-08-13 14:13:19,694 - pyskl - INFO - Epoch [26][1500/7492] lr: 4.660e-02, eta: 5 days, 15:54:30, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4497, loss_cls: 8.5231, loss: 8.5231 2025-08-13 14:14:12,263 - pyskl - INFO - Epoch [26][1600/7492] lr: 4.659e-02, eta: 5 days, 15:53:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4581, loss_cls: 8.5072, loss: 8.5072 2025-08-13 14:15:05,017 - pyskl - INFO - Epoch [26][1700/7492] lr: 4.659e-02, eta: 5 days, 15:52:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4528, loss_cls: 8.6165, loss: 8.6165 2025-08-13 14:15:57,593 - pyskl - INFO - Epoch [26][1800/7492] lr: 4.659e-02, eta: 5 days, 15:51:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4491, loss_cls: 8.5439, loss: 8.5439 2025-08-13 14:16:50,221 - pyskl - INFO - Epoch [26][1900/7492] lr: 4.658e-02, eta: 5 days, 15:51:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4462, loss_cls: 8.5898, loss: 8.5898 2025-08-13 14:17:42,804 - pyskl - INFO - Epoch [26][2000/7492] lr: 4.658e-02, eta: 5 days, 15:50:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2100, top5_acc: 0.4512, loss_cls: 8.5979, loss: 8.5979 2025-08-13 14:18:35,276 - pyskl - INFO - Epoch [26][2100/7492] lr: 4.658e-02, eta: 5 days, 15:49:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2097, top5_acc: 0.4509, loss_cls: 8.5986, loss: 8.5986 2025-08-13 14:19:27,813 - pyskl - INFO - Epoch [26][2200/7492] lr: 4.657e-02, eta: 5 days, 15:48:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4487, loss_cls: 8.5941, loss: 8.5941 2025-08-13 14:20:20,166 - pyskl - INFO - Epoch [26][2300/7492] lr: 4.657e-02, eta: 5 days, 15:47:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4491, loss_cls: 8.5360, loss: 8.5360 2025-08-13 14:21:12,877 - pyskl - INFO - Epoch [26][2400/7492] lr: 4.657e-02, eta: 5 days, 15:46:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4587, loss_cls: 8.5801, loss: 8.5801 2025-08-13 14:22:05,756 - pyskl - INFO - Epoch [26][2500/7492] lr: 4.656e-02, eta: 5 days, 15:46:00, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4516, loss_cls: 8.5609, loss: 8.5609 2025-08-13 14:22:58,189 - pyskl - INFO - Epoch [26][2600/7492] lr: 4.656e-02, eta: 5 days, 15:45:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2097, top5_acc: 0.4550, loss_cls: 8.5186, loss: 8.5186 2025-08-13 14:23:50,589 - pyskl - INFO - Epoch [26][2700/7492] lr: 4.656e-02, eta: 5 days, 15:44:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4691, loss_cls: 8.4792, loss: 8.4792 2025-08-13 14:24:43,577 - pyskl - INFO - Epoch [26][2800/7492] lr: 4.655e-02, eta: 5 days, 15:43:27, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4756, loss_cls: 8.4255, loss: 8.4255 2025-08-13 14:25:36,118 - pyskl - INFO - Epoch [26][2900/7492] lr: 4.655e-02, eta: 5 days, 15:42:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4444, loss_cls: 8.5406, loss: 8.5406 2025-08-13 14:26:28,523 - pyskl - INFO - Epoch [26][3000/7492] lr: 4.655e-02, eta: 5 days, 15:41:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4456, loss_cls: 8.6682, loss: 8.6682 2025-08-13 14:27:21,125 - pyskl - INFO - Epoch [26][3100/7492] lr: 4.654e-02, eta: 5 days, 15:40:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4569, loss_cls: 8.5640, loss: 8.5640 2025-08-13 14:28:13,792 - pyskl - INFO - Epoch [26][3200/7492] lr: 4.654e-02, eta: 5 days, 15:40:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4462, loss_cls: 8.6845, loss: 8.6845 2025-08-13 14:29:06,433 - pyskl - INFO - Epoch [26][3300/7492] lr: 4.653e-02, eta: 5 days, 15:39:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4703, loss_cls: 8.4437, loss: 8.4437 2025-08-13 14:29:59,006 - pyskl - INFO - Epoch [26][3400/7492] lr: 4.653e-02, eta: 5 days, 15:38:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4481, loss_cls: 8.5449, loss: 8.5449 2025-08-13 14:30:51,583 - pyskl - INFO - Epoch [26][3500/7492] lr: 4.653e-02, eta: 5 days, 15:37:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4597, loss_cls: 8.5134, loss: 8.5134 2025-08-13 14:31:44,304 - pyskl - INFO - Epoch [26][3600/7492] lr: 4.652e-02, eta: 5 days, 15:36:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4609, loss_cls: 8.5910, loss: 8.5910 2025-08-13 14:32:36,784 - pyskl - INFO - Epoch [26][3700/7492] lr: 4.652e-02, eta: 5 days, 15:35:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4441, loss_cls: 8.5751, loss: 8.5751 2025-08-13 14:33:29,032 - pyskl - INFO - Epoch [26][3800/7492] lr: 4.652e-02, eta: 5 days, 15:34:55, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4369, loss_cls: 8.6040, loss: 8.6040 2025-08-13 14:34:21,521 - pyskl - INFO - Epoch [26][3900/7492] lr: 4.651e-02, eta: 5 days, 15:34:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4559, loss_cls: 8.5542, loss: 8.5542 2025-08-13 14:35:14,069 - pyskl - INFO - Epoch [26][4000/7492] lr: 4.651e-02, eta: 5 days, 15:33:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2059, top5_acc: 0.4412, loss_cls: 8.5895, loss: 8.5895 2025-08-13 14:36:06,666 - pyskl - INFO - Epoch [26][4100/7492] lr: 4.651e-02, eta: 5 days, 15:32:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4487, loss_cls: 8.5620, loss: 8.5620 2025-08-13 14:36:59,363 - pyskl - INFO - Epoch [26][4200/7492] lr: 4.650e-02, eta: 5 days, 15:31:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4494, loss_cls: 8.5432, loss: 8.5432 2025-08-13 14:37:51,628 - pyskl - INFO - Epoch [26][4300/7492] lr: 4.650e-02, eta: 5 days, 15:30:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4609, loss_cls: 8.5694, loss: 8.5694 2025-08-13 14:38:44,312 - pyskl - INFO - Epoch [26][4400/7492] lr: 4.650e-02, eta: 5 days, 15:29:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4612, loss_cls: 8.4668, loss: 8.4668 2025-08-13 14:39:36,824 - pyskl - INFO - Epoch [26][4500/7492] lr: 4.649e-02, eta: 5 days, 15:28:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2084, top5_acc: 0.4506, loss_cls: 8.5943, loss: 8.5943 2025-08-13 14:40:29,422 - pyskl - INFO - Epoch [26][4600/7492] lr: 4.649e-02, eta: 5 days, 15:28:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4622, loss_cls: 8.5223, loss: 8.5223 2025-08-13 14:41:22,015 - pyskl - INFO - Epoch [26][4700/7492] lr: 4.648e-02, eta: 5 days, 15:27:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4506, loss_cls: 8.5718, loss: 8.5718 2025-08-13 14:42:14,301 - pyskl - INFO - Epoch [26][4800/7492] lr: 4.648e-02, eta: 5 days, 15:26:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2078, top5_acc: 0.4572, loss_cls: 8.5646, loss: 8.5646 2025-08-13 14:43:06,824 - pyskl - INFO - Epoch [26][4900/7492] lr: 4.648e-02, eta: 5 days, 15:25:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4537, loss_cls: 8.6131, loss: 8.6131 2025-08-13 14:43:59,393 - pyskl - INFO - Epoch [26][5000/7492] lr: 4.647e-02, eta: 5 days, 15:24:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4453, loss_cls: 8.6512, loss: 8.6512 2025-08-13 14:44:52,296 - pyskl - INFO - Epoch [26][5100/7492] lr: 4.647e-02, eta: 5 days, 15:23:49, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4516, loss_cls: 8.5410, loss: 8.5410 2025-08-13 14:45:44,666 - pyskl - INFO - Epoch [26][5200/7492] lr: 4.647e-02, eta: 5 days, 15:22:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2109, top5_acc: 0.4453, loss_cls: 8.5857, loss: 8.5857 2025-08-13 14:46:37,077 - pyskl - INFO - Epoch [26][5300/7492] lr: 4.646e-02, eta: 5 days, 15:22:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2044, top5_acc: 0.4391, loss_cls: 8.6298, loss: 8.6298 2025-08-13 14:47:29,585 - pyskl - INFO - Epoch [26][5400/7492] lr: 4.646e-02, eta: 5 days, 15:21:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4547, loss_cls: 8.5977, loss: 8.5977 2025-08-13 14:48:22,000 - pyskl - INFO - Epoch [26][5500/7492] lr: 4.646e-02, eta: 5 days, 15:20:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4497, loss_cls: 8.5782, loss: 8.5782 2025-08-13 14:49:14,549 - pyskl - INFO - Epoch [26][5600/7492] lr: 4.645e-02, eta: 5 days, 15:19:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4569, loss_cls: 8.5121, loss: 8.5121 2025-08-13 14:50:07,321 - pyskl - INFO - Epoch [26][5700/7492] lr: 4.645e-02, eta: 5 days, 15:18:40, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4703, loss_cls: 8.4539, loss: 8.4539 2025-08-13 14:51:00,146 - pyskl - INFO - Epoch [26][5800/7492] lr: 4.645e-02, eta: 5 days, 15:17:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2009, top5_acc: 0.4472, loss_cls: 8.5349, loss: 8.5349 2025-08-13 14:51:52,922 - pyskl - INFO - Epoch [26][5900/7492] lr: 4.644e-02, eta: 5 days, 15:16:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4553, loss_cls: 8.5519, loss: 8.5519 2025-08-13 14:52:45,761 - pyskl - INFO - Epoch [26][6000/7492] lr: 4.644e-02, eta: 5 days, 15:16:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4344, loss_cls: 8.5848, loss: 8.5848 2025-08-13 14:53:38,676 - pyskl - INFO - Epoch [26][6100/7492] lr: 4.643e-02, eta: 5 days, 15:15:20, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4741, loss_cls: 8.5228, loss: 8.5228 2025-08-13 14:54:31,382 - pyskl - INFO - Epoch [26][6200/7492] lr: 4.643e-02, eta: 5 days, 15:14:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4612, loss_cls: 8.5883, loss: 8.5883 2025-08-13 14:55:23,851 - pyskl - INFO - Epoch [26][6300/7492] lr: 4.643e-02, eta: 5 days, 15:13:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2097, top5_acc: 0.4578, loss_cls: 8.6156, loss: 8.6156 2025-08-13 14:56:16,297 - pyskl - INFO - Epoch [26][6400/7492] lr: 4.642e-02, eta: 5 days, 15:12:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4453, loss_cls: 8.5667, loss: 8.5667 2025-08-13 14:57:08,787 - pyskl - INFO - Epoch [26][6500/7492] lr: 4.642e-02, eta: 5 days, 15:11:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4409, loss_cls: 8.6527, loss: 8.6527 2025-08-13 14:58:01,224 - pyskl - INFO - Epoch [26][6600/7492] lr: 4.642e-02, eta: 5 days, 15:11:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4519, loss_cls: 8.5251, loss: 8.5251 2025-08-13 14:58:53,727 - pyskl - INFO - Epoch [26][6700/7492] lr: 4.641e-02, eta: 5 days, 15:10:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4412, loss_cls: 8.6516, loss: 8.6516 2025-08-13 14:59:46,558 - pyskl - INFO - Epoch [26][6800/7492] lr: 4.641e-02, eta: 5 days, 15:09:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4594, loss_cls: 8.4924, loss: 8.4924 2025-08-13 15:00:39,119 - pyskl - INFO - Epoch [26][6900/7492] lr: 4.641e-02, eta: 5 days, 15:08:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2078, top5_acc: 0.4356, loss_cls: 8.6815, loss: 8.6815 2025-08-13 15:01:31,588 - pyskl - INFO - Epoch [26][7000/7492] lr: 4.640e-02, eta: 5 days, 15:07:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4456, loss_cls: 8.5715, loss: 8.5715 2025-08-13 15:02:24,073 - pyskl - INFO - Epoch [26][7100/7492] lr: 4.640e-02, eta: 5 days, 15:06:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4609, loss_cls: 8.4359, loss: 8.4359 2025-08-13 15:03:16,854 - pyskl - INFO - Epoch [26][7200/7492] lr: 4.639e-02, eta: 5 days, 15:05:56, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4191, loss_cls: 8.6455, loss: 8.6455 2025-08-13 15:04:09,388 - pyskl - INFO - Epoch [26][7300/7492] lr: 4.639e-02, eta: 5 days, 15:05:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4525, loss_cls: 8.6103, loss: 8.6103 2025-08-13 15:05:01,874 - pyskl - INFO - Epoch [26][7400/7492] lr: 4.639e-02, eta: 5 days, 15:04:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4644, loss_cls: 8.5195, loss: 8.5195 2025-08-13 15:05:51,357 - pyskl - INFO - Saving checkpoint at 26 epochs 2025-08-13 15:06:46,289 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 15:06:47,032 - pyskl - INFO - top1_acc 0.1651 top5_acc 0.3749 2025-08-13 15:06:47,032 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 15:06:47,071 - pyskl - INFO - mean_acc 0.1650 2025-08-13 15:06:47,096 - pyskl - INFO - Epoch(val) [26][617] top1_acc: 0.1651, top5_acc: 0.3749, mean_class_accuracy: 0.1650 2025-08-13 15:08:09,093 - pyskl - INFO - Epoch [27][100/7492] lr: 4.638e-02, eta: 5 days, 15:01:04, time: 0.820, data_time: 0.292, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4541, loss_cls: 8.4819, loss: 8.4819 2025-08-13 15:09:01,403 - pyskl - INFO - Epoch [27][200/7492] lr: 4.638e-02, eta: 5 days, 15:00:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4541, loss_cls: 8.5864, loss: 8.5864 2025-08-13 15:09:53,878 - pyskl - INFO - Epoch [27][300/7492] lr: 4.637e-02, eta: 5 days, 14:59:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4600, loss_cls: 8.4868, loss: 8.4868 2025-08-13 15:10:46,287 - pyskl - INFO - Epoch [27][400/7492] lr: 4.637e-02, eta: 5 days, 14:58:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4669, loss_cls: 8.4534, loss: 8.4534 2025-08-13 15:11:38,607 - pyskl - INFO - Epoch [27][500/7492] lr: 4.637e-02, eta: 5 days, 14:57:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2112, top5_acc: 0.4566, loss_cls: 8.5257, loss: 8.5257 2025-08-13 15:12:31,192 - pyskl - INFO - Epoch [27][600/7492] lr: 4.636e-02, eta: 5 days, 14:56:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4694, loss_cls: 8.3939, loss: 8.3939 2025-08-13 15:13:23,425 - pyskl - INFO - Epoch [27][700/7492] lr: 4.636e-02, eta: 5 days, 14:55:52, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4522, loss_cls: 8.5260, loss: 8.5260 2025-08-13 15:14:16,455 - pyskl - INFO - Epoch [27][800/7492] lr: 4.636e-02, eta: 5 days, 14:55:03, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4609, loss_cls: 8.4576, loss: 8.4576 2025-08-13 15:15:08,518 - pyskl - INFO - Epoch [27][900/7492] lr: 4.635e-02, eta: 5 days, 14:54:10, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4694, loss_cls: 8.4364, loss: 8.4364 2025-08-13 15:16:00,519 - pyskl - INFO - Epoch [27][1000/7492] lr: 4.635e-02, eta: 5 days, 14:53:16, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4409, loss_cls: 8.5761, loss: 8.5761 2025-08-13 15:16:52,797 - pyskl - INFO - Epoch [27][1100/7492] lr: 4.634e-02, eta: 5 days, 14:52:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4691, loss_cls: 8.5587, loss: 8.5587 2025-08-13 15:17:44,783 - pyskl - INFO - Epoch [27][1200/7492] lr: 4.634e-02, eta: 5 days, 14:51:29, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4516, loss_cls: 8.5774, loss: 8.5774 2025-08-13 15:18:37,146 - pyskl - INFO - Epoch [27][1300/7492] lr: 4.634e-02, eta: 5 days, 14:50:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4594, loss_cls: 8.4506, loss: 8.4506 2025-08-13 15:19:29,571 - pyskl - INFO - Epoch [27][1400/7492] lr: 4.633e-02, eta: 5 days, 14:49:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4622, loss_cls: 8.5370, loss: 8.5370 2025-08-13 15:20:21,837 - pyskl - INFO - Epoch [27][1500/7492] lr: 4.633e-02, eta: 5 days, 14:48:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2087, top5_acc: 0.4428, loss_cls: 8.6033, loss: 8.6033 2025-08-13 15:21:14,110 - pyskl - INFO - Epoch [27][1600/7492] lr: 4.633e-02, eta: 5 days, 14:48:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4541, loss_cls: 8.4731, loss: 8.4731 2025-08-13 15:22:06,861 - pyskl - INFO - Epoch [27][1700/7492] lr: 4.632e-02, eta: 5 days, 14:47:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4384, loss_cls: 8.6372, loss: 8.6372 2025-08-13 15:22:59,212 - pyskl - INFO - Epoch [27][1800/7492] lr: 4.632e-02, eta: 5 days, 14:46:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4503, loss_cls: 8.6379, loss: 8.6379 2025-08-13 15:23:51,743 - pyskl - INFO - Epoch [27][1900/7492] lr: 4.632e-02, eta: 5 days, 14:45:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4634, loss_cls: 8.5828, loss: 8.5828 2025-08-13 15:24:43,964 - pyskl - INFO - Epoch [27][2000/7492] lr: 4.631e-02, eta: 5 days, 14:44:33, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2056, top5_acc: 0.4391, loss_cls: 8.6439, loss: 8.6439 2025-08-13 15:25:36,164 - pyskl - INFO - Epoch [27][2100/7492] lr: 4.631e-02, eta: 5 days, 14:43:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4616, loss_cls: 8.5302, loss: 8.5302 2025-08-13 15:26:28,543 - pyskl - INFO - Epoch [27][2200/7492] lr: 4.630e-02, eta: 5 days, 14:42:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4475, loss_cls: 8.5858, loss: 8.5858 2025-08-13 15:27:21,082 - pyskl - INFO - Epoch [27][2300/7492] lr: 4.630e-02, eta: 5 days, 14:41:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4522, loss_cls: 8.5741, loss: 8.5741 2025-08-13 15:28:13,236 - pyskl - INFO - Epoch [27][2400/7492] lr: 4.630e-02, eta: 5 days, 14:41:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4459, loss_cls: 8.6399, loss: 8.6399 2025-08-13 15:29:05,623 - pyskl - INFO - Epoch [27][2500/7492] lr: 4.629e-02, eta: 5 days, 14:40:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4544, loss_cls: 8.5541, loss: 8.5541 2025-08-13 15:29:58,305 - pyskl - INFO - Epoch [27][2600/7492] lr: 4.629e-02, eta: 5 days, 14:39:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2016, top5_acc: 0.4475, loss_cls: 8.5420, loss: 8.5420 2025-08-13 15:30:50,812 - pyskl - INFO - Epoch [27][2700/7492] lr: 4.629e-02, eta: 5 days, 14:38:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4387, loss_cls: 8.5896, loss: 8.5896 2025-08-13 15:31:43,499 - pyskl - INFO - Epoch [27][2800/7492] lr: 4.628e-02, eta: 5 days, 14:37:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4666, loss_cls: 8.4717, loss: 8.4717 2025-08-13 15:32:35,998 - pyskl - INFO - Epoch [27][2900/7492] lr: 4.628e-02, eta: 5 days, 14:36:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4481, loss_cls: 8.6028, loss: 8.6028 2025-08-13 15:33:28,129 - pyskl - INFO - Epoch [27][3000/7492] lr: 4.627e-02, eta: 5 days, 14:35:54, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4616, loss_cls: 8.4677, loss: 8.4677 2025-08-13 15:34:20,558 - pyskl - INFO - Epoch [27][3100/7492] lr: 4.627e-02, eta: 5 days, 14:35:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4441, loss_cls: 8.5978, loss: 8.5978 2025-08-13 15:35:12,750 - pyskl - INFO - Epoch [27][3200/7492] lr: 4.627e-02, eta: 5 days, 14:34:09, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4591, loss_cls: 8.4945, loss: 8.4945 2025-08-13 15:36:05,315 - pyskl - INFO - Epoch [27][3300/7492] lr: 4.626e-02, eta: 5 days, 14:33:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4478, loss_cls: 8.6606, loss: 8.6606 2025-08-13 15:36:58,046 - pyskl - INFO - Epoch [27][3400/7492] lr: 4.626e-02, eta: 5 days, 14:32:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4631, loss_cls: 8.4905, loss: 8.4905 2025-08-13 15:37:50,333 - pyskl - INFO - Epoch [27][3500/7492] lr: 4.626e-02, eta: 5 days, 14:31:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2112, top5_acc: 0.4566, loss_cls: 8.5415, loss: 8.5415 2025-08-13 15:38:42,931 - pyskl - INFO - Epoch [27][3600/7492] lr: 4.625e-02, eta: 5 days, 14:30:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4606, loss_cls: 8.6046, loss: 8.6046 2025-08-13 15:39:35,503 - pyskl - INFO - Epoch [27][3700/7492] lr: 4.625e-02, eta: 5 days, 14:29:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4575, loss_cls: 8.5365, loss: 8.5365 2025-08-13 15:40:28,319 - pyskl - INFO - Epoch [27][3800/7492] lr: 4.625e-02, eta: 5 days, 14:29:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4556, loss_cls: 8.5887, loss: 8.5887 2025-08-13 15:41:21,087 - pyskl - INFO - Epoch [27][3900/7492] lr: 4.624e-02, eta: 5 days, 14:28:13, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4391, loss_cls: 8.5686, loss: 8.5686 2025-08-13 15:42:13,471 - pyskl - INFO - Epoch [27][4000/7492] lr: 4.624e-02, eta: 5 days, 14:27:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4578, loss_cls: 8.5577, loss: 8.5577 2025-08-13 15:43:05,735 - pyskl - INFO - Epoch [27][4100/7492] lr: 4.623e-02, eta: 5 days, 14:26:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4672, loss_cls: 8.4920, loss: 8.4920 2025-08-13 15:43:58,150 - pyskl - INFO - Epoch [27][4200/7492] lr: 4.623e-02, eta: 5 days, 14:25:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4366, loss_cls: 8.6159, loss: 8.6159 2025-08-13 15:44:50,698 - pyskl - INFO - Epoch [27][4300/7492] lr: 4.623e-02, eta: 5 days, 14:24:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4544, loss_cls: 8.5360, loss: 8.5360 2025-08-13 15:45:43,019 - pyskl - INFO - Epoch [27][4400/7492] lr: 4.622e-02, eta: 5 days, 14:23:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4569, loss_cls: 8.4085, loss: 8.4085 2025-08-13 15:46:35,415 - pyskl - INFO - Epoch [27][4500/7492] lr: 4.622e-02, eta: 5 days, 14:23:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2044, top5_acc: 0.4506, loss_cls: 8.5936, loss: 8.5936 2025-08-13 15:47:27,734 - pyskl - INFO - Epoch [27][4600/7492] lr: 4.622e-02, eta: 5 days, 14:22:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2019, top5_acc: 0.4366, loss_cls: 8.5724, loss: 8.5724 2025-08-13 15:48:20,436 - pyskl - INFO - Epoch [27][4700/7492] lr: 4.621e-02, eta: 5 days, 14:21:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2097, top5_acc: 0.4469, loss_cls: 8.5824, loss: 8.5824 2025-08-13 15:49:12,903 - pyskl - INFO - Epoch [27][4800/7492] lr: 4.621e-02, eta: 5 days, 14:20:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4422, loss_cls: 8.5853, loss: 8.5853 2025-08-13 15:50:05,524 - pyskl - INFO - Epoch [27][4900/7492] lr: 4.620e-02, eta: 5 days, 14:19:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4481, loss_cls: 8.5479, loss: 8.5479 2025-08-13 15:50:58,318 - pyskl - INFO - Epoch [27][5000/7492] lr: 4.620e-02, eta: 5 days, 14:18:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4531, loss_cls: 8.5569, loss: 8.5569 2025-08-13 15:51:50,591 - pyskl - INFO - Epoch [27][5100/7492] lr: 4.620e-02, eta: 5 days, 14:17:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4519, loss_cls: 8.6366, loss: 8.6366 2025-08-13 15:52:43,081 - pyskl - INFO - Epoch [27][5200/7492] lr: 4.619e-02, eta: 5 days, 14:17:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4422, loss_cls: 8.6723, loss: 8.6723 2025-08-13 15:53:35,514 - pyskl - INFO - Epoch [27][5300/7492] lr: 4.619e-02, eta: 5 days, 14:16:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4666, loss_cls: 8.5937, loss: 8.5937 2025-08-13 15:54:27,867 - pyskl - INFO - Epoch [27][5400/7492] lr: 4.619e-02, eta: 5 days, 14:15:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4553, loss_cls: 8.5473, loss: 8.5473 2025-08-13 15:55:20,729 - pyskl - INFO - Epoch [27][5500/7492] lr: 4.618e-02, eta: 5 days, 14:14:26, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4528, loss_cls: 8.5843, loss: 8.5843 2025-08-13 15:56:13,486 - pyskl - INFO - Epoch [27][5600/7492] lr: 4.618e-02, eta: 5 days, 14:13:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4412, loss_cls: 8.6825, loss: 8.6825 2025-08-13 15:57:06,410 - pyskl - INFO - Epoch [27][5700/7492] lr: 4.618e-02, eta: 5 days, 14:12:46, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4597, loss_cls: 8.5424, loss: 8.5424 2025-08-13 15:57:59,683 - pyskl - INFO - Epoch [27][5800/7492] lr: 4.617e-02, eta: 5 days, 14:11:58, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4528, loss_cls: 8.5712, loss: 8.5712 2025-08-13 15:58:52,216 - pyskl - INFO - Epoch [27][5900/7492] lr: 4.617e-02, eta: 5 days, 14:11:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4437, loss_cls: 8.5568, loss: 8.5568 2025-08-13 15:59:44,964 - pyskl - INFO - Epoch [27][6000/7492] lr: 4.616e-02, eta: 5 days, 14:10:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4469, loss_cls: 8.6039, loss: 8.6039 2025-08-13 16:00:37,778 - pyskl - INFO - Epoch [27][6100/7492] lr: 4.616e-02, eta: 5 days, 14:09:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4597, loss_cls: 8.5060, loss: 8.5060 2025-08-13 16:01:30,384 - pyskl - INFO - Epoch [27][6200/7492] lr: 4.616e-02, eta: 5 days, 14:08:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2103, top5_acc: 0.4416, loss_cls: 8.5950, loss: 8.5950 2025-08-13 16:02:22,857 - pyskl - INFO - Epoch [27][6300/7492] lr: 4.615e-02, eta: 5 days, 14:07:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4516, loss_cls: 8.5274, loss: 8.5274 2025-08-13 16:03:15,476 - pyskl - INFO - Epoch [27][6400/7492] lr: 4.615e-02, eta: 5 days, 14:06:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4403, loss_cls: 8.6213, loss: 8.6213 2025-08-13 16:04:07,882 - pyskl - INFO - Epoch [27][6500/7492] lr: 4.615e-02, eta: 5 days, 14:06:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4622, loss_cls: 8.5871, loss: 8.5871 2025-08-13 16:05:00,435 - pyskl - INFO - Epoch [27][6600/7492] lr: 4.614e-02, eta: 5 days, 14:05:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4562, loss_cls: 8.5313, loss: 8.5313 2025-08-13 16:05:53,145 - pyskl - INFO - Epoch [27][6700/7492] lr: 4.614e-02, eta: 5 days, 14:04:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4547, loss_cls: 8.5243, loss: 8.5243 2025-08-13 16:06:45,590 - pyskl - INFO - Epoch [27][6800/7492] lr: 4.613e-02, eta: 5 days, 14:03:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4503, loss_cls: 8.5416, loss: 8.5416 2025-08-13 16:07:38,482 - pyskl - INFO - Epoch [27][6900/7492] lr: 4.613e-02, eta: 5 days, 14:02:37, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2056, top5_acc: 0.4541, loss_cls: 8.7000, loss: 8.7000 2025-08-13 16:08:31,230 - pyskl - INFO - Epoch [27][7000/7492] lr: 4.613e-02, eta: 5 days, 14:01:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4656, loss_cls: 8.4171, loss: 8.4171 2025-08-13 16:09:23,764 - pyskl - INFO - Epoch [27][7100/7492] lr: 4.612e-02, eta: 5 days, 14:00:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4478, loss_cls: 8.5383, loss: 8.5383 2025-08-13 16:10:16,395 - pyskl - INFO - Epoch [27][7200/7492] lr: 4.612e-02, eta: 5 days, 14:00:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2050, top5_acc: 0.4447, loss_cls: 8.6186, loss: 8.6186 2025-08-13 16:11:09,021 - pyskl - INFO - Epoch [27][7300/7492] lr: 4.612e-02, eta: 5 days, 13:59:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4603, loss_cls: 8.5116, loss: 8.5116 2025-08-13 16:12:01,890 - pyskl - INFO - Epoch [27][7400/7492] lr: 4.611e-02, eta: 5 days, 13:58:23, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4531, loss_cls: 8.5845, loss: 8.5845 2025-08-13 16:12:51,159 - pyskl - INFO - Saving checkpoint at 27 epochs 2025-08-13 16:13:44,566 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 16:13:45,293 - pyskl - INFO - top1_acc 0.1726 top5_acc 0.3903 2025-08-13 16:13:45,293 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 16:13:45,336 - pyskl - INFO - mean_acc 0.1724 2025-08-13 16:13:45,349 - pyskl - INFO - Epoch(val) [27][617] top1_acc: 0.1726, top5_acc: 0.3903, mean_class_accuracy: 0.1724 2025-08-13 16:15:06,310 - pyskl - INFO - Epoch [28][100/7492] lr: 4.610e-02, eta: 5 days, 13:55:14, time: 0.810, data_time: 0.289, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4512, loss_cls: 8.5642, loss: 8.5642 2025-08-13 16:15:58,256 - pyskl - INFO - Epoch [28][200/7492] lr: 4.610e-02, eta: 5 days, 13:54:20, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4581, loss_cls: 8.5615, loss: 8.5615 2025-08-13 16:16:50,190 - pyskl - INFO - Epoch [28][300/7492] lr: 4.610e-02, eta: 5 days, 13:53:26, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4631, loss_cls: 8.4756, loss: 8.4756 2025-08-13 16:17:42,931 - pyskl - INFO - Epoch [28][400/7492] lr: 4.609e-02, eta: 5 days, 13:52:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4641, loss_cls: 8.5332, loss: 8.5332 2025-08-13 16:18:35,195 - pyskl - INFO - Epoch [28][500/7492] lr: 4.609e-02, eta: 5 days, 13:51:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4594, loss_cls: 8.5586, loss: 8.5586 2025-08-13 16:19:27,740 - pyskl - INFO - Epoch [28][600/7492] lr: 4.609e-02, eta: 5 days, 13:50:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4622, loss_cls: 8.3928, loss: 8.3928 2025-08-13 16:20:19,708 - pyskl - INFO - Epoch [28][700/7492] lr: 4.608e-02, eta: 5 days, 13:49:58, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4562, loss_cls: 8.5335, loss: 8.5335 2025-08-13 16:21:11,980 - pyskl - INFO - Epoch [28][800/7492] lr: 4.608e-02, eta: 5 days, 13:49:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4650, loss_cls: 8.4822, loss: 8.4822 2025-08-13 16:22:04,138 - pyskl - INFO - Epoch [28][900/7492] lr: 4.607e-02, eta: 5 days, 13:48:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2109, top5_acc: 0.4478, loss_cls: 8.5903, loss: 8.5903 2025-08-13 16:22:56,774 - pyskl - INFO - Epoch [28][1000/7492] lr: 4.607e-02, eta: 5 days, 13:47:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4872, loss_cls: 8.4059, loss: 8.4059 2025-08-13 16:23:49,135 - pyskl - INFO - Epoch [28][1100/7492] lr: 4.607e-02, eta: 5 days, 13:46:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4656, loss_cls: 8.5572, loss: 8.5572 2025-08-13 16:24:41,111 - pyskl - INFO - Epoch [28][1200/7492] lr: 4.606e-02, eta: 5 days, 13:45:35, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4578, loss_cls: 8.5366, loss: 8.5366 2025-08-13 16:25:33,430 - pyskl - INFO - Epoch [28][1300/7492] lr: 4.606e-02, eta: 5 days, 13:44:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4556, loss_cls: 8.5146, loss: 8.5146 2025-08-13 16:26:25,712 - pyskl - INFO - Epoch [28][1400/7492] lr: 4.606e-02, eta: 5 days, 13:43:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4606, loss_cls: 8.5115, loss: 8.5115 2025-08-13 16:27:18,413 - pyskl - INFO - Epoch [28][1500/7492] lr: 4.605e-02, eta: 5 days, 13:43:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4688, loss_cls: 8.4535, loss: 8.4535 2025-08-13 16:28:10,919 - pyskl - INFO - Epoch [28][1600/7492] lr: 4.605e-02, eta: 5 days, 13:42:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4572, loss_cls: 8.4967, loss: 8.4967 2025-08-13 16:29:03,574 - pyskl - INFO - Epoch [28][1700/7492] lr: 4.604e-02, eta: 5 days, 13:41:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4562, loss_cls: 8.5676, loss: 8.5676 2025-08-13 16:29:56,088 - pyskl - INFO - Epoch [28][1800/7492] lr: 4.604e-02, eta: 5 days, 13:40:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4506, loss_cls: 8.5365, loss: 8.5365 2025-08-13 16:30:48,728 - pyskl - INFO - Epoch [28][1900/7492] lr: 4.604e-02, eta: 5 days, 13:39:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4503, loss_cls: 8.5726, loss: 8.5726 2025-08-13 16:31:41,861 - pyskl - INFO - Epoch [28][2000/7492] lr: 4.603e-02, eta: 5 days, 13:38:46, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4597, loss_cls: 8.5016, loss: 8.5016 2025-08-13 16:32:34,324 - pyskl - INFO - Epoch [28][2100/7492] lr: 4.603e-02, eta: 5 days, 13:37:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4572, loss_cls: 8.5081, loss: 8.5081 2025-08-13 16:33:26,567 - pyskl - INFO - Epoch [28][2200/7492] lr: 4.603e-02, eta: 5 days, 13:37:02, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4575, loss_cls: 8.5747, loss: 8.5747 2025-08-13 16:34:19,150 - pyskl - INFO - Epoch [28][2300/7492] lr: 4.602e-02, eta: 5 days, 13:36:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4334, loss_cls: 8.6119, loss: 8.6119 2025-08-13 16:35:11,250 - pyskl - INFO - Epoch [28][2400/7492] lr: 4.602e-02, eta: 5 days, 13:35:17, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4697, loss_cls: 8.4640, loss: 8.4640 2025-08-13 16:36:03,912 - pyskl - INFO - Epoch [28][2500/7492] lr: 4.601e-02, eta: 5 days, 13:34:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4678, loss_cls: 8.5260, loss: 8.5260 2025-08-13 16:36:56,321 - pyskl - INFO - Epoch [28][2600/7492] lr: 4.601e-02, eta: 5 days, 13:33:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4634, loss_cls: 8.4776, loss: 8.4776 2025-08-13 16:37:48,829 - pyskl - INFO - Epoch [28][2700/7492] lr: 4.601e-02, eta: 5 days, 13:32:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4591, loss_cls: 8.5799, loss: 8.5799 2025-08-13 16:38:41,290 - pyskl - INFO - Epoch [28][2800/7492] lr: 4.600e-02, eta: 5 days, 13:31:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4594, loss_cls: 8.4748, loss: 8.4748 2025-08-13 16:39:33,723 - pyskl - INFO - Epoch [28][2900/7492] lr: 4.600e-02, eta: 5 days, 13:31:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4481, loss_cls: 8.5645, loss: 8.5645 2025-08-13 16:40:26,271 - pyskl - INFO - Epoch [28][3000/7492] lr: 4.600e-02, eta: 5 days, 13:30:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4631, loss_cls: 8.5641, loss: 8.5641 2025-08-13 16:41:18,460 - pyskl - INFO - Epoch [28][3100/7492] lr: 4.599e-02, eta: 5 days, 13:29:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4519, loss_cls: 8.5475, loss: 8.5475 2025-08-13 16:42:10,815 - pyskl - INFO - Epoch [28][3200/7492] lr: 4.599e-02, eta: 5 days, 13:28:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4553, loss_cls: 8.4812, loss: 8.4812 2025-08-13 16:43:03,286 - pyskl - INFO - Epoch [28][3300/7492] lr: 4.598e-02, eta: 5 days, 13:27:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4541, loss_cls: 8.5108, loss: 8.5108 2025-08-13 16:43:55,255 - pyskl - INFO - Epoch [28][3400/7492] lr: 4.598e-02, eta: 5 days, 13:26:37, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4731, loss_cls: 8.4625, loss: 8.4625 2025-08-13 16:44:47,608 - pyskl - INFO - Epoch [28][3500/7492] lr: 4.598e-02, eta: 5 days, 13:25:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2087, top5_acc: 0.4431, loss_cls: 8.5018, loss: 8.5018 2025-08-13 16:45:40,331 - pyskl - INFO - Epoch [28][3600/7492] lr: 4.597e-02, eta: 5 days, 13:24:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4519, loss_cls: 8.5864, loss: 8.5864 2025-08-13 16:46:33,083 - pyskl - INFO - Epoch [28][3700/7492] lr: 4.597e-02, eta: 5 days, 13:24:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4537, loss_cls: 8.5134, loss: 8.5134 2025-08-13 16:47:25,892 - pyskl - INFO - Epoch [28][3800/7492] lr: 4.596e-02, eta: 5 days, 13:23:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4512, loss_cls: 8.5550, loss: 8.5550 2025-08-13 16:48:18,554 - pyskl - INFO - Epoch [28][3900/7492] lr: 4.596e-02, eta: 5 days, 13:22:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2091, top5_acc: 0.4512, loss_cls: 8.5357, loss: 8.5357 2025-08-13 16:49:11,053 - pyskl - INFO - Epoch [28][4000/7492] lr: 4.596e-02, eta: 5 days, 13:21:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2103, top5_acc: 0.4462, loss_cls: 8.5581, loss: 8.5581 2025-08-13 16:50:03,692 - pyskl - INFO - Epoch [28][4100/7492] lr: 4.595e-02, eta: 5 days, 13:20:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4587, loss_cls: 8.4899, loss: 8.4899 2025-08-13 16:50:56,296 - pyskl - INFO - Epoch [28][4200/7492] lr: 4.595e-02, eta: 5 days, 13:19:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2091, top5_acc: 0.4534, loss_cls: 8.5515, loss: 8.5515 2025-08-13 16:51:48,587 - pyskl - INFO - Epoch [28][4300/7492] lr: 4.595e-02, eta: 5 days, 13:18:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2125, top5_acc: 0.4444, loss_cls: 8.5649, loss: 8.5649 2025-08-13 16:52:41,025 - pyskl - INFO - Epoch [28][4400/7492] lr: 4.594e-02, eta: 5 days, 13:18:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4587, loss_cls: 8.4610, loss: 8.4610 2025-08-13 16:53:33,559 - pyskl - INFO - Epoch [28][4500/7492] lr: 4.594e-02, eta: 5 days, 13:17:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4706, loss_cls: 8.4129, loss: 8.4129 2025-08-13 16:54:26,210 - pyskl - INFO - Epoch [28][4600/7492] lr: 4.593e-02, eta: 5 days, 13:16:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4662, loss_cls: 8.4938, loss: 8.4938 2025-08-13 16:55:18,957 - pyskl - INFO - Epoch [28][4700/7492] lr: 4.593e-02, eta: 5 days, 13:15:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2125, top5_acc: 0.4462, loss_cls: 8.5569, loss: 8.5569 2025-08-13 16:56:11,802 - pyskl - INFO - Epoch [28][4800/7492] lr: 4.593e-02, eta: 5 days, 13:14:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4506, loss_cls: 8.5828, loss: 8.5828 2025-08-13 16:57:04,344 - pyskl - INFO - Epoch [28][4900/7492] lr: 4.592e-02, eta: 5 days, 13:13:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4534, loss_cls: 8.5556, loss: 8.5556 2025-08-13 16:57:56,844 - pyskl - INFO - Epoch [28][5000/7492] lr: 4.592e-02, eta: 5 days, 13:13:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4544, loss_cls: 8.5208, loss: 8.5208 2025-08-13 16:58:49,381 - pyskl - INFO - Epoch [28][5100/7492] lr: 4.592e-02, eta: 5 days, 13:12:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2100, top5_acc: 0.4566, loss_cls: 8.5452, loss: 8.5452 2025-08-13 16:59:41,535 - pyskl - INFO - Epoch [28][5200/7492] lr: 4.591e-02, eta: 5 days, 13:11:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4584, loss_cls: 8.5640, loss: 8.5640 2025-08-13 17:00:33,967 - pyskl - INFO - Epoch [28][5300/7492] lr: 4.591e-02, eta: 5 days, 13:10:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4469, loss_cls: 8.5637, loss: 8.5637 2025-08-13 17:01:26,627 - pyskl - INFO - Epoch [28][5400/7492] lr: 4.590e-02, eta: 5 days, 13:09:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2087, top5_acc: 0.4516, loss_cls: 8.5615, loss: 8.5615 2025-08-13 17:02:19,230 - pyskl - INFO - Epoch [28][5500/7492] lr: 4.590e-02, eta: 5 days, 13:08:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2100, top5_acc: 0.4525, loss_cls: 8.6242, loss: 8.6242 2025-08-13 17:03:12,071 - pyskl - INFO - Epoch [28][5600/7492] lr: 4.590e-02, eta: 5 days, 13:07:51, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4556, loss_cls: 8.6070, loss: 8.6070 2025-08-13 17:04:04,818 - pyskl - INFO - Epoch [28][5700/7492] lr: 4.589e-02, eta: 5 days, 13:07:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4622, loss_cls: 8.5351, loss: 8.5351 2025-08-13 17:04:57,651 - pyskl - INFO - Epoch [28][5800/7492] lr: 4.589e-02, eta: 5 days, 13:06:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4566, loss_cls: 8.6144, loss: 8.6144 2025-08-13 17:05:50,197 - pyskl - INFO - Epoch [28][5900/7492] lr: 4.588e-02, eta: 5 days, 13:05:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4478, loss_cls: 8.6077, loss: 8.6077 2025-08-13 17:06:42,624 - pyskl - INFO - Epoch [28][6000/7492] lr: 4.588e-02, eta: 5 days, 13:04:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4575, loss_cls: 8.4878, loss: 8.4878 2025-08-13 17:07:35,269 - pyskl - INFO - Epoch [28][6100/7492] lr: 4.588e-02, eta: 5 days, 13:03:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4497, loss_cls: 8.5274, loss: 8.5274 2025-08-13 17:08:27,730 - pyskl - INFO - Epoch [28][6200/7492] lr: 4.587e-02, eta: 5 days, 13:02:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4503, loss_cls: 8.5760, loss: 8.5760 2025-08-13 17:09:20,472 - pyskl - INFO - Epoch [28][6300/7492] lr: 4.587e-02, eta: 5 days, 13:01:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4616, loss_cls: 8.4817, loss: 8.4817 2025-08-13 17:10:13,316 - pyskl - INFO - Epoch [28][6400/7492] lr: 4.587e-02, eta: 5 days, 13:01:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4416, loss_cls: 8.6539, loss: 8.6539 2025-08-13 17:11:06,113 - pyskl - INFO - Epoch [28][6500/7492] lr: 4.586e-02, eta: 5 days, 13:00:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4494, loss_cls: 8.5698, loss: 8.5698 2025-08-13 17:11:58,603 - pyskl - INFO - Epoch [28][6600/7492] lr: 4.586e-02, eta: 5 days, 12:59:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4481, loss_cls: 8.6165, loss: 8.6165 2025-08-13 17:12:51,028 - pyskl - INFO - Epoch [28][6700/7492] lr: 4.585e-02, eta: 5 days, 12:58:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4659, loss_cls: 8.5747, loss: 8.5747 2025-08-13 17:13:43,460 - pyskl - INFO - Epoch [28][6800/7492] lr: 4.585e-02, eta: 5 days, 12:57:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4622, loss_cls: 8.5394, loss: 8.5394 2025-08-13 17:14:36,069 - pyskl - INFO - Epoch [28][6900/7492] lr: 4.585e-02, eta: 5 days, 12:56:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4716, loss_cls: 8.4555, loss: 8.4555 2025-08-13 17:15:28,027 - pyskl - INFO - Epoch [28][7000/7492] lr: 4.584e-02, eta: 5 days, 12:55:53, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4631, loss_cls: 8.5868, loss: 8.5868 2025-08-13 17:16:20,177 - pyskl - INFO - Epoch [28][7100/7492] lr: 4.584e-02, eta: 5 days, 12:55:00, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2047, top5_acc: 0.4422, loss_cls: 8.7106, loss: 8.7106 2025-08-13 17:17:12,574 - pyskl - INFO - Epoch [28][7200/7492] lr: 4.583e-02, eta: 5 days, 12:54:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4444, loss_cls: 8.5704, loss: 8.5704 2025-08-13 17:18:05,034 - pyskl - INFO - Epoch [28][7300/7492] lr: 4.583e-02, eta: 5 days, 12:53:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4622, loss_cls: 8.5224, loss: 8.5224 2025-08-13 17:18:57,467 - pyskl - INFO - Epoch [28][7400/7492] lr: 4.583e-02, eta: 5 days, 12:52:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2112, top5_acc: 0.4575, loss_cls: 8.5387, loss: 8.5387 2025-08-13 17:19:47,119 - pyskl - INFO - Saving checkpoint at 28 epochs 2025-08-13 17:20:44,281 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 17:20:45,014 - pyskl - INFO - top1_acc 0.1769 top5_acc 0.3962 2025-08-13 17:20:45,015 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 17:20:45,054 - pyskl - INFO - mean_acc 0.1769 2025-08-13 17:20:45,067 - pyskl - INFO - Epoch(val) [28][617] top1_acc: 0.1769, top5_acc: 0.3962, mean_class_accuracy: 0.1769 2025-08-13 17:22:06,914 - pyskl - INFO - Epoch [29][100/7492] lr: 4.582e-02, eta: 5 days, 12:49:23, time: 0.818, data_time: 0.291, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4584, loss_cls: 8.4596, loss: 8.4596 2025-08-13 17:22:59,026 - pyskl - INFO - Epoch [29][200/7492] lr: 4.582e-02, eta: 5 days, 12:48:30, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4616, loss_cls: 8.5067, loss: 8.5067 2025-08-13 17:23:51,676 - pyskl - INFO - Epoch [29][300/7492] lr: 4.581e-02, eta: 5 days, 12:47:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4559, loss_cls: 8.4830, loss: 8.4830 2025-08-13 17:24:44,393 - pyskl - INFO - Epoch [29][400/7492] lr: 4.581e-02, eta: 5 days, 12:46:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4494, loss_cls: 8.5703, loss: 8.5703 2025-08-13 17:25:37,142 - pyskl - INFO - Epoch [29][500/7492] lr: 4.580e-02, eta: 5 days, 12:45:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4622, loss_cls: 8.4627, loss: 8.4627 2025-08-13 17:26:29,760 - pyskl - INFO - Epoch [29][600/7492] lr: 4.580e-02, eta: 5 days, 12:45:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4647, loss_cls: 8.3945, loss: 8.3945 2025-08-13 17:27:22,039 - pyskl - INFO - Epoch [29][700/7492] lr: 4.580e-02, eta: 5 days, 12:44:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4537, loss_cls: 8.5075, loss: 8.5075 2025-08-13 17:28:14,101 - pyskl - INFO - Epoch [29][800/7492] lr: 4.579e-02, eta: 5 days, 12:43:21, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4594, loss_cls: 8.4278, loss: 8.4278 2025-08-13 17:29:06,482 - pyskl - INFO - Epoch [29][900/7492] lr: 4.579e-02, eta: 5 days, 12:42:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4741, loss_cls: 8.3474, loss: 8.3474 2025-08-13 17:29:58,839 - pyskl - INFO - Epoch [29][1000/7492] lr: 4.578e-02, eta: 5 days, 12:41:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4581, loss_cls: 8.5213, loss: 8.5213 2025-08-13 17:30:51,337 - pyskl - INFO - Epoch [29][1100/7492] lr: 4.578e-02, eta: 5 days, 12:40:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4534, loss_cls: 8.4933, loss: 8.4933 2025-08-13 17:31:43,500 - pyskl - INFO - Epoch [29][1200/7492] lr: 4.578e-02, eta: 5 days, 12:39:52, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2062, top5_acc: 0.4519, loss_cls: 8.5661, loss: 8.5661 2025-08-13 17:32:35,902 - pyskl - INFO - Epoch [29][1300/7492] lr: 4.577e-02, eta: 5 days, 12:39:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4559, loss_cls: 8.5398, loss: 8.5398 2025-08-13 17:33:28,254 - pyskl - INFO - Epoch [29][1400/7492] lr: 4.577e-02, eta: 5 days, 12:38:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4591, loss_cls: 8.5765, loss: 8.5765 2025-08-13 17:34:21,188 - pyskl - INFO - Epoch [29][1500/7492] lr: 4.576e-02, eta: 5 days, 12:37:18, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4338, loss_cls: 8.5158, loss: 8.5158 2025-08-13 17:35:13,802 - pyskl - INFO - Epoch [29][1600/7492] lr: 4.576e-02, eta: 5 days, 12:36:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4747, loss_cls: 8.4697, loss: 8.4697 2025-08-13 17:36:06,478 - pyskl - INFO - Epoch [29][1700/7492] lr: 4.576e-02, eta: 5 days, 12:35:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4587, loss_cls: 8.4861, loss: 8.4861 2025-08-13 17:36:59,103 - pyskl - INFO - Epoch [29][1800/7492] lr: 4.575e-02, eta: 5 days, 12:34:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4522, loss_cls: 8.4791, loss: 8.4791 2025-08-13 17:37:51,381 - pyskl - INFO - Epoch [29][1900/7492] lr: 4.575e-02, eta: 5 days, 12:33:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4584, loss_cls: 8.4916, loss: 8.4916 2025-08-13 17:38:43,637 - pyskl - INFO - Epoch [29][2000/7492] lr: 4.575e-02, eta: 5 days, 12:33:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4641, loss_cls: 8.4578, loss: 8.4578 2025-08-13 17:39:36,011 - pyskl - INFO - Epoch [29][2100/7492] lr: 4.574e-02, eta: 5 days, 12:32:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4619, loss_cls: 8.4845, loss: 8.4845 2025-08-13 17:40:28,369 - pyskl - INFO - Epoch [29][2200/7492] lr: 4.574e-02, eta: 5 days, 12:31:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4597, loss_cls: 8.5687, loss: 8.5687 2025-08-13 17:41:20,629 - pyskl - INFO - Epoch [29][2300/7492] lr: 4.573e-02, eta: 5 days, 12:30:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4512, loss_cls: 8.5257, loss: 8.5257 2025-08-13 17:42:13,215 - pyskl - INFO - Epoch [29][2400/7492] lr: 4.573e-02, eta: 5 days, 12:29:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4659, loss_cls: 8.5263, loss: 8.5263 2025-08-13 17:43:06,728 - pyskl - INFO - Epoch [29][2500/7492] lr: 4.573e-02, eta: 5 days, 12:28:45, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4584, loss_cls: 8.5372, loss: 8.5372 2025-08-13 17:43:59,698 - pyskl - INFO - Epoch [29][2600/7492] lr: 4.572e-02, eta: 5 days, 12:27:56, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4684, loss_cls: 8.5267, loss: 8.5267 2025-08-13 17:44:52,330 - pyskl - INFO - Epoch [29][2700/7492] lr: 4.572e-02, eta: 5 days, 12:27:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4462, loss_cls: 8.5991, loss: 8.5991 2025-08-13 17:45:45,196 - pyskl - INFO - Epoch [29][2800/7492] lr: 4.571e-02, eta: 5 days, 12:26:15, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4641, loss_cls: 8.5246, loss: 8.5246 2025-08-13 17:46:37,800 - pyskl - INFO - Epoch [29][2900/7492] lr: 4.571e-02, eta: 5 days, 12:25:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4681, loss_cls: 8.5590, loss: 8.5590 2025-08-13 17:47:30,408 - pyskl - INFO - Epoch [29][3000/7492] lr: 4.571e-02, eta: 5 days, 12:24:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4584, loss_cls: 8.5678, loss: 8.5678 2025-08-13 17:48:22,905 - pyskl - INFO - Epoch [29][3100/7492] lr: 4.570e-02, eta: 5 days, 12:23:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4478, loss_cls: 8.5389, loss: 8.5389 2025-08-13 17:49:15,588 - pyskl - INFO - Epoch [29][3200/7492] lr: 4.570e-02, eta: 5 days, 12:22:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4653, loss_cls: 8.4966, loss: 8.4966 2025-08-13 17:50:08,129 - pyskl - INFO - Epoch [29][3300/7492] lr: 4.569e-02, eta: 5 days, 12:21:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4584, loss_cls: 8.4889, loss: 8.4889 2025-08-13 17:51:00,812 - pyskl - INFO - Epoch [29][3400/7492] lr: 4.569e-02, eta: 5 days, 12:21:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2125, top5_acc: 0.4550, loss_cls: 8.5548, loss: 8.5548 2025-08-13 17:51:53,372 - pyskl - INFO - Epoch [29][3500/7492] lr: 4.569e-02, eta: 5 days, 12:20:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2072, top5_acc: 0.4584, loss_cls: 8.4760, loss: 8.4760 2025-08-13 17:52:46,106 - pyskl - INFO - Epoch [29][3600/7492] lr: 4.568e-02, eta: 5 days, 12:19:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2097, top5_acc: 0.4591, loss_cls: 8.6009, loss: 8.6009 2025-08-13 17:53:39,002 - pyskl - INFO - Epoch [29][3700/7492] lr: 4.568e-02, eta: 5 days, 12:18:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4481, loss_cls: 8.5707, loss: 8.5707 2025-08-13 17:54:31,663 - pyskl - INFO - Epoch [29][3800/7492] lr: 4.567e-02, eta: 5 days, 12:17:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4450, loss_cls: 8.6040, loss: 8.6040 2025-08-13 17:55:24,451 - pyskl - INFO - Epoch [29][3900/7492] lr: 4.567e-02, eta: 5 days, 12:16:55, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4622, loss_cls: 8.4835, loss: 8.4835 2025-08-13 17:56:17,263 - pyskl - INFO - Epoch [29][4000/7492] lr: 4.567e-02, eta: 5 days, 12:16:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4738, loss_cls: 8.4643, loss: 8.4643 2025-08-13 17:57:09,824 - pyskl - INFO - Epoch [29][4100/7492] lr: 4.566e-02, eta: 5 days, 12:15:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4481, loss_cls: 8.4850, loss: 8.4850 2025-08-13 17:58:02,404 - pyskl - INFO - Epoch [29][4200/7492] lr: 4.566e-02, eta: 5 days, 12:14:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2053, top5_acc: 0.4419, loss_cls: 8.6144, loss: 8.6144 2025-08-13 17:58:54,855 - pyskl - INFO - Epoch [29][4300/7492] lr: 4.566e-02, eta: 5 days, 12:13:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4537, loss_cls: 8.5035, loss: 8.5035 2025-08-13 17:59:47,293 - pyskl - INFO - Epoch [29][4400/7492] lr: 4.565e-02, eta: 5 days, 12:12:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4531, loss_cls: 8.5255, loss: 8.5255 2025-08-13 18:00:39,876 - pyskl - INFO - Epoch [29][4500/7492] lr: 4.565e-02, eta: 5 days, 12:11:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4487, loss_cls: 8.5672, loss: 8.5672 2025-08-13 18:01:32,619 - pyskl - INFO - Epoch [29][4600/7492] lr: 4.564e-02, eta: 5 days, 12:10:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4462, loss_cls: 8.6770, loss: 8.6770 2025-08-13 18:02:25,089 - pyskl - INFO - Epoch [29][4700/7492] lr: 4.564e-02, eta: 5 days, 12:10:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4566, loss_cls: 8.5669, loss: 8.5669 2025-08-13 18:03:17,598 - pyskl - INFO - Epoch [29][4800/7492] lr: 4.564e-02, eta: 5 days, 12:09:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4716, loss_cls: 8.4808, loss: 8.4808 2025-08-13 18:04:10,031 - pyskl - INFO - Epoch [29][4900/7492] lr: 4.563e-02, eta: 5 days, 12:08:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2075, top5_acc: 0.4472, loss_cls: 8.5777, loss: 8.5777 2025-08-13 18:05:02,993 - pyskl - INFO - Epoch [29][5000/7492] lr: 4.563e-02, eta: 5 days, 12:07:32, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4569, loss_cls: 8.4949, loss: 8.4949 2025-08-13 18:05:55,591 - pyskl - INFO - Epoch [29][5100/7492] lr: 4.562e-02, eta: 5 days, 12:06:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4591, loss_cls: 8.5675, loss: 8.5675 2025-08-13 18:06:48,013 - pyskl - INFO - Epoch [29][5200/7492] lr: 4.562e-02, eta: 5 days, 12:05:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4619, loss_cls: 8.5183, loss: 8.5183 2025-08-13 18:07:40,456 - pyskl - INFO - Epoch [29][5300/7492] lr: 4.562e-02, eta: 5 days, 12:04:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4528, loss_cls: 8.5161, loss: 8.5161 2025-08-13 18:08:33,372 - pyskl - INFO - Epoch [29][5400/7492] lr: 4.561e-02, eta: 5 days, 12:04:07, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4544, loss_cls: 8.5894, loss: 8.5894 2025-08-13 18:09:26,499 - pyskl - INFO - Epoch [29][5500/7492] lr: 4.561e-02, eta: 5 days, 12:03:18, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4494, loss_cls: 8.6128, loss: 8.6128 2025-08-13 18:10:19,299 - pyskl - INFO - Epoch [29][5600/7492] lr: 4.560e-02, eta: 5 days, 12:02:28, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4547, loss_cls: 8.5816, loss: 8.5816 2025-08-13 18:11:12,075 - pyskl - INFO - Epoch [29][5700/7492] lr: 4.560e-02, eta: 5 days, 12:01:37, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4412, loss_cls: 8.6156, loss: 8.6156 2025-08-13 18:12:04,825 - pyskl - INFO - Epoch [29][5800/7492] lr: 4.560e-02, eta: 5 days, 12:00:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4603, loss_cls: 8.5013, loss: 8.5013 2025-08-13 18:12:57,755 - pyskl - INFO - Epoch [29][5900/7492] lr: 4.559e-02, eta: 5 days, 11:59:57, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2116, top5_acc: 0.4641, loss_cls: 8.5135, loss: 8.5135 2025-08-13 18:13:50,351 - pyskl - INFO - Epoch [29][6000/7492] lr: 4.559e-02, eta: 5 days, 11:59:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4462, loss_cls: 8.5572, loss: 8.5572 2025-08-13 18:14:43,006 - pyskl - INFO - Epoch [29][6100/7492] lr: 4.558e-02, eta: 5 days, 11:58:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4828, loss_cls: 8.3475, loss: 8.3475 2025-08-13 18:15:35,690 - pyskl - INFO - Epoch [29][6200/7492] lr: 4.558e-02, eta: 5 days, 11:57:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4453, loss_cls: 8.5124, loss: 8.5124 2025-08-13 18:16:28,169 - pyskl - INFO - Epoch [29][6300/7492] lr: 4.558e-02, eta: 5 days, 11:56:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4559, loss_cls: 8.5104, loss: 8.5104 2025-08-13 18:17:20,580 - pyskl - INFO - Epoch [29][6400/7492] lr: 4.557e-02, eta: 5 days, 11:55:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2078, top5_acc: 0.4591, loss_cls: 8.5328, loss: 8.5328 2025-08-13 18:18:12,907 - pyskl - INFO - Epoch [29][6500/7492] lr: 4.557e-02, eta: 5 days, 11:54:48, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4600, loss_cls: 8.4448, loss: 8.4448 2025-08-13 18:19:05,565 - pyskl - INFO - Epoch [29][6600/7492] lr: 4.556e-02, eta: 5 days, 11:53:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2116, top5_acc: 0.4447, loss_cls: 8.6431, loss: 8.6431 2025-08-13 18:19:58,096 - pyskl - INFO - Epoch [29][6700/7492] lr: 4.556e-02, eta: 5 days, 11:53:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2116, top5_acc: 0.4456, loss_cls: 8.5729, loss: 8.5729 2025-08-13 18:20:50,627 - pyskl - INFO - Epoch [29][6800/7492] lr: 4.556e-02, eta: 5 days, 11:52:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4519, loss_cls: 8.5404, loss: 8.5404 2025-08-13 18:21:43,287 - pyskl - INFO - Epoch [29][6900/7492] lr: 4.555e-02, eta: 5 days, 11:51:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4562, loss_cls: 8.5854, loss: 8.5854 2025-08-13 18:22:35,838 - pyskl - INFO - Epoch [29][7000/7492] lr: 4.555e-02, eta: 5 days, 11:50:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4581, loss_cls: 8.4815, loss: 8.4815 2025-08-13 18:23:28,518 - pyskl - INFO - Epoch [29][7100/7492] lr: 4.554e-02, eta: 5 days, 11:49:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4556, loss_cls: 8.4542, loss: 8.4542 2025-08-13 18:24:20,910 - pyskl - INFO - Epoch [29][7200/7492] lr: 4.554e-02, eta: 5 days, 11:48:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4475, loss_cls: 8.6435, loss: 8.6435 2025-08-13 18:25:13,334 - pyskl - INFO - Epoch [29][7300/7492] lr: 4.554e-02, eta: 5 days, 11:47:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4462, loss_cls: 8.6122, loss: 8.6122 2025-08-13 18:26:05,800 - pyskl - INFO - Epoch [29][7400/7492] lr: 4.553e-02, eta: 5 days, 11:47:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2031, top5_acc: 0.4487, loss_cls: 8.5777, loss: 8.5777 2025-08-13 18:26:55,094 - pyskl - INFO - Saving checkpoint at 29 epochs 2025-08-13 18:27:51,636 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 18:27:52,367 - pyskl - INFO - top1_acc 0.1789 top5_acc 0.3973 2025-08-13 18:27:52,367 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 18:27:52,405 - pyskl - INFO - mean_acc 0.1788 2025-08-13 18:27:52,417 - pyskl - INFO - Epoch(val) [29][617] top1_acc: 0.1789, top5_acc: 0.3973, mean_class_accuracy: 0.1788 2025-08-13 18:29:13,800 - pyskl - INFO - Epoch [30][100/7492] lr: 4.552e-02, eta: 5 days, 11:44:05, time: 0.814, data_time: 0.289, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4603, loss_cls: 8.4994, loss: 8.4994 2025-08-13 18:30:05,997 - pyskl - INFO - Epoch [30][200/7492] lr: 4.552e-02, eta: 5 days, 11:43:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4706, loss_cls: 8.4313, loss: 8.4313 2025-08-13 18:30:58,049 - pyskl - INFO - Epoch [30][300/7492] lr: 4.552e-02, eta: 5 days, 11:42:19, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4794, loss_cls: 8.3731, loss: 8.3731 2025-08-13 18:31:50,581 - pyskl - INFO - Epoch [30][400/7492] lr: 4.551e-02, eta: 5 days, 11:41:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4653, loss_cls: 8.3610, loss: 8.3610 2025-08-13 18:32:42,849 - pyskl - INFO - Epoch [30][500/7492] lr: 4.551e-02, eta: 5 days, 11:40:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4516, loss_cls: 8.5255, loss: 8.5255 2025-08-13 18:33:35,100 - pyskl - INFO - Epoch [30][600/7492] lr: 4.550e-02, eta: 5 days, 11:39:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4541, loss_cls: 8.4809, loss: 8.4809 2025-08-13 18:34:27,408 - pyskl - INFO - Epoch [30][700/7492] lr: 4.550e-02, eta: 5 days, 11:38:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4666, loss_cls: 8.3801, loss: 8.3801 2025-08-13 18:35:19,885 - pyskl - INFO - Epoch [30][800/7492] lr: 4.550e-02, eta: 5 days, 11:37:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4597, loss_cls: 8.4494, loss: 8.4494 2025-08-13 18:36:12,249 - pyskl - INFO - Epoch [30][900/7492] lr: 4.549e-02, eta: 5 days, 11:37:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4556, loss_cls: 8.5821, loss: 8.5821 2025-08-13 18:37:04,786 - pyskl - INFO - Epoch [30][1000/7492] lr: 4.549e-02, eta: 5 days, 11:36:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4813, loss_cls: 8.4062, loss: 8.4062 2025-08-13 18:37:57,141 - pyskl - INFO - Epoch [30][1100/7492] lr: 4.548e-02, eta: 5 days, 11:35:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4566, loss_cls: 8.5452, loss: 8.5452 2025-08-13 18:38:49,377 - pyskl - INFO - Epoch [30][1200/7492] lr: 4.548e-02, eta: 5 days, 11:34:30, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4606, loss_cls: 8.4990, loss: 8.4990 2025-08-13 18:39:41,676 - pyskl - INFO - Epoch [30][1300/7492] lr: 4.548e-02, eta: 5 days, 11:33:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4600, loss_cls: 8.4879, loss: 8.4879 2025-08-13 18:40:34,135 - pyskl - INFO - Epoch [30][1400/7492] lr: 4.547e-02, eta: 5 days, 11:32:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4528, loss_cls: 8.5207, loss: 8.5207 2025-08-13 18:41:26,449 - pyskl - INFO - Epoch [30][1500/7492] lr: 4.547e-02, eta: 5 days, 11:31:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4544, loss_cls: 8.5144, loss: 8.5144 2025-08-13 18:42:18,857 - pyskl - INFO - Epoch [30][1600/7492] lr: 4.546e-02, eta: 5 days, 11:31:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4609, loss_cls: 8.5419, loss: 8.5419 2025-08-13 18:43:11,433 - pyskl - INFO - Epoch [30][1700/7492] lr: 4.546e-02, eta: 5 days, 11:30:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2034, top5_acc: 0.4469, loss_cls: 8.6138, loss: 8.6138 2025-08-13 18:44:03,790 - pyskl - INFO - Epoch [30][1800/7492] lr: 4.546e-02, eta: 5 days, 11:29:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4766, loss_cls: 8.4283, loss: 8.4283 2025-08-13 18:44:56,183 - pyskl - INFO - Epoch [30][1900/7492] lr: 4.545e-02, eta: 5 days, 11:28:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4487, loss_cls: 8.5820, loss: 8.5820 2025-08-13 18:45:48,524 - pyskl - INFO - Epoch [30][2000/7492] lr: 4.545e-02, eta: 5 days, 11:27:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4372, loss_cls: 8.6938, loss: 8.6938 2025-08-13 18:46:41,012 - pyskl - INFO - Epoch [30][2100/7492] lr: 4.544e-02, eta: 5 days, 11:26:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4637, loss_cls: 8.4808, loss: 8.4808 2025-08-13 18:47:33,524 - pyskl - INFO - Epoch [30][2200/7492] lr: 4.544e-02, eta: 5 days, 11:25:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4584, loss_cls: 8.5399, loss: 8.5399 2025-08-13 18:48:25,852 - pyskl - INFO - Epoch [30][2300/7492] lr: 4.544e-02, eta: 5 days, 11:24:58, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4572, loss_cls: 8.5486, loss: 8.5486 2025-08-13 18:49:18,152 - pyskl - INFO - Epoch [30][2400/7492] lr: 4.543e-02, eta: 5 days, 11:24:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4622, loss_cls: 8.5220, loss: 8.5220 2025-08-13 18:50:10,545 - pyskl - INFO - Epoch [30][2500/7492] lr: 4.543e-02, eta: 5 days, 11:23:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4656, loss_cls: 8.4463, loss: 8.4463 2025-08-13 18:51:03,178 - pyskl - INFO - Epoch [30][2600/7492] lr: 4.542e-02, eta: 5 days, 11:22:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4706, loss_cls: 8.4650, loss: 8.4650 2025-08-13 18:51:55,509 - pyskl - INFO - Epoch [30][2700/7492] lr: 4.542e-02, eta: 5 days, 11:21:30, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4472, loss_cls: 8.5599, loss: 8.5599 2025-08-13 18:52:48,100 - pyskl - INFO - Epoch [30][2800/7492] lr: 4.542e-02, eta: 5 days, 11:20:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4725, loss_cls: 8.4250, loss: 8.4250 2025-08-13 18:53:40,533 - pyskl - INFO - Epoch [30][2900/7492] lr: 4.541e-02, eta: 5 days, 11:19:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4437, loss_cls: 8.5190, loss: 8.5190 2025-08-13 18:54:32,992 - pyskl - INFO - Epoch [30][3000/7492] lr: 4.541e-02, eta: 5 days, 11:18:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4437, loss_cls: 8.6350, loss: 8.6350 2025-08-13 18:55:25,377 - pyskl - INFO - Epoch [30][3100/7492] lr: 4.540e-02, eta: 5 days, 11:18:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4578, loss_cls: 8.5548, loss: 8.5548 2025-08-13 18:56:17,982 - pyskl - INFO - Epoch [30][3200/7492] lr: 4.540e-02, eta: 5 days, 11:17:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4619, loss_cls: 8.5242, loss: 8.5242 2025-08-13 18:57:10,354 - pyskl - INFO - Epoch [30][3300/7492] lr: 4.540e-02, eta: 5 days, 11:16:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4453, loss_cls: 8.5260, loss: 8.5260 2025-08-13 18:58:02,718 - pyskl - INFO - Epoch [30][3400/7492] lr: 4.539e-02, eta: 5 days, 11:15:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4688, loss_cls: 8.5194, loss: 8.5194 2025-08-13 18:58:55,305 - pyskl - INFO - Epoch [30][3500/7492] lr: 4.539e-02, eta: 5 days, 11:14:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4487, loss_cls: 8.5344, loss: 8.5344 2025-08-13 18:59:47,749 - pyskl - INFO - Epoch [30][3600/7492] lr: 4.538e-02, eta: 5 days, 11:13:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4628, loss_cls: 8.4627, loss: 8.4627 2025-08-13 19:00:40,351 - pyskl - INFO - Epoch [30][3700/7492] lr: 4.538e-02, eta: 5 days, 11:12:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4631, loss_cls: 8.4375, loss: 8.4375 2025-08-13 19:01:32,781 - pyskl - INFO - Epoch [30][3800/7492] lr: 4.538e-02, eta: 5 days, 11:12:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4559, loss_cls: 8.6057, loss: 8.6057 2025-08-13 19:02:25,101 - pyskl - INFO - Epoch [30][3900/7492] lr: 4.537e-02, eta: 5 days, 11:11:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4500, loss_cls: 8.5553, loss: 8.5553 2025-08-13 19:03:17,368 - pyskl - INFO - Epoch [30][4000/7492] lr: 4.537e-02, eta: 5 days, 11:10:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4644, loss_cls: 8.4802, loss: 8.4802 2025-08-13 19:04:09,670 - pyskl - INFO - Epoch [30][4100/7492] lr: 4.536e-02, eta: 5 days, 11:09:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2125, top5_acc: 0.4600, loss_cls: 8.5382, loss: 8.5382 2025-08-13 19:05:01,896 - pyskl - INFO - Epoch [30][4200/7492] lr: 4.536e-02, eta: 5 days, 11:08:32, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4462, loss_cls: 8.5525, loss: 8.5525 2025-08-13 19:05:54,394 - pyskl - INFO - Epoch [30][4300/7492] lr: 4.536e-02, eta: 5 days, 11:07:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4738, loss_cls: 8.4715, loss: 8.4715 2025-08-13 19:06:46,637 - pyskl - INFO - Epoch [30][4400/7492] lr: 4.535e-02, eta: 5 days, 11:06:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4625, loss_cls: 8.5800, loss: 8.5800 2025-08-13 19:07:39,112 - pyskl - INFO - Epoch [30][4500/7492] lr: 4.535e-02, eta: 5 days, 11:05:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4616, loss_cls: 8.5762, loss: 8.5762 2025-08-13 19:08:31,268 - pyskl - INFO - Epoch [30][4600/7492] lr: 4.534e-02, eta: 5 days, 11:05:03, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4478, loss_cls: 8.5224, loss: 8.5224 2025-08-13 19:09:23,958 - pyskl - INFO - Epoch [30][4700/7492] lr: 4.534e-02, eta: 5 days, 11:04:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4550, loss_cls: 8.5586, loss: 8.5586 2025-08-13 19:10:16,483 - pyskl - INFO - Epoch [30][4800/7492] lr: 4.534e-02, eta: 5 days, 11:03:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2097, top5_acc: 0.4491, loss_cls: 8.5950, loss: 8.5950 2025-08-13 19:11:09,083 - pyskl - INFO - Epoch [30][4900/7492] lr: 4.533e-02, eta: 5 days, 11:02:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4634, loss_cls: 8.5618, loss: 8.5618 2025-08-13 19:12:01,690 - pyskl - INFO - Epoch [30][5000/7492] lr: 4.533e-02, eta: 5 days, 11:01:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4628, loss_cls: 8.5408, loss: 8.5408 2025-08-13 19:12:53,882 - pyskl - INFO - Epoch [30][5100/7492] lr: 4.532e-02, eta: 5 days, 11:00:45, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4534, loss_cls: 8.5687, loss: 8.5687 2025-08-13 19:13:46,227 - pyskl - INFO - Epoch [30][5200/7492] lr: 4.532e-02, eta: 5 days, 10:59:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4666, loss_cls: 8.4973, loss: 8.4973 2025-08-13 19:14:38,818 - pyskl - INFO - Epoch [30][5300/7492] lr: 4.532e-02, eta: 5 days, 10:59:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4656, loss_cls: 8.5116, loss: 8.5116 2025-08-13 19:15:31,505 - pyskl - INFO - Epoch [30][5400/7492] lr: 4.531e-02, eta: 5 days, 10:58:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4534, loss_cls: 8.5100, loss: 8.5100 2025-08-13 19:16:24,402 - pyskl - INFO - Epoch [30][5500/7492] lr: 4.531e-02, eta: 5 days, 10:57:21, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4662, loss_cls: 8.5056, loss: 8.5056 2025-08-13 19:17:17,155 - pyskl - INFO - Epoch [30][5600/7492] lr: 4.530e-02, eta: 5 days, 10:56:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4681, loss_cls: 8.4447, loss: 8.4447 2025-08-13 19:18:09,989 - pyskl - INFO - Epoch [30][5700/7492] lr: 4.530e-02, eta: 5 days, 10:55:40, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2094, top5_acc: 0.4494, loss_cls: 8.6546, loss: 8.6546 2025-08-13 19:19:02,618 - pyskl - INFO - Epoch [30][5800/7492] lr: 4.529e-02, eta: 5 days, 10:54:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2044, top5_acc: 0.4500, loss_cls: 8.4902, loss: 8.4902 2025-08-13 19:19:55,421 - pyskl - INFO - Epoch [30][5900/7492] lr: 4.529e-02, eta: 5 days, 10:53:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4600, loss_cls: 8.4857, loss: 8.4857 2025-08-13 19:20:48,418 - pyskl - INFO - Epoch [30][6000/7492] lr: 4.529e-02, eta: 5 days, 10:53:09, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4747, loss_cls: 8.4470, loss: 8.4470 2025-08-13 19:21:41,045 - pyskl - INFO - Epoch [30][6100/7492] lr: 4.528e-02, eta: 5 days, 10:52:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4569, loss_cls: 8.5417, loss: 8.5417 2025-08-13 19:22:33,706 - pyskl - INFO - Epoch [30][6200/7492] lr: 4.528e-02, eta: 5 days, 10:51:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4612, loss_cls: 8.4406, loss: 8.4406 2025-08-13 19:23:26,349 - pyskl - INFO - Epoch [30][6300/7492] lr: 4.527e-02, eta: 5 days, 10:50:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4562, loss_cls: 8.4389, loss: 8.4389 2025-08-13 19:24:18,938 - pyskl - INFO - Epoch [30][6400/7492] lr: 4.527e-02, eta: 5 days, 10:49:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4559, loss_cls: 8.5427, loss: 8.5427 2025-08-13 19:25:11,461 - pyskl - INFO - Epoch [30][6500/7492] lr: 4.527e-02, eta: 5 days, 10:48:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4622, loss_cls: 8.3877, loss: 8.3877 2025-08-13 19:26:03,943 - pyskl - INFO - Epoch [30][6600/7492] lr: 4.526e-02, eta: 5 days, 10:48:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4500, loss_cls: 8.5394, loss: 8.5394 2025-08-13 19:26:56,771 - pyskl - INFO - Epoch [30][6700/7492] lr: 4.526e-02, eta: 5 days, 10:47:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4522, loss_cls: 8.4528, loss: 8.4528 2025-08-13 19:27:49,404 - pyskl - INFO - Epoch [30][6800/7492] lr: 4.525e-02, eta: 5 days, 10:46:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4512, loss_cls: 8.5576, loss: 8.5576 2025-08-13 19:28:42,037 - pyskl - INFO - Epoch [30][6900/7492] lr: 4.525e-02, eta: 5 days, 10:45:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2059, top5_acc: 0.4537, loss_cls: 8.5742, loss: 8.5742 2025-08-13 19:29:34,481 - pyskl - INFO - Epoch [30][7000/7492] lr: 4.525e-02, eta: 5 days, 10:44:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4597, loss_cls: 8.5688, loss: 8.5688 2025-08-13 19:30:27,096 - pyskl - INFO - Epoch [30][7100/7492] lr: 4.524e-02, eta: 5 days, 10:43:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4628, loss_cls: 8.4813, loss: 8.4813 2025-08-13 19:31:19,610 - pyskl - INFO - Epoch [30][7200/7492] lr: 4.524e-02, eta: 5 days, 10:42:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4303, loss_cls: 8.6240, loss: 8.6240 2025-08-13 19:32:12,184 - pyskl - INFO - Epoch [30][7300/7492] lr: 4.523e-02, eta: 5 days, 10:42:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4534, loss_cls: 8.4813, loss: 8.4813 2025-08-13 19:33:04,834 - pyskl - INFO - Epoch [30][7400/7492] lr: 4.523e-02, eta: 5 days, 10:41:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4628, loss_cls: 8.4367, loss: 8.4367 2025-08-13 19:33:54,156 - pyskl - INFO - Saving checkpoint at 30 epochs 2025-08-13 19:34:49,429 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 19:34:50,167 - pyskl - INFO - top1_acc 0.1765 top5_acc 0.3974 2025-08-13 19:34:50,167 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 19:34:50,223 - pyskl - INFO - mean_acc 0.1763 2025-08-13 19:34:50,236 - pyskl - INFO - Epoch(val) [30][617] top1_acc: 0.1765, top5_acc: 0.3974, mean_class_accuracy: 0.1763 2025-08-13 19:36:12,507 - pyskl - INFO - Epoch [31][100/7492] lr: 4.522e-02, eta: 5 days, 10:38:19, time: 0.823, data_time: 0.290, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4722, loss_cls: 8.3724, loss: 8.3724 2025-08-13 19:37:04,727 - pyskl - INFO - Epoch [31][200/7492] lr: 4.522e-02, eta: 5 days, 10:37:26, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4713, loss_cls: 8.4629, loss: 8.4629 2025-08-13 19:37:56,959 - pyskl - INFO - Epoch [31][300/7492] lr: 4.521e-02, eta: 5 days, 10:36:34, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4847, loss_cls: 8.3907, loss: 8.3907 2025-08-13 19:38:49,382 - pyskl - INFO - Epoch [31][400/7492] lr: 4.521e-02, eta: 5 days, 10:35:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4797, loss_cls: 8.4047, loss: 8.4047 2025-08-13 19:39:41,923 - pyskl - INFO - Epoch [31][500/7492] lr: 4.520e-02, eta: 5 days, 10:34:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4647, loss_cls: 8.5382, loss: 8.5382 2025-08-13 19:40:34,077 - pyskl - INFO - Epoch [31][600/7492] lr: 4.520e-02, eta: 5 days, 10:33:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4537, loss_cls: 8.5223, loss: 8.5223 2025-08-13 19:41:26,389 - pyskl - INFO - Epoch [31][700/7492] lr: 4.520e-02, eta: 5 days, 10:33:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4656, loss_cls: 8.5045, loss: 8.5045 2025-08-13 19:42:18,441 - pyskl - INFO - Epoch [31][800/7492] lr: 4.519e-02, eta: 5 days, 10:32:12, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4566, loss_cls: 8.5119, loss: 8.5119 2025-08-13 19:43:10,841 - pyskl - INFO - Epoch [31][900/7492] lr: 4.519e-02, eta: 5 days, 10:31:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4684, loss_cls: 8.4539, loss: 8.4539 2025-08-13 19:44:03,326 - pyskl - INFO - Epoch [31][1000/7492] lr: 4.518e-02, eta: 5 days, 10:30:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4791, loss_cls: 8.3734, loss: 8.3734 2025-08-13 19:44:55,501 - pyskl - INFO - Epoch [31][1100/7492] lr: 4.518e-02, eta: 5 days, 10:29:35, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4584, loss_cls: 8.4979, loss: 8.4979 2025-08-13 19:45:48,673 - pyskl - INFO - Epoch [31][1200/7492] lr: 4.518e-02, eta: 5 days, 10:28:46, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4584, loss_cls: 8.5192, loss: 8.5192 2025-08-13 19:46:40,875 - pyskl - INFO - Epoch [31][1300/7492] lr: 4.517e-02, eta: 5 days, 10:27:53, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4641, loss_cls: 8.4856, loss: 8.4856 2025-08-13 19:47:33,262 - pyskl - INFO - Epoch [31][1400/7492] lr: 4.517e-02, eta: 5 days, 10:27:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4681, loss_cls: 8.4360, loss: 8.4360 2025-08-13 19:48:25,760 - pyskl - INFO - Epoch [31][1500/7492] lr: 4.516e-02, eta: 5 days, 10:26:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4641, loss_cls: 8.4852, loss: 8.4852 2025-08-13 19:49:18,276 - pyskl - INFO - Epoch [31][1600/7492] lr: 4.516e-02, eta: 5 days, 10:25:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4806, loss_cls: 8.3998, loss: 8.3998 2025-08-13 19:50:10,724 - pyskl - INFO - Epoch [31][1700/7492] lr: 4.516e-02, eta: 5 days, 10:24:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4675, loss_cls: 8.4456, loss: 8.4456 2025-08-13 19:51:03,167 - pyskl - INFO - Epoch [31][1800/7492] lr: 4.515e-02, eta: 5 days, 10:23:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4616, loss_cls: 8.4237, loss: 8.4237 2025-08-13 19:51:55,469 - pyskl - INFO - Epoch [31][1900/7492] lr: 4.515e-02, eta: 5 days, 10:22:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4528, loss_cls: 8.5176, loss: 8.5176 2025-08-13 19:52:48,222 - pyskl - INFO - Epoch [31][2000/7492] lr: 4.514e-02, eta: 5 days, 10:21:51, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4706, loss_cls: 8.4374, loss: 8.4374 2025-08-13 19:53:40,399 - pyskl - INFO - Epoch [31][2100/7492] lr: 4.514e-02, eta: 5 days, 10:20:59, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2047, top5_acc: 0.4466, loss_cls: 8.5794, loss: 8.5794 2025-08-13 19:54:33,064 - pyskl - INFO - Epoch [31][2200/7492] lr: 4.513e-02, eta: 5 days, 10:20:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4572, loss_cls: 8.5000, loss: 8.5000 2025-08-13 19:55:25,333 - pyskl - INFO - Epoch [31][2300/7492] lr: 4.513e-02, eta: 5 days, 10:19:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4816, loss_cls: 8.4753, loss: 8.4753 2025-08-13 19:56:17,870 - pyskl - INFO - Epoch [31][2400/7492] lr: 4.513e-02, eta: 5 days, 10:18:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4634, loss_cls: 8.4888, loss: 8.4888 2025-08-13 19:57:10,145 - pyskl - INFO - Epoch [31][2500/7492] lr: 4.512e-02, eta: 5 days, 10:17:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2094, top5_acc: 0.4544, loss_cls: 8.6330, loss: 8.6330 2025-08-13 19:58:02,394 - pyskl - INFO - Epoch [31][2600/7492] lr: 4.512e-02, eta: 5 days, 10:16:39, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4578, loss_cls: 8.5414, loss: 8.5414 2025-08-13 19:58:55,129 - pyskl - INFO - Epoch [31][2700/7492] lr: 4.511e-02, eta: 5 days, 10:15:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4644, loss_cls: 8.4608, loss: 8.4608 2025-08-13 19:59:47,136 - pyskl - INFO - Epoch [31][2800/7492] lr: 4.511e-02, eta: 5 days, 10:14:54, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4662, loss_cls: 8.5102, loss: 8.5102 2025-08-13 20:00:39,201 - pyskl - INFO - Epoch [31][2900/7492] lr: 4.511e-02, eta: 5 days, 10:14:01, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4384, loss_cls: 8.5984, loss: 8.5984 2025-08-13 20:01:31,312 - pyskl - INFO - Epoch [31][3000/7492] lr: 4.510e-02, eta: 5 days, 10:13:08, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4631, loss_cls: 8.4265, loss: 8.4265 2025-08-13 20:02:23,833 - pyskl - INFO - Epoch [31][3100/7492] lr: 4.510e-02, eta: 5 days, 10:12:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4459, loss_cls: 8.5264, loss: 8.5264 2025-08-13 20:03:15,964 - pyskl - INFO - Epoch [31][3200/7492] lr: 4.509e-02, eta: 5 days, 10:11:23, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2022, top5_acc: 0.4497, loss_cls: 8.6238, loss: 8.6238 2025-08-13 20:04:08,088 - pyskl - INFO - Epoch [31][3300/7492] lr: 4.509e-02, eta: 5 days, 10:10:30, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4475, loss_cls: 8.5284, loss: 8.5284 2025-08-13 20:05:00,414 - pyskl - INFO - Epoch [31][3400/7492] lr: 4.508e-02, eta: 5 days, 10:09:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4666, loss_cls: 8.5049, loss: 8.5049 2025-08-13 20:05:52,749 - pyskl - INFO - Epoch [31][3500/7492] lr: 4.508e-02, eta: 5 days, 10:08:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4612, loss_cls: 8.4970, loss: 8.4970 2025-08-13 20:06:45,130 - pyskl - INFO - Epoch [31][3600/7492] lr: 4.508e-02, eta: 5 days, 10:07:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4637, loss_cls: 8.4000, loss: 8.4000 2025-08-13 20:07:37,548 - pyskl - INFO - Epoch [31][3700/7492] lr: 4.507e-02, eta: 5 days, 10:07:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4462, loss_cls: 8.6112, loss: 8.6112 2025-08-13 20:08:30,066 - pyskl - INFO - Epoch [31][3800/7492] lr: 4.507e-02, eta: 5 days, 10:06:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4562, loss_cls: 8.6223, loss: 8.6223 2025-08-13 20:09:22,283 - pyskl - INFO - Epoch [31][3900/7492] lr: 4.506e-02, eta: 5 days, 10:05:17, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2103, top5_acc: 0.4569, loss_cls: 8.5060, loss: 8.5060 2025-08-13 20:10:14,677 - pyskl - INFO - Epoch [31][4000/7492] lr: 4.506e-02, eta: 5 days, 10:04:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4647, loss_cls: 8.4419, loss: 8.4419 2025-08-13 20:11:06,834 - pyskl - INFO - Epoch [31][4100/7492] lr: 4.506e-02, eta: 5 days, 10:03:32, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4625, loss_cls: 8.5582, loss: 8.5582 2025-08-13 20:11:59,292 - pyskl - INFO - Epoch [31][4200/7492] lr: 4.505e-02, eta: 5 days, 10:02:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4584, loss_cls: 8.5581, loss: 8.5581 2025-08-13 20:12:51,703 - pyskl - INFO - Epoch [31][4300/7492] lr: 4.505e-02, eta: 5 days, 10:01:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4553, loss_cls: 8.3928, loss: 8.3928 2025-08-13 20:13:44,224 - pyskl - INFO - Epoch [31][4400/7492] lr: 4.504e-02, eta: 5 days, 10:00:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4566, loss_cls: 8.4524, loss: 8.4524 2025-08-13 20:14:36,748 - pyskl - INFO - Epoch [31][4500/7492] lr: 4.504e-02, eta: 5 days, 10:00:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4516, loss_cls: 8.4954, loss: 8.4954 2025-08-13 20:15:29,176 - pyskl - INFO - Epoch [31][4600/7492] lr: 4.503e-02, eta: 5 days, 9:59:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4553, loss_cls: 8.5470, loss: 8.5470 2025-08-13 20:16:21,395 - pyskl - INFO - Epoch [31][4700/7492] lr: 4.503e-02, eta: 5 days, 9:58:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4559, loss_cls: 8.4728, loss: 8.4728 2025-08-13 20:17:13,465 - pyskl - INFO - Epoch [31][4800/7492] lr: 4.503e-02, eta: 5 days, 9:57:28, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4541, loss_cls: 8.5428, loss: 8.5428 2025-08-13 20:18:06,416 - pyskl - INFO - Epoch [31][4900/7492] lr: 4.502e-02, eta: 5 days, 9:56:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4706, loss_cls: 8.5084, loss: 8.5084 2025-08-13 20:18:58,887 - pyskl - INFO - Epoch [31][5000/7492] lr: 4.502e-02, eta: 5 days, 9:55:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4509, loss_cls: 8.5579, loss: 8.5579 2025-08-13 20:19:51,555 - pyskl - INFO - Epoch [31][5100/7492] lr: 4.501e-02, eta: 5 days, 9:54:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4550, loss_cls: 8.4913, loss: 8.4913 2025-08-13 20:20:44,507 - pyskl - INFO - Epoch [31][5200/7492] lr: 4.501e-02, eta: 5 days, 9:54:05, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4394, loss_cls: 8.5814, loss: 8.5814 2025-08-13 20:21:37,239 - pyskl - INFO - Epoch [31][5300/7492] lr: 4.501e-02, eta: 5 days, 9:53:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4709, loss_cls: 8.4930, loss: 8.4930 2025-08-13 20:22:29,876 - pyskl - INFO - Epoch [31][5400/7492] lr: 4.500e-02, eta: 5 days, 9:52:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4437, loss_cls: 8.5933, loss: 8.5933 2025-08-13 20:23:22,401 - pyskl - INFO - Epoch [31][5500/7492] lr: 4.500e-02, eta: 5 days, 9:51:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4553, loss_cls: 8.5855, loss: 8.5855 2025-08-13 20:24:15,073 - pyskl - INFO - Epoch [31][5600/7492] lr: 4.499e-02, eta: 5 days, 9:50:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4669, loss_cls: 8.4892, loss: 8.4892 2025-08-13 20:25:07,626 - pyskl - INFO - Epoch [31][5700/7492] lr: 4.499e-02, eta: 5 days, 9:49:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4531, loss_cls: 8.5875, loss: 8.5875 2025-08-13 20:26:00,515 - pyskl - INFO - Epoch [31][5800/7492] lr: 4.498e-02, eta: 5 days, 9:49:00, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4541, loss_cls: 8.5092, loss: 8.5092 2025-08-13 20:26:53,118 - pyskl - INFO - Epoch [31][5900/7492] lr: 4.498e-02, eta: 5 days, 9:48:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4484, loss_cls: 8.5365, loss: 8.5365 2025-08-13 20:27:45,793 - pyskl - INFO - Epoch [31][6000/7492] lr: 4.498e-02, eta: 5 days, 9:47:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4713, loss_cls: 8.4130, loss: 8.4130 2025-08-13 20:28:38,121 - pyskl - INFO - Epoch [31][6100/7492] lr: 4.497e-02, eta: 5 days, 9:46:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4709, loss_cls: 8.4947, loss: 8.4947 2025-08-13 20:29:30,412 - pyskl - INFO - Epoch [31][6200/7492] lr: 4.497e-02, eta: 5 days, 9:45:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4525, loss_cls: 8.5335, loss: 8.5335 2025-08-13 20:30:22,815 - pyskl - INFO - Epoch [31][6300/7492] lr: 4.496e-02, eta: 5 days, 9:44:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4656, loss_cls: 8.5094, loss: 8.5094 2025-08-13 20:31:15,238 - pyskl - INFO - Epoch [31][6400/7492] lr: 4.496e-02, eta: 5 days, 9:43:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4481, loss_cls: 8.5332, loss: 8.5332 2025-08-13 20:32:07,959 - pyskl - INFO - Epoch [31][6500/7492] lr: 4.496e-02, eta: 5 days, 9:42:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4709, loss_cls: 8.4879, loss: 8.4879 2025-08-13 20:33:00,333 - pyskl - INFO - Epoch [31][6600/7492] lr: 4.495e-02, eta: 5 days, 9:42:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4641, loss_cls: 8.5486, loss: 8.5486 2025-08-13 20:33:52,810 - pyskl - INFO - Epoch [31][6700/7492] lr: 4.495e-02, eta: 5 days, 9:41:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2103, top5_acc: 0.4406, loss_cls: 8.6536, loss: 8.6536 2025-08-13 20:34:45,178 - pyskl - INFO - Epoch [31][6800/7492] lr: 4.494e-02, eta: 5 days, 9:40:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4625, loss_cls: 8.5017, loss: 8.5017 2025-08-13 20:35:37,331 - pyskl - INFO - Epoch [31][6900/7492] lr: 4.494e-02, eta: 5 days, 9:39:29, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4681, loss_cls: 8.4414, loss: 8.4414 2025-08-13 20:36:30,027 - pyskl - INFO - Epoch [31][7000/7492] lr: 4.493e-02, eta: 5 days, 9:38:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4512, loss_cls: 8.5279, loss: 8.5279 2025-08-13 20:37:22,595 - pyskl - INFO - Epoch [31][7100/7492] lr: 4.493e-02, eta: 5 days, 9:37:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4506, loss_cls: 8.6351, loss: 8.6351 2025-08-13 20:38:14,940 - pyskl - INFO - Epoch [31][7200/7492] lr: 4.493e-02, eta: 5 days, 9:36:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2103, top5_acc: 0.4597, loss_cls: 8.6218, loss: 8.6218 2025-08-13 20:39:07,096 - pyskl - INFO - Epoch [31][7300/7492] lr: 4.492e-02, eta: 5 days, 9:36:02, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4619, loss_cls: 8.5544, loss: 8.5544 2025-08-13 20:39:59,462 - pyskl - INFO - Epoch [31][7400/7492] lr: 4.492e-02, eta: 5 days, 9:35:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2091, top5_acc: 0.4547, loss_cls: 8.5156, loss: 8.5156 2025-08-13 20:40:49,127 - pyskl - INFO - Saving checkpoint at 31 epochs 2025-08-13 20:41:44,809 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 20:41:45,569 - pyskl - INFO - top1_acc 0.1831 top5_acc 0.3978 2025-08-13 20:41:45,569 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 20:41:45,609 - pyskl - INFO - mean_acc 0.1832 2025-08-13 20:41:45,683 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_24.pth was removed 2025-08-13 20:41:46,796 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_31.pth. 2025-08-13 20:41:46,797 - pyskl - INFO - Best top1_acc is 0.1831 at 31 epoch. 2025-08-13 20:41:46,810 - pyskl - INFO - Epoch(val) [31][617] top1_acc: 0.1831, top5_acc: 0.3978, mean_class_accuracy: 0.1832 2025-08-13 20:43:08,382 - pyskl - INFO - Epoch [32][100/7492] lr: 4.491e-02, eta: 5 days, 9:32:17, time: 0.816, data_time: 0.293, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4744, loss_cls: 8.3880, loss: 8.3880 2025-08-13 20:44:00,718 - pyskl - INFO - Epoch [32][200/7492] lr: 4.490e-02, eta: 5 days, 9:31:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4756, loss_cls: 8.4116, loss: 8.4116 2025-08-13 20:44:53,094 - pyskl - INFO - Epoch [32][300/7492] lr: 4.490e-02, eta: 5 days, 9:30:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4694, loss_cls: 8.4546, loss: 8.4546 2025-08-13 20:45:45,654 - pyskl - INFO - Epoch [32][400/7492] lr: 4.490e-02, eta: 5 days, 9:29:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4634, loss_cls: 8.4918, loss: 8.4918 2025-08-13 20:46:38,340 - pyskl - INFO - Epoch [32][500/7492] lr: 4.489e-02, eta: 5 days, 9:28:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4578, loss_cls: 8.5046, loss: 8.5046 2025-08-13 20:47:30,589 - pyskl - INFO - Epoch [32][600/7492] lr: 4.489e-02, eta: 5 days, 9:27:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4653, loss_cls: 8.4667, loss: 8.4667 2025-08-13 20:48:22,820 - pyskl - INFO - Epoch [32][700/7492] lr: 4.488e-02, eta: 5 days, 9:27:05, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4559, loss_cls: 8.5033, loss: 8.5033 2025-08-13 20:49:15,052 - pyskl - INFO - Epoch [32][800/7492] lr: 4.488e-02, eta: 5 days, 9:26:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4587, loss_cls: 8.5114, loss: 8.5114 2025-08-13 20:50:07,167 - pyskl - INFO - Epoch [32][900/7492] lr: 4.488e-02, eta: 5 days, 9:25:19, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4572, loss_cls: 8.5301, loss: 8.5301 2025-08-13 20:50:59,555 - pyskl - INFO - Epoch [32][1000/7492] lr: 4.487e-02, eta: 5 days, 9:24:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4581, loss_cls: 8.5660, loss: 8.5660 2025-08-13 20:51:52,076 - pyskl - INFO - Epoch [32][1100/7492] lr: 4.487e-02, eta: 5 days, 9:23:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4466, loss_cls: 8.5764, loss: 8.5764 2025-08-13 20:52:44,529 - pyskl - INFO - Epoch [32][1200/7492] lr: 4.486e-02, eta: 5 days, 9:22:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4662, loss_cls: 8.4476, loss: 8.4476 2025-08-13 20:53:36,841 - pyskl - INFO - Epoch [32][1300/7492] lr: 4.486e-02, eta: 5 days, 9:21:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4516, loss_cls: 8.5357, loss: 8.5357 2025-08-13 20:54:29,167 - pyskl - INFO - Epoch [32][1400/7492] lr: 4.485e-02, eta: 5 days, 9:20:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4541, loss_cls: 8.4488, loss: 8.4488 2025-08-13 20:55:21,501 - pyskl - INFO - Epoch [32][1500/7492] lr: 4.485e-02, eta: 5 days, 9:20:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4500, loss_cls: 8.5075, loss: 8.5075 2025-08-13 20:56:14,153 - pyskl - INFO - Epoch [32][1600/7492] lr: 4.485e-02, eta: 5 days, 9:19:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4600, loss_cls: 8.5503, loss: 8.5503 2025-08-13 20:57:06,592 - pyskl - INFO - Epoch [32][1700/7492] lr: 4.484e-02, eta: 5 days, 9:18:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4694, loss_cls: 8.3551, loss: 8.3551 2025-08-13 20:57:58,927 - pyskl - INFO - Epoch [32][1800/7492] lr: 4.484e-02, eta: 5 days, 9:17:32, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4725, loss_cls: 8.4332, loss: 8.4332 2025-08-13 20:58:51,409 - pyskl - INFO - Epoch [32][1900/7492] lr: 4.483e-02, eta: 5 days, 9:16:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4647, loss_cls: 8.4740, loss: 8.4740 2025-08-13 20:59:43,513 - pyskl - INFO - Epoch [32][2000/7492] lr: 4.483e-02, eta: 5 days, 9:15:47, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4541, loss_cls: 8.4794, loss: 8.4794 2025-08-13 21:00:35,691 - pyskl - INFO - Epoch [32][2100/7492] lr: 4.482e-02, eta: 5 days, 9:14:54, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4738, loss_cls: 8.4623, loss: 8.4623 2025-08-13 21:01:28,810 - pyskl - INFO - Epoch [32][2200/7492] lr: 4.482e-02, eta: 5 days, 9:14:05, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4653, loss_cls: 8.4270, loss: 8.4270 2025-08-13 21:02:21,327 - pyskl - INFO - Epoch [32][2300/7492] lr: 4.482e-02, eta: 5 days, 9:13:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4597, loss_cls: 8.5472, loss: 8.5472 2025-08-13 21:03:13,936 - pyskl - INFO - Epoch [32][2400/7492] lr: 4.481e-02, eta: 5 days, 9:12:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4547, loss_cls: 8.6474, loss: 8.6474 2025-08-13 21:04:06,414 - pyskl - INFO - Epoch [32][2500/7492] lr: 4.481e-02, eta: 5 days, 9:11:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4541, loss_cls: 8.4896, loss: 8.4896 2025-08-13 21:04:58,818 - pyskl - INFO - Epoch [32][2600/7492] lr: 4.480e-02, eta: 5 days, 9:10:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2075, top5_acc: 0.4531, loss_cls: 8.5379, loss: 8.5379 2025-08-13 21:05:51,379 - pyskl - INFO - Epoch [32][2700/7492] lr: 4.480e-02, eta: 5 days, 9:09:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4816, loss_cls: 8.3382, loss: 8.3382 2025-08-13 21:06:43,767 - pyskl - INFO - Epoch [32][2800/7492] lr: 4.479e-02, eta: 5 days, 9:08:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4587, loss_cls: 8.5010, loss: 8.5010 2025-08-13 21:07:36,107 - pyskl - INFO - Epoch [32][2900/7492] lr: 4.479e-02, eta: 5 days, 9:08:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4497, loss_cls: 8.5662, loss: 8.5662 2025-08-13 21:08:28,636 - pyskl - INFO - Epoch [32][3000/7492] lr: 4.479e-02, eta: 5 days, 9:07:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4688, loss_cls: 8.4745, loss: 8.4745 2025-08-13 21:09:21,324 - pyskl - INFO - Epoch [32][3100/7492] lr: 4.478e-02, eta: 5 days, 9:06:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4453, loss_cls: 8.5769, loss: 8.5769 2025-08-13 21:10:13,714 - pyskl - INFO - Epoch [32][3200/7492] lr: 4.478e-02, eta: 5 days, 9:05:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4550, loss_cls: 8.5607, loss: 8.5607 2025-08-13 21:11:06,098 - pyskl - INFO - Epoch [32][3300/7492] lr: 4.477e-02, eta: 5 days, 9:04:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4697, loss_cls: 8.4586, loss: 8.4586 2025-08-13 21:11:58,237 - pyskl - INFO - Epoch [32][3400/7492] lr: 4.477e-02, eta: 5 days, 9:03:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4700, loss_cls: 8.5053, loss: 8.5053 2025-08-13 21:12:50,887 - pyskl - INFO - Epoch [32][3500/7492] lr: 4.476e-02, eta: 5 days, 9:02:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4547, loss_cls: 8.5253, loss: 8.5253 2025-08-13 21:13:43,355 - pyskl - INFO - Epoch [32][3600/7492] lr: 4.476e-02, eta: 5 days, 9:02:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4609, loss_cls: 8.4513, loss: 8.4513 2025-08-13 21:14:35,674 - pyskl - INFO - Epoch [32][3700/7492] lr: 4.476e-02, eta: 5 days, 9:01:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4509, loss_cls: 8.5077, loss: 8.5077 2025-08-13 21:15:28,288 - pyskl - INFO - Epoch [32][3800/7492] lr: 4.475e-02, eta: 5 days, 9:00:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4525, loss_cls: 8.5251, loss: 8.5251 2025-08-13 21:16:20,581 - pyskl - INFO - Epoch [32][3900/7492] lr: 4.475e-02, eta: 5 days, 8:59:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4516, loss_cls: 8.5299, loss: 8.5299 2025-08-13 21:17:12,783 - pyskl - INFO - Epoch [32][4000/7492] lr: 4.474e-02, eta: 5 days, 8:58:32, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4678, loss_cls: 8.4038, loss: 8.4038 2025-08-13 21:18:05,525 - pyskl - INFO - Epoch [32][4100/7492] lr: 4.474e-02, eta: 5 days, 8:57:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4516, loss_cls: 8.5890, loss: 8.5890 2025-08-13 21:18:58,068 - pyskl - INFO - Epoch [32][4200/7492] lr: 4.473e-02, eta: 5 days, 8:56:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4794, loss_cls: 8.4493, loss: 8.4493 2025-08-13 21:19:50,494 - pyskl - INFO - Epoch [32][4300/7492] lr: 4.473e-02, eta: 5 days, 8:55:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4697, loss_cls: 8.4797, loss: 8.4797 2025-08-13 21:20:42,999 - pyskl - INFO - Epoch [32][4400/7492] lr: 4.473e-02, eta: 5 days, 8:55:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4606, loss_cls: 8.5230, loss: 8.5230 2025-08-13 21:21:35,362 - pyskl - INFO - Epoch [32][4500/7492] lr: 4.472e-02, eta: 5 days, 8:54:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4519, loss_cls: 8.5281, loss: 8.5281 2025-08-13 21:22:27,726 - pyskl - INFO - Epoch [32][4600/7492] lr: 4.472e-02, eta: 5 days, 8:53:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4544, loss_cls: 8.5534, loss: 8.5534 2025-08-13 21:23:20,400 - pyskl - INFO - Epoch [32][4700/7492] lr: 4.471e-02, eta: 5 days, 8:52:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4753, loss_cls: 8.4476, loss: 8.4476 2025-08-13 21:24:12,744 - pyskl - INFO - Epoch [32][4800/7492] lr: 4.471e-02, eta: 5 days, 8:51:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4700, loss_cls: 8.4200, loss: 8.4200 2025-08-13 21:25:05,478 - pyskl - INFO - Epoch [32][4900/7492] lr: 4.470e-02, eta: 5 days, 8:50:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4597, loss_cls: 8.4812, loss: 8.4812 2025-08-13 21:25:58,199 - pyskl - INFO - Epoch [32][5000/7492] lr: 4.470e-02, eta: 5 days, 8:49:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4475, loss_cls: 8.5272, loss: 8.5272 2025-08-13 21:26:51,178 - pyskl - INFO - Epoch [32][5100/7492] lr: 4.470e-02, eta: 5 days, 8:49:08, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4575, loss_cls: 8.5775, loss: 8.5775 2025-08-13 21:27:43,807 - pyskl - INFO - Epoch [32][5200/7492] lr: 4.469e-02, eta: 5 days, 8:48:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4603, loss_cls: 8.4603, loss: 8.4603 2025-08-13 21:28:36,202 - pyskl - INFO - Epoch [32][5300/7492] lr: 4.469e-02, eta: 5 days, 8:47:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4569, loss_cls: 8.5328, loss: 8.5328 2025-08-13 21:29:28,636 - pyskl - INFO - Epoch [32][5400/7492] lr: 4.468e-02, eta: 5 days, 8:46:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4603, loss_cls: 8.5351, loss: 8.5351 2025-08-13 21:30:21,134 - pyskl - INFO - Epoch [32][5500/7492] lr: 4.468e-02, eta: 5 days, 8:45:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2112, top5_acc: 0.4575, loss_cls: 8.4871, loss: 8.4871 2025-08-13 21:31:13,730 - pyskl - INFO - Epoch [32][5600/7492] lr: 4.467e-02, eta: 5 days, 8:44:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4603, loss_cls: 8.5046, loss: 8.5046 2025-08-13 21:32:06,168 - pyskl - INFO - Epoch [32][5700/7492] lr: 4.467e-02, eta: 5 days, 8:43:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4544, loss_cls: 8.5160, loss: 8.5160 2025-08-13 21:32:58,750 - pyskl - INFO - Epoch [32][5800/7492] lr: 4.467e-02, eta: 5 days, 8:43:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4581, loss_cls: 8.4839, loss: 8.4839 2025-08-13 21:33:51,215 - pyskl - INFO - Epoch [32][5900/7492] lr: 4.466e-02, eta: 5 days, 8:42:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4578, loss_cls: 8.5378, loss: 8.5378 2025-08-13 21:34:44,048 - pyskl - INFO - Epoch [32][6000/7492] lr: 4.466e-02, eta: 5 days, 8:41:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4606, loss_cls: 8.5370, loss: 8.5370 2025-08-13 21:35:36,461 - pyskl - INFO - Epoch [32][6100/7492] lr: 4.465e-02, eta: 5 days, 8:40:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4512, loss_cls: 8.5790, loss: 8.5790 2025-08-13 21:36:28,936 - pyskl - INFO - Epoch [32][6200/7492] lr: 4.465e-02, eta: 5 days, 8:39:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4656, loss_cls: 8.4717, loss: 8.4717 2025-08-13 21:37:21,389 - pyskl - INFO - Epoch [32][6300/7492] lr: 4.464e-02, eta: 5 days, 8:38:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4609, loss_cls: 8.5259, loss: 8.5259 2025-08-13 21:38:13,802 - pyskl - INFO - Epoch [32][6400/7492] lr: 4.464e-02, eta: 5 days, 8:37:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4566, loss_cls: 8.5094, loss: 8.5094 2025-08-13 21:39:06,335 - pyskl - INFO - Epoch [32][6500/7492] lr: 4.464e-02, eta: 5 days, 8:37:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4634, loss_cls: 8.4754, loss: 8.4754 2025-08-13 21:39:58,813 - pyskl - INFO - Epoch [32][6600/7492] lr: 4.463e-02, eta: 5 days, 8:36:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4609, loss_cls: 8.4385, loss: 8.4385 2025-08-13 21:40:51,390 - pyskl - INFO - Epoch [32][6700/7492] lr: 4.463e-02, eta: 5 days, 8:35:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2084, top5_acc: 0.4534, loss_cls: 8.4987, loss: 8.4987 2025-08-13 21:41:43,761 - pyskl - INFO - Epoch [32][6800/7492] lr: 4.462e-02, eta: 5 days, 8:34:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4625, loss_cls: 8.5387, loss: 8.5387 2025-08-13 21:42:35,990 - pyskl - INFO - Epoch [32][6900/7492] lr: 4.462e-02, eta: 5 days, 8:33:37, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4541, loss_cls: 8.5766, loss: 8.5766 2025-08-13 21:43:28,746 - pyskl - INFO - Epoch [32][7000/7492] lr: 4.461e-02, eta: 5 days, 8:32:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4444, loss_cls: 8.5501, loss: 8.5501 2025-08-13 21:44:21,714 - pyskl - INFO - Epoch [32][7100/7492] lr: 4.461e-02, eta: 5 days, 8:31:57, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4522, loss_cls: 8.5752, loss: 8.5752 2025-08-13 21:45:13,919 - pyskl - INFO - Epoch [32][7200/7492] lr: 4.461e-02, eta: 5 days, 8:31:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4616, loss_cls: 8.4723, loss: 8.4723 2025-08-13 21:46:06,390 - pyskl - INFO - Epoch [32][7300/7492] lr: 4.460e-02, eta: 5 days, 8:30:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4484, loss_cls: 8.4876, loss: 8.4876 2025-08-13 21:46:58,964 - pyskl - INFO - Epoch [32][7400/7492] lr: 4.460e-02, eta: 5 days, 8:29:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4487, loss_cls: 8.6372, loss: 8.6372 2025-08-13 21:47:48,014 - pyskl - INFO - Saving checkpoint at 32 epochs 2025-08-13 21:48:43,815 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 21:48:44,550 - pyskl - INFO - top1_acc 0.1833 top5_acc 0.4065 2025-08-13 21:48:44,551 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 21:48:44,587 - pyskl - INFO - mean_acc 0.1832 2025-08-13 21:48:44,648 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_31.pth was removed 2025-08-13 21:48:45,699 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_32.pth. 2025-08-13 21:48:45,700 - pyskl - INFO - Best top1_acc is 0.1833 at 32 epoch. 2025-08-13 21:48:45,712 - pyskl - INFO - Epoch(val) [32][617] top1_acc: 0.1833, top5_acc: 0.4065, mean_class_accuracy: 0.1832 2025-08-13 21:50:06,947 - pyskl - INFO - Epoch [33][100/7492] lr: 4.459e-02, eta: 5 days, 8:26:30, time: 0.812, data_time: 0.287, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4703, loss_cls: 8.3629, loss: 8.3629 2025-08-13 21:50:59,318 - pyskl - INFO - Epoch [33][200/7492] lr: 4.458e-02, eta: 5 days, 8:25:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4681, loss_cls: 8.4848, loss: 8.4848 2025-08-13 21:51:51,809 - pyskl - INFO - Epoch [33][300/7492] lr: 4.458e-02, eta: 5 days, 8:24:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4478, loss_cls: 8.5763, loss: 8.5763 2025-08-13 21:52:44,193 - pyskl - INFO - Epoch [33][400/7492] lr: 4.458e-02, eta: 5 days, 8:23:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4669, loss_cls: 8.4310, loss: 8.4310 2025-08-13 21:53:36,554 - pyskl - INFO - Epoch [33][500/7492] lr: 4.457e-02, eta: 5 days, 8:23:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4544, loss_cls: 8.4718, loss: 8.4718 2025-08-13 21:54:29,047 - pyskl - INFO - Epoch [33][600/7492] lr: 4.457e-02, eta: 5 days, 8:22:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4822, loss_cls: 8.3407, loss: 8.3407 2025-08-13 21:55:21,341 - pyskl - INFO - Epoch [33][700/7492] lr: 4.456e-02, eta: 5 days, 8:21:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4575, loss_cls: 8.4332, loss: 8.4332 2025-08-13 21:56:13,747 - pyskl - INFO - Epoch [33][800/7492] lr: 4.456e-02, eta: 5 days, 8:20:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4578, loss_cls: 8.4825, loss: 8.4825 2025-08-13 21:57:06,210 - pyskl - INFO - Epoch [33][900/7492] lr: 4.455e-02, eta: 5 days, 8:19:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4591, loss_cls: 8.4677, loss: 8.4677 2025-08-13 21:57:58,671 - pyskl - INFO - Epoch [33][1000/7492] lr: 4.455e-02, eta: 5 days, 8:18:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4631, loss_cls: 8.3383, loss: 8.3383 2025-08-13 21:58:51,226 - pyskl - INFO - Epoch [33][1100/7492] lr: 4.454e-02, eta: 5 days, 8:17:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4559, loss_cls: 8.5420, loss: 8.5420 2025-08-13 21:59:43,327 - pyskl - INFO - Epoch [33][1200/7492] lr: 4.454e-02, eta: 5 days, 8:16:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4616, loss_cls: 8.5131, loss: 8.5131 2025-08-13 22:00:35,711 - pyskl - INFO - Epoch [33][1300/7492] lr: 4.454e-02, eta: 5 days, 8:16:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4594, loss_cls: 8.4805, loss: 8.4805 2025-08-13 22:01:28,117 - pyskl - INFO - Epoch [33][1400/7492] lr: 4.453e-02, eta: 5 days, 8:15:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4534, loss_cls: 8.5441, loss: 8.5441 2025-08-13 22:02:20,807 - pyskl - INFO - Epoch [33][1500/7492] lr: 4.453e-02, eta: 5 days, 8:14:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4772, loss_cls: 8.3870, loss: 8.3870 2025-08-13 22:03:13,352 - pyskl - INFO - Epoch [33][1600/7492] lr: 4.452e-02, eta: 5 days, 8:13:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4659, loss_cls: 8.4829, loss: 8.4829 2025-08-13 22:04:06,120 - pyskl - INFO - Epoch [33][1700/7492] lr: 4.452e-02, eta: 5 days, 8:12:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4600, loss_cls: 8.5829, loss: 8.5829 2025-08-13 22:04:58,632 - pyskl - INFO - Epoch [33][1800/7492] lr: 4.451e-02, eta: 5 days, 8:11:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4537, loss_cls: 8.5475, loss: 8.5475 2025-08-13 22:05:51,367 - pyskl - INFO - Epoch [33][1900/7492] lr: 4.451e-02, eta: 5 days, 8:10:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4575, loss_cls: 8.6000, loss: 8.6000 2025-08-13 22:06:43,996 - pyskl - INFO - Epoch [33][2000/7492] lr: 4.451e-02, eta: 5 days, 8:10:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4703, loss_cls: 8.4619, loss: 8.4619 2025-08-13 22:07:36,608 - pyskl - INFO - Epoch [33][2100/7492] lr: 4.450e-02, eta: 5 days, 8:09:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4497, loss_cls: 8.5247, loss: 8.5247 2025-08-13 22:08:29,178 - pyskl - INFO - Epoch [33][2200/7492] lr: 4.450e-02, eta: 5 days, 8:08:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4684, loss_cls: 8.4150, loss: 8.4150 2025-08-13 22:09:21,672 - pyskl - INFO - Epoch [33][2300/7492] lr: 4.449e-02, eta: 5 days, 8:07:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4647, loss_cls: 8.5010, loss: 8.5010 2025-08-13 22:10:14,230 - pyskl - INFO - Epoch [33][2400/7492] lr: 4.449e-02, eta: 5 days, 8:06:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4650, loss_cls: 8.4539, loss: 8.4539 2025-08-13 22:11:06,231 - pyskl - INFO - Epoch [33][2500/7492] lr: 4.448e-02, eta: 5 days, 8:05:48, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4659, loss_cls: 8.4240, loss: 8.4240 2025-08-13 22:11:58,624 - pyskl - INFO - Epoch [33][2600/7492] lr: 4.448e-02, eta: 5 days, 8:04:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4566, loss_cls: 8.5414, loss: 8.5414 2025-08-13 22:12:51,005 - pyskl - INFO - Epoch [33][2700/7492] lr: 4.447e-02, eta: 5 days, 8:04:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4684, loss_cls: 8.4706, loss: 8.4706 2025-08-13 22:13:43,404 - pyskl - INFO - Epoch [33][2800/7492] lr: 4.447e-02, eta: 5 days, 8:03:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4609, loss_cls: 8.4437, loss: 8.4437 2025-08-13 22:14:35,807 - pyskl - INFO - Epoch [33][2900/7492] lr: 4.447e-02, eta: 5 days, 8:02:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4531, loss_cls: 8.5451, loss: 8.5451 2025-08-13 22:15:28,203 - pyskl - INFO - Epoch [33][3000/7492] lr: 4.446e-02, eta: 5 days, 8:01:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4628, loss_cls: 8.5280, loss: 8.5280 2025-08-13 22:16:20,476 - pyskl - INFO - Epoch [33][3100/7492] lr: 4.446e-02, eta: 5 days, 8:00:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2062, top5_acc: 0.4472, loss_cls: 8.5897, loss: 8.5897 2025-08-13 22:17:12,765 - pyskl - INFO - Epoch [33][3200/7492] lr: 4.445e-02, eta: 5 days, 7:59:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4741, loss_cls: 8.2976, loss: 8.2976 2025-08-13 22:18:05,375 - pyskl - INFO - Epoch [33][3300/7492] lr: 4.445e-02, eta: 5 days, 7:58:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4622, loss_cls: 8.4905, loss: 8.4905 2025-08-13 22:18:57,977 - pyskl - INFO - Epoch [33][3400/7492] lr: 4.444e-02, eta: 5 days, 7:58:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4631, loss_cls: 8.4804, loss: 8.4804 2025-08-13 22:19:50,543 - pyskl - INFO - Epoch [33][3500/7492] lr: 4.444e-02, eta: 5 days, 7:57:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4487, loss_cls: 8.5082, loss: 8.5082 2025-08-13 22:20:43,291 - pyskl - INFO - Epoch [33][3600/7492] lr: 4.444e-02, eta: 5 days, 7:56:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4644, loss_cls: 8.4759, loss: 8.4759 2025-08-13 22:21:35,999 - pyskl - INFO - Epoch [33][3700/7492] lr: 4.443e-02, eta: 5 days, 7:55:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4597, loss_cls: 8.5151, loss: 8.5151 2025-08-13 22:22:28,381 - pyskl - INFO - Epoch [33][3800/7492] lr: 4.443e-02, eta: 5 days, 7:54:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4462, loss_cls: 8.5901, loss: 8.5901 2025-08-13 22:23:21,054 - pyskl - INFO - Epoch [33][3900/7492] lr: 4.442e-02, eta: 5 days, 7:53:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2091, top5_acc: 0.4609, loss_cls: 8.4694, loss: 8.4694 2025-08-13 22:24:13,556 - pyskl - INFO - Epoch [33][4000/7492] lr: 4.442e-02, eta: 5 days, 7:52:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4734, loss_cls: 8.4914, loss: 8.4914 2025-08-13 22:25:06,168 - pyskl - INFO - Epoch [33][4100/7492] lr: 4.441e-02, eta: 5 days, 7:52:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4566, loss_cls: 8.5555, loss: 8.5555 2025-08-13 22:25:58,904 - pyskl - INFO - Epoch [33][4200/7492] lr: 4.441e-02, eta: 5 days, 7:51:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4734, loss_cls: 8.4348, loss: 8.4348 2025-08-13 22:26:51,491 - pyskl - INFO - Epoch [33][4300/7492] lr: 4.440e-02, eta: 5 days, 7:50:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 8.5081, loss: 8.5081 2025-08-13 22:27:43,877 - pyskl - INFO - Epoch [33][4400/7492] lr: 4.440e-02, eta: 5 days, 7:49:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4669, loss_cls: 8.3919, loss: 8.3919 2025-08-13 22:28:36,407 - pyskl - INFO - Epoch [33][4500/7492] lr: 4.440e-02, eta: 5 days, 7:48:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4600, loss_cls: 8.5796, loss: 8.5796 2025-08-13 22:29:28,894 - pyskl - INFO - Epoch [33][4600/7492] lr: 4.439e-02, eta: 5 days, 7:47:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4688, loss_cls: 8.4995, loss: 8.4995 2025-08-13 22:30:21,800 - pyskl - INFO - Epoch [33][4700/7492] lr: 4.439e-02, eta: 5 days, 7:46:54, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4628, loss_cls: 8.4886, loss: 8.4886 2025-08-13 22:31:14,448 - pyskl - INFO - Epoch [33][4800/7492] lr: 4.438e-02, eta: 5 days, 7:46:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4703, loss_cls: 8.4925, loss: 8.4925 2025-08-13 22:32:07,153 - pyskl - INFO - Epoch [33][4900/7492] lr: 4.438e-02, eta: 5 days, 7:45:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4681, loss_cls: 8.4431, loss: 8.4431 2025-08-13 22:32:59,775 - pyskl - INFO - Epoch [33][5000/7492] lr: 4.437e-02, eta: 5 days, 7:44:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4444, loss_cls: 8.6534, loss: 8.6534 2025-08-13 22:33:52,284 - pyskl - INFO - Epoch [33][5100/7492] lr: 4.437e-02, eta: 5 days, 7:43:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4522, loss_cls: 8.5278, loss: 8.5278 2025-08-13 22:34:44,792 - pyskl - INFO - Epoch [33][5200/7492] lr: 4.436e-02, eta: 5 days, 7:42:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4603, loss_cls: 8.5082, loss: 8.5082 2025-08-13 22:35:37,171 - pyskl - INFO - Epoch [33][5300/7492] lr: 4.436e-02, eta: 5 days, 7:41:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4516, loss_cls: 8.5079, loss: 8.5079 2025-08-13 22:36:29,715 - pyskl - INFO - Epoch [33][5400/7492] lr: 4.436e-02, eta: 5 days, 7:40:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4556, loss_cls: 8.5429, loss: 8.5429 2025-08-13 22:37:22,209 - pyskl - INFO - Epoch [33][5500/7492] lr: 4.435e-02, eta: 5 days, 7:40:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4644, loss_cls: 8.4821, loss: 8.4821 2025-08-13 22:38:14,557 - pyskl - INFO - Epoch [33][5600/7492] lr: 4.435e-02, eta: 5 days, 7:39:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4738, loss_cls: 8.3397, loss: 8.3397 2025-08-13 22:39:07,188 - pyskl - INFO - Epoch [33][5700/7492] lr: 4.434e-02, eta: 5 days, 7:38:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4594, loss_cls: 8.5083, loss: 8.5083 2025-08-13 22:39:59,793 - pyskl - INFO - Epoch [33][5800/7492] lr: 4.434e-02, eta: 5 days, 7:37:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4578, loss_cls: 8.5494, loss: 8.5494 2025-08-13 22:40:52,425 - pyskl - INFO - Epoch [33][5900/7492] lr: 4.433e-02, eta: 5 days, 7:36:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4584, loss_cls: 8.5595, loss: 8.5595 2025-08-13 22:41:44,839 - pyskl - INFO - Epoch [33][6000/7492] lr: 4.433e-02, eta: 5 days, 7:35:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4612, loss_cls: 8.4535, loss: 8.4535 2025-08-13 22:42:37,297 - pyskl - INFO - Epoch [33][6100/7492] lr: 4.432e-02, eta: 5 days, 7:34:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4597, loss_cls: 8.5504, loss: 8.5504 2025-08-13 22:43:29,631 - pyskl - INFO - Epoch [33][6200/7492] lr: 4.432e-02, eta: 5 days, 7:34:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4553, loss_cls: 8.5360, loss: 8.5360 2025-08-13 22:44:22,434 - pyskl - INFO - Epoch [33][6300/7492] lr: 4.432e-02, eta: 5 days, 7:33:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2087, top5_acc: 0.4512, loss_cls: 8.5200, loss: 8.5200 2025-08-13 22:45:14,925 - pyskl - INFO - Epoch [33][6400/7492] lr: 4.431e-02, eta: 5 days, 7:32:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4603, loss_cls: 8.4740, loss: 8.4740 2025-08-13 22:46:07,248 - pyskl - INFO - Epoch [33][6500/7492] lr: 4.431e-02, eta: 5 days, 7:31:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4603, loss_cls: 8.4657, loss: 8.4657 2025-08-13 22:46:59,734 - pyskl - INFO - Epoch [33][6600/7492] lr: 4.430e-02, eta: 5 days, 7:30:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4681, loss_cls: 8.4830, loss: 8.4830 2025-08-13 22:47:52,111 - pyskl - INFO - Epoch [33][6700/7492] lr: 4.430e-02, eta: 5 days, 7:29:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4647, loss_cls: 8.5254, loss: 8.5254 2025-08-13 22:48:44,627 - pyskl - INFO - Epoch [33][6800/7492] lr: 4.429e-02, eta: 5 days, 7:28:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4656, loss_cls: 8.4655, loss: 8.4655 2025-08-13 22:49:37,304 - pyskl - INFO - Epoch [33][6900/7492] lr: 4.429e-02, eta: 5 days, 7:28:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4628, loss_cls: 8.5046, loss: 8.5046 2025-08-13 22:50:29,890 - pyskl - INFO - Epoch [33][7000/7492] lr: 4.428e-02, eta: 5 days, 7:27:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4541, loss_cls: 8.5492, loss: 8.5492 2025-08-13 22:51:22,330 - pyskl - INFO - Epoch [33][7100/7492] lr: 4.428e-02, eta: 5 days, 7:26:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4688, loss_cls: 8.4650, loss: 8.4650 2025-08-13 22:52:15,254 - pyskl - INFO - Epoch [33][7200/7492] lr: 4.428e-02, eta: 5 days, 7:25:27, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2147, top5_acc: 0.4497, loss_cls: 8.5311, loss: 8.5311 2025-08-13 22:53:07,673 - pyskl - INFO - Epoch [33][7300/7492] lr: 4.427e-02, eta: 5 days, 7:24:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4591, loss_cls: 8.4013, loss: 8.4013 2025-08-13 22:54:00,184 - pyskl - INFO - Epoch [33][7400/7492] lr: 4.427e-02, eta: 5 days, 7:23:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4738, loss_cls: 8.5253, loss: 8.5253 2025-08-13 22:54:49,472 - pyskl - INFO - Saving checkpoint at 33 epochs 2025-08-13 22:55:45,248 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-13 22:55:45,990 - pyskl - INFO - top1_acc 0.1638 top5_acc 0.3825 2025-08-13 22:55:45,990 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-13 22:55:46,029 - pyskl - INFO - mean_acc 0.1636 2025-08-13 22:55:46,042 - pyskl - INFO - Epoch(val) [33][617] top1_acc: 0.1638, top5_acc: 0.3825, mean_class_accuracy: 0.1636 2025-08-13 22:57:07,393 - pyskl - INFO - Epoch [34][100/7492] lr: 4.426e-02, eta: 5 days, 7:20:55, time: 0.813, data_time: 0.292, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4653, loss_cls: 8.4897, loss: 8.4897 2025-08-13 22:57:59,708 - pyskl - INFO - Epoch [34][200/7492] lr: 4.425e-02, eta: 5 days, 7:20:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4691, loss_cls: 8.4321, loss: 8.4321 2025-08-13 22:58:51,894 - pyskl - INFO - Epoch [34][300/7492] lr: 4.425e-02, eta: 5 days, 7:19:10, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2159, top5_acc: 0.4619, loss_cls: 8.5035, loss: 8.5035 2025-08-13 22:59:44,324 - pyskl - INFO - Epoch [34][400/7492] lr: 4.425e-02, eta: 5 days, 7:18:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4744, loss_cls: 8.4051, loss: 8.4051 2025-08-13 23:00:36,637 - pyskl - INFO - Epoch [34][500/7492] lr: 4.424e-02, eta: 5 days, 7:17:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4728, loss_cls: 8.2726, loss: 8.2726 2025-08-13 23:01:29,169 - pyskl - INFO - Epoch [34][600/7492] lr: 4.424e-02, eta: 5 days, 7:16:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4825, loss_cls: 8.3193, loss: 8.3193 2025-08-13 23:02:21,806 - pyskl - INFO - Epoch [34][700/7492] lr: 4.423e-02, eta: 5 days, 7:15:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4678, loss_cls: 8.4412, loss: 8.4412 2025-08-13 23:03:14,361 - pyskl - INFO - Epoch [34][800/7492] lr: 4.423e-02, eta: 5 days, 7:14:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4788, loss_cls: 8.4511, loss: 8.4511 2025-08-13 23:04:06,858 - pyskl - INFO - Epoch [34][900/7492] lr: 4.422e-02, eta: 5 days, 7:14:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2156, top5_acc: 0.4566, loss_cls: 8.4410, loss: 8.4410 2025-08-13 23:04:59,444 - pyskl - INFO - Epoch [34][1000/7492] lr: 4.422e-02, eta: 5 days, 7:13:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4572, loss_cls: 8.4427, loss: 8.4427 2025-08-13 23:05:52,166 - pyskl - INFO - Epoch [34][1100/7492] lr: 4.421e-02, eta: 5 days, 7:12:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4809, loss_cls: 8.4371, loss: 8.4371 2025-08-13 23:06:44,771 - pyskl - INFO - Epoch [34][1200/7492] lr: 4.421e-02, eta: 5 days, 7:11:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4728, loss_cls: 8.4428, loss: 8.4428 2025-08-13 23:07:37,287 - pyskl - INFO - Epoch [34][1300/7492] lr: 4.420e-02, eta: 5 days, 7:10:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4634, loss_cls: 8.4086, loss: 8.4086 2025-08-13 23:08:29,962 - pyskl - INFO - Epoch [34][1400/7492] lr: 4.420e-02, eta: 5 days, 7:09:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4625, loss_cls: 8.4831, loss: 8.4831 2025-08-13 23:09:22,844 - pyskl - INFO - Epoch [34][1500/7492] lr: 4.420e-02, eta: 5 days, 7:08:54, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4750, loss_cls: 8.4429, loss: 8.4429 2025-08-13 23:10:15,456 - pyskl - INFO - Epoch [34][1600/7492] lr: 4.419e-02, eta: 5 days, 7:08:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4672, loss_cls: 8.3754, loss: 8.3754 2025-08-13 23:11:08,238 - pyskl - INFO - Epoch [34][1700/7492] lr: 4.419e-02, eta: 5 days, 7:07:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4497, loss_cls: 8.5559, loss: 8.5559 2025-08-13 23:12:00,882 - pyskl - INFO - Epoch [34][1800/7492] lr: 4.418e-02, eta: 5 days, 7:06:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4506, loss_cls: 8.5700, loss: 8.5700 2025-08-13 23:12:53,384 - pyskl - INFO - Epoch [34][1900/7492] lr: 4.418e-02, eta: 5 days, 7:05:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2106, top5_acc: 0.4459, loss_cls: 8.5871, loss: 8.5871 2025-08-13 23:13:45,974 - pyskl - INFO - Epoch [34][2000/7492] lr: 4.417e-02, eta: 5 days, 7:04:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4597, loss_cls: 8.4785, loss: 8.4785 2025-08-13 23:14:38,518 - pyskl - INFO - Epoch [34][2100/7492] lr: 4.417e-02, eta: 5 days, 7:03:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4631, loss_cls: 8.5379, loss: 8.5379 2025-08-13 23:15:31,212 - pyskl - INFO - Epoch [34][2200/7492] lr: 4.416e-02, eta: 5 days, 7:02:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4525, loss_cls: 8.5056, loss: 8.5056 2025-08-13 23:16:23,867 - pyskl - INFO - Epoch [34][2300/7492] lr: 4.416e-02, eta: 5 days, 7:02:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4609, loss_cls: 8.5060, loss: 8.5060 2025-08-13 23:17:16,563 - pyskl - INFO - Epoch [34][2400/7492] lr: 4.416e-02, eta: 5 days, 7:01:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4828, loss_cls: 8.4559, loss: 8.4559 2025-08-13 23:18:09,213 - pyskl - INFO - Epoch [34][2500/7492] lr: 4.415e-02, eta: 5 days, 7:00:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4609, loss_cls: 8.5609, loss: 8.5609 2025-08-13 23:19:01,968 - pyskl - INFO - Epoch [34][2600/7492] lr: 4.415e-02, eta: 5 days, 6:59:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4594, loss_cls: 8.5185, loss: 8.5185 2025-08-13 23:19:54,738 - pyskl - INFO - Epoch [34][2700/7492] lr: 4.414e-02, eta: 5 days, 6:58:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4619, loss_cls: 8.5103, loss: 8.5103 2025-08-13 23:20:47,550 - pyskl - INFO - Epoch [34][2800/7492] lr: 4.414e-02, eta: 5 days, 6:57:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4641, loss_cls: 8.4853, loss: 8.4853 2025-08-13 23:21:40,092 - pyskl - INFO - Epoch [34][2900/7492] lr: 4.413e-02, eta: 5 days, 6:56:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4694, loss_cls: 8.3970, loss: 8.3970 2025-08-13 23:22:32,717 - pyskl - INFO - Epoch [34][3000/7492] lr: 4.413e-02, eta: 5 days, 6:56:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4550, loss_cls: 8.4611, loss: 8.4611 2025-08-13 23:23:25,327 - pyskl - INFO - Epoch [34][3100/7492] lr: 4.412e-02, eta: 5 days, 6:55:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4481, loss_cls: 8.5512, loss: 8.5512 2025-08-13 23:24:18,146 - pyskl - INFO - Epoch [34][3200/7492] lr: 4.412e-02, eta: 5 days, 6:54:25, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4594, loss_cls: 8.5493, loss: 8.5493 2025-08-13 23:25:10,955 - pyskl - INFO - Epoch [34][3300/7492] lr: 4.412e-02, eta: 5 days, 6:53:35, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4628, loss_cls: 8.5434, loss: 8.5434 2025-08-13 23:26:03,677 - pyskl - INFO - Epoch [34][3400/7492] lr: 4.411e-02, eta: 5 days, 6:52:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4581, loss_cls: 8.5328, loss: 8.5328 2025-08-13 23:26:56,366 - pyskl - INFO - Epoch [34][3500/7492] lr: 4.411e-02, eta: 5 days, 6:51:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4788, loss_cls: 8.4206, loss: 8.4206 2025-08-13 23:27:49,223 - pyskl - INFO - Epoch [34][3600/7492] lr: 4.410e-02, eta: 5 days, 6:51:03, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2178, top5_acc: 0.4603, loss_cls: 8.5349, loss: 8.5349 2025-08-13 23:28:41,636 - pyskl - INFO - Epoch [34][3700/7492] lr: 4.410e-02, eta: 5 days, 6:50:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4556, loss_cls: 8.5249, loss: 8.5249 2025-08-13 23:29:34,299 - pyskl - INFO - Epoch [34][3800/7492] lr: 4.409e-02, eta: 5 days, 6:49:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4797, loss_cls: 8.4327, loss: 8.4327 2025-08-13 23:30:27,011 - pyskl - INFO - Epoch [34][3900/7492] lr: 4.409e-02, eta: 5 days, 6:48:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4759, loss_cls: 8.4282, loss: 8.4282 2025-08-13 23:31:19,579 - pyskl - INFO - Epoch [34][4000/7492] lr: 4.408e-02, eta: 5 days, 6:47:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4694, loss_cls: 8.4319, loss: 8.4319 2025-08-13 23:32:12,176 - pyskl - INFO - Epoch [34][4100/7492] lr: 4.408e-02, eta: 5 days, 6:46:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4628, loss_cls: 8.5881, loss: 8.5881 2025-08-13 23:33:04,443 - pyskl - INFO - Epoch [34][4200/7492] lr: 4.407e-02, eta: 5 days, 6:45:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4738, loss_cls: 8.4270, loss: 8.4270 2025-08-13 23:33:57,225 - pyskl - INFO - Epoch [34][4300/7492] lr: 4.407e-02, eta: 5 days, 6:45:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4625, loss_cls: 8.4673, loss: 8.4673 2025-08-13 23:34:49,757 - pyskl - INFO - Epoch [34][4400/7492] lr: 4.407e-02, eta: 5 days, 6:44:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4553, loss_cls: 8.5703, loss: 8.5703 2025-08-13 23:35:42,300 - pyskl - INFO - Epoch [34][4500/7492] lr: 4.406e-02, eta: 5 days, 6:43:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4553, loss_cls: 8.4465, loss: 8.4465 2025-08-13 23:36:34,933 - pyskl - INFO - Epoch [34][4600/7492] lr: 4.406e-02, eta: 5 days, 6:42:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4547, loss_cls: 8.4565, loss: 8.4565 2025-08-13 23:37:27,950 - pyskl - INFO - Epoch [34][4700/7492] lr: 4.405e-02, eta: 5 days, 6:41:39, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4750, loss_cls: 8.4684, loss: 8.4684 2025-08-13 23:38:20,569 - pyskl - INFO - Epoch [34][4800/7492] lr: 4.405e-02, eta: 5 days, 6:40:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4622, loss_cls: 8.4846, loss: 8.4846 2025-08-13 23:39:13,287 - pyskl - INFO - Epoch [34][4900/7492] lr: 4.404e-02, eta: 5 days, 6:39:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4628, loss_cls: 8.4810, loss: 8.4810 2025-08-13 23:40:06,063 - pyskl - INFO - Epoch [34][5000/7492] lr: 4.404e-02, eta: 5 days, 6:39:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4703, loss_cls: 8.4493, loss: 8.4493 2025-08-13 23:40:58,961 - pyskl - INFO - Epoch [34][5100/7492] lr: 4.403e-02, eta: 5 days, 6:38:15, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4659, loss_cls: 8.4475, loss: 8.4475 2025-08-13 23:41:51,591 - pyskl - INFO - Epoch [34][5200/7492] lr: 4.403e-02, eta: 5 days, 6:37:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4466, loss_cls: 8.5444, loss: 8.5444 2025-08-13 23:42:44,334 - pyskl - INFO - Epoch [34][5300/7492] lr: 4.402e-02, eta: 5 days, 6:36:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4641, loss_cls: 8.4472, loss: 8.4472 2025-08-13 23:43:36,912 - pyskl - INFO - Epoch [34][5400/7492] lr: 4.402e-02, eta: 5 days, 6:35:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4675, loss_cls: 8.4456, loss: 8.4456 2025-08-13 23:44:29,375 - pyskl - INFO - Epoch [34][5500/7492] lr: 4.402e-02, eta: 5 days, 6:34:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4522, loss_cls: 8.4812, loss: 8.4812 2025-08-13 23:45:22,086 - pyskl - INFO - Epoch [34][5600/7492] lr: 4.401e-02, eta: 5 days, 6:33:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4559, loss_cls: 8.5296, loss: 8.5296 2025-08-13 23:46:14,717 - pyskl - INFO - Epoch [34][5700/7492] lr: 4.401e-02, eta: 5 days, 6:33:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4612, loss_cls: 8.4900, loss: 8.4900 2025-08-13 23:47:07,522 - pyskl - INFO - Epoch [34][5800/7492] lr: 4.400e-02, eta: 5 days, 6:32:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4669, loss_cls: 8.4514, loss: 8.4514 2025-08-13 23:48:00,419 - pyskl - INFO - Epoch [34][5900/7492] lr: 4.400e-02, eta: 5 days, 6:31:27, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4666, loss_cls: 8.4069, loss: 8.4069 2025-08-13 23:48:52,848 - pyskl - INFO - Epoch [34][6000/7492] lr: 4.399e-02, eta: 5 days, 6:30:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2084, top5_acc: 0.4522, loss_cls: 8.5381, loss: 8.5381 2025-08-13 23:49:45,275 - pyskl - INFO - Epoch [34][6100/7492] lr: 4.399e-02, eta: 5 days, 6:29:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4675, loss_cls: 8.5099, loss: 8.5099 2025-08-13 23:50:37,814 - pyskl - INFO - Epoch [34][6200/7492] lr: 4.398e-02, eta: 5 days, 6:28:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4694, loss_cls: 8.4516, loss: 8.4516 2025-08-13 23:51:30,465 - pyskl - INFO - Epoch [34][6300/7492] lr: 4.398e-02, eta: 5 days, 6:28:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4531, loss_cls: 8.5716, loss: 8.5716 2025-08-13 23:52:22,937 - pyskl - INFO - Epoch [34][6400/7492] lr: 4.397e-02, eta: 5 days, 6:27:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4778, loss_cls: 8.4050, loss: 8.4050 2025-08-13 23:53:15,505 - pyskl - INFO - Epoch [34][6500/7492] lr: 4.397e-02, eta: 5 days, 6:26:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4716, loss_cls: 8.4555, loss: 8.4555 2025-08-13 23:54:08,222 - pyskl - INFO - Epoch [34][6600/7492] lr: 4.397e-02, eta: 5 days, 6:25:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4603, loss_cls: 8.5775, loss: 8.5775 2025-08-13 23:55:00,880 - pyskl - INFO - Epoch [34][6700/7492] lr: 4.396e-02, eta: 5 days, 6:24:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4672, loss_cls: 8.3679, loss: 8.3679 2025-08-13 23:55:53,434 - pyskl - INFO - Epoch [34][6800/7492] lr: 4.396e-02, eta: 5 days, 6:23:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4503, loss_cls: 8.5238, loss: 8.5238 2025-08-13 23:56:46,165 - pyskl - INFO - Epoch [34][6900/7492] lr: 4.395e-02, eta: 5 days, 6:22:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4609, loss_cls: 8.4720, loss: 8.4720 2025-08-13 23:57:38,856 - pyskl - INFO - Epoch [34][7000/7492] lr: 4.395e-02, eta: 5 days, 6:22:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4619, loss_cls: 8.4958, loss: 8.4958 2025-08-13 23:58:31,598 - pyskl - INFO - Epoch [34][7100/7492] lr: 4.394e-02, eta: 5 days, 6:21:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4637, loss_cls: 8.4949, loss: 8.4949 2025-08-13 23:59:24,368 - pyskl - INFO - Epoch [34][7200/7492] lr: 4.394e-02, eta: 5 days, 6:20:20, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4541, loss_cls: 8.5589, loss: 8.5589 2025-08-14 00:00:17,073 - pyskl - INFO - Epoch [34][7300/7492] lr: 4.393e-02, eta: 5 days, 6:19:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4584, loss_cls: 8.4004, loss: 8.4004 2025-08-14 00:01:09,720 - pyskl - INFO - Epoch [34][7400/7492] lr: 4.393e-02, eta: 5 days, 6:18:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4803, loss_cls: 8.4485, loss: 8.4485 2025-08-14 00:01:59,211 - pyskl - INFO - Saving checkpoint at 34 epochs 2025-08-14 00:02:56,795 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 00:02:57,545 - pyskl - INFO - top1_acc 0.1788 top5_acc 0.3895 2025-08-14 00:02:57,545 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 00:02:57,589 - pyskl - INFO - mean_acc 0.1786 2025-08-14 00:02:57,602 - pyskl - INFO - Epoch(val) [34][617] top1_acc: 0.1788, top5_acc: 0.3895, mean_class_accuracy: 0.1786 2025-08-14 00:04:19,318 - pyskl - INFO - Epoch [35][100/7492] lr: 4.392e-02, eta: 5 days, 6:15:53, time: 0.817, data_time: 0.293, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4703, loss_cls: 8.4096, loss: 8.4096 2025-08-14 00:05:11,572 - pyskl - INFO - Epoch [35][200/7492] lr: 4.392e-02, eta: 5 days, 6:15:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4612, loss_cls: 8.4865, loss: 8.4865 2025-08-14 00:06:04,003 - pyskl - INFO - Epoch [35][300/7492] lr: 4.391e-02, eta: 5 days, 6:14:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4672, loss_cls: 8.4316, loss: 8.4316 2025-08-14 00:06:56,696 - pyskl - INFO - Epoch [35][400/7492] lr: 4.391e-02, eta: 5 days, 6:13:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4669, loss_cls: 8.4450, loss: 8.4450 2025-08-14 00:07:48,996 - pyskl - INFO - Epoch [35][500/7492] lr: 4.390e-02, eta: 5 days, 6:12:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4625, loss_cls: 8.4198, loss: 8.4198 2025-08-14 00:08:41,473 - pyskl - INFO - Epoch [35][600/7492] lr: 4.390e-02, eta: 5 days, 6:11:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4809, loss_cls: 8.3427, loss: 8.3427 2025-08-14 00:09:33,957 - pyskl - INFO - Epoch [35][700/7492] lr: 4.389e-02, eta: 5 days, 6:10:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4625, loss_cls: 8.5577, loss: 8.5577 2025-08-14 00:10:26,068 - pyskl - INFO - Epoch [35][800/7492] lr: 4.389e-02, eta: 5 days, 6:09:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4581, loss_cls: 8.4340, loss: 8.4340 2025-08-14 00:11:18,155 - pyskl - INFO - Epoch [35][900/7492] lr: 4.388e-02, eta: 5 days, 6:08:56, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4797, loss_cls: 8.4127, loss: 8.4127 2025-08-14 00:12:10,672 - pyskl - INFO - Epoch [35][1000/7492] lr: 4.388e-02, eta: 5 days, 6:08:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4819, loss_cls: 8.3745, loss: 8.3745 2025-08-14 00:13:03,012 - pyskl - INFO - Epoch [35][1100/7492] lr: 4.387e-02, eta: 5 days, 6:07:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4512, loss_cls: 8.4822, loss: 8.4822 2025-08-14 00:13:55,453 - pyskl - INFO - Epoch [35][1200/7492] lr: 4.387e-02, eta: 5 days, 6:06:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4672, loss_cls: 8.4793, loss: 8.4793 2025-08-14 00:14:47,879 - pyskl - INFO - Epoch [35][1300/7492] lr: 4.387e-02, eta: 5 days, 6:05:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4634, loss_cls: 8.4636, loss: 8.4636 2025-08-14 00:15:40,410 - pyskl - INFO - Epoch [35][1400/7492] lr: 4.386e-02, eta: 5 days, 6:04:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4694, loss_cls: 8.4704, loss: 8.4704 2025-08-14 00:16:33,159 - pyskl - INFO - Epoch [35][1500/7492] lr: 4.386e-02, eta: 5 days, 6:03:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4838, loss_cls: 8.3536, loss: 8.3536 2025-08-14 00:17:25,349 - pyskl - INFO - Epoch [35][1600/7492] lr: 4.385e-02, eta: 5 days, 6:02:54, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4650, loss_cls: 8.4588, loss: 8.4588 2025-08-14 00:18:18,008 - pyskl - INFO - Epoch [35][1700/7492] lr: 4.385e-02, eta: 5 days, 6:02:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4537, loss_cls: 8.5146, loss: 8.5146 2025-08-14 00:19:10,638 - pyskl - INFO - Epoch [35][1800/7492] lr: 4.384e-02, eta: 5 days, 6:01:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4466, loss_cls: 8.5059, loss: 8.5059 2025-08-14 00:20:03,007 - pyskl - INFO - Epoch [35][1900/7492] lr: 4.384e-02, eta: 5 days, 6:00:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4591, loss_cls: 8.4742, loss: 8.4742 2025-08-14 00:20:55,578 - pyskl - INFO - Epoch [35][2000/7492] lr: 4.383e-02, eta: 5 days, 5:59:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4503, loss_cls: 8.4571, loss: 8.4571 2025-08-14 00:21:48,273 - pyskl - INFO - Epoch [35][2100/7492] lr: 4.383e-02, eta: 5 days, 5:58:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4587, loss_cls: 8.4264, loss: 8.4264 2025-08-14 00:22:40,660 - pyskl - INFO - Epoch [35][2200/7492] lr: 4.382e-02, eta: 5 days, 5:57:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4706, loss_cls: 8.3856, loss: 8.3856 2025-08-14 00:23:32,417 - pyskl - INFO - Epoch [35][2300/7492] lr: 4.382e-02, eta: 5 days, 5:56:50, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4572, loss_cls: 8.4904, loss: 8.4904 2025-08-14 00:24:24,546 - pyskl - INFO - Epoch [35][2400/7492] lr: 4.381e-02, eta: 5 days, 5:55:57, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4722, loss_cls: 8.3618, loss: 8.3618 2025-08-14 00:25:16,751 - pyskl - INFO - Epoch [35][2500/7492] lr: 4.381e-02, eta: 5 days, 5:55:05, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4763, loss_cls: 8.4428, loss: 8.4428 2025-08-14 00:26:09,442 - pyskl - INFO - Epoch [35][2600/7492] lr: 4.381e-02, eta: 5 days, 5:54:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4628, loss_cls: 8.4970, loss: 8.4970 2025-08-14 00:27:01,958 - pyskl - INFO - Epoch [35][2700/7492] lr: 4.380e-02, eta: 5 days, 5:53:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4647, loss_cls: 8.4508, loss: 8.4508 2025-08-14 00:27:54,835 - pyskl - INFO - Epoch [35][2800/7492] lr: 4.380e-02, eta: 5 days, 5:52:32, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4628, loss_cls: 8.4662, loss: 8.4662 2025-08-14 00:28:47,415 - pyskl - INFO - Epoch [35][2900/7492] lr: 4.379e-02, eta: 5 days, 5:51:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4647, loss_cls: 8.5014, loss: 8.5014 2025-08-14 00:29:39,990 - pyskl - INFO - Epoch [35][3000/7492] lr: 4.379e-02, eta: 5 days, 5:50:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4788, loss_cls: 8.4047, loss: 8.4047 2025-08-14 00:30:32,459 - pyskl - INFO - Epoch [35][3100/7492] lr: 4.378e-02, eta: 5 days, 5:49:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4619, loss_cls: 8.4801, loss: 8.4801 2025-08-14 00:31:24,930 - pyskl - INFO - Epoch [35][3200/7492] lr: 4.378e-02, eta: 5 days, 5:49:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4603, loss_cls: 8.4487, loss: 8.4487 2025-08-14 00:32:17,488 - pyskl - INFO - Epoch [35][3300/7492] lr: 4.377e-02, eta: 5 days, 5:48:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4672, loss_cls: 8.4581, loss: 8.4581 2025-08-14 00:33:10,305 - pyskl - INFO - Epoch [35][3400/7492] lr: 4.377e-02, eta: 5 days, 5:47:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4616, loss_cls: 8.5623, loss: 8.5623 2025-08-14 00:34:02,568 - pyskl - INFO - Epoch [35][3500/7492] lr: 4.376e-02, eta: 5 days, 5:46:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4703, loss_cls: 8.5501, loss: 8.5501 2025-08-14 00:34:55,052 - pyskl - INFO - Epoch [35][3600/7492] lr: 4.376e-02, eta: 5 days, 5:45:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4541, loss_cls: 8.5811, loss: 8.5811 2025-08-14 00:35:47,603 - pyskl - INFO - Epoch [35][3700/7492] lr: 4.375e-02, eta: 5 days, 5:44:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4672, loss_cls: 8.3944, loss: 8.3944 2025-08-14 00:36:40,205 - pyskl - INFO - Epoch [35][3800/7492] lr: 4.375e-02, eta: 5 days, 5:43:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4559, loss_cls: 8.5271, loss: 8.5271 2025-08-14 00:37:32,730 - pyskl - INFO - Epoch [35][3900/7492] lr: 4.375e-02, eta: 5 days, 5:43:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4700, loss_cls: 8.4516, loss: 8.4516 2025-08-14 00:38:25,390 - pyskl - INFO - Epoch [35][4000/7492] lr: 4.374e-02, eta: 5 days, 5:42:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4628, loss_cls: 8.4352, loss: 8.4352 2025-08-14 00:39:17,864 - pyskl - INFO - Epoch [35][4100/7492] lr: 4.374e-02, eta: 5 days, 5:41:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4700, loss_cls: 8.4876, loss: 8.4876 2025-08-14 00:40:10,305 - pyskl - INFO - Epoch [35][4200/7492] lr: 4.373e-02, eta: 5 days, 5:40:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4578, loss_cls: 8.5073, loss: 8.5073 2025-08-14 00:41:02,781 - pyskl - INFO - Epoch [35][4300/7492] lr: 4.373e-02, eta: 5 days, 5:39:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4784, loss_cls: 8.4433, loss: 8.4433 2025-08-14 00:41:55,190 - pyskl - INFO - Epoch [35][4400/7492] lr: 4.372e-02, eta: 5 days, 5:38:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4569, loss_cls: 8.5352, loss: 8.5352 2025-08-14 00:42:47,809 - pyskl - INFO - Epoch [35][4500/7492] lr: 4.372e-02, eta: 5 days, 5:37:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4594, loss_cls: 8.5273, loss: 8.5273 2025-08-14 00:43:40,332 - pyskl - INFO - Epoch [35][4600/7492] lr: 4.371e-02, eta: 5 days, 5:37:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4537, loss_cls: 8.5415, loss: 8.5415 2025-08-14 00:44:32,963 - pyskl - INFO - Epoch [35][4700/7492] lr: 4.371e-02, eta: 5 days, 5:36:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4659, loss_cls: 8.4689, loss: 8.4689 2025-08-14 00:45:25,455 - pyskl - INFO - Epoch [35][4800/7492] lr: 4.370e-02, eta: 5 days, 5:35:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4700, loss_cls: 8.4813, loss: 8.4813 2025-08-14 00:46:17,878 - pyskl - INFO - Epoch [35][4900/7492] lr: 4.370e-02, eta: 5 days, 5:34:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2112, top5_acc: 0.4537, loss_cls: 8.5146, loss: 8.5146 2025-08-14 00:47:10,276 - pyskl - INFO - Epoch [35][5000/7492] lr: 4.369e-02, eta: 5 days, 5:33:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4631, loss_cls: 8.4847, loss: 8.4847 2025-08-14 00:48:02,831 - pyskl - INFO - Epoch [35][5100/7492] lr: 4.369e-02, eta: 5 days, 5:32:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4741, loss_cls: 8.4135, loss: 8.4135 2025-08-14 00:48:55,391 - pyskl - INFO - Epoch [35][5200/7492] lr: 4.369e-02, eta: 5 days, 5:31:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4591, loss_cls: 8.4475, loss: 8.4475 2025-08-14 00:49:47,946 - pyskl - INFO - Epoch [35][5300/7492] lr: 4.368e-02, eta: 5 days, 5:31:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4728, loss_cls: 8.4445, loss: 8.4445 2025-08-14 00:50:40,469 - pyskl - INFO - Epoch [35][5400/7492] lr: 4.368e-02, eta: 5 days, 5:30:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4728, loss_cls: 8.3825, loss: 8.3825 2025-08-14 00:51:32,992 - pyskl - INFO - Epoch [35][5500/7492] lr: 4.367e-02, eta: 5 days, 5:29:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4597, loss_cls: 8.5319, loss: 8.5319 2025-08-14 00:52:25,683 - pyskl - INFO - Epoch [35][5600/7492] lr: 4.367e-02, eta: 5 days, 5:28:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4550, loss_cls: 8.5861, loss: 8.5861 2025-08-14 00:53:18,279 - pyskl - INFO - Epoch [35][5700/7492] lr: 4.366e-02, eta: 5 days, 5:27:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4591, loss_cls: 8.5105, loss: 8.5105 2025-08-14 00:54:10,937 - pyskl - INFO - Epoch [35][5800/7492] lr: 4.366e-02, eta: 5 days, 5:26:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4722, loss_cls: 8.3986, loss: 8.3986 2025-08-14 00:55:03,430 - pyskl - INFO - Epoch [35][5900/7492] lr: 4.365e-02, eta: 5 days, 5:25:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4591, loss_cls: 8.4820, loss: 8.4820 2025-08-14 00:55:55,973 - pyskl - INFO - Epoch [35][6000/7492] lr: 4.365e-02, eta: 5 days, 5:25:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4641, loss_cls: 8.5087, loss: 8.5087 2025-08-14 00:56:48,565 - pyskl - INFO - Epoch [35][6100/7492] lr: 4.364e-02, eta: 5 days, 5:24:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4631, loss_cls: 8.4359, loss: 8.4359 2025-08-14 00:57:41,192 - pyskl - INFO - Epoch [35][6200/7492] lr: 4.364e-02, eta: 5 days, 5:23:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4578, loss_cls: 8.5152, loss: 8.5152 2025-08-14 00:58:33,725 - pyskl - INFO - Epoch [35][6300/7492] lr: 4.363e-02, eta: 5 days, 5:22:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4650, loss_cls: 8.5156, loss: 8.5156 2025-08-14 00:59:26,373 - pyskl - INFO - Epoch [35][6400/7492] lr: 4.363e-02, eta: 5 days, 5:21:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4572, loss_cls: 8.4720, loss: 8.4720 2025-08-14 01:00:18,938 - pyskl - INFO - Epoch [35][6500/7492] lr: 4.362e-02, eta: 5 days, 5:20:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4581, loss_cls: 8.5271, loss: 8.5271 2025-08-14 01:01:11,586 - pyskl - INFO - Epoch [35][6600/7492] lr: 4.362e-02, eta: 5 days, 5:19:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4581, loss_cls: 8.4984, loss: 8.4984 2025-08-14 01:02:03,964 - pyskl - INFO - Epoch [35][6700/7492] lr: 4.362e-02, eta: 5 days, 5:19:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4778, loss_cls: 8.4423, loss: 8.4423 2025-08-14 01:02:56,613 - pyskl - INFO - Epoch [35][6800/7492] lr: 4.361e-02, eta: 5 days, 5:18:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4525, loss_cls: 8.5793, loss: 8.5793 2025-08-14 01:03:49,401 - pyskl - INFO - Epoch [35][6900/7492] lr: 4.361e-02, eta: 5 days, 5:17:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4616, loss_cls: 8.4714, loss: 8.4714 2025-08-14 01:04:42,000 - pyskl - INFO - Epoch [35][7000/7492] lr: 4.360e-02, eta: 5 days, 5:16:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4759, loss_cls: 8.4416, loss: 8.4416 2025-08-14 01:05:34,376 - pyskl - INFO - Epoch [35][7100/7492] lr: 4.360e-02, eta: 5 days, 5:15:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2172, top5_acc: 0.4516, loss_cls: 8.5578, loss: 8.5578 2025-08-14 01:06:27,042 - pyskl - INFO - Epoch [35][7200/7492] lr: 4.359e-02, eta: 5 days, 5:14:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4597, loss_cls: 8.5042, loss: 8.5042 2025-08-14 01:07:19,585 - pyskl - INFO - Epoch [35][7300/7492] lr: 4.359e-02, eta: 5 days, 5:13:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4647, loss_cls: 8.4227, loss: 8.4227 2025-08-14 01:08:12,120 - pyskl - INFO - Epoch [35][7400/7492] lr: 4.358e-02, eta: 5 days, 5:13:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4503, loss_cls: 8.5730, loss: 8.5730 2025-08-14 01:09:01,497 - pyskl - INFO - Saving checkpoint at 35 epochs 2025-08-14 01:09:57,248 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 01:09:57,996 - pyskl - INFO - top1_acc 0.1800 top5_acc 0.3960 2025-08-14 01:09:57,996 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 01:09:58,034 - pyskl - INFO - mean_acc 0.1798 2025-08-14 01:09:58,046 - pyskl - INFO - Epoch(val) [35][617] top1_acc: 0.1800, top5_acc: 0.3960, mean_class_accuracy: 0.1798 2025-08-14 01:11:20,118 - pyskl - INFO - Epoch [36][100/7492] lr: 4.357e-02, eta: 5 days, 5:10:21, time: 0.821, data_time: 0.293, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4672, loss_cls: 8.4349, loss: 8.4349 2025-08-14 01:12:12,731 - pyskl - INFO - Epoch [36][200/7492] lr: 4.357e-02, eta: 5 days, 5:09:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4766, loss_cls: 8.4905, loss: 8.4905 2025-08-14 01:13:05,078 - pyskl - INFO - Epoch [36][300/7492] lr: 4.356e-02, eta: 5 days, 5:08:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4619, loss_cls: 8.4244, loss: 8.4244 2025-08-14 01:13:57,441 - pyskl - INFO - Epoch [36][400/7492] lr: 4.356e-02, eta: 5 days, 5:07:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4731, loss_cls: 8.3249, loss: 8.3249 2025-08-14 01:14:49,506 - pyskl - INFO - Epoch [36][500/7492] lr: 4.356e-02, eta: 5 days, 5:06:52, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4641, loss_cls: 8.3950, loss: 8.3950 2025-08-14 01:15:41,486 - pyskl - INFO - Epoch [36][600/7492] lr: 4.355e-02, eta: 5 days, 5:05:59, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4813, loss_cls: 8.3991, loss: 8.3991 2025-08-14 01:16:33,749 - pyskl - INFO - Epoch [36][700/7492] lr: 4.355e-02, eta: 5 days, 5:05:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4575, loss_cls: 8.4377, loss: 8.4377 2025-08-14 01:17:25,861 - pyskl - INFO - Epoch [36][800/7492] lr: 4.354e-02, eta: 5 days, 5:04:13, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4637, loss_cls: 8.4748, loss: 8.4748 2025-08-14 01:18:18,149 - pyskl - INFO - Epoch [36][900/7492] lr: 4.354e-02, eta: 5 days, 5:03:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4594, loss_cls: 8.5065, loss: 8.5065 2025-08-14 01:19:10,387 - pyskl - INFO - Epoch [36][1000/7492] lr: 4.353e-02, eta: 5 days, 5:02:28, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4628, loss_cls: 8.4872, loss: 8.4872 2025-08-14 01:20:02,442 - pyskl - INFO - Epoch [36][1100/7492] lr: 4.353e-02, eta: 5 days, 5:01:35, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4700, loss_cls: 8.3980, loss: 8.3980 2025-08-14 01:20:54,734 - pyskl - INFO - Epoch [36][1200/7492] lr: 4.352e-02, eta: 5 days, 5:00:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4619, loss_cls: 8.5229, loss: 8.5229 2025-08-14 01:21:47,162 - pyskl - INFO - Epoch [36][1300/7492] lr: 4.352e-02, eta: 5 days, 4:59:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4869, loss_cls: 8.3756, loss: 8.3756 2025-08-14 01:22:39,290 - pyskl - INFO - Epoch [36][1400/7492] lr: 4.351e-02, eta: 5 days, 4:58:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4544, loss_cls: 8.6194, loss: 8.6194 2025-08-14 01:23:31,884 - pyskl - INFO - Epoch [36][1500/7492] lr: 4.351e-02, eta: 5 days, 4:58:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4678, loss_cls: 8.4358, loss: 8.4358 2025-08-14 01:24:24,029 - pyskl - INFO - Epoch [36][1600/7492] lr: 4.350e-02, eta: 5 days, 4:57:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4706, loss_cls: 8.4544, loss: 8.4544 2025-08-14 01:25:16,053 - pyskl - INFO - Epoch [36][1700/7492] lr: 4.350e-02, eta: 5 days, 4:56:20, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4775, loss_cls: 8.3958, loss: 8.3958 2025-08-14 01:26:08,182 - pyskl - INFO - Epoch [36][1800/7492] lr: 4.349e-02, eta: 5 days, 4:55:28, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4778, loss_cls: 8.4287, loss: 8.4287 2025-08-14 01:27:00,743 - pyskl - INFO - Epoch [36][1900/7492] lr: 4.349e-02, eta: 5 days, 4:54:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4587, loss_cls: 8.3763, loss: 8.3763 2025-08-14 01:27:53,262 - pyskl - INFO - Epoch [36][2000/7492] lr: 4.348e-02, eta: 5 days, 4:53:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4659, loss_cls: 8.4490, loss: 8.4490 2025-08-14 01:28:46,314 - pyskl - INFO - Epoch [36][2100/7492] lr: 4.348e-02, eta: 5 days, 4:52:55, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4716, loss_cls: 8.4358, loss: 8.4358 2025-08-14 01:29:39,290 - pyskl - INFO - Epoch [36][2200/7492] lr: 4.348e-02, eta: 5 days, 4:52:04, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2169, top5_acc: 0.4741, loss_cls: 8.3865, loss: 8.3865 2025-08-14 01:30:31,536 - pyskl - INFO - Epoch [36][2300/7492] lr: 4.347e-02, eta: 5 days, 4:51:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4556, loss_cls: 8.4974, loss: 8.4974 2025-08-14 01:31:23,918 - pyskl - INFO - Epoch [36][2400/7492] lr: 4.347e-02, eta: 5 days, 4:50:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4688, loss_cls: 8.4545, loss: 8.4545 2025-08-14 01:32:15,982 - pyskl - INFO - Epoch [36][2500/7492] lr: 4.346e-02, eta: 5 days, 4:49:27, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4572, loss_cls: 8.5280, loss: 8.5280 2025-08-14 01:33:08,247 - pyskl - INFO - Epoch [36][2600/7492] lr: 4.346e-02, eta: 5 days, 4:48:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4747, loss_cls: 8.4318, loss: 8.4318 2025-08-14 01:34:00,567 - pyskl - INFO - Epoch [36][2700/7492] lr: 4.345e-02, eta: 5 days, 4:47:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4566, loss_cls: 8.4810, loss: 8.4810 2025-08-14 01:34:52,969 - pyskl - INFO - Epoch [36][2800/7492] lr: 4.345e-02, eta: 5 days, 4:46:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4634, loss_cls: 8.5249, loss: 8.5249 2025-08-14 01:35:45,603 - pyskl - INFO - Epoch [36][2900/7492] lr: 4.344e-02, eta: 5 days, 4:45:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4622, loss_cls: 8.5811, loss: 8.5811 2025-08-14 01:36:37,895 - pyskl - INFO - Epoch [36][3000/7492] lr: 4.344e-02, eta: 5 days, 4:45:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4669, loss_cls: 8.3728, loss: 8.3728 2025-08-14 01:37:30,231 - pyskl - INFO - Epoch [36][3100/7492] lr: 4.343e-02, eta: 5 days, 4:44:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4659, loss_cls: 8.5413, loss: 8.5413 2025-08-14 01:38:22,511 - pyskl - INFO - Epoch [36][3200/7492] lr: 4.343e-02, eta: 5 days, 4:43:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4803, loss_cls: 8.4309, loss: 8.4309 2025-08-14 01:39:14,605 - pyskl - INFO - Epoch [36][3300/7492] lr: 4.342e-02, eta: 5 days, 4:42:29, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4675, loss_cls: 8.4222, loss: 8.4222 2025-08-14 01:40:06,772 - pyskl - INFO - Epoch [36][3400/7492] lr: 4.342e-02, eta: 5 days, 4:41:36, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4716, loss_cls: 8.4227, loss: 8.4227 2025-08-14 01:40:59,160 - pyskl - INFO - Epoch [36][3500/7492] lr: 4.341e-02, eta: 5 days, 4:40:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4713, loss_cls: 8.3700, loss: 8.3700 2025-08-14 01:41:51,330 - pyskl - INFO - Epoch [36][3600/7492] lr: 4.341e-02, eta: 5 days, 4:39:51, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4537, loss_cls: 8.4744, loss: 8.4744 2025-08-14 01:42:43,875 - pyskl - INFO - Epoch [36][3700/7492] lr: 4.340e-02, eta: 5 days, 4:39:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4813, loss_cls: 8.5210, loss: 8.5210 2025-08-14 01:43:36,166 - pyskl - INFO - Epoch [36][3800/7492] lr: 4.340e-02, eta: 5 days, 4:38:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4675, loss_cls: 8.4436, loss: 8.4436 2025-08-14 01:44:28,499 - pyskl - INFO - Epoch [36][3900/7492] lr: 4.340e-02, eta: 5 days, 4:37:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4466, loss_cls: 8.5657, loss: 8.5657 2025-08-14 01:45:20,939 - pyskl - INFO - Epoch [36][4000/7492] lr: 4.339e-02, eta: 5 days, 4:36:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4597, loss_cls: 8.5001, loss: 8.5001 2025-08-14 01:46:13,104 - pyskl - INFO - Epoch [36][4100/7492] lr: 4.339e-02, eta: 5 days, 4:35:30, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4778, loss_cls: 8.4588, loss: 8.4588 2025-08-14 01:47:05,964 - pyskl - INFO - Epoch [36][4200/7492] lr: 4.338e-02, eta: 5 days, 4:34:40, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4769, loss_cls: 8.3013, loss: 8.3013 2025-08-14 01:47:58,351 - pyskl - INFO - Epoch [36][4300/7492] lr: 4.338e-02, eta: 5 days, 4:33:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4537, loss_cls: 8.5402, loss: 8.5402 2025-08-14 01:48:51,106 - pyskl - INFO - Epoch [36][4400/7492] lr: 4.337e-02, eta: 5 days, 4:32:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4531, loss_cls: 8.4626, loss: 8.4626 2025-08-14 01:49:43,764 - pyskl - INFO - Epoch [36][4500/7492] lr: 4.337e-02, eta: 5 days, 4:32:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4822, loss_cls: 8.4116, loss: 8.4116 2025-08-14 01:50:36,378 - pyskl - INFO - Epoch [36][4600/7492] lr: 4.336e-02, eta: 5 days, 4:31:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4656, loss_cls: 8.5530, loss: 8.5530 2025-08-14 01:51:29,139 - pyskl - INFO - Epoch [36][4700/7492] lr: 4.336e-02, eta: 5 days, 4:30:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4556, loss_cls: 8.4661, loss: 8.4661 2025-08-14 01:52:21,745 - pyskl - INFO - Epoch [36][4800/7492] lr: 4.335e-02, eta: 5 days, 4:29:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4700, loss_cls: 8.3905, loss: 8.3905 2025-08-14 01:53:14,257 - pyskl - INFO - Epoch [36][4900/7492] lr: 4.335e-02, eta: 5 days, 4:28:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4666, loss_cls: 8.4475, loss: 8.4475 2025-08-14 01:54:06,773 - pyskl - INFO - Epoch [36][5000/7492] lr: 4.334e-02, eta: 5 days, 4:27:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4437, loss_cls: 8.5240, loss: 8.5240 2025-08-14 01:54:59,600 - pyskl - INFO - Epoch [36][5100/7492] lr: 4.334e-02, eta: 5 days, 4:26:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4450, loss_cls: 8.4635, loss: 8.4635 2025-08-14 01:55:52,361 - pyskl - INFO - Epoch [36][5200/7492] lr: 4.333e-02, eta: 5 days, 4:26:07, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4806, loss_cls: 8.3367, loss: 8.3367 2025-08-14 01:56:44,979 - pyskl - INFO - Epoch [36][5300/7492] lr: 4.333e-02, eta: 5 days, 4:25:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4728, loss_cls: 8.4367, loss: 8.4367 2025-08-14 01:57:37,412 - pyskl - INFO - Epoch [36][5400/7492] lr: 4.332e-02, eta: 5 days, 4:24:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4584, loss_cls: 8.5247, loss: 8.5247 2025-08-14 01:58:30,168 - pyskl - INFO - Epoch [36][5500/7492] lr: 4.332e-02, eta: 5 days, 4:23:33, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4581, loss_cls: 8.4671, loss: 8.4671 2025-08-14 01:59:22,886 - pyskl - INFO - Epoch [36][5600/7492] lr: 4.331e-02, eta: 5 days, 4:22:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4619, loss_cls: 8.5232, loss: 8.5232 2025-08-14 02:00:15,210 - pyskl - INFO - Epoch [36][5700/7492] lr: 4.331e-02, eta: 5 days, 4:21:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4644, loss_cls: 8.4310, loss: 8.4310 2025-08-14 02:01:07,801 - pyskl - INFO - Epoch [36][5800/7492] lr: 4.331e-02, eta: 5 days, 4:20:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4537, loss_cls: 8.4799, loss: 8.4799 2025-08-14 02:02:00,662 - pyskl - INFO - Epoch [36][5900/7492] lr: 4.330e-02, eta: 5 days, 4:20:08, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4541, loss_cls: 8.5150, loss: 8.5150 2025-08-14 02:02:53,187 - pyskl - INFO - Epoch [36][6000/7492] lr: 4.330e-02, eta: 5 days, 4:19:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4566, loss_cls: 8.5830, loss: 8.5830 2025-08-14 02:03:45,973 - pyskl - INFO - Epoch [36][6100/7492] lr: 4.329e-02, eta: 5 days, 4:18:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4644, loss_cls: 8.4818, loss: 8.4818 2025-08-14 02:04:38,650 - pyskl - INFO - Epoch [36][6200/7492] lr: 4.329e-02, eta: 5 days, 4:17:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4509, loss_cls: 8.4944, loss: 8.4944 2025-08-14 02:05:31,281 - pyskl - INFO - Epoch [36][6300/7492] lr: 4.328e-02, eta: 5 days, 4:16:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4647, loss_cls: 8.4286, loss: 8.4286 2025-08-14 02:06:23,645 - pyskl - INFO - Epoch [36][6400/7492] lr: 4.328e-02, eta: 5 days, 4:15:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4603, loss_cls: 8.4680, loss: 8.4680 2025-08-14 02:07:16,335 - pyskl - INFO - Epoch [36][6500/7492] lr: 4.327e-02, eta: 5 days, 4:15:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4750, loss_cls: 8.4176, loss: 8.4176 2025-08-14 02:08:08,673 - pyskl - INFO - Epoch [36][6600/7492] lr: 4.327e-02, eta: 5 days, 4:14:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4522, loss_cls: 8.5288, loss: 8.5288 2025-08-14 02:09:01,193 - pyskl - INFO - Epoch [36][6700/7492] lr: 4.326e-02, eta: 5 days, 4:13:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4644, loss_cls: 8.3873, loss: 8.3873 2025-08-14 02:09:53,761 - pyskl - INFO - Epoch [36][6800/7492] lr: 4.326e-02, eta: 5 days, 4:12:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4694, loss_cls: 8.3659, loss: 8.3659 2025-08-14 02:10:46,313 - pyskl - INFO - Epoch [36][6900/7492] lr: 4.325e-02, eta: 5 days, 4:11:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4691, loss_cls: 8.4104, loss: 8.4104 2025-08-14 02:11:38,945 - pyskl - INFO - Epoch [36][7000/7492] lr: 4.325e-02, eta: 5 days, 4:10:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4688, loss_cls: 8.4689, loss: 8.4689 2025-08-14 02:12:31,847 - pyskl - INFO - Epoch [36][7100/7492] lr: 4.324e-02, eta: 5 days, 4:09:51, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4550, loss_cls: 8.5479, loss: 8.5479 2025-08-14 02:13:24,345 - pyskl - INFO - Epoch [36][7200/7492] lr: 4.324e-02, eta: 5 days, 4:09:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4703, loss_cls: 8.4318, loss: 8.4318 2025-08-14 02:14:17,051 - pyskl - INFO - Epoch [36][7300/7492] lr: 4.323e-02, eta: 5 days, 4:08:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4600, loss_cls: 8.4514, loss: 8.4514 2025-08-14 02:15:09,896 - pyskl - INFO - Epoch [36][7400/7492] lr: 4.323e-02, eta: 5 days, 4:07:18, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4700, loss_cls: 8.4603, loss: 8.4603 2025-08-14 02:15:59,211 - pyskl - INFO - Saving checkpoint at 36 epochs 2025-08-14 02:16:55,095 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 02:16:55,828 - pyskl - INFO - top1_acc 0.1989 top5_acc 0.4196 2025-08-14 02:16:55,829 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 02:16:55,869 - pyskl - INFO - mean_acc 0.1988 2025-08-14 02:16:55,934 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_32.pth was removed 2025-08-14 02:16:56,999 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_36.pth. 2025-08-14 02:16:57,000 - pyskl - INFO - Best top1_acc is 0.1989 at 36 epoch. 2025-08-14 02:16:57,016 - pyskl - INFO - Epoch(val) [36][617] top1_acc: 0.1989, top5_acc: 0.4196, mean_class_accuracy: 0.1988 2025-08-14 02:18:20,200 - pyskl - INFO - Epoch [37][100/7492] lr: 4.322e-02, eta: 5 days, 4:04:43, time: 0.832, data_time: 0.299, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4628, loss_cls: 8.4501, loss: 8.4501 2025-08-14 02:19:12,344 - pyskl - INFO - Epoch [37][200/7492] lr: 4.321e-02, eta: 5 days, 4:03:50, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4616, loss_cls: 8.3835, loss: 8.3835 2025-08-14 02:20:04,570 - pyskl - INFO - Epoch [37][300/7492] lr: 4.321e-02, eta: 5 days, 4:02:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4600, loss_cls: 8.4884, loss: 8.4884 2025-08-14 02:20:56,805 - pyskl - INFO - Epoch [37][400/7492] lr: 4.321e-02, eta: 5 days, 4:02:05, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4778, loss_cls: 8.3299, loss: 8.3299 2025-08-14 02:21:49,086 - pyskl - INFO - Epoch [37][500/7492] lr: 4.320e-02, eta: 5 days, 4:01:13, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4825, loss_cls: 8.3622, loss: 8.3622 2025-08-14 02:22:41,316 - pyskl - INFO - Epoch [37][600/7492] lr: 4.320e-02, eta: 5 days, 4:00:20, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4819, loss_cls: 8.3559, loss: 8.3559 2025-08-14 02:23:33,577 - pyskl - INFO - Epoch [37][700/7492] lr: 4.319e-02, eta: 5 days, 3:59:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4809, loss_cls: 8.3934, loss: 8.3934 2025-08-14 02:24:26,374 - pyskl - INFO - Epoch [37][800/7492] lr: 4.319e-02, eta: 5 days, 3:58:37, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4634, loss_cls: 8.4480, loss: 8.4480 2025-08-14 02:25:18,433 - pyskl - INFO - Epoch [37][900/7492] lr: 4.318e-02, eta: 5 days, 3:57:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4734, loss_cls: 8.3564, loss: 8.3564 2025-08-14 02:26:10,529 - pyskl - INFO - Epoch [37][1000/7492] lr: 4.318e-02, eta: 5 days, 3:56:51, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4706, loss_cls: 8.3960, loss: 8.3960 2025-08-14 02:27:02,947 - pyskl - INFO - Epoch [37][1100/7492] lr: 4.317e-02, eta: 5 days, 3:55:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4675, loss_cls: 8.4219, loss: 8.4219 2025-08-14 02:27:55,403 - pyskl - INFO - Epoch [37][1200/7492] lr: 4.317e-02, eta: 5 days, 3:55:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4713, loss_cls: 8.4169, loss: 8.4169 2025-08-14 02:28:48,150 - pyskl - INFO - Epoch [37][1300/7492] lr: 4.316e-02, eta: 5 days, 3:54:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4606, loss_cls: 8.4204, loss: 8.4204 2025-08-14 02:29:40,704 - pyskl - INFO - Epoch [37][1400/7492] lr: 4.316e-02, eta: 5 days, 3:53:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2131, top5_acc: 0.4525, loss_cls: 8.5804, loss: 8.5804 2025-08-14 02:30:33,044 - pyskl - INFO - Epoch [37][1500/7492] lr: 4.315e-02, eta: 5 days, 3:52:32, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4584, loss_cls: 8.4721, loss: 8.4721 2025-08-14 02:31:25,549 - pyskl - INFO - Epoch [37][1600/7492] lr: 4.315e-02, eta: 5 days, 3:51:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4731, loss_cls: 8.4230, loss: 8.4230 2025-08-14 02:32:17,847 - pyskl - INFO - Epoch [37][1700/7492] lr: 4.314e-02, eta: 5 days, 3:50:48, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4716, loss_cls: 8.4478, loss: 8.4478 2025-08-14 02:33:10,632 - pyskl - INFO - Epoch [37][1800/7492] lr: 4.314e-02, eta: 5 days, 3:49:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4703, loss_cls: 8.4391, loss: 8.4391 2025-08-14 02:34:03,563 - pyskl - INFO - Epoch [37][1900/7492] lr: 4.313e-02, eta: 5 days, 3:49:07, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4703, loss_cls: 8.4427, loss: 8.4427 2025-08-14 02:34:56,175 - pyskl - INFO - Epoch [37][2000/7492] lr: 4.313e-02, eta: 5 days, 3:48:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4738, loss_cls: 8.3346, loss: 8.3346 2025-08-14 02:35:48,785 - pyskl - INFO - Epoch [37][2100/7492] lr: 4.312e-02, eta: 5 days, 3:47:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2144, top5_acc: 0.4353, loss_cls: 8.6004, loss: 8.6004 2025-08-14 02:36:41,473 - pyskl - INFO - Epoch [37][2200/7492] lr: 4.312e-02, eta: 5 days, 3:46:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4747, loss_cls: 8.3990, loss: 8.3990 2025-08-14 02:37:34,052 - pyskl - INFO - Epoch [37][2300/7492] lr: 4.311e-02, eta: 5 days, 3:45:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4744, loss_cls: 8.3769, loss: 8.3769 2025-08-14 02:38:26,503 - pyskl - INFO - Epoch [37][2400/7492] lr: 4.311e-02, eta: 5 days, 3:44:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4625, loss_cls: 8.4287, loss: 8.4287 2025-08-14 02:39:19,258 - pyskl - INFO - Epoch [37][2500/7492] lr: 4.310e-02, eta: 5 days, 3:43:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4709, loss_cls: 8.3660, loss: 8.3660 2025-08-14 02:40:11,768 - pyskl - INFO - Epoch [37][2600/7492] lr: 4.310e-02, eta: 5 days, 3:43:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4562, loss_cls: 8.4897, loss: 8.4897 2025-08-14 02:41:04,394 - pyskl - INFO - Epoch [37][2700/7492] lr: 4.309e-02, eta: 5 days, 3:42:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4606, loss_cls: 8.4313, loss: 8.4313 2025-08-14 02:41:56,793 - pyskl - INFO - Epoch [37][2800/7492] lr: 4.309e-02, eta: 5 days, 3:41:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4656, loss_cls: 8.4039, loss: 8.4039 2025-08-14 02:42:49,328 - pyskl - INFO - Epoch [37][2900/7492] lr: 4.308e-02, eta: 5 days, 3:40:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4634, loss_cls: 8.4674, loss: 8.4674 2025-08-14 02:43:41,884 - pyskl - INFO - Epoch [37][3000/7492] lr: 4.308e-02, eta: 5 days, 3:39:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4750, loss_cls: 8.4608, loss: 8.4608 2025-08-14 02:44:34,378 - pyskl - INFO - Epoch [37][3100/7492] lr: 4.308e-02, eta: 5 days, 3:38:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4566, loss_cls: 8.5576, loss: 8.5576 2025-08-14 02:45:26,914 - pyskl - INFO - Epoch [37][3200/7492] lr: 4.307e-02, eta: 5 days, 3:37:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4756, loss_cls: 8.3836, loss: 8.3836 2025-08-14 02:46:19,309 - pyskl - INFO - Epoch [37][3300/7492] lr: 4.307e-02, eta: 5 days, 3:37:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4619, loss_cls: 8.4629, loss: 8.4629 2025-08-14 02:47:11,698 - pyskl - INFO - Epoch [37][3400/7492] lr: 4.306e-02, eta: 5 days, 3:36:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4713, loss_cls: 8.4577, loss: 8.4577 2025-08-14 02:48:04,168 - pyskl - INFO - Epoch [37][3500/7492] lr: 4.306e-02, eta: 5 days, 3:35:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4544, loss_cls: 8.5079, loss: 8.5079 2025-08-14 02:48:56,912 - pyskl - INFO - Epoch [37][3600/7492] lr: 4.305e-02, eta: 5 days, 3:34:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4647, loss_cls: 8.4461, loss: 8.4461 2025-08-14 02:49:49,639 - pyskl - INFO - Epoch [37][3700/7492] lr: 4.305e-02, eta: 5 days, 3:33:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4778, loss_cls: 8.4405, loss: 8.4405 2025-08-14 02:50:42,217 - pyskl - INFO - Epoch [37][3800/7492] lr: 4.304e-02, eta: 5 days, 3:32:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4653, loss_cls: 8.4712, loss: 8.4712 2025-08-14 02:51:34,999 - pyskl - INFO - Epoch [37][3900/7492] lr: 4.304e-02, eta: 5 days, 3:31:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4622, loss_cls: 8.5003, loss: 8.5003 2025-08-14 02:52:27,609 - pyskl - INFO - Epoch [37][4000/7492] lr: 4.303e-02, eta: 5 days, 3:31:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2103, top5_acc: 0.4559, loss_cls: 8.5188, loss: 8.5188 2025-08-14 02:53:20,118 - pyskl - INFO - Epoch [37][4100/7492] lr: 4.303e-02, eta: 5 days, 3:30:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4625, loss_cls: 8.4791, loss: 8.4791 2025-08-14 02:54:13,008 - pyskl - INFO - Epoch [37][4200/7492] lr: 4.302e-02, eta: 5 days, 3:29:24, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2137, top5_acc: 0.4669, loss_cls: 8.5622, loss: 8.5622 2025-08-14 02:55:05,666 - pyskl - INFO - Epoch [37][4300/7492] lr: 4.302e-02, eta: 5 days, 3:28:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4697, loss_cls: 8.4368, loss: 8.4368 2025-08-14 02:55:58,166 - pyskl - INFO - Epoch [37][4400/7492] lr: 4.301e-02, eta: 5 days, 3:27:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4644, loss_cls: 8.4928, loss: 8.4928 2025-08-14 02:56:51,027 - pyskl - INFO - Epoch [37][4500/7492] lr: 4.301e-02, eta: 5 days, 3:26:50, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4691, loss_cls: 8.4468, loss: 8.4468 2025-08-14 02:57:43,746 - pyskl - INFO - Epoch [37][4600/7492] lr: 4.300e-02, eta: 5 days, 3:25:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4772, loss_cls: 8.4002, loss: 8.4002 2025-08-14 02:58:36,568 - pyskl - INFO - Epoch [37][4700/7492] lr: 4.300e-02, eta: 5 days, 3:25:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4581, loss_cls: 8.4911, loss: 8.4911 2025-08-14 02:59:29,280 - pyskl - INFO - Epoch [37][4800/7492] lr: 4.299e-02, eta: 5 days, 3:24:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4747, loss_cls: 8.3894, loss: 8.3894 2025-08-14 03:00:22,115 - pyskl - INFO - Epoch [37][4900/7492] lr: 4.299e-02, eta: 5 days, 3:23:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4659, loss_cls: 8.4445, loss: 8.4445 2025-08-14 03:01:14,980 - pyskl - INFO - Epoch [37][5000/7492] lr: 4.298e-02, eta: 5 days, 3:22:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4734, loss_cls: 8.4010, loss: 8.4010 2025-08-14 03:02:08,142 - pyskl - INFO - Epoch [37][5100/7492] lr: 4.298e-02, eta: 5 days, 3:21:47, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4766, loss_cls: 8.4003, loss: 8.4003 2025-08-14 03:03:01,069 - pyskl - INFO - Epoch [37][5200/7492] lr: 4.297e-02, eta: 5 days, 3:20:56, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4669, loss_cls: 8.5298, loss: 8.5298 2025-08-14 03:03:54,305 - pyskl - INFO - Epoch [37][5300/7492] lr: 4.297e-02, eta: 5 days, 3:20:07, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4584, loss_cls: 8.5188, loss: 8.5188 2025-08-14 03:04:47,103 - pyskl - INFO - Epoch [37][5400/7492] lr: 4.296e-02, eta: 5 days, 3:19:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4641, loss_cls: 8.5045, loss: 8.5045 2025-08-14 03:05:39,443 - pyskl - INFO - Epoch [37][5500/7492] lr: 4.296e-02, eta: 5 days, 3:18:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4766, loss_cls: 8.4106, loss: 8.4106 2025-08-14 03:06:32,067 - pyskl - INFO - Epoch [37][5600/7492] lr: 4.295e-02, eta: 5 days, 3:17:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4744, loss_cls: 8.4646, loss: 8.4646 2025-08-14 03:07:24,569 - pyskl - INFO - Epoch [37][5700/7492] lr: 4.295e-02, eta: 5 days, 3:16:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4728, loss_cls: 8.3976, loss: 8.3976 2025-08-14 03:08:17,151 - pyskl - INFO - Epoch [37][5800/7492] lr: 4.294e-02, eta: 5 days, 3:15:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4738, loss_cls: 8.4219, loss: 8.4219 2025-08-14 03:09:09,774 - pyskl - INFO - Epoch [37][5900/7492] lr: 4.294e-02, eta: 5 days, 3:14:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4659, loss_cls: 8.4669, loss: 8.4669 2025-08-14 03:10:01,991 - pyskl - INFO - Epoch [37][6000/7492] lr: 4.293e-02, eta: 5 days, 3:14:05, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4734, loss_cls: 8.3985, loss: 8.3985 2025-08-14 03:10:54,596 - pyskl - INFO - Epoch [37][6100/7492] lr: 4.293e-02, eta: 5 days, 3:13:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4550, loss_cls: 8.5332, loss: 8.5332 2025-08-14 03:11:47,333 - pyskl - INFO - Epoch [37][6200/7492] lr: 4.292e-02, eta: 5 days, 3:12:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2125, top5_acc: 0.4575, loss_cls: 8.4771, loss: 8.4771 2025-08-14 03:12:39,881 - pyskl - INFO - Epoch [37][6300/7492] lr: 4.292e-02, eta: 5 days, 3:11:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4622, loss_cls: 8.4749, loss: 8.4749 2025-08-14 03:13:32,375 - pyskl - INFO - Epoch [37][6400/7492] lr: 4.292e-02, eta: 5 days, 3:10:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4703, loss_cls: 8.4286, loss: 8.4286 2025-08-14 03:14:24,896 - pyskl - INFO - Epoch [37][6500/7492] lr: 4.291e-02, eta: 5 days, 3:09:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2081, top5_acc: 0.4556, loss_cls: 8.5397, loss: 8.5397 2025-08-14 03:15:17,503 - pyskl - INFO - Epoch [37][6600/7492] lr: 4.291e-02, eta: 5 days, 3:08:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4800, loss_cls: 8.4173, loss: 8.4173 2025-08-14 03:16:09,917 - pyskl - INFO - Epoch [37][6700/7492] lr: 4.290e-02, eta: 5 days, 3:08:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4681, loss_cls: 8.5303, loss: 8.5303 2025-08-14 03:17:01,984 - pyskl - INFO - Epoch [37][6800/7492] lr: 4.290e-02, eta: 5 days, 3:07:11, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2128, top5_acc: 0.4469, loss_cls: 8.5573, loss: 8.5573 2025-08-14 03:17:54,833 - pyskl - INFO - Epoch [37][6900/7492] lr: 4.289e-02, eta: 5 days, 3:06:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4600, loss_cls: 8.4399, loss: 8.4399 2025-08-14 03:18:47,261 - pyskl - INFO - Epoch [37][7000/7492] lr: 4.289e-02, eta: 5 days, 3:05:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4863, loss_cls: 8.2983, loss: 8.2983 2025-08-14 03:19:39,768 - pyskl - INFO - Epoch [37][7100/7492] lr: 4.288e-02, eta: 5 days, 3:04:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4597, loss_cls: 8.4852, loss: 8.4852 2025-08-14 03:20:32,324 - pyskl - INFO - Epoch [37][7200/7492] lr: 4.288e-02, eta: 5 days, 3:03:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2141, top5_acc: 0.4525, loss_cls: 8.5616, loss: 8.5616 2025-08-14 03:21:25,087 - pyskl - INFO - Epoch [37][7300/7492] lr: 4.287e-02, eta: 5 days, 3:02:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4656, loss_cls: 8.4759, loss: 8.4759 2025-08-14 03:22:17,591 - pyskl - INFO - Epoch [37][7400/7492] lr: 4.287e-02, eta: 5 days, 3:02:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4581, loss_cls: 8.4204, loss: 8.4204 2025-08-14 03:23:06,983 - pyskl - INFO - Saving checkpoint at 37 epochs 2025-08-14 03:24:01,945 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 03:24:02,683 - pyskl - INFO - top1_acc 0.1783 top5_acc 0.3922 2025-08-14 03:24:02,683 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 03:24:02,726 - pyskl - INFO - mean_acc 0.1782 2025-08-14 03:24:02,740 - pyskl - INFO - Epoch(val) [37][617] top1_acc: 0.1783, top5_acc: 0.3922, mean_class_accuracy: 0.1782 2025-08-14 03:25:25,499 - pyskl - INFO - Epoch [38][100/7492] lr: 4.286e-02, eta: 5 days, 2:59:28, time: 0.828, data_time: 0.294, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4875, loss_cls: 8.3895, loss: 8.3895 2025-08-14 03:26:18,053 - pyskl - INFO - Epoch [38][200/7492] lr: 4.285e-02, eta: 5 days, 2:58:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4803, loss_cls: 8.4142, loss: 8.4142 2025-08-14 03:27:10,712 - pyskl - INFO - Epoch [38][300/7492] lr: 4.285e-02, eta: 5 days, 2:57:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4822, loss_cls: 8.3608, loss: 8.3608 2025-08-14 03:28:02,873 - pyskl - INFO - Epoch [38][400/7492] lr: 4.284e-02, eta: 5 days, 2:56:53, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4628, loss_cls: 8.5052, loss: 8.5052 2025-08-14 03:28:55,612 - pyskl - INFO - Epoch [38][500/7492] lr: 4.284e-02, eta: 5 days, 2:56:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4681, loss_cls: 8.4875, loss: 8.4875 2025-08-14 03:29:48,014 - pyskl - INFO - Epoch [38][600/7492] lr: 4.283e-02, eta: 5 days, 2:55:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4681, loss_cls: 8.4111, loss: 8.4111 2025-08-14 03:30:40,655 - pyskl - INFO - Epoch [38][700/7492] lr: 4.283e-02, eta: 5 days, 2:54:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4806, loss_cls: 8.4580, loss: 8.4580 2025-08-14 03:31:33,185 - pyskl - INFO - Epoch [38][800/7492] lr: 4.282e-02, eta: 5 days, 2:53:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4778, loss_cls: 8.4590, loss: 8.4590 2025-08-14 03:32:25,675 - pyskl - INFO - Epoch [38][900/7492] lr: 4.282e-02, eta: 5 days, 2:52:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4681, loss_cls: 8.5058, loss: 8.5058 2025-08-14 03:33:18,208 - pyskl - INFO - Epoch [38][1000/7492] lr: 4.281e-02, eta: 5 days, 2:51:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4709, loss_cls: 8.4014, loss: 8.4014 2025-08-14 03:34:10,845 - pyskl - INFO - Epoch [38][1100/7492] lr: 4.281e-02, eta: 5 days, 2:50:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4719, loss_cls: 8.5131, loss: 8.5131 2025-08-14 03:35:03,274 - pyskl - INFO - Epoch [38][1200/7492] lr: 4.280e-02, eta: 5 days, 2:50:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4659, loss_cls: 8.5046, loss: 8.5046 2025-08-14 03:35:55,892 - pyskl - INFO - Epoch [38][1300/7492] lr: 4.280e-02, eta: 5 days, 2:49:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2112, top5_acc: 0.4675, loss_cls: 8.3954, loss: 8.3954 2025-08-14 03:36:48,436 - pyskl - INFO - Epoch [38][1400/7492] lr: 4.279e-02, eta: 5 days, 2:48:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4803, loss_cls: 8.4233, loss: 8.4233 2025-08-14 03:37:41,024 - pyskl - INFO - Epoch [38][1500/7492] lr: 4.279e-02, eta: 5 days, 2:47:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4731, loss_cls: 8.5102, loss: 8.5102 2025-08-14 03:38:33,632 - pyskl - INFO - Epoch [38][1600/7492] lr: 4.278e-02, eta: 5 days, 2:46:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4431, loss_cls: 8.6551, loss: 8.6551 2025-08-14 03:39:26,631 - pyskl - INFO - Epoch [38][1700/7492] lr: 4.278e-02, eta: 5 days, 2:45:44, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4703, loss_cls: 8.4528, loss: 8.4528 2025-08-14 03:40:19,411 - pyskl - INFO - Epoch [38][1800/7492] lr: 4.277e-02, eta: 5 days, 2:44:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4744, loss_cls: 8.4193, loss: 8.4193 2025-08-14 03:41:12,696 - pyskl - INFO - Epoch [38][1900/7492] lr: 4.277e-02, eta: 5 days, 2:44:04, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4741, loss_cls: 8.4388, loss: 8.4388 2025-08-14 03:42:05,925 - pyskl - INFO - Epoch [38][2000/7492] lr: 4.276e-02, eta: 5 days, 2:43:14, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4822, loss_cls: 8.3118, loss: 8.3118 2025-08-14 03:42:58,952 - pyskl - INFO - Epoch [38][2100/7492] lr: 4.276e-02, eta: 5 days, 2:42:24, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4650, loss_cls: 8.4191, loss: 8.4191 2025-08-14 03:43:52,032 - pyskl - INFO - Epoch [38][2200/7492] lr: 4.275e-02, eta: 5 days, 2:41:34, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4659, loss_cls: 8.5162, loss: 8.5162 2025-08-14 03:44:45,131 - pyskl - INFO - Epoch [38][2300/7492] lr: 4.275e-02, eta: 5 days, 2:40:44, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4784, loss_cls: 8.3175, loss: 8.3175 2025-08-14 03:45:38,206 - pyskl - INFO - Epoch [38][2400/7492] lr: 4.274e-02, eta: 5 days, 2:39:54, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4625, loss_cls: 8.4276, loss: 8.4276 2025-08-14 03:46:31,253 - pyskl - INFO - Epoch [38][2500/7492] lr: 4.274e-02, eta: 5 days, 2:39:04, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4731, loss_cls: 8.4268, loss: 8.4268 2025-08-14 03:47:24,150 - pyskl - INFO - Epoch [38][2600/7492] lr: 4.273e-02, eta: 5 days, 2:38:14, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4569, loss_cls: 8.5585, loss: 8.5585 2025-08-14 03:48:17,100 - pyskl - INFO - Epoch [38][2700/7492] lr: 4.273e-02, eta: 5 days, 2:37:23, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4688, loss_cls: 8.4617, loss: 8.4617 2025-08-14 03:49:09,964 - pyskl - INFO - Epoch [38][2800/7492] lr: 4.272e-02, eta: 5 days, 2:36:33, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4716, loss_cls: 8.4403, loss: 8.4403 2025-08-14 03:50:02,895 - pyskl - INFO - Epoch [38][2900/7492] lr: 4.272e-02, eta: 5 days, 2:35:42, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4672, loss_cls: 8.3985, loss: 8.3985 2025-08-14 03:50:55,822 - pyskl - INFO - Epoch [38][3000/7492] lr: 4.271e-02, eta: 5 days, 2:34:52, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4609, loss_cls: 8.5419, loss: 8.5419 2025-08-14 03:51:48,671 - pyskl - INFO - Epoch [38][3100/7492] lr: 4.271e-02, eta: 5 days, 2:34:01, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4653, loss_cls: 8.4239, loss: 8.4239 2025-08-14 03:52:41,464 - pyskl - INFO - Epoch [38][3200/7492] lr: 4.270e-02, eta: 5 days, 2:33:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4681, loss_cls: 8.4703, loss: 8.4703 2025-08-14 03:53:34,206 - pyskl - INFO - Epoch [38][3300/7492] lr: 4.270e-02, eta: 5 days, 2:32:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4716, loss_cls: 8.3890, loss: 8.3890 2025-08-14 03:54:27,007 - pyskl - INFO - Epoch [38][3400/7492] lr: 4.269e-02, eta: 5 days, 2:31:28, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4491, loss_cls: 8.4447, loss: 8.4447 2025-08-14 03:55:19,982 - pyskl - INFO - Epoch [38][3500/7492] lr: 4.269e-02, eta: 5 days, 2:30:38, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4653, loss_cls: 8.4084, loss: 8.4084 2025-08-14 03:56:12,986 - pyskl - INFO - Epoch [38][3600/7492] lr: 4.268e-02, eta: 5 days, 2:29:48, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4809, loss_cls: 8.2738, loss: 8.2738 2025-08-14 03:57:05,953 - pyskl - INFO - Epoch [38][3700/7492] lr: 4.268e-02, eta: 5 days, 2:28:57, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4747, loss_cls: 8.4655, loss: 8.4655 2025-08-14 03:57:58,644 - pyskl - INFO - Epoch [38][3800/7492] lr: 4.268e-02, eta: 5 days, 2:28:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4709, loss_cls: 8.4393, loss: 8.4393 2025-08-14 03:58:51,535 - pyskl - INFO - Epoch [38][3900/7492] lr: 4.267e-02, eta: 5 days, 2:27:16, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4738, loss_cls: 8.4560, loss: 8.4560 2025-08-14 03:59:44,570 - pyskl - INFO - Epoch [38][4000/7492] lr: 4.267e-02, eta: 5 days, 2:26:26, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4653, loss_cls: 8.3964, loss: 8.3964 2025-08-14 04:00:37,391 - pyskl - INFO - Epoch [38][4100/7492] lr: 4.266e-02, eta: 5 days, 2:25:35, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4659, loss_cls: 8.4768, loss: 8.4768 2025-08-14 04:01:30,011 - pyskl - INFO - Epoch [38][4200/7492] lr: 4.266e-02, eta: 5 days, 2:24:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4863, loss_cls: 8.4230, loss: 8.4230 2025-08-14 04:02:22,727 - pyskl - INFO - Epoch [38][4300/7492] lr: 4.265e-02, eta: 5 days, 2:23:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4512, loss_cls: 8.4908, loss: 8.4908 2025-08-14 04:03:15,486 - pyskl - INFO - Epoch [38][4400/7492] lr: 4.265e-02, eta: 5 days, 2:23:01, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4706, loss_cls: 8.5277, loss: 8.5277 2025-08-14 04:04:08,233 - pyskl - INFO - Epoch [38][4500/7492] lr: 4.264e-02, eta: 5 days, 2:22:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4784, loss_cls: 8.3960, loss: 8.3960 2025-08-14 04:05:01,050 - pyskl - INFO - Epoch [38][4600/7492] lr: 4.264e-02, eta: 5 days, 2:21:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4675, loss_cls: 8.4582, loss: 8.4582 2025-08-14 04:05:53,987 - pyskl - INFO - Epoch [38][4700/7492] lr: 4.263e-02, eta: 5 days, 2:20:29, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4688, loss_cls: 8.4341, loss: 8.4341 2025-08-14 04:06:46,866 - pyskl - INFO - Epoch [38][4800/7492] lr: 4.263e-02, eta: 5 days, 2:19:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4622, loss_cls: 8.4887, loss: 8.4887 2025-08-14 04:07:39,788 - pyskl - INFO - Epoch [38][4900/7492] lr: 4.262e-02, eta: 5 days, 2:18:48, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2234, top5_acc: 0.4541, loss_cls: 8.4961, loss: 8.4961 2025-08-14 04:08:32,500 - pyskl - INFO - Epoch [38][5000/7492] lr: 4.262e-02, eta: 5 days, 2:17:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4566, loss_cls: 8.4681, loss: 8.4681 2025-08-14 04:09:25,311 - pyskl - INFO - Epoch [38][5100/7492] lr: 4.261e-02, eta: 5 days, 2:17:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4741, loss_cls: 8.3968, loss: 8.3968 2025-08-14 04:10:18,302 - pyskl - INFO - Epoch [38][5200/7492] lr: 4.261e-02, eta: 5 days, 2:16:16, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4619, loss_cls: 8.5211, loss: 8.5211 2025-08-14 04:11:10,869 - pyskl - INFO - Epoch [38][5300/7492] lr: 4.260e-02, eta: 5 days, 2:15:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4653, loss_cls: 8.3796, loss: 8.3796 2025-08-14 04:12:03,388 - pyskl - INFO - Epoch [38][5400/7492] lr: 4.260e-02, eta: 5 days, 2:14:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4603, loss_cls: 8.4953, loss: 8.4953 2025-08-14 04:12:56,086 - pyskl - INFO - Epoch [38][5500/7492] lr: 4.259e-02, eta: 5 days, 2:13:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4609, loss_cls: 8.4650, loss: 8.4650 2025-08-14 04:13:48,518 - pyskl - INFO - Epoch [38][5600/7492] lr: 4.259e-02, eta: 5 days, 2:12:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4781, loss_cls: 8.4455, loss: 8.4455 2025-08-14 04:14:41,101 - pyskl - INFO - Epoch [38][5700/7492] lr: 4.258e-02, eta: 5 days, 2:11:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4675, loss_cls: 8.4297, loss: 8.4297 2025-08-14 04:15:33,772 - pyskl - INFO - Epoch [38][5800/7492] lr: 4.258e-02, eta: 5 days, 2:11:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4653, loss_cls: 8.4468, loss: 8.4468 2025-08-14 04:16:26,183 - pyskl - INFO - Epoch [38][5900/7492] lr: 4.257e-02, eta: 5 days, 2:10:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4709, loss_cls: 8.4691, loss: 8.4691 2025-08-14 04:17:19,002 - pyskl - INFO - Epoch [38][6000/7492] lr: 4.257e-02, eta: 5 days, 2:09:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4816, loss_cls: 8.3440, loss: 8.3440 2025-08-14 04:18:11,607 - pyskl - INFO - Epoch [38][6100/7492] lr: 4.256e-02, eta: 5 days, 2:08:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4697, loss_cls: 8.4117, loss: 8.4117 2025-08-14 04:19:04,186 - pyskl - INFO - Epoch [38][6200/7492] lr: 4.256e-02, eta: 5 days, 2:07:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4675, loss_cls: 8.3544, loss: 8.3544 2025-08-14 04:19:56,931 - pyskl - INFO - Epoch [38][6300/7492] lr: 4.255e-02, eta: 5 days, 2:06:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4713, loss_cls: 8.4321, loss: 8.4321 2025-08-14 04:20:49,598 - pyskl - INFO - Epoch [38][6400/7492] lr: 4.255e-02, eta: 5 days, 2:05:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4722, loss_cls: 8.4051, loss: 8.4051 2025-08-14 04:21:42,349 - pyskl - INFO - Epoch [38][6500/7492] lr: 4.254e-02, eta: 5 days, 2:05:07, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4819, loss_cls: 8.4041, loss: 8.4041 2025-08-14 04:22:35,044 - pyskl - INFO - Epoch [38][6600/7492] lr: 4.254e-02, eta: 5 days, 2:04:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4659, loss_cls: 8.4884, loss: 8.4884 2025-08-14 04:23:27,802 - pyskl - INFO - Epoch [38][6700/7492] lr: 4.253e-02, eta: 5 days, 2:03:25, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4403, loss_cls: 8.5688, loss: 8.5688 2025-08-14 04:24:20,577 - pyskl - INFO - Epoch [38][6800/7492] lr: 4.253e-02, eta: 5 days, 2:02:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4612, loss_cls: 8.4756, loss: 8.4756 2025-08-14 04:25:13,307 - pyskl - INFO - Epoch [38][6900/7492] lr: 4.252e-02, eta: 5 days, 2:01:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4616, loss_cls: 8.4863, loss: 8.4863 2025-08-14 04:26:05,935 - pyskl - INFO - Epoch [38][7000/7492] lr: 4.252e-02, eta: 5 days, 2:00:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4622, loss_cls: 8.4923, loss: 8.4923 2025-08-14 04:26:58,697 - pyskl - INFO - Epoch [38][7100/7492] lr: 4.251e-02, eta: 5 days, 2:00:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4656, loss_cls: 8.4076, loss: 8.4076 2025-08-14 04:27:51,332 - pyskl - INFO - Epoch [38][7200/7492] lr: 4.251e-02, eta: 5 days, 1:59:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4859, loss_cls: 8.3477, loss: 8.3477 2025-08-14 04:28:44,057 - pyskl - INFO - Epoch [38][7300/7492] lr: 4.250e-02, eta: 5 days, 1:58:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2122, top5_acc: 0.4541, loss_cls: 8.5175, loss: 8.5175 2025-08-14 04:29:36,827 - pyskl - INFO - Epoch [38][7400/7492] lr: 4.250e-02, eta: 5 days, 1:57:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2109, top5_acc: 0.4547, loss_cls: 8.4707, loss: 8.4707 2025-08-14 04:30:26,356 - pyskl - INFO - Saving checkpoint at 38 epochs 2025-08-14 04:31:20,939 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 04:31:21,677 - pyskl - INFO - top1_acc 0.1789 top5_acc 0.4043 2025-08-14 04:31:21,677 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 04:31:21,716 - pyskl - INFO - mean_acc 0.1787 2025-08-14 04:31:21,735 - pyskl - INFO - Epoch(val) [38][617] top1_acc: 0.1789, top5_acc: 0.4043, mean_class_accuracy: 0.1787 2025-08-14 04:32:43,487 - pyskl - INFO - Epoch [39][100/7492] lr: 4.249e-02, eta: 5 days, 1:54:51, time: 0.817, data_time: 0.293, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4753, loss_cls: 8.4482, loss: 8.4482 2025-08-14 04:33:35,484 - pyskl - INFO - Epoch [39][200/7492] lr: 4.248e-02, eta: 5 days, 1:53:58, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4700, loss_cls: 8.4095, loss: 8.4095 2025-08-14 04:34:28,209 - pyskl - INFO - Epoch [39][300/7492] lr: 4.248e-02, eta: 5 days, 1:53:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4688, loss_cls: 8.4090, loss: 8.4090 2025-08-14 04:35:20,597 - pyskl - INFO - Epoch [39][400/7492] lr: 4.247e-02, eta: 5 days, 1:52:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4828, loss_cls: 8.4175, loss: 8.4175 2025-08-14 04:36:13,145 - pyskl - INFO - Epoch [39][500/7492] lr: 4.247e-02, eta: 5 days, 1:51:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4872, loss_cls: 8.2784, loss: 8.2784 2025-08-14 04:37:05,535 - pyskl - INFO - Epoch [39][600/7492] lr: 4.246e-02, eta: 5 days, 1:50:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4853, loss_cls: 8.3758, loss: 8.3758 2025-08-14 04:37:57,919 - pyskl - INFO - Epoch [39][700/7492] lr: 4.246e-02, eta: 5 days, 1:49:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4781, loss_cls: 8.3784, loss: 8.3784 2025-08-14 04:38:50,481 - pyskl - INFO - Epoch [39][800/7492] lr: 4.245e-02, eta: 5 days, 1:48:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4741, loss_cls: 8.4585, loss: 8.4585 2025-08-14 04:39:43,084 - pyskl - INFO - Epoch [39][900/7492] lr: 4.245e-02, eta: 5 days, 1:47:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4647, loss_cls: 8.5264, loss: 8.5264 2025-08-14 04:40:35,664 - pyskl - INFO - Epoch [39][1000/7492] lr: 4.244e-02, eta: 5 days, 1:47:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4747, loss_cls: 8.4576, loss: 8.4576 2025-08-14 04:41:28,038 - pyskl - INFO - Epoch [39][1100/7492] lr: 4.244e-02, eta: 5 days, 1:46:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4662, loss_cls: 8.4095, loss: 8.4095 2025-08-14 04:42:20,490 - pyskl - INFO - Epoch [39][1200/7492] lr: 4.243e-02, eta: 5 days, 1:45:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4813, loss_cls: 8.2639, loss: 8.2639 2025-08-14 04:43:12,963 - pyskl - INFO - Epoch [39][1300/7492] lr: 4.243e-02, eta: 5 days, 1:44:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4691, loss_cls: 8.4764, loss: 8.4764 2025-08-14 04:44:05,405 - pyskl - INFO - Epoch [39][1400/7492] lr: 4.242e-02, eta: 5 days, 1:43:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4691, loss_cls: 8.3460, loss: 8.3460 2025-08-14 04:44:58,065 - pyskl - INFO - Epoch [39][1500/7492] lr: 4.242e-02, eta: 5 days, 1:42:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4728, loss_cls: 8.3234, loss: 8.3234 2025-08-14 04:45:50,581 - pyskl - INFO - Epoch [39][1600/7492] lr: 4.241e-02, eta: 5 days, 1:41:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4734, loss_cls: 8.3977, loss: 8.3977 2025-08-14 04:46:43,187 - pyskl - INFO - Epoch [39][1700/7492] lr: 4.241e-02, eta: 5 days, 1:41:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4581, loss_cls: 8.5009, loss: 8.5009 2025-08-14 04:47:35,720 - pyskl - INFO - Epoch [39][1800/7492] lr: 4.240e-02, eta: 5 days, 1:40:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4597, loss_cls: 8.4596, loss: 8.4596 2025-08-14 04:48:28,248 - pyskl - INFO - Epoch [39][1900/7492] lr: 4.240e-02, eta: 5 days, 1:39:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4491, loss_cls: 8.5498, loss: 8.5498 2025-08-14 04:49:20,698 - pyskl - INFO - Epoch [39][2000/7492] lr: 4.239e-02, eta: 5 days, 1:38:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4744, loss_cls: 8.3961, loss: 8.3961 2025-08-14 04:50:13,094 - pyskl - INFO - Epoch [39][2100/7492] lr: 4.239e-02, eta: 5 days, 1:37:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4669, loss_cls: 8.3806, loss: 8.3806 2025-08-14 04:51:05,809 - pyskl - INFO - Epoch [39][2200/7492] lr: 4.238e-02, eta: 5 days, 1:36:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4591, loss_cls: 8.4856, loss: 8.4856 2025-08-14 04:51:58,026 - pyskl - INFO - Epoch [39][2300/7492] lr: 4.238e-02, eta: 5 days, 1:35:51, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4672, loss_cls: 8.4718, loss: 8.4718 2025-08-14 04:52:50,125 - pyskl - INFO - Epoch [39][2400/7492] lr: 4.237e-02, eta: 5 days, 1:34:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4800, loss_cls: 8.3372, loss: 8.3372 2025-08-14 04:53:43,104 - pyskl - INFO - Epoch [39][2500/7492] lr: 4.237e-02, eta: 5 days, 1:34:08, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4662, loss_cls: 8.4883, loss: 8.4883 2025-08-14 04:54:35,538 - pyskl - INFO - Epoch [39][2600/7492] lr: 4.236e-02, eta: 5 days, 1:33:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4700, loss_cls: 8.3623, loss: 8.3623 2025-08-14 04:55:27,920 - pyskl - INFO - Epoch [39][2700/7492] lr: 4.236e-02, eta: 5 days, 1:32:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4678, loss_cls: 8.4088, loss: 8.4088 2025-08-14 04:56:19,982 - pyskl - INFO - Epoch [39][2800/7492] lr: 4.235e-02, eta: 5 days, 1:31:31, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2072, top5_acc: 0.4416, loss_cls: 8.6758, loss: 8.6758 2025-08-14 04:57:12,452 - pyskl - INFO - Epoch [39][2900/7492] lr: 4.235e-02, eta: 5 days, 1:30:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4744, loss_cls: 8.3216, loss: 8.3216 2025-08-14 04:58:05,181 - pyskl - INFO - Epoch [39][3000/7492] lr: 4.234e-02, eta: 5 days, 1:29:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4813, loss_cls: 8.3276, loss: 8.3276 2025-08-14 04:58:57,581 - pyskl - INFO - Epoch [39][3100/7492] lr: 4.234e-02, eta: 5 days, 1:28:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4572, loss_cls: 8.4663, loss: 8.4663 2025-08-14 04:59:49,957 - pyskl - INFO - Epoch [39][3200/7492] lr: 4.233e-02, eta: 5 days, 1:28:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4537, loss_cls: 8.5383, loss: 8.5383 2025-08-14 05:00:42,433 - pyskl - INFO - Epoch [39][3300/7492] lr: 4.233e-02, eta: 5 days, 1:27:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4662, loss_cls: 8.4818, loss: 8.4818 2025-08-14 05:01:35,200 - pyskl - INFO - Epoch [39][3400/7492] lr: 4.232e-02, eta: 5 days, 1:26:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4647, loss_cls: 8.5238, loss: 8.5238 2025-08-14 05:02:27,622 - pyskl - INFO - Epoch [39][3500/7492] lr: 4.232e-02, eta: 5 days, 1:25:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4491, loss_cls: 8.4555, loss: 8.4555 2025-08-14 05:03:20,183 - pyskl - INFO - Epoch [39][3600/7492] lr: 4.231e-02, eta: 5 days, 1:24:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4684, loss_cls: 8.4302, loss: 8.4302 2025-08-14 05:04:12,271 - pyskl - INFO - Epoch [39][3700/7492] lr: 4.231e-02, eta: 5 days, 1:23:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4831, loss_cls: 8.4426, loss: 8.4426 2025-08-14 05:05:04,777 - pyskl - INFO - Epoch [39][3800/7492] lr: 4.230e-02, eta: 5 days, 1:22:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4750, loss_cls: 8.4687, loss: 8.4687 2025-08-14 05:05:57,619 - pyskl - INFO - Epoch [39][3900/7492] lr: 4.230e-02, eta: 5 days, 1:22:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4772, loss_cls: 8.4148, loss: 8.4148 2025-08-14 05:06:50,076 - pyskl - INFO - Epoch [39][4000/7492] lr: 4.229e-02, eta: 5 days, 1:21:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4938, loss_cls: 8.2964, loss: 8.2964 2025-08-14 05:07:42,749 - pyskl - INFO - Epoch [39][4100/7492] lr: 4.229e-02, eta: 5 days, 1:20:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2162, top5_acc: 0.4628, loss_cls: 8.5032, loss: 8.5032 2025-08-14 05:08:35,431 - pyskl - INFO - Epoch [39][4200/7492] lr: 4.228e-02, eta: 5 days, 1:19:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4666, loss_cls: 8.3939, loss: 8.3939 2025-08-14 05:09:27,989 - pyskl - INFO - Epoch [39][4300/7492] lr: 4.228e-02, eta: 5 days, 1:18:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4612, loss_cls: 8.4549, loss: 8.4549 2025-08-14 05:10:20,707 - pyskl - INFO - Epoch [39][4400/7492] lr: 4.227e-02, eta: 5 days, 1:17:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4556, loss_cls: 8.4667, loss: 8.4667 2025-08-14 05:11:13,254 - pyskl - INFO - Epoch [39][4500/7492] lr: 4.227e-02, eta: 5 days, 1:16:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4844, loss_cls: 8.4175, loss: 8.4175 2025-08-14 05:12:06,072 - pyskl - INFO - Epoch [39][4600/7492] lr: 4.226e-02, eta: 5 days, 1:16:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4753, loss_cls: 8.4248, loss: 8.4248 2025-08-14 05:12:58,863 - pyskl - INFO - Epoch [39][4700/7492] lr: 4.226e-02, eta: 5 days, 1:15:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4766, loss_cls: 8.3705, loss: 8.3705 2025-08-14 05:13:51,428 - pyskl - INFO - Epoch [39][4800/7492] lr: 4.225e-02, eta: 5 days, 1:14:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4534, loss_cls: 8.4740, loss: 8.4740 2025-08-14 05:14:44,102 - pyskl - INFO - Epoch [39][4900/7492] lr: 4.225e-02, eta: 5 days, 1:13:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4866, loss_cls: 8.3511, loss: 8.3511 2025-08-14 05:15:36,727 - pyskl - INFO - Epoch [39][5000/7492] lr: 4.224e-02, eta: 5 days, 1:12:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4650, loss_cls: 8.5200, loss: 8.5200 2025-08-14 05:16:29,449 - pyskl - INFO - Epoch [39][5100/7492] lr: 4.224e-02, eta: 5 days, 1:11:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4662, loss_cls: 8.4560, loss: 8.4560 2025-08-14 05:17:22,351 - pyskl - INFO - Epoch [39][5200/7492] lr: 4.223e-02, eta: 5 days, 1:10:55, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4772, loss_cls: 8.4006, loss: 8.4006 2025-08-14 05:18:15,196 - pyskl - INFO - Epoch [39][5300/7492] lr: 4.223e-02, eta: 5 days, 1:10:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2209, top5_acc: 0.4728, loss_cls: 8.4445, loss: 8.4445 2025-08-14 05:19:07,903 - pyskl - INFO - Epoch [39][5400/7492] lr: 4.222e-02, eta: 5 days, 1:09:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4744, loss_cls: 8.4819, loss: 8.4819 2025-08-14 05:20:00,687 - pyskl - INFO - Epoch [39][5500/7492] lr: 4.221e-02, eta: 5 days, 1:08:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4631, loss_cls: 8.4148, loss: 8.4148 2025-08-14 05:20:53,456 - pyskl - INFO - Epoch [39][5600/7492] lr: 4.221e-02, eta: 5 days, 1:07:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4781, loss_cls: 8.3566, loss: 8.3566 2025-08-14 05:21:46,363 - pyskl - INFO - Epoch [39][5700/7492] lr: 4.220e-02, eta: 5 days, 1:06:41, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4659, loss_cls: 8.4318, loss: 8.4318 2025-08-14 05:22:39,029 - pyskl - INFO - Epoch [39][5800/7492] lr: 4.220e-02, eta: 5 days, 1:05:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4894, loss_cls: 8.3997, loss: 8.3997 2025-08-14 05:23:31,500 - pyskl - INFO - Epoch [39][5900/7492] lr: 4.219e-02, eta: 5 days, 1:04:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4475, loss_cls: 8.5891, loss: 8.5891 2025-08-14 05:24:24,079 - pyskl - INFO - Epoch [39][6000/7492] lr: 4.219e-02, eta: 5 days, 1:04:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4738, loss_cls: 8.4565, loss: 8.4565 2025-08-14 05:25:16,736 - pyskl - INFO - Epoch [39][6100/7492] lr: 4.218e-02, eta: 5 days, 1:03:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4728, loss_cls: 8.3604, loss: 8.3604 2025-08-14 05:26:09,363 - pyskl - INFO - Epoch [39][6200/7492] lr: 4.218e-02, eta: 5 days, 1:02:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4872, loss_cls: 8.3593, loss: 8.3593 2025-08-14 05:27:02,108 - pyskl - INFO - Epoch [39][6300/7492] lr: 4.217e-02, eta: 5 days, 1:01:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4741, loss_cls: 8.4312, loss: 8.4312 2025-08-14 05:27:54,914 - pyskl - INFO - Epoch [39][6400/7492] lr: 4.217e-02, eta: 5 days, 1:00:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4591, loss_cls: 8.4645, loss: 8.4645 2025-08-14 05:28:47,587 - pyskl - INFO - Epoch [39][6500/7492] lr: 4.216e-02, eta: 5 days, 0:59:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4734, loss_cls: 8.4028, loss: 8.4028 2025-08-14 05:29:40,444 - pyskl - INFO - Epoch [39][6600/7492] lr: 4.216e-02, eta: 5 days, 0:58:59, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4859, loss_cls: 8.3810, loss: 8.3810 2025-08-14 05:30:33,095 - pyskl - INFO - Epoch [39][6700/7492] lr: 4.215e-02, eta: 5 days, 0:58:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4884, loss_cls: 8.2617, loss: 8.2617 2025-08-14 05:31:25,739 - pyskl - INFO - Epoch [39][6800/7492] lr: 4.215e-02, eta: 5 days, 0:57:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4731, loss_cls: 8.3644, loss: 8.3644 2025-08-14 05:32:18,408 - pyskl - INFO - Epoch [39][6900/7492] lr: 4.214e-02, eta: 5 days, 0:56:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4697, loss_cls: 8.3933, loss: 8.3933 2025-08-14 05:33:10,972 - pyskl - INFO - Epoch [39][7000/7492] lr: 4.214e-02, eta: 5 days, 0:55:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4628, loss_cls: 8.4736, loss: 8.4736 2025-08-14 05:34:03,599 - pyskl - INFO - Epoch [39][7100/7492] lr: 4.213e-02, eta: 5 days, 0:54:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4681, loss_cls: 8.3653, loss: 8.3653 2025-08-14 05:34:56,072 - pyskl - INFO - Epoch [39][7200/7492] lr: 4.213e-02, eta: 5 days, 0:53:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4744, loss_cls: 8.4261, loss: 8.4261 2025-08-14 05:35:48,664 - pyskl - INFO - Epoch [39][7300/7492] lr: 4.212e-02, eta: 5 days, 0:52:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4781, loss_cls: 8.5001, loss: 8.5001 2025-08-14 05:36:41,336 - pyskl - INFO - Epoch [39][7400/7492] lr: 4.212e-02, eta: 5 days, 0:52:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4769, loss_cls: 8.3877, loss: 8.3877 2025-08-14 05:37:30,665 - pyskl - INFO - Saving checkpoint at 39 epochs 2025-08-14 05:38:27,361 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 05:38:28,104 - pyskl - INFO - top1_acc 0.1949 top5_acc 0.4181 2025-08-14 05:38:28,104 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 05:38:28,143 - pyskl - INFO - mean_acc 0.1948 2025-08-14 05:38:28,157 - pyskl - INFO - Epoch(val) [39][617] top1_acc: 0.1949, top5_acc: 0.4181, mean_class_accuracy: 0.1948 2025-08-14 05:39:50,574 - pyskl - INFO - Epoch [40][100/7492] lr: 4.211e-02, eta: 5 days, 0:49:35, time: 0.824, data_time: 0.294, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4653, loss_cls: 8.3866, loss: 8.3866 2025-08-14 05:40:43,233 - pyskl - INFO - Epoch [40][200/7492] lr: 4.210e-02, eta: 5 days, 0:48:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4997, loss_cls: 8.2564, loss: 8.2564 2025-08-14 05:41:35,635 - pyskl - INFO - Epoch [40][300/7492] lr: 4.210e-02, eta: 5 days, 0:47:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4709, loss_cls: 8.4871, loss: 8.4871 2025-08-14 05:42:27,902 - pyskl - INFO - Epoch [40][400/7492] lr: 4.209e-02, eta: 5 days, 0:46:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4763, loss_cls: 8.3506, loss: 8.3506 2025-08-14 05:43:20,009 - pyskl - INFO - Epoch [40][500/7492] lr: 4.209e-02, eta: 5 days, 0:46:07, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4891, loss_cls: 8.3041, loss: 8.3041 2025-08-14 05:44:12,375 - pyskl - INFO - Epoch [40][600/7492] lr: 4.208e-02, eta: 5 days, 0:45:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4709, loss_cls: 8.3449, loss: 8.3449 2025-08-14 05:45:04,848 - pyskl - INFO - Epoch [40][700/7492] lr: 4.208e-02, eta: 5 days, 0:44:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4709, loss_cls: 8.4564, loss: 8.4564 2025-08-14 05:45:57,217 - pyskl - INFO - Epoch [40][800/7492] lr: 4.207e-02, eta: 5 days, 0:43:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4572, loss_cls: 8.4267, loss: 8.4267 2025-08-14 05:46:49,769 - pyskl - INFO - Epoch [40][900/7492] lr: 4.207e-02, eta: 5 days, 0:42:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4716, loss_cls: 8.3757, loss: 8.3757 2025-08-14 05:47:42,188 - pyskl - INFO - Epoch [40][1000/7492] lr: 4.206e-02, eta: 5 days, 0:41:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4719, loss_cls: 8.5140, loss: 8.5140 2025-08-14 05:48:34,535 - pyskl - INFO - Epoch [40][1100/7492] lr: 4.206e-02, eta: 5 days, 0:40:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4756, loss_cls: 8.3830, loss: 8.3830 2025-08-14 05:49:27,082 - pyskl - INFO - Epoch [40][1200/7492] lr: 4.205e-02, eta: 5 days, 0:40:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4681, loss_cls: 8.4817, loss: 8.4817 2025-08-14 05:50:19,930 - pyskl - INFO - Epoch [40][1300/7492] lr: 4.205e-02, eta: 5 days, 0:39:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4725, loss_cls: 8.3466, loss: 8.3466 2025-08-14 05:51:12,531 - pyskl - INFO - Epoch [40][1400/7492] lr: 4.204e-02, eta: 5 days, 0:38:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4678, loss_cls: 8.3946, loss: 8.3946 2025-08-14 05:52:05,513 - pyskl - INFO - Epoch [40][1500/7492] lr: 4.204e-02, eta: 5 days, 0:37:30, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4766, loss_cls: 8.4149, loss: 8.4149 2025-08-14 05:52:58,446 - pyskl - INFO - Epoch [40][1600/7492] lr: 4.203e-02, eta: 5 days, 0:36:40, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4863, loss_cls: 8.2970, loss: 8.2970 2025-08-14 05:53:51,350 - pyskl - INFO - Epoch [40][1700/7492] lr: 4.203e-02, eta: 5 days, 0:35:49, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4684, loss_cls: 8.4701, loss: 8.4701 2025-08-14 05:54:44,114 - pyskl - INFO - Epoch [40][1800/7492] lr: 4.202e-02, eta: 5 days, 0:34:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4806, loss_cls: 8.3814, loss: 8.3814 2025-08-14 05:55:37,038 - pyskl - INFO - Epoch [40][1900/7492] lr: 4.202e-02, eta: 5 days, 0:34:07, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4747, loss_cls: 8.3961, loss: 8.3961 2025-08-14 05:56:29,835 - pyskl - INFO - Epoch [40][2000/7492] lr: 4.201e-02, eta: 5 days, 0:33:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4763, loss_cls: 8.3799, loss: 8.3799 2025-08-14 05:57:22,603 - pyskl - INFO - Epoch [40][2100/7492] lr: 4.201e-02, eta: 5 days, 0:32:25, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4713, loss_cls: 8.4556, loss: 8.4556 2025-08-14 05:58:14,987 - pyskl - INFO - Epoch [40][2200/7492] lr: 4.200e-02, eta: 5 days, 0:31:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4709, loss_cls: 8.4295, loss: 8.4295 2025-08-14 05:59:07,432 - pyskl - INFO - Epoch [40][2300/7492] lr: 4.200e-02, eta: 5 days, 0:30:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4731, loss_cls: 8.3859, loss: 8.3859 2025-08-14 06:00:00,033 - pyskl - INFO - Epoch [40][2400/7492] lr: 4.199e-02, eta: 5 days, 0:29:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4738, loss_cls: 8.4343, loss: 8.4343 2025-08-14 06:00:52,442 - pyskl - INFO - Epoch [40][2500/7492] lr: 4.199e-02, eta: 5 days, 0:28:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4744, loss_cls: 8.5463, loss: 8.5463 2025-08-14 06:01:45,616 - pyskl - INFO - Epoch [40][2600/7492] lr: 4.198e-02, eta: 5 days, 0:28:08, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4775, loss_cls: 8.3850, loss: 8.3850 2025-08-14 06:02:37,916 - pyskl - INFO - Epoch [40][2700/7492] lr: 4.198e-02, eta: 5 days, 0:27:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4816, loss_cls: 8.3677, loss: 8.3677 2025-08-14 06:03:30,368 - pyskl - INFO - Epoch [40][2800/7492] lr: 4.197e-02, eta: 5 days, 0:26:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4756, loss_cls: 8.4646, loss: 8.4646 2025-08-14 06:04:22,994 - pyskl - INFO - Epoch [40][2900/7492] lr: 4.197e-02, eta: 5 days, 0:25:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4628, loss_cls: 8.5003, loss: 8.5003 2025-08-14 06:05:15,406 - pyskl - INFO - Epoch [40][3000/7492] lr: 4.196e-02, eta: 5 days, 0:24:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4709, loss_cls: 8.4170, loss: 8.4170 2025-08-14 06:06:08,257 - pyskl - INFO - Epoch [40][3100/7492] lr: 4.196e-02, eta: 5 days, 0:23:49, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4706, loss_cls: 8.4120, loss: 8.4120 2025-08-14 06:07:00,675 - pyskl - INFO - Epoch [40][3200/7492] lr: 4.195e-02, eta: 5 days, 0:22:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4769, loss_cls: 8.3307, loss: 8.3307 2025-08-14 06:07:53,532 - pyskl - INFO - Epoch [40][3300/7492] lr: 4.194e-02, eta: 5 days, 0:22:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4847, loss_cls: 8.3408, loss: 8.3408 2025-08-14 06:08:46,088 - pyskl - INFO - Epoch [40][3400/7492] lr: 4.194e-02, eta: 5 days, 0:21:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4659, loss_cls: 8.4816, loss: 8.4816 2025-08-14 06:09:38,762 - pyskl - INFO - Epoch [40][3500/7492] lr: 4.193e-02, eta: 5 days, 0:20:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4647, loss_cls: 8.4737, loss: 8.4737 2025-08-14 06:10:31,176 - pyskl - INFO - Epoch [40][3600/7492] lr: 4.193e-02, eta: 5 days, 0:19:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4706, loss_cls: 8.3591, loss: 8.3591 2025-08-14 06:11:23,589 - pyskl - INFO - Epoch [40][3700/7492] lr: 4.192e-02, eta: 5 days, 0:18:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2166, top5_acc: 0.4531, loss_cls: 8.5260, loss: 8.5260 2025-08-14 06:12:16,067 - pyskl - INFO - Epoch [40][3800/7492] lr: 4.192e-02, eta: 5 days, 0:17:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4647, loss_cls: 8.4528, loss: 8.4528 2025-08-14 06:13:08,768 - pyskl - INFO - Epoch [40][3900/7492] lr: 4.191e-02, eta: 5 days, 0:16:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4597, loss_cls: 8.4272, loss: 8.4272 2025-08-14 06:14:01,763 - pyskl - INFO - Epoch [40][4000/7492] lr: 4.191e-02, eta: 5 days, 0:16:06, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4716, loss_cls: 8.4349, loss: 8.4349 2025-08-14 06:14:54,378 - pyskl - INFO - Epoch [40][4100/7492] lr: 4.190e-02, eta: 5 days, 0:15:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4706, loss_cls: 8.3899, loss: 8.3899 2025-08-14 06:15:47,085 - pyskl - INFO - Epoch [40][4200/7492] lr: 4.190e-02, eta: 5 days, 0:14:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4691, loss_cls: 8.3637, loss: 8.3637 2025-08-14 06:16:39,555 - pyskl - INFO - Epoch [40][4300/7492] lr: 4.189e-02, eta: 5 days, 0:13:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2181, top5_acc: 0.4741, loss_cls: 8.4390, loss: 8.4390 2025-08-14 06:17:32,017 - pyskl - INFO - Epoch [40][4400/7492] lr: 4.189e-02, eta: 5 days, 0:12:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4644, loss_cls: 8.3700, loss: 8.3700 2025-08-14 06:18:24,585 - pyskl - INFO - Epoch [40][4500/7492] lr: 4.188e-02, eta: 5 days, 0:11:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4644, loss_cls: 8.4162, loss: 8.4162 2025-08-14 06:19:17,392 - pyskl - INFO - Epoch [40][4600/7492] lr: 4.188e-02, eta: 5 days, 0:10:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4828, loss_cls: 8.3438, loss: 8.3438 2025-08-14 06:20:09,844 - pyskl - INFO - Epoch [40][4700/7492] lr: 4.187e-02, eta: 5 days, 0:10:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4688, loss_cls: 8.3853, loss: 8.3853 2025-08-14 06:21:02,186 - pyskl - INFO - Epoch [40][4800/7492] lr: 4.187e-02, eta: 5 days, 0:09:13, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4709, loss_cls: 8.4517, loss: 8.4517 2025-08-14 06:21:54,711 - pyskl - INFO - Epoch [40][4900/7492] lr: 4.186e-02, eta: 5 days, 0:08:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4788, loss_cls: 8.4095, loss: 8.4095 2025-08-14 06:22:47,144 - pyskl - INFO - Epoch [40][5000/7492] lr: 4.186e-02, eta: 5 days, 0:07:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4694, loss_cls: 8.3600, loss: 8.3600 2025-08-14 06:23:39,613 - pyskl - INFO - Epoch [40][5100/7492] lr: 4.185e-02, eta: 5 days, 0:06:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4706, loss_cls: 8.4379, loss: 8.4379 2025-08-14 06:24:32,352 - pyskl - INFO - Epoch [40][5200/7492] lr: 4.185e-02, eta: 5 days, 0:05:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2150, top5_acc: 0.4634, loss_cls: 8.4855, loss: 8.4855 2025-08-14 06:25:25,153 - pyskl - INFO - Epoch [40][5300/7492] lr: 4.184e-02, eta: 5 days, 0:04:55, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4691, loss_cls: 8.4229, loss: 8.4229 2025-08-14 06:26:17,600 - pyskl - INFO - Epoch [40][5400/7492] lr: 4.184e-02, eta: 5 days, 0:04:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4769, loss_cls: 8.3459, loss: 8.3459 2025-08-14 06:27:09,995 - pyskl - INFO - Epoch [40][5500/7492] lr: 4.183e-02, eta: 5 days, 0:03:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2191, top5_acc: 0.4556, loss_cls: 8.4712, loss: 8.4712 2025-08-14 06:28:02,381 - pyskl - INFO - Epoch [40][5600/7492] lr: 4.183e-02, eta: 5 days, 0:02:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4666, loss_cls: 8.4798, loss: 8.4798 2025-08-14 06:28:54,901 - pyskl - INFO - Epoch [40][5700/7492] lr: 4.182e-02, eta: 5 days, 0:01:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4672, loss_cls: 8.3844, loss: 8.3844 2025-08-14 06:29:47,033 - pyskl - INFO - Epoch [40][5800/7492] lr: 4.182e-02, eta: 5 days, 0:00:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4788, loss_cls: 8.3882, loss: 8.3882 2025-08-14 06:30:39,276 - pyskl - INFO - Epoch [40][5900/7492] lr: 4.181e-02, eta: 4 days, 23:59:42, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4709, loss_cls: 8.4371, loss: 8.4371 2025-08-14 06:31:31,493 - pyskl - INFO - Epoch [40][6000/7492] lr: 4.181e-02, eta: 4 days, 23:58:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4716, loss_cls: 8.3380, loss: 8.3380 2025-08-14 06:32:23,510 - pyskl - INFO - Epoch [40][6100/7492] lr: 4.180e-02, eta: 4 days, 23:57:56, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4759, loss_cls: 8.3728, loss: 8.3728 2025-08-14 06:33:15,823 - pyskl - INFO - Epoch [40][6200/7492] lr: 4.180e-02, eta: 4 days, 23:57:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2197, top5_acc: 0.4494, loss_cls: 8.5873, loss: 8.5873 2025-08-14 06:34:08,173 - pyskl - INFO - Epoch [40][6300/7492] lr: 4.179e-02, eta: 4 days, 23:56:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4650, loss_cls: 8.4535, loss: 8.4535 2025-08-14 06:35:00,664 - pyskl - INFO - Epoch [40][6400/7492] lr: 4.178e-02, eta: 4 days, 23:55:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4625, loss_cls: 8.4932, loss: 8.4932 2025-08-14 06:35:53,063 - pyskl - INFO - Epoch [40][6500/7492] lr: 4.178e-02, eta: 4 days, 23:54:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4650, loss_cls: 8.4058, loss: 8.4058 2025-08-14 06:36:45,207 - pyskl - INFO - Epoch [40][6600/7492] lr: 4.177e-02, eta: 4 days, 23:53:35, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4725, loss_cls: 8.4425, loss: 8.4425 2025-08-14 06:37:37,573 - pyskl - INFO - Epoch [40][6700/7492] lr: 4.177e-02, eta: 4 days, 23:52:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4509, loss_cls: 8.5126, loss: 8.5126 2025-08-14 06:38:30,270 - pyskl - INFO - Epoch [40][6800/7492] lr: 4.176e-02, eta: 4 days, 23:51:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4738, loss_cls: 8.4004, loss: 8.4004 2025-08-14 06:39:22,369 - pyskl - INFO - Epoch [40][6900/7492] lr: 4.176e-02, eta: 4 days, 23:50:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4816, loss_cls: 8.4144, loss: 8.4144 2025-08-14 06:40:14,455 - pyskl - INFO - Epoch [40][7000/7492] lr: 4.175e-02, eta: 4 days, 23:50:05, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4703, loss_cls: 8.4850, loss: 8.4850 2025-08-14 06:41:06,998 - pyskl - INFO - Epoch [40][7100/7492] lr: 4.175e-02, eta: 4 days, 23:49:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4600, loss_cls: 8.4020, loss: 8.4020 2025-08-14 06:41:59,190 - pyskl - INFO - Epoch [40][7200/7492] lr: 4.174e-02, eta: 4 days, 23:48:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4825, loss_cls: 8.3903, loss: 8.3903 2025-08-14 06:42:51,461 - pyskl - INFO - Epoch [40][7300/7492] lr: 4.174e-02, eta: 4 days, 23:47:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4578, loss_cls: 8.5003, loss: 8.5003 2025-08-14 06:43:43,805 - pyskl - INFO - Epoch [40][7400/7492] lr: 4.173e-02, eta: 4 days, 23:46:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4750, loss_cls: 8.3447, loss: 8.3447 2025-08-14 06:44:33,479 - pyskl - INFO - Saving checkpoint at 40 epochs 2025-08-14 06:45:28,055 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 06:45:28,807 - pyskl - INFO - top1_acc 0.1912 top5_acc 0.4128 2025-08-14 06:45:28,807 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 06:45:28,845 - pyskl - INFO - mean_acc 0.1911 2025-08-14 06:45:28,867 - pyskl - INFO - Epoch(val) [40][617] top1_acc: 0.1912, top5_acc: 0.4128, mean_class_accuracy: 0.1911 2025-08-14 06:46:50,354 - pyskl - INFO - Epoch [41][100/7492] lr: 4.172e-02, eta: 4 days, 23:44:04, time: 0.815, data_time: 0.289, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4594, loss_cls: 8.4613, loss: 8.4613 2025-08-14 06:47:42,630 - pyskl - INFO - Epoch [41][200/7492] lr: 4.172e-02, eta: 4 days, 23:43:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4766, loss_cls: 8.3059, loss: 8.3059 2025-08-14 06:48:35,104 - pyskl - INFO - Epoch [41][300/7492] lr: 4.171e-02, eta: 4 days, 23:42:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4734, loss_cls: 8.2921, loss: 8.2921 2025-08-14 06:49:27,423 - pyskl - INFO - Epoch [41][400/7492] lr: 4.171e-02, eta: 4 days, 23:41:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4778, loss_cls: 8.3629, loss: 8.3629 2025-08-14 06:50:19,930 - pyskl - INFO - Epoch [41][500/7492] lr: 4.170e-02, eta: 4 days, 23:40:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4859, loss_cls: 8.2849, loss: 8.2849 2025-08-14 06:51:12,391 - pyskl - INFO - Epoch [41][600/7492] lr: 4.170e-02, eta: 4 days, 23:39:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4831, loss_cls: 8.3823, loss: 8.3823 2025-08-14 06:52:04,946 - pyskl - INFO - Epoch [41][700/7492] lr: 4.169e-02, eta: 4 days, 23:38:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4894, loss_cls: 8.3388, loss: 8.3388 2025-08-14 06:52:57,377 - pyskl - INFO - Epoch [41][800/7492] lr: 4.169e-02, eta: 4 days, 23:38:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4806, loss_cls: 8.3585, loss: 8.3585 2025-08-14 06:53:50,174 - pyskl - INFO - Epoch [41][900/7492] lr: 4.168e-02, eta: 4 days, 23:37:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4784, loss_cls: 8.4590, loss: 8.4590 2025-08-14 06:54:42,906 - pyskl - INFO - Epoch [41][1000/7492] lr: 4.168e-02, eta: 4 days, 23:36:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4781, loss_cls: 8.3369, loss: 8.3369 2025-08-14 06:55:35,411 - pyskl - INFO - Epoch [41][1100/7492] lr: 4.167e-02, eta: 4 days, 23:35:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4647, loss_cls: 8.3604, loss: 8.3604 2025-08-14 06:56:27,960 - pyskl - INFO - Epoch [41][1200/7492] lr: 4.167e-02, eta: 4 days, 23:34:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4847, loss_cls: 8.3640, loss: 8.3640 2025-08-14 06:57:20,541 - pyskl - INFO - Epoch [41][1300/7492] lr: 4.166e-02, eta: 4 days, 23:33:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4847, loss_cls: 8.4223, loss: 8.4223 2025-08-14 06:58:13,077 - pyskl - INFO - Epoch [41][1400/7492] lr: 4.166e-02, eta: 4 days, 23:32:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4587, loss_cls: 8.4197, loss: 8.4197 2025-08-14 06:59:05,503 - pyskl - INFO - Epoch [41][1500/7492] lr: 4.165e-02, eta: 4 days, 23:31:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4813, loss_cls: 8.4176, loss: 8.4176 2025-08-14 06:59:57,832 - pyskl - INFO - Epoch [41][1600/7492] lr: 4.165e-02, eta: 4 days, 23:31:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4931, loss_cls: 8.2662, loss: 8.2662 2025-08-14 07:00:50,259 - pyskl - INFO - Epoch [41][1700/7492] lr: 4.164e-02, eta: 4 days, 23:30:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4738, loss_cls: 8.3549, loss: 8.3549 2025-08-14 07:01:42,618 - pyskl - INFO - Epoch [41][1800/7492] lr: 4.163e-02, eta: 4 days, 23:29:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4741, loss_cls: 8.3821, loss: 8.3821 2025-08-14 07:02:35,518 - pyskl - INFO - Epoch [41][1900/7492] lr: 4.163e-02, eta: 4 days, 23:28:32, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4731, loss_cls: 8.3554, loss: 8.3554 2025-08-14 07:03:28,098 - pyskl - INFO - Epoch [41][2000/7492] lr: 4.162e-02, eta: 4 days, 23:27:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4834, loss_cls: 8.3733, loss: 8.3733 2025-08-14 07:04:20,544 - pyskl - INFO - Epoch [41][2100/7492] lr: 4.162e-02, eta: 4 days, 23:26:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4741, loss_cls: 8.4165, loss: 8.4165 2025-08-14 07:05:13,172 - pyskl - INFO - Epoch [41][2200/7492] lr: 4.161e-02, eta: 4 days, 23:25:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4703, loss_cls: 8.4084, loss: 8.4084 2025-08-14 07:06:05,237 - pyskl - INFO - Epoch [41][2300/7492] lr: 4.161e-02, eta: 4 days, 23:25:04, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4838, loss_cls: 8.4297, loss: 8.4297 2025-08-14 07:06:57,639 - pyskl - INFO - Epoch [41][2400/7492] lr: 4.160e-02, eta: 4 days, 23:24:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4859, loss_cls: 8.3739, loss: 8.3739 2025-08-14 07:07:49,833 - pyskl - INFO - Epoch [41][2500/7492] lr: 4.160e-02, eta: 4 days, 23:23:19, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4672, loss_cls: 8.3449, loss: 8.3449 2025-08-14 07:08:42,535 - pyskl - INFO - Epoch [41][2600/7492] lr: 4.159e-02, eta: 4 days, 23:22:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4669, loss_cls: 8.4533, loss: 8.4533 2025-08-14 07:09:34,840 - pyskl - INFO - Epoch [41][2700/7492] lr: 4.159e-02, eta: 4 days, 23:21:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4834, loss_cls: 8.3214, loss: 8.3214 2025-08-14 07:10:28,219 - pyskl - INFO - Epoch [41][2800/7492] lr: 4.158e-02, eta: 4 days, 23:20:46, time: 0.534, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4681, loss_cls: 8.4520, loss: 8.4520 2025-08-14 07:11:21,070 - pyskl - INFO - Epoch [41][2900/7492] lr: 4.158e-02, eta: 4 days, 23:19:55, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4719, loss_cls: 8.4744, loss: 8.4744 2025-08-14 07:12:13,773 - pyskl - INFO - Epoch [41][3000/7492] lr: 4.157e-02, eta: 4 days, 23:19:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4709, loss_cls: 8.4623, loss: 8.4623 2025-08-14 07:13:06,532 - pyskl - INFO - Epoch [41][3100/7492] lr: 4.157e-02, eta: 4 days, 23:18:13, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2175, top5_acc: 0.4566, loss_cls: 8.4815, loss: 8.4815 2025-08-14 07:13:59,428 - pyskl - INFO - Epoch [41][3200/7492] lr: 4.156e-02, eta: 4 days, 23:17:22, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4881, loss_cls: 8.4238, loss: 8.4238 2025-08-14 07:14:51,855 - pyskl - INFO - Epoch [41][3300/7492] lr: 4.156e-02, eta: 4 days, 23:16:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4622, loss_cls: 8.4923, loss: 8.4923 2025-08-14 07:15:44,182 - pyskl - INFO - Epoch [41][3400/7492] lr: 4.155e-02, eta: 4 days, 23:15:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4738, loss_cls: 8.3437, loss: 8.3437 2025-08-14 07:16:37,314 - pyskl - INFO - Epoch [41][3500/7492] lr: 4.155e-02, eta: 4 days, 23:14:48, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2119, top5_acc: 0.4572, loss_cls: 8.5293, loss: 8.5293 2025-08-14 07:17:29,850 - pyskl - INFO - Epoch [41][3600/7492] lr: 4.154e-02, eta: 4 days, 23:13:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4591, loss_cls: 8.3952, loss: 8.3952 2025-08-14 07:18:22,768 - pyskl - INFO - Epoch [41][3700/7492] lr: 4.154e-02, eta: 4 days, 23:13:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4519, loss_cls: 8.5274, loss: 8.5274 2025-08-14 07:19:15,253 - pyskl - INFO - Epoch [41][3800/7492] lr: 4.153e-02, eta: 4 days, 23:12:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4634, loss_cls: 8.4796, loss: 8.4796 2025-08-14 07:20:07,448 - pyskl - INFO - Epoch [41][3900/7492] lr: 4.152e-02, eta: 4 days, 23:11:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4678, loss_cls: 8.4050, loss: 8.4050 2025-08-14 07:20:59,823 - pyskl - INFO - Epoch [41][4000/7492] lr: 4.152e-02, eta: 4 days, 23:10:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4713, loss_cls: 8.4759, loss: 8.4759 2025-08-14 07:21:52,503 - pyskl - INFO - Epoch [41][4100/7492] lr: 4.151e-02, eta: 4 days, 23:09:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4756, loss_cls: 8.3428, loss: 8.3428 2025-08-14 07:22:44,878 - pyskl - INFO - Epoch [41][4200/7492] lr: 4.151e-02, eta: 4 days, 23:08:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4769, loss_cls: 8.4072, loss: 8.4072 2025-08-14 07:23:37,391 - pyskl - INFO - Epoch [41][4300/7492] lr: 4.150e-02, eta: 4 days, 23:07:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4828, loss_cls: 8.3482, loss: 8.3482 2025-08-14 07:24:30,075 - pyskl - INFO - Epoch [41][4400/7492] lr: 4.150e-02, eta: 4 days, 23:07:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4778, loss_cls: 8.4703, loss: 8.4703 2025-08-14 07:25:22,704 - pyskl - INFO - Epoch [41][4500/7492] lr: 4.149e-02, eta: 4 days, 23:06:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4775, loss_cls: 8.3669, loss: 8.3669 2025-08-14 07:26:15,560 - pyskl - INFO - Epoch [41][4600/7492] lr: 4.149e-02, eta: 4 days, 23:05:20, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4706, loss_cls: 8.4385, loss: 8.4385 2025-08-14 07:27:08,053 - pyskl - INFO - Epoch [41][4700/7492] lr: 4.148e-02, eta: 4 days, 23:04:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4713, loss_cls: 8.3189, loss: 8.3189 2025-08-14 07:28:00,561 - pyskl - INFO - Epoch [41][4800/7492] lr: 4.148e-02, eta: 4 days, 23:03:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4666, loss_cls: 8.4040, loss: 8.4040 2025-08-14 07:28:53,184 - pyskl - INFO - Epoch [41][4900/7492] lr: 4.147e-02, eta: 4 days, 23:02:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4694, loss_cls: 8.4299, loss: 8.4299 2025-08-14 07:29:45,697 - pyskl - INFO - Epoch [41][5000/7492] lr: 4.147e-02, eta: 4 days, 23:01:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4713, loss_cls: 8.4001, loss: 8.4001 2025-08-14 07:30:38,211 - pyskl - INFO - Epoch [41][5100/7492] lr: 4.146e-02, eta: 4 days, 23:01:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4666, loss_cls: 8.4301, loss: 8.4301 2025-08-14 07:31:30,682 - pyskl - INFO - Epoch [41][5200/7492] lr: 4.146e-02, eta: 4 days, 23:00:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4641, loss_cls: 8.4583, loss: 8.4583 2025-08-14 07:32:23,386 - pyskl - INFO - Epoch [41][5300/7492] lr: 4.145e-02, eta: 4 days, 22:59:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4553, loss_cls: 8.4555, loss: 8.4555 2025-08-14 07:33:15,897 - pyskl - INFO - Epoch [41][5400/7492] lr: 4.145e-02, eta: 4 days, 22:58:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4884, loss_cls: 8.3839, loss: 8.3839 2025-08-14 07:34:08,312 - pyskl - INFO - Epoch [41][5500/7492] lr: 4.144e-02, eta: 4 days, 22:57:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4697, loss_cls: 8.4285, loss: 8.4285 2025-08-14 07:35:00,876 - pyskl - INFO - Epoch [41][5600/7492] lr: 4.144e-02, eta: 4 days, 22:56:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4725, loss_cls: 8.4496, loss: 8.4496 2025-08-14 07:35:53,726 - pyskl - INFO - Epoch [41][5700/7492] lr: 4.143e-02, eta: 4 days, 22:55:52, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4675, loss_cls: 8.4817, loss: 8.4817 2025-08-14 07:36:46,176 - pyskl - INFO - Epoch [41][5800/7492] lr: 4.142e-02, eta: 4 days, 22:55:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4775, loss_cls: 8.4169, loss: 8.4169 2025-08-14 07:37:38,768 - pyskl - INFO - Epoch [41][5900/7492] lr: 4.142e-02, eta: 4 days, 22:54:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4694, loss_cls: 8.4033, loss: 8.4033 2025-08-14 07:38:31,003 - pyskl - INFO - Epoch [41][6000/7492] lr: 4.141e-02, eta: 4 days, 22:53:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4719, loss_cls: 8.4523, loss: 8.4523 2025-08-14 07:39:23,657 - pyskl - INFO - Epoch [41][6100/7492] lr: 4.141e-02, eta: 4 days, 22:52:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4706, loss_cls: 8.3701, loss: 8.3701 2025-08-14 07:40:16,254 - pyskl - INFO - Epoch [41][6200/7492] lr: 4.140e-02, eta: 4 days, 22:51:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4706, loss_cls: 8.4475, loss: 8.4475 2025-08-14 07:41:09,028 - pyskl - INFO - Epoch [41][6300/7492] lr: 4.140e-02, eta: 4 days, 22:50:42, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4734, loss_cls: 8.3473, loss: 8.3473 2025-08-14 07:42:01,823 - pyskl - INFO - Epoch [41][6400/7492] lr: 4.139e-02, eta: 4 days, 22:49:51, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4791, loss_cls: 8.4484, loss: 8.4484 2025-08-14 07:42:54,404 - pyskl - INFO - Epoch [41][6500/7492] lr: 4.139e-02, eta: 4 days, 22:48:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4675, loss_cls: 8.4123, loss: 8.4123 2025-08-14 07:43:46,852 - pyskl - INFO - Epoch [41][6600/7492] lr: 4.138e-02, eta: 4 days, 22:48:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4803, loss_cls: 8.3576, loss: 8.3576 2025-08-14 07:44:39,512 - pyskl - INFO - Epoch [41][6700/7492] lr: 4.138e-02, eta: 4 days, 22:47:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4625, loss_cls: 8.4616, loss: 8.4616 2025-08-14 07:45:32,152 - pyskl - INFO - Epoch [41][6800/7492] lr: 4.137e-02, eta: 4 days, 22:46:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4759, loss_cls: 8.4023, loss: 8.4023 2025-08-14 07:46:24,597 - pyskl - INFO - Epoch [41][6900/7492] lr: 4.137e-02, eta: 4 days, 22:45:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4731, loss_cls: 8.3900, loss: 8.3900 2025-08-14 07:47:17,314 - pyskl - INFO - Epoch [41][7000/7492] lr: 4.136e-02, eta: 4 days, 22:44:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4741, loss_cls: 8.3917, loss: 8.3917 2025-08-14 07:48:09,887 - pyskl - INFO - Epoch [41][7100/7492] lr: 4.136e-02, eta: 4 days, 22:43:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4697, loss_cls: 8.5030, loss: 8.5030 2025-08-14 07:49:02,512 - pyskl - INFO - Epoch [41][7200/7492] lr: 4.135e-02, eta: 4 days, 22:42:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4684, loss_cls: 8.3570, loss: 8.3570 2025-08-14 07:49:55,394 - pyskl - INFO - Epoch [41][7300/7492] lr: 4.135e-02, eta: 4 days, 22:42:07, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4781, loss_cls: 8.4078, loss: 8.4078 2025-08-14 07:50:47,977 - pyskl - INFO - Epoch [41][7400/7492] lr: 4.134e-02, eta: 4 days, 22:41:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4544, loss_cls: 8.4761, loss: 8.4761 2025-08-14 07:51:37,536 - pyskl - INFO - Saving checkpoint at 41 epochs 2025-08-14 07:52:31,330 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 07:52:32,073 - pyskl - INFO - top1_acc 0.1974 top5_acc 0.4304 2025-08-14 07:52:32,074 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 07:52:32,110 - pyskl - INFO - mean_acc 0.1972 2025-08-14 07:52:32,122 - pyskl - INFO - Epoch(val) [41][617] top1_acc: 0.1974, top5_acc: 0.4304, mean_class_accuracy: 0.1972 2025-08-14 07:53:53,838 - pyskl - INFO - Epoch [42][100/7492] lr: 4.133e-02, eta: 4 days, 22:38:45, time: 0.817, data_time: 0.291, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4950, loss_cls: 8.2906, loss: 8.2906 2025-08-14 07:54:45,992 - pyskl - INFO - Epoch [42][200/7492] lr: 4.132e-02, eta: 4 days, 22:37:53, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4856, loss_cls: 8.3218, loss: 8.3218 2025-08-14 07:55:38,063 - pyskl - INFO - Epoch [42][300/7492] lr: 4.132e-02, eta: 4 days, 22:37:00, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4713, loss_cls: 8.4392, loss: 8.4392 2025-08-14 07:56:30,120 - pyskl - INFO - Epoch [42][400/7492] lr: 4.131e-02, eta: 4 days, 22:36:07, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4728, loss_cls: 8.3339, loss: 8.3339 2025-08-14 07:57:22,328 - pyskl - INFO - Epoch [42][500/7492] lr: 4.131e-02, eta: 4 days, 22:35:14, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4747, loss_cls: 8.3299, loss: 8.3299 2025-08-14 07:58:14,830 - pyskl - INFO - Epoch [42][600/7492] lr: 4.130e-02, eta: 4 days, 22:34:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4847, loss_cls: 8.3381, loss: 8.3381 2025-08-14 07:59:07,281 - pyskl - INFO - Epoch [42][700/7492] lr: 4.130e-02, eta: 4 days, 22:33:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4803, loss_cls: 8.4384, loss: 8.4384 2025-08-14 07:59:59,293 - pyskl - INFO - Epoch [42][800/7492] lr: 4.129e-02, eta: 4 days, 22:32:37, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4731, loss_cls: 8.3192, loss: 8.3192 2025-08-14 08:00:51,821 - pyskl - INFO - Epoch [42][900/7492] lr: 4.129e-02, eta: 4 days, 22:31:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4766, loss_cls: 8.3094, loss: 8.3094 2025-08-14 08:01:44,381 - pyskl - INFO - Epoch [42][1000/7492] lr: 4.128e-02, eta: 4 days, 22:30:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4850, loss_cls: 8.3676, loss: 8.3676 2025-08-14 08:02:36,726 - pyskl - INFO - Epoch [42][1100/7492] lr: 4.128e-02, eta: 4 days, 22:30:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4838, loss_cls: 8.3602, loss: 8.3602 2025-08-14 08:03:29,260 - pyskl - INFO - Epoch [42][1200/7492] lr: 4.127e-02, eta: 4 days, 22:29:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4803, loss_cls: 8.3604, loss: 8.3604 2025-08-14 08:04:21,816 - pyskl - INFO - Epoch [42][1300/7492] lr: 4.127e-02, eta: 4 days, 22:28:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4738, loss_cls: 8.4859, loss: 8.4859 2025-08-14 08:05:14,238 - pyskl - INFO - Epoch [42][1400/7492] lr: 4.126e-02, eta: 4 days, 22:27:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4813, loss_cls: 8.3852, loss: 8.3852 2025-08-14 08:06:06,685 - pyskl - INFO - Epoch [42][1500/7492] lr: 4.126e-02, eta: 4 days, 22:26:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4666, loss_cls: 8.4210, loss: 8.4210 2025-08-14 08:06:59,315 - pyskl - INFO - Epoch [42][1600/7492] lr: 4.125e-02, eta: 4 days, 22:25:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4925, loss_cls: 8.2045, loss: 8.2045 2025-08-14 08:07:51,772 - pyskl - INFO - Epoch [42][1700/7492] lr: 4.125e-02, eta: 4 days, 22:24:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4744, loss_cls: 8.4302, loss: 8.4302 2025-08-14 08:08:44,192 - pyskl - INFO - Epoch [42][1800/7492] lr: 4.124e-02, eta: 4 days, 22:23:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.4834, loss_cls: 8.3115, loss: 8.3115 2025-08-14 08:09:36,306 - pyskl - INFO - Epoch [42][1900/7492] lr: 4.123e-02, eta: 4 days, 22:23:06, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4622, loss_cls: 8.4384, loss: 8.4384 2025-08-14 08:10:28,431 - pyskl - INFO - Epoch [42][2000/7492] lr: 4.123e-02, eta: 4 days, 22:22:13, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4863, loss_cls: 8.3374, loss: 8.3374 2025-08-14 08:11:20,898 - pyskl - INFO - Epoch [42][2100/7492] lr: 4.122e-02, eta: 4 days, 22:21:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4850, loss_cls: 8.3530, loss: 8.3530 2025-08-14 08:12:13,328 - pyskl - INFO - Epoch [42][2200/7492] lr: 4.122e-02, eta: 4 days, 22:20:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4706, loss_cls: 8.4077, loss: 8.4077 2025-08-14 08:13:05,745 - pyskl - INFO - Epoch [42][2300/7492] lr: 4.121e-02, eta: 4 days, 22:19:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4788, loss_cls: 8.4447, loss: 8.4447 2025-08-14 08:13:58,206 - pyskl - INFO - Epoch [42][2400/7492] lr: 4.121e-02, eta: 4 days, 22:18:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4819, loss_cls: 8.3444, loss: 8.3444 2025-08-14 08:14:50,600 - pyskl - INFO - Epoch [42][2500/7492] lr: 4.120e-02, eta: 4 days, 22:17:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4537, loss_cls: 8.5244, loss: 8.5244 2025-08-14 08:15:42,959 - pyskl - INFO - Epoch [42][2600/7492] lr: 4.120e-02, eta: 4 days, 22:17:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4906, loss_cls: 8.3298, loss: 8.3298 2025-08-14 08:16:35,361 - pyskl - INFO - Epoch [42][2700/7492] lr: 4.119e-02, eta: 4 days, 22:16:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4741, loss_cls: 8.3273, loss: 8.3273 2025-08-14 08:17:27,903 - pyskl - INFO - Epoch [42][2800/7492] lr: 4.119e-02, eta: 4 days, 22:15:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4703, loss_cls: 8.4033, loss: 8.4033 2025-08-14 08:18:20,323 - pyskl - INFO - Epoch [42][2900/7492] lr: 4.118e-02, eta: 4 days, 22:14:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4778, loss_cls: 8.3778, loss: 8.3778 2025-08-14 08:19:12,792 - pyskl - INFO - Epoch [42][3000/7492] lr: 4.118e-02, eta: 4 days, 22:13:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4722, loss_cls: 8.4600, loss: 8.4600 2025-08-14 08:20:05,069 - pyskl - INFO - Epoch [42][3100/7492] lr: 4.117e-02, eta: 4 days, 22:12:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4697, loss_cls: 8.5034, loss: 8.5034 2025-08-14 08:20:57,427 - pyskl - INFO - Epoch [42][3200/7492] lr: 4.117e-02, eta: 4 days, 22:11:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4781, loss_cls: 8.3516, loss: 8.3516 2025-08-14 08:21:49,851 - pyskl - INFO - Epoch [42][3300/7492] lr: 4.116e-02, eta: 4 days, 22:10:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4650, loss_cls: 8.4676, loss: 8.4676 2025-08-14 08:22:42,132 - pyskl - INFO - Epoch [42][3400/7492] lr: 4.115e-02, eta: 4 days, 22:10:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4684, loss_cls: 8.4943, loss: 8.4943 2025-08-14 08:23:34,878 - pyskl - INFO - Epoch [42][3500/7492] lr: 4.115e-02, eta: 4 days, 22:09:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4722, loss_cls: 8.4066, loss: 8.4066 2025-08-14 08:24:27,283 - pyskl - INFO - Epoch [42][3600/7492] lr: 4.114e-02, eta: 4 days, 22:08:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4703, loss_cls: 8.3994, loss: 8.3994 2025-08-14 08:25:19,405 - pyskl - INFO - Epoch [42][3700/7492] lr: 4.114e-02, eta: 4 days, 22:07:28, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4700, loss_cls: 8.4224, loss: 8.4224 2025-08-14 08:26:11,774 - pyskl - INFO - Epoch [42][3800/7492] lr: 4.113e-02, eta: 4 days, 22:06:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4753, loss_cls: 8.3857, loss: 8.3857 2025-08-14 08:27:04,255 - pyskl - INFO - Epoch [42][3900/7492] lr: 4.113e-02, eta: 4 days, 22:05:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4769, loss_cls: 8.3896, loss: 8.3896 2025-08-14 08:27:56,805 - pyskl - INFO - Epoch [42][4000/7492] lr: 4.112e-02, eta: 4 days, 22:04:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4672, loss_cls: 8.3806, loss: 8.3806 2025-08-14 08:28:49,197 - pyskl - INFO - Epoch [42][4100/7492] lr: 4.112e-02, eta: 4 days, 22:04:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4700, loss_cls: 8.4190, loss: 8.4190 2025-08-14 08:29:41,758 - pyskl - INFO - Epoch [42][4200/7492] lr: 4.111e-02, eta: 4 days, 22:03:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4559, loss_cls: 8.4739, loss: 8.4739 2025-08-14 08:30:34,832 - pyskl - INFO - Epoch [42][4300/7492] lr: 4.111e-02, eta: 4 days, 22:02:18, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4572, loss_cls: 8.4555, loss: 8.4555 2025-08-14 08:31:27,450 - pyskl - INFO - Epoch [42][4400/7492] lr: 4.110e-02, eta: 4 days, 22:01:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4813, loss_cls: 8.3653, loss: 8.3653 2025-08-14 08:32:19,920 - pyskl - INFO - Epoch [42][4500/7492] lr: 4.110e-02, eta: 4 days, 22:00:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4647, loss_cls: 8.4628, loss: 8.4628 2025-08-14 08:33:12,610 - pyskl - INFO - Epoch [42][4600/7492] lr: 4.109e-02, eta: 4 days, 21:59:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2225, top5_acc: 0.4675, loss_cls: 8.4519, loss: 8.4519 2025-08-14 08:34:04,868 - pyskl - INFO - Epoch [42][4700/7492] lr: 4.109e-02, eta: 4 days, 21:58:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4766, loss_cls: 8.3664, loss: 8.3664 2025-08-14 08:34:57,403 - pyskl - INFO - Epoch [42][4800/7492] lr: 4.108e-02, eta: 4 days, 21:58:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4713, loss_cls: 8.3311, loss: 8.3311 2025-08-14 08:35:50,064 - pyskl - INFO - Epoch [42][4900/7492] lr: 4.107e-02, eta: 4 days, 21:57:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4700, loss_cls: 8.4409, loss: 8.4409 2025-08-14 08:36:42,504 - pyskl - INFO - Epoch [42][5000/7492] lr: 4.107e-02, eta: 4 days, 21:56:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4647, loss_cls: 8.4365, loss: 8.4365 2025-08-14 08:37:35,260 - pyskl - INFO - Epoch [42][5100/7492] lr: 4.106e-02, eta: 4 days, 21:55:25, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4691, loss_cls: 8.3557, loss: 8.3557 2025-08-14 08:38:27,832 - pyskl - INFO - Epoch [42][5200/7492] lr: 4.106e-02, eta: 4 days, 21:54:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4738, loss_cls: 8.4496, loss: 8.4496 2025-08-14 08:39:20,437 - pyskl - INFO - Epoch [42][5300/7492] lr: 4.105e-02, eta: 4 days, 21:53:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4800, loss_cls: 8.4181, loss: 8.4181 2025-08-14 08:40:13,200 - pyskl - INFO - Epoch [42][5400/7492] lr: 4.105e-02, eta: 4 days, 21:52:51, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4791, loss_cls: 8.3897, loss: 8.3897 2025-08-14 08:41:05,633 - pyskl - INFO - Epoch [42][5500/7492] lr: 4.104e-02, eta: 4 days, 21:51:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4594, loss_cls: 8.4559, loss: 8.4559 2025-08-14 08:41:58,039 - pyskl - INFO - Epoch [42][5600/7492] lr: 4.104e-02, eta: 4 days, 21:51:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4722, loss_cls: 8.3986, loss: 8.3986 2025-08-14 08:42:50,755 - pyskl - INFO - Epoch [42][5700/7492] lr: 4.103e-02, eta: 4 days, 21:50:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4706, loss_cls: 8.3893, loss: 8.3893 2025-08-14 08:43:43,208 - pyskl - INFO - Epoch [42][5800/7492] lr: 4.103e-02, eta: 4 days, 21:49:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4716, loss_cls: 8.3690, loss: 8.3690 2025-08-14 08:44:35,551 - pyskl - INFO - Epoch [42][5900/7492] lr: 4.102e-02, eta: 4 days, 21:48:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2203, top5_acc: 0.4637, loss_cls: 8.4458, loss: 8.4458 2025-08-14 08:45:28,079 - pyskl - INFO - Epoch [42][6000/7492] lr: 4.102e-02, eta: 4 days, 21:47:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4791, loss_cls: 8.4027, loss: 8.4027 2025-08-14 08:46:20,589 - pyskl - INFO - Epoch [42][6100/7492] lr: 4.101e-02, eta: 4 days, 21:46:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4791, loss_cls: 8.3081, loss: 8.3081 2025-08-14 08:47:12,997 - pyskl - INFO - Epoch [42][6200/7492] lr: 4.101e-02, eta: 4 days, 21:45:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4703, loss_cls: 8.4102, loss: 8.4102 2025-08-14 08:48:05,689 - pyskl - INFO - Epoch [42][6300/7492] lr: 4.100e-02, eta: 4 days, 21:45:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4891, loss_cls: 8.3486, loss: 8.3486 2025-08-14 08:48:58,246 - pyskl - INFO - Epoch [42][6400/7492] lr: 4.099e-02, eta: 4 days, 21:44:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4725, loss_cls: 8.4367, loss: 8.4367 2025-08-14 08:49:50,870 - pyskl - INFO - Epoch [42][6500/7492] lr: 4.099e-02, eta: 4 days, 21:43:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4622, loss_cls: 8.5345, loss: 8.5345 2025-08-14 08:50:43,433 - pyskl - INFO - Epoch [42][6600/7492] lr: 4.098e-02, eta: 4 days, 21:42:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4750, loss_cls: 8.4609, loss: 8.4609 2025-08-14 08:51:35,985 - pyskl - INFO - Epoch [42][6700/7492] lr: 4.098e-02, eta: 4 days, 21:41:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4697, loss_cls: 8.3607, loss: 8.3607 2025-08-14 08:52:28,930 - pyskl - INFO - Epoch [42][6800/7492] lr: 4.097e-02, eta: 4 days, 21:40:47, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4669, loss_cls: 8.3851, loss: 8.3851 2025-08-14 08:53:21,585 - pyskl - INFO - Epoch [42][6900/7492] lr: 4.097e-02, eta: 4 days, 21:39:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4747, loss_cls: 8.4382, loss: 8.4382 2025-08-14 08:54:14,212 - pyskl - INFO - Epoch [42][7000/7492] lr: 4.096e-02, eta: 4 days, 21:39:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4866, loss_cls: 8.3147, loss: 8.3147 2025-08-14 08:55:06,662 - pyskl - INFO - Epoch [42][7100/7492] lr: 4.096e-02, eta: 4 days, 21:38:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4713, loss_cls: 8.3050, loss: 8.3050 2025-08-14 08:55:59,165 - pyskl - INFO - Epoch [42][7200/7492] lr: 4.095e-02, eta: 4 days, 21:37:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4744, loss_cls: 8.3931, loss: 8.3931 2025-08-14 08:56:51,668 - pyskl - INFO - Epoch [42][7300/7492] lr: 4.095e-02, eta: 4 days, 21:36:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4775, loss_cls: 8.3737, loss: 8.3737 2025-08-14 08:57:44,524 - pyskl - INFO - Epoch [42][7400/7492] lr: 4.094e-02, eta: 4 days, 21:35:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4806, loss_cls: 8.3788, loss: 8.3788 2025-08-14 08:58:34,069 - pyskl - INFO - Saving checkpoint at 42 epochs 2025-08-14 08:59:29,588 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 08:59:30,326 - pyskl - INFO - top1_acc 0.1758 top5_acc 0.3901 2025-08-14 08:59:30,326 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 08:59:30,364 - pyskl - INFO - mean_acc 0.1757 2025-08-14 08:59:30,376 - pyskl - INFO - Epoch(val) [42][617] top1_acc: 0.1758, top5_acc: 0.3901, mean_class_accuracy: 0.1757 2025-08-14 09:00:52,033 - pyskl - INFO - Epoch [43][100/7492] lr: 4.093e-02, eta: 4 days, 21:33:09, time: 0.816, data_time: 0.290, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4806, loss_cls: 8.2714, loss: 8.2714 2025-08-14 09:01:44,950 - pyskl - INFO - Epoch [43][200/7492] lr: 4.092e-02, eta: 4 days, 21:32:18, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4900, loss_cls: 8.2781, loss: 8.2781 2025-08-14 09:02:37,263 - pyskl - INFO - Epoch [43][300/7492] lr: 4.092e-02, eta: 4 days, 21:31:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4847, loss_cls: 8.2466, loss: 8.2466 2025-08-14 09:03:29,502 - pyskl - INFO - Epoch [43][400/7492] lr: 4.091e-02, eta: 4 days, 21:30:33, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4706, loss_cls: 8.3938, loss: 8.3938 2025-08-14 09:04:21,562 - pyskl - INFO - Epoch [43][500/7492] lr: 4.091e-02, eta: 4 days, 21:29:40, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4853, loss_cls: 8.3430, loss: 8.3430 2025-08-14 09:05:13,948 - pyskl - INFO - Epoch [43][600/7492] lr: 4.090e-02, eta: 4 days, 21:28:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4747, loss_cls: 8.4007, loss: 8.4007 2025-08-14 09:06:06,250 - pyskl - INFO - Epoch [43][700/7492] lr: 4.090e-02, eta: 4 days, 21:27:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4766, loss_cls: 8.3924, loss: 8.3924 2025-08-14 09:06:58,608 - pyskl - INFO - Epoch [43][800/7492] lr: 4.089e-02, eta: 4 days, 21:27:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4891, loss_cls: 8.3144, loss: 8.3144 2025-08-14 09:07:51,080 - pyskl - INFO - Epoch [43][900/7492] lr: 4.089e-02, eta: 4 days, 21:26:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4684, loss_cls: 8.4529, loss: 8.4529 2025-08-14 09:08:43,588 - pyskl - INFO - Epoch [43][1000/7492] lr: 4.088e-02, eta: 4 days, 21:25:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4809, loss_cls: 8.3017, loss: 8.3017 2025-08-14 09:09:36,300 - pyskl - INFO - Epoch [43][1100/7492] lr: 4.088e-02, eta: 4 days, 21:24:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4722, loss_cls: 8.3180, loss: 8.3180 2025-08-14 09:10:28,868 - pyskl - INFO - Epoch [43][1200/7492] lr: 4.087e-02, eta: 4 days, 21:23:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4806, loss_cls: 8.4093, loss: 8.4093 2025-08-14 09:11:21,469 - pyskl - INFO - Epoch [43][1300/7492] lr: 4.087e-02, eta: 4 days, 21:22:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4806, loss_cls: 8.3361, loss: 8.3361 2025-08-14 09:12:13,998 - pyskl - INFO - Epoch [43][1400/7492] lr: 4.086e-02, eta: 4 days, 21:21:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4881, loss_cls: 8.3666, loss: 8.3666 2025-08-14 09:13:06,665 - pyskl - INFO - Epoch [43][1500/7492] lr: 4.085e-02, eta: 4 days, 21:21:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4881, loss_cls: 8.3399, loss: 8.3399 2025-08-14 09:13:59,313 - pyskl - INFO - Epoch [43][1600/7492] lr: 4.085e-02, eta: 4 days, 21:20:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4856, loss_cls: 8.2722, loss: 8.2722 2025-08-14 09:14:51,984 - pyskl - INFO - Epoch [43][1700/7492] lr: 4.084e-02, eta: 4 days, 21:19:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4694, loss_cls: 8.4390, loss: 8.4390 2025-08-14 09:15:44,597 - pyskl - INFO - Epoch [43][1800/7492] lr: 4.084e-02, eta: 4 days, 21:18:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4844, loss_cls: 8.3655, loss: 8.3655 2025-08-14 09:16:37,302 - pyskl - INFO - Epoch [43][1900/7492] lr: 4.083e-02, eta: 4 days, 21:17:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4684, loss_cls: 8.3677, loss: 8.3677 2025-08-14 09:17:29,977 - pyskl - INFO - Epoch [43][2000/7492] lr: 4.083e-02, eta: 4 days, 21:16:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4650, loss_cls: 8.4241, loss: 8.4241 2025-08-14 09:18:22,592 - pyskl - INFO - Epoch [43][2100/7492] lr: 4.082e-02, eta: 4 days, 21:15:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4859, loss_cls: 8.3459, loss: 8.3459 2025-08-14 09:19:15,408 - pyskl - INFO - Epoch [43][2200/7492] lr: 4.082e-02, eta: 4 days, 21:15:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4734, loss_cls: 8.4106, loss: 8.4106 2025-08-14 09:20:07,969 - pyskl - INFO - Epoch [43][2300/7492] lr: 4.081e-02, eta: 4 days, 21:14:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4725, loss_cls: 8.4062, loss: 8.4062 2025-08-14 09:21:00,532 - pyskl - INFO - Epoch [43][2400/7492] lr: 4.081e-02, eta: 4 days, 21:13:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4800, loss_cls: 8.4188, loss: 8.4188 2025-08-14 09:21:53,111 - pyskl - INFO - Epoch [43][2500/7492] lr: 4.080e-02, eta: 4 days, 21:12:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4556, loss_cls: 8.3352, loss: 8.3352 2025-08-14 09:22:45,693 - pyskl - INFO - Epoch [43][2600/7492] lr: 4.080e-02, eta: 4 days, 21:11:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4847, loss_cls: 8.3472, loss: 8.3472 2025-08-14 09:23:38,567 - pyskl - INFO - Epoch [43][2700/7492] lr: 4.079e-02, eta: 4 days, 21:10:45, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4741, loss_cls: 8.3354, loss: 8.3354 2025-08-14 09:24:30,866 - pyskl - INFO - Epoch [43][2800/7492] lr: 4.078e-02, eta: 4 days, 21:09:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4666, loss_cls: 8.4096, loss: 8.4096 2025-08-14 09:25:23,310 - pyskl - INFO - Epoch [43][2900/7492] lr: 4.078e-02, eta: 4 days, 21:09:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4747, loss_cls: 8.3602, loss: 8.3602 2025-08-14 09:26:15,680 - pyskl - INFO - Epoch [43][3000/7492] lr: 4.077e-02, eta: 4 days, 21:08:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4725, loss_cls: 8.3026, loss: 8.3026 2025-08-14 09:27:07,996 - pyskl - INFO - Epoch [43][3100/7492] lr: 4.077e-02, eta: 4 days, 21:07:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4828, loss_cls: 8.4256, loss: 8.4256 2025-08-14 09:28:01,278 - pyskl - INFO - Epoch [43][3200/7492] lr: 4.076e-02, eta: 4 days, 21:06:27, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4672, loss_cls: 8.3954, loss: 8.3954 2025-08-14 09:28:54,196 - pyskl - INFO - Epoch [43][3300/7492] lr: 4.076e-02, eta: 4 days, 21:05:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4800, loss_cls: 8.3493, loss: 8.3493 2025-08-14 09:29:46,593 - pyskl - INFO - Epoch [43][3400/7492] lr: 4.075e-02, eta: 4 days, 21:04:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4800, loss_cls: 8.3890, loss: 8.3890 2025-08-14 09:30:39,046 - pyskl - INFO - Epoch [43][3500/7492] lr: 4.075e-02, eta: 4 days, 21:03:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4797, loss_cls: 8.4920, loss: 8.4920 2025-08-14 09:31:31,457 - pyskl - INFO - Epoch [43][3600/7492] lr: 4.074e-02, eta: 4 days, 21:03:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4684, loss_cls: 8.4961, loss: 8.4961 2025-08-14 09:32:24,362 - pyskl - INFO - Epoch [43][3700/7492] lr: 4.074e-02, eta: 4 days, 21:02:09, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4872, loss_cls: 8.3815, loss: 8.3815 2025-08-14 09:33:16,780 - pyskl - INFO - Epoch [43][3800/7492] lr: 4.073e-02, eta: 4 days, 21:01:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4731, loss_cls: 8.3901, loss: 8.3901 2025-08-14 09:34:09,639 - pyskl - INFO - Epoch [43][3900/7492] lr: 4.072e-02, eta: 4 days, 21:00:26, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4738, loss_cls: 8.3673, loss: 8.3673 2025-08-14 09:35:01,931 - pyskl - INFO - Epoch [43][4000/7492] lr: 4.072e-02, eta: 4 days, 20:59:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4706, loss_cls: 8.4308, loss: 8.4308 2025-08-14 09:35:54,148 - pyskl - INFO - Epoch [43][4100/7492] lr: 4.071e-02, eta: 4 days, 20:58:41, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4819, loss_cls: 8.3247, loss: 8.3247 2025-08-14 09:36:46,911 - pyskl - INFO - Epoch [43][4200/7492] lr: 4.071e-02, eta: 4 days, 20:57:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4716, loss_cls: 8.4181, loss: 8.4181 2025-08-14 09:37:40,001 - pyskl - INFO - Epoch [43][4300/7492] lr: 4.070e-02, eta: 4 days, 20:57:00, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4612, loss_cls: 8.5270, loss: 8.5270 2025-08-14 09:38:32,770 - pyskl - INFO - Epoch [43][4400/7492] lr: 4.070e-02, eta: 4 days, 20:56:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4784, loss_cls: 8.4020, loss: 8.4020 2025-08-14 09:39:25,619 - pyskl - INFO - Epoch [43][4500/7492] lr: 4.069e-02, eta: 4 days, 20:55:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4813, loss_cls: 8.3096, loss: 8.3096 2025-08-14 09:40:18,570 - pyskl - INFO - Epoch [43][4600/7492] lr: 4.069e-02, eta: 4 days, 20:54:27, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4756, loss_cls: 8.4230, loss: 8.4230 2025-08-14 09:41:10,674 - pyskl - INFO - Epoch [43][4700/7492] lr: 4.068e-02, eta: 4 days, 20:53:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4672, loss_cls: 8.4381, loss: 8.4381 2025-08-14 09:42:03,140 - pyskl - INFO - Epoch [43][4800/7492] lr: 4.068e-02, eta: 4 days, 20:52:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4788, loss_cls: 8.3537, loss: 8.3537 2025-08-14 09:42:55,571 - pyskl - INFO - Epoch [43][4900/7492] lr: 4.067e-02, eta: 4 days, 20:51:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4859, loss_cls: 8.2887, loss: 8.2887 2025-08-14 09:43:48,674 - pyskl - INFO - Epoch [43][5000/7492] lr: 4.066e-02, eta: 4 days, 20:51:00, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4897, loss_cls: 8.3124, loss: 8.3124 2025-08-14 09:44:41,243 - pyskl - INFO - Epoch [43][5100/7492] lr: 4.066e-02, eta: 4 days, 20:50:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4809, loss_cls: 8.3644, loss: 8.3644 2025-08-14 09:45:33,836 - pyskl - INFO - Epoch [43][5200/7492] lr: 4.065e-02, eta: 4 days, 20:49:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4719, loss_cls: 8.3748, loss: 8.3748 2025-08-14 09:46:26,415 - pyskl - INFO - Epoch [43][5300/7492] lr: 4.065e-02, eta: 4 days, 20:48:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4859, loss_cls: 8.2835, loss: 8.2835 2025-08-14 09:47:19,204 - pyskl - INFO - Epoch [43][5400/7492] lr: 4.064e-02, eta: 4 days, 20:47:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4825, loss_cls: 8.3422, loss: 8.3422 2025-08-14 09:48:11,683 - pyskl - INFO - Epoch [43][5500/7492] lr: 4.064e-02, eta: 4 days, 20:46:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4675, loss_cls: 8.4775, loss: 8.4775 2025-08-14 09:49:04,170 - pyskl - INFO - Epoch [43][5600/7492] lr: 4.063e-02, eta: 4 days, 20:45:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4766, loss_cls: 8.3476, loss: 8.3476 2025-08-14 09:49:57,007 - pyskl - INFO - Epoch [43][5700/7492] lr: 4.063e-02, eta: 4 days, 20:44:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4731, loss_cls: 8.4172, loss: 8.4172 2025-08-14 09:50:49,442 - pyskl - INFO - Epoch [43][5800/7492] lr: 4.062e-02, eta: 4 days, 20:44:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4972, loss_cls: 8.3003, loss: 8.3003 2025-08-14 09:51:42,055 - pyskl - INFO - Epoch [43][5900/7492] lr: 4.062e-02, eta: 4 days, 20:43:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4856, loss_cls: 8.3463, loss: 8.3463 2025-08-14 09:52:34,402 - pyskl - INFO - Epoch [43][6000/7492] lr: 4.061e-02, eta: 4 days, 20:42:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4816, loss_cls: 8.3859, loss: 8.3859 2025-08-14 09:53:27,033 - pyskl - INFO - Epoch [43][6100/7492] lr: 4.060e-02, eta: 4 days, 20:41:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4763, loss_cls: 8.3608, loss: 8.3608 2025-08-14 09:54:19,739 - pyskl - INFO - Epoch [43][6200/7492] lr: 4.060e-02, eta: 4 days, 20:40:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 8.3725, loss: 8.3725 2025-08-14 09:55:12,485 - pyskl - INFO - Epoch [43][6300/7492] lr: 4.059e-02, eta: 4 days, 20:39:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4666, loss_cls: 8.4038, loss: 8.4038 2025-08-14 09:56:05,889 - pyskl - INFO - Epoch [43][6400/7492] lr: 4.059e-02, eta: 4 days, 20:38:59, time: 0.534, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4888, loss_cls: 8.4047, loss: 8.4047 2025-08-14 09:56:58,732 - pyskl - INFO - Epoch [43][6500/7492] lr: 4.058e-02, eta: 4 days, 20:38:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4644, loss_cls: 8.4982, loss: 8.4982 2025-08-14 09:57:51,626 - pyskl - INFO - Epoch [43][6600/7492] lr: 4.058e-02, eta: 4 days, 20:37:18, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4572, loss_cls: 8.4066, loss: 8.4066 2025-08-14 09:58:44,230 - pyskl - INFO - Epoch [43][6700/7492] lr: 4.057e-02, eta: 4 days, 20:36:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4725, loss_cls: 8.4059, loss: 8.4059 2025-08-14 09:59:37,141 - pyskl - INFO - Epoch [43][6800/7492] lr: 4.057e-02, eta: 4 days, 20:35:35, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4750, loss_cls: 8.3917, loss: 8.3917 2025-08-14 10:00:30,101 - pyskl - INFO - Epoch [43][6900/7492] lr: 4.056e-02, eta: 4 days, 20:34:44, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4788, loss_cls: 8.4192, loss: 8.4192 2025-08-14 10:01:22,766 - pyskl - INFO - Epoch [43][7000/7492] lr: 4.056e-02, eta: 4 days, 20:33:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4716, loss_cls: 8.3592, loss: 8.3592 2025-08-14 10:02:15,595 - pyskl - INFO - Epoch [43][7100/7492] lr: 4.055e-02, eta: 4 days, 20:33:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4709, loss_cls: 8.4466, loss: 8.4466 2025-08-14 10:03:08,445 - pyskl - INFO - Epoch [43][7200/7492] lr: 4.054e-02, eta: 4 days, 20:32:11, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4706, loss_cls: 8.4069, loss: 8.4069 2025-08-14 10:04:01,478 - pyskl - INFO - Epoch [43][7300/7492] lr: 4.054e-02, eta: 4 days, 20:31:20, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4775, loss_cls: 8.2987, loss: 8.2987 2025-08-14 10:04:54,387 - pyskl - INFO - Epoch [43][7400/7492] lr: 4.053e-02, eta: 4 days, 20:30:30, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2238, top5_acc: 0.4603, loss_cls: 8.4722, loss: 8.4722 2025-08-14 10:05:44,075 - pyskl - INFO - Saving checkpoint at 43 epochs 2025-08-14 10:06:40,789 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 10:06:41,518 - pyskl - INFO - top1_acc 0.1886 top5_acc 0.4058 2025-08-14 10:06:41,518 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 10:06:41,555 - pyskl - INFO - mean_acc 0.1885 2025-08-14 10:06:41,567 - pyskl - INFO - Epoch(val) [43][617] top1_acc: 0.1886, top5_acc: 0.4058, mean_class_accuracy: 0.1885 2025-08-14 10:08:03,522 - pyskl - INFO - Epoch [44][100/7492] lr: 4.052e-02, eta: 4 days, 20:28:03, time: 0.819, data_time: 0.288, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4875, loss_cls: 8.3022, loss: 8.3022 2025-08-14 10:08:56,050 - pyskl - INFO - Epoch [44][200/7492] lr: 4.052e-02, eta: 4 days, 20:27:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4769, loss_cls: 8.4173, loss: 8.4173 2025-08-14 10:09:48,418 - pyskl - INFO - Epoch [44][300/7492] lr: 4.051e-02, eta: 4 days, 20:26:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4756, loss_cls: 8.3881, loss: 8.3881 2025-08-14 10:10:40,520 - pyskl - INFO - Epoch [44][400/7492] lr: 4.051e-02, eta: 4 days, 20:25:26, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4944, loss_cls: 8.2774, loss: 8.2774 2025-08-14 10:11:32,508 - pyskl - INFO - Epoch [44][500/7492] lr: 4.050e-02, eta: 4 days, 20:24:33, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4769, loss_cls: 8.3687, loss: 8.3687 2025-08-14 10:12:24,789 - pyskl - INFO - Epoch [44][600/7492] lr: 4.050e-02, eta: 4 days, 20:23:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4756, loss_cls: 8.3825, loss: 8.3825 2025-08-14 10:13:17,071 - pyskl - INFO - Epoch [44][700/7492] lr: 4.049e-02, eta: 4 days, 20:22:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4778, loss_cls: 8.3523, loss: 8.3523 2025-08-14 10:14:09,480 - pyskl - INFO - Epoch [44][800/7492] lr: 4.048e-02, eta: 4 days, 20:21:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4803, loss_cls: 8.3089, loss: 8.3089 2025-08-14 10:15:02,042 - pyskl - INFO - Epoch [44][900/7492] lr: 4.048e-02, eta: 4 days, 20:21:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4728, loss_cls: 8.3526, loss: 8.3526 2025-08-14 10:15:54,218 - pyskl - INFO - Epoch [44][1000/7492] lr: 4.047e-02, eta: 4 days, 20:20:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4888, loss_cls: 8.2721, loss: 8.2721 2025-08-14 10:16:46,686 - pyskl - INFO - Epoch [44][1100/7492] lr: 4.047e-02, eta: 4 days, 20:19:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4859, loss_cls: 8.3433, loss: 8.3433 2025-08-14 10:17:38,912 - pyskl - INFO - Epoch [44][1200/7492] lr: 4.046e-02, eta: 4 days, 20:18:28, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4756, loss_cls: 8.4719, loss: 8.4719 2025-08-14 10:18:31,616 - pyskl - INFO - Epoch [44][1300/7492] lr: 4.046e-02, eta: 4 days, 20:17:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.4903, loss_cls: 8.3430, loss: 8.3430 2025-08-14 10:19:24,261 - pyskl - INFO - Epoch [44][1400/7492] lr: 4.045e-02, eta: 4 days, 20:16:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4841, loss_cls: 8.3207, loss: 8.3207 2025-08-14 10:20:16,537 - pyskl - INFO - Epoch [44][1500/7492] lr: 4.045e-02, eta: 4 days, 20:15:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4741, loss_cls: 8.3647, loss: 8.3647 2025-08-14 10:21:09,073 - pyskl - INFO - Epoch [44][1600/7492] lr: 4.044e-02, eta: 4 days, 20:15:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4909, loss_cls: 8.3447, loss: 8.3447 2025-08-14 10:22:01,613 - pyskl - INFO - Epoch [44][1700/7492] lr: 4.044e-02, eta: 4 days, 20:14:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4747, loss_cls: 8.3227, loss: 8.3227 2025-08-14 10:22:53,897 - pyskl - INFO - Epoch [44][1800/7492] lr: 4.043e-02, eta: 4 days, 20:13:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4778, loss_cls: 8.3605, loss: 8.3605 2025-08-14 10:23:46,397 - pyskl - INFO - Epoch [44][1900/7492] lr: 4.042e-02, eta: 4 days, 20:12:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2250, top5_acc: 0.4797, loss_cls: 8.3793, loss: 8.3793 2025-08-14 10:24:39,085 - pyskl - INFO - Epoch [44][2000/7492] lr: 4.042e-02, eta: 4 days, 20:11:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4763, loss_cls: 8.4571, loss: 8.4571 2025-08-14 10:25:31,624 - pyskl - INFO - Epoch [44][2100/7492] lr: 4.041e-02, eta: 4 days, 20:10:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4756, loss_cls: 8.3535, loss: 8.3535 2025-08-14 10:26:24,334 - pyskl - INFO - Epoch [44][2200/7492] lr: 4.041e-02, eta: 4 days, 20:09:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4763, loss_cls: 8.3354, loss: 8.3354 2025-08-14 10:27:16,803 - pyskl - INFO - Epoch [44][2300/7492] lr: 4.040e-02, eta: 4 days, 20:08:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4572, loss_cls: 8.4149, loss: 8.4149 2025-08-14 10:28:09,529 - pyskl - INFO - Epoch [44][2400/7492] lr: 4.040e-02, eta: 4 days, 20:08:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4725, loss_cls: 8.3909, loss: 8.3909 2025-08-14 10:29:01,645 - pyskl - INFO - Epoch [44][2500/7492] lr: 4.039e-02, eta: 4 days, 20:07:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4575, loss_cls: 8.4889, loss: 8.4889 2025-08-14 10:29:53,987 - pyskl - INFO - Epoch [44][2600/7492] lr: 4.039e-02, eta: 4 days, 20:06:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4838, loss_cls: 8.3537, loss: 8.3537 2025-08-14 10:30:46,093 - pyskl - INFO - Epoch [44][2700/7492] lr: 4.038e-02, eta: 4 days, 20:05:29, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2244, top5_acc: 0.4466, loss_cls: 8.5251, loss: 8.5251 2025-08-14 10:31:38,576 - pyskl - INFO - Epoch [44][2800/7492] lr: 4.037e-02, eta: 4 days, 20:04:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4794, loss_cls: 8.3304, loss: 8.3304 2025-08-14 10:32:30,936 - pyskl - INFO - Epoch [44][2900/7492] lr: 4.037e-02, eta: 4 days, 20:03:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4847, loss_cls: 8.2992, loss: 8.2992 2025-08-14 10:33:23,265 - pyskl - INFO - Epoch [44][3000/7492] lr: 4.036e-02, eta: 4 days, 20:02:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4681, loss_cls: 8.4443, loss: 8.4443 2025-08-14 10:34:15,912 - pyskl - INFO - Epoch [44][3100/7492] lr: 4.036e-02, eta: 4 days, 20:02:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4722, loss_cls: 8.3715, loss: 8.3715 2025-08-14 10:35:08,900 - pyskl - INFO - Epoch [44][3200/7492] lr: 4.035e-02, eta: 4 days, 20:01:11, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4656, loss_cls: 8.4053, loss: 8.4053 2025-08-14 10:36:01,769 - pyskl - INFO - Epoch [44][3300/7492] lr: 4.035e-02, eta: 4 days, 20:00:20, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4806, loss_cls: 8.3541, loss: 8.3541 2025-08-14 10:36:54,401 - pyskl - INFO - Epoch [44][3400/7492] lr: 4.034e-02, eta: 4 days, 19:59:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4884, loss_cls: 8.3000, loss: 8.3000 2025-08-14 10:37:46,988 - pyskl - INFO - Epoch [44][3500/7492] lr: 4.034e-02, eta: 4 days, 19:58:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4594, loss_cls: 8.4714, loss: 8.4714 2025-08-14 10:38:39,767 - pyskl - INFO - Epoch [44][3600/7492] lr: 4.033e-02, eta: 4 days, 19:57:46, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4756, loss_cls: 8.3211, loss: 8.3211 2025-08-14 10:39:32,257 - pyskl - INFO - Epoch [44][3700/7492] lr: 4.033e-02, eta: 4 days, 19:56:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4938, loss_cls: 8.1595, loss: 8.1595 2025-08-14 10:40:24,861 - pyskl - INFO - Epoch [44][3800/7492] lr: 4.032e-02, eta: 4 days, 19:56:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4722, loss_cls: 8.3908, loss: 8.3908 2025-08-14 10:41:17,590 - pyskl - INFO - Epoch [44][3900/7492] lr: 4.031e-02, eta: 4 days, 19:55:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4844, loss_cls: 8.2977, loss: 8.2977 2025-08-14 10:42:10,146 - pyskl - INFO - Epoch [44][4000/7492] lr: 4.031e-02, eta: 4 days, 19:54:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4800, loss_cls: 8.3450, loss: 8.3450 2025-08-14 10:43:02,624 - pyskl - INFO - Epoch [44][4100/7492] lr: 4.030e-02, eta: 4 days, 19:53:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4781, loss_cls: 8.4473, loss: 8.4473 2025-08-14 10:43:55,302 - pyskl - INFO - Epoch [44][4200/7492] lr: 4.030e-02, eta: 4 days, 19:52:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2228, top5_acc: 0.4681, loss_cls: 8.4541, loss: 8.4541 2025-08-14 10:44:47,901 - pyskl - INFO - Epoch [44][4300/7492] lr: 4.029e-02, eta: 4 days, 19:51:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4797, loss_cls: 8.3860, loss: 8.3860 2025-08-14 10:45:40,570 - pyskl - INFO - Epoch [44][4400/7492] lr: 4.029e-02, eta: 4 days, 19:50:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4691, loss_cls: 8.3657, loss: 8.3657 2025-08-14 10:46:33,025 - pyskl - INFO - Epoch [44][4500/7492] lr: 4.028e-02, eta: 4 days, 19:50:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4562, loss_cls: 8.4246, loss: 8.4246 2025-08-14 10:47:25,712 - pyskl - INFO - Epoch [44][4600/7492] lr: 4.028e-02, eta: 4 days, 19:49:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4881, loss_cls: 8.3465, loss: 8.3465 2025-08-14 10:48:18,339 - pyskl - INFO - Epoch [44][4700/7492] lr: 4.027e-02, eta: 4 days, 19:48:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4725, loss_cls: 8.3726, loss: 8.3726 2025-08-14 10:49:10,957 - pyskl - INFO - Epoch [44][4800/7492] lr: 4.026e-02, eta: 4 days, 19:47:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4816, loss_cls: 8.3576, loss: 8.3576 2025-08-14 10:50:03,437 - pyskl - INFO - Epoch [44][4900/7492] lr: 4.026e-02, eta: 4 days, 19:46:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4909, loss_cls: 8.3534, loss: 8.3534 2025-08-14 10:50:55,991 - pyskl - INFO - Epoch [44][5000/7492] lr: 4.025e-02, eta: 4 days, 19:45:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4606, loss_cls: 8.4466, loss: 8.4466 2025-08-14 10:51:48,470 - pyskl - INFO - Epoch [44][5100/7492] lr: 4.025e-02, eta: 4 days, 19:44:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4831, loss_cls: 8.4034, loss: 8.4034 2025-08-14 10:52:41,102 - pyskl - INFO - Epoch [44][5200/7492] lr: 4.024e-02, eta: 4 days, 19:43:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2200, top5_acc: 0.4781, loss_cls: 8.4081, loss: 8.4081 2025-08-14 10:53:33,641 - pyskl - INFO - Epoch [44][5300/7492] lr: 4.024e-02, eta: 4 days, 19:43:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4703, loss_cls: 8.4079, loss: 8.4079 2025-08-14 10:54:26,099 - pyskl - INFO - Epoch [44][5400/7492] lr: 4.023e-02, eta: 4 days, 19:42:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4734, loss_cls: 8.4258, loss: 8.4258 2025-08-14 10:55:18,780 - pyskl - INFO - Epoch [44][5500/7492] lr: 4.023e-02, eta: 4 days, 19:41:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4778, loss_cls: 8.3861, loss: 8.3861 2025-08-14 10:56:11,381 - pyskl - INFO - Epoch [44][5600/7492] lr: 4.022e-02, eta: 4 days, 19:40:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2134, top5_acc: 0.4653, loss_cls: 8.4261, loss: 8.4261 2025-08-14 10:57:04,050 - pyskl - INFO - Epoch [44][5700/7492] lr: 4.021e-02, eta: 4 days, 19:39:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4672, loss_cls: 8.3935, loss: 8.3935 2025-08-14 10:57:56,474 - pyskl - INFO - Epoch [44][5800/7492] lr: 4.021e-02, eta: 4 days, 19:38:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2241, top5_acc: 0.4594, loss_cls: 8.4518, loss: 8.4518 2025-08-14 10:58:49,294 - pyskl - INFO - Epoch [44][5900/7492] lr: 4.020e-02, eta: 4 days, 19:37:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4844, loss_cls: 8.3601, loss: 8.3601 2025-08-14 10:59:42,101 - pyskl - INFO - Epoch [44][6000/7492] lr: 4.020e-02, eta: 4 days, 19:37:07, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4681, loss_cls: 8.4139, loss: 8.4139 2025-08-14 11:00:34,352 - pyskl - INFO - Epoch [44][6100/7492] lr: 4.019e-02, eta: 4 days, 19:36:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4834, loss_cls: 8.3517, loss: 8.3517 2025-08-14 11:01:26,668 - pyskl - INFO - Epoch [44][6200/7492] lr: 4.019e-02, eta: 4 days, 19:35:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5003, loss_cls: 8.2080, loss: 8.2080 2025-08-14 11:02:19,034 - pyskl - INFO - Epoch [44][6300/7492] lr: 4.018e-02, eta: 4 days, 19:34:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4803, loss_cls: 8.3009, loss: 8.3009 2025-08-14 11:03:11,313 - pyskl - INFO - Epoch [44][6400/7492] lr: 4.018e-02, eta: 4 days, 19:33:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2194, top5_acc: 0.4716, loss_cls: 8.4423, loss: 8.4423 2025-08-14 11:04:03,718 - pyskl - INFO - Epoch [44][6500/7492] lr: 4.017e-02, eta: 4 days, 19:32:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4706, loss_cls: 8.3529, loss: 8.3529 2025-08-14 11:04:56,311 - pyskl - INFO - Epoch [44][6600/7492] lr: 4.016e-02, eta: 4 days, 19:31:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4744, loss_cls: 8.4138, loss: 8.4138 2025-08-14 11:05:48,682 - pyskl - INFO - Epoch [44][6700/7492] lr: 4.016e-02, eta: 4 days, 19:31:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4672, loss_cls: 8.3777, loss: 8.3777 2025-08-14 11:06:41,178 - pyskl - INFO - Epoch [44][6800/7492] lr: 4.015e-02, eta: 4 days, 19:30:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.5012, loss_cls: 8.3049, loss: 8.3049 2025-08-14 11:07:33,588 - pyskl - INFO - Epoch [44][6900/7492] lr: 4.015e-02, eta: 4 days, 19:29:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4750, loss_cls: 8.3968, loss: 8.3968 2025-08-14 11:08:26,301 - pyskl - INFO - Epoch [44][7000/7492] lr: 4.014e-02, eta: 4 days, 19:28:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4716, loss_cls: 8.3805, loss: 8.3805 2025-08-14 11:09:18,866 - pyskl - INFO - Epoch [44][7100/7492] lr: 4.014e-02, eta: 4 days, 19:27:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4647, loss_cls: 8.4112, loss: 8.4112 2025-08-14 11:10:11,286 - pyskl - INFO - Epoch [44][7200/7492] lr: 4.013e-02, eta: 4 days, 19:26:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4697, loss_cls: 8.3957, loss: 8.3957 2025-08-14 11:11:03,945 - pyskl - INFO - Epoch [44][7300/7492] lr: 4.013e-02, eta: 4 days, 19:25:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4806, loss_cls: 8.2948, loss: 8.2948 2025-08-14 11:11:56,560 - pyskl - INFO - Epoch [44][7400/7492] lr: 4.012e-02, eta: 4 days, 19:24:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4684, loss_cls: 8.4023, loss: 8.4023 2025-08-14 11:12:45,907 - pyskl - INFO - Saving checkpoint at 44 epochs 2025-08-14 11:13:41,371 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 11:13:42,097 - pyskl - INFO - top1_acc 0.1839 top5_acc 0.4062 2025-08-14 11:13:42,098 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 11:13:42,135 - pyskl - INFO - mean_acc 0.1836 2025-08-14 11:13:42,146 - pyskl - INFO - Epoch(val) [44][617] top1_acc: 0.1839, top5_acc: 0.4062, mean_class_accuracy: 0.1836 2025-08-14 11:15:03,534 - pyskl - INFO - Epoch [45][100/7492] lr: 4.011e-02, eta: 4 days, 19:22:33, time: 0.814, data_time: 0.288, memory: 13026, top1_acc: 0.2553, top5_acc: 0.5075, loss_cls: 8.1357, loss: 8.1357 2025-08-14 11:15:55,987 - pyskl - INFO - Epoch [45][200/7492] lr: 4.010e-02, eta: 4 days, 19:21:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4934, loss_cls: 8.2290, loss: 8.2290 2025-08-14 11:16:48,271 - pyskl - INFO - Epoch [45][300/7492] lr: 4.010e-02, eta: 4 days, 19:20:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4875, loss_cls: 8.3464, loss: 8.3464 2025-08-14 11:17:40,574 - pyskl - INFO - Epoch [45][400/7492] lr: 4.009e-02, eta: 4 days, 19:19:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4791, loss_cls: 8.3722, loss: 8.3722 2025-08-14 11:18:32,886 - pyskl - INFO - Epoch [45][500/7492] lr: 4.009e-02, eta: 4 days, 19:19:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4850, loss_cls: 8.3284, loss: 8.3284 2025-08-14 11:19:24,986 - pyskl - INFO - Epoch [45][600/7492] lr: 4.008e-02, eta: 4 days, 19:18:11, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4922, loss_cls: 8.2716, loss: 8.2716 2025-08-14 11:20:17,292 - pyskl - INFO - Epoch [45][700/7492] lr: 4.008e-02, eta: 4 days, 19:17:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4863, loss_cls: 8.2133, loss: 8.2133 2025-08-14 11:21:09,839 - pyskl - INFO - Epoch [45][800/7492] lr: 4.007e-02, eta: 4 days, 19:16:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4772, loss_cls: 8.3854, loss: 8.3854 2025-08-14 11:22:02,433 - pyskl - INFO - Epoch [45][900/7492] lr: 4.006e-02, eta: 4 days, 19:15:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4809, loss_cls: 8.3247, loss: 8.3247 2025-08-14 11:22:54,639 - pyskl - INFO - Epoch [45][1000/7492] lr: 4.006e-02, eta: 4 days, 19:14:43, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4747, loss_cls: 8.2662, loss: 8.2662 2025-08-14 11:23:46,938 - pyskl - INFO - Epoch [45][1100/7492] lr: 4.005e-02, eta: 4 days, 19:13:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.4959, loss_cls: 8.3228, loss: 8.3228 2025-08-14 11:24:39,785 - pyskl - INFO - Epoch [45][1200/7492] lr: 4.005e-02, eta: 4 days, 19:13:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4809, loss_cls: 8.3414, loss: 8.3414 2025-08-14 11:25:32,375 - pyskl - INFO - Epoch [45][1300/7492] lr: 4.004e-02, eta: 4 days, 19:12:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4984, loss_cls: 8.3618, loss: 8.3618 2025-08-14 11:26:24,752 - pyskl - INFO - Epoch [45][1400/7492] lr: 4.004e-02, eta: 4 days, 19:11:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4934, loss_cls: 8.3572, loss: 8.3572 2025-08-14 11:27:17,141 - pyskl - INFO - Epoch [45][1500/7492] lr: 4.003e-02, eta: 4 days, 19:10:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4900, loss_cls: 8.2632, loss: 8.2632 2025-08-14 11:28:09,625 - pyskl - INFO - Epoch [45][1600/7492] lr: 4.003e-02, eta: 4 days, 19:09:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4784, loss_cls: 8.3042, loss: 8.3042 2025-08-14 11:29:01,970 - pyskl - INFO - Epoch [45][1700/7492] lr: 4.002e-02, eta: 4 days, 19:08:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4872, loss_cls: 8.4085, loss: 8.4085 2025-08-14 11:29:54,546 - pyskl - INFO - Epoch [45][1800/7492] lr: 4.001e-02, eta: 4 days, 19:07:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4756, loss_cls: 8.3240, loss: 8.3240 2025-08-14 11:30:46,773 - pyskl - INFO - Epoch [45][1900/7492] lr: 4.001e-02, eta: 4 days, 19:06:55, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4938, loss_cls: 8.2860, loss: 8.2860 2025-08-14 11:31:39,311 - pyskl - INFO - Epoch [45][2000/7492] lr: 4.000e-02, eta: 4 days, 19:06:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4856, loss_cls: 8.3826, loss: 8.3826 2025-08-14 11:32:31,700 - pyskl - INFO - Epoch [45][2100/7492] lr: 4.000e-02, eta: 4 days, 19:05:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4775, loss_cls: 8.3103, loss: 8.3103 2025-08-14 11:33:24,133 - pyskl - INFO - Epoch [45][2200/7492] lr: 3.999e-02, eta: 4 days, 19:04:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4756, loss_cls: 8.4826, loss: 8.4826 2025-08-14 11:34:16,702 - pyskl - INFO - Epoch [45][2300/7492] lr: 3.999e-02, eta: 4 days, 19:03:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4794, loss_cls: 8.3353, loss: 8.3353 2025-08-14 11:35:09,269 - pyskl - INFO - Epoch [45][2400/7492] lr: 3.998e-02, eta: 4 days, 19:02:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4859, loss_cls: 8.4028, loss: 8.4028 2025-08-14 11:36:01,731 - pyskl - INFO - Epoch [45][2500/7492] lr: 3.998e-02, eta: 4 days, 19:01:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4856, loss_cls: 8.3485, loss: 8.3485 2025-08-14 11:36:53,819 - pyskl - INFO - Epoch [45][2600/7492] lr: 3.997e-02, eta: 4 days, 19:00:51, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4706, loss_cls: 8.4612, loss: 8.4612 2025-08-14 11:37:46,146 - pyskl - INFO - Epoch [45][2700/7492] lr: 3.996e-02, eta: 4 days, 18:59:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4700, loss_cls: 8.4977, loss: 8.4977 2025-08-14 11:38:38,387 - pyskl - INFO - Epoch [45][2800/7492] lr: 3.996e-02, eta: 4 days, 18:59:07, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4856, loss_cls: 8.3370, loss: 8.3370 2025-08-14 11:39:31,263 - pyskl - INFO - Epoch [45][2900/7492] lr: 3.995e-02, eta: 4 days, 18:58:16, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4778, loss_cls: 8.3430, loss: 8.3430 2025-08-14 11:40:23,836 - pyskl - INFO - Epoch [45][3000/7492] lr: 3.995e-02, eta: 4 days, 18:57:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4616, loss_cls: 8.5124, loss: 8.5124 2025-08-14 11:41:16,513 - pyskl - INFO - Epoch [45][3100/7492] lr: 3.994e-02, eta: 4 days, 18:56:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4772, loss_cls: 8.3599, loss: 8.3599 2025-08-14 11:42:09,164 - pyskl - INFO - Epoch [45][3200/7492] lr: 3.994e-02, eta: 4 days, 18:55:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4766, loss_cls: 8.3454, loss: 8.3454 2025-08-14 11:43:01,795 - pyskl - INFO - Epoch [45][3300/7492] lr: 3.993e-02, eta: 4 days, 18:54:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4587, loss_cls: 8.4993, loss: 8.4993 2025-08-14 11:43:54,616 - pyskl - INFO - Epoch [45][3400/7492] lr: 3.993e-02, eta: 4 days, 18:53:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4709, loss_cls: 8.3887, loss: 8.3887 2025-08-14 11:44:47,575 - pyskl - INFO - Epoch [45][3500/7492] lr: 3.992e-02, eta: 4 days, 18:53:08, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2253, top5_acc: 0.4647, loss_cls: 8.4251, loss: 8.4251 2025-08-14 11:45:40,408 - pyskl - INFO - Epoch [45][3600/7492] lr: 3.991e-02, eta: 4 days, 18:52:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4850, loss_cls: 8.3437, loss: 8.3437 2025-08-14 11:46:33,162 - pyskl - INFO - Epoch [45][3700/7492] lr: 3.991e-02, eta: 4 days, 18:51:25, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4747, loss_cls: 8.4023, loss: 8.4023 2025-08-14 11:47:26,375 - pyskl - INFO - Epoch [45][3800/7492] lr: 3.990e-02, eta: 4 days, 18:50:35, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4863, loss_cls: 8.2867, loss: 8.2867 2025-08-14 11:48:18,939 - pyskl - INFO - Epoch [45][3900/7492] lr: 3.990e-02, eta: 4 days, 18:49:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2206, top5_acc: 0.4600, loss_cls: 8.4548, loss: 8.4548 2025-08-14 11:49:11,273 - pyskl - INFO - Epoch [45][4000/7492] lr: 3.989e-02, eta: 4 days, 18:48:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4697, loss_cls: 8.4803, loss: 8.4803 2025-08-14 11:50:03,765 - pyskl - INFO - Epoch [45][4100/7492] lr: 3.989e-02, eta: 4 days, 18:47:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4706, loss_cls: 8.4037, loss: 8.4037 2025-08-14 11:50:56,266 - pyskl - INFO - Epoch [45][4200/7492] lr: 3.988e-02, eta: 4 days, 18:47:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4872, loss_cls: 8.3294, loss: 8.3294 2025-08-14 11:51:48,879 - pyskl - INFO - Epoch [45][4300/7492] lr: 3.987e-02, eta: 4 days, 18:46:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4828, loss_cls: 8.2072, loss: 8.2072 2025-08-14 11:52:41,316 - pyskl - INFO - Epoch [45][4400/7492] lr: 3.987e-02, eta: 4 days, 18:45:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4844, loss_cls: 8.3558, loss: 8.3558 2025-08-14 11:53:34,040 - pyskl - INFO - Epoch [45][4500/7492] lr: 3.986e-02, eta: 4 days, 18:44:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4856, loss_cls: 8.3356, loss: 8.3356 2025-08-14 11:54:26,684 - pyskl - INFO - Epoch [45][4600/7492] lr: 3.986e-02, eta: 4 days, 18:43:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4719, loss_cls: 8.4520, loss: 8.4520 2025-08-14 11:55:19,346 - pyskl - INFO - Epoch [45][4700/7492] lr: 3.985e-02, eta: 4 days, 18:42:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2184, top5_acc: 0.4775, loss_cls: 8.3447, loss: 8.3447 2025-08-14 11:56:11,981 - pyskl - INFO - Epoch [45][4800/7492] lr: 3.985e-02, eta: 4 days, 18:41:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4759, loss_cls: 8.3629, loss: 8.3629 2025-08-14 11:57:04,545 - pyskl - INFO - Epoch [45][4900/7492] lr: 3.984e-02, eta: 4 days, 18:41:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2256, top5_acc: 0.4725, loss_cls: 8.5360, loss: 8.5360 2025-08-14 11:57:57,150 - pyskl - INFO - Epoch [45][5000/7492] lr: 3.984e-02, eta: 4 days, 18:40:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4828, loss_cls: 8.3912, loss: 8.3912 2025-08-14 11:58:49,614 - pyskl - INFO - Epoch [45][5100/7492] lr: 3.983e-02, eta: 4 days, 18:39:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4681, loss_cls: 8.4066, loss: 8.4066 2025-08-14 11:59:42,244 - pyskl - INFO - Epoch [45][5200/7492] lr: 3.982e-02, eta: 4 days, 18:38:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4669, loss_cls: 8.4914, loss: 8.4914 2025-08-14 12:00:34,731 - pyskl - INFO - Epoch [45][5300/7492] lr: 3.982e-02, eta: 4 days, 18:37:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4634, loss_cls: 8.4312, loss: 8.4312 2025-08-14 12:01:27,080 - pyskl - INFO - Epoch [45][5400/7492] lr: 3.981e-02, eta: 4 days, 18:36:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4666, loss_cls: 8.3254, loss: 8.3254 2025-08-14 12:02:19,659 - pyskl - INFO - Epoch [45][5500/7492] lr: 3.981e-02, eta: 4 days, 18:35:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4725, loss_cls: 8.4182, loss: 8.4182 2025-08-14 12:03:12,276 - pyskl - INFO - Epoch [45][5600/7492] lr: 3.980e-02, eta: 4 days, 18:35:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2269, top5_acc: 0.4722, loss_cls: 8.3754, loss: 8.3754 2025-08-14 12:04:04,916 - pyskl - INFO - Epoch [45][5700/7492] lr: 3.980e-02, eta: 4 days, 18:34:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4825, loss_cls: 8.3316, loss: 8.3316 2025-08-14 12:04:57,401 - pyskl - INFO - Epoch [45][5800/7492] lr: 3.979e-02, eta: 4 days, 18:33:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4825, loss_cls: 8.3779, loss: 8.3779 2025-08-14 12:05:49,859 - pyskl - INFO - Epoch [45][5900/7492] lr: 3.978e-02, eta: 4 days, 18:32:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4713, loss_cls: 8.3818, loss: 8.3818 2025-08-14 12:06:42,033 - pyskl - INFO - Epoch [45][6000/7492] lr: 3.978e-02, eta: 4 days, 18:31:36, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4766, loss_cls: 8.3896, loss: 8.3896 2025-08-14 12:07:34,603 - pyskl - INFO - Epoch [45][6100/7492] lr: 3.977e-02, eta: 4 days, 18:30:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4803, loss_cls: 8.3676, loss: 8.3676 2025-08-14 12:08:27,072 - pyskl - INFO - Epoch [45][6200/7492] lr: 3.977e-02, eta: 4 days, 18:29:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4778, loss_cls: 8.3059, loss: 8.3059 2025-08-14 12:09:19,708 - pyskl - INFO - Epoch [45][6300/7492] lr: 3.976e-02, eta: 4 days, 18:29:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4906, loss_cls: 8.2928, loss: 8.2928 2025-08-14 12:10:11,974 - pyskl - INFO - Epoch [45][6400/7492] lr: 3.976e-02, eta: 4 days, 18:28:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4728, loss_cls: 8.3070, loss: 8.3070 2025-08-14 12:11:04,346 - pyskl - INFO - Epoch [45][6500/7492] lr: 3.975e-02, eta: 4 days, 18:27:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4791, loss_cls: 8.3493, loss: 8.3493 2025-08-14 12:11:56,711 - pyskl - INFO - Epoch [45][6600/7492] lr: 3.975e-02, eta: 4 days, 18:26:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4825, loss_cls: 8.3126, loss: 8.3126 2025-08-14 12:12:49,157 - pyskl - INFO - Epoch [45][6700/7492] lr: 3.974e-02, eta: 4 days, 18:25:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4716, loss_cls: 8.4052, loss: 8.4052 2025-08-14 12:13:41,780 - pyskl - INFO - Epoch [45][6800/7492] lr: 3.973e-02, eta: 4 days, 18:24:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2153, top5_acc: 0.4688, loss_cls: 8.4072, loss: 8.4072 2025-08-14 12:14:34,463 - pyskl - INFO - Epoch [45][6900/7492] lr: 3.973e-02, eta: 4 days, 18:23:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4788, loss_cls: 8.3923, loss: 8.3923 2025-08-14 12:15:27,141 - pyskl - INFO - Epoch [45][7000/7492] lr: 3.972e-02, eta: 4 days, 18:22:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4828, loss_cls: 8.4301, loss: 8.4301 2025-08-14 12:16:19,485 - pyskl - INFO - Epoch [45][7100/7492] lr: 3.972e-02, eta: 4 days, 18:22:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4738, loss_cls: 8.3867, loss: 8.3867 2025-08-14 12:17:12,064 - pyskl - INFO - Epoch [45][7200/7492] lr: 3.971e-02, eta: 4 days, 18:21:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4747, loss_cls: 8.3600, loss: 8.3600 2025-08-14 12:18:04,396 - pyskl - INFO - Epoch [45][7300/7492] lr: 3.971e-02, eta: 4 days, 18:20:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4894, loss_cls: 8.2855, loss: 8.2855 2025-08-14 12:18:57,180 - pyskl - INFO - Epoch [45][7400/7492] lr: 3.970e-02, eta: 4 days, 18:19:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4753, loss_cls: 8.3630, loss: 8.3630 2025-08-14 12:19:46,216 - pyskl - INFO - Saving checkpoint at 45 epochs 2025-08-14 12:20:41,588 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 12:20:42,334 - pyskl - INFO - top1_acc 0.1915 top5_acc 0.4207 2025-08-14 12:20:42,335 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 12:20:42,374 - pyskl - INFO - mean_acc 0.1913 2025-08-14 12:20:42,387 - pyskl - INFO - Epoch(val) [45][617] top1_acc: 0.1915, top5_acc: 0.4207, mean_class_accuracy: 0.1913 2025-08-14 12:22:04,586 - pyskl - INFO - Epoch [46][100/7492] lr: 3.969e-02, eta: 4 days, 18:17:07, time: 0.822, data_time: 0.296, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4875, loss_cls: 8.2857, loss: 8.2857 2025-08-14 12:22:57,089 - pyskl - INFO - Epoch [46][200/7492] lr: 3.968e-02, eta: 4 days, 18:16:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4731, loss_cls: 8.3595, loss: 8.3595 2025-08-14 12:23:49,236 - pyskl - INFO - Epoch [46][300/7492] lr: 3.968e-02, eta: 4 days, 18:15:22, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5038, loss_cls: 8.2560, loss: 8.2560 2025-08-14 12:24:41,347 - pyskl - INFO - Epoch [46][400/7492] lr: 3.967e-02, eta: 4 days, 18:14:29, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4772, loss_cls: 8.4249, loss: 8.4249 2025-08-14 12:25:34,253 - pyskl - INFO - Epoch [46][500/7492] lr: 3.967e-02, eta: 4 days, 18:13:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4769, loss_cls: 8.2873, loss: 8.2873 2025-08-14 12:26:27,324 - pyskl - INFO - Epoch [46][600/7492] lr: 3.966e-02, eta: 4 days, 18:12:48, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2219, top5_acc: 0.4744, loss_cls: 8.3362, loss: 8.3362 2025-08-14 12:27:19,619 - pyskl - INFO - Epoch [46][700/7492] lr: 3.966e-02, eta: 4 days, 18:11:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4772, loss_cls: 8.3548, loss: 8.3548 2025-08-14 12:28:11,791 - pyskl - INFO - Epoch [46][800/7492] lr: 3.965e-02, eta: 4 days, 18:11:03, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4925, loss_cls: 8.2283, loss: 8.2283 2025-08-14 12:29:04,148 - pyskl - INFO - Epoch [46][900/7492] lr: 3.964e-02, eta: 4 days, 18:10:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4734, loss_cls: 8.4034, loss: 8.4034 2025-08-14 12:29:56,575 - pyskl - INFO - Epoch [46][1000/7492] lr: 3.964e-02, eta: 4 days, 18:09:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4750, loss_cls: 8.3746, loss: 8.3746 2025-08-14 12:30:48,659 - pyskl - INFO - Epoch [46][1100/7492] lr: 3.963e-02, eta: 4 days, 18:08:26, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4884, loss_cls: 8.3303, loss: 8.3303 2025-08-14 12:31:41,041 - pyskl - INFO - Epoch [46][1200/7492] lr: 3.963e-02, eta: 4 days, 18:07:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4934, loss_cls: 8.2345, loss: 8.2345 2025-08-14 12:32:33,521 - pyskl - INFO - Epoch [46][1300/7492] lr: 3.962e-02, eta: 4 days, 18:06:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4744, loss_cls: 8.4411, loss: 8.4411 2025-08-14 12:33:25,572 - pyskl - INFO - Epoch [46][1400/7492] lr: 3.962e-02, eta: 4 days, 18:05:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4903, loss_cls: 8.2957, loss: 8.2957 2025-08-14 12:34:17,895 - pyskl - INFO - Epoch [46][1500/7492] lr: 3.961e-02, eta: 4 days, 18:04:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4772, loss_cls: 8.3489, loss: 8.3489 2025-08-14 12:35:10,252 - pyskl - INFO - Epoch [46][1600/7492] lr: 3.960e-02, eta: 4 days, 18:04:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4850, loss_cls: 8.2853, loss: 8.2853 2025-08-14 12:36:02,912 - pyskl - INFO - Epoch [46][1700/7492] lr: 3.960e-02, eta: 4 days, 18:03:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4709, loss_cls: 8.3693, loss: 8.3693 2025-08-14 12:36:54,909 - pyskl - INFO - Epoch [46][1800/7492] lr: 3.959e-02, eta: 4 days, 18:02:20, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4691, loss_cls: 8.4223, loss: 8.4223 2025-08-14 12:37:47,045 - pyskl - INFO - Epoch [46][1900/7492] lr: 3.959e-02, eta: 4 days, 18:01:27, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4888, loss_cls: 8.2887, loss: 8.2887 2025-08-14 12:38:39,124 - pyskl - INFO - Epoch [46][2000/7492] lr: 3.958e-02, eta: 4 days, 18:00:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4809, loss_cls: 8.3932, loss: 8.3932 2025-08-14 12:39:31,446 - pyskl - INFO - Epoch [46][2100/7492] lr: 3.958e-02, eta: 4 days, 17:59:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4681, loss_cls: 8.3819, loss: 8.3819 2025-08-14 12:40:23,512 - pyskl - INFO - Epoch [46][2200/7492] lr: 3.957e-02, eta: 4 days, 17:58:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4966, loss_cls: 8.3092, loss: 8.3092 2025-08-14 12:41:16,052 - pyskl - INFO - Epoch [46][2300/7492] lr: 3.956e-02, eta: 4 days, 17:57:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4975, loss_cls: 8.3090, loss: 8.3090 2025-08-14 12:42:08,489 - pyskl - INFO - Epoch [46][2400/7492] lr: 3.956e-02, eta: 4 days, 17:57:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4794, loss_cls: 8.4082, loss: 8.4082 2025-08-14 12:43:00,731 - pyskl - INFO - Epoch [46][2500/7492] lr: 3.955e-02, eta: 4 days, 17:56:13, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4872, loss_cls: 8.3658, loss: 8.3658 2025-08-14 12:43:52,935 - pyskl - INFO - Epoch [46][2600/7492] lr: 3.955e-02, eta: 4 days, 17:55:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.5056, loss_cls: 8.2899, loss: 8.2899 2025-08-14 12:44:45,728 - pyskl - INFO - Epoch [46][2700/7492] lr: 3.954e-02, eta: 4 days, 17:54:29, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4813, loss_cls: 8.3389, loss: 8.3389 2025-08-14 12:45:38,252 - pyskl - INFO - Epoch [46][2800/7492] lr: 3.954e-02, eta: 4 days, 17:53:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4816, loss_cls: 8.3657, loss: 8.3657 2025-08-14 12:46:30,820 - pyskl - INFO - Epoch [46][2900/7492] lr: 3.953e-02, eta: 4 days, 17:52:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4744, loss_cls: 8.4163, loss: 8.4163 2025-08-14 12:47:23,457 - pyskl - INFO - Epoch [46][3000/7492] lr: 3.952e-02, eta: 4 days, 17:51:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4928, loss_cls: 8.2478, loss: 8.2478 2025-08-14 12:48:15,744 - pyskl - INFO - Epoch [46][3100/7492] lr: 3.952e-02, eta: 4 days, 17:51:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4781, loss_cls: 8.3610, loss: 8.3610 2025-08-14 12:49:08,197 - pyskl - INFO - Epoch [46][3200/7492] lr: 3.951e-02, eta: 4 days, 17:50:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4847, loss_cls: 8.3506, loss: 8.3506 2025-08-14 12:50:00,651 - pyskl - INFO - Epoch [46][3300/7492] lr: 3.951e-02, eta: 4 days, 17:49:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4703, loss_cls: 8.3623, loss: 8.3623 2025-08-14 12:50:53,309 - pyskl - INFO - Epoch [46][3400/7492] lr: 3.950e-02, eta: 4 days, 17:48:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4834, loss_cls: 8.3461, loss: 8.3461 2025-08-14 12:51:46,231 - pyskl - INFO - Epoch [46][3500/7492] lr: 3.950e-02, eta: 4 days, 17:47:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4838, loss_cls: 8.2783, loss: 8.2783 2025-08-14 12:52:38,510 - pyskl - INFO - Epoch [46][3600/7492] lr: 3.949e-02, eta: 4 days, 17:46:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4928, loss_cls: 8.2769, loss: 8.2769 2025-08-14 12:53:30,871 - pyskl - INFO - Epoch [46][3700/7492] lr: 3.948e-02, eta: 4 days, 17:45:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4700, loss_cls: 8.4097, loss: 8.4097 2025-08-14 12:54:23,515 - pyskl - INFO - Epoch [46][3800/7492] lr: 3.948e-02, eta: 4 days, 17:44:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4706, loss_cls: 8.3989, loss: 8.3989 2025-08-14 12:55:16,132 - pyskl - INFO - Epoch [46][3900/7492] lr: 3.947e-02, eta: 4 days, 17:44:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4775, loss_cls: 8.3634, loss: 8.3634 2025-08-14 12:56:09,202 - pyskl - INFO - Epoch [46][4000/7492] lr: 3.947e-02, eta: 4 days, 17:43:17, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4797, loss_cls: 8.3386, loss: 8.3386 2025-08-14 12:57:01,787 - pyskl - INFO - Epoch [46][4100/7492] lr: 3.946e-02, eta: 4 days, 17:42:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4750, loss_cls: 8.3493, loss: 8.3493 2025-08-14 12:57:54,312 - pyskl - INFO - Epoch [46][4200/7492] lr: 3.946e-02, eta: 4 days, 17:41:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.5003, loss_cls: 8.2391, loss: 8.2391 2025-08-14 12:58:46,909 - pyskl - INFO - Epoch [46][4300/7492] lr: 3.945e-02, eta: 4 days, 17:40:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4775, loss_cls: 8.3099, loss: 8.3099 2025-08-14 12:59:39,426 - pyskl - INFO - Epoch [46][4400/7492] lr: 3.944e-02, eta: 4 days, 17:39:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4656, loss_cls: 8.3921, loss: 8.3921 2025-08-14 13:00:32,196 - pyskl - INFO - Epoch [46][4500/7492] lr: 3.944e-02, eta: 4 days, 17:38:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4903, loss_cls: 8.2753, loss: 8.2753 2025-08-14 13:01:24,879 - pyskl - INFO - Epoch [46][4600/7492] lr: 3.943e-02, eta: 4 days, 17:38:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4931, loss_cls: 8.3106, loss: 8.3106 2025-08-14 13:02:17,488 - pyskl - INFO - Epoch [46][4700/7492] lr: 3.943e-02, eta: 4 days, 17:37:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4772, loss_cls: 8.3045, loss: 8.3045 2025-08-14 13:03:10,115 - pyskl - INFO - Epoch [46][4800/7492] lr: 3.942e-02, eta: 4 days, 17:36:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4803, loss_cls: 8.3761, loss: 8.3761 2025-08-14 13:04:02,713 - pyskl - INFO - Epoch [46][4900/7492] lr: 3.942e-02, eta: 4 days, 17:35:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4741, loss_cls: 8.4008, loss: 8.4008 2025-08-14 13:04:55,199 - pyskl - INFO - Epoch [46][5000/7492] lr: 3.941e-02, eta: 4 days, 17:34:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4741, loss_cls: 8.3622, loss: 8.3622 2025-08-14 13:05:47,805 - pyskl - INFO - Epoch [46][5100/7492] lr: 3.940e-02, eta: 4 days, 17:33:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2263, top5_acc: 0.4800, loss_cls: 8.3621, loss: 8.3621 2025-08-14 13:06:40,381 - pyskl - INFO - Epoch [46][5200/7492] lr: 3.940e-02, eta: 4 days, 17:32:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4825, loss_cls: 8.3137, loss: 8.3137 2025-08-14 13:07:32,742 - pyskl - INFO - Epoch [46][5300/7492] lr: 3.939e-02, eta: 4 days, 17:32:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4906, loss_cls: 8.3198, loss: 8.3198 2025-08-14 13:08:25,569 - pyskl - INFO - Epoch [46][5400/7492] lr: 3.939e-02, eta: 4 days, 17:31:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4641, loss_cls: 8.4546, loss: 8.4546 2025-08-14 13:09:18,093 - pyskl - INFO - Epoch [46][5500/7492] lr: 3.938e-02, eta: 4 days, 17:30:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4709, loss_cls: 8.4540, loss: 8.4540 2025-08-14 13:10:10,647 - pyskl - INFO - Epoch [46][5600/7492] lr: 3.938e-02, eta: 4 days, 17:29:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4747, loss_cls: 8.4309, loss: 8.4309 2025-08-14 13:11:03,370 - pyskl - INFO - Epoch [46][5700/7492] lr: 3.937e-02, eta: 4 days, 17:28:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4825, loss_cls: 8.2923, loss: 8.2923 2025-08-14 13:11:56,004 - pyskl - INFO - Epoch [46][5800/7492] lr: 3.936e-02, eta: 4 days, 17:27:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4878, loss_cls: 8.3343, loss: 8.3343 2025-08-14 13:12:48,903 - pyskl - INFO - Epoch [46][5900/7492] lr: 3.936e-02, eta: 4 days, 17:26:57, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4700, loss_cls: 8.4093, loss: 8.4093 2025-08-14 13:13:41,327 - pyskl - INFO - Epoch [46][6000/7492] lr: 3.935e-02, eta: 4 days, 17:26:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4769, loss_cls: 8.3530, loss: 8.3530 2025-08-14 13:14:33,754 - pyskl - INFO - Epoch [46][6100/7492] lr: 3.935e-02, eta: 4 days, 17:25:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4681, loss_cls: 8.4464, loss: 8.4464 2025-08-14 13:15:26,179 - pyskl - INFO - Epoch [46][6200/7492] lr: 3.934e-02, eta: 4 days, 17:24:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4738, loss_cls: 8.3957, loss: 8.3957 2025-08-14 13:16:18,713 - pyskl - INFO - Epoch [46][6300/7492] lr: 3.934e-02, eta: 4 days, 17:23:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4875, loss_cls: 8.3702, loss: 8.3702 2025-08-14 13:17:11,320 - pyskl - INFO - Epoch [46][6400/7492] lr: 3.933e-02, eta: 4 days, 17:22:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4825, loss_cls: 8.2606, loss: 8.2606 2025-08-14 13:18:03,863 - pyskl - INFO - Epoch [46][6500/7492] lr: 3.932e-02, eta: 4 days, 17:21:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4656, loss_cls: 8.4303, loss: 8.4303 2025-08-14 13:18:56,422 - pyskl - INFO - Epoch [46][6600/7492] lr: 3.932e-02, eta: 4 days, 17:20:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 8.3742, loss: 8.3742 2025-08-14 13:19:49,327 - pyskl - INFO - Epoch [46][6700/7492] lr: 3.931e-02, eta: 4 days, 17:20:03, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4872, loss_cls: 8.3530, loss: 8.3530 2025-08-14 13:20:42,292 - pyskl - INFO - Epoch [46][6800/7492] lr: 3.931e-02, eta: 4 days, 17:19:12, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4738, loss_cls: 8.4114, loss: 8.4114 2025-08-14 13:21:35,043 - pyskl - INFO - Epoch [46][6900/7492] lr: 3.930e-02, eta: 4 days, 17:18:20, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4853, loss_cls: 8.3554, loss: 8.3554 2025-08-14 13:22:27,813 - pyskl - INFO - Epoch [46][7000/7492] lr: 3.930e-02, eta: 4 days, 17:17:29, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4822, loss_cls: 8.3536, loss: 8.3536 2025-08-14 13:23:20,605 - pyskl - INFO - Epoch [46][7100/7492] lr: 3.929e-02, eta: 4 days, 17:16:38, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2188, top5_acc: 0.4616, loss_cls: 8.4472, loss: 8.4472 2025-08-14 13:24:13,356 - pyskl - INFO - Epoch [46][7200/7492] lr: 3.928e-02, eta: 4 days, 17:15:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4938, loss_cls: 8.3769, loss: 8.3769 2025-08-14 13:25:06,104 - pyskl - INFO - Epoch [46][7300/7492] lr: 3.928e-02, eta: 4 days, 17:14:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.4891, loss_cls: 8.3077, loss: 8.3077 2025-08-14 13:25:58,795 - pyskl - INFO - Epoch [46][7400/7492] lr: 3.927e-02, eta: 4 days, 17:14:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4763, loss_cls: 8.3015, loss: 8.3015 2025-08-14 13:26:48,421 - pyskl - INFO - Saving checkpoint at 46 epochs 2025-08-14 13:27:46,183 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 13:27:46,911 - pyskl - INFO - top1_acc 0.1979 top5_acc 0.4328 2025-08-14 13:27:46,911 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 13:27:46,951 - pyskl - INFO - mean_acc 0.1979 2025-08-14 13:27:46,971 - pyskl - INFO - Epoch(val) [46][617] top1_acc: 0.1979, top5_acc: 0.4328, mean_class_accuracy: 0.1979 2025-08-14 13:29:08,786 - pyskl - INFO - Epoch [47][100/7492] lr: 3.926e-02, eta: 4 days, 17:11:41, time: 0.818, data_time: 0.291, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4859, loss_cls: 8.2327, loss: 8.2327 2025-08-14 13:30:01,090 - pyskl - INFO - Epoch [47][200/7492] lr: 3.926e-02, eta: 4 days, 17:10:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4981, loss_cls: 8.2651, loss: 8.2651 2025-08-14 13:30:53,330 - pyskl - INFO - Epoch [47][300/7492] lr: 3.925e-02, eta: 4 days, 17:09:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4816, loss_cls: 8.3309, loss: 8.3309 2025-08-14 13:31:45,954 - pyskl - INFO - Epoch [47][400/7492] lr: 3.924e-02, eta: 4 days, 17:09:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4903, loss_cls: 8.2907, loss: 8.2907 2025-08-14 13:32:38,452 - pyskl - INFO - Epoch [47][500/7492] lr: 3.924e-02, eta: 4 days, 17:08:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4719, loss_cls: 8.4142, loss: 8.4142 2025-08-14 13:33:30,970 - pyskl - INFO - Epoch [47][600/7492] lr: 3.923e-02, eta: 4 days, 17:07:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4803, loss_cls: 8.3397, loss: 8.3397 2025-08-14 13:34:23,587 - pyskl - INFO - Epoch [47][700/7492] lr: 3.923e-02, eta: 4 days, 17:06:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4875, loss_cls: 8.2530, loss: 8.2530 2025-08-14 13:35:16,223 - pyskl - INFO - Epoch [47][800/7492] lr: 3.922e-02, eta: 4 days, 17:05:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4772, loss_cls: 8.3979, loss: 8.3979 2025-08-14 13:36:08,693 - pyskl - INFO - Epoch [47][900/7492] lr: 3.922e-02, eta: 4 days, 17:04:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4700, loss_cls: 8.4900, loss: 8.4900 2025-08-14 13:37:01,356 - pyskl - INFO - Epoch [47][1000/7492] lr: 3.921e-02, eta: 4 days, 17:03:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4900, loss_cls: 8.2566, loss: 8.2566 2025-08-14 13:37:53,856 - pyskl - INFO - Epoch [47][1100/7492] lr: 3.920e-02, eta: 4 days, 17:03:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4850, loss_cls: 8.4010, loss: 8.4010 2025-08-14 13:38:46,698 - pyskl - INFO - Epoch [47][1200/7492] lr: 3.920e-02, eta: 4 days, 17:02:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2231, top5_acc: 0.4722, loss_cls: 8.4083, loss: 8.4083 2025-08-14 13:39:39,234 - pyskl - INFO - Epoch [47][1300/7492] lr: 3.919e-02, eta: 4 days, 17:01:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4816, loss_cls: 8.3594, loss: 8.3594 2025-08-14 13:40:31,593 - pyskl - INFO - Epoch [47][1400/7492] lr: 3.919e-02, eta: 4 days, 17:00:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4803, loss_cls: 8.3815, loss: 8.3815 2025-08-14 13:41:23,952 - pyskl - INFO - Epoch [47][1500/7492] lr: 3.918e-02, eta: 4 days, 16:59:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4747, loss_cls: 8.3657, loss: 8.3657 2025-08-14 13:42:16,446 - pyskl - INFO - Epoch [47][1600/7492] lr: 3.918e-02, eta: 4 days, 16:58:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4831, loss_cls: 8.3020, loss: 8.3020 2025-08-14 13:43:08,976 - pyskl - INFO - Epoch [47][1700/7492] lr: 3.917e-02, eta: 4 days, 16:57:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4800, loss_cls: 8.3640, loss: 8.3640 2025-08-14 13:44:01,262 - pyskl - INFO - Epoch [47][1800/7492] lr: 3.916e-02, eta: 4 days, 16:56:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4856, loss_cls: 8.3479, loss: 8.3479 2025-08-14 13:44:53,692 - pyskl - INFO - Epoch [47][1900/7492] lr: 3.916e-02, eta: 4 days, 16:56:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4831, loss_cls: 8.3458, loss: 8.3458 2025-08-14 13:45:45,582 - pyskl - INFO - Epoch [47][2000/7492] lr: 3.915e-02, eta: 4 days, 16:55:14, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4831, loss_cls: 8.3150, loss: 8.3150 2025-08-14 13:46:38,142 - pyskl - INFO - Epoch [47][2100/7492] lr: 3.915e-02, eta: 4 days, 16:54:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4944, loss_cls: 8.2808, loss: 8.2808 2025-08-14 13:47:30,891 - pyskl - INFO - Epoch [47][2200/7492] lr: 3.914e-02, eta: 4 days, 16:53:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4816, loss_cls: 8.2979, loss: 8.2979 2025-08-14 13:48:23,695 - pyskl - INFO - Epoch [47][2300/7492] lr: 3.914e-02, eta: 4 days, 16:52:40, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4900, loss_cls: 8.3277, loss: 8.3277 2025-08-14 13:49:16,280 - pyskl - INFO - Epoch [47][2400/7492] lr: 3.913e-02, eta: 4 days, 16:51:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4850, loss_cls: 8.3762, loss: 8.3762 2025-08-14 13:50:08,793 - pyskl - INFO - Epoch [47][2500/7492] lr: 3.912e-02, eta: 4 days, 16:50:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4847, loss_cls: 8.2450, loss: 8.2450 2025-08-14 13:51:01,613 - pyskl - INFO - Epoch [47][2600/7492] lr: 3.912e-02, eta: 4 days, 16:50:05, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4778, loss_cls: 8.3299, loss: 8.3299 2025-08-14 13:51:54,482 - pyskl - INFO - Epoch [47][2700/7492] lr: 3.911e-02, eta: 4 days, 16:49:14, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4731, loss_cls: 8.3606, loss: 8.3606 2025-08-14 13:52:47,190 - pyskl - INFO - Epoch [47][2800/7492] lr: 3.911e-02, eta: 4 days, 16:48:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4738, loss_cls: 8.4146, loss: 8.4146 2025-08-14 13:53:39,877 - pyskl - INFO - Epoch [47][2900/7492] lr: 3.910e-02, eta: 4 days, 16:47:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4953, loss_cls: 8.3402, loss: 8.3402 2025-08-14 13:54:32,606 - pyskl - INFO - Epoch [47][3000/7492] lr: 3.910e-02, eta: 4 days, 16:46:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4831, loss_cls: 8.3602, loss: 8.3602 2025-08-14 13:55:25,100 - pyskl - INFO - Epoch [47][3100/7492] lr: 3.909e-02, eta: 4 days, 16:45:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2222, top5_acc: 0.4709, loss_cls: 8.4115, loss: 8.4115 2025-08-14 13:56:17,297 - pyskl - INFO - Epoch [47][3200/7492] lr: 3.908e-02, eta: 4 days, 16:44:55, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4750, loss_cls: 8.3434, loss: 8.3434 2025-08-14 13:57:09,763 - pyskl - INFO - Epoch [47][3300/7492] lr: 3.908e-02, eta: 4 days, 16:44:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4819, loss_cls: 8.3738, loss: 8.3738 2025-08-14 13:58:02,679 - pyskl - INFO - Epoch [47][3400/7492] lr: 3.907e-02, eta: 4 days, 16:43:13, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4888, loss_cls: 8.2828, loss: 8.2828 2025-08-14 13:58:55,221 - pyskl - INFO - Epoch [47][3500/7492] lr: 3.907e-02, eta: 4 days, 16:42:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4697, loss_cls: 8.4215, loss: 8.4215 2025-08-14 13:59:47,754 - pyskl - INFO - Epoch [47][3600/7492] lr: 3.906e-02, eta: 4 days, 16:41:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4675, loss_cls: 8.3922, loss: 8.3922 2025-08-14 14:00:40,281 - pyskl - INFO - Epoch [47][3700/7492] lr: 3.905e-02, eta: 4 days, 16:40:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4900, loss_cls: 8.2392, loss: 8.2392 2025-08-14 14:01:32,774 - pyskl - INFO - Epoch [47][3800/7492] lr: 3.905e-02, eta: 4 days, 16:39:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4872, loss_cls: 8.2990, loss: 8.2990 2025-08-14 14:02:25,277 - pyskl - INFO - Epoch [47][3900/7492] lr: 3.904e-02, eta: 4 days, 16:38:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4791, loss_cls: 8.3137, loss: 8.3137 2025-08-14 14:03:17,648 - pyskl - INFO - Epoch [47][4000/7492] lr: 3.904e-02, eta: 4 days, 16:38:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4872, loss_cls: 8.3213, loss: 8.3213 2025-08-14 14:04:09,958 - pyskl - INFO - Epoch [47][4100/7492] lr: 3.903e-02, eta: 4 days, 16:37:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4694, loss_cls: 8.3355, loss: 8.3355 2025-08-14 14:05:02,497 - pyskl - INFO - Epoch [47][4200/7492] lr: 3.903e-02, eta: 4 days, 16:36:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4906, loss_cls: 8.3285, loss: 8.3285 2025-08-14 14:05:55,055 - pyskl - INFO - Epoch [47][4300/7492] lr: 3.902e-02, eta: 4 days, 16:35:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4906, loss_cls: 8.2046, loss: 8.2046 2025-08-14 14:06:47,639 - pyskl - INFO - Epoch [47][4400/7492] lr: 3.901e-02, eta: 4 days, 16:34:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4594, loss_cls: 8.4016, loss: 8.4016 2025-08-14 14:07:40,509 - pyskl - INFO - Epoch [47][4500/7492] lr: 3.901e-02, eta: 4 days, 16:33:42, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4925, loss_cls: 8.3355, loss: 8.3355 2025-08-14 14:08:33,026 - pyskl - INFO - Epoch [47][4600/7492] lr: 3.900e-02, eta: 4 days, 16:32:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4981, loss_cls: 8.2187, loss: 8.2187 2025-08-14 14:09:25,693 - pyskl - INFO - Epoch [47][4700/7492] lr: 3.900e-02, eta: 4 days, 16:31:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2278, top5_acc: 0.4738, loss_cls: 8.4451, loss: 8.4451 2025-08-14 14:10:18,239 - pyskl - INFO - Epoch [47][4800/7492] lr: 3.899e-02, eta: 4 days, 16:31:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4916, loss_cls: 8.2474, loss: 8.2474 2025-08-14 14:11:10,912 - pyskl - INFO - Epoch [47][4900/7492] lr: 3.899e-02, eta: 4 days, 16:30:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4631, loss_cls: 8.4073, loss: 8.4073 2025-08-14 14:12:03,291 - pyskl - INFO - Epoch [47][5000/7492] lr: 3.898e-02, eta: 4 days, 16:29:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4828, loss_cls: 8.3222, loss: 8.3222 2025-08-14 14:12:55,585 - pyskl - INFO - Epoch [47][5100/7492] lr: 3.897e-02, eta: 4 days, 16:28:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4838, loss_cls: 8.2802, loss: 8.2802 2025-08-14 14:13:47,796 - pyskl - INFO - Epoch [47][5200/7492] lr: 3.897e-02, eta: 4 days, 16:27:39, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4722, loss_cls: 8.3552, loss: 8.3552 2025-08-14 14:14:40,286 - pyskl - INFO - Epoch [47][5300/7492] lr: 3.896e-02, eta: 4 days, 16:26:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4803, loss_cls: 8.3830, loss: 8.3830 2025-08-14 14:15:32,724 - pyskl - INFO - Epoch [47][5400/7492] lr: 3.896e-02, eta: 4 days, 16:25:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4822, loss_cls: 8.3379, loss: 8.3379 2025-08-14 14:16:25,123 - pyskl - INFO - Epoch [47][5500/7492] lr: 3.895e-02, eta: 4 days, 16:25:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4703, loss_cls: 8.5163, loss: 8.5163 2025-08-14 14:17:17,862 - pyskl - INFO - Epoch [47][5600/7492] lr: 3.894e-02, eta: 4 days, 16:24:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4766, loss_cls: 8.3834, loss: 8.3834 2025-08-14 14:18:10,168 - pyskl - INFO - Epoch [47][5700/7492] lr: 3.894e-02, eta: 4 days, 16:23:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.5003, loss_cls: 8.2026, loss: 8.2026 2025-08-14 14:19:02,404 - pyskl - INFO - Epoch [47][5800/7492] lr: 3.893e-02, eta: 4 days, 16:22:27, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4659, loss_cls: 8.4625, loss: 8.4625 2025-08-14 14:19:54,752 - pyskl - INFO - Epoch [47][5900/7492] lr: 3.893e-02, eta: 4 days, 16:21:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4797, loss_cls: 8.3565, loss: 8.3565 2025-08-14 14:20:47,037 - pyskl - INFO - Epoch [47][6000/7492] lr: 3.892e-02, eta: 4 days, 16:20:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4834, loss_cls: 8.3075, loss: 8.3075 2025-08-14 14:21:39,280 - pyskl - INFO - Epoch [47][6100/7492] lr: 3.892e-02, eta: 4 days, 16:19:50, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4775, loss_cls: 8.3991, loss: 8.3991 2025-08-14 14:22:31,774 - pyskl - INFO - Epoch [47][6200/7492] lr: 3.891e-02, eta: 4 days, 16:18:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4891, loss_cls: 8.2758, loss: 8.2758 2025-08-14 14:23:24,120 - pyskl - INFO - Epoch [47][6300/7492] lr: 3.890e-02, eta: 4 days, 16:18:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4906, loss_cls: 8.2932, loss: 8.2932 2025-08-14 14:24:16,428 - pyskl - INFO - Epoch [47][6400/7492] lr: 3.890e-02, eta: 4 days, 16:17:13, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4766, loss_cls: 8.3472, loss: 8.3472 2025-08-14 14:25:08,642 - pyskl - INFO - Epoch [47][6500/7492] lr: 3.889e-02, eta: 4 days, 16:16:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4813, loss_cls: 8.4169, loss: 8.4169 2025-08-14 14:26:00,957 - pyskl - INFO - Epoch [47][6600/7492] lr: 3.889e-02, eta: 4 days, 16:15:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4847, loss_cls: 8.3724, loss: 8.3724 2025-08-14 14:26:53,923 - pyskl - INFO - Epoch [47][6700/7492] lr: 3.888e-02, eta: 4 days, 16:14:37, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4766, loss_cls: 8.2787, loss: 8.2787 2025-08-14 14:27:45,860 - pyskl - INFO - Epoch [47][6800/7492] lr: 3.888e-02, eta: 4 days, 16:13:44, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4850, loss_cls: 8.3517, loss: 8.3517 2025-08-14 14:28:38,207 - pyskl - INFO - Epoch [47][6900/7492] lr: 3.887e-02, eta: 4 days, 16:12:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4822, loss_cls: 8.3377, loss: 8.3377 2025-08-14 14:29:30,350 - pyskl - INFO - Epoch [47][7000/7492] lr: 3.886e-02, eta: 4 days, 16:11:59, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4772, loss_cls: 8.3357, loss: 8.3357 2025-08-14 14:30:22,721 - pyskl - INFO - Epoch [47][7100/7492] lr: 3.886e-02, eta: 4 days, 16:11:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4722, loss_cls: 8.3827, loss: 8.3827 2025-08-14 14:31:15,251 - pyskl - INFO - Epoch [47][7200/7492] lr: 3.885e-02, eta: 4 days, 16:10:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4750, loss_cls: 8.3315, loss: 8.3315 2025-08-14 14:32:07,778 - pyskl - INFO - Epoch [47][7300/7492] lr: 3.885e-02, eta: 4 days, 16:09:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4809, loss_cls: 8.2876, loss: 8.2876 2025-08-14 14:33:00,272 - pyskl - INFO - Epoch [47][7400/7492] lr: 3.884e-02, eta: 4 days, 16:08:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4731, loss_cls: 8.3659, loss: 8.3659 2025-08-14 14:33:49,250 - pyskl - INFO - Saving checkpoint at 47 epochs 2025-08-14 14:34:43,900 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 14:34:44,632 - pyskl - INFO - top1_acc 0.2079 top5_acc 0.4416 2025-08-14 14:34:44,632 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 14:34:44,670 - pyskl - INFO - mean_acc 0.2078 2025-08-14 14:34:44,735 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_36.pth was removed 2025-08-14 14:34:45,781 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_47.pth. 2025-08-14 14:34:45,782 - pyskl - INFO - Best top1_acc is 0.2079 at 47 epoch. 2025-08-14 14:34:45,793 - pyskl - INFO - Epoch(val) [47][617] top1_acc: 0.2079, top5_acc: 0.4416, mean_class_accuracy: 0.2078 2025-08-14 14:36:07,163 - pyskl - INFO - Epoch [48][100/7492] lr: 3.883e-02, eta: 4 days, 16:06:09, time: 0.814, data_time: 0.288, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4856, loss_cls: 8.2958, loss: 8.2958 2025-08-14 14:36:59,837 - pyskl - INFO - Epoch [48][200/7492] lr: 3.882e-02, eta: 4 days, 16:05:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4866, loss_cls: 8.2397, loss: 8.2397 2025-08-14 14:37:51,988 - pyskl - INFO - Epoch [48][300/7492] lr: 3.882e-02, eta: 4 days, 16:04:25, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4863, loss_cls: 8.2197, loss: 8.2197 2025-08-14 14:38:44,047 - pyskl - INFO - Epoch [48][400/7492] lr: 3.881e-02, eta: 4 days, 16:03:32, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4847, loss_cls: 8.3273, loss: 8.3273 2025-08-14 14:39:36,485 - pyskl - INFO - Epoch [48][500/7492] lr: 3.881e-02, eta: 4 days, 16:02:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4950, loss_cls: 8.2423, loss: 8.2423 2025-08-14 14:40:28,862 - pyskl - INFO - Epoch [48][600/7492] lr: 3.880e-02, eta: 4 days, 16:01:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4834, loss_cls: 8.4041, loss: 8.4041 2025-08-14 14:41:21,274 - pyskl - INFO - Epoch [48][700/7492] lr: 3.879e-02, eta: 4 days, 16:00:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4709, loss_cls: 8.3450, loss: 8.3450 2025-08-14 14:42:13,878 - pyskl - INFO - Epoch [48][800/7492] lr: 3.879e-02, eta: 4 days, 16:00:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4972, loss_cls: 8.3065, loss: 8.3065 2025-08-14 14:43:06,224 - pyskl - INFO - Epoch [48][900/7492] lr: 3.878e-02, eta: 4 days, 15:59:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4822, loss_cls: 8.3224, loss: 8.3224 2025-08-14 14:43:58,584 - pyskl - INFO - Epoch [48][1000/7492] lr: 3.878e-02, eta: 4 days, 15:58:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.4938, loss_cls: 8.2837, loss: 8.2837 2025-08-14 14:44:51,067 - pyskl - INFO - Epoch [48][1100/7492] lr: 3.877e-02, eta: 4 days, 15:57:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4900, loss_cls: 8.2366, loss: 8.2366 2025-08-14 14:45:43,625 - pyskl - INFO - Epoch [48][1200/7492] lr: 3.876e-02, eta: 4 days, 15:56:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4906, loss_cls: 8.2316, loss: 8.2316 2025-08-14 14:46:36,421 - pyskl - INFO - Epoch [48][1300/7492] lr: 3.876e-02, eta: 4 days, 15:55:45, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4625, loss_cls: 8.4295, loss: 8.4295 2025-08-14 14:47:28,847 - pyskl - INFO - Epoch [48][1400/7492] lr: 3.875e-02, eta: 4 days, 15:54:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4919, loss_cls: 8.2764, loss: 8.2764 2025-08-14 14:48:21,193 - pyskl - INFO - Epoch [48][1500/7492] lr: 3.875e-02, eta: 4 days, 15:54:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4838, loss_cls: 8.3407, loss: 8.3407 2025-08-14 14:49:13,829 - pyskl - INFO - Epoch [48][1600/7492] lr: 3.874e-02, eta: 4 days, 15:53:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4703, loss_cls: 8.3745, loss: 8.3745 2025-08-14 14:50:06,270 - pyskl - INFO - Epoch [48][1700/7492] lr: 3.874e-02, eta: 4 days, 15:52:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4750, loss_cls: 8.3606, loss: 8.3606 2025-08-14 14:50:58,628 - pyskl - INFO - Epoch [48][1800/7492] lr: 3.873e-02, eta: 4 days, 15:51:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4753, loss_cls: 8.3548, loss: 8.3548 2025-08-14 14:51:51,447 - pyskl - INFO - Epoch [48][1900/7492] lr: 3.872e-02, eta: 4 days, 15:50:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4831, loss_cls: 8.2939, loss: 8.2939 2025-08-14 14:52:44,252 - pyskl - INFO - Epoch [48][2000/7492] lr: 3.872e-02, eta: 4 days, 15:49:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4756, loss_cls: 8.3707, loss: 8.3707 2025-08-14 14:53:36,809 - pyskl - INFO - Epoch [48][2100/7492] lr: 3.871e-02, eta: 4 days, 15:48:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4816, loss_cls: 8.3441, loss: 8.3441 2025-08-14 14:54:29,196 - pyskl - INFO - Epoch [48][2200/7492] lr: 3.871e-02, eta: 4 days, 15:47:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4788, loss_cls: 8.2639, loss: 8.2639 2025-08-14 14:55:21,541 - pyskl - INFO - Epoch [48][2300/7492] lr: 3.870e-02, eta: 4 days, 15:47:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4872, loss_cls: 8.3267, loss: 8.3267 2025-08-14 14:56:14,404 - pyskl - INFO - Epoch [48][2400/7492] lr: 3.869e-02, eta: 4 days, 15:46:16, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4759, loss_cls: 8.3816, loss: 8.3816 2025-08-14 14:57:07,081 - pyskl - INFO - Epoch [48][2500/7492] lr: 3.869e-02, eta: 4 days, 15:45:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4853, loss_cls: 8.2980, loss: 8.2980 2025-08-14 14:57:59,313 - pyskl - INFO - Epoch [48][2600/7492] lr: 3.868e-02, eta: 4 days, 15:44:32, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.4944, loss_cls: 8.2671, loss: 8.2671 2025-08-14 14:58:52,001 - pyskl - INFO - Epoch [48][2700/7492] lr: 3.868e-02, eta: 4 days, 15:43:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4878, loss_cls: 8.3359, loss: 8.3359 2025-08-14 14:59:44,663 - pyskl - INFO - Epoch [48][2800/7492] lr: 3.867e-02, eta: 4 days, 15:42:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4834, loss_cls: 8.2908, loss: 8.2908 2025-08-14 15:00:37,305 - pyskl - INFO - Epoch [48][2900/7492] lr: 3.867e-02, eta: 4 days, 15:41:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.4881, loss_cls: 8.2456, loss: 8.2456 2025-08-14 15:01:29,704 - pyskl - INFO - Epoch [48][3000/7492] lr: 3.866e-02, eta: 4 days, 15:41:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4791, loss_cls: 8.3357, loss: 8.3357 2025-08-14 15:02:22,332 - pyskl - INFO - Epoch [48][3100/7492] lr: 3.865e-02, eta: 4 days, 15:40:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4844, loss_cls: 8.3658, loss: 8.3658 2025-08-14 15:03:14,841 - pyskl - INFO - Epoch [48][3200/7492] lr: 3.865e-02, eta: 4 days, 15:39:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4844, loss_cls: 8.4443, loss: 8.4443 2025-08-14 15:04:07,418 - pyskl - INFO - Epoch [48][3300/7492] lr: 3.864e-02, eta: 4 days, 15:38:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4816, loss_cls: 8.4241, loss: 8.4241 2025-08-14 15:05:00,077 - pyskl - INFO - Epoch [48][3400/7492] lr: 3.864e-02, eta: 4 days, 15:37:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4841, loss_cls: 8.3050, loss: 8.3050 2025-08-14 15:05:52,761 - pyskl - INFO - Epoch [48][3500/7492] lr: 3.863e-02, eta: 4 days, 15:36:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4831, loss_cls: 8.3163, loss: 8.3163 2025-08-14 15:06:45,265 - pyskl - INFO - Epoch [48][3600/7492] lr: 3.862e-02, eta: 4 days, 15:35:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4872, loss_cls: 8.3308, loss: 8.3308 2025-08-14 15:07:37,614 - pyskl - INFO - Epoch [48][3700/7492] lr: 3.862e-02, eta: 4 days, 15:35:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4831, loss_cls: 8.3502, loss: 8.3502 2025-08-14 15:08:30,330 - pyskl - INFO - Epoch [48][3800/7492] lr: 3.861e-02, eta: 4 days, 15:34:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4813, loss_cls: 8.3222, loss: 8.3222 2025-08-14 15:09:22,810 - pyskl - INFO - Epoch [48][3900/7492] lr: 3.861e-02, eta: 4 days, 15:33:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4819, loss_cls: 8.3200, loss: 8.3200 2025-08-14 15:10:15,455 - pyskl - INFO - Epoch [48][4000/7492] lr: 3.860e-02, eta: 4 days, 15:32:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4800, loss_cls: 8.3316, loss: 8.3316 2025-08-14 15:11:08,058 - pyskl - INFO - Epoch [48][4100/7492] lr: 3.860e-02, eta: 4 days, 15:31:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2331, top5_acc: 0.4872, loss_cls: 8.3898, loss: 8.3898 2025-08-14 15:12:00,590 - pyskl - INFO - Epoch [48][4200/7492] lr: 3.859e-02, eta: 4 days, 15:30:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4697, loss_cls: 8.3956, loss: 8.3956 2025-08-14 15:12:53,106 - pyskl - INFO - Epoch [48][4300/7492] lr: 3.858e-02, eta: 4 days, 15:29:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4759, loss_cls: 8.4165, loss: 8.4165 2025-08-14 15:13:45,729 - pyskl - INFO - Epoch [48][4400/7492] lr: 3.858e-02, eta: 4 days, 15:29:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4922, loss_cls: 8.2889, loss: 8.2889 2025-08-14 15:14:38,597 - pyskl - INFO - Epoch [48][4500/7492] lr: 3.857e-02, eta: 4 days, 15:28:10, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.4800, loss_cls: 8.3204, loss: 8.3204 2025-08-14 15:15:31,353 - pyskl - INFO - Epoch [48][4600/7492] lr: 3.857e-02, eta: 4 days, 15:27:18, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4747, loss_cls: 8.4265, loss: 8.4265 2025-08-14 15:16:24,034 - pyskl - INFO - Epoch [48][4700/7492] lr: 3.856e-02, eta: 4 days, 15:26:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4722, loss_cls: 8.3261, loss: 8.3261 2025-08-14 15:17:16,653 - pyskl - INFO - Epoch [48][4800/7492] lr: 3.855e-02, eta: 4 days, 15:25:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4700, loss_cls: 8.3464, loss: 8.3464 2025-08-14 15:18:09,196 - pyskl - INFO - Epoch [48][4900/7492] lr: 3.855e-02, eta: 4 days, 15:24:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4716, loss_cls: 8.4056, loss: 8.4056 2025-08-14 15:19:01,631 - pyskl - INFO - Epoch [48][5000/7492] lr: 3.854e-02, eta: 4 days, 15:23:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4781, loss_cls: 8.4073, loss: 8.4073 2025-08-14 15:19:54,194 - pyskl - INFO - Epoch [48][5100/7492] lr: 3.854e-02, eta: 4 days, 15:22:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4850, loss_cls: 8.3435, loss: 8.3435 2025-08-14 15:20:46,919 - pyskl - INFO - Epoch [48][5200/7492] lr: 3.853e-02, eta: 4 days, 15:22:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4816, loss_cls: 8.3742, loss: 8.3742 2025-08-14 15:21:39,412 - pyskl - INFO - Epoch [48][5300/7492] lr: 3.852e-02, eta: 4 days, 15:21:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.5025, loss_cls: 8.2966, loss: 8.2966 2025-08-14 15:22:32,145 - pyskl - INFO - Epoch [48][5400/7492] lr: 3.852e-02, eta: 4 days, 15:20:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.4953, loss_cls: 8.2826, loss: 8.2826 2025-08-14 15:23:24,581 - pyskl - INFO - Epoch [48][5500/7492] lr: 3.851e-02, eta: 4 days, 15:19:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4859, loss_cls: 8.3437, loss: 8.3437 2025-08-14 15:24:17,365 - pyskl - INFO - Epoch [48][5600/7492] lr: 3.851e-02, eta: 4 days, 15:18:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4803, loss_cls: 8.2901, loss: 8.2901 2025-08-14 15:25:10,078 - pyskl - INFO - Epoch [48][5700/7492] lr: 3.850e-02, eta: 4 days, 15:17:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2275, top5_acc: 0.4709, loss_cls: 8.4053, loss: 8.4053 2025-08-14 15:26:02,519 - pyskl - INFO - Epoch [48][5800/7492] lr: 3.850e-02, eta: 4 days, 15:16:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4788, loss_cls: 8.3937, loss: 8.3937 2025-08-14 15:26:54,910 - pyskl - INFO - Epoch [48][5900/7492] lr: 3.849e-02, eta: 4 days, 15:16:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4819, loss_cls: 8.3583, loss: 8.3583 2025-08-14 15:27:47,559 - pyskl - INFO - Epoch [48][6000/7492] lr: 3.848e-02, eta: 4 days, 15:15:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4863, loss_cls: 8.3768, loss: 8.3768 2025-08-14 15:28:39,943 - pyskl - INFO - Epoch [48][6100/7492] lr: 3.848e-02, eta: 4 days, 15:14:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4675, loss_cls: 8.3546, loss: 8.3546 2025-08-14 15:29:32,710 - pyskl - INFO - Epoch [48][6200/7492] lr: 3.847e-02, eta: 4 days, 15:13:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4941, loss_cls: 8.3070, loss: 8.3070 2025-08-14 15:30:25,134 - pyskl - INFO - Epoch [48][6300/7492] lr: 3.847e-02, eta: 4 days, 15:12:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4919, loss_cls: 8.3304, loss: 8.3304 2025-08-14 15:31:17,588 - pyskl - INFO - Epoch [48][6400/7492] lr: 3.846e-02, eta: 4 days, 15:11:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4756, loss_cls: 8.3068, loss: 8.3068 2025-08-14 15:32:10,155 - pyskl - INFO - Epoch [48][6500/7492] lr: 3.845e-02, eta: 4 days, 15:10:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4806, loss_cls: 8.3118, loss: 8.3118 2025-08-14 15:33:02,546 - pyskl - INFO - Epoch [48][6600/7492] lr: 3.845e-02, eta: 4 days, 15:10:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4978, loss_cls: 8.2424, loss: 8.2424 2025-08-14 15:33:55,251 - pyskl - INFO - Epoch [48][6700/7492] lr: 3.844e-02, eta: 4 days, 15:09:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4900, loss_cls: 8.3105, loss: 8.3105 2025-08-14 15:34:48,112 - pyskl - INFO - Epoch [48][6800/7492] lr: 3.844e-02, eta: 4 days, 15:08:20, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2319, top5_acc: 0.4759, loss_cls: 8.3729, loss: 8.3729 2025-08-14 15:35:40,651 - pyskl - INFO - Epoch [48][6900/7492] lr: 3.843e-02, eta: 4 days, 15:07:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4703, loss_cls: 8.2975, loss: 8.2975 2025-08-14 15:36:33,166 - pyskl - INFO - Epoch [48][7000/7492] lr: 3.842e-02, eta: 4 days, 15:06:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4947, loss_cls: 8.2839, loss: 8.2839 2025-08-14 15:37:25,727 - pyskl - INFO - Epoch [48][7100/7492] lr: 3.842e-02, eta: 4 days, 15:05:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4803, loss_cls: 8.3564, loss: 8.3564 2025-08-14 15:38:18,097 - pyskl - INFO - Epoch [48][7200/7492] lr: 3.841e-02, eta: 4 days, 15:04:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4841, loss_cls: 8.2332, loss: 8.2332 2025-08-14 15:39:10,640 - pyskl - INFO - Epoch [48][7300/7492] lr: 3.841e-02, eta: 4 days, 15:04:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4969, loss_cls: 8.2971, loss: 8.2971 2025-08-14 15:40:03,131 - pyskl - INFO - Epoch [48][7400/7492] lr: 3.840e-02, eta: 4 days, 15:03:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2284, top5_acc: 0.4934, loss_cls: 8.3076, loss: 8.3076 2025-08-14 15:40:52,575 - pyskl - INFO - Saving checkpoint at 48 epochs 2025-08-14 15:41:47,030 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 15:41:47,763 - pyskl - INFO - top1_acc 0.1728 top5_acc 0.3852 2025-08-14 15:41:47,764 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 15:41:47,801 - pyskl - INFO - mean_acc 0.1728 2025-08-14 15:41:47,813 - pyskl - INFO - Epoch(val) [48][617] top1_acc: 0.1728, top5_acc: 0.3852, mean_class_accuracy: 0.1728 2025-08-14 15:43:09,716 - pyskl - INFO - Epoch [49][100/7492] lr: 3.839e-02, eta: 4 days, 15:00:49, time: 0.819, data_time: 0.292, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4888, loss_cls: 8.2588, loss: 8.2588 2025-08-14 15:44:02,067 - pyskl - INFO - Epoch [49][200/7492] lr: 3.838e-02, eta: 4 days, 14:59:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.5031, loss_cls: 8.2416, loss: 8.2416 2025-08-14 15:44:54,678 - pyskl - INFO - Epoch [49][300/7492] lr: 3.838e-02, eta: 4 days, 14:59:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4756, loss_cls: 8.2753, loss: 8.2753 2025-08-14 15:45:46,715 - pyskl - INFO - Epoch [49][400/7492] lr: 3.837e-02, eta: 4 days, 14:58:12, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4875, loss_cls: 8.2725, loss: 8.2725 2025-08-14 15:46:39,536 - pyskl - INFO - Epoch [49][500/7492] lr: 3.837e-02, eta: 4 days, 14:57:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4922, loss_cls: 8.2716, loss: 8.2716 2025-08-14 15:47:31,853 - pyskl - INFO - Epoch [49][600/7492] lr: 3.836e-02, eta: 4 days, 14:56:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.5012, loss_cls: 8.2634, loss: 8.2634 2025-08-14 15:48:24,603 - pyskl - INFO - Epoch [49][700/7492] lr: 3.835e-02, eta: 4 days, 14:55:37, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4847, loss_cls: 8.3065, loss: 8.3065 2025-08-14 15:49:16,714 - pyskl - INFO - Epoch [49][800/7492] lr: 3.835e-02, eta: 4 days, 14:54:45, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4803, loss_cls: 8.2291, loss: 8.2291 2025-08-14 15:50:09,059 - pyskl - INFO - Epoch [49][900/7492] lr: 3.834e-02, eta: 4 days, 14:53:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4781, loss_cls: 8.3298, loss: 8.3298 2025-08-14 15:51:01,037 - pyskl - INFO - Epoch [49][1000/7492] lr: 3.834e-02, eta: 4 days, 14:52:59, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4875, loss_cls: 8.3680, loss: 8.3680 2025-08-14 15:51:53,298 - pyskl - INFO - Epoch [49][1100/7492] lr: 3.833e-02, eta: 4 days, 14:52:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4922, loss_cls: 8.2619, loss: 8.2619 2025-08-14 15:52:45,686 - pyskl - INFO - Epoch [49][1200/7492] lr: 3.832e-02, eta: 4 days, 14:51:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4959, loss_cls: 8.3318, loss: 8.3318 2025-08-14 15:53:37,763 - pyskl - INFO - Epoch [49][1300/7492] lr: 3.832e-02, eta: 4 days, 14:50:22, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4909, loss_cls: 8.3688, loss: 8.3688 2025-08-14 15:54:30,012 - pyskl - INFO - Epoch [49][1400/7492] lr: 3.831e-02, eta: 4 days, 14:49:30, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4734, loss_cls: 8.4067, loss: 8.4067 2025-08-14 15:55:22,146 - pyskl - INFO - Epoch [49][1500/7492] lr: 3.831e-02, eta: 4 days, 14:48:37, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4847, loss_cls: 8.3696, loss: 8.3696 2025-08-14 15:56:14,586 - pyskl - INFO - Epoch [49][1600/7492] lr: 3.830e-02, eta: 4 days, 14:47:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4769, loss_cls: 8.3147, loss: 8.3147 2025-08-14 15:57:07,141 - pyskl - INFO - Epoch [49][1700/7492] lr: 3.830e-02, eta: 4 days, 14:46:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4891, loss_cls: 8.2362, loss: 8.2362 2025-08-14 15:57:59,911 - pyskl - INFO - Epoch [49][1800/7492] lr: 3.829e-02, eta: 4 days, 14:46:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.4981, loss_cls: 8.2062, loss: 8.2062 2025-08-14 15:58:52,409 - pyskl - INFO - Epoch [49][1900/7492] lr: 3.828e-02, eta: 4 days, 14:45:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4944, loss_cls: 8.2592, loss: 8.2592 2025-08-14 15:59:44,931 - pyskl - INFO - Epoch [49][2000/7492] lr: 3.828e-02, eta: 4 days, 14:44:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4838, loss_cls: 8.2951, loss: 8.2951 2025-08-14 16:00:37,367 - pyskl - INFO - Epoch [49][2100/7492] lr: 3.827e-02, eta: 4 days, 14:43:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4878, loss_cls: 8.2445, loss: 8.2445 2025-08-14 16:01:29,860 - pyskl - INFO - Epoch [49][2200/7492] lr: 3.827e-02, eta: 4 days, 14:42:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.5094, loss_cls: 8.1934, loss: 8.1934 2025-08-14 16:02:22,978 - pyskl - INFO - Epoch [49][2300/7492] lr: 3.826e-02, eta: 4 days, 14:41:44, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4966, loss_cls: 8.2485, loss: 8.2485 2025-08-14 16:03:15,837 - pyskl - INFO - Epoch [49][2400/7492] lr: 3.825e-02, eta: 4 days, 14:40:52, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4838, loss_cls: 8.3124, loss: 8.3124 2025-08-14 16:04:08,559 - pyskl - INFO - Epoch [49][2500/7492] lr: 3.825e-02, eta: 4 days, 14:40:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4759, loss_cls: 8.3523, loss: 8.3523 2025-08-14 16:05:01,335 - pyskl - INFO - Epoch [49][2600/7492] lr: 3.824e-02, eta: 4 days, 14:39:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4888, loss_cls: 8.3061, loss: 8.3061 2025-08-14 16:05:54,160 - pyskl - INFO - Epoch [49][2700/7492] lr: 3.824e-02, eta: 4 days, 14:38:18, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4947, loss_cls: 8.2765, loss: 8.2765 2025-08-14 16:06:46,747 - pyskl - INFO - Epoch [49][2800/7492] lr: 3.823e-02, eta: 4 days, 14:37:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4781, loss_cls: 8.3078, loss: 8.3078 2025-08-14 16:07:39,283 - pyskl - INFO - Epoch [49][2900/7492] lr: 3.822e-02, eta: 4 days, 14:36:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4703, loss_cls: 8.3575, loss: 8.3575 2025-08-14 16:08:31,715 - pyskl - INFO - Epoch [49][3000/7492] lr: 3.822e-02, eta: 4 days, 14:35:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4722, loss_cls: 8.3899, loss: 8.3899 2025-08-14 16:09:24,272 - pyskl - INFO - Epoch [49][3100/7492] lr: 3.821e-02, eta: 4 days, 14:34:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4828, loss_cls: 8.3490, loss: 8.3490 2025-08-14 16:10:16,896 - pyskl - INFO - Epoch [49][3200/7492] lr: 3.821e-02, eta: 4 days, 14:33:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4866, loss_cls: 8.3078, loss: 8.3078 2025-08-14 16:11:09,373 - pyskl - INFO - Epoch [49][3300/7492] lr: 3.820e-02, eta: 4 days, 14:33:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4916, loss_cls: 8.2358, loss: 8.2358 2025-08-14 16:12:01,863 - pyskl - INFO - Epoch [49][3400/7492] lr: 3.819e-02, eta: 4 days, 14:32:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4853, loss_cls: 8.3551, loss: 8.3551 2025-08-14 16:12:54,709 - pyskl - INFO - Epoch [49][3500/7492] lr: 3.819e-02, eta: 4 days, 14:31:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4809, loss_cls: 8.3919, loss: 8.3919 2025-08-14 16:13:47,130 - pyskl - INFO - Epoch [49][3600/7492] lr: 3.818e-02, eta: 4 days, 14:30:32, time: 0.526, data_time: 0.002, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4756, loss_cls: 8.4261, loss: 8.4261 2025-08-14 16:14:39,695 - pyskl - INFO - Epoch [49][3700/7492] lr: 3.818e-02, eta: 4 days, 14:29:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4813, loss_cls: 8.3332, loss: 8.3332 2025-08-14 16:15:32,376 - pyskl - INFO - Epoch [49][3800/7492] lr: 3.817e-02, eta: 4 days, 14:28:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4794, loss_cls: 8.3509, loss: 8.3509 2025-08-14 16:16:24,995 - pyskl - INFO - Epoch [49][3900/7492] lr: 3.816e-02, eta: 4 days, 14:27:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4728, loss_cls: 8.3807, loss: 8.3807 2025-08-14 16:17:17,601 - pyskl - INFO - Epoch [49][4000/7492] lr: 3.816e-02, eta: 4 days, 14:27:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.4891, loss_cls: 8.2833, loss: 8.2833 2025-08-14 16:18:10,252 - pyskl - INFO - Epoch [49][4100/7492] lr: 3.815e-02, eta: 4 days, 14:26:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2259, top5_acc: 0.4697, loss_cls: 8.4476, loss: 8.4476 2025-08-14 16:19:02,870 - pyskl - INFO - Epoch [49][4200/7492] lr: 3.815e-02, eta: 4 days, 14:25:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4959, loss_cls: 8.2352, loss: 8.2352 2025-08-14 16:19:55,334 - pyskl - INFO - Epoch [49][4300/7492] lr: 3.814e-02, eta: 4 days, 14:24:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4844, loss_cls: 8.2487, loss: 8.2487 2025-08-14 16:20:47,989 - pyskl - INFO - Epoch [49][4400/7492] lr: 3.814e-02, eta: 4 days, 14:23:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4831, loss_cls: 8.3462, loss: 8.3462 2025-08-14 16:21:40,711 - pyskl - INFO - Epoch [49][4500/7492] lr: 3.813e-02, eta: 4 days, 14:22:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4884, loss_cls: 8.3265, loss: 8.3265 2025-08-14 16:22:33,327 - pyskl - INFO - Epoch [49][4600/7492] lr: 3.812e-02, eta: 4 days, 14:21:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.4825, loss_cls: 8.2793, loss: 8.2793 2025-08-14 16:23:25,792 - pyskl - INFO - Epoch [49][4700/7492] lr: 3.812e-02, eta: 4 days, 14:21:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4975, loss_cls: 8.2240, loss: 8.2240 2025-08-14 16:24:18,605 - pyskl - INFO - Epoch [49][4800/7492] lr: 3.811e-02, eta: 4 days, 14:20:13, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4700, loss_cls: 8.4236, loss: 8.4236 2025-08-14 16:25:11,092 - pyskl - INFO - Epoch [49][4900/7492] lr: 3.811e-02, eta: 4 days, 14:19:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4922, loss_cls: 8.3687, loss: 8.3687 2025-08-14 16:26:03,705 - pyskl - INFO - Epoch [49][5000/7492] lr: 3.810e-02, eta: 4 days, 14:18:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4825, loss_cls: 8.3509, loss: 8.3509 2025-08-14 16:26:56,480 - pyskl - INFO - Epoch [49][5100/7492] lr: 3.809e-02, eta: 4 days, 14:17:38, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4803, loss_cls: 8.3926, loss: 8.3926 2025-08-14 16:27:49,104 - pyskl - INFO - Epoch [49][5200/7492] lr: 3.809e-02, eta: 4 days, 14:16:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4769, loss_cls: 8.3926, loss: 8.3926 2025-08-14 16:28:41,806 - pyskl - INFO - Epoch [49][5300/7492] lr: 3.808e-02, eta: 4 days, 14:15:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4859, loss_cls: 8.3857, loss: 8.3857 2025-08-14 16:29:34,284 - pyskl - INFO - Epoch [49][5400/7492] lr: 3.808e-02, eta: 4 days, 14:15:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4884, loss_cls: 8.3344, loss: 8.3344 2025-08-14 16:30:26,928 - pyskl - INFO - Epoch [49][5500/7492] lr: 3.807e-02, eta: 4 days, 14:14:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4919, loss_cls: 8.2152, loss: 8.2152 2025-08-14 16:31:19,493 - pyskl - INFO - Epoch [49][5600/7492] lr: 3.806e-02, eta: 4 days, 14:13:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4900, loss_cls: 8.2999, loss: 8.2999 2025-08-14 16:32:12,134 - pyskl - INFO - Epoch [49][5700/7492] lr: 3.806e-02, eta: 4 days, 14:12:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4781, loss_cls: 8.3351, loss: 8.3351 2025-08-14 16:33:04,885 - pyskl - INFO - Epoch [49][5800/7492] lr: 3.805e-02, eta: 4 days, 14:11:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4766, loss_cls: 8.3452, loss: 8.3452 2025-08-14 16:33:57,399 - pyskl - INFO - Epoch [49][5900/7492] lr: 3.805e-02, eta: 4 days, 14:10:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4822, loss_cls: 8.4228, loss: 8.4228 2025-08-14 16:34:49,289 - pyskl - INFO - Epoch [49][6000/7492] lr: 3.804e-02, eta: 4 days, 14:09:51, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4863, loss_cls: 8.2649, loss: 8.2649 2025-08-14 16:35:41,933 - pyskl - INFO - Epoch [49][6100/7492] lr: 3.803e-02, eta: 4 days, 14:09:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4788, loss_cls: 8.3415, loss: 8.3415 2025-08-14 16:36:34,020 - pyskl - INFO - Epoch [49][6200/7492] lr: 3.803e-02, eta: 4 days, 14:08:07, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4834, loss_cls: 8.3346, loss: 8.3346 2025-08-14 16:37:26,328 - pyskl - INFO - Epoch [49][6300/7492] lr: 3.802e-02, eta: 4 days, 14:07:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4781, loss_cls: 8.3840, loss: 8.3840 2025-08-14 16:38:18,573 - pyskl - INFO - Epoch [49][6400/7492] lr: 3.802e-02, eta: 4 days, 14:06:22, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4816, loss_cls: 8.3474, loss: 8.3474 2025-08-14 16:39:10,919 - pyskl - INFO - Epoch [49][6500/7492] lr: 3.801e-02, eta: 4 days, 14:05:30, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4700, loss_cls: 8.3331, loss: 8.3331 2025-08-14 16:40:03,050 - pyskl - INFO - Epoch [49][6600/7492] lr: 3.800e-02, eta: 4 days, 14:04:37, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 8.4064, loss: 8.4064 2025-08-14 16:40:55,803 - pyskl - INFO - Epoch [49][6700/7492] lr: 3.800e-02, eta: 4 days, 14:03:46, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4938, loss_cls: 8.2291, loss: 8.2291 2025-08-14 16:41:48,409 - pyskl - INFO - Epoch [49][6800/7492] lr: 3.799e-02, eta: 4 days, 14:02:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2213, top5_acc: 0.4756, loss_cls: 8.3510, loss: 8.3510 2025-08-14 16:42:41,024 - pyskl - INFO - Epoch [49][6900/7492] lr: 3.799e-02, eta: 4 days, 14:02:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2322, top5_acc: 0.4694, loss_cls: 8.3752, loss: 8.3752 2025-08-14 16:43:33,195 - pyskl - INFO - Epoch [49][7000/7492] lr: 3.798e-02, eta: 4 days, 14:01:10, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4844, loss_cls: 8.3180, loss: 8.3180 2025-08-14 16:44:25,749 - pyskl - INFO - Epoch [49][7100/7492] lr: 3.797e-02, eta: 4 days, 14:00:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.5009, loss_cls: 8.2798, loss: 8.2798 2025-08-14 16:45:18,235 - pyskl - INFO - Epoch [49][7200/7492] lr: 3.797e-02, eta: 4 days, 13:59:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2294, top5_acc: 0.4763, loss_cls: 8.3879, loss: 8.3879 2025-08-14 16:46:10,541 - pyskl - INFO - Epoch [49][7300/7492] lr: 3.796e-02, eta: 4 days, 13:58:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4841, loss_cls: 8.3078, loss: 8.3078 2025-08-14 16:47:02,915 - pyskl - INFO - Epoch [49][7400/7492] lr: 3.796e-02, eta: 4 days, 13:57:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4753, loss_cls: 8.3424, loss: 8.3424 2025-08-14 16:47:52,178 - pyskl - INFO - Saving checkpoint at 49 epochs 2025-08-14 16:48:48,505 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 16:48:49,252 - pyskl - INFO - top1_acc 0.1947 top5_acc 0.4135 2025-08-14 16:48:49,252 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 16:48:49,293 - pyskl - INFO - mean_acc 0.1947 2025-08-14 16:48:49,308 - pyskl - INFO - Epoch(val) [49][617] top1_acc: 0.1947, top5_acc: 0.4135, mean_class_accuracy: 0.1947 2025-08-14 16:50:11,979 - pyskl - INFO - Epoch [50][100/7492] lr: 3.794e-02, eta: 4 days, 13:55:24, time: 0.827, data_time: 0.294, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4894, loss_cls: 8.2703, loss: 8.2703 2025-08-14 16:51:04,206 - pyskl - INFO - Epoch [50][200/7492] lr: 3.794e-02, eta: 4 days, 13:54:32, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4819, loss_cls: 8.2906, loss: 8.2906 2025-08-14 16:51:56,935 - pyskl - INFO - Epoch [50][300/7492] lr: 3.793e-02, eta: 4 days, 13:53:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5072, loss_cls: 8.1676, loss: 8.1676 2025-08-14 16:52:49,332 - pyskl - INFO - Epoch [50][400/7492] lr: 3.793e-02, eta: 4 days, 13:52:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.4881, loss_cls: 8.2682, loss: 8.2682 2025-08-14 16:53:42,850 - pyskl - INFO - Epoch [50][500/7492] lr: 3.792e-02, eta: 4 days, 13:51:59, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4863, loss_cls: 8.3008, loss: 8.3008 2025-08-14 16:54:36,416 - pyskl - INFO - Epoch [50][600/7492] lr: 3.791e-02, eta: 4 days, 13:51:09, time: 0.536, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4831, loss_cls: 8.2794, loss: 8.2794 2025-08-14 16:55:28,989 - pyskl - INFO - Epoch [50][700/7492] lr: 3.791e-02, eta: 4 days, 13:50:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4881, loss_cls: 8.2183, loss: 8.2183 2025-08-14 16:56:21,346 - pyskl - INFO - Epoch [50][800/7492] lr: 3.790e-02, eta: 4 days, 13:49:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4794, loss_cls: 8.3312, loss: 8.3312 2025-08-14 16:57:13,613 - pyskl - INFO - Epoch [50][900/7492] lr: 3.790e-02, eta: 4 days, 13:48:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4781, loss_cls: 8.3199, loss: 8.3199 2025-08-14 16:58:05,900 - pyskl - INFO - Epoch [50][1000/7492] lr: 3.789e-02, eta: 4 days, 13:47:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4781, loss_cls: 8.4042, loss: 8.4042 2025-08-14 16:58:58,104 - pyskl - INFO - Epoch [50][1100/7492] lr: 3.788e-02, eta: 4 days, 13:46:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4900, loss_cls: 8.2973, loss: 8.2973 2025-08-14 16:59:50,561 - pyskl - INFO - Epoch [50][1200/7492] lr: 3.788e-02, eta: 4 days, 13:45:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4859, loss_cls: 8.2942, loss: 8.2942 2025-08-14 17:00:42,975 - pyskl - INFO - Epoch [50][1300/7492] lr: 3.787e-02, eta: 4 days, 13:45:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4809, loss_cls: 8.2984, loss: 8.2984 2025-08-14 17:01:35,469 - pyskl - INFO - Epoch [50][1400/7492] lr: 3.787e-02, eta: 4 days, 13:44:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4784, loss_cls: 8.3472, loss: 8.3472 2025-08-14 17:02:27,964 - pyskl - INFO - Epoch [50][1500/7492] lr: 3.786e-02, eta: 4 days, 13:43:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4859, loss_cls: 8.3110, loss: 8.3110 2025-08-14 17:03:20,135 - pyskl - INFO - Epoch [50][1600/7492] lr: 3.785e-02, eta: 4 days, 13:42:27, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4966, loss_cls: 8.2785, loss: 8.2785 2025-08-14 17:04:12,678 - pyskl - INFO - Epoch [50][1700/7492] lr: 3.785e-02, eta: 4 days, 13:41:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4969, loss_cls: 8.1642, loss: 8.1642 2025-08-14 17:05:05,463 - pyskl - INFO - Epoch [50][1800/7492] lr: 3.784e-02, eta: 4 days, 13:40:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4909, loss_cls: 8.3298, loss: 8.3298 2025-08-14 17:05:57,483 - pyskl - INFO - Epoch [50][1900/7492] lr: 3.784e-02, eta: 4 days, 13:39:51, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.4966, loss_cls: 8.2810, loss: 8.2810 2025-08-14 17:06:49,615 - pyskl - INFO - Epoch [50][2000/7492] lr: 3.783e-02, eta: 4 days, 13:38:59, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4838, loss_cls: 8.2616, loss: 8.2616 2025-08-14 17:07:41,887 - pyskl - INFO - Epoch [50][2100/7492] lr: 3.782e-02, eta: 4 days, 13:38:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4916, loss_cls: 8.2388, loss: 8.2388 2025-08-14 17:08:34,222 - pyskl - INFO - Epoch [50][2200/7492] lr: 3.782e-02, eta: 4 days, 13:37:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4953, loss_cls: 8.2684, loss: 8.2684 2025-08-14 17:09:26,573 - pyskl - INFO - Epoch [50][2300/7492] lr: 3.781e-02, eta: 4 days, 13:36:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4822, loss_cls: 8.3497, loss: 8.3497 2025-08-14 17:10:19,212 - pyskl - INFO - Epoch [50][2400/7492] lr: 3.781e-02, eta: 4 days, 13:35:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4797, loss_cls: 8.3134, loss: 8.3134 2025-08-14 17:11:11,798 - pyskl - INFO - Epoch [50][2500/7492] lr: 3.780e-02, eta: 4 days, 13:34:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4819, loss_cls: 8.2450, loss: 8.2450 2025-08-14 17:12:04,008 - pyskl - INFO - Epoch [50][2600/7492] lr: 3.779e-02, eta: 4 days, 13:33:46, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4778, loss_cls: 8.4333, loss: 8.4333 2025-08-14 17:12:56,474 - pyskl - INFO - Epoch [50][2700/7492] lr: 3.779e-02, eta: 4 days, 13:32:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4772, loss_cls: 8.3952, loss: 8.3952 2025-08-14 17:13:48,713 - pyskl - INFO - Epoch [50][2800/7492] lr: 3.778e-02, eta: 4 days, 13:32:01, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4847, loss_cls: 8.3567, loss: 8.3567 2025-08-14 17:14:40,958 - pyskl - INFO - Epoch [50][2900/7492] lr: 3.778e-02, eta: 4 days, 13:31:09, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4753, loss_cls: 8.3086, loss: 8.3086 2025-08-14 17:15:33,459 - pyskl - INFO - Epoch [50][3000/7492] lr: 3.777e-02, eta: 4 days, 13:30:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4809, loss_cls: 8.3138, loss: 8.3138 2025-08-14 17:16:25,758 - pyskl - INFO - Epoch [50][3100/7492] lr: 3.776e-02, eta: 4 days, 13:29:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4747, loss_cls: 8.3124, loss: 8.3124 2025-08-14 17:17:18,197 - pyskl - INFO - Epoch [50][3200/7492] lr: 3.776e-02, eta: 4 days, 13:28:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.5012, loss_cls: 8.2481, loss: 8.2481 2025-08-14 17:18:10,499 - pyskl - INFO - Epoch [50][3300/7492] lr: 3.775e-02, eta: 4 days, 13:27:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4869, loss_cls: 8.3309, loss: 8.3309 2025-08-14 17:19:02,930 - pyskl - INFO - Epoch [50][3400/7492] lr: 3.775e-02, eta: 4 days, 13:26:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4853, loss_cls: 8.3262, loss: 8.3262 2025-08-14 17:19:55,493 - pyskl - INFO - Epoch [50][3500/7492] lr: 3.774e-02, eta: 4 days, 13:25:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4875, loss_cls: 8.3162, loss: 8.3162 2025-08-14 17:20:47,702 - pyskl - INFO - Epoch [50][3600/7492] lr: 3.773e-02, eta: 4 days, 13:25:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4934, loss_cls: 8.2814, loss: 8.2814 2025-08-14 17:21:39,750 - pyskl - INFO - Epoch [50][3700/7492] lr: 3.773e-02, eta: 4 days, 13:24:11, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 8.3614, loss: 8.3614 2025-08-14 17:22:31,705 - pyskl - INFO - Epoch [50][3800/7492] lr: 3.772e-02, eta: 4 days, 13:23:18, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4741, loss_cls: 8.3193, loss: 8.3193 2025-08-14 17:23:23,721 - pyskl - INFO - Epoch [50][3900/7492] lr: 3.772e-02, eta: 4 days, 13:22:25, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4825, loss_cls: 8.1851, loss: 8.1851 2025-08-14 17:24:15,637 - pyskl - INFO - Epoch [50][4000/7492] lr: 3.771e-02, eta: 4 days, 13:21:32, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4834, loss_cls: 8.2253, loss: 8.2253 2025-08-14 17:25:07,667 - pyskl - INFO - Epoch [50][4100/7492] lr: 3.770e-02, eta: 4 days, 13:20:39, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4903, loss_cls: 8.2219, loss: 8.2219 2025-08-14 17:25:59,595 - pyskl - INFO - Epoch [50][4200/7492] lr: 3.770e-02, eta: 4 days, 13:19:46, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.4744, loss_cls: 8.2685, loss: 8.2685 2025-08-14 17:26:51,543 - pyskl - INFO - Epoch [50][4300/7492] lr: 3.769e-02, eta: 4 days, 13:18:53, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2366, top5_acc: 0.4772, loss_cls: 8.2818, loss: 8.2818 2025-08-14 17:27:43,592 - pyskl - INFO - Epoch [50][4400/7492] lr: 3.769e-02, eta: 4 days, 13:18:01, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4791, loss_cls: 8.2542, loss: 8.2542 2025-08-14 17:28:35,500 - pyskl - INFO - Epoch [50][4500/7492] lr: 3.768e-02, eta: 4 days, 13:17:07, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4866, loss_cls: 8.2692, loss: 8.2692 2025-08-14 17:29:27,672 - pyskl - INFO - Epoch [50][4600/7492] lr: 3.767e-02, eta: 4 days, 13:16:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.4966, loss_cls: 8.2388, loss: 8.2388 2025-08-14 17:30:19,782 - pyskl - INFO - Epoch [50][4700/7492] lr: 3.767e-02, eta: 4 days, 13:15:22, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4784, loss_cls: 8.3335, loss: 8.3335 2025-08-14 17:31:11,673 - pyskl - INFO - Epoch [50][4800/7492] lr: 3.766e-02, eta: 4 days, 13:14:29, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4972, loss_cls: 8.2082, loss: 8.2082 2025-08-14 17:32:03,666 - pyskl - INFO - Epoch [50][4900/7492] lr: 3.766e-02, eta: 4 days, 13:13:36, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4831, loss_cls: 8.3424, loss: 8.3424 2025-08-14 17:32:55,639 - pyskl - INFO - Epoch [50][5000/7492] lr: 3.765e-02, eta: 4 days, 13:12:43, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4838, loss_cls: 8.2574, loss: 8.2574 2025-08-14 17:33:47,749 - pyskl - INFO - Epoch [50][5100/7492] lr: 3.764e-02, eta: 4 days, 13:11:50, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.4838, loss_cls: 8.3118, loss: 8.3118 2025-08-14 17:34:40,080 - pyskl - INFO - Epoch [50][5200/7492] lr: 3.764e-02, eta: 4 days, 13:10:58, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2300, top5_acc: 0.4731, loss_cls: 8.4543, loss: 8.4543 2025-08-14 17:35:32,178 - pyskl - INFO - Epoch [50][5300/7492] lr: 3.763e-02, eta: 4 days, 13:10:05, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4916, loss_cls: 8.2896, loss: 8.2896 2025-08-14 17:36:24,213 - pyskl - INFO - Epoch [50][5400/7492] lr: 3.763e-02, eta: 4 days, 13:09:13, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4772, loss_cls: 8.3259, loss: 8.3259 2025-08-14 17:37:16,475 - pyskl - INFO - Epoch [50][5500/7492] lr: 3.762e-02, eta: 4 days, 13:08:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4891, loss_cls: 8.2531, loss: 8.2531 2025-08-14 17:38:08,518 - pyskl - INFO - Epoch [50][5600/7492] lr: 3.761e-02, eta: 4 days, 13:07:27, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4834, loss_cls: 8.3695, loss: 8.3695 2025-08-14 17:39:00,667 - pyskl - INFO - Epoch [50][5700/7492] lr: 3.761e-02, eta: 4 days, 13:06:35, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4828, loss_cls: 8.3424, loss: 8.3424 2025-08-14 17:39:52,778 - pyskl - INFO - Epoch [50][5800/7492] lr: 3.760e-02, eta: 4 days, 13:05:42, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.4809, loss_cls: 8.2803, loss: 8.2803 2025-08-14 17:40:44,952 - pyskl - INFO - Epoch [50][5900/7492] lr: 3.760e-02, eta: 4 days, 13:04:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4766, loss_cls: 8.3251, loss: 8.3251 2025-08-14 17:41:37,353 - pyskl - INFO - Epoch [50][6000/7492] lr: 3.759e-02, eta: 4 days, 13:03:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4844, loss_cls: 8.3227, loss: 8.3227 2025-08-14 17:42:29,610 - pyskl - INFO - Epoch [50][6100/7492] lr: 3.758e-02, eta: 4 days, 13:03:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4906, loss_cls: 8.3211, loss: 8.3211 2025-08-14 17:43:21,812 - pyskl - INFO - Epoch [50][6200/7492] lr: 3.758e-02, eta: 4 days, 13:02:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4897, loss_cls: 8.2206, loss: 8.2206 2025-08-14 17:44:14,890 - pyskl - INFO - Epoch [50][6300/7492] lr: 3.757e-02, eta: 4 days, 13:01:22, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4844, loss_cls: 8.3565, loss: 8.3565 2025-08-14 17:45:07,353 - pyskl - INFO - Epoch [50][6400/7492] lr: 3.757e-02, eta: 4 days, 13:00:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.5012, loss_cls: 8.2504, loss: 8.2504 2025-08-14 17:46:00,008 - pyskl - INFO - Epoch [50][6500/7492] lr: 3.756e-02, eta: 4 days, 12:59:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4931, loss_cls: 8.2964, loss: 8.2964 2025-08-14 17:46:52,399 - pyskl - INFO - Epoch [50][6600/7492] lr: 3.755e-02, eta: 4 days, 12:58:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4838, loss_cls: 8.2770, loss: 8.2770 2025-08-14 17:47:45,035 - pyskl - INFO - Epoch [50][6700/7492] lr: 3.755e-02, eta: 4 days, 12:57:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4816, loss_cls: 8.3387, loss: 8.3387 2025-08-14 17:48:37,638 - pyskl - INFO - Epoch [50][6800/7492] lr: 3.754e-02, eta: 4 days, 12:57:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2313, top5_acc: 0.4856, loss_cls: 8.3096, loss: 8.3096 2025-08-14 17:49:30,391 - pyskl - INFO - Epoch [50][6900/7492] lr: 3.754e-02, eta: 4 days, 12:56:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4859, loss_cls: 8.2859, loss: 8.2859 2025-08-14 17:50:22,936 - pyskl - INFO - Epoch [50][7000/7492] lr: 3.753e-02, eta: 4 days, 12:55:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4863, loss_cls: 8.3093, loss: 8.3093 2025-08-14 17:51:15,420 - pyskl - INFO - Epoch [50][7100/7492] lr: 3.752e-02, eta: 4 days, 12:54:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4956, loss_cls: 8.2651, loss: 8.2651 2025-08-14 17:52:08,052 - pyskl - INFO - Epoch [50][7200/7492] lr: 3.752e-02, eta: 4 days, 12:53:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4984, loss_cls: 8.2040, loss: 8.2040 2025-08-14 17:53:00,740 - pyskl - INFO - Epoch [50][7300/7492] lr: 3.751e-02, eta: 4 days, 12:52:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2288, top5_acc: 0.4672, loss_cls: 8.3637, loss: 8.3637 2025-08-14 17:53:53,496 - pyskl - INFO - Epoch [50][7400/7492] lr: 3.751e-02, eta: 4 days, 12:51:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2334, top5_acc: 0.4713, loss_cls: 8.3790, loss: 8.3790 2025-08-14 17:54:43,002 - pyskl - INFO - Saving checkpoint at 50 epochs 2025-08-14 18:21:34,393 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 18:21:35,130 - pyskl - INFO - top1_acc 0.1994 top5_acc 0.4187 2025-08-14 18:21:35,130 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 18:21:35,169 - pyskl - INFO - mean_acc 0.1993 2025-08-14 18:21:35,183 - pyskl - INFO - Epoch(val) [50][617] top1_acc: 0.1994, top5_acc: 0.4187, mean_class_accuracy: 0.1993 2025-08-14 18:22:57,354 - pyskl - INFO - Epoch [51][100/7492] lr: 3.749e-02, eta: 4 days, 12:49:36, time: 0.822, data_time: 0.293, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4800, loss_cls: 8.4200, loss: 8.4200 2025-08-14 18:23:49,984 - pyskl - INFO - Epoch [51][200/7492] lr: 3.749e-02, eta: 4 days, 12:48:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.4969, loss_cls: 8.1949, loss: 8.1949 2025-08-14 18:24:42,585 - pyskl - INFO - Epoch [51][300/7492] lr: 3.748e-02, eta: 4 days, 12:47:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4869, loss_cls: 8.3056, loss: 8.3056 2025-08-14 18:25:34,717 - pyskl - INFO - Epoch [51][400/7492] lr: 3.748e-02, eta: 4 days, 12:47:00, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4928, loss_cls: 8.3079, loss: 8.3079 2025-08-14 18:26:27,186 - pyskl - INFO - Epoch [51][500/7492] lr: 3.747e-02, eta: 4 days, 12:46:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4831, loss_cls: 8.2365, loss: 8.2365 2025-08-14 18:27:19,691 - pyskl - INFO - Epoch [51][600/7492] lr: 3.746e-02, eta: 4 days, 12:45:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.5103, loss_cls: 8.1937, loss: 8.1937 2025-08-14 18:28:12,343 - pyskl - INFO - Epoch [51][700/7492] lr: 3.746e-02, eta: 4 days, 12:44:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.4906, loss_cls: 8.2280, loss: 8.2280 2025-08-14 18:29:04,939 - pyskl - INFO - Epoch [51][800/7492] lr: 3.745e-02, eta: 4 days, 12:43:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4947, loss_cls: 8.2863, loss: 8.2863 2025-08-14 18:29:57,495 - pyskl - INFO - Epoch [51][900/7492] lr: 3.745e-02, eta: 4 days, 12:42:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4891, loss_cls: 8.3059, loss: 8.3059 2025-08-14 18:30:50,145 - pyskl - INFO - Epoch [51][1000/7492] lr: 3.744e-02, eta: 4 days, 12:41:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4947, loss_cls: 8.3172, loss: 8.3172 2025-08-14 18:31:42,755 - pyskl - INFO - Epoch [51][1100/7492] lr: 3.743e-02, eta: 4 days, 12:40:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.4969, loss_cls: 8.2049, loss: 8.2049 2025-08-14 18:32:35,436 - pyskl - INFO - Epoch [51][1200/7492] lr: 3.743e-02, eta: 4 days, 12:40:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4928, loss_cls: 8.2897, loss: 8.2897 2025-08-14 18:33:28,160 - pyskl - INFO - Epoch [51][1300/7492] lr: 3.742e-02, eta: 4 days, 12:39:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4797, loss_cls: 8.3572, loss: 8.3572 2025-08-14 18:34:20,792 - pyskl - INFO - Epoch [51][1400/7492] lr: 3.742e-02, eta: 4 days, 12:38:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4831, loss_cls: 8.3588, loss: 8.3588 2025-08-14 18:35:13,084 - pyskl - INFO - Epoch [51][1500/7492] lr: 3.741e-02, eta: 4 days, 12:37:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.5091, loss_cls: 8.1340, loss: 8.1340 2025-08-14 18:36:05,847 - pyskl - INFO - Epoch [51][1600/7492] lr: 3.740e-02, eta: 4 days, 12:36:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4750, loss_cls: 8.3090, loss: 8.3090 2025-08-14 18:36:58,529 - pyskl - INFO - Epoch [51][1700/7492] lr: 3.740e-02, eta: 4 days, 12:35:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4797, loss_cls: 8.2744, loss: 8.2744 2025-08-14 18:37:51,130 - pyskl - INFO - Epoch [51][1800/7492] lr: 3.739e-02, eta: 4 days, 12:34:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.5019, loss_cls: 8.2618, loss: 8.2618 2025-08-14 18:38:43,570 - pyskl - INFO - Epoch [51][1900/7492] lr: 3.738e-02, eta: 4 days, 12:34:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4997, loss_cls: 8.2264, loss: 8.2264 2025-08-14 18:39:36,466 - pyskl - INFO - Epoch [51][2000/7492] lr: 3.738e-02, eta: 4 days, 12:33:13, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4747, loss_cls: 8.3463, loss: 8.3463 2025-08-14 18:40:29,116 - pyskl - INFO - Epoch [51][2100/7492] lr: 3.737e-02, eta: 4 days, 12:32:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4866, loss_cls: 8.2540, loss: 8.2540 2025-08-14 18:41:21,668 - pyskl - INFO - Epoch [51][2200/7492] lr: 3.737e-02, eta: 4 days, 12:31:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4847, loss_cls: 8.3039, loss: 8.3039 2025-08-14 18:42:14,642 - pyskl - INFO - Epoch [51][2300/7492] lr: 3.736e-02, eta: 4 days, 12:30:39, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4928, loss_cls: 8.3167, loss: 8.3167 2025-08-14 18:43:07,508 - pyskl - INFO - Epoch [51][2400/7492] lr: 3.735e-02, eta: 4 days, 12:29:47, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4722, loss_cls: 8.3134, loss: 8.3134 2025-08-14 18:44:00,447 - pyskl - INFO - Epoch [51][2500/7492] lr: 3.735e-02, eta: 4 days, 12:28:56, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.4981, loss_cls: 8.2437, loss: 8.2437 2025-08-14 18:44:53,223 - pyskl - INFO - Epoch [51][2600/7492] lr: 3.734e-02, eta: 4 days, 12:28:05, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4778, loss_cls: 8.2503, loss: 8.2503 2025-08-14 18:45:45,938 - pyskl - INFO - Epoch [51][2700/7492] lr: 3.734e-02, eta: 4 days, 12:27:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2291, top5_acc: 0.4728, loss_cls: 8.4160, loss: 8.4160 2025-08-14 18:46:38,520 - pyskl - INFO - Epoch [51][2800/7492] lr: 3.733e-02, eta: 4 days, 12:26:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4741, loss_cls: 8.3352, loss: 8.3352 2025-08-14 18:47:31,143 - pyskl - INFO - Epoch [51][2900/7492] lr: 3.732e-02, eta: 4 days, 12:25:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4725, loss_cls: 8.3152, loss: 8.3152 2025-08-14 18:48:23,883 - pyskl - INFO - Epoch [51][3000/7492] lr: 3.732e-02, eta: 4 days, 12:24:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4850, loss_cls: 8.2447, loss: 8.2447 2025-08-14 18:49:16,499 - pyskl - INFO - Epoch [51][3100/7492] lr: 3.731e-02, eta: 4 days, 12:23:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4791, loss_cls: 8.2978, loss: 8.2978 2025-08-14 18:50:09,093 - pyskl - INFO - Epoch [51][3200/7492] lr: 3.731e-02, eta: 4 days, 12:22:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2216, top5_acc: 0.4713, loss_cls: 8.3639, loss: 8.3639 2025-08-14 18:51:01,916 - pyskl - INFO - Epoch [51][3300/7492] lr: 3.730e-02, eta: 4 days, 12:22:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4825, loss_cls: 8.2941, loss: 8.2941 2025-08-14 18:51:54,562 - pyskl - INFO - Epoch [51][3400/7492] lr: 3.729e-02, eta: 4 days, 12:21:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2247, top5_acc: 0.4709, loss_cls: 8.4039, loss: 8.4039 2025-08-14 18:52:47,236 - pyskl - INFO - Epoch [51][3500/7492] lr: 3.729e-02, eta: 4 days, 12:20:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4759, loss_cls: 8.3442, loss: 8.3442 2025-08-14 18:53:40,153 - pyskl - INFO - Epoch [51][3600/7492] lr: 3.728e-02, eta: 4 days, 12:19:30, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4859, loss_cls: 8.2946, loss: 8.2946 2025-08-14 18:54:32,953 - pyskl - INFO - Epoch [51][3700/7492] lr: 3.728e-02, eta: 4 days, 12:18:38, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4869, loss_cls: 8.2682, loss: 8.2682 2025-08-14 18:55:25,855 - pyskl - INFO - Epoch [51][3800/7492] lr: 3.727e-02, eta: 4 days, 12:17:47, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.4769, loss_cls: 8.3251, loss: 8.3251 2025-08-14 18:56:18,494 - pyskl - INFO - Epoch [51][3900/7492] lr: 3.726e-02, eta: 4 days, 12:16:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4925, loss_cls: 8.2651, loss: 8.2651 2025-08-14 18:57:11,052 - pyskl - INFO - Epoch [51][4000/7492] lr: 3.726e-02, eta: 4 days, 12:16:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4859, loss_cls: 8.3504, loss: 8.3504 2025-08-14 18:58:03,656 - pyskl - INFO - Epoch [51][4100/7492] lr: 3.725e-02, eta: 4 days, 12:15:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4897, loss_cls: 8.2645, loss: 8.2645 2025-08-14 18:58:56,363 - pyskl - INFO - Epoch [51][4200/7492] lr: 3.725e-02, eta: 4 days, 12:14:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.5003, loss_cls: 8.1850, loss: 8.1850 2025-08-14 18:59:48,925 - pyskl - INFO - Epoch [51][4300/7492] lr: 3.724e-02, eta: 4 days, 12:13:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.4978, loss_cls: 8.2273, loss: 8.2273 2025-08-14 19:00:41,318 - pyskl - INFO - Epoch [51][4400/7492] lr: 3.723e-02, eta: 4 days, 12:12:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4866, loss_cls: 8.2936, loss: 8.2936 2025-08-14 19:01:34,040 - pyskl - INFO - Epoch [51][4500/7492] lr: 3.723e-02, eta: 4 days, 12:11:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.4906, loss_cls: 8.2714, loss: 8.2714 2025-08-14 19:02:26,439 - pyskl - INFO - Epoch [51][4600/7492] lr: 3.722e-02, eta: 4 days, 12:10:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4775, loss_cls: 8.4436, loss: 8.4436 2025-08-14 19:03:19,354 - pyskl - INFO - Epoch [51][4700/7492] lr: 3.721e-02, eta: 4 days, 12:10:02, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4738, loss_cls: 8.3745, loss: 8.3745 2025-08-14 19:04:11,945 - pyskl - INFO - Epoch [51][4800/7492] lr: 3.721e-02, eta: 4 days, 12:09:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4975, loss_cls: 8.2197, loss: 8.2197 2025-08-14 19:05:04,461 - pyskl - INFO - Epoch [51][4900/7492] lr: 3.720e-02, eta: 4 days, 12:08:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.4884, loss_cls: 8.2087, loss: 8.2087 2025-08-14 19:05:57,128 - pyskl - INFO - Epoch [51][5000/7492] lr: 3.720e-02, eta: 4 days, 12:07:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4825, loss_cls: 8.3154, loss: 8.3154 2025-08-14 19:06:49,803 - pyskl - INFO - Epoch [51][5100/7492] lr: 3.719e-02, eta: 4 days, 12:06:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4953, loss_cls: 8.3377, loss: 8.3377 2025-08-14 19:07:42,465 - pyskl - INFO - Epoch [51][5200/7492] lr: 3.718e-02, eta: 4 days, 12:05:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.4928, loss_cls: 8.2761, loss: 8.2761 2025-08-14 19:08:35,003 - pyskl - INFO - Epoch [51][5300/7492] lr: 3.718e-02, eta: 4 days, 12:04:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4766, loss_cls: 8.2635, loss: 8.2635 2025-08-14 19:09:27,534 - pyskl - INFO - Epoch [51][5400/7492] lr: 3.717e-02, eta: 4 days, 12:04:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4906, loss_cls: 8.2700, loss: 8.2700 2025-08-14 19:10:19,980 - pyskl - INFO - Epoch [51][5500/7492] lr: 3.717e-02, eta: 4 days, 12:03:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4928, loss_cls: 8.3529, loss: 8.3529 2025-08-14 19:11:12,691 - pyskl - INFO - Epoch [51][5600/7492] lr: 3.716e-02, eta: 4 days, 12:02:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4859, loss_cls: 8.3683, loss: 8.3683 2025-08-14 19:12:05,107 - pyskl - INFO - Epoch [51][5700/7492] lr: 3.715e-02, eta: 4 days, 12:01:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4897, loss_cls: 8.3087, loss: 8.3087 2025-08-14 19:12:57,744 - pyskl - INFO - Epoch [51][5800/7492] lr: 3.715e-02, eta: 4 days, 12:00:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4888, loss_cls: 8.2315, loss: 8.2315 2025-08-14 19:13:50,383 - pyskl - INFO - Epoch [51][5900/7492] lr: 3.714e-02, eta: 4 days, 11:59:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.4966, loss_cls: 8.2510, loss: 8.2510 2025-08-14 19:14:42,935 - pyskl - INFO - Epoch [51][6000/7492] lr: 3.714e-02, eta: 4 days, 11:58:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4809, loss_cls: 8.2638, loss: 8.2638 2025-08-14 19:15:35,680 - pyskl - INFO - Epoch [51][6100/7492] lr: 3.713e-02, eta: 4 days, 11:57:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4878, loss_cls: 8.2990, loss: 8.2990 2025-08-14 19:16:28,310 - pyskl - INFO - Epoch [51][6200/7492] lr: 3.712e-02, eta: 4 days, 11:57:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4922, loss_cls: 8.3326, loss: 8.3326 2025-08-14 19:17:20,796 - pyskl - INFO - Epoch [51][6300/7492] lr: 3.712e-02, eta: 4 days, 11:56:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5075, loss_cls: 8.2155, loss: 8.2155 2025-08-14 19:18:13,106 - pyskl - INFO - Epoch [51][6400/7492] lr: 3.711e-02, eta: 4 days, 11:55:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.5022, loss_cls: 8.1625, loss: 8.1625 2025-08-14 19:19:06,136 - pyskl - INFO - Epoch [51][6500/7492] lr: 3.710e-02, eta: 4 days, 11:54:31, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 8.2687, loss: 8.2687 2025-08-14 19:19:58,475 - pyskl - INFO - Epoch [51][6600/7492] lr: 3.710e-02, eta: 4 days, 11:53:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4856, loss_cls: 8.2723, loss: 8.2723 2025-08-14 19:20:51,002 - pyskl - INFO - Epoch [51][6700/7492] lr: 3.709e-02, eta: 4 days, 11:52:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4906, loss_cls: 8.2707, loss: 8.2707 2025-08-14 19:21:43,346 - pyskl - INFO - Epoch [51][6800/7492] lr: 3.709e-02, eta: 4 days, 11:51:54, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4850, loss_cls: 8.2512, loss: 8.2512 2025-08-14 19:22:36,275 - pyskl - INFO - Epoch [51][6900/7492] lr: 3.708e-02, eta: 4 days, 11:51:03, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4788, loss_cls: 8.3172, loss: 8.3172 2025-08-14 19:23:28,590 - pyskl - INFO - Epoch [51][7000/7492] lr: 3.707e-02, eta: 4 days, 11:50:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4925, loss_cls: 8.2731, loss: 8.2731 2025-08-14 19:24:21,396 - pyskl - INFO - Epoch [51][7100/7492] lr: 3.707e-02, eta: 4 days, 11:49:20, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4838, loss_cls: 8.3298, loss: 8.3298 2025-08-14 19:25:14,013 - pyskl - INFO - Epoch [51][7200/7492] lr: 3.706e-02, eta: 4 days, 11:48:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4891, loss_cls: 8.2964, loss: 8.2964 2025-08-14 19:26:06,459 - pyskl - INFO - Epoch [51][7300/7492] lr: 3.706e-02, eta: 4 days, 11:47:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4872, loss_cls: 8.3412, loss: 8.3412 2025-08-14 19:26:58,929 - pyskl - INFO - Epoch [51][7400/7492] lr: 3.705e-02, eta: 4 days, 11:46:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4894, loss_cls: 8.1880, loss: 8.1880 2025-08-14 19:27:48,306 - pyskl - INFO - Saving checkpoint at 51 epochs 2025-08-14 19:28:44,229 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 19:28:44,967 - pyskl - INFO - top1_acc 0.1905 top5_acc 0.4091 2025-08-14 19:28:44,967 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 19:28:45,027 - pyskl - INFO - mean_acc 0.1903 2025-08-14 19:28:45,041 - pyskl - INFO - Epoch(val) [51][617] top1_acc: 0.1905, top5_acc: 0.4091, mean_class_accuracy: 0.1903 2025-08-14 19:30:07,678 - pyskl - INFO - Epoch [52][100/7492] lr: 3.704e-02, eta: 4 days, 11:44:29, time: 0.826, data_time: 0.303, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4913, loss_cls: 8.3220, loss: 8.3220 2025-08-14 19:31:00,785 - pyskl - INFO - Epoch [52][200/7492] lr: 3.703e-02, eta: 4 days, 11:43:38, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4991, loss_cls: 8.2202, loss: 8.2202 2025-08-14 19:31:53,123 - pyskl - INFO - Epoch [52][300/7492] lr: 3.703e-02, eta: 4 days, 11:42:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4891, loss_cls: 8.2908, loss: 8.2908 2025-08-14 19:32:45,507 - pyskl - INFO - Epoch [52][400/7492] lr: 3.702e-02, eta: 4 days, 11:41:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4938, loss_cls: 8.3248, loss: 8.3248 2025-08-14 19:33:37,930 - pyskl - INFO - Epoch [52][500/7492] lr: 3.701e-02, eta: 4 days, 11:41:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4803, loss_cls: 8.2146, loss: 8.2146 2025-08-14 19:34:30,241 - pyskl - INFO - Epoch [52][600/7492] lr: 3.701e-02, eta: 4 days, 11:40:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4963, loss_cls: 8.1559, loss: 8.1559 2025-08-14 19:35:22,367 - pyskl - INFO - Epoch [52][700/7492] lr: 3.700e-02, eta: 4 days, 11:39:17, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5000, loss_cls: 8.1781, loss: 8.1781 2025-08-14 19:36:14,671 - pyskl - INFO - Epoch [52][800/7492] lr: 3.699e-02, eta: 4 days, 11:38:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4741, loss_cls: 8.3595, loss: 8.3595 2025-08-14 19:37:07,051 - pyskl - INFO - Epoch [52][900/7492] lr: 3.699e-02, eta: 4 days, 11:37:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5094, loss_cls: 8.1826, loss: 8.1826 2025-08-14 19:37:59,441 - pyskl - INFO - Epoch [52][1000/7492] lr: 3.698e-02, eta: 4 days, 11:36:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5059, loss_cls: 8.2225, loss: 8.2225 2025-08-14 19:38:51,633 - pyskl - INFO - Epoch [52][1100/7492] lr: 3.698e-02, eta: 4 days, 11:35:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4981, loss_cls: 8.2621, loss: 8.2621 2025-08-14 19:39:44,322 - pyskl - INFO - Epoch [52][1200/7492] lr: 3.697e-02, eta: 4 days, 11:34:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4866, loss_cls: 8.1940, loss: 8.1940 2025-08-14 19:40:36,777 - pyskl - INFO - Epoch [52][1300/7492] lr: 3.696e-02, eta: 4 days, 11:34:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4969, loss_cls: 8.2362, loss: 8.2362 2025-08-14 19:41:29,245 - pyskl - INFO - Epoch [52][1400/7492] lr: 3.696e-02, eta: 4 days, 11:33:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5019, loss_cls: 8.1888, loss: 8.1888 2025-08-14 19:42:21,977 - pyskl - INFO - Epoch [52][1500/7492] lr: 3.695e-02, eta: 4 days, 11:32:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4703, loss_cls: 8.4262, loss: 8.4262 2025-08-14 19:43:14,361 - pyskl - INFO - Epoch [52][1600/7492] lr: 3.695e-02, eta: 4 days, 11:31:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4931, loss_cls: 8.2428, loss: 8.2428 2025-08-14 19:44:06,911 - pyskl - INFO - Epoch [52][1700/7492] lr: 3.694e-02, eta: 4 days, 11:30:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4938, loss_cls: 8.2524, loss: 8.2524 2025-08-14 19:45:00,160 - pyskl - INFO - Epoch [52][1800/7492] lr: 3.693e-02, eta: 4 days, 11:29:46, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4969, loss_cls: 8.2048, loss: 8.2048 2025-08-14 19:45:52,903 - pyskl - INFO - Epoch [52][1900/7492] lr: 3.693e-02, eta: 4 days, 11:28:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.4931, loss_cls: 8.2674, loss: 8.2674 2025-08-14 19:46:45,571 - pyskl - INFO - Epoch [52][2000/7492] lr: 3.692e-02, eta: 4 days, 11:28:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5034, loss_cls: 8.2340, loss: 8.2340 2025-08-14 19:47:37,986 - pyskl - INFO - Epoch [52][2100/7492] lr: 3.692e-02, eta: 4 days, 11:27:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4763, loss_cls: 8.3349, loss: 8.3349 2025-08-14 19:48:30,127 - pyskl - INFO - Epoch [52][2200/7492] lr: 3.691e-02, eta: 4 days, 11:26:19, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4872, loss_cls: 8.2864, loss: 8.2864 2025-08-14 19:49:22,436 - pyskl - INFO - Epoch [52][2300/7492] lr: 3.690e-02, eta: 4 days, 11:25:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4788, loss_cls: 8.3137, loss: 8.3137 2025-08-14 19:50:14,583 - pyskl - INFO - Epoch [52][2400/7492] lr: 3.690e-02, eta: 4 days, 11:24:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4725, loss_cls: 8.3652, loss: 8.3652 2025-08-14 19:51:07,175 - pyskl - INFO - Epoch [52][2500/7492] lr: 3.689e-02, eta: 4 days, 11:23:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4903, loss_cls: 8.2388, loss: 8.2388 2025-08-14 19:51:59,846 - pyskl - INFO - Epoch [52][2600/7492] lr: 3.688e-02, eta: 4 days, 11:22:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4847, loss_cls: 8.2159, loss: 8.2159 2025-08-14 19:52:52,208 - pyskl - INFO - Epoch [52][2700/7492] lr: 3.688e-02, eta: 4 days, 11:21:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.4909, loss_cls: 8.3001, loss: 8.3001 2025-08-14 19:53:44,386 - pyskl - INFO - Epoch [52][2800/7492] lr: 3.687e-02, eta: 4 days, 11:21:06, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4838, loss_cls: 8.3264, loss: 8.3264 2025-08-14 19:54:36,777 - pyskl - INFO - Epoch [52][2900/7492] lr: 3.687e-02, eta: 4 days, 11:20:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4909, loss_cls: 8.2839, loss: 8.2839 2025-08-14 19:55:29,037 - pyskl - INFO - Epoch [52][3000/7492] lr: 3.686e-02, eta: 4 days, 11:19:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4788, loss_cls: 8.3557, loss: 8.3557 2025-08-14 19:56:21,661 - pyskl - INFO - Epoch [52][3100/7492] lr: 3.685e-02, eta: 4 days, 11:18:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4738, loss_cls: 8.4116, loss: 8.4116 2025-08-14 19:57:14,181 - pyskl - INFO - Epoch [52][3200/7492] lr: 3.685e-02, eta: 4 days, 11:17:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4922, loss_cls: 8.3322, loss: 8.3322 2025-08-14 19:58:06,736 - pyskl - INFO - Epoch [52][3300/7492] lr: 3.684e-02, eta: 4 days, 11:16:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4738, loss_cls: 8.3438, loss: 8.3438 2025-08-14 19:58:59,298 - pyskl - INFO - Epoch [52][3400/7492] lr: 3.684e-02, eta: 4 days, 11:15:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4953, loss_cls: 8.2205, loss: 8.2205 2025-08-14 19:59:51,792 - pyskl - INFO - Epoch [52][3500/7492] lr: 3.683e-02, eta: 4 days, 11:15:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4847, loss_cls: 8.3028, loss: 8.3028 2025-08-14 20:00:44,547 - pyskl - INFO - Epoch [52][3600/7492] lr: 3.682e-02, eta: 4 days, 11:14:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4872, loss_cls: 8.2366, loss: 8.2366 2025-08-14 20:01:37,412 - pyskl - INFO - Epoch [52][3700/7492] lr: 3.682e-02, eta: 4 days, 11:13:19, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4994, loss_cls: 8.2168, loss: 8.2168 2025-08-14 20:02:30,198 - pyskl - INFO - Epoch [52][3800/7492] lr: 3.681e-02, eta: 4 days, 11:12:28, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4884, loss_cls: 8.3090, loss: 8.3090 2025-08-14 20:03:22,772 - pyskl - INFO - Epoch [52][3900/7492] lr: 3.680e-02, eta: 4 days, 11:11:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4738, loss_cls: 8.3318, loss: 8.3318 2025-08-14 20:04:15,730 - pyskl - INFO - Epoch [52][4000/7492] lr: 3.680e-02, eta: 4 days, 11:10:45, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4856, loss_cls: 8.3283, loss: 8.3283 2025-08-14 20:05:08,302 - pyskl - INFO - Epoch [52][4100/7492] lr: 3.679e-02, eta: 4 days, 11:09:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.4866, loss_cls: 8.2325, loss: 8.2325 2025-08-14 20:06:00,934 - pyskl - INFO - Epoch [52][4200/7492] lr: 3.679e-02, eta: 4 days, 11:09:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4575, loss_cls: 8.4140, loss: 8.4140 2025-08-14 20:06:53,741 - pyskl - INFO - Epoch [52][4300/7492] lr: 3.678e-02, eta: 4 days, 11:08:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4819, loss_cls: 8.2406, loss: 8.2406 2025-08-14 20:07:46,351 - pyskl - INFO - Epoch [52][4400/7492] lr: 3.677e-02, eta: 4 days, 11:07:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4825, loss_cls: 8.2939, loss: 8.2939 2025-08-14 20:08:39,081 - pyskl - INFO - Epoch [52][4500/7492] lr: 3.677e-02, eta: 4 days, 11:06:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4794, loss_cls: 8.3181, loss: 8.3181 2025-08-14 20:09:31,499 - pyskl - INFO - Epoch [52][4600/7492] lr: 3.676e-02, eta: 4 days, 11:05:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4856, loss_cls: 8.2096, loss: 8.2096 2025-08-14 20:10:23,833 - pyskl - INFO - Epoch [52][4700/7492] lr: 3.676e-02, eta: 4 days, 11:04:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4859, loss_cls: 8.3249, loss: 8.3249 2025-08-14 20:11:16,616 - pyskl - INFO - Epoch [52][4800/7492] lr: 3.675e-02, eta: 4 days, 11:03:51, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4800, loss_cls: 8.3105, loss: 8.3105 2025-08-14 20:12:09,248 - pyskl - INFO - Epoch [52][4900/7492] lr: 3.674e-02, eta: 4 days, 11:03:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4894, loss_cls: 8.2407, loss: 8.2407 2025-08-14 20:13:01,649 - pyskl - INFO - Epoch [52][5000/7492] lr: 3.674e-02, eta: 4 days, 11:02:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.4978, loss_cls: 8.2579, loss: 8.2579 2025-08-14 20:13:54,100 - pyskl - INFO - Epoch [52][5100/7492] lr: 3.673e-02, eta: 4 days, 11:01:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.4978, loss_cls: 8.2397, loss: 8.2397 2025-08-14 20:14:46,691 - pyskl - INFO - Epoch [52][5200/7492] lr: 3.672e-02, eta: 4 days, 11:00:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4744, loss_cls: 8.3583, loss: 8.3583 2025-08-14 20:15:39,372 - pyskl - INFO - Epoch [52][5300/7492] lr: 3.672e-02, eta: 4 days, 10:59:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4725, loss_cls: 8.3152, loss: 8.3152 2025-08-14 20:16:31,709 - pyskl - INFO - Epoch [52][5400/7492] lr: 3.671e-02, eta: 4 days, 10:58:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.5009, loss_cls: 8.1773, loss: 8.1773 2025-08-14 20:17:24,247 - pyskl - INFO - Epoch [52][5500/7492] lr: 3.671e-02, eta: 4 days, 10:57:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2328, top5_acc: 0.4903, loss_cls: 8.2528, loss: 8.2528 2025-08-14 20:18:16,878 - pyskl - INFO - Epoch [52][5600/7492] lr: 3.670e-02, eta: 4 days, 10:56:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4775, loss_cls: 8.2705, loss: 8.2705 2025-08-14 20:19:09,378 - pyskl - INFO - Epoch [52][5700/7492] lr: 3.669e-02, eta: 4 days, 10:56:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4694, loss_cls: 8.3549, loss: 8.3549 2025-08-14 20:20:01,756 - pyskl - INFO - Epoch [52][5800/7492] lr: 3.669e-02, eta: 4 days, 10:55:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4906, loss_cls: 8.3369, loss: 8.3369 2025-08-14 20:20:54,510 - pyskl - INFO - Epoch [52][5900/7492] lr: 3.668e-02, eta: 4 days, 10:54:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5031, loss_cls: 8.2708, loss: 8.2708 2025-08-14 20:21:47,111 - pyskl - INFO - Epoch [52][6000/7492] lr: 3.667e-02, eta: 4 days, 10:53:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4781, loss_cls: 8.3603, loss: 8.3603 2025-08-14 20:22:39,767 - pyskl - INFO - Epoch [52][6100/7492] lr: 3.667e-02, eta: 4 days, 10:52:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4644, loss_cls: 8.3397, loss: 8.3397 2025-08-14 20:23:32,460 - pyskl - INFO - Epoch [52][6200/7492] lr: 3.666e-02, eta: 4 days, 10:51:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.4963, loss_cls: 8.2617, loss: 8.2617 2025-08-14 20:24:24,965 - pyskl - INFO - Epoch [52][6300/7492] lr: 3.666e-02, eta: 4 days, 10:50:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4900, loss_cls: 8.2631, loss: 8.2631 2025-08-14 20:25:17,499 - pyskl - INFO - Epoch [52][6400/7492] lr: 3.665e-02, eta: 4 days, 10:50:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4781, loss_cls: 8.3258, loss: 8.3258 2025-08-14 20:26:09,919 - pyskl - INFO - Epoch [52][6500/7492] lr: 3.664e-02, eta: 4 days, 10:49:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2272, top5_acc: 0.4872, loss_cls: 8.2975, loss: 8.2975 2025-08-14 20:27:02,381 - pyskl - INFO - Epoch [52][6600/7492] lr: 3.664e-02, eta: 4 days, 10:48:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4906, loss_cls: 8.2987, loss: 8.2987 2025-08-14 20:27:54,933 - pyskl - INFO - Epoch [52][6700/7492] lr: 3.663e-02, eta: 4 days, 10:47:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4822, loss_cls: 8.2439, loss: 8.2439 2025-08-14 20:28:47,595 - pyskl - INFO - Epoch [52][6800/7492] lr: 3.663e-02, eta: 4 days, 10:46:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.4994, loss_cls: 8.1500, loss: 8.1500 2025-08-14 20:29:39,731 - pyskl - INFO - Epoch [52][6900/7492] lr: 3.662e-02, eta: 4 days, 10:45:42, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4963, loss_cls: 8.2338, loss: 8.2338 2025-08-14 20:30:32,416 - pyskl - INFO - Epoch [52][7000/7492] lr: 3.661e-02, eta: 4 days, 10:44:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4991, loss_cls: 8.2544, loss: 8.2544 2025-08-14 20:31:24,940 - pyskl - INFO - Epoch [52][7100/7492] lr: 3.661e-02, eta: 4 days, 10:43:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4728, loss_cls: 8.3606, loss: 8.3606 2025-08-14 20:32:17,434 - pyskl - INFO - Epoch [52][7200/7492] lr: 3.660e-02, eta: 4 days, 10:43:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4681, loss_cls: 8.4127, loss: 8.4127 2025-08-14 20:33:09,958 - pyskl - INFO - Epoch [52][7300/7492] lr: 3.659e-02, eta: 4 days, 10:42:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4888, loss_cls: 8.3673, loss: 8.3673 2025-08-14 20:34:02,194 - pyskl - INFO - Epoch [52][7400/7492] lr: 3.659e-02, eta: 4 days, 10:41:22, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4928, loss_cls: 8.2408, loss: 8.2408 2025-08-14 20:34:51,315 - pyskl - INFO - Saving checkpoint at 52 epochs 2025-08-14 20:35:48,982 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 20:35:49,718 - pyskl - INFO - top1_acc 0.1978 top5_acc 0.4296 2025-08-14 20:35:49,718 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 20:35:49,759 - pyskl - INFO - mean_acc 0.1979 2025-08-14 20:35:49,773 - pyskl - INFO - Epoch(val) [52][617] top1_acc: 0.1978, top5_acc: 0.4296, mean_class_accuracy: 0.1979 2025-08-14 20:37:11,896 - pyskl - INFO - Epoch [53][100/7492] lr: 3.658e-02, eta: 4 days, 10:39:07, time: 0.821, data_time: 0.295, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5034, loss_cls: 8.1699, loss: 8.1699 2025-08-14 20:38:03,937 - pyskl - INFO - Epoch [53][200/7492] lr: 3.657e-02, eta: 4 days, 10:38:14, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.4975, loss_cls: 8.2401, loss: 8.2401 2025-08-14 20:38:56,269 - pyskl - INFO - Epoch [53][300/7492] lr: 3.656e-02, eta: 4 days, 10:37:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5169, loss_cls: 8.1499, loss: 8.1499 2025-08-14 20:39:48,872 - pyskl - INFO - Epoch [53][400/7492] lr: 3.656e-02, eta: 4 days, 10:36:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.4978, loss_cls: 8.1614, loss: 8.1614 2025-08-14 20:40:41,231 - pyskl - INFO - Epoch [53][500/7492] lr: 3.655e-02, eta: 4 days, 10:35:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4963, loss_cls: 8.1979, loss: 8.1979 2025-08-14 20:41:33,619 - pyskl - INFO - Epoch [53][600/7492] lr: 3.655e-02, eta: 4 days, 10:34:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4884, loss_cls: 8.2275, loss: 8.2275 2025-08-14 20:42:26,077 - pyskl - INFO - Epoch [53][700/7492] lr: 3.654e-02, eta: 4 days, 10:33:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.4941, loss_cls: 8.2237, loss: 8.2237 2025-08-14 20:43:18,651 - pyskl - INFO - Epoch [53][800/7492] lr: 3.653e-02, eta: 4 days, 10:33:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4969, loss_cls: 8.2485, loss: 8.2485 2025-08-14 20:44:11,141 - pyskl - INFO - Epoch [53][900/7492] lr: 3.653e-02, eta: 4 days, 10:32:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4928, loss_cls: 8.1918, loss: 8.1918 2025-08-14 20:45:03,629 - pyskl - INFO - Epoch [53][1000/7492] lr: 3.652e-02, eta: 4 days, 10:31:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4975, loss_cls: 8.1670, loss: 8.1670 2025-08-14 20:45:56,095 - pyskl - INFO - Epoch [53][1100/7492] lr: 3.651e-02, eta: 4 days, 10:30:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.4975, loss_cls: 8.2656, loss: 8.2656 2025-08-14 20:46:48,484 - pyskl - INFO - Epoch [53][1200/7492] lr: 3.651e-02, eta: 4 days, 10:29:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.5003, loss_cls: 8.2550, loss: 8.2550 2025-08-14 20:47:41,067 - pyskl - INFO - Epoch [53][1300/7492] lr: 3.650e-02, eta: 4 days, 10:28:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.4916, loss_cls: 8.2111, loss: 8.2111 2025-08-14 20:48:33,678 - pyskl - INFO - Epoch [53][1400/7492] lr: 3.650e-02, eta: 4 days, 10:27:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4994, loss_cls: 8.2135, loss: 8.2135 2025-08-14 20:49:26,394 - pyskl - INFO - Epoch [53][1500/7492] lr: 3.649e-02, eta: 4 days, 10:26:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4947, loss_cls: 8.2987, loss: 8.2987 2025-08-14 20:50:18,906 - pyskl - INFO - Epoch [53][1600/7492] lr: 3.648e-02, eta: 4 days, 10:26:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.4941, loss_cls: 8.2800, loss: 8.2800 2025-08-14 20:51:11,676 - pyskl - INFO - Epoch [53][1700/7492] lr: 3.648e-02, eta: 4 days, 10:25:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4959, loss_cls: 8.2159, loss: 8.2159 2025-08-14 20:52:04,650 - pyskl - INFO - Epoch [53][1800/7492] lr: 3.647e-02, eta: 4 days, 10:24:25, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4853, loss_cls: 8.2692, loss: 8.2692 2025-08-14 20:52:57,049 - pyskl - INFO - Epoch [53][1900/7492] lr: 3.646e-02, eta: 4 days, 10:23:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4831, loss_cls: 8.2692, loss: 8.2692 2025-08-14 20:53:49,649 - pyskl - INFO - Epoch [53][2000/7492] lr: 3.646e-02, eta: 4 days, 10:22:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4922, loss_cls: 8.2805, loss: 8.2805 2025-08-14 20:54:42,127 - pyskl - INFO - Epoch [53][2100/7492] lr: 3.645e-02, eta: 4 days, 10:21:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4944, loss_cls: 8.2890, loss: 8.2890 2025-08-14 20:55:34,810 - pyskl - INFO - Epoch [53][2200/7492] lr: 3.645e-02, eta: 4 days, 10:20:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.4969, loss_cls: 8.2339, loss: 8.2339 2025-08-14 20:56:27,652 - pyskl - INFO - Epoch [53][2300/7492] lr: 3.644e-02, eta: 4 days, 10:20:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4878, loss_cls: 8.2842, loss: 8.2842 2025-08-14 20:57:20,261 - pyskl - INFO - Epoch [53][2400/7492] lr: 3.643e-02, eta: 4 days, 10:19:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4850, loss_cls: 8.2544, loss: 8.2544 2025-08-14 20:58:12,613 - pyskl - INFO - Epoch [53][2500/7492] lr: 3.643e-02, eta: 4 days, 10:18:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4903, loss_cls: 8.1957, loss: 8.1957 2025-08-14 20:59:05,181 - pyskl - INFO - Epoch [53][2600/7492] lr: 3.642e-02, eta: 4 days, 10:17:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4953, loss_cls: 8.2652, loss: 8.2652 2025-08-14 20:59:57,689 - pyskl - INFO - Epoch [53][2700/7492] lr: 3.641e-02, eta: 4 days, 10:16:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4856, loss_cls: 8.2336, loss: 8.2336 2025-08-14 21:00:50,244 - pyskl - INFO - Epoch [53][2800/7492] lr: 3.641e-02, eta: 4 days, 10:15:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5034, loss_cls: 8.1800, loss: 8.1800 2025-08-14 21:01:42,658 - pyskl - INFO - Epoch [53][2900/7492] lr: 3.640e-02, eta: 4 days, 10:14:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.4847, loss_cls: 8.2848, loss: 8.2848 2025-08-14 21:02:35,103 - pyskl - INFO - Epoch [53][3000/7492] lr: 3.640e-02, eta: 4 days, 10:14:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4916, loss_cls: 8.2798, loss: 8.2798 2025-08-14 21:03:27,584 - pyskl - INFO - Epoch [53][3100/7492] lr: 3.639e-02, eta: 4 days, 10:13:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2309, top5_acc: 0.4894, loss_cls: 8.2617, loss: 8.2617 2025-08-14 21:04:20,090 - pyskl - INFO - Epoch [53][3200/7492] lr: 3.638e-02, eta: 4 days, 10:12:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4916, loss_cls: 8.2337, loss: 8.2337 2025-08-14 21:05:12,668 - pyskl - INFO - Epoch [53][3300/7492] lr: 3.638e-02, eta: 4 days, 10:11:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2338, top5_acc: 0.4784, loss_cls: 8.3371, loss: 8.3371 2025-08-14 21:06:05,639 - pyskl - INFO - Epoch [53][3400/7492] lr: 3.637e-02, eta: 4 days, 10:10:36, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4981, loss_cls: 8.1774, loss: 8.1774 2025-08-14 21:06:58,287 - pyskl - INFO - Epoch [53][3500/7492] lr: 3.637e-02, eta: 4 days, 10:09:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.4950, loss_cls: 8.2305, loss: 8.2305 2025-08-14 21:07:51,049 - pyskl - INFO - Epoch [53][3600/7492] lr: 3.636e-02, eta: 4 days, 10:08:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 8.2422, loss: 8.2422 2025-08-14 21:08:43,702 - pyskl - INFO - Epoch [53][3700/7492] lr: 3.635e-02, eta: 4 days, 10:08:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4816, loss_cls: 8.2547, loss: 8.2547 2025-08-14 21:09:36,484 - pyskl - INFO - Epoch [53][3800/7492] lr: 3.635e-02, eta: 4 days, 10:07:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.4938, loss_cls: 8.1950, loss: 8.1950 2025-08-14 21:10:29,718 - pyskl - INFO - Epoch [53][3900/7492] lr: 3.634e-02, eta: 4 days, 10:06:19, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4631, loss_cls: 8.3928, loss: 8.3928 2025-08-14 21:11:22,552 - pyskl - INFO - Epoch [53][4000/7492] lr: 3.633e-02, eta: 4 days, 10:05:28, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4906, loss_cls: 8.2076, loss: 8.2076 2025-08-14 21:12:15,438 - pyskl - INFO - Epoch [53][4100/7492] lr: 3.633e-02, eta: 4 days, 10:04:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4925, loss_cls: 8.2926, loss: 8.2926 2025-08-14 21:13:08,370 - pyskl - INFO - Epoch [53][4200/7492] lr: 3.632e-02, eta: 4 days, 10:03:45, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.5034, loss_cls: 8.2364, loss: 8.2364 2025-08-14 21:14:01,150 - pyskl - INFO - Epoch [53][4300/7492] lr: 3.632e-02, eta: 4 days, 10:02:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4838, loss_cls: 8.3098, loss: 8.3098 2025-08-14 21:14:54,016 - pyskl - INFO - Epoch [53][4400/7492] lr: 3.631e-02, eta: 4 days, 10:02:03, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.5009, loss_cls: 8.2015, loss: 8.2015 2025-08-14 21:15:47,000 - pyskl - INFO - Epoch [53][4500/7492] lr: 3.630e-02, eta: 4 days, 10:01:12, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4778, loss_cls: 8.3467, loss: 8.3467 2025-08-14 21:16:40,077 - pyskl - INFO - Epoch [53][4600/7492] lr: 3.630e-02, eta: 4 days, 10:00:21, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4859, loss_cls: 8.2065, loss: 8.2065 2025-08-14 21:17:32,933 - pyskl - INFO - Epoch [53][4700/7492] lr: 3.629e-02, eta: 4 days, 9:59:29, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4819, loss_cls: 8.3021, loss: 8.3021 2025-08-14 21:18:25,907 - pyskl - INFO - Epoch [53][4800/7492] lr: 3.628e-02, eta: 4 days, 9:58:38, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4847, loss_cls: 8.3268, loss: 8.3268 2025-08-14 21:19:18,644 - pyskl - INFO - Epoch [53][4900/7492] lr: 3.628e-02, eta: 4 days, 9:57:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4834, loss_cls: 8.3012, loss: 8.3012 2025-08-14 21:20:11,363 - pyskl - INFO - Epoch [53][5000/7492] lr: 3.627e-02, eta: 4 days, 9:56:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4963, loss_cls: 8.1560, loss: 8.1560 2025-08-14 21:21:04,116 - pyskl - INFO - Epoch [53][5100/7492] lr: 3.627e-02, eta: 4 days, 9:56:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2266, top5_acc: 0.4809, loss_cls: 8.4088, loss: 8.4088 2025-08-14 21:21:56,473 - pyskl - INFO - Epoch [53][5200/7492] lr: 3.626e-02, eta: 4 days, 9:55:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.5034, loss_cls: 8.1924, loss: 8.1924 2025-08-14 21:22:48,851 - pyskl - INFO - Epoch [53][5300/7492] lr: 3.625e-02, eta: 4 days, 9:54:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4841, loss_cls: 8.2648, loss: 8.2648 2025-08-14 21:23:41,181 - pyskl - INFO - Epoch [53][5400/7492] lr: 3.625e-02, eta: 4 days, 9:53:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4947, loss_cls: 8.2020, loss: 8.2020 2025-08-14 21:24:33,523 - pyskl - INFO - Epoch [53][5500/7492] lr: 3.624e-02, eta: 4 days, 9:52:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4947, loss_cls: 8.3651, loss: 8.3651 2025-08-14 21:25:26,281 - pyskl - INFO - Epoch [53][5600/7492] lr: 3.623e-02, eta: 4 days, 9:51:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.4863, loss_cls: 8.3513, loss: 8.3513 2025-08-14 21:26:18,845 - pyskl - INFO - Epoch [53][5700/7492] lr: 3.623e-02, eta: 4 days, 9:50:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4916, loss_cls: 8.2813, loss: 8.2813 2025-08-14 21:27:11,066 - pyskl - INFO - Epoch [53][5800/7492] lr: 3.622e-02, eta: 4 days, 9:49:59, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4934, loss_cls: 8.2922, loss: 8.2922 2025-08-14 21:28:03,544 - pyskl - INFO - Epoch [53][5900/7492] lr: 3.622e-02, eta: 4 days, 9:49:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.5000, loss_cls: 8.1948, loss: 8.1948 2025-08-14 21:28:56,118 - pyskl - INFO - Epoch [53][6000/7492] lr: 3.621e-02, eta: 4 days, 9:48:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4875, loss_cls: 8.2510, loss: 8.2510 2025-08-14 21:29:48,717 - pyskl - INFO - Epoch [53][6100/7492] lr: 3.620e-02, eta: 4 days, 9:47:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4831, loss_cls: 8.3216, loss: 8.3216 2025-08-14 21:30:41,328 - pyskl - INFO - Epoch [53][6200/7492] lr: 3.620e-02, eta: 4 days, 9:46:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2325, top5_acc: 0.4841, loss_cls: 8.2993, loss: 8.2993 2025-08-14 21:31:33,844 - pyskl - INFO - Epoch [53][6300/7492] lr: 3.619e-02, eta: 4 days, 9:45:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2297, top5_acc: 0.4813, loss_cls: 8.3354, loss: 8.3354 2025-08-14 21:32:26,568 - pyskl - INFO - Epoch [53][6400/7492] lr: 3.618e-02, eta: 4 days, 9:44:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4881, loss_cls: 8.2631, loss: 8.2631 2025-08-14 21:33:19,070 - pyskl - INFO - Epoch [53][6500/7492] lr: 3.618e-02, eta: 4 days, 9:43:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5006, loss_cls: 8.2003, loss: 8.2003 2025-08-14 21:34:11,697 - pyskl - INFO - Epoch [53][6600/7492] lr: 3.617e-02, eta: 4 days, 9:43:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4850, loss_cls: 8.3036, loss: 8.3036 2025-08-14 21:35:04,558 - pyskl - INFO - Epoch [53][6700/7492] lr: 3.617e-02, eta: 4 days, 9:42:14, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.4863, loss_cls: 8.3044, loss: 8.3044 2025-08-14 21:35:57,147 - pyskl - INFO - Epoch [53][6800/7492] lr: 3.616e-02, eta: 4 days, 9:41:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5081, loss_cls: 8.1652, loss: 8.1652 2025-08-14 21:36:49,637 - pyskl - INFO - Epoch [53][6900/7492] lr: 3.615e-02, eta: 4 days, 9:40:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4900, loss_cls: 8.2410, loss: 8.2410 2025-08-14 21:37:42,327 - pyskl - INFO - Epoch [53][7000/7492] lr: 3.615e-02, eta: 4 days, 9:39:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4800, loss_cls: 8.3378, loss: 8.3378 2025-08-14 21:38:34,999 - pyskl - INFO - Epoch [53][7100/7492] lr: 3.614e-02, eta: 4 days, 9:38:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2344, top5_acc: 0.4822, loss_cls: 8.3110, loss: 8.3110 2025-08-14 21:39:27,586 - pyskl - INFO - Epoch [53][7200/7492] lr: 3.613e-02, eta: 4 days, 9:37:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4919, loss_cls: 8.3095, loss: 8.3095 2025-08-14 21:40:19,974 - pyskl - INFO - Epoch [53][7300/7492] lr: 3.613e-02, eta: 4 days, 9:37:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5003, loss_cls: 8.2660, loss: 8.2660 2025-08-14 21:41:12,518 - pyskl - INFO - Epoch [53][7400/7492] lr: 3.612e-02, eta: 4 days, 9:36:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2381, top5_acc: 0.4969, loss_cls: 8.2593, loss: 8.2593 2025-08-14 21:42:01,794 - pyskl - INFO - Saving checkpoint at 53 epochs 2025-08-14 21:42:57,419 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 21:42:58,156 - pyskl - INFO - top1_acc 0.2009 top5_acc 0.4265 2025-08-14 21:42:58,157 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 21:42:58,193 - pyskl - INFO - mean_acc 0.2005 2025-08-14 21:42:58,205 - pyskl - INFO - Epoch(val) [53][617] top1_acc: 0.2009, top5_acc: 0.4265, mean_class_accuracy: 0.2005 2025-08-14 21:44:20,142 - pyskl - INFO - Epoch [54][100/7492] lr: 3.611e-02, eta: 4 days, 9:33:56, time: 0.819, data_time: 0.290, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4963, loss_cls: 8.2244, loss: 8.2244 2025-08-14 21:45:12,859 - pyskl - INFO - Epoch [54][200/7492] lr: 3.610e-02, eta: 4 days, 9:33:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5022, loss_cls: 8.2539, loss: 8.2539 2025-08-14 21:46:05,292 - pyskl - INFO - Epoch [54][300/7492] lr: 3.610e-02, eta: 4 days, 9:32:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4822, loss_cls: 8.2676, loss: 8.2676 2025-08-14 21:46:57,534 - pyskl - INFO - Epoch [54][400/7492] lr: 3.609e-02, eta: 4 days, 9:31:20, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4997, loss_cls: 8.1666, loss: 8.1666 2025-08-14 21:47:49,577 - pyskl - INFO - Epoch [54][500/7492] lr: 3.608e-02, eta: 4 days, 9:30:28, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4844, loss_cls: 8.2384, loss: 8.2384 2025-08-14 21:48:41,585 - pyskl - INFO - Epoch [54][600/7492] lr: 3.608e-02, eta: 4 days, 9:29:35, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4966, loss_cls: 8.2349, loss: 8.2349 2025-08-14 21:49:33,884 - pyskl - INFO - Epoch [54][700/7492] lr: 3.607e-02, eta: 4 days, 9:28:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.5000, loss_cls: 8.1868, loss: 8.1868 2025-08-14 21:50:26,330 - pyskl - INFO - Epoch [54][800/7492] lr: 3.607e-02, eta: 4 days, 9:27:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5022, loss_cls: 8.1931, loss: 8.1931 2025-08-14 21:51:18,463 - pyskl - INFO - Epoch [54][900/7492] lr: 3.606e-02, eta: 4 days, 9:26:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.5088, loss_cls: 8.3025, loss: 8.3025 2025-08-14 21:52:10,605 - pyskl - INFO - Epoch [54][1000/7492] lr: 3.605e-02, eta: 4 days, 9:26:05, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4916, loss_cls: 8.2187, loss: 8.2187 2025-08-14 21:53:03,119 - pyskl - INFO - Epoch [54][1100/7492] lr: 3.605e-02, eta: 4 days, 9:25:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4872, loss_cls: 8.2976, loss: 8.2976 2025-08-14 21:53:55,587 - pyskl - INFO - Epoch [54][1200/7492] lr: 3.604e-02, eta: 4 days, 9:24:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4959, loss_cls: 8.2111, loss: 8.2111 2025-08-14 21:54:48,080 - pyskl - INFO - Epoch [54][1300/7492] lr: 3.603e-02, eta: 4 days, 9:23:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4909, loss_cls: 8.2748, loss: 8.2748 2025-08-14 21:55:40,385 - pyskl - INFO - Epoch [54][1400/7492] lr: 3.603e-02, eta: 4 days, 9:22:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5091, loss_cls: 8.1575, loss: 8.1575 2025-08-14 21:56:33,466 - pyskl - INFO - Epoch [54][1500/7492] lr: 3.602e-02, eta: 4 days, 9:21:46, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4931, loss_cls: 8.2520, loss: 8.2520 2025-08-14 21:57:26,183 - pyskl - INFO - Epoch [54][1600/7492] lr: 3.602e-02, eta: 4 days, 9:20:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.4831, loss_cls: 8.3307, loss: 8.3307 2025-08-14 21:58:18,353 - pyskl - INFO - Epoch [54][1700/7492] lr: 3.601e-02, eta: 4 days, 9:20:02, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5062, loss_cls: 8.1569, loss: 8.1569 2025-08-14 21:59:10,583 - pyskl - INFO - Epoch [54][1800/7492] lr: 3.600e-02, eta: 4 days, 9:19:10, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4894, loss_cls: 8.3225, loss: 8.3225 2025-08-14 22:00:03,272 - pyskl - INFO - Epoch [54][1900/7492] lr: 3.600e-02, eta: 4 days, 9:18:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4734, loss_cls: 8.2878, loss: 8.2878 2025-08-14 22:00:55,820 - pyskl - INFO - Epoch [54][2000/7492] lr: 3.599e-02, eta: 4 days, 9:17:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4972, loss_cls: 8.3417, loss: 8.3417 2025-08-14 22:01:48,566 - pyskl - INFO - Epoch [54][2100/7492] lr: 3.598e-02, eta: 4 days, 9:16:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4959, loss_cls: 8.2136, loss: 8.2136 2025-08-14 22:02:41,131 - pyskl - INFO - Epoch [54][2200/7492] lr: 3.598e-02, eta: 4 days, 9:15:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.4988, loss_cls: 8.2369, loss: 8.2369 2025-08-14 22:03:33,965 - pyskl - INFO - Epoch [54][2300/7492] lr: 3.597e-02, eta: 4 days, 9:14:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5138, loss_cls: 8.1708, loss: 8.1708 2025-08-14 22:04:26,608 - pyskl - INFO - Epoch [54][2400/7492] lr: 3.597e-02, eta: 4 days, 9:14:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2341, top5_acc: 0.4816, loss_cls: 8.2805, loss: 8.2805 2025-08-14 22:05:19,294 - pyskl - INFO - Epoch [54][2500/7492] lr: 3.596e-02, eta: 4 days, 9:13:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4825, loss_cls: 8.3355, loss: 8.3355 2025-08-14 22:06:11,830 - pyskl - INFO - Epoch [54][2600/7492] lr: 3.595e-02, eta: 4 days, 9:12:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4816, loss_cls: 8.3493, loss: 8.3493 2025-08-14 22:07:04,757 - pyskl - INFO - Epoch [54][2700/7492] lr: 3.595e-02, eta: 4 days, 9:11:25, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2578, top5_acc: 0.4956, loss_cls: 8.2620, loss: 8.2620 2025-08-14 22:07:57,396 - pyskl - INFO - Epoch [54][2800/7492] lr: 3.594e-02, eta: 4 days, 9:10:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4941, loss_cls: 8.2040, loss: 8.2040 2025-08-14 22:08:49,825 - pyskl - INFO - Epoch [54][2900/7492] lr: 3.593e-02, eta: 4 days, 9:09:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2316, top5_acc: 0.4800, loss_cls: 8.3488, loss: 8.3488 2025-08-14 22:09:41,944 - pyskl - INFO - Epoch [54][3000/7492] lr: 3.593e-02, eta: 4 days, 9:08:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.4894, loss_cls: 8.2702, loss: 8.2702 2025-08-14 22:10:34,568 - pyskl - INFO - Epoch [54][3100/7492] lr: 3.592e-02, eta: 4 days, 9:07:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4853, loss_cls: 8.2608, loss: 8.2608 2025-08-14 22:11:27,102 - pyskl - INFO - Epoch [54][3200/7492] lr: 3.592e-02, eta: 4 days, 9:07:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5062, loss_cls: 8.2477, loss: 8.2477 2025-08-14 22:12:19,549 - pyskl - INFO - Epoch [54][3300/7492] lr: 3.591e-02, eta: 4 days, 9:06:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4913, loss_cls: 8.2089, loss: 8.2089 2025-08-14 22:13:12,486 - pyskl - INFO - Epoch [54][3400/7492] lr: 3.590e-02, eta: 4 days, 9:05:22, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4928, loss_cls: 8.2579, loss: 8.2579 2025-08-14 22:14:04,998 - pyskl - INFO - Epoch [54][3500/7492] lr: 3.590e-02, eta: 4 days, 9:04:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5053, loss_cls: 8.1681, loss: 8.1681 2025-08-14 22:14:57,497 - pyskl - INFO - Epoch [54][3600/7492] lr: 3.589e-02, eta: 4 days, 9:03:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4997, loss_cls: 8.2427, loss: 8.2427 2025-08-14 22:15:50,318 - pyskl - INFO - Epoch [54][3700/7492] lr: 3.588e-02, eta: 4 days, 9:02:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4834, loss_cls: 8.2823, loss: 8.2823 2025-08-14 22:16:43,060 - pyskl - INFO - Epoch [54][3800/7492] lr: 3.588e-02, eta: 4 days, 9:01:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4850, loss_cls: 8.3066, loss: 8.3066 2025-08-14 22:17:35,526 - pyskl - INFO - Epoch [54][3900/7492] lr: 3.587e-02, eta: 4 days, 9:01:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4900, loss_cls: 8.3300, loss: 8.3300 2025-08-14 22:18:28,175 - pyskl - INFO - Epoch [54][4000/7492] lr: 3.586e-02, eta: 4 days, 9:00:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4816, loss_cls: 8.3302, loss: 8.3302 2025-08-14 22:19:20,869 - pyskl - INFO - Epoch [54][4100/7492] lr: 3.586e-02, eta: 4 days, 8:59:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4938, loss_cls: 8.3107, loss: 8.3107 2025-08-14 22:20:13,467 - pyskl - INFO - Epoch [54][4200/7492] lr: 3.585e-02, eta: 4 days, 8:58:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4775, loss_cls: 8.3190, loss: 8.3190 2025-08-14 22:21:05,998 - pyskl - INFO - Epoch [54][4300/7492] lr: 3.585e-02, eta: 4 days, 8:57:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5053, loss_cls: 8.1282, loss: 8.1282 2025-08-14 22:21:58,587 - pyskl - INFO - Epoch [54][4400/7492] lr: 3.584e-02, eta: 4 days, 8:56:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4888, loss_cls: 8.3601, loss: 8.3601 2025-08-14 22:22:51,456 - pyskl - INFO - Epoch [54][4500/7492] lr: 3.583e-02, eta: 4 days, 8:55:53, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5009, loss_cls: 8.1840, loss: 8.1840 2025-08-14 22:23:44,133 - pyskl - INFO - Epoch [54][4600/7492] lr: 3.583e-02, eta: 4 days, 8:55:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4922, loss_cls: 8.2223, loss: 8.2223 2025-08-14 22:24:36,428 - pyskl - INFO - Epoch [54][4700/7492] lr: 3.582e-02, eta: 4 days, 8:54:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.4991, loss_cls: 8.2021, loss: 8.2021 2025-08-14 22:25:28,785 - pyskl - INFO - Epoch [54][4800/7492] lr: 3.581e-02, eta: 4 days, 8:53:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4900, loss_cls: 8.3038, loss: 8.3038 2025-08-14 22:26:21,672 - pyskl - INFO - Epoch [54][4900/7492] lr: 3.581e-02, eta: 4 days, 8:52:26, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4872, loss_cls: 8.2991, loss: 8.2991 2025-08-14 22:27:14,737 - pyskl - INFO - Epoch [54][5000/7492] lr: 3.580e-02, eta: 4 days, 8:51:35, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.4888, loss_cls: 8.2248, loss: 8.2248 2025-08-14 22:28:07,226 - pyskl - INFO - Epoch [54][5100/7492] lr: 3.580e-02, eta: 4 days, 8:50:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5053, loss_cls: 8.2259, loss: 8.2259 2025-08-14 22:29:00,500 - pyskl - INFO - Epoch [54][5200/7492] lr: 3.579e-02, eta: 4 days, 8:49:52, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.5000, loss_cls: 8.1819, loss: 8.1819 2025-08-14 22:29:53,105 - pyskl - INFO - Epoch [54][5300/7492] lr: 3.578e-02, eta: 4 days, 8:49:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4928, loss_cls: 8.3208, loss: 8.3208 2025-08-14 22:30:45,351 - pyskl - INFO - Epoch [54][5400/7492] lr: 3.578e-02, eta: 4 days, 8:48:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4913, loss_cls: 8.2636, loss: 8.2636 2025-08-14 22:31:37,728 - pyskl - INFO - Epoch [54][5500/7492] lr: 3.577e-02, eta: 4 days, 8:47:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.5038, loss_cls: 8.1926, loss: 8.1926 2025-08-14 22:32:30,800 - pyskl - INFO - Epoch [54][5600/7492] lr: 3.576e-02, eta: 4 days, 8:46:25, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2372, top5_acc: 0.4863, loss_cls: 8.2023, loss: 8.2023 2025-08-14 22:33:23,406 - pyskl - INFO - Epoch [54][5700/7492] lr: 3.576e-02, eta: 4 days, 8:45:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5041, loss_cls: 8.2273, loss: 8.2273 2025-08-14 22:34:15,894 - pyskl - INFO - Epoch [54][5800/7492] lr: 3.575e-02, eta: 4 days, 8:44:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2350, top5_acc: 0.4791, loss_cls: 8.4277, loss: 8.4277 2025-08-14 22:35:08,117 - pyskl - INFO - Epoch [54][5900/7492] lr: 3.575e-02, eta: 4 days, 8:43:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4891, loss_cls: 8.3055, loss: 8.3055 2025-08-14 22:36:00,490 - pyskl - INFO - Epoch [54][6000/7492] lr: 3.574e-02, eta: 4 days, 8:42:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4931, loss_cls: 8.2502, loss: 8.2502 2025-08-14 22:36:52,936 - pyskl - INFO - Epoch [54][6100/7492] lr: 3.573e-02, eta: 4 days, 8:42:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4959, loss_cls: 8.2087, loss: 8.2087 2025-08-14 22:37:45,473 - pyskl - INFO - Epoch [54][6200/7492] lr: 3.573e-02, eta: 4 days, 8:41:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4991, loss_cls: 8.2351, loss: 8.2351 2025-08-14 22:38:38,071 - pyskl - INFO - Epoch [54][6300/7492] lr: 3.572e-02, eta: 4 days, 8:40:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4856, loss_cls: 8.2604, loss: 8.2604 2025-08-14 22:39:30,595 - pyskl - INFO - Epoch [54][6400/7492] lr: 3.571e-02, eta: 4 days, 8:39:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2384, top5_acc: 0.4859, loss_cls: 8.2621, loss: 8.2621 2025-08-14 22:40:23,088 - pyskl - INFO - Epoch [54][6500/7492] lr: 3.571e-02, eta: 4 days, 8:38:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.4991, loss_cls: 8.1952, loss: 8.1952 2025-08-14 22:41:15,616 - pyskl - INFO - Epoch [54][6600/7492] lr: 3.570e-02, eta: 4 days, 8:37:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2347, top5_acc: 0.4878, loss_cls: 8.3259, loss: 8.3259 2025-08-14 22:42:08,409 - pyskl - INFO - Epoch [54][6700/7492] lr: 3.569e-02, eta: 4 days, 8:36:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4944, loss_cls: 8.2320, loss: 8.2320 2025-08-14 22:43:01,088 - pyskl - INFO - Epoch [54][6800/7492] lr: 3.569e-02, eta: 4 days, 8:36:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4972, loss_cls: 8.2203, loss: 8.2203 2025-08-14 22:43:53,593 - pyskl - INFO - Epoch [54][6900/7492] lr: 3.568e-02, eta: 4 days, 8:35:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4900, loss_cls: 8.2945, loss: 8.2945 2025-08-14 22:44:46,091 - pyskl - INFO - Epoch [54][7000/7492] lr: 3.568e-02, eta: 4 days, 8:34:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4916, loss_cls: 8.2849, loss: 8.2849 2025-08-14 22:45:38,807 - pyskl - INFO - Epoch [54][7100/7492] lr: 3.567e-02, eta: 4 days, 8:33:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4947, loss_cls: 8.2611, loss: 8.2611 2025-08-14 22:46:31,248 - pyskl - INFO - Epoch [54][7200/7492] lr: 3.566e-02, eta: 4 days, 8:32:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4903, loss_cls: 8.2315, loss: 8.2315 2025-08-14 22:47:23,769 - pyskl - INFO - Epoch [54][7300/7492] lr: 3.566e-02, eta: 4 days, 8:31:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4806, loss_cls: 8.3503, loss: 8.3503 2025-08-14 22:48:16,292 - pyskl - INFO - Epoch [54][7400/7492] lr: 3.565e-02, eta: 4 days, 8:30:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.5144, loss_cls: 8.1478, loss: 8.1478 2025-08-14 22:49:05,278 - pyskl - INFO - Saving checkpoint at 54 epochs 2025-08-14 22:50:01,048 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 22:50:01,798 - pyskl - INFO - top1_acc 0.2089 top5_acc 0.4348 2025-08-14 22:50:01,798 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 22:50:01,836 - pyskl - INFO - mean_acc 0.2087 2025-08-14 22:50:01,900 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_47.pth was removed 2025-08-14 22:50:02,970 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_54.pth. 2025-08-14 22:50:02,971 - pyskl - INFO - Best top1_acc is 0.2089 at 54 epoch. 2025-08-14 22:50:02,983 - pyskl - INFO - Epoch(val) [54][617] top1_acc: 0.2089, top5_acc: 0.4348, mean_class_accuracy: 0.2087 2025-08-14 22:51:24,868 - pyskl - INFO - Epoch [55][100/7492] lr: 3.564e-02, eta: 4 days, 8:28:37, time: 0.819, data_time: 0.292, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5094, loss_cls: 8.1884, loss: 8.1884 2025-08-14 22:52:17,346 - pyskl - INFO - Epoch [55][200/7492] lr: 3.563e-02, eta: 4 days, 8:27:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5156, loss_cls: 8.1622, loss: 8.1622 2025-08-14 22:53:09,905 - pyskl - INFO - Epoch [55][300/7492] lr: 3.563e-02, eta: 4 days, 8:26:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4856, loss_cls: 8.3008, loss: 8.3008 2025-08-14 22:54:02,454 - pyskl - INFO - Epoch [55][400/7492] lr: 3.562e-02, eta: 4 days, 8:26:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.5012, loss_cls: 8.1867, loss: 8.1867 2025-08-14 22:54:55,124 - pyskl - INFO - Epoch [55][500/7492] lr: 3.561e-02, eta: 4 days, 8:25:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.4984, loss_cls: 8.2648, loss: 8.2648 2025-08-14 22:55:47,465 - pyskl - INFO - Epoch [55][600/7492] lr: 3.561e-02, eta: 4 days, 8:24:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.4963, loss_cls: 8.2802, loss: 8.2802 2025-08-14 22:56:39,912 - pyskl - INFO - Epoch [55][700/7492] lr: 3.560e-02, eta: 4 days, 8:23:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5038, loss_cls: 8.1758, loss: 8.1758 2025-08-14 22:57:32,336 - pyskl - INFO - Epoch [55][800/7492] lr: 3.559e-02, eta: 4 days, 8:22:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4884, loss_cls: 8.1900, loss: 8.1900 2025-08-14 22:58:24,790 - pyskl - INFO - Epoch [55][900/7492] lr: 3.559e-02, eta: 4 days, 8:21:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4881, loss_cls: 8.2815, loss: 8.2815 2025-08-14 22:59:17,178 - pyskl - INFO - Epoch [55][1000/7492] lr: 3.558e-02, eta: 4 days, 8:20:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5006, loss_cls: 8.2866, loss: 8.2866 2025-08-14 23:00:10,103 - pyskl - INFO - Epoch [55][1100/7492] lr: 3.557e-02, eta: 4 days, 8:19:58, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4916, loss_cls: 8.2278, loss: 8.2278 2025-08-14 23:01:02,682 - pyskl - INFO - Epoch [55][1200/7492] lr: 3.557e-02, eta: 4 days, 8:19:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4972, loss_cls: 8.1842, loss: 8.1842 2025-08-14 23:01:55,099 - pyskl - INFO - Epoch [55][1300/7492] lr: 3.556e-02, eta: 4 days, 8:18:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5022, loss_cls: 8.1750, loss: 8.1750 2025-08-14 23:02:47,638 - pyskl - INFO - Epoch [55][1400/7492] lr: 3.556e-02, eta: 4 days, 8:17:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4903, loss_cls: 8.2650, loss: 8.2650 2025-08-14 23:03:40,604 - pyskl - INFO - Epoch [55][1500/7492] lr: 3.555e-02, eta: 4 days, 8:16:31, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.5000, loss_cls: 8.2785, loss: 8.2785 2025-08-14 23:04:33,318 - pyskl - INFO - Epoch [55][1600/7492] lr: 3.554e-02, eta: 4 days, 8:15:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4997, loss_cls: 8.2084, loss: 8.2084 2025-08-14 23:05:25,904 - pyskl - INFO - Epoch [55][1700/7492] lr: 3.554e-02, eta: 4 days, 8:14:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5191, loss_cls: 8.1880, loss: 8.1880 2025-08-14 23:06:18,473 - pyskl - INFO - Epoch [55][1800/7492] lr: 3.553e-02, eta: 4 days, 8:13:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4944, loss_cls: 8.2913, loss: 8.2913 2025-08-14 23:07:11,184 - pyskl - INFO - Epoch [55][1900/7492] lr: 3.552e-02, eta: 4 days, 8:13:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2306, top5_acc: 0.4763, loss_cls: 8.3598, loss: 8.3598 2025-08-14 23:08:03,386 - pyskl - INFO - Epoch [55][2000/7492] lr: 3.552e-02, eta: 4 days, 8:12:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4881, loss_cls: 8.1872, loss: 8.1872 2025-08-14 23:08:55,996 - pyskl - INFO - Epoch [55][2100/7492] lr: 3.551e-02, eta: 4 days, 8:11:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.4944, loss_cls: 8.2142, loss: 8.2142 2025-08-14 23:09:47,931 - pyskl - INFO - Epoch [55][2200/7492] lr: 3.551e-02, eta: 4 days, 8:10:27, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4997, loss_cls: 8.2128, loss: 8.2128 2025-08-14 23:10:40,592 - pyskl - INFO - Epoch [55][2300/7492] lr: 3.550e-02, eta: 4 days, 8:09:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4969, loss_cls: 8.2821, loss: 8.2821 2025-08-14 23:11:32,973 - pyskl - INFO - Epoch [55][2400/7492] lr: 3.549e-02, eta: 4 days, 8:08:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4903, loss_cls: 8.2973, loss: 8.2973 2025-08-14 23:12:25,588 - pyskl - INFO - Epoch [55][2500/7492] lr: 3.549e-02, eta: 4 days, 8:07:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4922, loss_cls: 8.1588, loss: 8.1588 2025-08-14 23:13:17,922 - pyskl - INFO - Epoch [55][2600/7492] lr: 3.548e-02, eta: 4 days, 8:06:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2359, top5_acc: 0.4884, loss_cls: 8.3393, loss: 8.3393 2025-08-14 23:14:10,712 - pyskl - INFO - Epoch [55][2700/7492] lr: 3.547e-02, eta: 4 days, 8:06:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4834, loss_cls: 8.2131, loss: 8.2131 2025-08-14 23:15:03,203 - pyskl - INFO - Epoch [55][2800/7492] lr: 3.547e-02, eta: 4 days, 8:05:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4872, loss_cls: 8.2824, loss: 8.2824 2025-08-14 23:15:55,771 - pyskl - INFO - Epoch [55][2900/7492] lr: 3.546e-02, eta: 4 days, 8:04:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.5003, loss_cls: 8.2083, loss: 8.2083 2025-08-14 23:16:48,423 - pyskl - INFO - Epoch [55][3000/7492] lr: 3.545e-02, eta: 4 days, 8:03:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.4956, loss_cls: 8.1875, loss: 8.1875 2025-08-14 23:17:41,083 - pyskl - INFO - Epoch [55][3100/7492] lr: 3.545e-02, eta: 4 days, 8:02:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4838, loss_cls: 8.2896, loss: 8.2896 2025-08-14 23:18:33,574 - pyskl - INFO - Epoch [55][3200/7492] lr: 3.544e-02, eta: 4 days, 8:01:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5066, loss_cls: 8.1837, loss: 8.1837 2025-08-14 23:19:26,317 - pyskl - INFO - Epoch [55][3300/7492] lr: 3.544e-02, eta: 4 days, 8:00:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.4931, loss_cls: 8.3256, loss: 8.3256 2025-08-14 23:20:19,285 - pyskl - INFO - Epoch [55][3400/7492] lr: 3.543e-02, eta: 4 days, 8:00:06, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4947, loss_cls: 8.2630, loss: 8.2630 2025-08-14 23:21:11,711 - pyskl - INFO - Epoch [55][3500/7492] lr: 3.542e-02, eta: 4 days, 7:59:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4959, loss_cls: 8.1894, loss: 8.1894 2025-08-14 23:22:04,269 - pyskl - INFO - Epoch [55][3600/7492] lr: 3.542e-02, eta: 4 days, 7:58:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4825, loss_cls: 8.3263, loss: 8.3263 2025-08-14 23:22:56,734 - pyskl - INFO - Epoch [55][3700/7492] lr: 3.541e-02, eta: 4 days, 7:57:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4769, loss_cls: 8.2675, loss: 8.2675 2025-08-14 23:23:49,181 - pyskl - INFO - Epoch [55][3800/7492] lr: 3.540e-02, eta: 4 days, 7:56:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4700, loss_cls: 8.4305, loss: 8.4305 2025-08-14 23:24:41,938 - pyskl - INFO - Epoch [55][3900/7492] lr: 3.540e-02, eta: 4 days, 7:55:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.4944, loss_cls: 8.3240, loss: 8.3240 2025-08-14 23:25:34,459 - pyskl - INFO - Epoch [55][4000/7492] lr: 3.539e-02, eta: 4 days, 7:54:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4919, loss_cls: 8.2509, loss: 8.2509 2025-08-14 23:26:27,041 - pyskl - INFO - Epoch [55][4100/7492] lr: 3.538e-02, eta: 4 days, 7:54:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.5022, loss_cls: 8.2312, loss: 8.2312 2025-08-14 23:27:19,677 - pyskl - INFO - Epoch [55][4200/7492] lr: 3.538e-02, eta: 4 days, 7:53:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2391, top5_acc: 0.4809, loss_cls: 8.2199, loss: 8.2199 2025-08-14 23:28:12,228 - pyskl - INFO - Epoch [55][4300/7492] lr: 3.537e-02, eta: 4 days, 7:52:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4941, loss_cls: 8.2902, loss: 8.2902 2025-08-14 23:29:04,602 - pyskl - INFO - Epoch [55][4400/7492] lr: 3.537e-02, eta: 4 days, 7:51:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.4944, loss_cls: 8.2046, loss: 8.2046 2025-08-14 23:29:57,225 - pyskl - INFO - Epoch [55][4500/7492] lr: 3.536e-02, eta: 4 days, 7:50:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2569, top5_acc: 0.4984, loss_cls: 8.2634, loss: 8.2634 2025-08-14 23:30:49,762 - pyskl - INFO - Epoch [55][4600/7492] lr: 3.535e-02, eta: 4 days, 7:49:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4978, loss_cls: 8.2499, loss: 8.2499 2025-08-14 23:31:42,439 - pyskl - INFO - Epoch [55][4700/7492] lr: 3.535e-02, eta: 4 days, 7:48:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4866, loss_cls: 8.2238, loss: 8.2238 2025-08-14 23:32:35,277 - pyskl - INFO - Epoch [55][4800/7492] lr: 3.534e-02, eta: 4 days, 7:48:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4847, loss_cls: 8.3439, loss: 8.3439 2025-08-14 23:33:28,290 - pyskl - INFO - Epoch [55][4900/7492] lr: 3.533e-02, eta: 4 days, 7:47:09, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5075, loss_cls: 8.1200, loss: 8.1200 2025-08-14 23:34:21,152 - pyskl - INFO - Epoch [55][5000/7492] lr: 3.533e-02, eta: 4 days, 7:46:18, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 8.2215, loss: 8.2215 2025-08-14 23:35:14,141 - pyskl - INFO - Epoch [55][5100/7492] lr: 3.532e-02, eta: 4 days, 7:45:27, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.4997, loss_cls: 8.1759, loss: 8.1759 2025-08-14 23:36:06,841 - pyskl - INFO - Epoch [55][5200/7492] lr: 3.531e-02, eta: 4 days, 7:44:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4894, loss_cls: 8.2899, loss: 8.2899 2025-08-14 23:36:59,361 - pyskl - INFO - Epoch [55][5300/7492] lr: 3.531e-02, eta: 4 days, 7:43:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2362, top5_acc: 0.4813, loss_cls: 8.2440, loss: 8.2440 2025-08-14 23:37:52,023 - pyskl - INFO - Epoch [55][5400/7492] lr: 3.530e-02, eta: 4 days, 7:42:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4847, loss_cls: 8.2227, loss: 8.2227 2025-08-14 23:38:44,482 - pyskl - INFO - Epoch [55][5500/7492] lr: 3.530e-02, eta: 4 days, 7:41:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4800, loss_cls: 8.3293, loss: 8.3293 2025-08-14 23:39:37,310 - pyskl - INFO - Epoch [55][5600/7492] lr: 3.529e-02, eta: 4 days, 7:41:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5019, loss_cls: 8.1549, loss: 8.1549 2025-08-14 23:40:29,468 - pyskl - INFO - Epoch [55][5700/7492] lr: 3.528e-02, eta: 4 days, 7:40:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.4959, loss_cls: 8.2234, loss: 8.2234 2025-08-14 23:41:21,930 - pyskl - INFO - Epoch [55][5800/7492] lr: 3.528e-02, eta: 4 days, 7:39:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2387, top5_acc: 0.4841, loss_cls: 8.2815, loss: 8.2815 2025-08-14 23:42:14,221 - pyskl - INFO - Epoch [55][5900/7492] lr: 3.527e-02, eta: 4 days, 7:38:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4791, loss_cls: 8.3512, loss: 8.3512 2025-08-14 23:43:06,675 - pyskl - INFO - Epoch [55][6000/7492] lr: 3.526e-02, eta: 4 days, 7:37:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4922, loss_cls: 8.2837, loss: 8.2837 2025-08-14 23:43:59,019 - pyskl - INFO - Epoch [55][6100/7492] lr: 3.526e-02, eta: 4 days, 7:36:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.4931, loss_cls: 8.2401, loss: 8.2401 2025-08-14 23:44:51,636 - pyskl - INFO - Epoch [55][6200/7492] lr: 3.525e-02, eta: 4 days, 7:35:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.5134, loss_cls: 8.0967, loss: 8.0967 2025-08-14 23:45:44,042 - pyskl - INFO - Epoch [55][6300/7492] lr: 3.524e-02, eta: 4 days, 7:35:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4975, loss_cls: 8.2233, loss: 8.2233 2025-08-14 23:46:36,539 - pyskl - INFO - Epoch [55][6400/7492] lr: 3.524e-02, eta: 4 days, 7:34:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5062, loss_cls: 8.2217, loss: 8.2217 2025-08-14 23:47:29,197 - pyskl - INFO - Epoch [55][6500/7492] lr: 3.523e-02, eta: 4 days, 7:33:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4944, loss_cls: 8.2713, loss: 8.2713 2025-08-14 23:48:21,946 - pyskl - INFO - Epoch [55][6600/7492] lr: 3.523e-02, eta: 4 days, 7:32:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4863, loss_cls: 8.2956, loss: 8.2956 2025-08-14 23:49:14,614 - pyskl - INFO - Epoch [55][6700/7492] lr: 3.522e-02, eta: 4 days, 7:31:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.4988, loss_cls: 8.1729, loss: 8.1729 2025-08-14 23:50:07,478 - pyskl - INFO - Epoch [55][6800/7492] lr: 3.521e-02, eta: 4 days, 7:30:45, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4900, loss_cls: 8.2801, loss: 8.2801 2025-08-14 23:51:00,147 - pyskl - INFO - Epoch [55][6900/7492] lr: 3.521e-02, eta: 4 days, 7:29:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4863, loss_cls: 8.2912, loss: 8.2912 2025-08-14 23:51:52,533 - pyskl - INFO - Epoch [55][7000/7492] lr: 3.520e-02, eta: 4 days, 7:29:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.4906, loss_cls: 8.1509, loss: 8.1509 2025-08-14 23:52:45,484 - pyskl - INFO - Epoch [55][7100/7492] lr: 3.519e-02, eta: 4 days, 7:28:10, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4850, loss_cls: 8.2414, loss: 8.2414 2025-08-14 23:53:38,014 - pyskl - INFO - Epoch [55][7200/7492] lr: 3.519e-02, eta: 4 days, 7:27:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4916, loss_cls: 8.3340, loss: 8.3340 2025-08-14 23:54:30,579 - pyskl - INFO - Epoch [55][7300/7492] lr: 3.518e-02, eta: 4 days, 7:26:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5144, loss_cls: 8.1567, loss: 8.1567 2025-08-14 23:55:23,182 - pyskl - INFO - Epoch [55][7400/7492] lr: 3.517e-02, eta: 4 days, 7:25:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2303, top5_acc: 0.4756, loss_cls: 8.3543, loss: 8.3543 2025-08-14 23:56:12,333 - pyskl - INFO - Saving checkpoint at 55 epochs 2025-08-14 23:57:06,987 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-14 23:57:07,721 - pyskl - INFO - top1_acc 0.2051 top5_acc 0.4257 2025-08-14 23:57:07,721 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-14 23:57:07,764 - pyskl - INFO - mean_acc 0.2051 2025-08-14 23:57:07,776 - pyskl - INFO - Epoch(val) [55][617] top1_acc: 0.2051, top5_acc: 0.4257, mean_class_accuracy: 0.2051 2025-08-14 23:58:29,719 - pyskl - INFO - Epoch [56][100/7492] lr: 3.516e-02, eta: 4 days, 7:23:22, time: 0.819, data_time: 0.296, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5022, loss_cls: 8.1268, loss: 8.1268 2025-08-14 23:59:22,410 - pyskl - INFO - Epoch [56][200/7492] lr: 3.516e-02, eta: 4 days, 7:22:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4956, loss_cls: 8.2396, loss: 8.2396 2025-08-15 00:00:14,795 - pyskl - INFO - Epoch [56][300/7492] lr: 3.515e-02, eta: 4 days, 7:21:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.5094, loss_cls: 8.2226, loss: 8.2226 2025-08-15 00:01:07,343 - pyskl - INFO - Epoch [56][400/7492] lr: 3.514e-02, eta: 4 days, 7:20:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4825, loss_cls: 8.2660, loss: 8.2660 2025-08-15 00:02:00,438 - pyskl - INFO - Epoch [56][500/7492] lr: 3.514e-02, eta: 4 days, 7:19:55, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4938, loss_cls: 8.1960, loss: 8.1960 2025-08-15 00:02:52,966 - pyskl - INFO - Epoch [56][600/7492] lr: 3.513e-02, eta: 4 days, 7:19:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.5012, loss_cls: 8.1675, loss: 8.1675 2025-08-15 00:03:45,063 - pyskl - INFO - Epoch [56][700/7492] lr: 3.512e-02, eta: 4 days, 7:18:11, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5006, loss_cls: 8.1887, loss: 8.1887 2025-08-15 00:04:37,077 - pyskl - INFO - Epoch [56][800/7492] lr: 3.512e-02, eta: 4 days, 7:17:18, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.4878, loss_cls: 8.1957, loss: 8.1957 2025-08-15 00:05:29,402 - pyskl - INFO - Epoch [56][900/7492] lr: 3.511e-02, eta: 4 days, 7:16:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4803, loss_cls: 8.2381, loss: 8.2381 2025-08-15 00:06:21,487 - pyskl - INFO - Epoch [56][1000/7492] lr: 3.510e-02, eta: 4 days, 7:15:33, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.4928, loss_cls: 8.1368, loss: 8.1368 2025-08-15 00:07:13,816 - pyskl - INFO - Epoch [56][1100/7492] lr: 3.510e-02, eta: 4 days, 7:14:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.5050, loss_cls: 8.1751, loss: 8.1751 2025-08-15 00:08:06,263 - pyskl - INFO - Epoch [56][1200/7492] lr: 3.509e-02, eta: 4 days, 7:13:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5006, loss_cls: 8.1823, loss: 8.1823 2025-08-15 00:08:59,455 - pyskl - INFO - Epoch [56][1300/7492] lr: 3.509e-02, eta: 4 days, 7:12:58, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5028, loss_cls: 8.2789, loss: 8.2789 2025-08-15 00:09:52,040 - pyskl - INFO - Epoch [56][1400/7492] lr: 3.508e-02, eta: 4 days, 7:12:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4997, loss_cls: 8.2017, loss: 8.2017 2025-08-15 00:10:44,763 - pyskl - INFO - Epoch [56][1500/7492] lr: 3.507e-02, eta: 4 days, 7:11:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4838, loss_cls: 8.3964, loss: 8.3964 2025-08-15 00:11:37,461 - pyskl - INFO - Epoch [56][1600/7492] lr: 3.507e-02, eta: 4 days, 7:10:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4969, loss_cls: 8.2223, loss: 8.2223 2025-08-15 00:12:30,234 - pyskl - INFO - Epoch [56][1700/7492] lr: 3.506e-02, eta: 4 days, 7:09:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.5009, loss_cls: 8.2651, loss: 8.2651 2025-08-15 00:13:22,676 - pyskl - INFO - Epoch [56][1800/7492] lr: 3.505e-02, eta: 4 days, 7:08:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.5009, loss_cls: 8.2134, loss: 8.2134 2025-08-15 00:14:15,664 - pyskl - INFO - Epoch [56][1900/7492] lr: 3.505e-02, eta: 4 days, 7:07:48, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2459, top5_acc: 0.4884, loss_cls: 8.2447, loss: 8.2447 2025-08-15 00:15:08,227 - pyskl - INFO - Epoch [56][2000/7492] lr: 3.504e-02, eta: 4 days, 7:06:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4863, loss_cls: 8.2479, loss: 8.2479 2025-08-15 00:16:00,936 - pyskl - INFO - Epoch [56][2100/7492] lr: 3.503e-02, eta: 4 days, 7:06:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4841, loss_cls: 8.2889, loss: 8.2889 2025-08-15 00:16:53,462 - pyskl - INFO - Epoch [56][2200/7492] lr: 3.503e-02, eta: 4 days, 7:05:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5094, loss_cls: 8.2630, loss: 8.2630 2025-08-15 00:17:46,290 - pyskl - INFO - Epoch [56][2300/7492] lr: 3.502e-02, eta: 4 days, 7:04:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4966, loss_cls: 8.2313, loss: 8.2313 2025-08-15 00:18:39,168 - pyskl - INFO - Epoch [56][2400/7492] lr: 3.502e-02, eta: 4 days, 7:03:30, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.5138, loss_cls: 8.0893, loss: 8.0893 2025-08-15 00:19:31,429 - pyskl - INFO - Epoch [56][2500/7492] lr: 3.501e-02, eta: 4 days, 7:02:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.4978, loss_cls: 8.2193, loss: 8.2193 2025-08-15 00:20:24,075 - pyskl - INFO - Epoch [56][2600/7492] lr: 3.500e-02, eta: 4 days, 7:01:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4738, loss_cls: 8.3408, loss: 8.3408 2025-08-15 00:21:16,699 - pyskl - INFO - Epoch [56][2700/7492] lr: 3.500e-02, eta: 4 days, 7:00:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4884, loss_cls: 8.2444, loss: 8.2444 2025-08-15 00:22:10,155 - pyskl - INFO - Epoch [56][2800/7492] lr: 3.499e-02, eta: 4 days, 7:00:04, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.5009, loss_cls: 8.1317, loss: 8.1317 2025-08-15 00:23:03,182 - pyskl - INFO - Epoch [56][2900/7492] lr: 3.498e-02, eta: 4 days, 6:59:13, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.4972, loss_cls: 8.1524, loss: 8.1524 2025-08-15 00:23:56,290 - pyskl - INFO - Epoch [56][3000/7492] lr: 3.498e-02, eta: 4 days, 6:58:22, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5091, loss_cls: 8.2351, loss: 8.2351 2025-08-15 00:24:49,261 - pyskl - INFO - Epoch [56][3100/7492] lr: 3.497e-02, eta: 4 days, 6:57:31, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.5012, loss_cls: 8.1992, loss: 8.1992 2025-08-15 00:25:42,230 - pyskl - INFO - Epoch [56][3200/7492] lr: 3.496e-02, eta: 4 days, 6:56:39, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4894, loss_cls: 8.1812, loss: 8.1812 2025-08-15 00:26:35,151 - pyskl - INFO - Epoch [56][3300/7492] lr: 3.496e-02, eta: 4 days, 6:55:48, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4934, loss_cls: 8.2183, loss: 8.2183 2025-08-15 00:27:28,232 - pyskl - INFO - Epoch [56][3400/7492] lr: 3.495e-02, eta: 4 days, 6:54:57, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.5078, loss_cls: 8.2321, loss: 8.2321 2025-08-15 00:28:21,067 - pyskl - INFO - Epoch [56][3500/7492] lr: 3.494e-02, eta: 4 days, 6:54:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2578, top5_acc: 0.5091, loss_cls: 8.1616, loss: 8.1616 2025-08-15 00:29:13,837 - pyskl - INFO - Epoch [56][3600/7492] lr: 3.494e-02, eta: 4 days, 6:53:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4981, loss_cls: 8.2026, loss: 8.2026 2025-08-15 00:30:06,769 - pyskl - INFO - Epoch [56][3700/7492] lr: 3.493e-02, eta: 4 days, 6:52:23, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4881, loss_cls: 8.2471, loss: 8.2471 2025-08-15 00:30:59,498 - pyskl - INFO - Epoch [56][3800/7492] lr: 3.493e-02, eta: 4 days, 6:51:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4947, loss_cls: 8.2281, loss: 8.2281 2025-08-15 00:31:52,583 - pyskl - INFO - Epoch [56][3900/7492] lr: 3.492e-02, eta: 4 days, 6:50:40, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.4944, loss_cls: 8.1746, loss: 8.1746 2025-08-15 00:32:45,355 - pyskl - INFO - Epoch [56][4000/7492] lr: 3.491e-02, eta: 4 days, 6:49:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4797, loss_cls: 8.2616, loss: 8.2616 2025-08-15 00:33:38,251 - pyskl - INFO - Epoch [56][4100/7492] lr: 3.491e-02, eta: 4 days, 6:48:58, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4984, loss_cls: 8.2897, loss: 8.2897 2025-08-15 00:34:30,973 - pyskl - INFO - Epoch [56][4200/7492] lr: 3.490e-02, eta: 4 days, 6:48:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5075, loss_cls: 8.1907, loss: 8.1907 2025-08-15 00:35:23,914 - pyskl - INFO - Epoch [56][4300/7492] lr: 3.489e-02, eta: 4 days, 6:47:15, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4944, loss_cls: 8.1920, loss: 8.1920 2025-08-15 00:36:16,706 - pyskl - INFO - Epoch [56][4400/7492] lr: 3.489e-02, eta: 4 days, 6:46:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.5088, loss_cls: 8.2064, loss: 8.2064 2025-08-15 00:37:09,542 - pyskl - INFO - Epoch [56][4500/7492] lr: 3.488e-02, eta: 4 days, 6:45:32, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5022, loss_cls: 8.1693, loss: 8.1693 2025-08-15 00:38:02,479 - pyskl - INFO - Epoch [56][4600/7492] lr: 3.487e-02, eta: 4 days, 6:44:41, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.5069, loss_cls: 8.2445, loss: 8.2445 2025-08-15 00:38:55,353 - pyskl - INFO - Epoch [56][4700/7492] lr: 3.487e-02, eta: 4 days, 6:43:49, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4828, loss_cls: 8.3017, loss: 8.3017 2025-08-15 00:39:48,409 - pyskl - INFO - Epoch [56][4800/7492] lr: 3.486e-02, eta: 4 days, 6:42:58, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4869, loss_cls: 8.2556, loss: 8.2556 2025-08-15 00:40:41,280 - pyskl - INFO - Epoch [56][4900/7492] lr: 3.485e-02, eta: 4 days, 6:42:07, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.5088, loss_cls: 8.2085, loss: 8.2085 2025-08-15 00:41:34,295 - pyskl - INFO - Epoch [56][5000/7492] lr: 3.485e-02, eta: 4 days, 6:41:16, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.4991, loss_cls: 8.1157, loss: 8.1157 2025-08-15 00:42:27,138 - pyskl - INFO - Epoch [56][5100/7492] lr: 3.484e-02, eta: 4 days, 6:40:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4819, loss_cls: 8.3125, loss: 8.3125 2025-08-15 00:43:20,075 - pyskl - INFO - Epoch [56][5200/7492] lr: 3.484e-02, eta: 4 days, 6:39:33, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.5128, loss_cls: 8.1910, loss: 8.1910 2025-08-15 00:44:12,794 - pyskl - INFO - Epoch [56][5300/7492] lr: 3.483e-02, eta: 4 days, 6:38:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4997, loss_cls: 8.1850, loss: 8.1850 2025-08-15 00:45:05,775 - pyskl - INFO - Epoch [56][5400/7492] lr: 3.482e-02, eta: 4 days, 6:37:50, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4875, loss_cls: 8.1935, loss: 8.1935 2025-08-15 00:45:58,607 - pyskl - INFO - Epoch [56][5500/7492] lr: 3.482e-02, eta: 4 days, 6:36:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4919, loss_cls: 8.1686, loss: 8.1686 2025-08-15 00:46:51,644 - pyskl - INFO - Epoch [56][5600/7492] lr: 3.481e-02, eta: 4 days, 6:36:08, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2422, top5_acc: 0.4931, loss_cls: 8.2695, loss: 8.2695 2025-08-15 00:47:44,440 - pyskl - INFO - Epoch [56][5700/7492] lr: 3.480e-02, eta: 4 days, 6:35:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5053, loss_cls: 8.1896, loss: 8.1896 2025-08-15 00:48:37,116 - pyskl - INFO - Epoch [56][5800/7492] lr: 3.480e-02, eta: 4 days, 6:34:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.5119, loss_cls: 8.1455, loss: 8.1455 2025-08-15 00:49:29,925 - pyskl - INFO - Epoch [56][5900/7492] lr: 3.479e-02, eta: 4 days, 6:33:33, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.4900, loss_cls: 8.2665, loss: 8.2665 2025-08-15 00:50:22,656 - pyskl - INFO - Epoch [56][6000/7492] lr: 3.478e-02, eta: 4 days, 6:32:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5028, loss_cls: 8.1735, loss: 8.1735 2025-08-15 00:51:15,712 - pyskl - INFO - Epoch [56][6100/7492] lr: 3.478e-02, eta: 4 days, 6:31:51, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.5019, loss_cls: 8.1301, loss: 8.1301 2025-08-15 00:52:08,470 - pyskl - INFO - Epoch [56][6200/7492] lr: 3.477e-02, eta: 4 days, 6:30:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4941, loss_cls: 8.2262, loss: 8.2262 2025-08-15 00:53:01,375 - pyskl - INFO - Epoch [56][6300/7492] lr: 3.476e-02, eta: 4 days, 6:30:08, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4941, loss_cls: 8.2147, loss: 8.2147 2025-08-15 00:53:54,158 - pyskl - INFO - Epoch [56][6400/7492] lr: 3.476e-02, eta: 4 days, 6:29:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4784, loss_cls: 8.2798, loss: 8.2798 2025-08-15 00:54:46,869 - pyskl - INFO - Epoch [56][6500/7492] lr: 3.475e-02, eta: 4 days, 6:28:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4984, loss_cls: 8.2260, loss: 8.2260 2025-08-15 00:55:39,506 - pyskl - INFO - Epoch [56][6600/7492] lr: 3.475e-02, eta: 4 days, 6:27:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5116, loss_cls: 8.2241, loss: 8.2241 2025-08-15 00:56:32,512 - pyskl - INFO - Epoch [56][6700/7492] lr: 3.474e-02, eta: 4 days, 6:26:42, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2353, top5_acc: 0.4875, loss_cls: 8.3015, loss: 8.3015 2025-08-15 00:57:25,332 - pyskl - INFO - Epoch [56][6800/7492] lr: 3.473e-02, eta: 4 days, 6:25:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4828, loss_cls: 8.4063, loss: 8.4063 2025-08-15 00:58:18,202 - pyskl - INFO - Epoch [56][6900/7492] lr: 3.473e-02, eta: 4 days, 6:24:59, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4794, loss_cls: 8.2579, loss: 8.2579 2025-08-15 00:59:10,694 - pyskl - INFO - Epoch [56][7000/7492] lr: 3.472e-02, eta: 4 days, 6:24:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.4969, loss_cls: 8.2225, loss: 8.2225 2025-08-15 01:00:03,361 - pyskl - INFO - Epoch [56][7100/7492] lr: 3.471e-02, eta: 4 days, 6:23:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4972, loss_cls: 8.2412, loss: 8.2412 2025-08-15 01:00:56,203 - pyskl - INFO - Epoch [56][7200/7492] lr: 3.471e-02, eta: 4 days, 6:22:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4850, loss_cls: 8.3566, loss: 8.3566 2025-08-15 01:01:48,886 - pyskl - INFO - Epoch [56][7300/7492] lr: 3.470e-02, eta: 4 days, 6:21:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5031, loss_cls: 8.1249, loss: 8.1249 2025-08-15 01:02:41,571 - pyskl - INFO - Epoch [56][7400/7492] lr: 3.469e-02, eta: 4 days, 6:20:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4841, loss_cls: 8.2887, loss: 8.2887 2025-08-15 01:03:30,923 - pyskl - INFO - Saving checkpoint at 56 epochs 2025-08-15 01:04:24,537 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 01:04:25,278 - pyskl - INFO - top1_acc 0.1883 top5_acc 0.4176 2025-08-15 01:04:25,279 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 01:04:25,324 - pyskl - INFO - mean_acc 0.1883 2025-08-15 01:04:25,348 - pyskl - INFO - Epoch(val) [56][617] top1_acc: 0.1883, top5_acc: 0.4176, mean_class_accuracy: 0.1883 2025-08-15 01:05:47,505 - pyskl - INFO - Epoch [57][100/7492] lr: 3.468e-02, eta: 4 days, 6:18:29, time: 0.822, data_time: 0.297, memory: 13026, top1_acc: 0.2544, top5_acc: 0.5059, loss_cls: 8.1348, loss: 8.1348 2025-08-15 01:06:39,634 - pyskl - INFO - Epoch [57][200/7492] lr: 3.468e-02, eta: 4 days, 6:17:37, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.4988, loss_cls: 8.2222, loss: 8.2222 2025-08-15 01:07:31,695 - pyskl - INFO - Epoch [57][300/7492] lr: 3.467e-02, eta: 4 days, 6:16:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.4950, loss_cls: 8.2232, loss: 8.2232 2025-08-15 01:08:24,097 - pyskl - INFO - Epoch [57][400/7492] lr: 3.466e-02, eta: 4 days, 6:15:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.5016, loss_cls: 8.1383, loss: 8.1383 2025-08-15 01:09:16,159 - pyskl - INFO - Epoch [57][500/7492] lr: 3.466e-02, eta: 4 days, 6:14:59, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.5100, loss_cls: 8.1313, loss: 8.1313 2025-08-15 01:10:08,897 - pyskl - INFO - Epoch [57][600/7492] lr: 3.465e-02, eta: 4 days, 6:14:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5034, loss_cls: 8.1758, loss: 8.1758 2025-08-15 01:11:01,122 - pyskl - INFO - Epoch [57][700/7492] lr: 3.464e-02, eta: 4 days, 6:13:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4909, loss_cls: 8.2654, loss: 8.2654 2025-08-15 01:11:53,385 - pyskl - INFO - Epoch [57][800/7492] lr: 3.464e-02, eta: 4 days, 6:12:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4978, loss_cls: 8.1349, loss: 8.1349 2025-08-15 01:12:45,815 - pyskl - INFO - Epoch [57][900/7492] lr: 3.463e-02, eta: 4 days, 6:11:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4866, loss_cls: 8.3429, loss: 8.3429 2025-08-15 01:13:38,580 - pyskl - INFO - Epoch [57][1000/7492] lr: 3.462e-02, eta: 4 days, 6:10:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.5038, loss_cls: 8.1527, loss: 8.1527 2025-08-15 01:14:31,373 - pyskl - INFO - Epoch [57][1100/7492] lr: 3.462e-02, eta: 4 days, 6:09:48, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4884, loss_cls: 8.1770, loss: 8.1770 2025-08-15 01:15:24,252 - pyskl - INFO - Epoch [57][1200/7492] lr: 3.461e-02, eta: 4 days, 6:08:56, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5100, loss_cls: 8.1555, loss: 8.1555 2025-08-15 01:16:16,777 - pyskl - INFO - Epoch [57][1300/7492] lr: 3.460e-02, eta: 4 days, 6:08:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4859, loss_cls: 8.1698, loss: 8.1698 2025-08-15 01:17:09,257 - pyskl - INFO - Epoch [57][1400/7492] lr: 3.460e-02, eta: 4 days, 6:07:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4934, loss_cls: 8.1917, loss: 8.1917 2025-08-15 01:18:01,782 - pyskl - INFO - Epoch [57][1500/7492] lr: 3.459e-02, eta: 4 days, 6:06:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4950, loss_cls: 8.2563, loss: 8.2563 2025-08-15 01:18:54,375 - pyskl - INFO - Epoch [57][1600/7492] lr: 3.458e-02, eta: 4 days, 6:05:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.5103, loss_cls: 8.1546, loss: 8.1546 2025-08-15 01:19:47,033 - pyskl - INFO - Epoch [57][1700/7492] lr: 3.458e-02, eta: 4 days, 6:04:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.5019, loss_cls: 8.2546, loss: 8.2546 2025-08-15 01:20:39,461 - pyskl - INFO - Epoch [57][1800/7492] lr: 3.457e-02, eta: 4 days, 6:03:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4991, loss_cls: 8.2212, loss: 8.2212 2025-08-15 01:21:31,777 - pyskl - INFO - Epoch [57][1900/7492] lr: 3.457e-02, eta: 4 days, 6:02:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.5066, loss_cls: 8.1978, loss: 8.1978 2025-08-15 01:22:24,382 - pyskl - INFO - Epoch [57][2000/7492] lr: 3.456e-02, eta: 4 days, 6:02:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.5131, loss_cls: 8.1499, loss: 8.1499 2025-08-15 01:23:16,817 - pyskl - INFO - Epoch [57][2100/7492] lr: 3.455e-02, eta: 4 days, 6:01:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5038, loss_cls: 8.1933, loss: 8.1933 2025-08-15 01:24:09,407 - pyskl - INFO - Epoch [57][2200/7492] lr: 3.455e-02, eta: 4 days, 6:00:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5062, loss_cls: 8.1349, loss: 8.1349 2025-08-15 01:25:02,073 - pyskl - INFO - Epoch [57][2300/7492] lr: 3.454e-02, eta: 4 days, 5:59:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.4978, loss_cls: 8.2579, loss: 8.2579 2025-08-15 01:25:54,911 - pyskl - INFO - Epoch [57][2400/7492] lr: 3.453e-02, eta: 4 days, 5:58:33, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.4884, loss_cls: 8.2357, loss: 8.2357 2025-08-15 01:26:47,506 - pyskl - INFO - Epoch [57][2500/7492] lr: 3.453e-02, eta: 4 days, 5:57:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2356, top5_acc: 0.4778, loss_cls: 8.3171, loss: 8.3171 2025-08-15 01:27:40,351 - pyskl - INFO - Epoch [57][2600/7492] lr: 3.452e-02, eta: 4 days, 5:56:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.5000, loss_cls: 8.2826, loss: 8.2826 2025-08-15 01:28:32,953 - pyskl - INFO - Epoch [57][2700/7492] lr: 3.451e-02, eta: 4 days, 5:55:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4963, loss_cls: 8.2509, loss: 8.2509 2025-08-15 01:29:25,902 - pyskl - INFO - Epoch [57][2800/7492] lr: 3.451e-02, eta: 4 days, 5:55:07, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.4972, loss_cls: 8.1771, loss: 8.1771 2025-08-15 01:30:18,411 - pyskl - INFO - Epoch [57][2900/7492] lr: 3.450e-02, eta: 4 days, 5:54:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4750, loss_cls: 8.3148, loss: 8.3148 2025-08-15 01:31:10,838 - pyskl - INFO - Epoch [57][3000/7492] lr: 3.449e-02, eta: 4 days, 5:53:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4859, loss_cls: 8.3537, loss: 8.3537 2025-08-15 01:32:03,051 - pyskl - INFO - Epoch [57][3100/7492] lr: 3.449e-02, eta: 4 days, 5:52:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4959, loss_cls: 8.2734, loss: 8.2734 2025-08-15 01:32:55,162 - pyskl - INFO - Epoch [57][3200/7492] lr: 3.448e-02, eta: 4 days, 5:51:38, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4903, loss_cls: 8.2474, loss: 8.2474 2025-08-15 01:33:47,304 - pyskl - INFO - Epoch [57][3300/7492] lr: 3.447e-02, eta: 4 days, 5:50:45, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4953, loss_cls: 8.1404, loss: 8.1404 2025-08-15 01:34:39,834 - pyskl - INFO - Epoch [57][3400/7492] lr: 3.447e-02, eta: 4 days, 5:49:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4909, loss_cls: 8.2883, loss: 8.2883 2025-08-15 01:35:32,407 - pyskl - INFO - Epoch [57][3500/7492] lr: 3.446e-02, eta: 4 days, 5:49:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2578, top5_acc: 0.4984, loss_cls: 8.1648, loss: 8.1648 2025-08-15 01:36:24,853 - pyskl - INFO - Epoch [57][3600/7492] lr: 3.446e-02, eta: 4 days, 5:48:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4997, loss_cls: 8.2039, loss: 8.2039 2025-08-15 01:37:17,561 - pyskl - INFO - Epoch [57][3700/7492] lr: 3.445e-02, eta: 4 days, 5:47:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.4941, loss_cls: 8.3355, loss: 8.3355 2025-08-15 01:38:09,964 - pyskl - INFO - Epoch [57][3800/7492] lr: 3.444e-02, eta: 4 days, 5:46:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5003, loss_cls: 8.1910, loss: 8.1910 2025-08-15 01:39:02,557 - pyskl - INFO - Epoch [57][3900/7492] lr: 3.444e-02, eta: 4 days, 5:45:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4934, loss_cls: 8.2476, loss: 8.2476 2025-08-15 01:39:55,006 - pyskl - INFO - Epoch [57][4000/7492] lr: 3.443e-02, eta: 4 days, 5:44:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.4900, loss_cls: 8.2206, loss: 8.2206 2025-08-15 01:40:47,464 - pyskl - INFO - Epoch [57][4100/7492] lr: 3.442e-02, eta: 4 days, 5:43:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4916, loss_cls: 8.2886, loss: 8.2886 2025-08-15 01:41:39,994 - pyskl - INFO - Epoch [57][4200/7492] lr: 3.442e-02, eta: 4 days, 5:42:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5047, loss_cls: 8.0986, loss: 8.0986 2025-08-15 01:42:32,444 - pyskl - INFO - Epoch [57][4300/7492] lr: 3.441e-02, eta: 4 days, 5:42:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5041, loss_cls: 8.1927, loss: 8.1927 2025-08-15 01:43:24,801 - pyskl - INFO - Epoch [57][4400/7492] lr: 3.440e-02, eta: 4 days, 5:41:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.5028, loss_cls: 8.1986, loss: 8.1986 2025-08-15 01:44:17,670 - pyskl - INFO - Epoch [57][4500/7492] lr: 3.440e-02, eta: 4 days, 5:40:22, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.4931, loss_cls: 8.2516, loss: 8.2516 2025-08-15 01:45:10,046 - pyskl - INFO - Epoch [57][4600/7492] lr: 3.439e-02, eta: 4 days, 5:39:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.4975, loss_cls: 8.1349, loss: 8.1349 2025-08-15 01:46:02,553 - pyskl - INFO - Epoch [57][4700/7492] lr: 3.438e-02, eta: 4 days, 5:38:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.4928, loss_cls: 8.2873, loss: 8.2873 2025-08-15 01:46:54,963 - pyskl - INFO - Epoch [57][4800/7492] lr: 3.438e-02, eta: 4 days, 5:37:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.4941, loss_cls: 8.2339, loss: 8.2339 2025-08-15 01:47:47,795 - pyskl - INFO - Epoch [57][4900/7492] lr: 3.437e-02, eta: 4 days, 5:36:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.4922, loss_cls: 8.2267, loss: 8.2267 2025-08-15 01:48:40,554 - pyskl - INFO - Epoch [57][5000/7492] lr: 3.436e-02, eta: 4 days, 5:36:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5050, loss_cls: 8.2048, loss: 8.2048 2025-08-15 01:49:33,252 - pyskl - INFO - Epoch [57][5100/7492] lr: 3.436e-02, eta: 4 days, 5:35:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5012, loss_cls: 8.2023, loss: 8.2023 2025-08-15 01:50:25,943 - pyskl - INFO - Epoch [57][5200/7492] lr: 3.435e-02, eta: 4 days, 5:34:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4956, loss_cls: 8.2701, loss: 8.2701 2025-08-15 01:51:18,503 - pyskl - INFO - Epoch [57][5300/7492] lr: 3.435e-02, eta: 4 days, 5:33:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4903, loss_cls: 8.2987, loss: 8.2987 2025-08-15 01:52:10,783 - pyskl - INFO - Epoch [57][5400/7492] lr: 3.434e-02, eta: 4 days, 5:32:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.4988, loss_cls: 8.1742, loss: 8.1742 2025-08-15 01:53:03,176 - pyskl - INFO - Epoch [57][5500/7492] lr: 3.433e-02, eta: 4 days, 5:31:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.5044, loss_cls: 8.1947, loss: 8.1947 2025-08-15 01:53:55,551 - pyskl - INFO - Epoch [57][5600/7492] lr: 3.433e-02, eta: 4 days, 5:30:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5153, loss_cls: 8.1633, loss: 8.1633 2025-08-15 01:54:48,351 - pyskl - INFO - Epoch [57][5700/7492] lr: 3.432e-02, eta: 4 days, 5:29:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5075, loss_cls: 8.1061, loss: 8.1061 2025-08-15 01:55:40,989 - pyskl - INFO - Epoch [57][5800/7492] lr: 3.431e-02, eta: 4 days, 5:29:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5003, loss_cls: 8.0773, loss: 8.0773 2025-08-15 01:56:33,314 - pyskl - INFO - Epoch [57][5900/7492] lr: 3.431e-02, eta: 4 days, 5:28:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.4919, loss_cls: 8.3531, loss: 8.3531 2025-08-15 01:57:25,733 - pyskl - INFO - Epoch [57][6000/7492] lr: 3.430e-02, eta: 4 days, 5:27:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4909, loss_cls: 8.2295, loss: 8.2295 2025-08-15 01:58:18,445 - pyskl - INFO - Epoch [57][6100/7492] lr: 3.429e-02, eta: 4 days, 5:26:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5050, loss_cls: 8.2142, loss: 8.2142 2025-08-15 01:59:10,871 - pyskl - INFO - Epoch [57][6200/7492] lr: 3.429e-02, eta: 4 days, 5:25:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4956, loss_cls: 8.1411, loss: 8.1411 2025-08-15 02:00:03,390 - pyskl - INFO - Epoch [57][6300/7492] lr: 3.428e-02, eta: 4 days, 5:24:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.4978, loss_cls: 8.1985, loss: 8.1985 2025-08-15 02:00:55,910 - pyskl - INFO - Epoch [57][6400/7492] lr: 3.427e-02, eta: 4 days, 5:23:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5106, loss_cls: 8.1085, loss: 8.1085 2025-08-15 02:01:48,712 - pyskl - INFO - Epoch [57][6500/7492] lr: 3.427e-02, eta: 4 days, 5:23:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4972, loss_cls: 8.1644, loss: 8.1644 2025-08-15 02:02:41,154 - pyskl - INFO - Epoch [57][6600/7492] lr: 3.426e-02, eta: 4 days, 5:22:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.5044, loss_cls: 8.1799, loss: 8.1799 2025-08-15 02:03:34,110 - pyskl - INFO - Epoch [57][6700/7492] lr: 3.425e-02, eta: 4 days, 5:21:21, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4966, loss_cls: 8.1855, loss: 8.1855 2025-08-15 02:04:26,662 - pyskl - INFO - Epoch [57][6800/7492] lr: 3.425e-02, eta: 4 days, 5:20:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4947, loss_cls: 8.2652, loss: 8.2652 2025-08-15 02:05:19,167 - pyskl - INFO - Epoch [57][6900/7492] lr: 3.424e-02, eta: 4 days, 5:19:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5162, loss_cls: 8.0832, loss: 8.0832 2025-08-15 02:06:11,718 - pyskl - INFO - Epoch [57][7000/7492] lr: 3.424e-02, eta: 4 days, 5:18:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.4806, loss_cls: 8.3336, loss: 8.3336 2025-08-15 02:07:04,324 - pyskl - INFO - Epoch [57][7100/7492] lr: 3.423e-02, eta: 4 days, 5:17:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2462, top5_acc: 0.4894, loss_cls: 8.3200, loss: 8.3200 2025-08-15 02:07:56,873 - pyskl - INFO - Epoch [57][7200/7492] lr: 3.422e-02, eta: 4 days, 5:17:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.4984, loss_cls: 8.1783, loss: 8.1783 2025-08-15 02:08:49,488 - pyskl - INFO - Epoch [57][7300/7492] lr: 3.422e-02, eta: 4 days, 5:16:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.5006, loss_cls: 8.2640, loss: 8.2640 2025-08-15 02:09:42,799 - pyskl - INFO - Epoch [57][7400/7492] lr: 3.421e-02, eta: 4 days, 5:15:19, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.2453, top5_acc: 0.4913, loss_cls: 8.2386, loss: 8.2386 2025-08-15 02:10:32,347 - pyskl - INFO - Saving checkpoint at 57 epochs 2025-08-15 02:11:29,212 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 02:11:29,941 - pyskl - INFO - top1_acc 0.2013 top5_acc 0.4348 2025-08-15 02:11:29,942 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 02:11:29,979 - pyskl - INFO - mean_acc 0.2010 2025-08-15 02:11:29,991 - pyskl - INFO - Epoch(val) [57][617] top1_acc: 0.2013, top5_acc: 0.4348, mean_class_accuracy: 0.2010 2025-08-15 02:12:52,415 - pyskl - INFO - Epoch [58][100/7492] lr: 3.420e-02, eta: 4 days, 5:13:09, time: 0.824, data_time: 0.291, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5125, loss_cls: 8.0963, loss: 8.0963 2025-08-15 02:13:44,718 - pyskl - INFO - Epoch [58][200/7492] lr: 3.419e-02, eta: 4 days, 5:12:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4916, loss_cls: 8.2341, loss: 8.2341 2025-08-15 02:14:36,870 - pyskl - INFO - Epoch [58][300/7492] lr: 3.418e-02, eta: 4 days, 5:11:24, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5094, loss_cls: 8.1336, loss: 8.1336 2025-08-15 02:15:29,206 - pyskl - INFO - Epoch [58][400/7492] lr: 3.418e-02, eta: 4 days, 5:10:32, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.5009, loss_cls: 8.2189, loss: 8.2189 2025-08-15 02:16:21,431 - pyskl - INFO - Epoch [58][500/7492] lr: 3.417e-02, eta: 4 days, 5:09:39, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.4991, loss_cls: 8.1692, loss: 8.1692 2025-08-15 02:17:13,754 - pyskl - INFO - Epoch [58][600/7492] lr: 3.416e-02, eta: 4 days, 5:08:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.4997, loss_cls: 8.2346, loss: 8.2346 2025-08-15 02:18:06,295 - pyskl - INFO - Epoch [58][700/7492] lr: 3.416e-02, eta: 4 days, 5:07:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.5041, loss_cls: 8.1634, loss: 8.1634 2025-08-15 02:18:58,942 - pyskl - INFO - Epoch [58][800/7492] lr: 3.415e-02, eta: 4 days, 5:07:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.4953, loss_cls: 8.2136, loss: 8.2136 2025-08-15 02:19:51,893 - pyskl - INFO - Epoch [58][900/7492] lr: 3.414e-02, eta: 4 days, 5:06:12, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5091, loss_cls: 8.1439, loss: 8.1439 2025-08-15 02:20:44,265 - pyskl - INFO - Epoch [58][1000/7492] lr: 3.414e-02, eta: 4 days, 5:05:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.5016, loss_cls: 8.1323, loss: 8.1323 2025-08-15 02:21:36,776 - pyskl - INFO - Epoch [58][1100/7492] lr: 3.413e-02, eta: 4 days, 5:04:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.5000, loss_cls: 8.0899, loss: 8.0899 2025-08-15 02:22:29,591 - pyskl - INFO - Epoch [58][1200/7492] lr: 3.413e-02, eta: 4 days, 5:03:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5053, loss_cls: 8.1636, loss: 8.1636 2025-08-15 02:23:22,030 - pyskl - INFO - Epoch [58][1300/7492] lr: 3.412e-02, eta: 4 days, 5:02:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5112, loss_cls: 8.2094, loss: 8.2094 2025-08-15 02:24:14,516 - pyskl - INFO - Epoch [58][1400/7492] lr: 3.411e-02, eta: 4 days, 5:01:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5131, loss_cls: 8.1812, loss: 8.1812 2025-08-15 02:25:07,287 - pyskl - INFO - Epoch [58][1500/7492] lr: 3.411e-02, eta: 4 days, 5:01:01, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2456, top5_acc: 0.5019, loss_cls: 8.1568, loss: 8.1568 2025-08-15 02:25:59,733 - pyskl - INFO - Epoch [58][1600/7492] lr: 3.410e-02, eta: 4 days, 5:00:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4966, loss_cls: 8.2423, loss: 8.2423 2025-08-15 02:26:52,843 - pyskl - INFO - Epoch [58][1700/7492] lr: 3.409e-02, eta: 4 days, 4:59:18, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.4900, loss_cls: 8.2587, loss: 8.2587 2025-08-15 02:27:45,667 - pyskl - INFO - Epoch [58][1800/7492] lr: 3.409e-02, eta: 4 days, 4:58:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4931, loss_cls: 8.2198, loss: 8.2198 2025-08-15 02:28:38,151 - pyskl - INFO - Epoch [58][1900/7492] lr: 3.408e-02, eta: 4 days, 4:57:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4822, loss_cls: 8.3013, loss: 8.3013 2025-08-15 02:29:30,782 - pyskl - INFO - Epoch [58][2000/7492] lr: 3.407e-02, eta: 4 days, 4:56:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.5019, loss_cls: 8.2133, loss: 8.2133 2025-08-15 02:30:23,318 - pyskl - INFO - Epoch [58][2100/7492] lr: 3.407e-02, eta: 4 days, 4:55:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.4847, loss_cls: 8.2139, loss: 8.2139 2025-08-15 02:31:15,828 - pyskl - INFO - Epoch [58][2200/7492] lr: 3.406e-02, eta: 4 days, 4:54:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4913, loss_cls: 8.2739, loss: 8.2739 2025-08-15 02:32:08,369 - pyskl - INFO - Epoch [58][2300/7492] lr: 3.405e-02, eta: 4 days, 4:54:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5234, loss_cls: 8.0297, loss: 8.0297 2025-08-15 02:33:00,919 - pyskl - INFO - Epoch [58][2400/7492] lr: 3.405e-02, eta: 4 days, 4:53:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.5006, loss_cls: 8.1775, loss: 8.1775 2025-08-15 02:33:53,514 - pyskl - INFO - Epoch [58][2500/7492] lr: 3.404e-02, eta: 4 days, 4:52:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5016, loss_cls: 8.1551, loss: 8.1551 2025-08-15 02:34:46,063 - pyskl - INFO - Epoch [58][2600/7492] lr: 3.403e-02, eta: 4 days, 4:51:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.5059, loss_cls: 8.2026, loss: 8.2026 2025-08-15 02:35:38,668 - pyskl - INFO - Epoch [58][2700/7492] lr: 3.403e-02, eta: 4 days, 4:50:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.5012, loss_cls: 8.2425, loss: 8.2425 2025-08-15 02:36:30,695 - pyskl - INFO - Epoch [58][2800/7492] lr: 3.402e-02, eta: 4 days, 4:49:46, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.4969, loss_cls: 8.1383, loss: 8.1383 2025-08-15 02:37:23,431 - pyskl - INFO - Epoch [58][2900/7492] lr: 3.401e-02, eta: 4 days, 4:48:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4900, loss_cls: 8.2572, loss: 8.2572 2025-08-15 02:38:16,048 - pyskl - INFO - Epoch [58][3000/7492] lr: 3.401e-02, eta: 4 days, 4:48:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5038, loss_cls: 8.2312, loss: 8.2312 2025-08-15 02:39:08,413 - pyskl - INFO - Epoch [58][3100/7492] lr: 3.400e-02, eta: 4 days, 4:47:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.4981, loss_cls: 8.2070, loss: 8.2070 2025-08-15 02:40:00,734 - pyskl - INFO - Epoch [58][3200/7492] lr: 3.399e-02, eta: 4 days, 4:46:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5169, loss_cls: 8.0714, loss: 8.0714 2025-08-15 02:40:53,467 - pyskl - INFO - Epoch [58][3300/7492] lr: 3.399e-02, eta: 4 days, 4:45:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.5009, loss_cls: 8.1497, loss: 8.1497 2025-08-15 02:41:45,988 - pyskl - INFO - Epoch [58][3400/7492] lr: 3.398e-02, eta: 4 days, 4:44:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.4872, loss_cls: 8.1721, loss: 8.1721 2025-08-15 02:42:38,451 - pyskl - INFO - Epoch [58][3500/7492] lr: 3.398e-02, eta: 4 days, 4:43:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4878, loss_cls: 8.2634, loss: 8.2634 2025-08-15 02:43:30,716 - pyskl - INFO - Epoch [58][3600/7492] lr: 3.397e-02, eta: 4 days, 4:42:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4928, loss_cls: 8.2073, loss: 8.2073 2025-08-15 02:44:23,122 - pyskl - INFO - Epoch [58][3700/7492] lr: 3.396e-02, eta: 4 days, 4:41:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.5047, loss_cls: 8.2071, loss: 8.2071 2025-08-15 02:45:15,563 - pyskl - INFO - Epoch [58][3800/7492] lr: 3.396e-02, eta: 4 days, 4:41:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5144, loss_cls: 8.1572, loss: 8.1572 2025-08-15 02:46:08,111 - pyskl - INFO - Epoch [58][3900/7492] lr: 3.395e-02, eta: 4 days, 4:40:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.4991, loss_cls: 8.1892, loss: 8.1892 2025-08-15 02:47:00,857 - pyskl - INFO - Epoch [58][4000/7492] lr: 3.394e-02, eta: 4 days, 4:39:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5109, loss_cls: 8.0806, loss: 8.0806 2025-08-15 02:47:53,504 - pyskl - INFO - Epoch [58][4100/7492] lr: 3.394e-02, eta: 4 days, 4:38:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5103, loss_cls: 8.1361, loss: 8.1361 2025-08-15 02:48:45,948 - pyskl - INFO - Epoch [58][4200/7492] lr: 3.393e-02, eta: 4 days, 4:37:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4825, loss_cls: 8.2933, loss: 8.2933 2025-08-15 02:49:38,491 - pyskl - INFO - Epoch [58][4300/7492] lr: 3.392e-02, eta: 4 days, 4:36:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.5031, loss_cls: 8.2064, loss: 8.2064 2025-08-15 02:50:31,054 - pyskl - INFO - Epoch [58][4400/7492] lr: 3.392e-02, eta: 4 days, 4:35:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.4972, loss_cls: 8.1852, loss: 8.1852 2025-08-15 02:51:23,774 - pyskl - INFO - Epoch [58][4500/7492] lr: 3.391e-02, eta: 4 days, 4:35:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.5044, loss_cls: 8.1543, loss: 8.1543 2025-08-15 02:52:16,430 - pyskl - INFO - Epoch [58][4600/7492] lr: 3.390e-02, eta: 4 days, 4:34:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.4944, loss_cls: 8.2315, loss: 8.2315 2025-08-15 02:53:08,709 - pyskl - INFO - Epoch [58][4700/7492] lr: 3.390e-02, eta: 4 days, 4:33:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.4991, loss_cls: 8.1576, loss: 8.1576 2025-08-15 02:54:00,589 - pyskl - INFO - Epoch [58][4800/7492] lr: 3.389e-02, eta: 4 days, 4:32:26, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.4953, loss_cls: 8.2331, loss: 8.2331 2025-08-15 02:54:52,943 - pyskl - INFO - Epoch [58][4900/7492] lr: 3.388e-02, eta: 4 days, 4:31:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.4972, loss_cls: 8.2043, loss: 8.2043 2025-08-15 02:55:45,423 - pyskl - INFO - Epoch [58][5000/7492] lr: 3.388e-02, eta: 4 days, 4:30:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.4984, loss_cls: 8.1188, loss: 8.1188 2025-08-15 02:56:38,136 - pyskl - INFO - Epoch [58][5100/7492] lr: 3.387e-02, eta: 4 days, 4:29:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.4859, loss_cls: 8.2463, loss: 8.2463 2025-08-15 02:57:30,621 - pyskl - INFO - Epoch [58][5200/7492] lr: 3.386e-02, eta: 4 days, 4:28:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5003, loss_cls: 8.2210, loss: 8.2210 2025-08-15 02:58:23,220 - pyskl - INFO - Epoch [58][5300/7492] lr: 3.386e-02, eta: 4 days, 4:28:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5097, loss_cls: 8.1298, loss: 8.1298 2025-08-15 02:59:15,681 - pyskl - INFO - Epoch [58][5400/7492] lr: 3.385e-02, eta: 4 days, 4:27:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2375, top5_acc: 0.4969, loss_cls: 8.2369, loss: 8.2369 2025-08-15 03:00:08,287 - pyskl - INFO - Epoch [58][5500/7492] lr: 3.384e-02, eta: 4 days, 4:26:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2419, top5_acc: 0.4856, loss_cls: 8.2378, loss: 8.2378 2025-08-15 03:01:00,811 - pyskl - INFO - Epoch [58][5600/7492] lr: 3.384e-02, eta: 4 days, 4:25:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5056, loss_cls: 8.1884, loss: 8.1884 2025-08-15 03:01:53,388 - pyskl - INFO - Epoch [58][5700/7492] lr: 3.383e-02, eta: 4 days, 4:24:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.5009, loss_cls: 8.1673, loss: 8.1673 2025-08-15 03:02:46,049 - pyskl - INFO - Epoch [58][5800/7492] lr: 3.383e-02, eta: 4 days, 4:23:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4944, loss_cls: 8.1497, loss: 8.1497 2025-08-15 03:03:38,580 - pyskl - INFO - Epoch [58][5900/7492] lr: 3.382e-02, eta: 4 days, 4:22:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4841, loss_cls: 8.2468, loss: 8.2468 2025-08-15 03:04:30,949 - pyskl - INFO - Epoch [58][6000/7492] lr: 3.381e-02, eta: 4 days, 4:22:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5062, loss_cls: 8.1304, loss: 8.1304 2025-08-15 03:05:23,093 - pyskl - INFO - Epoch [58][6100/7492] lr: 3.381e-02, eta: 4 days, 4:21:10, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.4897, loss_cls: 8.2415, loss: 8.2415 2025-08-15 03:06:15,969 - pyskl - INFO - Epoch [58][6200/7492] lr: 3.380e-02, eta: 4 days, 4:20:19, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.4900, loss_cls: 8.1755, loss: 8.1755 2025-08-15 03:07:08,444 - pyskl - INFO - Epoch [58][6300/7492] lr: 3.379e-02, eta: 4 days, 4:19:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.5034, loss_cls: 8.1750, loss: 8.1750 2025-08-15 03:08:00,968 - pyskl - INFO - Epoch [58][6400/7492] lr: 3.379e-02, eta: 4 days, 4:18:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4981, loss_cls: 8.2205, loss: 8.2205 2025-08-15 03:08:53,578 - pyskl - INFO - Epoch [58][6500/7492] lr: 3.378e-02, eta: 4 days, 4:17:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.5044, loss_cls: 8.1867, loss: 8.1867 2025-08-15 03:09:45,918 - pyskl - INFO - Epoch [58][6600/7492] lr: 3.377e-02, eta: 4 days, 4:16:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4866, loss_cls: 8.3987, loss: 8.3987 2025-08-15 03:10:38,906 - pyskl - INFO - Epoch [58][6700/7492] lr: 3.377e-02, eta: 4 days, 4:15:59, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.5034, loss_cls: 8.2472, loss: 8.2472 2025-08-15 03:11:31,141 - pyskl - INFO - Epoch [58][6800/7492] lr: 3.376e-02, eta: 4 days, 4:15:07, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5069, loss_cls: 8.1374, loss: 8.1374 2025-08-15 03:12:23,566 - pyskl - INFO - Epoch [58][6900/7492] lr: 3.375e-02, eta: 4 days, 4:14:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5128, loss_cls: 8.1469, loss: 8.1469 2025-08-15 03:13:16,322 - pyskl - INFO - Epoch [58][7000/7492] lr: 3.375e-02, eta: 4 days, 4:13:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5122, loss_cls: 8.1242, loss: 8.1242 2025-08-15 03:14:08,833 - pyskl - INFO - Epoch [58][7100/7492] lr: 3.374e-02, eta: 4 days, 4:12:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2409, top5_acc: 0.4906, loss_cls: 8.2308, loss: 8.2308 2025-08-15 03:15:01,301 - pyskl - INFO - Epoch [58][7200/7492] lr: 3.373e-02, eta: 4 days, 4:11:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5078, loss_cls: 8.0736, loss: 8.0736 2025-08-15 03:15:54,003 - pyskl - INFO - Epoch [58][7300/7492] lr: 3.373e-02, eta: 4 days, 4:10:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.4906, loss_cls: 8.1967, loss: 8.1967 2025-08-15 03:16:46,596 - pyskl - INFO - Epoch [58][7400/7492] lr: 3.372e-02, eta: 4 days, 4:09:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4956, loss_cls: 8.2430, loss: 8.2430 2025-08-15 03:17:35,827 - pyskl - INFO - Saving checkpoint at 58 epochs 2025-08-15 03:18:31,620 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 03:18:32,352 - pyskl - INFO - top1_acc 0.2075 top5_acc 0.4357 2025-08-15 03:18:32,352 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 03:18:32,397 - pyskl - INFO - mean_acc 0.2073 2025-08-15 03:18:32,417 - pyskl - INFO - Epoch(val) [58][617] top1_acc: 0.2075, top5_acc: 0.4357, mean_class_accuracy: 0.2073 2025-08-15 03:19:53,847 - pyskl - INFO - Epoch [59][100/7492] lr: 3.371e-02, eta: 4 days, 4:07:45, time: 0.814, data_time: 0.290, memory: 13026, top1_acc: 0.2569, top5_acc: 0.4963, loss_cls: 8.1654, loss: 8.1654 2025-08-15 03:20:45,990 - pyskl - INFO - Epoch [59][200/7492] lr: 3.370e-02, eta: 4 days, 4:06:52, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.5150, loss_cls: 8.1540, loss: 8.1540 2025-08-15 03:21:38,293 - pyskl - INFO - Epoch [59][300/7492] lr: 3.369e-02, eta: 4 days, 4:06:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.5088, loss_cls: 8.2548, loss: 8.2548 2025-08-15 03:22:30,612 - pyskl - INFO - Epoch [59][400/7492] lr: 3.369e-02, eta: 4 days, 4:05:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5078, loss_cls: 8.1353, loss: 8.1353 2025-08-15 03:23:22,938 - pyskl - INFO - Epoch [59][500/7492] lr: 3.368e-02, eta: 4 days, 4:04:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4931, loss_cls: 8.1448, loss: 8.1448 2025-08-15 03:24:15,525 - pyskl - INFO - Epoch [59][600/7492] lr: 3.368e-02, eta: 4 days, 4:03:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4844, loss_cls: 8.2067, loss: 8.2067 2025-08-15 03:25:08,055 - pyskl - INFO - Epoch [59][700/7492] lr: 3.367e-02, eta: 4 days, 4:02:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.4797, loss_cls: 8.2014, loss: 8.2014 2025-08-15 03:26:00,350 - pyskl - INFO - Epoch [59][800/7492] lr: 3.366e-02, eta: 4 days, 4:01:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5250, loss_cls: 8.1220, loss: 8.1220 2025-08-15 03:26:53,039 - pyskl - INFO - Epoch [59][900/7492] lr: 3.366e-02, eta: 4 days, 4:00:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4991, loss_cls: 8.2739, loss: 8.2739 2025-08-15 03:27:45,428 - pyskl - INFO - Epoch [59][1000/7492] lr: 3.365e-02, eta: 4 days, 3:59:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5009, loss_cls: 8.2145, loss: 8.2145 2025-08-15 03:28:37,871 - pyskl - INFO - Epoch [59][1100/7492] lr: 3.364e-02, eta: 4 days, 3:59:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4972, loss_cls: 8.1889, loss: 8.1889 2025-08-15 03:29:30,603 - pyskl - INFO - Epoch [59][1200/7492] lr: 3.364e-02, eta: 4 days, 3:58:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.5181, loss_cls: 8.1228, loss: 8.1228 2025-08-15 03:30:23,207 - pyskl - INFO - Epoch [59][1300/7492] lr: 3.363e-02, eta: 4 days, 3:57:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5081, loss_cls: 8.1437, loss: 8.1437 2025-08-15 03:31:15,562 - pyskl - INFO - Epoch [59][1400/7492] lr: 3.362e-02, eta: 4 days, 3:56:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 8.1195, loss: 8.1195 2025-08-15 03:32:08,033 - pyskl - INFO - Epoch [59][1500/7492] lr: 3.362e-02, eta: 4 days, 3:55:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4913, loss_cls: 8.1890, loss: 8.1890 2025-08-15 03:33:00,653 - pyskl - INFO - Epoch [59][1600/7492] lr: 3.361e-02, eta: 4 days, 3:54:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.4944, loss_cls: 8.1773, loss: 8.1773 2025-08-15 03:33:53,185 - pyskl - INFO - Epoch [59][1700/7492] lr: 3.360e-02, eta: 4 days, 3:53:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5031, loss_cls: 8.1392, loss: 8.1392 2025-08-15 03:34:45,636 - pyskl - INFO - Epoch [59][1800/7492] lr: 3.360e-02, eta: 4 days, 3:53:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5188, loss_cls: 8.1014, loss: 8.1014 2025-08-15 03:35:38,158 - pyskl - INFO - Epoch [59][1900/7492] lr: 3.359e-02, eta: 4 days, 3:52:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4903, loss_cls: 8.2629, loss: 8.2629 2025-08-15 03:36:30,748 - pyskl - INFO - Epoch [59][2000/7492] lr: 3.358e-02, eta: 4 days, 3:51:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.4947, loss_cls: 8.2319, loss: 8.2319 2025-08-15 03:37:22,743 - pyskl - INFO - Epoch [59][2100/7492] lr: 3.358e-02, eta: 4 days, 3:50:23, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5066, loss_cls: 8.1573, loss: 8.1573 2025-08-15 03:38:15,119 - pyskl - INFO - Epoch [59][2200/7492] lr: 3.357e-02, eta: 4 days, 3:49:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5106, loss_cls: 8.0948, loss: 8.0948 2025-08-15 03:39:08,045 - pyskl - INFO - Epoch [59][2300/7492] lr: 3.356e-02, eta: 4 days, 3:48:40, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4956, loss_cls: 8.1309, loss: 8.1309 2025-08-15 03:40:00,603 - pyskl - INFO - Epoch [59][2400/7492] lr: 3.356e-02, eta: 4 days, 3:47:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4975, loss_cls: 8.2060, loss: 8.2060 2025-08-15 03:40:53,582 - pyskl - INFO - Epoch [59][2500/7492] lr: 3.355e-02, eta: 4 days, 3:46:57, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4825, loss_cls: 8.2813, loss: 8.2813 2025-08-15 03:41:46,530 - pyskl - INFO - Epoch [59][2600/7492] lr: 3.354e-02, eta: 4 days, 3:46:05, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4844, loss_cls: 8.2985, loss: 8.2985 2025-08-15 03:42:39,438 - pyskl - INFO - Epoch [59][2700/7492] lr: 3.354e-02, eta: 4 days, 3:45:14, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5088, loss_cls: 8.0954, loss: 8.0954 2025-08-15 03:43:32,189 - pyskl - INFO - Epoch [59][2800/7492] lr: 3.353e-02, eta: 4 days, 3:44:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5072, loss_cls: 8.0803, loss: 8.0803 2025-08-15 03:44:25,160 - pyskl - INFO - Epoch [59][2900/7492] lr: 3.352e-02, eta: 4 days, 3:43:31, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5075, loss_cls: 8.1044, loss: 8.1044 2025-08-15 03:45:17,924 - pyskl - INFO - Epoch [59][3000/7492] lr: 3.352e-02, eta: 4 days, 3:42:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.4919, loss_cls: 8.1954, loss: 8.1954 2025-08-15 03:46:10,467 - pyskl - INFO - Epoch [59][3100/7492] lr: 3.351e-02, eta: 4 days, 3:41:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5100, loss_cls: 8.1340, loss: 8.1340 2025-08-15 03:47:03,248 - pyskl - INFO - Epoch [59][3200/7492] lr: 3.350e-02, eta: 4 days, 3:40:56, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.5075, loss_cls: 8.1990, loss: 8.1990 2025-08-15 03:47:55,922 - pyskl - INFO - Epoch [59][3300/7492] lr: 3.350e-02, eta: 4 days, 3:40:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.4972, loss_cls: 8.2522, loss: 8.2522 2025-08-15 03:48:48,801 - pyskl - INFO - Epoch [59][3400/7492] lr: 3.349e-02, eta: 4 days, 3:39:13, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.4966, loss_cls: 8.1588, loss: 8.1588 2025-08-15 03:49:41,571 - pyskl - INFO - Epoch [59][3500/7492] lr: 3.348e-02, eta: 4 days, 3:38:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5138, loss_cls: 8.0683, loss: 8.0683 2025-08-15 03:50:34,199 - pyskl - INFO - Epoch [59][3600/7492] lr: 3.348e-02, eta: 4 days, 3:37:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5019, loss_cls: 8.1497, loss: 8.1497 2025-08-15 03:51:26,803 - pyskl - INFO - Epoch [59][3700/7492] lr: 3.347e-02, eta: 4 days, 3:36:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5072, loss_cls: 8.1392, loss: 8.1392 2025-08-15 03:52:19,465 - pyskl - INFO - Epoch [59][3800/7492] lr: 3.346e-02, eta: 4 days, 3:35:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5069, loss_cls: 8.1771, loss: 8.1771 2025-08-15 03:53:12,231 - pyskl - INFO - Epoch [59][3900/7492] lr: 3.346e-02, eta: 4 days, 3:34:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5119, loss_cls: 8.1113, loss: 8.1113 2025-08-15 03:54:05,038 - pyskl - INFO - Epoch [59][4000/7492] lr: 3.345e-02, eta: 4 days, 3:34:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4753, loss_cls: 8.3237, loss: 8.3237 2025-08-15 03:54:57,542 - pyskl - INFO - Epoch [59][4100/7492] lr: 3.345e-02, eta: 4 days, 3:33:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4959, loss_cls: 8.2835, loss: 8.2835 2025-08-15 03:55:50,094 - pyskl - INFO - Epoch [59][4200/7492] lr: 3.344e-02, eta: 4 days, 3:32:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5156, loss_cls: 8.2298, loss: 8.2298 2025-08-15 03:56:42,817 - pyskl - INFO - Epoch [59][4300/7492] lr: 3.343e-02, eta: 4 days, 3:31:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5006, loss_cls: 8.2175, loss: 8.2175 2025-08-15 03:57:35,371 - pyskl - INFO - Epoch [59][4400/7492] lr: 3.343e-02, eta: 4 days, 3:30:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5053, loss_cls: 8.1216, loss: 8.1216 2025-08-15 03:58:28,143 - pyskl - INFO - Epoch [59][4500/7492] lr: 3.342e-02, eta: 4 days, 3:29:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5012, loss_cls: 8.2779, loss: 8.2779 2025-08-15 03:59:20,439 - pyskl - INFO - Epoch [59][4600/7492] lr: 3.341e-02, eta: 4 days, 3:28:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2487, top5_acc: 0.4969, loss_cls: 8.1947, loss: 8.1947 2025-08-15 04:00:13,029 - pyskl - INFO - Epoch [59][4700/7492] lr: 3.341e-02, eta: 4 days, 3:27:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5050, loss_cls: 8.1807, loss: 8.1807 2025-08-15 04:01:05,601 - pyskl - INFO - Epoch [59][4800/7492] lr: 3.340e-02, eta: 4 days, 3:27:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5069, loss_cls: 8.1075, loss: 8.1075 2025-08-15 04:01:57,733 - pyskl - INFO - Epoch [59][4900/7492] lr: 3.339e-02, eta: 4 days, 3:26:15, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5109, loss_cls: 8.1100, loss: 8.1100 2025-08-15 04:02:50,459 - pyskl - INFO - Epoch [59][5000/7492] lr: 3.339e-02, eta: 4 days, 3:25:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.4981, loss_cls: 8.1790, loss: 8.1790 2025-08-15 04:03:43,102 - pyskl - INFO - Epoch [59][5100/7492] lr: 3.338e-02, eta: 4 days, 3:24:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2400, top5_acc: 0.4866, loss_cls: 8.2838, loss: 8.2838 2025-08-15 04:04:35,804 - pyskl - INFO - Epoch [59][5200/7492] lr: 3.337e-02, eta: 4 days, 3:23:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.5016, loss_cls: 8.1521, loss: 8.1521 2025-08-15 04:05:27,802 - pyskl - INFO - Epoch [59][5300/7492] lr: 3.337e-02, eta: 4 days, 3:22:47, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 8.1289, loss: 8.1289 2025-08-15 04:06:20,371 - pyskl - INFO - Epoch [59][5400/7492] lr: 3.336e-02, eta: 4 days, 3:21:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.4916, loss_cls: 8.2421, loss: 8.2421 2025-08-15 04:07:12,901 - pyskl - INFO - Epoch [59][5500/7492] lr: 3.335e-02, eta: 4 days, 3:21:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5097, loss_cls: 8.0781, loss: 8.0781 2025-08-15 04:08:05,308 - pyskl - INFO - Epoch [59][5600/7492] lr: 3.335e-02, eta: 4 days, 3:20:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5072, loss_cls: 8.1183, loss: 8.1183 2025-08-15 04:08:57,880 - pyskl - INFO - Epoch [59][5700/7492] lr: 3.334e-02, eta: 4 days, 3:19:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.5016, loss_cls: 8.1696, loss: 8.1696 2025-08-15 04:09:50,376 - pyskl - INFO - Epoch [59][5800/7492] lr: 3.333e-02, eta: 4 days, 3:18:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5116, loss_cls: 8.1858, loss: 8.1858 2025-08-15 04:10:42,988 - pyskl - INFO - Epoch [59][5900/7492] lr: 3.333e-02, eta: 4 days, 3:17:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5006, loss_cls: 8.1431, loss: 8.1431 2025-08-15 04:11:35,753 - pyskl - INFO - Epoch [59][6000/7492] lr: 3.332e-02, eta: 4 days, 3:16:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.4925, loss_cls: 8.2207, loss: 8.2207 2025-08-15 04:12:28,177 - pyskl - INFO - Epoch [59][6100/7492] lr: 3.331e-02, eta: 4 days, 3:15:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.5019, loss_cls: 8.1948, loss: 8.1948 2025-08-15 04:13:21,110 - pyskl - INFO - Epoch [59][6200/7492] lr: 3.331e-02, eta: 4 days, 3:15:00, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.4900, loss_cls: 8.2129, loss: 8.2129 2025-08-15 04:14:13,576 - pyskl - INFO - Epoch [59][6300/7492] lr: 3.330e-02, eta: 4 days, 3:14:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.4894, loss_cls: 8.2351, loss: 8.2351 2025-08-15 04:15:06,282 - pyskl - INFO - Epoch [59][6400/7492] lr: 3.329e-02, eta: 4 days, 3:13:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2397, top5_acc: 0.4891, loss_cls: 8.2199, loss: 8.2199 2025-08-15 04:15:58,965 - pyskl - INFO - Epoch [59][6500/7492] lr: 3.329e-02, eta: 4 days, 3:12:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5216, loss_cls: 8.0899, loss: 8.0899 2025-08-15 04:16:51,719 - pyskl - INFO - Epoch [59][6600/7492] lr: 3.328e-02, eta: 4 days, 3:11:33, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.5069, loss_cls: 8.1634, loss: 8.1634 2025-08-15 04:17:44,480 - pyskl - INFO - Epoch [59][6700/7492] lr: 3.327e-02, eta: 4 days, 3:10:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.5141, loss_cls: 8.1619, loss: 8.1619 2025-08-15 04:18:37,066 - pyskl - INFO - Epoch [59][6800/7492] lr: 3.327e-02, eta: 4 days, 3:09:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2431, top5_acc: 0.5075, loss_cls: 8.1899, loss: 8.1899 2025-08-15 04:19:29,661 - pyskl - INFO - Epoch [59][6900/7492] lr: 3.326e-02, eta: 4 days, 3:08:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.5025, loss_cls: 8.1475, loss: 8.1475 2025-08-15 04:20:22,397 - pyskl - INFO - Epoch [59][7000/7492] lr: 3.325e-02, eta: 4 days, 3:08:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5153, loss_cls: 8.1203, loss: 8.1203 2025-08-15 04:21:15,110 - pyskl - INFO - Epoch [59][7100/7492] lr: 3.325e-02, eta: 4 days, 3:07:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4966, loss_cls: 8.1761, loss: 8.1761 2025-08-15 04:22:07,883 - pyskl - INFO - Epoch [59][7200/7492] lr: 3.324e-02, eta: 4 days, 3:06:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4934, loss_cls: 8.3331, loss: 8.3331 2025-08-15 04:23:00,626 - pyskl - INFO - Epoch [59][7300/7492] lr: 3.323e-02, eta: 4 days, 3:05:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4888, loss_cls: 8.2615, loss: 8.2615 2025-08-15 04:23:53,121 - pyskl - INFO - Epoch [59][7400/7492] lr: 3.323e-02, eta: 4 days, 3:04:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4934, loss_cls: 8.2284, loss: 8.2284 2025-08-15 04:24:42,539 - pyskl - INFO - Saving checkpoint at 59 epochs 2025-08-15 04:25:33,766 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 04:25:34,505 - pyskl - INFO - top1_acc 0.2162 top5_acc 0.4444 2025-08-15 04:25:34,506 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 04:25:34,555 - pyskl - INFO - mean_acc 0.2162 2025-08-15 04:25:34,617 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_54.pth was removed 2025-08-15 04:25:35,685 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_59.pth. 2025-08-15 04:25:35,687 - pyskl - INFO - Best top1_acc is 0.2162 at 59 epoch. 2025-08-15 04:25:35,703 - pyskl - INFO - Epoch(val) [59][617] top1_acc: 0.2162, top5_acc: 0.4444, mean_class_accuracy: 0.2162 2025-08-15 04:26:57,481 - pyskl - INFO - Epoch [60][100/7492] lr: 3.322e-02, eta: 4 days, 3:02:30, time: 0.818, data_time: 0.294, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5266, loss_cls: 8.0831, loss: 8.0831 2025-08-15 04:27:49,953 - pyskl - INFO - Epoch [60][200/7492] lr: 3.321e-02, eta: 4 days, 3:01:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5169, loss_cls: 7.9937, loss: 7.9937 2025-08-15 04:28:42,030 - pyskl - INFO - Epoch [60][300/7492] lr: 3.320e-02, eta: 4 days, 3:00:45, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.4841, loss_cls: 8.1973, loss: 8.1973 2025-08-15 04:29:34,347 - pyskl - INFO - Epoch [60][400/7492] lr: 3.320e-02, eta: 4 days, 2:59:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5003, loss_cls: 8.1358, loss: 8.1358 2025-08-15 04:30:26,779 - pyskl - INFO - Epoch [60][500/7492] lr: 3.319e-02, eta: 4 days, 2:59:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5025, loss_cls: 8.1570, loss: 8.1570 2025-08-15 04:31:19,381 - pyskl - INFO - Epoch [60][600/7492] lr: 3.318e-02, eta: 4 days, 2:58:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5059, loss_cls: 8.1058, loss: 8.1058 2025-08-15 04:32:11,957 - pyskl - INFO - Epoch [60][700/7492] lr: 3.318e-02, eta: 4 days, 2:57:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5091, loss_cls: 8.0944, loss: 8.0944 2025-08-15 04:33:04,644 - pyskl - INFO - Epoch [60][800/7492] lr: 3.317e-02, eta: 4 days, 2:56:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5041, loss_cls: 8.2158, loss: 8.2158 2025-08-15 04:33:57,399 - pyskl - INFO - Epoch [60][900/7492] lr: 3.316e-02, eta: 4 days, 2:55:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5253, loss_cls: 8.0487, loss: 8.0487 2025-08-15 04:34:50,103 - pyskl - INFO - Epoch [60][1000/7492] lr: 3.316e-02, eta: 4 days, 2:54:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5062, loss_cls: 8.1935, loss: 8.1935 2025-08-15 04:35:42,544 - pyskl - INFO - Epoch [60][1100/7492] lr: 3.315e-02, eta: 4 days, 2:53:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.5125, loss_cls: 8.0824, loss: 8.0824 2025-08-15 04:36:35,215 - pyskl - INFO - Epoch [60][1200/7492] lr: 3.314e-02, eta: 4 days, 2:52:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.4875, loss_cls: 8.2714, loss: 8.2714 2025-08-15 04:37:27,803 - pyskl - INFO - Epoch [60][1300/7492] lr: 3.314e-02, eta: 4 days, 2:52:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.4988, loss_cls: 8.2517, loss: 8.2517 2025-08-15 04:38:20,224 - pyskl - INFO - Epoch [60][1400/7492] lr: 3.313e-02, eta: 4 days, 2:51:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 8.1524, loss: 8.1524 2025-08-15 04:39:12,685 - pyskl - INFO - Epoch [60][1500/7492] lr: 3.312e-02, eta: 4 days, 2:50:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2441, top5_acc: 0.4822, loss_cls: 8.2830, loss: 8.2830 2025-08-15 04:40:05,186 - pyskl - INFO - Epoch [60][1600/7492] lr: 3.312e-02, eta: 4 days, 2:49:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.4997, loss_cls: 8.2070, loss: 8.2070 2025-08-15 04:40:57,727 - pyskl - INFO - Epoch [60][1700/7492] lr: 3.311e-02, eta: 4 days, 2:48:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2734, top5_acc: 0.5197, loss_cls: 8.0180, loss: 8.0180 2025-08-15 04:41:50,257 - pyskl - INFO - Epoch [60][1800/7492] lr: 3.310e-02, eta: 4 days, 2:47:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5075, loss_cls: 8.1591, loss: 8.1591 2025-08-15 04:42:42,869 - pyskl - INFO - Epoch [60][1900/7492] lr: 3.310e-02, eta: 4 days, 2:46:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5097, loss_cls: 8.1430, loss: 8.1430 2025-08-15 04:43:35,392 - pyskl - INFO - Epoch [60][2000/7492] lr: 3.309e-02, eta: 4 days, 2:46:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5112, loss_cls: 8.0867, loss: 8.0867 2025-08-15 04:44:27,957 - pyskl - INFO - Epoch [60][2100/7492] lr: 3.308e-02, eta: 4 days, 2:45:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.4972, loss_cls: 8.2591, loss: 8.2591 2025-08-15 04:45:20,468 - pyskl - INFO - Epoch [60][2200/7492] lr: 3.308e-02, eta: 4 days, 2:44:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.5031, loss_cls: 8.2086, loss: 8.2086 2025-08-15 04:46:13,032 - pyskl - INFO - Epoch [60][2300/7492] lr: 3.307e-02, eta: 4 days, 2:43:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5053, loss_cls: 8.1297, loss: 8.1297 2025-08-15 04:47:05,430 - pyskl - INFO - Epoch [60][2400/7492] lr: 3.306e-02, eta: 4 days, 2:42:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5081, loss_cls: 8.1194, loss: 8.1194 2025-08-15 04:47:58,006 - pyskl - INFO - Epoch [60][2500/7492] lr: 3.306e-02, eta: 4 days, 2:41:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.4978, loss_cls: 8.1708, loss: 8.1708 2025-08-15 04:48:50,524 - pyskl - INFO - Epoch [60][2600/7492] lr: 3.305e-02, eta: 4 days, 2:40:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4900, loss_cls: 8.2032, loss: 8.2032 2025-08-15 04:49:43,069 - pyskl - INFO - Epoch [60][2700/7492] lr: 3.304e-02, eta: 4 days, 2:39:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2656, top5_acc: 0.5200, loss_cls: 8.0630, loss: 8.0630 2025-08-15 04:50:35,428 - pyskl - INFO - Epoch [60][2800/7492] lr: 3.304e-02, eta: 4 days, 2:39:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.4994, loss_cls: 8.2077, loss: 8.2077 2025-08-15 04:51:27,750 - pyskl - INFO - Epoch [60][2900/7492] lr: 3.303e-02, eta: 4 days, 2:38:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2416, top5_acc: 0.4903, loss_cls: 8.2667, loss: 8.2667 2025-08-15 04:52:20,375 - pyskl - INFO - Epoch [60][3000/7492] lr: 3.302e-02, eta: 4 days, 2:37:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.5150, loss_cls: 8.1738, loss: 8.1738 2025-08-15 04:53:12,840 - pyskl - INFO - Epoch [60][3100/7492] lr: 3.302e-02, eta: 4 days, 2:36:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4994, loss_cls: 8.1355, loss: 8.1355 2025-08-15 04:54:05,305 - pyskl - INFO - Epoch [60][3200/7492] lr: 3.301e-02, eta: 4 days, 2:35:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.4909, loss_cls: 8.2735, loss: 8.2735 2025-08-15 04:54:57,856 - pyskl - INFO - Epoch [60][3300/7492] lr: 3.300e-02, eta: 4 days, 2:34:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5047, loss_cls: 8.1564, loss: 8.1564 2025-08-15 04:55:50,457 - pyskl - INFO - Epoch [60][3400/7492] lr: 3.300e-02, eta: 4 days, 2:33:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5031, loss_cls: 8.1035, loss: 8.1035 2025-08-15 04:56:42,911 - pyskl - INFO - Epoch [60][3500/7492] lr: 3.299e-02, eta: 4 days, 2:33:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.4978, loss_cls: 8.0976, loss: 8.0976 2025-08-15 04:57:35,027 - pyskl - INFO - Epoch [60][3600/7492] lr: 3.298e-02, eta: 4 days, 2:32:10, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5109, loss_cls: 8.1618, loss: 8.1618 2025-08-15 04:58:27,144 - pyskl - INFO - Epoch [60][3700/7492] lr: 3.298e-02, eta: 4 days, 2:31:17, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.4950, loss_cls: 8.2973, loss: 8.2973 2025-08-15 04:59:19,412 - pyskl - INFO - Epoch [60][3800/7492] lr: 3.297e-02, eta: 4 days, 2:30:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5044, loss_cls: 8.0753, loss: 8.0753 2025-08-15 05:00:11,868 - pyskl - INFO - Epoch [60][3900/7492] lr: 3.296e-02, eta: 4 days, 2:29:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5050, loss_cls: 8.1729, loss: 8.1729 2025-08-15 05:01:04,287 - pyskl - INFO - Epoch [60][4000/7492] lr: 3.296e-02, eta: 4 days, 2:28:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2656, top5_acc: 0.5141, loss_cls: 8.1449, loss: 8.1449 2025-08-15 05:01:56,695 - pyskl - INFO - Epoch [60][4100/7492] lr: 3.295e-02, eta: 4 days, 2:27:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5012, loss_cls: 8.1407, loss: 8.1407 2025-08-15 05:02:49,218 - pyskl - INFO - Epoch [60][4200/7492] lr: 3.294e-02, eta: 4 days, 2:26:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5041, loss_cls: 8.1789, loss: 8.1789 2025-08-15 05:03:41,699 - pyskl - INFO - Epoch [60][4300/7492] lr: 3.294e-02, eta: 4 days, 2:26:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5062, loss_cls: 8.1892, loss: 8.1892 2025-08-15 05:04:33,992 - pyskl - INFO - Epoch [60][4400/7492] lr: 3.293e-02, eta: 4 days, 2:25:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4947, loss_cls: 8.2186, loss: 8.2186 2025-08-15 05:05:26,614 - pyskl - INFO - Epoch [60][4500/7492] lr: 3.292e-02, eta: 4 days, 2:24:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5009, loss_cls: 8.1363, loss: 8.1363 2025-08-15 05:06:19,023 - pyskl - INFO - Epoch [60][4600/7492] lr: 3.292e-02, eta: 4 days, 2:23:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5078, loss_cls: 8.1422, loss: 8.1422 2025-08-15 05:07:11,693 - pyskl - INFO - Epoch [60][4700/7492] lr: 3.291e-02, eta: 4 days, 2:22:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4972, loss_cls: 8.2130, loss: 8.2130 2025-08-15 05:08:04,155 - pyskl - INFO - Epoch [60][4800/7492] lr: 3.290e-02, eta: 4 days, 2:21:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5191, loss_cls: 8.1381, loss: 8.1381 2025-08-15 05:08:56,607 - pyskl - INFO - Epoch [60][4900/7492] lr: 3.290e-02, eta: 4 days, 2:20:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.4950, loss_cls: 8.2006, loss: 8.2006 2025-08-15 05:09:49,165 - pyskl - INFO - Epoch [60][5000/7492] lr: 3.289e-02, eta: 4 days, 2:20:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5162, loss_cls: 8.0114, loss: 8.0114 2025-08-15 05:10:41,670 - pyskl - INFO - Epoch [60][5100/7492] lr: 3.288e-02, eta: 4 days, 2:19:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5144, loss_cls: 8.1167, loss: 8.1167 2025-08-15 05:11:34,345 - pyskl - INFO - Epoch [60][5200/7492] lr: 3.288e-02, eta: 4 days, 2:18:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.4984, loss_cls: 8.2468, loss: 8.2468 2025-08-15 05:12:26,677 - pyskl - INFO - Epoch [60][5300/7492] lr: 3.287e-02, eta: 4 days, 2:17:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.5144, loss_cls: 8.1188, loss: 8.1188 2025-08-15 05:13:19,144 - pyskl - INFO - Epoch [60][5400/7492] lr: 3.286e-02, eta: 4 days, 2:16:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2403, top5_acc: 0.4769, loss_cls: 8.2591, loss: 8.2591 2025-08-15 05:14:11,629 - pyskl - INFO - Epoch [60][5500/7492] lr: 3.286e-02, eta: 4 days, 2:15:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.5138, loss_cls: 8.1467, loss: 8.1467 2025-08-15 05:15:04,127 - pyskl - INFO - Epoch [60][5600/7492] lr: 3.285e-02, eta: 4 days, 2:14:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.4959, loss_cls: 8.2392, loss: 8.2392 2025-08-15 05:15:56,657 - pyskl - INFO - Epoch [60][5700/7492] lr: 3.284e-02, eta: 4 days, 2:13:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5000, loss_cls: 8.2648, loss: 8.2648 2025-08-15 05:16:48,980 - pyskl - INFO - Epoch [60][5800/7492] lr: 3.284e-02, eta: 4 days, 2:13:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5066, loss_cls: 8.1392, loss: 8.1392 2025-08-15 05:17:41,572 - pyskl - INFO - Epoch [60][5900/7492] lr: 3.283e-02, eta: 4 days, 2:12:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4988, loss_cls: 8.0632, loss: 8.0632 2025-08-15 05:18:34,096 - pyskl - INFO - Epoch [60][6000/7492] lr: 3.282e-02, eta: 4 days, 2:11:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.5028, loss_cls: 8.1673, loss: 8.1673 2025-08-15 05:19:26,600 - pyskl - INFO - Epoch [60][6100/7492] lr: 3.282e-02, eta: 4 days, 2:10:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4838, loss_cls: 8.2902, loss: 8.2902 2025-08-15 05:20:19,302 - pyskl - INFO - Epoch [60][6200/7492] lr: 3.281e-02, eta: 4 days, 2:09:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2378, top5_acc: 0.4847, loss_cls: 8.2287, loss: 8.2287 2025-08-15 05:21:11,873 - pyskl - INFO - Epoch [60][6300/7492] lr: 3.280e-02, eta: 4 days, 2:08:44, time: 0.527, data_time: 0.002, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4953, loss_cls: 8.1375, loss: 8.1375 2025-08-15 05:22:04,480 - pyskl - INFO - Epoch [60][6400/7492] lr: 3.280e-02, eta: 4 days, 2:07:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5006, loss_cls: 8.1556, loss: 8.1556 2025-08-15 05:22:57,303 - pyskl - INFO - Epoch [60][6500/7492] lr: 3.279e-02, eta: 4 days, 2:07:01, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2425, top5_acc: 0.4981, loss_cls: 8.1418, loss: 8.1418 2025-08-15 05:23:49,739 - pyskl - INFO - Epoch [60][6600/7492] lr: 3.278e-02, eta: 4 days, 2:06:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5172, loss_cls: 8.1399, loss: 8.1399 2025-08-15 05:24:42,283 - pyskl - INFO - Epoch [60][6700/7492] lr: 3.278e-02, eta: 4 days, 2:05:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 8.1764, loss: 8.1764 2025-08-15 05:25:34,743 - pyskl - INFO - Epoch [60][6800/7492] lr: 3.277e-02, eta: 4 days, 2:04:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.5028, loss_cls: 8.1636, loss: 8.1636 2025-08-15 05:26:27,275 - pyskl - INFO - Epoch [60][6900/7492] lr: 3.276e-02, eta: 4 days, 2:03:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5019, loss_cls: 8.1793, loss: 8.1793 2025-08-15 05:27:19,794 - pyskl - INFO - Epoch [60][7000/7492] lr: 3.276e-02, eta: 4 days, 2:02:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.4825, loss_cls: 8.2813, loss: 8.2813 2025-08-15 05:28:12,304 - pyskl - INFO - Epoch [60][7100/7492] lr: 3.275e-02, eta: 4 days, 2:01:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5053, loss_cls: 8.2074, loss: 8.2074 2025-08-15 05:29:04,775 - pyskl - INFO - Epoch [60][7200/7492] lr: 3.274e-02, eta: 4 days, 2:00:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2578, top5_acc: 0.5088, loss_cls: 8.1805, loss: 8.1805 2025-08-15 05:29:57,423 - pyskl - INFO - Epoch [60][7300/7492] lr: 3.274e-02, eta: 4 days, 2:00:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.5044, loss_cls: 8.1649, loss: 8.1649 2025-08-15 05:30:49,793 - pyskl - INFO - Epoch [60][7400/7492] lr: 3.273e-02, eta: 4 days, 1:59:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.4953, loss_cls: 8.1847, loss: 8.1847 2025-08-15 05:31:38,963 - pyskl - INFO - Saving checkpoint at 60 epochs 2025-08-15 05:32:35,624 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 05:32:36,366 - pyskl - INFO - top1_acc 0.2110 top5_acc 0.4389 2025-08-15 05:32:36,366 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 05:32:36,409 - pyskl - INFO - mean_acc 0.2108 2025-08-15 05:32:36,423 - pyskl - INFO - Epoch(val) [60][617] top1_acc: 0.2110, top5_acc: 0.4389, mean_class_accuracy: 0.2108 2025-08-15 05:33:58,192 - pyskl - INFO - Epoch [61][100/7492] lr: 3.272e-02, eta: 4 days, 1:57:04, time: 0.818, data_time: 0.291, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5134, loss_cls: 8.1117, loss: 8.1117 2025-08-15 05:34:50,459 - pyskl - INFO - Epoch [61][200/7492] lr: 3.271e-02, eta: 4 days, 1:56:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5184, loss_cls: 8.0998, loss: 8.0998 2025-08-15 05:35:42,903 - pyskl - INFO - Epoch [61][300/7492] lr: 3.271e-02, eta: 4 days, 1:55:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5153, loss_cls: 8.1637, loss: 8.1637 2025-08-15 05:36:35,332 - pyskl - INFO - Epoch [61][400/7492] lr: 3.270e-02, eta: 4 days, 1:54:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5156, loss_cls: 8.0655, loss: 8.0655 2025-08-15 05:37:27,995 - pyskl - INFO - Epoch [61][500/7492] lr: 3.269e-02, eta: 4 days, 1:53:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.5134, loss_cls: 8.1717, loss: 8.1717 2025-08-15 05:38:20,683 - pyskl - INFO - Epoch [61][600/7492] lr: 3.269e-02, eta: 4 days, 1:52:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2578, top5_acc: 0.5066, loss_cls: 8.1539, loss: 8.1539 2025-08-15 05:39:13,231 - pyskl - INFO - Epoch [61][700/7492] lr: 3.268e-02, eta: 4 days, 1:51:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.4966, loss_cls: 8.1574, loss: 8.1574 2025-08-15 05:40:06,091 - pyskl - INFO - Epoch [61][800/7492] lr: 3.267e-02, eta: 4 days, 1:51:01, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2447, top5_acc: 0.5028, loss_cls: 8.1420, loss: 8.1420 2025-08-15 05:40:58,674 - pyskl - INFO - Epoch [61][900/7492] lr: 3.267e-02, eta: 4 days, 1:50:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5000, loss_cls: 8.1827, loss: 8.1827 2025-08-15 05:41:51,473 - pyskl - INFO - Epoch [61][1000/7492] lr: 3.266e-02, eta: 4 days, 1:49:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5066, loss_cls: 8.0458, loss: 8.0458 2025-08-15 05:42:44,342 - pyskl - INFO - Epoch [61][1100/7492] lr: 3.265e-02, eta: 4 days, 1:48:26, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5059, loss_cls: 8.1674, loss: 8.1674 2025-08-15 05:43:36,992 - pyskl - INFO - Epoch [61][1200/7492] lr: 3.265e-02, eta: 4 days, 1:47:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.5016, loss_cls: 8.1651, loss: 8.1651 2025-08-15 05:44:29,766 - pyskl - INFO - Epoch [61][1300/7492] lr: 3.264e-02, eta: 4 days, 1:46:42, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2394, top5_acc: 0.4997, loss_cls: 8.2022, loss: 8.2022 2025-08-15 05:45:22,414 - pyskl - INFO - Epoch [61][1400/7492] lr: 3.263e-02, eta: 4 days, 1:45:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5006, loss_cls: 8.2310, loss: 8.2310 2025-08-15 05:46:15,246 - pyskl - INFO - Epoch [61][1500/7492] lr: 3.263e-02, eta: 4 days, 1:44:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5038, loss_cls: 8.1495, loss: 8.1495 2025-08-15 05:47:08,046 - pyskl - INFO - Epoch [61][1600/7492] lr: 3.262e-02, eta: 4 days, 1:44:07, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5053, loss_cls: 8.1390, loss: 8.1390 2025-08-15 05:48:00,644 - pyskl - INFO - Epoch [61][1700/7492] lr: 3.261e-02, eta: 4 days, 1:43:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4938, loss_cls: 8.1443, loss: 8.1443 2025-08-15 05:48:53,411 - pyskl - INFO - Epoch [61][1800/7492] lr: 3.261e-02, eta: 4 days, 1:42:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.5175, loss_cls: 8.1355, loss: 8.1355 2025-08-15 05:49:46,359 - pyskl - INFO - Epoch [61][1900/7492] lr: 3.260e-02, eta: 4 days, 1:41:33, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5000, loss_cls: 8.1855, loss: 8.1855 2025-08-15 05:50:39,063 - pyskl - INFO - Epoch [61][2000/7492] lr: 3.259e-02, eta: 4 days, 1:40:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2569, top5_acc: 0.5147, loss_cls: 8.1207, loss: 8.1207 2025-08-15 05:51:31,751 - pyskl - INFO - Epoch [61][2100/7492] lr: 3.259e-02, eta: 4 days, 1:39:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.4913, loss_cls: 8.3297, loss: 8.3297 2025-08-15 05:52:24,514 - pyskl - INFO - Epoch [61][2200/7492] lr: 3.258e-02, eta: 4 days, 1:38:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5012, loss_cls: 8.2096, loss: 8.2096 2025-08-15 05:53:17,117 - pyskl - INFO - Epoch [61][2300/7492] lr: 3.257e-02, eta: 4 days, 1:38:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.4931, loss_cls: 8.2182, loss: 8.2182 2025-08-15 05:54:09,734 - pyskl - INFO - Epoch [61][2400/7492] lr: 3.257e-02, eta: 4 days, 1:37:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.5041, loss_cls: 8.1800, loss: 8.1800 2025-08-15 05:55:02,442 - pyskl - INFO - Epoch [61][2500/7492] lr: 3.256e-02, eta: 4 days, 1:36:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5134, loss_cls: 8.0383, loss: 8.0383 2025-08-15 05:55:55,152 - pyskl - INFO - Epoch [61][2600/7492] lr: 3.255e-02, eta: 4 days, 1:35:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5000, loss_cls: 8.1265, loss: 8.1265 2025-08-15 05:56:47,873 - pyskl - INFO - Epoch [61][2700/7492] lr: 3.255e-02, eta: 4 days, 1:34:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5031, loss_cls: 8.1242, loss: 8.1242 2025-08-15 05:57:40,547 - pyskl - INFO - Epoch [61][2800/7492] lr: 3.254e-02, eta: 4 days, 1:33:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5041, loss_cls: 8.1080, loss: 8.1080 2025-08-15 05:58:33,163 - pyskl - INFO - Epoch [61][2900/7492] lr: 3.253e-02, eta: 4 days, 1:32:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5091, loss_cls: 8.0785, loss: 8.0785 2025-08-15 05:59:26,194 - pyskl - INFO - Epoch [61][3000/7492] lr: 3.253e-02, eta: 4 days, 1:32:04, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.5000, loss_cls: 8.1849, loss: 8.1849 2025-08-15 06:00:19,012 - pyskl - INFO - Epoch [61][3100/7492] lr: 3.252e-02, eta: 4 days, 1:31:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5100, loss_cls: 8.0921, loss: 8.0921 2025-08-15 06:01:11,935 - pyskl - INFO - Epoch [61][3200/7492] lr: 3.251e-02, eta: 4 days, 1:30:21, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.4981, loss_cls: 8.2275, loss: 8.2275 2025-08-15 06:02:04,801 - pyskl - INFO - Epoch [61][3300/7492] lr: 3.251e-02, eta: 4 days, 1:29:29, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5097, loss_cls: 8.1304, loss: 8.1304 2025-08-15 06:02:57,317 - pyskl - INFO - Epoch [61][3400/7492] lr: 3.250e-02, eta: 4 days, 1:28:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.4997, loss_cls: 8.2647, loss: 8.2647 2025-08-15 06:03:50,138 - pyskl - INFO - Epoch [61][3500/7492] lr: 3.249e-02, eta: 4 days, 1:27:46, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2753, top5_acc: 0.5241, loss_cls: 8.0988, loss: 8.0988 2025-08-15 06:04:42,668 - pyskl - INFO - Epoch [61][3600/7492] lr: 3.249e-02, eta: 4 days, 1:26:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5041, loss_cls: 8.2305, loss: 8.2305 2025-08-15 06:05:35,255 - pyskl - INFO - Epoch [61][3700/7492] lr: 3.248e-02, eta: 4 days, 1:26:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.5131, loss_cls: 8.0973, loss: 8.0973 2025-08-15 06:06:27,982 - pyskl - INFO - Epoch [61][3800/7492] lr: 3.247e-02, eta: 4 days, 1:25:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4956, loss_cls: 8.2101, loss: 8.2101 2025-08-15 06:07:20,767 - pyskl - INFO - Epoch [61][3900/7492] lr: 3.247e-02, eta: 4 days, 1:24:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4922, loss_cls: 8.2036, loss: 8.2036 2025-08-15 06:08:13,294 - pyskl - INFO - Epoch [61][4000/7492] lr: 3.246e-02, eta: 4 days, 1:23:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.4884, loss_cls: 8.2482, loss: 8.2482 2025-08-15 06:09:06,205 - pyskl - INFO - Epoch [61][4100/7492] lr: 3.245e-02, eta: 4 days, 1:22:35, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.5062, loss_cls: 8.2139, loss: 8.2139 2025-08-15 06:09:58,654 - pyskl - INFO - Epoch [61][4200/7492] lr: 3.245e-02, eta: 4 days, 1:21:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5100, loss_cls: 8.0878, loss: 8.0878 2025-08-15 06:10:51,194 - pyskl - INFO - Epoch [61][4300/7492] lr: 3.244e-02, eta: 4 days, 1:20:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5078, loss_cls: 8.1113, loss: 8.1113 2025-08-15 06:11:43,845 - pyskl - INFO - Epoch [61][4400/7492] lr: 3.243e-02, eta: 4 days, 1:19:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5078, loss_cls: 8.0886, loss: 8.0886 2025-08-15 06:12:36,564 - pyskl - INFO - Epoch [61][4500/7492] lr: 3.243e-02, eta: 4 days, 1:19:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5047, loss_cls: 8.0695, loss: 8.0695 2025-08-15 06:13:29,231 - pyskl - INFO - Epoch [61][4600/7492] lr: 3.242e-02, eta: 4 days, 1:18:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5175, loss_cls: 8.1275, loss: 8.1275 2025-08-15 06:14:22,027 - pyskl - INFO - Epoch [61][4700/7492] lr: 3.241e-02, eta: 4 days, 1:17:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5103, loss_cls: 8.0492, loss: 8.0492 2025-08-15 06:15:15,051 - pyskl - INFO - Epoch [61][4800/7492] lr: 3.241e-02, eta: 4 days, 1:16:33, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4919, loss_cls: 8.2349, loss: 8.2349 2025-08-15 06:16:07,731 - pyskl - INFO - Epoch [61][4900/7492] lr: 3.240e-02, eta: 4 days, 1:15:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5091, loss_cls: 8.1772, loss: 8.1772 2025-08-15 06:17:00,160 - pyskl - INFO - Epoch [61][5000/7492] lr: 3.239e-02, eta: 4 days, 1:14:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5125, loss_cls: 8.1727, loss: 8.1727 2025-08-15 06:17:52,638 - pyskl - INFO - Epoch [61][5100/7492] lr: 3.239e-02, eta: 4 days, 1:13:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.5103, loss_cls: 8.0901, loss: 8.0901 2025-08-15 06:18:45,539 - pyskl - INFO - Epoch [61][5200/7492] lr: 3.238e-02, eta: 4 days, 1:13:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5122, loss_cls: 8.1465, loss: 8.1465 2025-08-15 06:19:38,032 - pyskl - INFO - Epoch [61][5300/7492] lr: 3.237e-02, eta: 4 days, 1:12:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5050, loss_cls: 8.1062, loss: 8.1062 2025-08-15 06:20:30,547 - pyskl - INFO - Epoch [61][5400/7492] lr: 3.237e-02, eta: 4 days, 1:11:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5119, loss_cls: 8.1583, loss: 8.1583 2025-08-15 06:21:23,223 - pyskl - INFO - Epoch [61][5500/7492] lr: 3.236e-02, eta: 4 days, 1:10:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5062, loss_cls: 8.0974, loss: 8.0974 2025-08-15 06:22:15,787 - pyskl - INFO - Epoch [61][5600/7492] lr: 3.235e-02, eta: 4 days, 1:09:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5141, loss_cls: 8.0885, loss: 8.0885 2025-08-15 06:23:08,318 - pyskl - INFO - Epoch [61][5700/7492] lr: 3.235e-02, eta: 4 days, 1:08:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.5034, loss_cls: 8.1440, loss: 8.1440 2025-08-15 06:24:00,960 - pyskl - INFO - Epoch [61][5800/7492] lr: 3.234e-02, eta: 4 days, 1:07:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.5147, loss_cls: 8.0840, loss: 8.0840 2025-08-15 06:24:53,680 - pyskl - INFO - Epoch [61][5900/7492] lr: 3.233e-02, eta: 4 days, 1:07:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4888, loss_cls: 8.2373, loss: 8.2373 2025-08-15 06:25:46,336 - pyskl - INFO - Epoch [61][6000/7492] lr: 3.233e-02, eta: 4 days, 1:06:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5212, loss_cls: 8.0381, loss: 8.0381 2025-08-15 06:26:38,882 - pyskl - INFO - Epoch [61][6100/7492] lr: 3.232e-02, eta: 4 days, 1:05:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5181, loss_cls: 8.0971, loss: 8.0971 2025-08-15 06:27:31,460 - pyskl - INFO - Epoch [61][6200/7492] lr: 3.231e-02, eta: 4 days, 1:04:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5056, loss_cls: 8.1267, loss: 8.1267 2025-08-15 06:28:24,289 - pyskl - INFO - Epoch [61][6300/7492] lr: 3.231e-02, eta: 4 days, 1:03:35, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.5000, loss_cls: 8.1788, loss: 8.1788 2025-08-15 06:29:16,845 - pyskl - INFO - Epoch [61][6400/7492] lr: 3.230e-02, eta: 4 days, 1:02:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5047, loss_cls: 8.0897, loss: 8.0897 2025-08-15 06:30:09,590 - pyskl - INFO - Epoch [61][6500/7492] lr: 3.229e-02, eta: 4 days, 1:01:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.4994, loss_cls: 8.2277, loss: 8.2277 2025-08-15 06:31:02,475 - pyskl - INFO - Epoch [61][6600/7492] lr: 3.229e-02, eta: 4 days, 1:01:00, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.4900, loss_cls: 8.1544, loss: 8.1544 2025-08-15 06:31:55,456 - pyskl - INFO - Epoch [61][6700/7492] lr: 3.228e-02, eta: 4 days, 1:00:09, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5125, loss_cls: 8.0991, loss: 8.0991 2025-08-15 06:32:48,047 - pyskl - INFO - Epoch [61][6800/7492] lr: 3.227e-02, eta: 4 days, 0:59:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5081, loss_cls: 8.1060, loss: 8.1060 2025-08-15 06:33:40,623 - pyskl - INFO - Epoch [61][6900/7492] lr: 3.227e-02, eta: 4 days, 0:58:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5106, loss_cls: 8.1461, loss: 8.1461 2025-08-15 06:34:33,273 - pyskl - INFO - Epoch [61][7000/7492] lr: 3.226e-02, eta: 4 days, 0:57:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5222, loss_cls: 8.1114, loss: 8.1114 2025-08-15 06:35:25,967 - pyskl - INFO - Epoch [61][7100/7492] lr: 3.225e-02, eta: 4 days, 0:56:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.5138, loss_cls: 8.1311, loss: 8.1311 2025-08-15 06:36:18,582 - pyskl - INFO - Epoch [61][7200/7492] lr: 3.225e-02, eta: 4 days, 0:55:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.4878, loss_cls: 8.2310, loss: 8.2310 2025-08-15 06:37:11,079 - pyskl - INFO - Epoch [61][7300/7492] lr: 3.224e-02, eta: 4 days, 0:54:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2569, top5_acc: 0.5016, loss_cls: 8.1106, loss: 8.1106 2025-08-15 06:38:03,733 - pyskl - INFO - Epoch [61][7400/7492] lr: 3.223e-02, eta: 4 days, 0:54:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5159, loss_cls: 8.0710, loss: 8.0710 2025-08-15 06:38:53,221 - pyskl - INFO - Saving checkpoint at 61 epochs 2025-08-15 06:39:48,644 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 06:39:49,377 - pyskl - INFO - top1_acc 0.2158 top5_acc 0.4421 2025-08-15 06:39:49,377 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 06:39:49,415 - pyskl - INFO - mean_acc 0.2156 2025-08-15 06:39:49,434 - pyskl - INFO - Epoch(val) [61][617] top1_acc: 0.2158, top5_acc: 0.4421, mean_class_accuracy: 0.2156 2025-08-15 06:41:11,354 - pyskl - INFO - Epoch [62][100/7492] lr: 3.222e-02, eta: 4 days, 0:51:58, time: 0.819, data_time: 0.291, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5228, loss_cls: 8.0344, loss: 8.0344 2025-08-15 06:42:03,627 - pyskl - INFO - Epoch [62][200/7492] lr: 3.221e-02, eta: 4 days, 0:51:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5197, loss_cls: 8.0475, loss: 8.0475 2025-08-15 06:42:56,036 - pyskl - INFO - Epoch [62][300/7492] lr: 3.221e-02, eta: 4 days, 0:50:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5216, loss_cls: 8.0201, loss: 8.0201 2025-08-15 06:43:48,496 - pyskl - INFO - Epoch [62][400/7492] lr: 3.220e-02, eta: 4 days, 0:49:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5125, loss_cls: 8.1031, loss: 8.1031 2025-08-15 06:44:40,973 - pyskl - INFO - Epoch [62][500/7492] lr: 3.219e-02, eta: 4 days, 0:48:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.5147, loss_cls: 8.1006, loss: 8.1006 2025-08-15 06:45:33,656 - pyskl - INFO - Epoch [62][600/7492] lr: 3.219e-02, eta: 4 days, 0:47:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5109, loss_cls: 8.0457, loss: 8.0457 2025-08-15 06:46:26,160 - pyskl - INFO - Epoch [62][700/7492] lr: 3.218e-02, eta: 4 days, 0:46:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5281, loss_cls: 8.0370, loss: 8.0370 2025-08-15 06:47:18,659 - pyskl - INFO - Epoch [62][800/7492] lr: 3.217e-02, eta: 4 days, 0:45:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2656, top5_acc: 0.5006, loss_cls: 8.1751, loss: 8.1751 2025-08-15 06:48:11,314 - pyskl - INFO - Epoch [62][900/7492] lr: 3.217e-02, eta: 4 days, 0:45:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5097, loss_cls: 8.0986, loss: 8.0986 2025-08-15 06:49:03,879 - pyskl - INFO - Epoch [62][1000/7492] lr: 3.216e-02, eta: 4 days, 0:44:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5300, loss_cls: 7.9862, loss: 7.9862 2025-08-15 06:49:56,618 - pyskl - INFO - Epoch [62][1100/7492] lr: 3.215e-02, eta: 4 days, 0:43:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5219, loss_cls: 8.0665, loss: 8.0665 2025-08-15 06:50:49,124 - pyskl - INFO - Epoch [62][1200/7492] lr: 3.215e-02, eta: 4 days, 0:42:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.5181, loss_cls: 8.1585, loss: 8.1585 2025-08-15 06:51:41,694 - pyskl - INFO - Epoch [62][1300/7492] lr: 3.214e-02, eta: 4 days, 0:41:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5294, loss_cls: 8.0156, loss: 8.0156 2025-08-15 06:52:34,112 - pyskl - INFO - Epoch [62][1400/7492] lr: 3.213e-02, eta: 4 days, 0:40:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5066, loss_cls: 8.1389, loss: 8.1389 2025-08-15 06:53:26,651 - pyskl - INFO - Epoch [62][1500/7492] lr: 3.213e-02, eta: 4 days, 0:39:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5000, loss_cls: 8.1196, loss: 8.1196 2025-08-15 06:54:19,289 - pyskl - INFO - Epoch [62][1600/7492] lr: 3.212e-02, eta: 4 days, 0:38:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.5041, loss_cls: 8.1694, loss: 8.1694 2025-08-15 06:55:11,749 - pyskl - INFO - Epoch [62][1700/7492] lr: 3.211e-02, eta: 4 days, 0:38:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5181, loss_cls: 8.0845, loss: 8.0845 2025-08-15 06:56:04,244 - pyskl - INFO - Epoch [62][1800/7492] lr: 3.211e-02, eta: 4 days, 0:37:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5050, loss_cls: 8.1357, loss: 8.1357 2025-08-15 06:56:57,073 - pyskl - INFO - Epoch [62][1900/7492] lr: 3.210e-02, eta: 4 days, 0:36:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4872, loss_cls: 8.2290, loss: 8.2290 2025-08-15 06:57:49,829 - pyskl - INFO - Epoch [62][2000/7492] lr: 3.209e-02, eta: 4 days, 0:35:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.5075, loss_cls: 8.1412, loss: 8.1412 2025-08-15 06:58:42,200 - pyskl - INFO - Epoch [62][2100/7492] lr: 3.209e-02, eta: 4 days, 0:34:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5153, loss_cls: 8.1331, loss: 8.1331 2025-08-15 06:59:34,928 - pyskl - INFO - Epoch [62][2200/7492] lr: 3.208e-02, eta: 4 days, 0:33:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5084, loss_cls: 8.1614, loss: 8.1614 2025-08-15 07:00:27,410 - pyskl - INFO - Epoch [62][2300/7492] lr: 3.207e-02, eta: 4 days, 0:32:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5025, loss_cls: 8.1125, loss: 8.1125 2025-08-15 07:01:20,021 - pyskl - INFO - Epoch [62][2400/7492] lr: 3.207e-02, eta: 4 days, 0:32:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5119, loss_cls: 8.1189, loss: 8.1189 2025-08-15 07:02:12,578 - pyskl - INFO - Epoch [62][2500/7492] lr: 3.206e-02, eta: 4 days, 0:31:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.5031, loss_cls: 8.1474, loss: 8.1474 2025-08-15 07:03:05,022 - pyskl - INFO - Epoch [62][2600/7492] lr: 3.205e-02, eta: 4 days, 0:30:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5122, loss_cls: 8.1681, loss: 8.1681 2025-08-15 07:03:57,538 - pyskl - INFO - Epoch [62][2700/7492] lr: 3.205e-02, eta: 4 days, 0:29:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2406, top5_acc: 0.5041, loss_cls: 8.1558, loss: 8.1558 2025-08-15 07:04:50,188 - pyskl - INFO - Epoch [62][2800/7492] lr: 3.204e-02, eta: 4 days, 0:28:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5084, loss_cls: 8.1658, loss: 8.1658 2025-08-15 07:05:42,858 - pyskl - INFO - Epoch [62][2900/7492] lr: 3.203e-02, eta: 4 days, 0:27:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.5041, loss_cls: 8.1753, loss: 8.1753 2025-08-15 07:06:35,819 - pyskl - INFO - Epoch [62][3000/7492] lr: 3.202e-02, eta: 4 days, 0:26:52, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.4981, loss_cls: 8.1616, loss: 8.1616 2025-08-15 07:07:28,270 - pyskl - INFO - Epoch [62][3100/7492] lr: 3.202e-02, eta: 4 days, 0:26:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.5166, loss_cls: 8.0556, loss: 8.0556 2025-08-15 07:08:20,693 - pyskl - INFO - Epoch [62][3200/7492] lr: 3.201e-02, eta: 4 days, 0:25:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.4981, loss_cls: 8.1239, loss: 8.1239 2025-08-15 07:09:13,420 - pyskl - INFO - Epoch [62][3300/7492] lr: 3.200e-02, eta: 4 days, 0:24:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5000, loss_cls: 8.1784, loss: 8.1784 2025-08-15 07:10:05,922 - pyskl - INFO - Epoch [62][3400/7492] lr: 3.200e-02, eta: 4 days, 0:23:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2412, top5_acc: 0.4972, loss_cls: 8.1302, loss: 8.1302 2025-08-15 07:10:58,334 - pyskl - INFO - Epoch [62][3500/7492] lr: 3.199e-02, eta: 4 days, 0:22:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5150, loss_cls: 8.1017, loss: 8.1017 2025-08-15 07:11:50,979 - pyskl - INFO - Epoch [62][3600/7492] lr: 3.198e-02, eta: 4 days, 0:21:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5116, loss_cls: 8.1440, loss: 8.1440 2025-08-15 07:12:43,439 - pyskl - INFO - Epoch [62][3700/7492] lr: 3.198e-02, eta: 4 days, 0:20:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2475, top5_acc: 0.5028, loss_cls: 8.1568, loss: 8.1568 2025-08-15 07:13:36,153 - pyskl - INFO - Epoch [62][3800/7492] lr: 3.197e-02, eta: 4 days, 0:19:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5072, loss_cls: 8.1458, loss: 8.1458 2025-08-15 07:14:28,791 - pyskl - INFO - Epoch [62][3900/7492] lr: 3.196e-02, eta: 4 days, 0:19:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5166, loss_cls: 8.0561, loss: 8.0561 2025-08-15 07:15:21,414 - pyskl - INFO - Epoch [62][4000/7492] lr: 3.196e-02, eta: 4 days, 0:18:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2578, top5_acc: 0.4975, loss_cls: 8.1108, loss: 8.1108 2025-08-15 07:16:14,203 - pyskl - INFO - Epoch [62][4100/7492] lr: 3.195e-02, eta: 4 days, 0:17:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.5131, loss_cls: 8.1286, loss: 8.1286 2025-08-15 07:17:06,896 - pyskl - INFO - Epoch [62][4200/7492] lr: 3.194e-02, eta: 4 days, 0:16:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.5022, loss_cls: 8.2522, loss: 8.2522 2025-08-15 07:17:59,705 - pyskl - INFO - Epoch [62][4300/7492] lr: 3.194e-02, eta: 4 days, 0:15:38, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5006, loss_cls: 8.2706, loss: 8.2706 2025-08-15 07:18:52,281 - pyskl - INFO - Epoch [62][4400/7492] lr: 3.193e-02, eta: 4 days, 0:14:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.4913, loss_cls: 8.1916, loss: 8.1916 2025-08-15 07:19:44,606 - pyskl - INFO - Epoch [62][4500/7492] lr: 3.192e-02, eta: 4 days, 0:13:54, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5034, loss_cls: 8.2366, loss: 8.2366 2025-08-15 07:20:37,277 - pyskl - INFO - Epoch [62][4600/7492] lr: 3.192e-02, eta: 4 days, 0:13:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.4947, loss_cls: 8.2911, loss: 8.2911 2025-08-15 07:21:29,853 - pyskl - INFO - Epoch [62][4700/7492] lr: 3.191e-02, eta: 4 days, 0:12:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5131, loss_cls: 8.2606, loss: 8.2606 2025-08-15 07:22:22,297 - pyskl - INFO - Epoch [62][4800/7492] lr: 3.190e-02, eta: 4 days, 0:11:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.4897, loss_cls: 8.1665, loss: 8.1665 2025-08-15 07:23:14,806 - pyskl - INFO - Epoch [62][4900/7492] lr: 3.190e-02, eta: 4 days, 0:10:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5038, loss_cls: 8.0773, loss: 8.0773 2025-08-15 07:24:07,108 - pyskl - INFO - Epoch [62][5000/7492] lr: 3.189e-02, eta: 4 days, 0:09:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2437, top5_acc: 0.4884, loss_cls: 8.1901, loss: 8.1901 2025-08-15 07:24:59,703 - pyskl - INFO - Epoch [62][5100/7492] lr: 3.188e-02, eta: 4 days, 0:08:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2512, top5_acc: 0.4991, loss_cls: 8.1921, loss: 8.1921 2025-08-15 07:25:52,123 - pyskl - INFO - Epoch [62][5200/7492] lr: 3.188e-02, eta: 4 days, 0:07:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.5088, loss_cls: 8.0940, loss: 8.0940 2025-08-15 07:26:44,678 - pyskl - INFO - Epoch [62][5300/7492] lr: 3.187e-02, eta: 4 days, 0:06:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5106, loss_cls: 8.1160, loss: 8.1160 2025-08-15 07:27:37,131 - pyskl - INFO - Epoch [62][5400/7492] lr: 3.186e-02, eta: 4 days, 0:06:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.4947, loss_cls: 8.2064, loss: 8.2064 2025-08-15 07:28:29,625 - pyskl - INFO - Epoch [62][5500/7492] lr: 3.186e-02, eta: 4 days, 0:05:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5238, loss_cls: 8.0545, loss: 8.0545 2025-08-15 07:29:21,904 - pyskl - INFO - Epoch [62][5600/7492] lr: 3.185e-02, eta: 4 days, 0:04:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.5138, loss_cls: 8.1197, loss: 8.1197 2025-08-15 07:30:14,275 - pyskl - INFO - Epoch [62][5700/7492] lr: 3.184e-02, eta: 4 days, 0:03:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5081, loss_cls: 8.1446, loss: 8.1446 2025-08-15 07:31:06,707 - pyskl - INFO - Epoch [62][5800/7492] lr: 3.184e-02, eta: 4 days, 0:02:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.4991, loss_cls: 8.2411, loss: 8.2411 2025-08-15 07:31:59,130 - pyskl - INFO - Epoch [62][5900/7492] lr: 3.183e-02, eta: 4 days, 0:01:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.5128, loss_cls: 8.1983, loss: 8.1983 2025-08-15 07:32:51,346 - pyskl - INFO - Epoch [62][6000/7492] lr: 3.182e-02, eta: 4 days, 0:00:52, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4953, loss_cls: 8.1721, loss: 8.1721 2025-08-15 07:33:43,836 - pyskl - INFO - Epoch [62][6100/7492] lr: 3.182e-02, eta: 4 days, 0:00:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4900, loss_cls: 8.2023, loss: 8.2023 2025-08-15 07:34:36,033 - pyskl - INFO - Epoch [62][6200/7492] lr: 3.181e-02, eta: 3 days, 23:59:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.4981, loss_cls: 8.1422, loss: 8.1422 2025-08-15 07:35:28,646 - pyskl - INFO - Epoch [62][6300/7492] lr: 3.180e-02, eta: 3 days, 23:58:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.4938, loss_cls: 8.1394, loss: 8.1394 2025-08-15 07:36:21,020 - pyskl - INFO - Epoch [62][6400/7492] lr: 3.180e-02, eta: 3 days, 23:57:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5084, loss_cls: 8.1458, loss: 8.1458 2025-08-15 07:37:13,429 - pyskl - INFO - Epoch [62][6500/7492] lr: 3.179e-02, eta: 3 days, 23:56:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5031, loss_cls: 8.1629, loss: 8.1629 2025-08-15 07:38:06,136 - pyskl - INFO - Epoch [62][6600/7492] lr: 3.178e-02, eta: 3 days, 23:55:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.5138, loss_cls: 8.1116, loss: 8.1116 2025-08-15 07:38:58,574 - pyskl - INFO - Epoch [62][6700/7492] lr: 3.178e-02, eta: 3 days, 23:54:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5191, loss_cls: 8.1166, loss: 8.1166 2025-08-15 07:39:50,954 - pyskl - INFO - Epoch [62][6800/7492] lr: 3.177e-02, eta: 3 days, 23:53:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2472, top5_acc: 0.4884, loss_cls: 8.2559, loss: 8.2559 2025-08-15 07:40:43,530 - pyskl - INFO - Epoch [62][6900/7492] lr: 3.176e-02, eta: 3 days, 23:53:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5134, loss_cls: 8.0731, loss: 8.0731 2025-08-15 07:41:35,985 - pyskl - INFO - Epoch [62][7000/7492] lr: 3.176e-02, eta: 3 days, 23:52:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5103, loss_cls: 8.1682, loss: 8.1682 2025-08-15 07:42:28,426 - pyskl - INFO - Epoch [62][7100/7492] lr: 3.175e-02, eta: 3 days, 23:51:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5088, loss_cls: 8.1256, loss: 8.1256 2025-08-15 07:43:20,899 - pyskl - INFO - Epoch [62][7200/7492] lr: 3.174e-02, eta: 3 days, 23:50:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5162, loss_cls: 8.0969, loss: 8.0969 2025-08-15 07:44:13,031 - pyskl - INFO - Epoch [62][7300/7492] lr: 3.174e-02, eta: 3 days, 23:49:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5028, loss_cls: 8.2270, loss: 8.2270 2025-08-15 07:45:05,591 - pyskl - INFO - Epoch [62][7400/7492] lr: 3.173e-02, eta: 3 days, 23:48:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5112, loss_cls: 8.2144, loss: 8.2144 2025-08-15 07:45:54,838 - pyskl - INFO - Saving checkpoint at 62 epochs 2025-08-15 07:46:50,389 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 07:46:51,153 - pyskl - INFO - top1_acc 0.1977 top5_acc 0.4260 2025-08-15 07:46:51,153 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 07:46:51,195 - pyskl - INFO - mean_acc 0.1976 2025-08-15 07:46:51,209 - pyskl - INFO - Epoch(val) [62][617] top1_acc: 0.1977, top5_acc: 0.4260, mean_class_accuracy: 0.1976 2025-08-15 07:48:12,967 - pyskl - INFO - Epoch [63][100/7492] lr: 3.172e-02, eta: 3 days, 23:46:35, time: 0.818, data_time: 0.291, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5291, loss_cls: 8.0290, loss: 8.0290 2025-08-15 07:49:05,840 - pyskl - INFO - Epoch [63][200/7492] lr: 3.171e-02, eta: 3 days, 23:45:44, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5156, loss_cls: 8.1166, loss: 8.1166 2025-08-15 07:49:58,804 - pyskl - INFO - Epoch [63][300/7492] lr: 3.170e-02, eta: 3 days, 23:44:53, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.5134, loss_cls: 8.1077, loss: 8.1077 2025-08-15 07:50:50,799 - pyskl - INFO - Epoch [63][400/7492] lr: 3.170e-02, eta: 3 days, 23:44:00, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5106, loss_cls: 8.0521, loss: 8.0521 2025-08-15 07:51:43,328 - pyskl - INFO - Epoch [63][500/7492] lr: 3.169e-02, eta: 3 days, 23:43:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5178, loss_cls: 8.1194, loss: 8.1194 2025-08-15 07:52:36,045 - pyskl - INFO - Epoch [63][600/7492] lr: 3.168e-02, eta: 3 days, 23:42:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.4994, loss_cls: 8.1472, loss: 8.1472 2025-08-15 07:53:28,216 - pyskl - INFO - Epoch [63][700/7492] lr: 3.168e-02, eta: 3 days, 23:41:24, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5162, loss_cls: 8.0183, loss: 8.0183 2025-08-15 07:54:20,591 - pyskl - INFO - Epoch [63][800/7492] lr: 3.167e-02, eta: 3 days, 23:40:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.5131, loss_cls: 8.0729, loss: 8.0729 2025-08-15 07:55:13,141 - pyskl - INFO - Epoch [63][900/7492] lr: 3.166e-02, eta: 3 days, 23:39:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.5069, loss_cls: 8.1511, loss: 8.1511 2025-08-15 07:56:05,572 - pyskl - INFO - Epoch [63][1000/7492] lr: 3.166e-02, eta: 3 days, 23:38:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5084, loss_cls: 8.0639, loss: 8.0639 2025-08-15 07:56:58,391 - pyskl - INFO - Epoch [63][1100/7492] lr: 3.165e-02, eta: 3 days, 23:37:56, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5278, loss_cls: 8.1214, loss: 8.1214 2025-08-15 07:57:50,857 - pyskl - INFO - Epoch [63][1200/7492] lr: 3.164e-02, eta: 3 days, 23:37:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5203, loss_cls: 8.0655, loss: 8.0655 2025-08-15 07:58:43,282 - pyskl - INFO - Epoch [63][1300/7492] lr: 3.164e-02, eta: 3 days, 23:36:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5159, loss_cls: 8.0908, loss: 8.0908 2025-08-15 07:59:35,584 - pyskl - INFO - Epoch [63][1400/7492] lr: 3.163e-02, eta: 3 days, 23:35:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5066, loss_cls: 8.1008, loss: 8.1008 2025-08-15 08:00:27,767 - pyskl - INFO - Epoch [63][1500/7492] lr: 3.162e-02, eta: 3 days, 23:34:27, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5038, loss_cls: 8.1619, loss: 8.1619 2025-08-15 08:01:20,194 - pyskl - INFO - Epoch [63][1600/7492] lr: 3.162e-02, eta: 3 days, 23:33:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5050, loss_cls: 8.0669, loss: 8.0669 2025-08-15 08:02:12,601 - pyskl - INFO - Epoch [63][1700/7492] lr: 3.161e-02, eta: 3 days, 23:32:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2369, top5_acc: 0.4909, loss_cls: 8.1723, loss: 8.1723 2025-08-15 08:03:05,296 - pyskl - INFO - Epoch [63][1800/7492] lr: 3.160e-02, eta: 3 days, 23:31:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4950, loss_cls: 8.1360, loss: 8.1360 2025-08-15 08:03:57,775 - pyskl - INFO - Epoch [63][1900/7492] lr: 3.160e-02, eta: 3 days, 23:30:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.5125, loss_cls: 8.1442, loss: 8.1442 2025-08-15 08:04:50,425 - pyskl - INFO - Epoch [63][2000/7492] lr: 3.159e-02, eta: 3 days, 23:30:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.4956, loss_cls: 8.2245, loss: 8.2245 2025-08-15 08:05:43,024 - pyskl - INFO - Epoch [63][2100/7492] lr: 3.158e-02, eta: 3 days, 23:29:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.5109, loss_cls: 8.1146, loss: 8.1146 2025-08-15 08:06:35,783 - pyskl - INFO - Epoch [63][2200/7492] lr: 3.157e-02, eta: 3 days, 23:28:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5066, loss_cls: 8.1583, loss: 8.1583 2025-08-15 08:07:28,259 - pyskl - INFO - Epoch [63][2300/7492] lr: 3.157e-02, eta: 3 days, 23:27:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2491, top5_acc: 0.4900, loss_cls: 8.1571, loss: 8.1571 2025-08-15 08:08:20,884 - pyskl - INFO - Epoch [63][2400/7492] lr: 3.156e-02, eta: 3 days, 23:26:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5109, loss_cls: 8.1105, loss: 8.1105 2025-08-15 08:09:13,545 - pyskl - INFO - Epoch [63][2500/7492] lr: 3.155e-02, eta: 3 days, 23:25:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4966, loss_cls: 8.2022, loss: 8.2022 2025-08-15 08:10:06,091 - pyskl - INFO - Epoch [63][2600/7492] lr: 3.155e-02, eta: 3 days, 23:24:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.5053, loss_cls: 8.2021, loss: 8.2021 2025-08-15 08:10:58,730 - pyskl - INFO - Epoch [63][2700/7492] lr: 3.154e-02, eta: 3 days, 23:24:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5172, loss_cls: 8.0097, loss: 8.0097 2025-08-15 08:11:51,677 - pyskl - INFO - Epoch [63][2800/7492] lr: 3.153e-02, eta: 3 days, 23:23:12, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2428, top5_acc: 0.4972, loss_cls: 8.2474, loss: 8.2474 2025-08-15 08:12:44,614 - pyskl - INFO - Epoch [63][2900/7492] lr: 3.153e-02, eta: 3 days, 23:22:21, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5212, loss_cls: 8.0409, loss: 8.0409 2025-08-15 08:13:37,747 - pyskl - INFO - Epoch [63][3000/7492] lr: 3.152e-02, eta: 3 days, 23:21:29, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5041, loss_cls: 8.0235, loss: 8.0235 2025-08-15 08:14:30,467 - pyskl - INFO - Epoch [63][3100/7492] lr: 3.151e-02, eta: 3 days, 23:20:38, time: 0.529, data_time: 0.002, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4938, loss_cls: 8.2201, loss: 8.2201 2025-08-15 08:15:22,984 - pyskl - INFO - Epoch [63][3200/7492] lr: 3.151e-02, eta: 3 days, 23:19:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5159, loss_cls: 8.1157, loss: 8.1157 2025-08-15 08:16:15,872 - pyskl - INFO - Epoch [63][3300/7492] lr: 3.150e-02, eta: 3 days, 23:18:54, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.4963, loss_cls: 8.2089, loss: 8.2089 2025-08-15 08:17:08,606 - pyskl - INFO - Epoch [63][3400/7492] lr: 3.149e-02, eta: 3 days, 23:18:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5144, loss_cls: 8.0617, loss: 8.0617 2025-08-15 08:18:01,068 - pyskl - INFO - Epoch [63][3500/7492] lr: 3.149e-02, eta: 3 days, 23:17:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5103, loss_cls: 8.0763, loss: 8.0763 2025-08-15 08:18:53,667 - pyskl - INFO - Epoch [63][3600/7492] lr: 3.148e-02, eta: 3 days, 23:16:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 8.0824, loss: 8.0824 2025-08-15 08:19:46,131 - pyskl - INFO - Epoch [63][3700/7492] lr: 3.147e-02, eta: 3 days, 23:15:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5106, loss_cls: 8.0495, loss: 8.0495 2025-08-15 08:20:38,658 - pyskl - INFO - Epoch [63][3800/7492] lr: 3.147e-02, eta: 3 days, 23:14:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2506, top5_acc: 0.4900, loss_cls: 8.1592, loss: 8.1592 2025-08-15 08:21:31,097 - pyskl - INFO - Epoch [63][3900/7492] lr: 3.146e-02, eta: 3 days, 23:13:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5181, loss_cls: 8.0537, loss: 8.0537 2025-08-15 08:22:23,851 - pyskl - INFO - Epoch [63][4000/7492] lr: 3.145e-02, eta: 3 days, 23:12:51, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5147, loss_cls: 8.0255, loss: 8.0255 2025-08-15 08:23:16,429 - pyskl - INFO - Epoch [63][4100/7492] lr: 3.145e-02, eta: 3 days, 23:11:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5225, loss_cls: 8.0711, loss: 8.0711 2025-08-15 08:24:08,829 - pyskl - INFO - Epoch [63][4200/7492] lr: 3.144e-02, eta: 3 days, 23:11:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.5119, loss_cls: 8.0724, loss: 8.0724 2025-08-15 08:25:01,432 - pyskl - INFO - Epoch [63][4300/7492] lr: 3.143e-02, eta: 3 days, 23:10:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5162, loss_cls: 8.0938, loss: 8.0938 2025-08-15 08:25:53,846 - pyskl - INFO - Epoch [63][4400/7492] lr: 3.143e-02, eta: 3 days, 23:09:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2481, top5_acc: 0.5109, loss_cls: 8.1131, loss: 8.1131 2025-08-15 08:26:46,445 - pyskl - INFO - Epoch [63][4500/7492] lr: 3.142e-02, eta: 3 days, 23:08:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5109, loss_cls: 8.0577, loss: 8.0577 2025-08-15 08:27:39,100 - pyskl - INFO - Epoch [63][4600/7492] lr: 3.141e-02, eta: 3 days, 23:07:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5047, loss_cls: 8.1519, loss: 8.1519 2025-08-15 08:28:31,602 - pyskl - INFO - Epoch [63][4700/7492] lr: 3.141e-02, eta: 3 days, 23:06:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5028, loss_cls: 8.1116, loss: 8.1116 2025-08-15 08:29:24,088 - pyskl - INFO - Epoch [63][4800/7492] lr: 3.140e-02, eta: 3 days, 23:05:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5238, loss_cls: 7.9937, loss: 7.9937 2025-08-15 08:30:16,713 - pyskl - INFO - Epoch [63][4900/7492] lr: 3.139e-02, eta: 3 days, 23:05:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5259, loss_cls: 8.0337, loss: 8.0337 2025-08-15 08:31:09,177 - pyskl - INFO - Epoch [63][5000/7492] lr: 3.139e-02, eta: 3 days, 23:04:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2469, top5_acc: 0.4941, loss_cls: 8.2048, loss: 8.2048 2025-08-15 08:32:01,681 - pyskl - INFO - Epoch [63][5100/7492] lr: 3.138e-02, eta: 3 days, 23:03:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5044, loss_cls: 8.1498, loss: 8.1498 2025-08-15 08:32:54,430 - pyskl - INFO - Epoch [63][5200/7492] lr: 3.137e-02, eta: 3 days, 23:02:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.4941, loss_cls: 8.1748, loss: 8.1748 2025-08-15 08:33:46,944 - pyskl - INFO - Epoch [63][5300/7492] lr: 3.137e-02, eta: 3 days, 23:01:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5088, loss_cls: 8.0652, loss: 8.0652 2025-08-15 08:34:39,449 - pyskl - INFO - Epoch [63][5400/7492] lr: 3.136e-02, eta: 3 days, 23:00:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5197, loss_cls: 8.1194, loss: 8.1194 2025-08-15 08:35:32,105 - pyskl - INFO - Epoch [63][5500/7492] lr: 3.135e-02, eta: 3 days, 22:59:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.4934, loss_cls: 8.1657, loss: 8.1657 2025-08-15 08:36:24,533 - pyskl - INFO - Epoch [63][5600/7492] lr: 3.135e-02, eta: 3 days, 22:58:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.5228, loss_cls: 8.0871, loss: 8.0871 2025-08-15 08:37:16,871 - pyskl - INFO - Epoch [63][5700/7492] lr: 3.134e-02, eta: 3 days, 22:58:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.5009, loss_cls: 8.2023, loss: 8.2023 2025-08-15 08:38:09,115 - pyskl - INFO - Epoch [63][5800/7492] lr: 3.133e-02, eta: 3 days, 22:57:14, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.5106, loss_cls: 8.1770, loss: 8.1770 2025-08-15 08:39:01,725 - pyskl - INFO - Epoch [63][5900/7492] lr: 3.133e-02, eta: 3 days, 22:56:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5103, loss_cls: 8.0751, loss: 8.0751 2025-08-15 08:39:54,120 - pyskl - INFO - Epoch [63][6000/7492] lr: 3.132e-02, eta: 3 days, 22:55:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.4950, loss_cls: 8.2578, loss: 8.2578 2025-08-15 08:40:46,450 - pyskl - INFO - Epoch [63][6100/7492] lr: 3.131e-02, eta: 3 days, 22:54:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5175, loss_cls: 8.0709, loss: 8.0709 2025-08-15 08:41:39,072 - pyskl - INFO - Epoch [63][6200/7492] lr: 3.130e-02, eta: 3 days, 22:53:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5153, loss_cls: 8.1091, loss: 8.1091 2025-08-15 08:42:31,582 - pyskl - INFO - Epoch [63][6300/7492] lr: 3.130e-02, eta: 3 days, 22:52:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5081, loss_cls: 8.0807, loss: 8.0807 2025-08-15 08:43:24,152 - pyskl - INFO - Epoch [63][6400/7492] lr: 3.129e-02, eta: 3 days, 22:52:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5178, loss_cls: 8.1775, loss: 8.1775 2025-08-15 08:44:16,707 - pyskl - INFO - Epoch [63][6500/7492] lr: 3.128e-02, eta: 3 days, 22:51:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5134, loss_cls: 8.1631, loss: 8.1631 2025-08-15 08:45:09,735 - pyskl - INFO - Epoch [63][6600/7492] lr: 3.128e-02, eta: 3 days, 22:50:19, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.5009, loss_cls: 8.0933, loss: 8.0933 2025-08-15 08:46:02,505 - pyskl - INFO - Epoch [63][6700/7492] lr: 3.127e-02, eta: 3 days, 22:49:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.5078, loss_cls: 8.1771, loss: 8.1771 2025-08-15 08:46:55,199 - pyskl - INFO - Epoch [63][6800/7492] lr: 3.126e-02, eta: 3 days, 22:48:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5134, loss_cls: 8.2549, loss: 8.2549 2025-08-15 08:47:47,810 - pyskl - INFO - Epoch [63][6900/7492] lr: 3.126e-02, eta: 3 days, 22:47:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.4991, loss_cls: 8.2352, loss: 8.2352 2025-08-15 08:48:40,157 - pyskl - INFO - Epoch [63][7000/7492] lr: 3.125e-02, eta: 3 days, 22:46:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5109, loss_cls: 8.1393, loss: 8.1393 2025-08-15 08:49:32,461 - pyskl - INFO - Epoch [63][7100/7492] lr: 3.124e-02, eta: 3 days, 22:45:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.4963, loss_cls: 8.2300, loss: 8.2300 2025-08-15 08:50:25,153 - pyskl - INFO - Epoch [63][7200/7492] lr: 3.124e-02, eta: 3 days, 22:45:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5081, loss_cls: 8.0668, loss: 8.0668 2025-08-15 08:51:17,532 - pyskl - INFO - Epoch [63][7300/7492] lr: 3.123e-02, eta: 3 days, 22:44:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.5056, loss_cls: 8.1562, loss: 8.1562 2025-08-15 08:52:10,413 - pyskl - INFO - Epoch [63][7400/7492] lr: 3.122e-02, eta: 3 days, 22:43:24, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 8.1874, loss: 8.1874 2025-08-15 08:53:00,055 - pyskl - INFO - Saving checkpoint at 63 epochs 2025-08-15 08:53:55,348 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 08:53:56,083 - pyskl - INFO - top1_acc 0.2161 top5_acc 0.4541 2025-08-15 08:53:56,083 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 08:53:56,120 - pyskl - INFO - mean_acc 0.2160 2025-08-15 08:53:56,133 - pyskl - INFO - Epoch(val) [63][617] top1_acc: 0.2161, top5_acc: 0.4541, mean_class_accuracy: 0.2160 2025-08-15 08:55:17,900 - pyskl - INFO - Epoch [64][100/7492] lr: 3.121e-02, eta: 3 days, 22:41:17, time: 0.818, data_time: 0.292, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5078, loss_cls: 8.1384, loss: 8.1384 2025-08-15 08:56:10,179 - pyskl - INFO - Epoch [64][200/7492] lr: 3.120e-02, eta: 3 days, 22:40:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5141, loss_cls: 8.0709, loss: 8.0709 2025-08-15 08:57:02,495 - pyskl - INFO - Epoch [64][300/7492] lr: 3.120e-02, eta: 3 days, 22:39:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5244, loss_cls: 8.0309, loss: 8.0309 2025-08-15 08:57:54,794 - pyskl - INFO - Epoch [64][400/7492] lr: 3.119e-02, eta: 3 days, 22:38:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5316, loss_cls: 7.9717, loss: 7.9717 2025-08-15 08:58:47,049 - pyskl - INFO - Epoch [64][500/7492] lr: 3.118e-02, eta: 3 days, 22:37:48, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.5162, loss_cls: 8.1095, loss: 8.1095 2025-08-15 08:59:39,406 - pyskl - INFO - Epoch [64][600/7492] lr: 3.118e-02, eta: 3 days, 22:36:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5162, loss_cls: 8.0707, loss: 8.0707 2025-08-15 09:00:31,957 - pyskl - INFO - Epoch [64][700/7492] lr: 3.117e-02, eta: 3 days, 22:36:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.5012, loss_cls: 8.1613, loss: 8.1613 2025-08-15 09:01:24,227 - pyskl - INFO - Epoch [64][800/7492] lr: 3.116e-02, eta: 3 days, 22:35:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.4975, loss_cls: 8.1001, loss: 8.1001 2025-08-15 09:02:16,711 - pyskl - INFO - Epoch [64][900/7492] lr: 3.116e-02, eta: 3 days, 22:34:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2769, top5_acc: 0.5234, loss_cls: 8.0611, loss: 8.0611 2025-08-15 09:03:09,058 - pyskl - INFO - Epoch [64][1000/7492] lr: 3.115e-02, eta: 3 days, 22:33:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2578, top5_acc: 0.4956, loss_cls: 8.1556, loss: 8.1556 2025-08-15 09:04:01,915 - pyskl - INFO - Epoch [64][1100/7492] lr: 3.114e-02, eta: 3 days, 22:32:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2500, top5_acc: 0.5131, loss_cls: 8.1513, loss: 8.1513 2025-08-15 09:04:54,414 - pyskl - INFO - Epoch [64][1200/7492] lr: 3.114e-02, eta: 3 days, 22:31:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5247, loss_cls: 8.0976, loss: 8.0976 2025-08-15 09:05:46,794 - pyskl - INFO - Epoch [64][1300/7492] lr: 3.113e-02, eta: 3 days, 22:30:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.5106, loss_cls: 8.1232, loss: 8.1232 2025-08-15 09:06:39,267 - pyskl - INFO - Epoch [64][1400/7492] lr: 3.112e-02, eta: 3 days, 22:29:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5100, loss_cls: 8.0386, loss: 8.0386 2025-08-15 09:07:31,626 - pyskl - INFO - Epoch [64][1500/7492] lr: 3.112e-02, eta: 3 days, 22:29:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5022, loss_cls: 8.1082, loss: 8.1082 2025-08-15 09:08:24,518 - pyskl - INFO - Epoch [64][1600/7492] lr: 3.111e-02, eta: 3 days, 22:28:16, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2569, top5_acc: 0.5059, loss_cls: 8.1117, loss: 8.1117 2025-08-15 09:09:17,335 - pyskl - INFO - Epoch [64][1700/7492] lr: 3.110e-02, eta: 3 days, 22:27:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.4988, loss_cls: 8.0796, loss: 8.0796 2025-08-15 09:10:09,503 - pyskl - INFO - Epoch [64][1800/7492] lr: 3.110e-02, eta: 3 days, 22:26:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.5066, loss_cls: 8.1385, loss: 8.1385 2025-08-15 09:11:01,926 - pyskl - INFO - Epoch [64][1900/7492] lr: 3.109e-02, eta: 3 days, 22:25:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5059, loss_cls: 8.1173, loss: 8.1173 2025-08-15 09:11:54,708 - pyskl - INFO - Epoch [64][2000/7492] lr: 3.108e-02, eta: 3 days, 22:24:48, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5122, loss_cls: 8.0946, loss: 8.0946 2025-08-15 09:12:47,412 - pyskl - INFO - Epoch [64][2100/7492] lr: 3.108e-02, eta: 3 days, 22:23:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5197, loss_cls: 8.0688, loss: 8.0688 2025-08-15 09:13:40,395 - pyskl - INFO - Epoch [64][2200/7492] lr: 3.107e-02, eta: 3 days, 22:23:04, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5125, loss_cls: 8.0592, loss: 8.0592 2025-08-15 09:14:33,100 - pyskl - INFO - Epoch [64][2300/7492] lr: 3.106e-02, eta: 3 days, 22:22:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5106, loss_cls: 7.9815, loss: 7.9815 2025-08-15 09:15:25,984 - pyskl - INFO - Epoch [64][2400/7492] lr: 3.105e-02, eta: 3 days, 22:21:21, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5103, loss_cls: 8.0845, loss: 8.0845 2025-08-15 09:16:18,789 - pyskl - INFO - Epoch [64][2500/7492] lr: 3.105e-02, eta: 3 days, 22:20:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.4978, loss_cls: 8.1445, loss: 8.1445 2025-08-15 09:17:11,332 - pyskl - INFO - Epoch [64][2600/7492] lr: 3.104e-02, eta: 3 days, 22:19:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.4991, loss_cls: 8.1596, loss: 8.1596 2025-08-15 09:18:04,029 - pyskl - INFO - Epoch [64][2700/7492] lr: 3.103e-02, eta: 3 days, 22:18:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.5059, loss_cls: 8.1519, loss: 8.1519 2025-08-15 09:18:56,783 - pyskl - INFO - Epoch [64][2800/7492] lr: 3.103e-02, eta: 3 days, 22:17:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5166, loss_cls: 8.1301, loss: 8.1301 2025-08-15 09:19:49,551 - pyskl - INFO - Epoch [64][2900/7492] lr: 3.102e-02, eta: 3 days, 22:17:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2656, top5_acc: 0.5103, loss_cls: 8.0633, loss: 8.0633 2025-08-15 09:20:42,319 - pyskl - INFO - Epoch [64][3000/7492] lr: 3.101e-02, eta: 3 days, 22:16:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5122, loss_cls: 8.1470, loss: 8.1470 2025-08-15 09:21:34,981 - pyskl - INFO - Epoch [64][3100/7492] lr: 3.101e-02, eta: 3 days, 22:15:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.5081, loss_cls: 8.1102, loss: 8.1102 2025-08-15 09:22:27,418 - pyskl - INFO - Epoch [64][3200/7492] lr: 3.100e-02, eta: 3 days, 22:14:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5194, loss_cls: 8.0958, loss: 8.0958 2025-08-15 09:23:20,082 - pyskl - INFO - Epoch [64][3300/7492] lr: 3.099e-02, eta: 3 days, 22:13:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5100, loss_cls: 7.9762, loss: 7.9762 2025-08-15 09:24:12,896 - pyskl - INFO - Epoch [64][3400/7492] lr: 3.099e-02, eta: 3 days, 22:12:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.5028, loss_cls: 8.1477, loss: 8.1477 2025-08-15 09:25:05,642 - pyskl - INFO - Epoch [64][3500/7492] lr: 3.098e-02, eta: 3 days, 22:11:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5153, loss_cls: 8.0583, loss: 8.0583 2025-08-15 09:25:58,360 - pyskl - INFO - Epoch [64][3600/7492] lr: 3.097e-02, eta: 3 days, 22:11:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5119, loss_cls: 8.0873, loss: 8.0873 2025-08-15 09:26:51,001 - pyskl - INFO - Epoch [64][3700/7492] lr: 3.097e-02, eta: 3 days, 22:10:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5025, loss_cls: 8.1702, loss: 8.1702 2025-08-15 09:27:43,789 - pyskl - INFO - Epoch [64][3800/7492] lr: 3.096e-02, eta: 3 days, 22:09:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5000, loss_cls: 8.1913, loss: 8.1913 2025-08-15 09:28:36,536 - pyskl - INFO - Epoch [64][3900/7492] lr: 3.095e-02, eta: 3 days, 22:08:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4931, loss_cls: 8.1693, loss: 8.1693 2025-08-15 09:29:29,109 - pyskl - INFO - Epoch [64][4000/7492] lr: 3.095e-02, eta: 3 days, 22:07:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5181, loss_cls: 8.1487, loss: 8.1487 2025-08-15 09:30:21,848 - pyskl - INFO - Epoch [64][4100/7492] lr: 3.094e-02, eta: 3 days, 22:06:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5281, loss_cls: 8.0577, loss: 8.0577 2025-08-15 09:31:14,639 - pyskl - INFO - Epoch [64][4200/7492] lr: 3.093e-02, eta: 3 days, 22:05:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2522, top5_acc: 0.5025, loss_cls: 8.1437, loss: 8.1437 2025-08-15 09:32:07,284 - pyskl - INFO - Epoch [64][4300/7492] lr: 3.093e-02, eta: 3 days, 22:04:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5019, loss_cls: 8.0881, loss: 8.0881 2025-08-15 09:33:00,023 - pyskl - INFO - Epoch [64][4400/7492] lr: 3.092e-02, eta: 3 days, 22:04:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.4953, loss_cls: 8.1180, loss: 8.1180 2025-08-15 09:33:52,518 - pyskl - INFO - Epoch [64][4500/7492] lr: 3.091e-02, eta: 3 days, 22:03:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5034, loss_cls: 8.1992, loss: 8.1992 2025-08-15 09:34:44,858 - pyskl - INFO - Epoch [64][4600/7492] lr: 3.091e-02, eta: 3 days, 22:02:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5175, loss_cls: 8.0921, loss: 8.0921 2025-08-15 09:35:37,404 - pyskl - INFO - Epoch [64][4700/7492] lr: 3.090e-02, eta: 3 days, 22:01:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5228, loss_cls: 8.0563, loss: 8.0563 2025-08-15 09:36:30,115 - pyskl - INFO - Epoch [64][4800/7492] lr: 3.089e-02, eta: 3 days, 22:00:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5159, loss_cls: 8.0731, loss: 8.0731 2025-08-15 09:37:22,571 - pyskl - INFO - Epoch [64][4900/7492] lr: 3.089e-02, eta: 3 days, 21:59:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2562, top5_acc: 0.5081, loss_cls: 8.1738, loss: 8.1738 2025-08-15 09:38:15,037 - pyskl - INFO - Epoch [64][5000/7492] lr: 3.088e-02, eta: 3 days, 21:58:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5112, loss_cls: 8.1010, loss: 8.1010 2025-08-15 09:39:07,638 - pyskl - INFO - Epoch [64][5100/7492] lr: 3.087e-02, eta: 3 days, 21:58:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.5147, loss_cls: 8.1211, loss: 8.1211 2025-08-15 09:40:00,061 - pyskl - INFO - Epoch [64][5200/7492] lr: 3.086e-02, eta: 3 days, 21:57:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5038, loss_cls: 8.0852, loss: 8.0852 2025-08-15 09:40:52,797 - pyskl - INFO - Epoch [64][5300/7492] lr: 3.086e-02, eta: 3 days, 21:56:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.5131, loss_cls: 8.1599, loss: 8.1599 2025-08-15 09:41:45,553 - pyskl - INFO - Epoch [64][5400/7492] lr: 3.085e-02, eta: 3 days, 21:55:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.5075, loss_cls: 8.1113, loss: 8.1113 2025-08-15 09:42:38,260 - pyskl - INFO - Epoch [64][5500/7492] lr: 3.084e-02, eta: 3 days, 21:54:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5128, loss_cls: 8.1069, loss: 8.1069 2025-08-15 09:43:30,704 - pyskl - INFO - Epoch [64][5600/7492] lr: 3.084e-02, eta: 3 days, 21:53:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5050, loss_cls: 8.1778, loss: 8.1778 2025-08-15 09:44:23,175 - pyskl - INFO - Epoch [64][5700/7492] lr: 3.083e-02, eta: 3 days, 21:52:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2534, top5_acc: 0.5175, loss_cls: 8.0831, loss: 8.0831 2025-08-15 09:45:15,911 - pyskl - INFO - Epoch [64][5800/7492] lr: 3.082e-02, eta: 3 days, 21:51:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5041, loss_cls: 8.1298, loss: 8.1298 2025-08-15 09:46:08,533 - pyskl - INFO - Epoch [64][5900/7492] lr: 3.082e-02, eta: 3 days, 21:51:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5047, loss_cls: 8.1025, loss: 8.1025 2025-08-15 09:47:00,886 - pyskl - INFO - Epoch [64][6000/7492] lr: 3.081e-02, eta: 3 days, 21:50:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2509, top5_acc: 0.4947, loss_cls: 8.1547, loss: 8.1547 2025-08-15 09:47:53,612 - pyskl - INFO - Epoch [64][6100/7492] lr: 3.080e-02, eta: 3 days, 21:49:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5191, loss_cls: 8.1800, loss: 8.1800 2025-08-15 09:48:46,098 - pyskl - INFO - Epoch [64][6200/7492] lr: 3.080e-02, eta: 3 days, 21:48:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5159, loss_cls: 8.0837, loss: 8.0837 2025-08-15 09:49:38,745 - pyskl - INFO - Epoch [64][6300/7492] lr: 3.079e-02, eta: 3 days, 21:47:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.5112, loss_cls: 8.0432, loss: 8.0432 2025-08-15 09:50:31,188 - pyskl - INFO - Epoch [64][6400/7492] lr: 3.078e-02, eta: 3 days, 21:46:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5109, loss_cls: 8.0847, loss: 8.0847 2025-08-15 09:51:23,887 - pyskl - INFO - Epoch [64][6500/7492] lr: 3.078e-02, eta: 3 days, 21:45:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5031, loss_cls: 8.1830, loss: 8.1830 2025-08-15 09:52:16,678 - pyskl - INFO - Epoch [64][6600/7492] lr: 3.077e-02, eta: 3 days, 21:45:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5172, loss_cls: 8.0367, loss: 8.0367 2025-08-15 09:53:09,355 - pyskl - INFO - Epoch [64][6700/7492] lr: 3.076e-02, eta: 3 days, 21:44:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 8.1968, loss: 8.1968 2025-08-15 09:54:02,006 - pyskl - INFO - Epoch [64][6800/7492] lr: 3.076e-02, eta: 3 days, 21:43:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5172, loss_cls: 8.1078, loss: 8.1078 2025-08-15 09:54:54,670 - pyskl - INFO - Epoch [64][6900/7492] lr: 3.075e-02, eta: 3 days, 21:42:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5225, loss_cls: 8.0685, loss: 8.0685 2025-08-15 09:55:47,241 - pyskl - INFO - Epoch [64][7000/7492] lr: 3.074e-02, eta: 3 days, 21:41:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5116, loss_cls: 8.1236, loss: 8.1236 2025-08-15 09:56:39,967 - pyskl - INFO - Epoch [64][7100/7492] lr: 3.074e-02, eta: 3 days, 21:40:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5212, loss_cls: 7.9823, loss: 7.9823 2025-08-15 09:57:32,427 - pyskl - INFO - Epoch [64][7200/7492] lr: 3.073e-02, eta: 3 days, 21:39:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5112, loss_cls: 8.0920, loss: 8.0920 2025-08-15 09:58:25,139 - pyskl - INFO - Epoch [64][7300/7492] lr: 3.072e-02, eta: 3 days, 21:39:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5247, loss_cls: 8.0394, loss: 8.0394 2025-08-15 09:59:18,033 - pyskl - INFO - Epoch [64][7400/7492] lr: 3.072e-02, eta: 3 days, 21:38:08, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.4975, loss_cls: 8.1426, loss: 8.1426 2025-08-15 10:00:07,848 - pyskl - INFO - Saving checkpoint at 64 epochs 2025-08-15 10:01:03,229 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 10:01:03,971 - pyskl - INFO - top1_acc 0.2248 top5_acc 0.4621 2025-08-15 10:01:03,972 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 10:01:04,012 - pyskl - INFO - mean_acc 0.2246 2025-08-15 10:01:04,084 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_59.pth was removed 2025-08-15 10:01:05,357 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_64.pth. 2025-08-15 10:01:05,358 - pyskl - INFO - Best top1_acc is 0.2248 at 64 epoch. 2025-08-15 10:01:05,371 - pyskl - INFO - Epoch(val) [64][617] top1_acc: 0.2248, top5_acc: 0.4621, mean_class_accuracy: 0.2246 2025-08-15 10:02:27,204 - pyskl - INFO - Epoch [65][100/7492] lr: 3.070e-02, eta: 3 days, 21:36:03, time: 0.818, data_time: 0.294, memory: 13026, top1_acc: 0.2734, top5_acc: 0.5375, loss_cls: 8.0299, loss: 8.0299 2025-08-15 10:03:19,425 - pyskl - INFO - Epoch [65][200/7492] lr: 3.070e-02, eta: 3 days, 21:35:10, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5231, loss_cls: 8.1044, loss: 8.1044 2025-08-15 10:04:11,696 - pyskl - INFO - Epoch [65][300/7492] lr: 3.069e-02, eta: 3 days, 21:34:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5119, loss_cls: 8.0754, loss: 8.0754 2025-08-15 10:05:03,968 - pyskl - INFO - Epoch [65][400/7492] lr: 3.068e-02, eta: 3 days, 21:33:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5125, loss_cls: 8.0565, loss: 8.0565 2025-08-15 10:05:56,400 - pyskl - INFO - Epoch [65][500/7492] lr: 3.067e-02, eta: 3 days, 21:32:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5191, loss_cls: 8.0516, loss: 8.0516 2025-08-15 10:06:48,871 - pyskl - INFO - Epoch [65][600/7492] lr: 3.067e-02, eta: 3 days, 21:31:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5147, loss_cls: 8.0860, loss: 8.0860 2025-08-15 10:07:41,095 - pyskl - INFO - Epoch [65][700/7492] lr: 3.066e-02, eta: 3 days, 21:30:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5250, loss_cls: 7.9798, loss: 7.9798 2025-08-15 10:08:33,397 - pyskl - INFO - Epoch [65][800/7492] lr: 3.065e-02, eta: 3 days, 21:29:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.5175, loss_cls: 7.9895, loss: 7.9895 2025-08-15 10:09:25,756 - pyskl - INFO - Epoch [65][900/7492] lr: 3.065e-02, eta: 3 days, 21:29:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2519, top5_acc: 0.5075, loss_cls: 8.1591, loss: 8.1591 2025-08-15 10:10:18,329 - pyskl - INFO - Epoch [65][1000/7492] lr: 3.064e-02, eta: 3 days, 21:28:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.5069, loss_cls: 8.1355, loss: 8.1355 2025-08-15 10:11:10,559 - pyskl - INFO - Epoch [65][1100/7492] lr: 3.063e-02, eta: 3 days, 21:27:20, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5119, loss_cls: 8.1346, loss: 8.1346 2025-08-15 10:12:02,923 - pyskl - INFO - Epoch [65][1200/7492] lr: 3.063e-02, eta: 3 days, 21:26:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5075, loss_cls: 8.1100, loss: 8.1100 2025-08-15 10:12:55,325 - pyskl - INFO - Epoch [65][1300/7492] lr: 3.062e-02, eta: 3 days, 21:25:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5106, loss_cls: 8.1020, loss: 8.1020 2025-08-15 10:13:47,503 - pyskl - INFO - Epoch [65][1400/7492] lr: 3.061e-02, eta: 3 days, 21:24:43, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5109, loss_cls: 8.1293, loss: 8.1293 2025-08-15 10:14:40,052 - pyskl - INFO - Epoch [65][1500/7492] lr: 3.061e-02, eta: 3 days, 21:23:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5194, loss_cls: 8.0403, loss: 8.0403 2025-08-15 10:15:32,421 - pyskl - INFO - Epoch [65][1600/7492] lr: 3.060e-02, eta: 3 days, 21:22:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5150, loss_cls: 8.0648, loss: 8.0648 2025-08-15 10:16:24,903 - pyskl - INFO - Epoch [65][1700/7492] lr: 3.059e-02, eta: 3 days, 21:22:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5434, loss_cls: 8.0323, loss: 8.0323 2025-08-15 10:17:17,403 - pyskl - INFO - Epoch [65][1800/7492] lr: 3.059e-02, eta: 3 days, 21:21:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5116, loss_cls: 8.1636, loss: 8.1636 2025-08-15 10:18:10,515 - pyskl - INFO - Epoch [65][1900/7492] lr: 3.058e-02, eta: 3 days, 21:20:24, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.5109, loss_cls: 8.1118, loss: 8.1118 2025-08-15 10:19:03,528 - pyskl - INFO - Epoch [65][2000/7492] lr: 3.057e-02, eta: 3 days, 21:19:32, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5131, loss_cls: 8.0576, loss: 8.0576 2025-08-15 10:19:56,201 - pyskl - INFO - Epoch [65][2100/7492] lr: 3.057e-02, eta: 3 days, 21:18:41, time: 0.528, data_time: 0.002, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5069, loss_cls: 8.1538, loss: 8.1538 2025-08-15 10:20:48,953 - pyskl - INFO - Epoch [65][2200/7492] lr: 3.056e-02, eta: 3 days, 21:17:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5128, loss_cls: 8.0189, loss: 8.0189 2025-08-15 10:21:41,566 - pyskl - INFO - Epoch [65][2300/7492] lr: 3.055e-02, eta: 3 days, 21:16:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5394, loss_cls: 7.9640, loss: 7.9640 2025-08-15 10:22:34,202 - pyskl - INFO - Epoch [65][2400/7492] lr: 3.055e-02, eta: 3 days, 21:16:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5144, loss_cls: 7.9556, loss: 7.9556 2025-08-15 10:23:26,606 - pyskl - INFO - Epoch [65][2500/7492] lr: 3.054e-02, eta: 3 days, 21:15:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.5003, loss_cls: 8.1702, loss: 8.1702 2025-08-15 10:24:19,467 - pyskl - INFO - Epoch [65][2600/7492] lr: 3.053e-02, eta: 3 days, 21:14:21, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5203, loss_cls: 8.0371, loss: 8.0371 2025-08-15 10:25:12,063 - pyskl - INFO - Epoch [65][2700/7492] lr: 3.052e-02, eta: 3 days, 21:13:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5116, loss_cls: 8.0792, loss: 8.0792 2025-08-15 10:26:04,541 - pyskl - INFO - Epoch [65][2800/7492] lr: 3.052e-02, eta: 3 days, 21:12:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5106, loss_cls: 8.0993, loss: 8.0993 2025-08-15 10:26:57,147 - pyskl - INFO - Epoch [65][2900/7492] lr: 3.051e-02, eta: 3 days, 21:11:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.5103, loss_cls: 8.0570, loss: 8.0570 2025-08-15 10:27:49,458 - pyskl - INFO - Epoch [65][3000/7492] lr: 3.050e-02, eta: 3 days, 21:10:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.5047, loss_cls: 8.1146, loss: 8.1146 2025-08-15 10:28:42,024 - pyskl - INFO - Epoch [65][3100/7492] lr: 3.050e-02, eta: 3 days, 21:10:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.5003, loss_cls: 8.1506, loss: 8.1506 2025-08-15 10:29:34,547 - pyskl - INFO - Epoch [65][3200/7492] lr: 3.049e-02, eta: 3 days, 21:09:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4925, loss_cls: 8.1656, loss: 8.1656 2025-08-15 10:30:27,087 - pyskl - INFO - Epoch [65][3300/7492] lr: 3.048e-02, eta: 3 days, 21:08:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5134, loss_cls: 8.0327, loss: 8.0327 2025-08-15 10:31:19,312 - pyskl - INFO - Epoch [65][3400/7492] lr: 3.048e-02, eta: 3 days, 21:07:25, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5194, loss_cls: 8.0656, loss: 8.0656 2025-08-15 10:32:12,190 - pyskl - INFO - Epoch [65][3500/7492] lr: 3.047e-02, eta: 3 days, 21:06:33, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.5225, loss_cls: 8.0430, loss: 8.0430 2025-08-15 10:33:04,794 - pyskl - INFO - Epoch [65][3600/7492] lr: 3.046e-02, eta: 3 days, 21:05:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2656, top5_acc: 0.5088, loss_cls: 8.0120, loss: 8.0120 2025-08-15 10:33:57,235 - pyskl - INFO - Epoch [65][3700/7492] lr: 3.046e-02, eta: 3 days, 21:04:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5072, loss_cls: 8.1185, loss: 8.1185 2025-08-15 10:34:49,896 - pyskl - INFO - Epoch [65][3800/7492] lr: 3.045e-02, eta: 3 days, 21:03:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.5041, loss_cls: 8.1114, loss: 8.1114 2025-08-15 10:35:42,521 - pyskl - INFO - Epoch [65][3900/7492] lr: 3.044e-02, eta: 3 days, 21:03:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5053, loss_cls: 8.1724, loss: 8.1724 2025-08-15 10:36:35,209 - pyskl - INFO - Epoch [65][4000/7492] lr: 3.044e-02, eta: 3 days, 21:02:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5081, loss_cls: 8.1254, loss: 8.1254 2025-08-15 10:37:27,868 - pyskl - INFO - Epoch [65][4100/7492] lr: 3.043e-02, eta: 3 days, 21:01:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5116, loss_cls: 8.0269, loss: 8.0269 2025-08-15 10:38:20,450 - pyskl - INFO - Epoch [65][4200/7492] lr: 3.042e-02, eta: 3 days, 21:00:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.5028, loss_cls: 8.2012, loss: 8.2012 2025-08-15 10:39:13,003 - pyskl - INFO - Epoch [65][4300/7492] lr: 3.042e-02, eta: 3 days, 20:59:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5394, loss_cls: 8.0732, loss: 8.0732 2025-08-15 10:40:05,445 - pyskl - INFO - Epoch [65][4400/7492] lr: 3.041e-02, eta: 3 days, 20:58:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5116, loss_cls: 8.0400, loss: 8.0400 2025-08-15 10:40:57,904 - pyskl - INFO - Epoch [65][4500/7492] lr: 3.040e-02, eta: 3 days, 20:57:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5103, loss_cls: 8.1406, loss: 8.1406 2025-08-15 10:41:50,531 - pyskl - INFO - Epoch [65][4600/7492] lr: 3.040e-02, eta: 3 days, 20:57:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5172, loss_cls: 8.0671, loss: 8.0671 2025-08-15 10:42:43,157 - pyskl - INFO - Epoch [65][4700/7492] lr: 3.039e-02, eta: 3 days, 20:56:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.4972, loss_cls: 8.1323, loss: 8.1323 2025-08-15 10:43:35,771 - pyskl - INFO - Epoch [65][4800/7492] lr: 3.038e-02, eta: 3 days, 20:55:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5084, loss_cls: 8.1785, loss: 8.1785 2025-08-15 10:44:28,518 - pyskl - INFO - Epoch [65][4900/7492] lr: 3.037e-02, eta: 3 days, 20:54:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2516, top5_acc: 0.4963, loss_cls: 8.1239, loss: 8.1239 2025-08-15 10:45:21,206 - pyskl - INFO - Epoch [65][5000/7492] lr: 3.037e-02, eta: 3 days, 20:53:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5003, loss_cls: 8.0722, loss: 8.0722 2025-08-15 10:46:13,575 - pyskl - INFO - Epoch [65][5100/7492] lr: 3.036e-02, eta: 3 days, 20:52:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 8.0040, loss: 8.0040 2025-08-15 10:47:06,087 - pyskl - INFO - Epoch [65][5200/7492] lr: 3.035e-02, eta: 3 days, 20:51:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.5072, loss_cls: 8.1548, loss: 8.1548 2025-08-15 10:47:58,914 - pyskl - INFO - Epoch [65][5300/7492] lr: 3.035e-02, eta: 3 days, 20:50:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5181, loss_cls: 8.0782, loss: 8.0782 2025-08-15 10:48:51,526 - pyskl - INFO - Epoch [65][5400/7492] lr: 3.034e-02, eta: 3 days, 20:50:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5109, loss_cls: 8.0617, loss: 8.0617 2025-08-15 10:49:44,138 - pyskl - INFO - Epoch [65][5500/7492] lr: 3.033e-02, eta: 3 days, 20:49:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5072, loss_cls: 8.1218, loss: 8.1218 2025-08-15 10:50:36,847 - pyskl - INFO - Epoch [65][5600/7492] lr: 3.033e-02, eta: 3 days, 20:48:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5134, loss_cls: 8.1177, loss: 8.1177 2025-08-15 10:51:29,400 - pyskl - INFO - Epoch [65][5700/7492] lr: 3.032e-02, eta: 3 days, 20:47:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5056, loss_cls: 8.1480, loss: 8.1480 2025-08-15 10:52:22,178 - pyskl - INFO - Epoch [65][5800/7492] lr: 3.031e-02, eta: 3 days, 20:46:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5078, loss_cls: 8.1762, loss: 8.1762 2025-08-15 10:53:14,900 - pyskl - INFO - Epoch [65][5900/7492] lr: 3.031e-02, eta: 3 days, 20:45:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.4984, loss_cls: 8.1360, loss: 8.1360 2025-08-15 10:54:07,467 - pyskl - INFO - Epoch [65][6000/7492] lr: 3.030e-02, eta: 3 days, 20:44:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.4963, loss_cls: 8.1742, loss: 8.1742 2025-08-15 10:54:59,932 - pyskl - INFO - Epoch [65][6100/7492] lr: 3.029e-02, eta: 3 days, 20:44:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5253, loss_cls: 8.0600, loss: 8.0600 2025-08-15 10:55:52,334 - pyskl - INFO - Epoch [65][6200/7492] lr: 3.029e-02, eta: 3 days, 20:43:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5106, loss_cls: 8.0936, loss: 8.0936 2025-08-15 10:56:44,402 - pyskl - INFO - Epoch [65][6300/7492] lr: 3.028e-02, eta: 3 days, 20:42:18, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5262, loss_cls: 7.9895, loss: 7.9895 2025-08-15 10:57:37,033 - pyskl - INFO - Epoch [65][6400/7492] lr: 3.027e-02, eta: 3 days, 20:41:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5184, loss_cls: 8.0654, loss: 8.0654 2025-08-15 10:58:29,775 - pyskl - INFO - Epoch [65][6500/7492] lr: 3.027e-02, eta: 3 days, 20:40:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2734, top5_acc: 0.5212, loss_cls: 7.9660, loss: 7.9660 2025-08-15 10:59:22,368 - pyskl - INFO - Epoch [65][6600/7492] lr: 3.026e-02, eta: 3 days, 20:39:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5169, loss_cls: 8.0641, loss: 8.0641 2025-08-15 11:00:14,856 - pyskl - INFO - Epoch [65][6700/7492] lr: 3.025e-02, eta: 3 days, 20:38:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5162, loss_cls: 8.0578, loss: 8.0578 2025-08-15 11:01:07,406 - pyskl - INFO - Epoch [65][6800/7492] lr: 3.025e-02, eta: 3 days, 20:37:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2494, top5_acc: 0.4972, loss_cls: 8.2508, loss: 8.2508 2025-08-15 11:02:00,023 - pyskl - INFO - Epoch [65][6900/7492] lr: 3.024e-02, eta: 3 days, 20:37:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2781, top5_acc: 0.5291, loss_cls: 8.0708, loss: 8.0708 2025-08-15 11:02:52,154 - pyskl - INFO - Epoch [65][7000/7492] lr: 3.023e-02, eta: 3 days, 20:36:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5203, loss_cls: 8.0669, loss: 8.0669 2025-08-15 11:03:44,696 - pyskl - INFO - Epoch [65][7100/7492] lr: 3.022e-02, eta: 3 days, 20:35:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5081, loss_cls: 8.1395, loss: 8.1395 2025-08-15 11:04:37,499 - pyskl - INFO - Epoch [65][7200/7492] lr: 3.022e-02, eta: 3 days, 20:34:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5062, loss_cls: 8.0823, loss: 8.0823 2025-08-15 11:05:29,977 - pyskl - INFO - Epoch [65][7300/7492] lr: 3.021e-02, eta: 3 days, 20:33:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4819, loss_cls: 8.2470, loss: 8.2470 2025-08-15 11:06:22,657 - pyskl - INFO - Epoch [65][7400/7492] lr: 3.020e-02, eta: 3 days, 20:32:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5222, loss_cls: 8.0288, loss: 8.0288 2025-08-15 11:07:12,387 - pyskl - INFO - Saving checkpoint at 65 epochs 2025-08-15 11:08:08,377 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 11:08:09,120 - pyskl - INFO - top1_acc 0.2121 top5_acc 0.4442 2025-08-15 11:08:09,120 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 11:08:09,160 - pyskl - INFO - mean_acc 0.2120 2025-08-15 11:08:09,172 - pyskl - INFO - Epoch(val) [65][617] top1_acc: 0.2121, top5_acc: 0.4442, mean_class_accuracy: 0.2120 2025-08-15 11:09:31,064 - pyskl - INFO - Epoch [66][100/7492] lr: 3.019e-02, eta: 3 days, 20:30:42, time: 0.819, data_time: 0.291, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5150, loss_cls: 8.0112, loss: 8.0112 2025-08-15 11:10:23,396 - pyskl - INFO - Epoch [66][200/7492] lr: 3.018e-02, eta: 3 days, 20:29:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2775, top5_acc: 0.5353, loss_cls: 7.9861, loss: 7.9861 2025-08-15 11:11:15,977 - pyskl - INFO - Epoch [66][300/7492] lr: 3.018e-02, eta: 3 days, 20:28:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.5134, loss_cls: 8.0784, loss: 8.0784 2025-08-15 11:12:08,297 - pyskl - INFO - Epoch [66][400/7492] lr: 3.017e-02, eta: 3 days, 20:28:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5088, loss_cls: 8.0686, loss: 8.0686 2025-08-15 11:13:00,759 - pyskl - INFO - Epoch [66][500/7492] lr: 3.016e-02, eta: 3 days, 20:27:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5094, loss_cls: 8.0624, loss: 8.0624 2025-08-15 11:13:54,246 - pyskl - INFO - Epoch [66][600/7492] lr: 3.016e-02, eta: 3 days, 20:26:23, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5238, loss_cls: 8.0475, loss: 8.0475 2025-08-15 11:14:46,589 - pyskl - INFO - Epoch [66][700/7492] lr: 3.015e-02, eta: 3 days, 20:25:30, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5225, loss_cls: 8.0202, loss: 8.0202 2025-08-15 11:15:38,780 - pyskl - INFO - Epoch [66][800/7492] lr: 3.014e-02, eta: 3 days, 20:24:38, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5138, loss_cls: 8.0614, loss: 8.0614 2025-08-15 11:16:31,360 - pyskl - INFO - Epoch [66][900/7492] lr: 3.014e-02, eta: 3 days, 20:23:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5078, loss_cls: 8.0484, loss: 8.0484 2025-08-15 11:17:24,346 - pyskl - INFO - Epoch [66][1000/7492] lr: 3.013e-02, eta: 3 days, 20:22:55, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2734, top5_acc: 0.5253, loss_cls: 7.8921, loss: 7.8921 2025-08-15 11:18:16,636 - pyskl - INFO - Epoch [66][1100/7492] lr: 3.012e-02, eta: 3 days, 20:22:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4869, loss_cls: 8.2730, loss: 8.2730 2025-08-15 11:19:09,084 - pyskl - INFO - Epoch [66][1200/7492] lr: 3.012e-02, eta: 3 days, 20:21:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.4984, loss_cls: 8.0896, loss: 8.0896 2025-08-15 11:20:01,555 - pyskl - INFO - Epoch [66][1300/7492] lr: 3.011e-02, eta: 3 days, 20:20:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2769, top5_acc: 0.5244, loss_cls: 7.9841, loss: 7.9841 2025-08-15 11:20:54,452 - pyskl - INFO - Epoch [66][1400/7492] lr: 3.010e-02, eta: 3 days, 20:19:27, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2597, top5_acc: 0.5172, loss_cls: 8.1236, loss: 8.1236 2025-08-15 11:21:46,881 - pyskl - INFO - Epoch [66][1500/7492] lr: 3.010e-02, eta: 3 days, 20:18:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5250, loss_cls: 7.9649, loss: 7.9649 2025-08-15 11:22:39,126 - pyskl - INFO - Epoch [66][1600/7492] lr: 3.009e-02, eta: 3 days, 20:17:42, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2434, top5_acc: 0.5094, loss_cls: 8.1704, loss: 8.1704 2025-08-15 11:23:31,270 - pyskl - INFO - Epoch [66][1700/7492] lr: 3.008e-02, eta: 3 days, 20:16:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.5153, loss_cls: 8.0265, loss: 8.0265 2025-08-15 11:24:23,913 - pyskl - INFO - Epoch [66][1800/7492] lr: 3.007e-02, eta: 3 days, 20:15:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5069, loss_cls: 8.1140, loss: 8.1140 2025-08-15 11:25:16,538 - pyskl - INFO - Epoch [66][1900/7492] lr: 3.007e-02, eta: 3 days, 20:15:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5106, loss_cls: 7.9977, loss: 7.9977 2025-08-15 11:26:09,044 - pyskl - INFO - Epoch [66][2000/7492] lr: 3.006e-02, eta: 3 days, 20:14:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5178, loss_cls: 8.0857, loss: 8.0857 2025-08-15 11:27:01,880 - pyskl - INFO - Epoch [66][2100/7492] lr: 3.005e-02, eta: 3 days, 20:13:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5112, loss_cls: 8.0874, loss: 8.0874 2025-08-15 11:27:54,409 - pyskl - INFO - Epoch [66][2200/7492] lr: 3.005e-02, eta: 3 days, 20:12:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5219, loss_cls: 8.1030, loss: 8.1030 2025-08-15 11:28:46,738 - pyskl - INFO - Epoch [66][2300/7492] lr: 3.004e-02, eta: 3 days, 20:11:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2569, top5_acc: 0.5050, loss_cls: 8.1386, loss: 8.1386 2025-08-15 11:29:39,267 - pyskl - INFO - Epoch [66][2400/7492] lr: 3.003e-02, eta: 3 days, 20:10:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5009, loss_cls: 8.1351, loss: 8.1351 2025-08-15 11:30:31,736 - pyskl - INFO - Epoch [66][2500/7492] lr: 3.003e-02, eta: 3 days, 20:09:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5097, loss_cls: 8.0422, loss: 8.0422 2025-08-15 11:31:24,208 - pyskl - INFO - Epoch [66][2600/7492] lr: 3.002e-02, eta: 3 days, 20:09:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5156, loss_cls: 8.0117, loss: 8.0117 2025-08-15 11:32:16,866 - pyskl - INFO - Epoch [66][2700/7492] lr: 3.001e-02, eta: 3 days, 20:08:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5200, loss_cls: 8.0380, loss: 8.0380 2025-08-15 11:33:09,196 - pyskl - INFO - Epoch [66][2800/7492] lr: 3.001e-02, eta: 3 days, 20:07:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5150, loss_cls: 8.1200, loss: 8.1200 2025-08-15 11:34:01,475 - pyskl - INFO - Epoch [66][2900/7492] lr: 3.000e-02, eta: 3 days, 20:06:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5062, loss_cls: 8.1175, loss: 8.1175 2025-08-15 11:34:53,831 - pyskl - INFO - Epoch [66][3000/7492] lr: 2.999e-02, eta: 3 days, 20:05:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.5225, loss_cls: 8.0297, loss: 8.0297 2025-08-15 11:35:46,059 - pyskl - INFO - Epoch [66][3100/7492] lr: 2.999e-02, eta: 3 days, 20:04:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5181, loss_cls: 8.0564, loss: 8.0564 2025-08-15 11:36:38,914 - pyskl - INFO - Epoch [66][3200/7492] lr: 2.998e-02, eta: 3 days, 20:03:49, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5188, loss_cls: 8.0648, loss: 8.0648 2025-08-15 11:37:31,449 - pyskl - INFO - Epoch [66][3300/7492] lr: 2.997e-02, eta: 3 days, 20:02:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5006, loss_cls: 8.1498, loss: 8.1498 2025-08-15 11:38:24,138 - pyskl - INFO - Epoch [66][3400/7492] lr: 2.997e-02, eta: 3 days, 20:02:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5212, loss_cls: 8.0380, loss: 8.0380 2025-08-15 11:39:16,294 - pyskl - INFO - Epoch [66][3500/7492] lr: 2.996e-02, eta: 3 days, 20:01:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5172, loss_cls: 8.0509, loss: 8.0509 2025-08-15 11:40:08,673 - pyskl - INFO - Epoch [66][3600/7492] lr: 2.995e-02, eta: 3 days, 20:00:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5097, loss_cls: 8.1930, loss: 8.1930 2025-08-15 11:41:01,084 - pyskl - INFO - Epoch [66][3700/7492] lr: 2.994e-02, eta: 3 days, 19:59:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2769, top5_acc: 0.5238, loss_cls: 7.9283, loss: 7.9283 2025-08-15 11:41:53,617 - pyskl - INFO - Epoch [66][3800/7492] lr: 2.994e-02, eta: 3 days, 19:58:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5197, loss_cls: 8.0077, loss: 8.0077 2025-08-15 11:42:45,834 - pyskl - INFO - Epoch [66][3900/7492] lr: 2.993e-02, eta: 3 days, 19:57:44, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5309, loss_cls: 8.0721, loss: 8.0721 2025-08-15 11:43:38,489 - pyskl - INFO - Epoch [66][4000/7492] lr: 2.992e-02, eta: 3 days, 19:56:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5116, loss_cls: 8.1107, loss: 8.1107 2025-08-15 11:44:31,075 - pyskl - INFO - Epoch [66][4100/7492] lr: 2.992e-02, eta: 3 days, 19:56:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5128, loss_cls: 8.0845, loss: 8.0845 2025-08-15 11:45:23,540 - pyskl - INFO - Epoch [66][4200/7492] lr: 2.991e-02, eta: 3 days, 19:55:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5156, loss_cls: 8.0125, loss: 8.0125 2025-08-15 11:46:16,457 - pyskl - INFO - Epoch [66][4300/7492] lr: 2.990e-02, eta: 3 days, 19:54:16, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2525, top5_acc: 0.5075, loss_cls: 8.0958, loss: 8.0958 2025-08-15 11:47:08,845 - pyskl - INFO - Epoch [66][4400/7492] lr: 2.990e-02, eta: 3 days, 19:53:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5172, loss_cls: 8.0282, loss: 8.0282 2025-08-15 11:48:01,081 - pyskl - INFO - Epoch [66][4500/7492] lr: 2.989e-02, eta: 3 days, 19:52:32, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5112, loss_cls: 8.1330, loss: 8.1330 2025-08-15 11:48:53,339 - pyskl - INFO - Epoch [66][4600/7492] lr: 2.988e-02, eta: 3 days, 19:51:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5225, loss_cls: 8.0495, loss: 8.0495 2025-08-15 11:49:45,942 - pyskl - INFO - Epoch [66][4700/7492] lr: 2.988e-02, eta: 3 days, 19:50:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5197, loss_cls: 8.0642, loss: 8.0642 2025-08-15 11:50:38,587 - pyskl - INFO - Epoch [66][4800/7492] lr: 2.987e-02, eta: 3 days, 19:49:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2544, top5_acc: 0.5053, loss_cls: 8.1636, loss: 8.1636 2025-08-15 11:51:30,813 - pyskl - INFO - Epoch [66][4900/7492] lr: 2.986e-02, eta: 3 days, 19:49:03, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5184, loss_cls: 8.0535, loss: 8.0535 2025-08-15 11:52:23,500 - pyskl - INFO - Epoch [66][5000/7492] lr: 2.986e-02, eta: 3 days, 19:48:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5009, loss_cls: 8.1204, loss: 8.1204 2025-08-15 11:53:15,965 - pyskl - INFO - Epoch [66][5100/7492] lr: 2.985e-02, eta: 3 days, 19:47:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5228, loss_cls: 8.0908, loss: 8.0908 2025-08-15 11:54:08,758 - pyskl - INFO - Epoch [66][5200/7492] lr: 2.984e-02, eta: 3 days, 19:46:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5344, loss_cls: 7.9577, loss: 7.9577 2025-08-15 11:55:01,541 - pyskl - INFO - Epoch [66][5300/7492] lr: 2.983e-02, eta: 3 days, 19:45:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2531, top5_acc: 0.5106, loss_cls: 8.0551, loss: 8.0551 2025-08-15 11:55:54,569 - pyskl - INFO - Epoch [66][5400/7492] lr: 2.983e-02, eta: 3 days, 19:44:44, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5225, loss_cls: 8.1075, loss: 8.1075 2025-08-15 11:56:47,517 - pyskl - INFO - Epoch [66][5500/7492] lr: 2.982e-02, eta: 3 days, 19:43:53, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5122, loss_cls: 8.1077, loss: 8.1077 2025-08-15 11:57:40,244 - pyskl - INFO - Epoch [66][5600/7492] lr: 2.981e-02, eta: 3 days, 19:43:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5231, loss_cls: 8.0289, loss: 8.0289 2025-08-15 11:58:32,951 - pyskl - INFO - Epoch [66][5700/7492] lr: 2.981e-02, eta: 3 days, 19:42:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2734, top5_acc: 0.5141, loss_cls: 8.0491, loss: 8.0491 2025-08-15 11:59:25,633 - pyskl - INFO - Epoch [66][5800/7492] lr: 2.980e-02, eta: 3 days, 19:41:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5091, loss_cls: 8.0728, loss: 8.0728 2025-08-15 12:00:18,256 - pyskl - INFO - Epoch [66][5900/7492] lr: 2.979e-02, eta: 3 days, 19:40:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5197, loss_cls: 8.0917, loss: 8.0917 2025-08-15 12:01:10,799 - pyskl - INFO - Epoch [66][6000/7492] lr: 2.979e-02, eta: 3 days, 19:39:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5228, loss_cls: 7.9295, loss: 7.9295 2025-08-15 12:02:03,327 - pyskl - INFO - Epoch [66][6100/7492] lr: 2.978e-02, eta: 3 days, 19:38:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5141, loss_cls: 8.1089, loss: 8.1089 2025-08-15 12:02:55,847 - pyskl - INFO - Epoch [66][6200/7492] lr: 2.977e-02, eta: 3 days, 19:37:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5022, loss_cls: 8.0993, loss: 8.0993 2025-08-15 12:03:48,289 - pyskl - INFO - Epoch [66][6300/7492] lr: 2.977e-02, eta: 3 days, 19:36:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5300, loss_cls: 8.0078, loss: 8.0078 2025-08-15 12:04:40,649 - pyskl - INFO - Epoch [66][6400/7492] lr: 2.976e-02, eta: 3 days, 19:36:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5094, loss_cls: 8.1211, loss: 8.1211 2025-08-15 12:05:33,323 - pyskl - INFO - Epoch [66][6500/7492] lr: 2.975e-02, eta: 3 days, 19:35:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5294, loss_cls: 7.9716, loss: 7.9716 2025-08-15 12:06:25,890 - pyskl - INFO - Epoch [66][6600/7492] lr: 2.975e-02, eta: 3 days, 19:34:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5209, loss_cls: 7.9946, loss: 7.9946 2025-08-15 12:07:18,221 - pyskl - INFO - Epoch [66][6700/7492] lr: 2.974e-02, eta: 3 days, 19:33:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5259, loss_cls: 7.9858, loss: 7.9858 2025-08-15 12:08:10,449 - pyskl - INFO - Epoch [66][6800/7492] lr: 2.973e-02, eta: 3 days, 19:32:37, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5322, loss_cls: 7.9889, loss: 7.9889 2025-08-15 12:09:02,923 - pyskl - INFO - Epoch [66][6900/7492] lr: 2.973e-02, eta: 3 days, 19:31:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5134, loss_cls: 8.0402, loss: 8.0402 2025-08-15 12:09:55,855 - pyskl - INFO - Epoch [66][7000/7492] lr: 2.972e-02, eta: 3 days, 19:30:53, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5225, loss_cls: 8.0808, loss: 8.0808 2025-08-15 12:10:48,463 - pyskl - INFO - Epoch [66][7100/7492] lr: 2.971e-02, eta: 3 days, 19:30:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.4822, loss_cls: 8.2686, loss: 8.2686 2025-08-15 12:11:40,974 - pyskl - INFO - Epoch [66][7200/7492] lr: 2.970e-02, eta: 3 days, 19:29:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5184, loss_cls: 8.0902, loss: 8.0902 2025-08-15 12:12:33,444 - pyskl - INFO - Epoch [66][7300/7492] lr: 2.970e-02, eta: 3 days, 19:28:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2578, top5_acc: 0.5238, loss_cls: 8.0404, loss: 8.0404 2025-08-15 12:13:25,989 - pyskl - INFO - Epoch [66][7400/7492] lr: 2.969e-02, eta: 3 days, 19:27:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2675, top5_acc: 0.5253, loss_cls: 8.0262, loss: 8.0262 2025-08-15 12:14:15,150 - pyskl - INFO - Saving checkpoint at 66 epochs 2025-08-15 12:15:10,038 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 12:15:10,772 - pyskl - INFO - top1_acc 0.2219 top5_acc 0.4551 2025-08-15 12:15:10,772 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 12:15:10,812 - pyskl - INFO - mean_acc 0.2217 2025-08-15 12:15:10,825 - pyskl - INFO - Epoch(val) [66][617] top1_acc: 0.2219, top5_acc: 0.4551, mean_class_accuracy: 0.2217 2025-08-15 12:16:33,193 - pyskl - INFO - Epoch [67][100/7492] lr: 2.968e-02, eta: 3 days, 19:25:21, time: 0.824, data_time: 0.298, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5378, loss_cls: 7.9392, loss: 7.9392 2025-08-15 12:17:25,568 - pyskl - INFO - Epoch [67][200/7492] lr: 2.967e-02, eta: 3 days, 19:24:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2656, top5_acc: 0.5194, loss_cls: 7.9788, loss: 7.9788 2025-08-15 12:18:18,965 - pyskl - INFO - Epoch [67][300/7492] lr: 2.966e-02, eta: 3 days, 19:23:38, time: 0.534, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5247, loss_cls: 8.0649, loss: 8.0649 2025-08-15 12:19:10,947 - pyskl - INFO - Epoch [67][400/7492] lr: 2.966e-02, eta: 3 days, 19:22:46, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5191, loss_cls: 7.9727, loss: 7.9727 2025-08-15 12:20:03,227 - pyskl - INFO - Epoch [67][500/7492] lr: 2.965e-02, eta: 3 days, 19:21:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5278, loss_cls: 7.9462, loss: 7.9462 2025-08-15 12:20:55,343 - pyskl - INFO - Epoch [67][600/7492] lr: 2.964e-02, eta: 3 days, 19:21:01, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5194, loss_cls: 8.0916, loss: 8.0916 2025-08-15 12:21:47,567 - pyskl - INFO - Epoch [67][700/7492] lr: 2.964e-02, eta: 3 days, 19:20:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5112, loss_cls: 8.0405, loss: 8.0405 2025-08-15 12:22:39,877 - pyskl - INFO - Epoch [67][800/7492] lr: 2.963e-02, eta: 3 days, 19:19:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5259, loss_cls: 7.9576, loss: 7.9576 2025-08-15 12:23:32,286 - pyskl - INFO - Epoch [67][900/7492] lr: 2.962e-02, eta: 3 days, 19:18:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5175, loss_cls: 8.0193, loss: 8.0193 2025-08-15 12:24:25,968 - pyskl - INFO - Epoch [67][1000/7492] lr: 2.962e-02, eta: 3 days, 19:17:33, time: 0.537, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5241, loss_cls: 7.9988, loss: 7.9988 2025-08-15 12:25:18,601 - pyskl - INFO - Epoch [67][1100/7492] lr: 2.961e-02, eta: 3 days, 19:16:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5244, loss_cls: 7.9663, loss: 7.9663 2025-08-15 12:26:10,996 - pyskl - INFO - Epoch [67][1200/7492] lr: 2.960e-02, eta: 3 days, 19:15:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5288, loss_cls: 7.8546, loss: 7.8546 2025-08-15 12:27:03,166 - pyskl - INFO - Epoch [67][1300/7492] lr: 2.960e-02, eta: 3 days, 19:14:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5197, loss_cls: 8.1029, loss: 8.1029 2025-08-15 12:27:55,519 - pyskl - INFO - Epoch [67][1400/7492] lr: 2.959e-02, eta: 3 days, 19:14:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2581, top5_acc: 0.5044, loss_cls: 8.0198, loss: 8.0198 2025-08-15 12:28:48,097 - pyskl - INFO - Epoch [67][1500/7492] lr: 2.958e-02, eta: 3 days, 19:13:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5244, loss_cls: 8.0452, loss: 8.0452 2025-08-15 12:29:40,593 - pyskl - INFO - Epoch [67][1600/7492] lr: 2.957e-02, eta: 3 days, 19:12:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5131, loss_cls: 8.0991, loss: 8.0991 2025-08-15 12:30:33,927 - pyskl - INFO - Epoch [67][1700/7492] lr: 2.957e-02, eta: 3 days, 19:11:29, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.2497, top5_acc: 0.5009, loss_cls: 8.1563, loss: 8.1563 2025-08-15 12:31:26,833 - pyskl - INFO - Epoch [67][1800/7492] lr: 2.956e-02, eta: 3 days, 19:10:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5169, loss_cls: 8.0565, loss: 8.0565 2025-08-15 12:32:19,823 - pyskl - INFO - Epoch [67][1900/7492] lr: 2.955e-02, eta: 3 days, 19:09:46, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5016, loss_cls: 8.0936, loss: 8.0936 2025-08-15 12:33:12,481 - pyskl - INFO - Epoch [67][2000/7492] lr: 2.955e-02, eta: 3 days, 19:08:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5281, loss_cls: 7.9982, loss: 7.9982 2025-08-15 12:34:05,337 - pyskl - INFO - Epoch [67][2100/7492] lr: 2.954e-02, eta: 3 days, 19:08:03, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.5088, loss_cls: 8.0811, loss: 8.0811 2025-08-15 12:34:58,023 - pyskl - INFO - Epoch [67][2200/7492] lr: 2.953e-02, eta: 3 days, 19:07:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.4991, loss_cls: 8.0481, loss: 8.0481 2025-08-15 12:35:50,407 - pyskl - INFO - Epoch [67][2300/7492] lr: 2.953e-02, eta: 3 days, 19:06:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5169, loss_cls: 8.0016, loss: 8.0016 2025-08-15 12:36:42,849 - pyskl - INFO - Epoch [67][2400/7492] lr: 2.952e-02, eta: 3 days, 19:05:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2466, top5_acc: 0.5122, loss_cls: 8.0886, loss: 8.0886 2025-08-15 12:37:35,690 - pyskl - INFO - Epoch [67][2500/7492] lr: 2.951e-02, eta: 3 days, 19:04:35, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5159, loss_cls: 8.0907, loss: 8.0907 2025-08-15 12:38:28,175 - pyskl - INFO - Epoch [67][2600/7492] lr: 2.951e-02, eta: 3 days, 19:03:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5069, loss_cls: 8.0164, loss: 8.0164 2025-08-15 12:39:20,732 - pyskl - INFO - Epoch [67][2700/7492] lr: 2.950e-02, eta: 3 days, 19:02:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5200, loss_cls: 8.0944, loss: 8.0944 2025-08-15 12:40:13,215 - pyskl - INFO - Epoch [67][2800/7492] lr: 2.949e-02, eta: 3 days, 19:01:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2569, top5_acc: 0.5138, loss_cls: 8.0817, loss: 8.0817 2025-08-15 12:41:05,888 - pyskl - INFO - Epoch [67][2900/7492] lr: 2.949e-02, eta: 3 days, 19:01:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5141, loss_cls: 8.0766, loss: 8.0766 2025-08-15 12:41:58,518 - pyskl - INFO - Epoch [67][3000/7492] lr: 2.948e-02, eta: 3 days, 19:00:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5162, loss_cls: 8.0591, loss: 8.0591 2025-08-15 12:42:51,107 - pyskl - INFO - Epoch [67][3100/7492] lr: 2.947e-02, eta: 3 days, 18:59:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5188, loss_cls: 8.0226, loss: 8.0226 2025-08-15 12:43:43,873 - pyskl - INFO - Epoch [67][3200/7492] lr: 2.946e-02, eta: 3 days, 18:58:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5219, loss_cls: 8.0135, loss: 8.0135 2025-08-15 12:44:36,389 - pyskl - INFO - Epoch [67][3300/7492] lr: 2.946e-02, eta: 3 days, 18:57:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5025, loss_cls: 8.0774, loss: 8.0774 2025-08-15 12:45:28,723 - pyskl - INFO - Epoch [67][3400/7492] lr: 2.945e-02, eta: 3 days, 18:56:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5012, loss_cls: 8.0450, loss: 8.0450 2025-08-15 12:46:21,575 - pyskl - INFO - Epoch [67][3500/7492] lr: 2.944e-02, eta: 3 days, 18:55:56, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5234, loss_cls: 8.0290, loss: 8.0290 2025-08-15 12:47:13,914 - pyskl - INFO - Epoch [67][3600/7492] lr: 2.944e-02, eta: 3 days, 18:55:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5141, loss_cls: 8.0583, loss: 8.0583 2025-08-15 12:48:06,360 - pyskl - INFO - Epoch [67][3700/7492] lr: 2.943e-02, eta: 3 days, 18:54:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5228, loss_cls: 7.9926, loss: 7.9926 2025-08-15 12:48:59,114 - pyskl - INFO - Epoch [67][3800/7492] lr: 2.942e-02, eta: 3 days, 18:53:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5006, loss_cls: 8.1413, loss: 8.1413 2025-08-15 12:49:51,556 - pyskl - INFO - Epoch [67][3900/7492] lr: 2.942e-02, eta: 3 days, 18:52:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5209, loss_cls: 7.9334, loss: 7.9334 2025-08-15 12:50:44,072 - pyskl - INFO - Epoch [67][4000/7492] lr: 2.941e-02, eta: 3 days, 18:51:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5334, loss_cls: 7.9197, loss: 7.9197 2025-08-15 12:51:36,056 - pyskl - INFO - Epoch [67][4100/7492] lr: 2.940e-02, eta: 3 days, 18:50:42, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5166, loss_cls: 8.0995, loss: 8.0995 2025-08-15 12:52:28,430 - pyskl - INFO - Epoch [67][4200/7492] lr: 2.940e-02, eta: 3 days, 18:49:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5234, loss_cls: 8.0149, loss: 8.0149 2025-08-15 12:53:21,354 - pyskl - INFO - Epoch [67][4300/7492] lr: 2.939e-02, eta: 3 days, 18:48:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5131, loss_cls: 8.0653, loss: 8.0653 2025-08-15 12:54:13,786 - pyskl - INFO - Epoch [67][4400/7492] lr: 2.938e-02, eta: 3 days, 18:48:07, time: 0.526, data_time: 0.002, memory: 13026, top1_acc: 0.2734, top5_acc: 0.5303, loss_cls: 8.0021, loss: 8.0021 2025-08-15 12:55:06,400 - pyskl - INFO - Epoch [67][4500/7492] lr: 2.938e-02, eta: 3 days, 18:47:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5247, loss_cls: 8.0425, loss: 8.0425 2025-08-15 12:55:58,988 - pyskl - INFO - Epoch [67][4600/7492] lr: 2.937e-02, eta: 3 days, 18:46:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5056, loss_cls: 8.1321, loss: 8.1321 2025-08-15 12:56:51,726 - pyskl - INFO - Epoch [67][4700/7492] lr: 2.936e-02, eta: 3 days, 18:45:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.4991, loss_cls: 8.1110, loss: 8.1110 2025-08-15 12:57:44,249 - pyskl - INFO - Epoch [67][4800/7492] lr: 2.935e-02, eta: 3 days, 18:44:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5150, loss_cls: 8.0498, loss: 8.0498 2025-08-15 12:58:36,769 - pyskl - INFO - Epoch [67][4900/7492] lr: 2.935e-02, eta: 3 days, 18:43:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5006, loss_cls: 8.1618, loss: 8.1618 2025-08-15 12:59:29,175 - pyskl - INFO - Epoch [67][5000/7492] lr: 2.934e-02, eta: 3 days, 18:42:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5272, loss_cls: 7.9490, loss: 7.9490 2025-08-15 13:00:21,580 - pyskl - INFO - Epoch [67][5100/7492] lr: 2.933e-02, eta: 3 days, 18:42:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2444, top5_acc: 0.5012, loss_cls: 8.1359, loss: 8.1359 2025-08-15 13:01:14,211 - pyskl - INFO - Epoch [67][5200/7492] lr: 2.933e-02, eta: 3 days, 18:41:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5319, loss_cls: 7.9429, loss: 7.9429 2025-08-15 13:02:06,711 - pyskl - INFO - Epoch [67][5300/7492] lr: 2.932e-02, eta: 3 days, 18:40:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2484, top5_acc: 0.4997, loss_cls: 8.0591, loss: 8.0591 2025-08-15 13:02:59,491 - pyskl - INFO - Epoch [67][5400/7492] lr: 2.931e-02, eta: 3 days, 18:39:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5081, loss_cls: 8.1201, loss: 8.1201 2025-08-15 13:03:51,905 - pyskl - INFO - Epoch [67][5500/7492] lr: 2.931e-02, eta: 3 days, 18:38:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5056, loss_cls: 8.1044, loss: 8.1044 2025-08-15 13:04:44,455 - pyskl - INFO - Epoch [67][5600/7492] lr: 2.930e-02, eta: 3 days, 18:37:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5253, loss_cls: 7.9964, loss: 7.9964 2025-08-15 13:05:36,846 - pyskl - INFO - Epoch [67][5700/7492] lr: 2.929e-02, eta: 3 days, 18:36:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5175, loss_cls: 8.0730, loss: 8.0730 2025-08-15 13:06:29,406 - pyskl - INFO - Epoch [67][5800/7492] lr: 2.929e-02, eta: 3 days, 18:35:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5169, loss_cls: 8.0537, loss: 8.0537 2025-08-15 13:07:21,882 - pyskl - INFO - Epoch [67][5900/7492] lr: 2.928e-02, eta: 3 days, 18:35:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.4956, loss_cls: 8.1376, loss: 8.1376 2025-08-15 13:08:14,701 - pyskl - INFO - Epoch [67][6000/7492] lr: 2.927e-02, eta: 3 days, 18:34:15, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5250, loss_cls: 8.0225, loss: 8.0225 2025-08-15 13:09:07,291 - pyskl - INFO - Epoch [67][6100/7492] lr: 2.927e-02, eta: 3 days, 18:33:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5150, loss_cls: 8.0411, loss: 8.0411 2025-08-15 13:09:59,974 - pyskl - INFO - Epoch [67][6200/7492] lr: 2.926e-02, eta: 3 days, 18:32:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5138, loss_cls: 7.9839, loss: 7.9839 2025-08-15 13:10:52,364 - pyskl - INFO - Epoch [67][6300/7492] lr: 2.925e-02, eta: 3 days, 18:31:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5159, loss_cls: 8.0458, loss: 8.0458 2025-08-15 13:11:44,817 - pyskl - INFO - Epoch [67][6400/7492] lr: 2.924e-02, eta: 3 days, 18:30:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5172, loss_cls: 8.0189, loss: 8.0189 2025-08-15 13:12:37,660 - pyskl - INFO - Epoch [67][6500/7492] lr: 2.924e-02, eta: 3 days, 18:29:55, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5066, loss_cls: 8.0745, loss: 8.0745 2025-08-15 13:13:29,923 - pyskl - INFO - Epoch [67][6600/7492] lr: 2.923e-02, eta: 3 days, 18:29:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5100, loss_cls: 8.1105, loss: 8.1105 2025-08-15 13:14:22,494 - pyskl - INFO - Epoch [67][6700/7492] lr: 2.922e-02, eta: 3 days, 18:28:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5275, loss_cls: 8.0656, loss: 8.0656 2025-08-15 13:15:15,022 - pyskl - INFO - Epoch [67][6800/7492] lr: 2.922e-02, eta: 3 days, 18:27:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5231, loss_cls: 7.9383, loss: 7.9383 2025-08-15 13:16:07,436 - pyskl - INFO - Epoch [67][6900/7492] lr: 2.921e-02, eta: 3 days, 18:26:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5169, loss_cls: 8.0561, loss: 8.0561 2025-08-15 13:17:01,148 - pyskl - INFO - Epoch [67][7000/7492] lr: 2.920e-02, eta: 3 days, 18:25:36, time: 0.537, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5041, loss_cls: 8.1617, loss: 8.1617 2025-08-15 13:17:53,611 - pyskl - INFO - Epoch [67][7100/7492] lr: 2.920e-02, eta: 3 days, 18:24:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5075, loss_cls: 8.1657, loss: 8.1657 2025-08-15 13:18:45,993 - pyskl - INFO - Epoch [67][7200/7492] lr: 2.919e-02, eta: 3 days, 18:23:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5172, loss_cls: 8.1262, loss: 8.1262 2025-08-15 13:19:38,573 - pyskl - INFO - Epoch [67][7300/7492] lr: 2.918e-02, eta: 3 days, 18:22:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2550, top5_acc: 0.5125, loss_cls: 8.0494, loss: 8.0494 2025-08-15 13:20:31,289 - pyskl - INFO - Epoch [67][7400/7492] lr: 2.918e-02, eta: 3 days, 18:22:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2656, top5_acc: 0.5097, loss_cls: 8.1271, loss: 8.1271 2025-08-15 13:21:20,535 - pyskl - INFO - Saving checkpoint at 67 epochs 2025-08-15 13:22:40,423 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 13:22:41,168 - pyskl - INFO - top1_acc 0.2147 top5_acc 0.4501 2025-08-15 13:22:41,168 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 13:22:41,207 - pyskl - INFO - mean_acc 0.2146 2025-08-15 13:22:41,220 - pyskl - INFO - Epoch(val) [67][617] top1_acc: 0.2147, top5_acc: 0.4501, mean_class_accuracy: 0.2146 2025-08-15 13:24:03,228 - pyskl - INFO - Epoch [68][100/7492] lr: 2.916e-02, eta: 3 days, 18:20:04, time: 0.820, data_time: 0.295, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5316, loss_cls: 7.9956, loss: 7.9956 2025-08-15 13:24:55,286 - pyskl - INFO - Epoch [68][200/7492] lr: 2.916e-02, eta: 3 days, 18:19:12, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5291, loss_cls: 7.9956, loss: 7.9956 2025-08-15 13:25:47,291 - pyskl - INFO - Epoch [68][300/7492] lr: 2.915e-02, eta: 3 days, 18:18:19, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5316, loss_cls: 7.8996, loss: 7.8996 2025-08-15 13:26:39,892 - pyskl - INFO - Epoch [68][400/7492] lr: 2.914e-02, eta: 3 days, 18:17:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5228, loss_cls: 7.9392, loss: 7.9392 2025-08-15 13:27:32,505 - pyskl - INFO - Epoch [68][500/7492] lr: 2.913e-02, eta: 3 days, 18:16:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2675, top5_acc: 0.5097, loss_cls: 8.0662, loss: 8.0662 2025-08-15 13:28:25,054 - pyskl - INFO - Epoch [68][600/7492] lr: 2.913e-02, eta: 3 days, 18:15:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2781, top5_acc: 0.5200, loss_cls: 8.0493, loss: 8.0493 2025-08-15 13:29:17,556 - pyskl - INFO - Epoch [68][700/7492] lr: 2.912e-02, eta: 3 days, 18:14:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5162, loss_cls: 8.0380, loss: 8.0380 2025-08-15 13:30:10,010 - pyskl - INFO - Epoch [68][800/7492] lr: 2.911e-02, eta: 3 days, 18:13:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5166, loss_cls: 7.9388, loss: 7.9388 2025-08-15 13:31:02,397 - pyskl - INFO - Epoch [68][900/7492] lr: 2.911e-02, eta: 3 days, 18:13:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2478, top5_acc: 0.5038, loss_cls: 8.1898, loss: 8.1898 2025-08-15 13:31:54,932 - pyskl - INFO - Epoch [68][1000/7492] lr: 2.910e-02, eta: 3 days, 18:12:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5212, loss_cls: 7.9224, loss: 7.9224 2025-08-15 13:32:47,491 - pyskl - INFO - Epoch [68][1100/7492] lr: 2.909e-02, eta: 3 days, 18:11:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5281, loss_cls: 7.9604, loss: 7.9604 2025-08-15 13:33:39,885 - pyskl - INFO - Epoch [68][1200/7492] lr: 2.909e-02, eta: 3 days, 18:10:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2594, top5_acc: 0.5069, loss_cls: 8.0926, loss: 8.0926 2025-08-15 13:34:31,927 - pyskl - INFO - Epoch [68][1300/7492] lr: 2.908e-02, eta: 3 days, 18:09:38, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5247, loss_cls: 8.0348, loss: 8.0348 2025-08-15 13:35:24,354 - pyskl - INFO - Epoch [68][1400/7492] lr: 2.907e-02, eta: 3 days, 18:08:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5172, loss_cls: 8.0329, loss: 8.0329 2025-08-15 13:36:16,792 - pyskl - INFO - Epoch [68][1500/7492] lr: 2.907e-02, eta: 3 days, 18:07:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5209, loss_cls: 8.0967, loss: 8.0967 2025-08-15 13:37:09,059 - pyskl - INFO - Epoch [68][1600/7492] lr: 2.906e-02, eta: 3 days, 18:07:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5181, loss_cls: 8.0707, loss: 8.0707 2025-08-15 13:38:01,427 - pyskl - INFO - Epoch [68][1700/7492] lr: 2.905e-02, eta: 3 days, 18:06:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5109, loss_cls: 8.0470, loss: 8.0470 2025-08-15 13:38:53,870 - pyskl - INFO - Epoch [68][1800/7492] lr: 2.905e-02, eta: 3 days, 18:05:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5319, loss_cls: 7.9227, loss: 7.9227 2025-08-15 13:39:46,113 - pyskl - INFO - Epoch [68][1900/7492] lr: 2.904e-02, eta: 3 days, 18:04:24, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5225, loss_cls: 8.0092, loss: 8.0092 2025-08-15 13:40:38,459 - pyskl - INFO - Epoch [68][2000/7492] lr: 2.903e-02, eta: 3 days, 18:03:32, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5141, loss_cls: 8.0788, loss: 8.0788 2025-08-15 13:41:31,028 - pyskl - INFO - Epoch [68][2100/7492] lr: 2.902e-02, eta: 3 days, 18:02:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2753, top5_acc: 0.5306, loss_cls: 7.9735, loss: 7.9735 2025-08-15 13:42:23,607 - pyskl - INFO - Epoch [68][2200/7492] lr: 2.902e-02, eta: 3 days, 18:01:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5119, loss_cls: 8.0620, loss: 8.0620 2025-08-15 13:43:15,968 - pyskl - INFO - Epoch [68][2300/7492] lr: 2.901e-02, eta: 3 days, 18:00:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.5181, loss_cls: 8.0500, loss: 8.0500 2025-08-15 13:44:08,645 - pyskl - INFO - Epoch [68][2400/7492] lr: 2.900e-02, eta: 3 days, 18:00:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5184, loss_cls: 7.9771, loss: 7.9771 2025-08-15 13:45:01,127 - pyskl - INFO - Epoch [68][2500/7492] lr: 2.900e-02, eta: 3 days, 17:59:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5150, loss_cls: 7.9592, loss: 7.9592 2025-08-15 13:45:53,391 - pyskl - INFO - Epoch [68][2600/7492] lr: 2.899e-02, eta: 3 days, 17:58:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5144, loss_cls: 7.9887, loss: 7.9887 2025-08-15 13:46:45,913 - pyskl - INFO - Epoch [68][2700/7492] lr: 2.898e-02, eta: 3 days, 17:57:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5262, loss_cls: 8.0629, loss: 8.0629 2025-08-15 13:47:38,413 - pyskl - INFO - Epoch [68][2800/7492] lr: 2.898e-02, eta: 3 days, 17:56:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2572, top5_acc: 0.5028, loss_cls: 8.0553, loss: 8.0553 2025-08-15 13:48:30,923 - pyskl - INFO - Epoch [68][2900/7492] lr: 2.897e-02, eta: 3 days, 17:55:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5159, loss_cls: 8.1053, loss: 8.1053 2025-08-15 13:49:23,295 - pyskl - INFO - Epoch [68][3000/7492] lr: 2.896e-02, eta: 3 days, 17:54:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5053, loss_cls: 8.1357, loss: 8.1357 2025-08-15 13:50:15,695 - pyskl - INFO - Epoch [68][3100/7492] lr: 2.896e-02, eta: 3 days, 17:53:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5128, loss_cls: 8.0141, loss: 8.0141 2025-08-15 13:51:08,105 - pyskl - INFO - Epoch [68][3200/7492] lr: 2.895e-02, eta: 3 days, 17:53:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5162, loss_cls: 7.9696, loss: 7.9696 2025-08-15 13:52:00,852 - pyskl - INFO - Epoch [68][3300/7492] lr: 2.894e-02, eta: 3 days, 17:52:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5278, loss_cls: 7.9345, loss: 7.9345 2025-08-15 13:52:53,233 - pyskl - INFO - Epoch [68][3400/7492] lr: 2.893e-02, eta: 3 days, 17:51:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5256, loss_cls: 7.9926, loss: 7.9926 2025-08-15 13:53:45,424 - pyskl - INFO - Epoch [68][3500/7492] lr: 2.893e-02, eta: 3 days, 17:50:30, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5234, loss_cls: 8.0643, loss: 8.0643 2025-08-15 13:54:37,687 - pyskl - INFO - Epoch [68][3600/7492] lr: 2.892e-02, eta: 3 days, 17:49:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5109, loss_cls: 8.0933, loss: 8.0933 2025-08-15 13:55:30,254 - pyskl - INFO - Epoch [68][3700/7492] lr: 2.891e-02, eta: 3 days, 17:48:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2603, top5_acc: 0.5109, loss_cls: 8.0793, loss: 8.0793 2025-08-15 13:56:22,758 - pyskl - INFO - Epoch [68][3800/7492] lr: 2.891e-02, eta: 3 days, 17:47:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5184, loss_cls: 8.0365, loss: 8.0365 2025-08-15 13:57:15,181 - pyskl - INFO - Epoch [68][3900/7492] lr: 2.890e-02, eta: 3 days, 17:47:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5281, loss_cls: 8.0511, loss: 8.0511 2025-08-15 13:58:07,671 - pyskl - INFO - Epoch [68][4000/7492] lr: 2.889e-02, eta: 3 days, 17:46:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5291, loss_cls: 7.9809, loss: 7.9809 2025-08-15 13:59:00,018 - pyskl - INFO - Epoch [68][4100/7492] lr: 2.889e-02, eta: 3 days, 17:45:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5069, loss_cls: 7.9871, loss: 7.9871 2025-08-15 13:59:52,507 - pyskl - INFO - Epoch [68][4200/7492] lr: 2.888e-02, eta: 3 days, 17:44:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5275, loss_cls: 7.9927, loss: 7.9927 2025-08-15 14:00:44,882 - pyskl - INFO - Epoch [68][4300/7492] lr: 2.887e-02, eta: 3 days, 17:43:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2781, top5_acc: 0.5225, loss_cls: 8.0366, loss: 8.0366 2025-08-15 14:01:37,564 - pyskl - INFO - Epoch [68][4400/7492] lr: 2.887e-02, eta: 3 days, 17:42:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5319, loss_cls: 7.9546, loss: 7.9546 2025-08-15 14:02:29,990 - pyskl - INFO - Epoch [68][4500/7492] lr: 2.886e-02, eta: 3 days, 17:41:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5100, loss_cls: 8.0841, loss: 8.0841 2025-08-15 14:03:22,609 - pyskl - INFO - Epoch [68][4600/7492] lr: 2.885e-02, eta: 3 days, 17:40:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2556, top5_acc: 0.5116, loss_cls: 8.1156, loss: 8.1156 2025-08-15 14:04:15,178 - pyskl - INFO - Epoch [68][4700/7492] lr: 2.885e-02, eta: 3 days, 17:40:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2675, top5_acc: 0.5178, loss_cls: 8.0292, loss: 8.0292 2025-08-15 14:05:07,660 - pyskl - INFO - Epoch [68][4800/7492] lr: 2.884e-02, eta: 3 days, 17:39:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5019, loss_cls: 8.1463, loss: 8.1463 2025-08-15 14:05:59,838 - pyskl - INFO - Epoch [68][4900/7492] lr: 2.883e-02, eta: 3 days, 17:38:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5272, loss_cls: 7.9309, loss: 7.9309 2025-08-15 14:06:52,364 - pyskl - INFO - Epoch [68][5000/7492] lr: 2.882e-02, eta: 3 days, 17:37:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5175, loss_cls: 8.0839, loss: 8.0839 2025-08-15 14:07:44,884 - pyskl - INFO - Epoch [68][5100/7492] lr: 2.882e-02, eta: 3 days, 17:36:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2503, top5_acc: 0.5097, loss_cls: 8.1202, loss: 8.1202 2025-08-15 14:08:37,463 - pyskl - INFO - Epoch [68][5200/7492] lr: 2.881e-02, eta: 3 days, 17:35:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5281, loss_cls: 8.0048, loss: 8.0048 2025-08-15 14:09:30,210 - pyskl - INFO - Epoch [68][5300/7492] lr: 2.880e-02, eta: 3 days, 17:34:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5138, loss_cls: 8.0826, loss: 8.0826 2025-08-15 14:10:22,590 - pyskl - INFO - Epoch [68][5400/7492] lr: 2.880e-02, eta: 3 days, 17:34:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5319, loss_cls: 7.9672, loss: 7.9672 2025-08-15 14:11:14,957 - pyskl - INFO - Epoch [68][5500/7492] lr: 2.879e-02, eta: 3 days, 17:33:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5188, loss_cls: 8.0210, loss: 8.0210 2025-08-15 14:12:07,124 - pyskl - INFO - Epoch [68][5600/7492] lr: 2.878e-02, eta: 3 days, 17:32:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2575, top5_acc: 0.5188, loss_cls: 8.0749, loss: 8.0749 2025-08-15 14:12:59,499 - pyskl - INFO - Epoch [68][5700/7492] lr: 2.878e-02, eta: 3 days, 17:31:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5212, loss_cls: 8.1074, loss: 8.1074 2025-08-15 14:13:51,764 - pyskl - INFO - Epoch [68][5800/7492] lr: 2.877e-02, eta: 3 days, 17:30:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5175, loss_cls: 7.9813, loss: 7.9813 2025-08-15 14:14:44,274 - pyskl - INFO - Epoch [68][5900/7492] lr: 2.876e-02, eta: 3 days, 17:29:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5306, loss_cls: 7.9970, loss: 7.9970 2025-08-15 14:15:36,329 - pyskl - INFO - Epoch [68][6000/7492] lr: 2.876e-02, eta: 3 days, 17:28:47, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5134, loss_cls: 8.0834, loss: 8.0834 2025-08-15 14:16:28,823 - pyskl - INFO - Epoch [68][6100/7492] lr: 2.875e-02, eta: 3 days, 17:27:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2541, top5_acc: 0.4891, loss_cls: 8.1645, loss: 8.1645 2025-08-15 14:17:21,047 - pyskl - INFO - Epoch [68][6200/7492] lr: 2.874e-02, eta: 3 days, 17:27:02, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5262, loss_cls: 8.0819, loss: 8.0819 2025-08-15 14:18:13,640 - pyskl - INFO - Epoch [68][6300/7492] lr: 2.873e-02, eta: 3 days, 17:26:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5206, loss_cls: 8.0174, loss: 8.0174 2025-08-15 14:19:06,030 - pyskl - INFO - Epoch [68][6400/7492] lr: 2.873e-02, eta: 3 days, 17:25:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5197, loss_cls: 8.0790, loss: 8.0790 2025-08-15 14:19:58,752 - pyskl - INFO - Epoch [68][6500/7492] lr: 2.872e-02, eta: 3 days, 17:24:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5075, loss_cls: 8.0616, loss: 8.0616 2025-08-15 14:20:51,641 - pyskl - INFO - Epoch [68][6600/7492] lr: 2.871e-02, eta: 3 days, 17:23:35, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5200, loss_cls: 7.9496, loss: 7.9496 2025-08-15 14:21:44,539 - pyskl - INFO - Epoch [68][6700/7492] lr: 2.871e-02, eta: 3 days, 17:22:43, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5278, loss_cls: 7.9686, loss: 7.9686 2025-08-15 14:22:37,196 - pyskl - INFO - Epoch [68][6800/7492] lr: 2.870e-02, eta: 3 days, 17:21:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5106, loss_cls: 8.1314, loss: 8.1314 2025-08-15 14:23:29,762 - pyskl - INFO - Epoch [68][6900/7492] lr: 2.869e-02, eta: 3 days, 17:20:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5216, loss_cls: 8.0093, loss: 8.0093 2025-08-15 14:24:22,407 - pyskl - INFO - Epoch [68][7000/7492] lr: 2.869e-02, eta: 3 days, 17:20:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5116, loss_cls: 8.1272, loss: 8.1272 2025-08-15 14:25:14,988 - pyskl - INFO - Epoch [68][7100/7492] lr: 2.868e-02, eta: 3 days, 17:19:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5250, loss_cls: 7.9865, loss: 7.9865 2025-08-15 14:26:07,459 - pyskl - INFO - Epoch [68][7200/7492] lr: 2.867e-02, eta: 3 days, 17:18:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5138, loss_cls: 8.0246, loss: 8.0246 2025-08-15 14:26:59,529 - pyskl - INFO - Epoch [68][7300/7492] lr: 2.867e-02, eta: 3 days, 17:17:31, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5112, loss_cls: 8.0719, loss: 8.0719 2025-08-15 14:27:51,994 - pyskl - INFO - Epoch [68][7400/7492] lr: 2.866e-02, eta: 3 days, 17:16:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2775, top5_acc: 0.5303, loss_cls: 7.9278, loss: 7.9278 2025-08-15 14:28:41,422 - pyskl - INFO - Saving checkpoint at 68 epochs 2025-08-15 14:29:38,102 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 14:29:38,851 - pyskl - INFO - top1_acc 0.2227 top5_acc 0.4520 2025-08-15 14:29:38,852 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 14:29:38,889 - pyskl - INFO - mean_acc 0.2224 2025-08-15 14:29:38,901 - pyskl - INFO - Epoch(val) [68][617] top1_acc: 0.2227, top5_acc: 0.4520, mean_class_accuracy: 0.2224 2025-08-15 14:31:00,393 - pyskl - INFO - Epoch [69][100/7492] lr: 2.865e-02, eta: 3 days, 17:14:35, time: 0.815, data_time: 0.290, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5284, loss_cls: 7.9688, loss: 7.9688 2025-08-15 14:31:52,659 - pyskl - INFO - Epoch [69][200/7492] lr: 2.864e-02, eta: 3 days, 17:13:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5122, loss_cls: 8.0104, loss: 8.0104 2025-08-15 14:32:45,061 - pyskl - INFO - Epoch [69][300/7492] lr: 2.863e-02, eta: 3 days, 17:12:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5212, loss_cls: 7.9983, loss: 7.9983 2025-08-15 14:33:37,252 - pyskl - INFO - Epoch [69][400/7492] lr: 2.862e-02, eta: 3 days, 17:11:58, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5219, loss_cls: 8.0159, loss: 8.0159 2025-08-15 14:34:29,193 - pyskl - INFO - Epoch [69][500/7492] lr: 2.862e-02, eta: 3 days, 17:11:05, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5159, loss_cls: 7.9234, loss: 7.9234 2025-08-15 14:35:21,168 - pyskl - INFO - Epoch [69][600/7492] lr: 2.861e-02, eta: 3 days, 17:10:13, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.4984, loss_cls: 8.0783, loss: 8.0783 2025-08-15 14:36:13,312 - pyskl - INFO - Epoch [69][700/7492] lr: 2.860e-02, eta: 3 days, 17:09:20, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5116, loss_cls: 8.0775, loss: 8.0775 2025-08-15 14:37:05,266 - pyskl - INFO - Epoch [69][800/7492] lr: 2.860e-02, eta: 3 days, 17:08:28, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5122, loss_cls: 8.1275, loss: 8.1275 2025-08-15 14:37:57,157 - pyskl - INFO - Epoch [69][900/7492] lr: 2.859e-02, eta: 3 days, 17:07:35, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5188, loss_cls: 7.9989, loss: 7.9989 2025-08-15 14:38:49,347 - pyskl - INFO - Epoch [69][1000/7492] lr: 2.858e-02, eta: 3 days, 17:06:42, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5231, loss_cls: 7.9364, loss: 7.9364 2025-08-15 14:39:41,585 - pyskl - INFO - Epoch [69][1100/7492] lr: 2.858e-02, eta: 3 days, 17:05:50, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5259, loss_cls: 7.9985, loss: 7.9985 2025-08-15 14:40:34,047 - pyskl - INFO - Epoch [69][1200/7492] lr: 2.857e-02, eta: 3 days, 17:04:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5216, loss_cls: 8.0124, loss: 8.0124 2025-08-15 14:41:26,475 - pyskl - INFO - Epoch [69][1300/7492] lr: 2.856e-02, eta: 3 days, 17:04:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5244, loss_cls: 8.0367, loss: 8.0367 2025-08-15 14:42:18,896 - pyskl - INFO - Epoch [69][1400/7492] lr: 2.856e-02, eta: 3 days, 17:03:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5353, loss_cls: 7.9297, loss: 7.9297 2025-08-15 14:43:11,640 - pyskl - INFO - Epoch [69][1500/7492] lr: 2.855e-02, eta: 3 days, 17:02:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5106, loss_cls: 8.0537, loss: 8.0537 2025-08-15 14:44:04,218 - pyskl - INFO - Epoch [69][1600/7492] lr: 2.854e-02, eta: 3 days, 17:01:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5091, loss_cls: 8.0299, loss: 8.0299 2025-08-15 14:44:57,084 - pyskl - INFO - Epoch [69][1700/7492] lr: 2.853e-02, eta: 3 days, 17:00:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5197, loss_cls: 8.0244, loss: 8.0244 2025-08-15 14:45:49,665 - pyskl - INFO - Epoch [69][1800/7492] lr: 2.853e-02, eta: 3 days, 16:59:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5259, loss_cls: 7.9713, loss: 7.9713 2025-08-15 14:46:42,534 - pyskl - INFO - Epoch [69][1900/7492] lr: 2.852e-02, eta: 3 days, 16:58:54, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5309, loss_cls: 7.9804, loss: 7.9804 2025-08-15 14:47:35,099 - pyskl - INFO - Epoch [69][2000/7492] lr: 2.851e-02, eta: 3 days, 16:58:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5238, loss_cls: 8.0681, loss: 8.0681 2025-08-15 14:48:27,985 - pyskl - INFO - Epoch [69][2100/7492] lr: 2.851e-02, eta: 3 days, 16:57:11, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.5072, loss_cls: 7.9949, loss: 7.9949 2025-08-15 14:49:20,515 - pyskl - INFO - Epoch [69][2200/7492] lr: 2.850e-02, eta: 3 days, 16:56:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5225, loss_cls: 8.0024, loss: 8.0024 2025-08-15 14:50:13,137 - pyskl - INFO - Epoch [69][2300/7492] lr: 2.849e-02, eta: 3 days, 16:55:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5134, loss_cls: 8.1231, loss: 8.1231 2025-08-15 14:51:05,490 - pyskl - INFO - Epoch [69][2400/7492] lr: 2.849e-02, eta: 3 days, 16:54:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5197, loss_cls: 8.0651, loss: 8.0651 2025-08-15 14:51:57,846 - pyskl - INFO - Epoch [69][2500/7492] lr: 2.848e-02, eta: 3 days, 16:53:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5194, loss_cls: 7.9087, loss: 7.9087 2025-08-15 14:52:50,306 - pyskl - INFO - Epoch [69][2600/7492] lr: 2.847e-02, eta: 3 days, 16:52:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5225, loss_cls: 8.0500, loss: 8.0500 2025-08-15 14:53:43,000 - pyskl - INFO - Epoch [69][2700/7492] lr: 2.847e-02, eta: 3 days, 16:51:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5219, loss_cls: 7.9528, loss: 7.9528 2025-08-15 14:54:35,425 - pyskl - INFO - Epoch [69][2800/7492] lr: 2.846e-02, eta: 3 days, 16:51:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5128, loss_cls: 8.1055, loss: 8.1055 2025-08-15 14:55:27,971 - pyskl - INFO - Epoch [69][2900/7492] lr: 2.845e-02, eta: 3 days, 16:50:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5044, loss_cls: 8.0411, loss: 8.0411 2025-08-15 14:56:20,478 - pyskl - INFO - Epoch [69][3000/7492] lr: 2.844e-02, eta: 3 days, 16:49:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5363, loss_cls: 8.0283, loss: 8.0283 2025-08-15 14:57:12,952 - pyskl - INFO - Epoch [69][3100/7492] lr: 2.844e-02, eta: 3 days, 16:48:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2578, top5_acc: 0.5147, loss_cls: 8.0773, loss: 8.0773 2025-08-15 14:58:05,697 - pyskl - INFO - Epoch [69][3200/7492] lr: 2.843e-02, eta: 3 days, 16:47:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5288, loss_cls: 7.9473, loss: 7.9473 2025-08-15 14:58:58,300 - pyskl - INFO - Epoch [69][3300/7492] lr: 2.842e-02, eta: 3 days, 16:46:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5059, loss_cls: 7.9848, loss: 7.9848 2025-08-15 14:59:50,679 - pyskl - INFO - Epoch [69][3400/7492] lr: 2.842e-02, eta: 3 days, 16:45:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5309, loss_cls: 7.9279, loss: 7.9279 2025-08-15 15:00:42,984 - pyskl - INFO - Epoch [69][3500/7492] lr: 2.841e-02, eta: 3 days, 16:45:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5056, loss_cls: 8.0638, loss: 8.0638 2025-08-15 15:01:35,405 - pyskl - INFO - Epoch [69][3600/7492] lr: 2.840e-02, eta: 3 days, 16:44:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5122, loss_cls: 8.0763, loss: 8.0763 2025-08-15 15:02:27,706 - pyskl - INFO - Epoch [69][3700/7492] lr: 2.840e-02, eta: 3 days, 16:43:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2775, top5_acc: 0.5378, loss_cls: 7.9508, loss: 7.9508 2025-08-15 15:03:20,035 - pyskl - INFO - Epoch [69][3800/7492] lr: 2.839e-02, eta: 3 days, 16:42:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2913, top5_acc: 0.5416, loss_cls: 7.8705, loss: 7.8705 2025-08-15 15:04:12,653 - pyskl - INFO - Epoch [69][3900/7492] lr: 2.838e-02, eta: 3 days, 16:41:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5050, loss_cls: 8.0753, loss: 8.0753 2025-08-15 15:05:05,185 - pyskl - INFO - Epoch [69][4000/7492] lr: 2.838e-02, eta: 3 days, 16:40:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2859, top5_acc: 0.5275, loss_cls: 8.0284, loss: 8.0284 2025-08-15 15:05:57,628 - pyskl - INFO - Epoch [69][4100/7492] lr: 2.837e-02, eta: 3 days, 16:39:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5081, loss_cls: 8.0940, loss: 8.0940 2025-08-15 15:06:50,302 - pyskl - INFO - Epoch [69][4200/7492] lr: 2.836e-02, eta: 3 days, 16:38:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5212, loss_cls: 8.0102, loss: 8.0102 2025-08-15 15:07:43,202 - pyskl - INFO - Epoch [69][4300/7492] lr: 2.835e-02, eta: 3 days, 16:38:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5344, loss_cls: 7.9448, loss: 7.9448 2025-08-15 15:08:35,651 - pyskl - INFO - Epoch [69][4400/7492] lr: 2.835e-02, eta: 3 days, 16:37:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5203, loss_cls: 7.9898, loss: 7.9898 2025-08-15 15:09:28,422 - pyskl - INFO - Epoch [69][4500/7492] lr: 2.834e-02, eta: 3 days, 16:36:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5391, loss_cls: 7.9586, loss: 7.9586 2025-08-15 15:10:20,901 - pyskl - INFO - Epoch [69][4600/7492] lr: 2.833e-02, eta: 3 days, 16:35:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5297, loss_cls: 7.9537, loss: 7.9537 2025-08-15 15:11:13,455 - pyskl - INFO - Epoch [69][4700/7492] lr: 2.833e-02, eta: 3 days, 16:34:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5325, loss_cls: 8.0270, loss: 8.0270 2025-08-15 15:12:05,922 - pyskl - INFO - Epoch [69][4800/7492] lr: 2.832e-02, eta: 3 days, 16:33:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5188, loss_cls: 8.0969, loss: 8.0969 2025-08-15 15:12:58,433 - pyskl - INFO - Epoch [69][4900/7492] lr: 2.831e-02, eta: 3 days, 16:32:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5275, loss_cls: 7.9939, loss: 7.9939 2025-08-15 15:13:50,896 - pyskl - INFO - Epoch [69][5000/7492] lr: 2.831e-02, eta: 3 days, 16:32:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5150, loss_cls: 8.0199, loss: 8.0199 2025-08-15 15:14:43,525 - pyskl - INFO - Epoch [69][5100/7492] lr: 2.830e-02, eta: 3 days, 16:31:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5297, loss_cls: 7.9187, loss: 7.9187 2025-08-15 15:15:36,116 - pyskl - INFO - Epoch [69][5200/7492] lr: 2.829e-02, eta: 3 days, 16:30:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5309, loss_cls: 8.0246, loss: 8.0246 2025-08-15 15:16:28,764 - pyskl - INFO - Epoch [69][5300/7492] lr: 2.829e-02, eta: 3 days, 16:29:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5106, loss_cls: 8.0944, loss: 8.0944 2025-08-15 15:17:21,418 - pyskl - INFO - Epoch [69][5400/7492] lr: 2.828e-02, eta: 3 days, 16:28:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5278, loss_cls: 7.9336, loss: 7.9336 2025-08-15 15:18:14,081 - pyskl - INFO - Epoch [69][5500/7492] lr: 2.827e-02, eta: 3 days, 16:27:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5250, loss_cls: 8.0045, loss: 8.0045 2025-08-15 15:19:06,780 - pyskl - INFO - Epoch [69][5600/7492] lr: 2.826e-02, eta: 3 days, 16:26:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5259, loss_cls: 8.0370, loss: 8.0370 2025-08-15 15:19:59,202 - pyskl - INFO - Epoch [69][5700/7492] lr: 2.826e-02, eta: 3 days, 16:25:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5072, loss_cls: 8.1342, loss: 8.1342 2025-08-15 15:20:51,930 - pyskl - INFO - Epoch [69][5800/7492] lr: 2.825e-02, eta: 3 days, 16:25:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2675, top5_acc: 0.5112, loss_cls: 8.0418, loss: 8.0418 2025-08-15 15:21:44,221 - pyskl - INFO - Epoch [69][5900/7492] lr: 2.824e-02, eta: 3 days, 16:24:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5091, loss_cls: 8.0575, loss: 8.0575 2025-08-15 15:22:36,925 - pyskl - INFO - Epoch [69][6000/7492] lr: 2.824e-02, eta: 3 days, 16:23:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5272, loss_cls: 7.9202, loss: 7.9202 2025-08-15 15:23:29,410 - pyskl - INFO - Epoch [69][6100/7492] lr: 2.823e-02, eta: 3 days, 16:22:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5284, loss_cls: 8.0147, loss: 8.0147 2025-08-15 15:24:21,883 - pyskl - INFO - Epoch [69][6200/7492] lr: 2.822e-02, eta: 3 days, 16:21:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5197, loss_cls: 8.0204, loss: 8.0204 2025-08-15 15:25:14,380 - pyskl - INFO - Epoch [69][6300/7492] lr: 2.822e-02, eta: 3 days, 16:20:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5162, loss_cls: 7.9936, loss: 7.9936 2025-08-15 15:26:06,769 - pyskl - INFO - Epoch [69][6400/7492] lr: 2.821e-02, eta: 3 days, 16:19:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2628, top5_acc: 0.5172, loss_cls: 8.0696, loss: 8.0696 2025-08-15 15:26:59,555 - pyskl - INFO - Epoch [69][6500/7492] lr: 2.820e-02, eta: 3 days, 16:19:01, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2775, top5_acc: 0.5144, loss_cls: 7.9759, loss: 7.9759 2025-08-15 15:27:52,103 - pyskl - INFO - Epoch [69][6600/7492] lr: 2.820e-02, eta: 3 days, 16:18:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5144, loss_cls: 8.0026, loss: 8.0026 2025-08-15 15:28:44,652 - pyskl - INFO - Epoch [69][6700/7492] lr: 2.819e-02, eta: 3 days, 16:17:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5203, loss_cls: 8.0204, loss: 8.0204 2025-08-15 15:29:37,021 - pyskl - INFO - Epoch [69][6800/7492] lr: 2.818e-02, eta: 3 days, 16:16:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5069, loss_cls: 8.0849, loss: 8.0849 2025-08-15 15:30:29,670 - pyskl - INFO - Epoch [69][6900/7492] lr: 2.817e-02, eta: 3 days, 16:15:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5116, loss_cls: 8.0985, loss: 8.0985 2025-08-15 15:31:22,141 - pyskl - INFO - Epoch [69][7000/7492] lr: 2.817e-02, eta: 3 days, 16:14:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5244, loss_cls: 7.9919, loss: 7.9919 2025-08-15 15:32:14,682 - pyskl - INFO - Epoch [69][7100/7492] lr: 2.816e-02, eta: 3 days, 16:13:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5125, loss_cls: 8.0758, loss: 8.0758 2025-08-15 15:33:07,380 - pyskl - INFO - Epoch [69][7200/7492] lr: 2.815e-02, eta: 3 days, 16:12:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5253, loss_cls: 8.0745, loss: 8.0745 2025-08-15 15:34:00,056 - pyskl - INFO - Epoch [69][7300/7492] lr: 2.815e-02, eta: 3 days, 16:12:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2450, top5_acc: 0.5056, loss_cls: 8.1319, loss: 8.1319 2025-08-15 15:34:52,569 - pyskl - INFO - Epoch [69][7400/7492] lr: 2.814e-02, eta: 3 days, 16:11:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5319, loss_cls: 7.9256, loss: 7.9256 2025-08-15 15:35:41,816 - pyskl - INFO - Saving checkpoint at 69 epochs 2025-08-15 15:36:39,034 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 15:36:39,769 - pyskl - INFO - top1_acc 0.1924 top5_acc 0.4195 2025-08-15 15:36:39,770 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 15:36:39,807 - pyskl - INFO - mean_acc 0.1923 2025-08-15 15:36:39,818 - pyskl - INFO - Epoch(val) [69][617] top1_acc: 0.1924, top5_acc: 0.4195, mean_class_accuracy: 0.1923 2025-08-15 15:38:01,681 - pyskl - INFO - Epoch [70][100/7492] lr: 2.813e-02, eta: 3 days, 16:09:11, time: 0.819, data_time: 0.292, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5112, loss_cls: 7.9590, loss: 7.9590 2025-08-15 15:38:53,764 - pyskl - INFO - Epoch [70][200/7492] lr: 2.812e-02, eta: 3 days, 16:08:19, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5316, loss_cls: 7.9242, loss: 7.9242 2025-08-15 15:39:45,915 - pyskl - INFO - Epoch [70][300/7492] lr: 2.811e-02, eta: 3 days, 16:07:26, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2656, top5_acc: 0.5291, loss_cls: 7.9905, loss: 7.9905 2025-08-15 15:40:38,185 - pyskl - INFO - Epoch [70][400/7492] lr: 2.811e-02, eta: 3 days, 16:06:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5253, loss_cls: 8.0603, loss: 8.0603 2025-08-15 15:41:30,254 - pyskl - INFO - Epoch [70][500/7492] lr: 2.810e-02, eta: 3 days, 16:05:41, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5312, loss_cls: 7.8907, loss: 7.8907 2025-08-15 15:42:22,291 - pyskl - INFO - Epoch [70][600/7492] lr: 2.809e-02, eta: 3 days, 16:04:49, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5272, loss_cls: 7.9355, loss: 7.9355 2025-08-15 15:43:14,656 - pyskl - INFO - Epoch [70][700/7492] lr: 2.808e-02, eta: 3 days, 16:03:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2641, top5_acc: 0.5200, loss_cls: 8.0893, loss: 8.0893 2025-08-15 15:44:06,941 - pyskl - INFO - Epoch [70][800/7492] lr: 2.808e-02, eta: 3 days, 16:03:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5219, loss_cls: 8.0126, loss: 8.0126 2025-08-15 15:44:59,214 - pyskl - INFO - Epoch [70][900/7492] lr: 2.807e-02, eta: 3 days, 16:02:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5219, loss_cls: 7.9726, loss: 7.9726 2025-08-15 15:45:51,604 - pyskl - INFO - Epoch [70][1000/7492] lr: 2.806e-02, eta: 3 days, 16:01:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5216, loss_cls: 8.0530, loss: 8.0530 2025-08-15 15:46:44,043 - pyskl - INFO - Epoch [70][1100/7492] lr: 2.806e-02, eta: 3 days, 16:00:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5356, loss_cls: 8.0244, loss: 8.0244 2025-08-15 15:47:36,794 - pyskl - INFO - Epoch [70][1200/7492] lr: 2.805e-02, eta: 3 days, 15:59:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2822, top5_acc: 0.5281, loss_cls: 7.9953, loss: 7.9953 2025-08-15 15:48:29,371 - pyskl - INFO - Epoch [70][1300/7492] lr: 2.804e-02, eta: 3 days, 15:58:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5188, loss_cls: 7.9333, loss: 7.9333 2025-08-15 15:49:22,338 - pyskl - INFO - Epoch [70][1400/7492] lr: 2.804e-02, eta: 3 days, 15:57:52, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5306, loss_cls: 7.9874, loss: 7.9874 2025-08-15 15:50:15,080 - pyskl - INFO - Epoch [70][1500/7492] lr: 2.803e-02, eta: 3 days, 15:57:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2781, top5_acc: 0.5216, loss_cls: 8.0031, loss: 8.0031 2025-08-15 15:51:07,584 - pyskl - INFO - Epoch [70][1600/7492] lr: 2.802e-02, eta: 3 days, 15:56:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.5025, loss_cls: 8.1324, loss: 8.1324 2025-08-15 15:52:00,114 - pyskl - INFO - Epoch [70][1700/7492] lr: 2.802e-02, eta: 3 days, 15:55:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5269, loss_cls: 8.0649, loss: 8.0649 2025-08-15 15:52:52,774 - pyskl - INFO - Epoch [70][1800/7492] lr: 2.801e-02, eta: 3 days, 15:54:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5103, loss_cls: 8.0919, loss: 8.0919 2025-08-15 15:53:45,211 - pyskl - INFO - Epoch [70][1900/7492] lr: 2.800e-02, eta: 3 days, 15:53:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5209, loss_cls: 8.0481, loss: 8.0481 2025-08-15 15:54:37,662 - pyskl - INFO - Epoch [70][2000/7492] lr: 2.799e-02, eta: 3 days, 15:52:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5116, loss_cls: 8.1041, loss: 8.1041 2025-08-15 15:55:30,251 - pyskl - INFO - Epoch [70][2100/7492] lr: 2.799e-02, eta: 3 days, 15:51:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5022, loss_cls: 8.1359, loss: 8.1359 2025-08-15 15:56:22,805 - pyskl - INFO - Epoch [70][2200/7492] lr: 2.798e-02, eta: 3 days, 15:50:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2775, top5_acc: 0.5184, loss_cls: 7.9714, loss: 7.9714 2025-08-15 15:57:15,389 - pyskl - INFO - Epoch [70][2300/7492] lr: 2.797e-02, eta: 3 days, 15:50:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5378, loss_cls: 7.8677, loss: 7.8677 2025-08-15 15:58:07,917 - pyskl - INFO - Epoch [70][2400/7492] lr: 2.797e-02, eta: 3 days, 15:49:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5241, loss_cls: 7.9648, loss: 7.9648 2025-08-15 15:59:00,288 - pyskl - INFO - Epoch [70][2500/7492] lr: 2.796e-02, eta: 3 days, 15:48:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2856, top5_acc: 0.5244, loss_cls: 7.9046, loss: 7.9046 2025-08-15 15:59:52,938 - pyskl - INFO - Epoch [70][2600/7492] lr: 2.795e-02, eta: 3 days, 15:47:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5316, loss_cls: 7.9298, loss: 7.9298 2025-08-15 16:00:45,366 - pyskl - INFO - Epoch [70][2700/7492] lr: 2.795e-02, eta: 3 days, 15:46:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5112, loss_cls: 7.9985, loss: 7.9985 2025-08-15 16:01:37,754 - pyskl - INFO - Epoch [70][2800/7492] lr: 2.794e-02, eta: 3 days, 15:45:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5147, loss_cls: 8.0972, loss: 8.0972 2025-08-15 16:02:30,443 - pyskl - INFO - Epoch [70][2900/7492] lr: 2.793e-02, eta: 3 days, 15:44:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5309, loss_cls: 7.9691, loss: 7.9691 2025-08-15 16:03:22,862 - pyskl - INFO - Epoch [70][3000/7492] lr: 2.793e-02, eta: 3 days, 15:43:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2822, top5_acc: 0.5291, loss_cls: 7.9777, loss: 7.9777 2025-08-15 16:04:15,508 - pyskl - INFO - Epoch [70][3100/7492] lr: 2.792e-02, eta: 3 days, 15:43:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5203, loss_cls: 8.0389, loss: 8.0389 2025-08-15 16:05:08,148 - pyskl - INFO - Epoch [70][3200/7492] lr: 2.791e-02, eta: 3 days, 15:42:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5238, loss_cls: 7.8972, loss: 7.8972 2025-08-15 16:06:00,627 - pyskl - INFO - Epoch [70][3300/7492] lr: 2.790e-02, eta: 3 days, 15:41:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5259, loss_cls: 8.0531, loss: 8.0531 2025-08-15 16:06:53,237 - pyskl - INFO - Epoch [70][3400/7492] lr: 2.790e-02, eta: 3 days, 15:40:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5375, loss_cls: 7.9404, loss: 7.9404 2025-08-15 16:07:45,774 - pyskl - INFO - Epoch [70][3500/7492] lr: 2.789e-02, eta: 3 days, 15:39:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5150, loss_cls: 8.0449, loss: 8.0449 2025-08-15 16:08:38,311 - pyskl - INFO - Epoch [70][3600/7492] lr: 2.788e-02, eta: 3 days, 15:38:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 8.0584, loss: 8.0584 2025-08-15 16:09:30,872 - pyskl - INFO - Epoch [70][3700/7492] lr: 2.788e-02, eta: 3 days, 15:37:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5206, loss_cls: 7.9631, loss: 7.9631 2025-08-15 16:10:23,386 - pyskl - INFO - Epoch [70][3800/7492] lr: 2.787e-02, eta: 3 days, 15:37:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5225, loss_cls: 7.9938, loss: 7.9938 2025-08-15 16:11:15,863 - pyskl - INFO - Epoch [70][3900/7492] lr: 2.786e-02, eta: 3 days, 15:36:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5084, loss_cls: 8.0443, loss: 8.0443 2025-08-15 16:12:08,449 - pyskl - INFO - Epoch [70][4000/7492] lr: 2.786e-02, eta: 3 days, 15:35:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5253, loss_cls: 8.0180, loss: 8.0180 2025-08-15 16:13:01,003 - pyskl - INFO - Epoch [70][4100/7492] lr: 2.785e-02, eta: 3 days, 15:34:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2600, top5_acc: 0.5119, loss_cls: 8.0905, loss: 8.0905 2025-08-15 16:13:53,591 - pyskl - INFO - Epoch [70][4200/7492] lr: 2.784e-02, eta: 3 days, 15:33:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5150, loss_cls: 8.0621, loss: 8.0621 2025-08-15 16:14:46,398 - pyskl - INFO - Epoch [70][4300/7492] lr: 2.784e-02, eta: 3 days, 15:32:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5222, loss_cls: 7.9852, loss: 7.9852 2025-08-15 16:15:38,969 - pyskl - INFO - Epoch [70][4400/7492] lr: 2.783e-02, eta: 3 days, 15:31:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5300, loss_cls: 8.0160, loss: 8.0160 2025-08-15 16:16:31,673 - pyskl - INFO - Epoch [70][4500/7492] lr: 2.782e-02, eta: 3 days, 15:31:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5291, loss_cls: 8.0356, loss: 8.0356 2025-08-15 16:17:24,121 - pyskl - INFO - Epoch [70][4600/7492] lr: 2.781e-02, eta: 3 days, 15:30:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2622, top5_acc: 0.5203, loss_cls: 8.0594, loss: 8.0594 2025-08-15 16:18:16,369 - pyskl - INFO - Epoch [70][4700/7492] lr: 2.781e-02, eta: 3 days, 15:29:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5150, loss_cls: 8.0954, loss: 8.0954 2025-08-15 16:19:09,060 - pyskl - INFO - Epoch [70][4800/7492] lr: 2.780e-02, eta: 3 days, 15:28:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5162, loss_cls: 8.0054, loss: 8.0054 2025-08-15 16:20:01,517 - pyskl - INFO - Epoch [70][4900/7492] lr: 2.779e-02, eta: 3 days, 15:27:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.5134, loss_cls: 8.0786, loss: 8.0786 2025-08-15 16:20:53,756 - pyskl - INFO - Epoch [70][5000/7492] lr: 2.779e-02, eta: 3 days, 15:26:39, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5347, loss_cls: 7.9095, loss: 7.9095 2025-08-15 16:21:46,224 - pyskl - INFO - Epoch [70][5100/7492] lr: 2.778e-02, eta: 3 days, 15:25:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5347, loss_cls: 7.9919, loss: 7.9919 2025-08-15 16:22:38,857 - pyskl - INFO - Epoch [70][5200/7492] lr: 2.777e-02, eta: 3 days, 15:24:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2822, top5_acc: 0.5394, loss_cls: 7.9917, loss: 7.9917 2025-08-15 16:23:31,152 - pyskl - INFO - Epoch [70][5300/7492] lr: 2.777e-02, eta: 3 days, 15:24:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5128, loss_cls: 8.0652, loss: 8.0652 2025-08-15 16:24:23,872 - pyskl - INFO - Epoch [70][5400/7492] lr: 2.776e-02, eta: 3 days, 15:23:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5184, loss_cls: 8.0726, loss: 8.0726 2025-08-15 16:25:16,401 - pyskl - INFO - Epoch [70][5500/7492] lr: 2.775e-02, eta: 3 days, 15:22:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5222, loss_cls: 8.0249, loss: 8.0249 2025-08-15 16:26:09,405 - pyskl - INFO - Epoch [70][5600/7492] lr: 2.774e-02, eta: 3 days, 15:21:27, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5484, loss_cls: 7.9042, loss: 7.9042 2025-08-15 16:27:01,841 - pyskl - INFO - Epoch [70][5700/7492] lr: 2.774e-02, eta: 3 days, 15:20:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5413, loss_cls: 7.8682, loss: 7.8682 2025-08-15 16:27:53,892 - pyskl - INFO - Epoch [70][5800/7492] lr: 2.773e-02, eta: 3 days, 15:19:42, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5150, loss_cls: 8.0058, loss: 8.0058 2025-08-15 16:28:45,794 - pyskl - INFO - Epoch [70][5900/7492] lr: 2.772e-02, eta: 3 days, 15:18:50, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5188, loss_cls: 8.0996, loss: 8.0996 2025-08-15 16:29:38,254 - pyskl - INFO - Epoch [70][6000/7492] lr: 2.772e-02, eta: 3 days, 15:17:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5053, loss_cls: 8.0371, loss: 8.0371 2025-08-15 16:30:30,921 - pyskl - INFO - Epoch [70][6100/7492] lr: 2.771e-02, eta: 3 days, 15:17:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5134, loss_cls: 8.0401, loss: 8.0401 2025-08-15 16:31:23,596 - pyskl - INFO - Epoch [70][6200/7492] lr: 2.770e-02, eta: 3 days, 15:16:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5138, loss_cls: 8.0559, loss: 8.0559 2025-08-15 16:32:16,622 - pyskl - INFO - Epoch [70][6300/7492] lr: 2.770e-02, eta: 3 days, 15:15:22, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5306, loss_cls: 8.0245, loss: 8.0245 2025-08-15 16:33:09,416 - pyskl - INFO - Epoch [70][6400/7492] lr: 2.769e-02, eta: 3 days, 15:14:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5397, loss_cls: 7.9380, loss: 7.9380 2025-08-15 16:34:02,156 - pyskl - INFO - Epoch [70][6500/7492] lr: 2.768e-02, eta: 3 days, 15:13:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5184, loss_cls: 7.9173, loss: 7.9173 2025-08-15 16:34:54,798 - pyskl - INFO - Epoch [70][6600/7492] lr: 2.768e-02, eta: 3 days, 15:12:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5209, loss_cls: 7.9794, loss: 7.9794 2025-08-15 16:35:47,425 - pyskl - INFO - Epoch [70][6700/7492] lr: 2.767e-02, eta: 3 days, 15:11:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5106, loss_cls: 8.0939, loss: 8.0939 2025-08-15 16:36:39,921 - pyskl - INFO - Epoch [70][6800/7492] lr: 2.766e-02, eta: 3 days, 15:11:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5262, loss_cls: 7.9808, loss: 7.9808 2025-08-15 16:37:32,550 - pyskl - INFO - Epoch [70][6900/7492] lr: 2.765e-02, eta: 3 days, 15:10:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5100, loss_cls: 8.1000, loss: 8.1000 2025-08-15 16:38:24,830 - pyskl - INFO - Epoch [70][7000/7492] lr: 2.765e-02, eta: 3 days, 15:09:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5228, loss_cls: 7.9924, loss: 7.9924 2025-08-15 16:39:17,306 - pyskl - INFO - Epoch [70][7100/7492] lr: 2.764e-02, eta: 3 days, 15:08:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5147, loss_cls: 8.0365, loss: 8.0365 2025-08-15 16:40:09,997 - pyskl - INFO - Epoch [70][7200/7492] lr: 2.763e-02, eta: 3 days, 15:07:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5134, loss_cls: 8.0107, loss: 8.0107 2025-08-15 16:41:02,425 - pyskl - INFO - Epoch [70][7300/7492] lr: 2.763e-02, eta: 3 days, 15:06:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5122, loss_cls: 8.0607, loss: 8.0607 2025-08-15 16:41:55,027 - pyskl - INFO - Epoch [70][7400/7492] lr: 2.762e-02, eta: 3 days, 15:05:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5353, loss_cls: 7.9946, loss: 7.9946 2025-08-15 16:42:44,373 - pyskl - INFO - Saving checkpoint at 70 epochs 2025-08-15 16:43:39,347 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 16:43:40,077 - pyskl - INFO - top1_acc 0.2218 top5_acc 0.4552 2025-08-15 16:43:40,077 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 16:43:40,113 - pyskl - INFO - mean_acc 0.2216 2025-08-15 16:43:40,125 - pyskl - INFO - Epoch(val) [70][617] top1_acc: 0.2218, top5_acc: 0.4552, mean_class_accuracy: 0.2216 2025-08-15 16:45:01,731 - pyskl - INFO - Epoch [71][100/7492] lr: 2.761e-02, eta: 3 days, 15:03:48, time: 0.816, data_time: 0.288, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5416, loss_cls: 7.8334, loss: 7.8334 2025-08-15 16:45:54,027 - pyskl - INFO - Epoch [71][200/7492] lr: 2.760e-02, eta: 3 days, 15:02:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5184, loss_cls: 8.0079, loss: 8.0079 2025-08-15 16:46:46,263 - pyskl - INFO - Epoch [71][300/7492] lr: 2.759e-02, eta: 3 days, 15:02:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5309, loss_cls: 7.9353, loss: 7.9353 2025-08-15 16:47:38,219 - pyskl - INFO - Epoch [71][400/7492] lr: 2.759e-02, eta: 3 days, 15:01:11, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5316, loss_cls: 7.9762, loss: 7.9762 2025-08-15 16:48:30,236 - pyskl - INFO - Epoch [71][500/7492] lr: 2.758e-02, eta: 3 days, 15:00:18, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5231, loss_cls: 7.9564, loss: 7.9564 2025-08-15 16:49:23,688 - pyskl - INFO - Epoch [71][600/7492] lr: 2.757e-02, eta: 3 days, 14:59:27, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5409, loss_cls: 7.8259, loss: 7.8259 2025-08-15 16:50:15,884 - pyskl - INFO - Epoch [71][700/7492] lr: 2.756e-02, eta: 3 days, 14:58:35, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5459, loss_cls: 7.9049, loss: 7.9049 2025-08-15 16:51:08,442 - pyskl - INFO - Epoch [71][800/7492] lr: 2.756e-02, eta: 3 days, 14:57:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5203, loss_cls: 7.9363, loss: 7.9363 2025-08-15 16:52:01,077 - pyskl - INFO - Epoch [71][900/7492] lr: 2.755e-02, eta: 3 days, 14:56:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5266, loss_cls: 8.0690, loss: 8.0690 2025-08-15 16:52:53,623 - pyskl - INFO - Epoch [71][1000/7492] lr: 2.754e-02, eta: 3 days, 14:55:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5381, loss_cls: 7.9112, loss: 7.9112 2025-08-15 16:53:45,751 - pyskl - INFO - Epoch [71][1100/7492] lr: 2.754e-02, eta: 3 days, 14:55:06, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2822, top5_acc: 0.5300, loss_cls: 8.0017, loss: 8.0017 2025-08-15 16:54:38,407 - pyskl - INFO - Epoch [71][1200/7492] lr: 2.753e-02, eta: 3 days, 14:54:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 7.9691, loss: 7.9691 2025-08-15 16:55:31,001 - pyskl - INFO - Epoch [71][1300/7492] lr: 2.752e-02, eta: 3 days, 14:53:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5331, loss_cls: 7.9080, loss: 7.9080 2025-08-15 16:56:23,818 - pyskl - INFO - Epoch [71][1400/7492] lr: 2.752e-02, eta: 3 days, 14:52:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5141, loss_cls: 8.0020, loss: 8.0020 2025-08-15 16:57:16,143 - pyskl - INFO - Epoch [71][1500/7492] lr: 2.751e-02, eta: 3 days, 14:51:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5297, loss_cls: 7.9427, loss: 7.9427 2025-08-15 16:58:08,618 - pyskl - INFO - Epoch [71][1600/7492] lr: 2.750e-02, eta: 3 days, 14:50:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5256, loss_cls: 8.0251, loss: 8.0251 2025-08-15 16:59:01,037 - pyskl - INFO - Epoch [71][1700/7492] lr: 2.750e-02, eta: 3 days, 14:49:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5325, loss_cls: 7.9518, loss: 7.9518 2025-08-15 16:59:53,351 - pyskl - INFO - Epoch [71][1800/7492] lr: 2.749e-02, eta: 3 days, 14:49:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5206, loss_cls: 7.9884, loss: 7.9884 2025-08-15 17:00:45,847 - pyskl - INFO - Epoch [71][1900/7492] lr: 2.748e-02, eta: 3 days, 14:48:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5103, loss_cls: 8.0310, loss: 8.0310 2025-08-15 17:01:37,877 - pyskl - INFO - Epoch [71][2000/7492] lr: 2.747e-02, eta: 3 days, 14:47:17, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5231, loss_cls: 7.9707, loss: 7.9707 2025-08-15 17:02:30,471 - pyskl - INFO - Epoch [71][2100/7492] lr: 2.747e-02, eta: 3 days, 14:46:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5269, loss_cls: 8.0475, loss: 8.0475 2025-08-15 17:03:22,828 - pyskl - INFO - Epoch [71][2200/7492] lr: 2.746e-02, eta: 3 days, 14:45:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5553, loss_cls: 7.8317, loss: 7.8317 2025-08-15 17:04:15,479 - pyskl - INFO - Epoch [71][2300/7492] lr: 2.745e-02, eta: 3 days, 14:44:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5300, loss_cls: 8.0106, loss: 8.0106 2025-08-15 17:05:07,867 - pyskl - INFO - Epoch [71][2400/7492] lr: 2.745e-02, eta: 3 days, 14:43:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2803, top5_acc: 0.5366, loss_cls: 7.8467, loss: 7.8467 2025-08-15 17:06:00,405 - pyskl - INFO - Epoch [71][2500/7492] lr: 2.744e-02, eta: 3 days, 14:42:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5262, loss_cls: 7.9762, loss: 7.9762 2025-08-15 17:06:52,914 - pyskl - INFO - Epoch [71][2600/7492] lr: 2.743e-02, eta: 3 days, 14:42:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5319, loss_cls: 7.9389, loss: 7.9389 2025-08-15 17:07:45,332 - pyskl - INFO - Epoch [71][2700/7492] lr: 2.743e-02, eta: 3 days, 14:41:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5337, loss_cls: 7.9911, loss: 7.9911 2025-08-15 17:08:37,746 - pyskl - INFO - Epoch [71][2800/7492] lr: 2.742e-02, eta: 3 days, 14:40:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5269, loss_cls: 7.8693, loss: 7.8693 2025-08-15 17:09:30,206 - pyskl - INFO - Epoch [71][2900/7492] lr: 2.741e-02, eta: 3 days, 14:39:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5156, loss_cls: 7.9949, loss: 7.9949 2025-08-15 17:10:22,704 - pyskl - INFO - Epoch [71][3000/7492] lr: 2.740e-02, eta: 3 days, 14:38:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5272, loss_cls: 7.9037, loss: 7.9037 2025-08-15 17:11:15,330 - pyskl - INFO - Epoch [71][3100/7492] lr: 2.740e-02, eta: 3 days, 14:37:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5162, loss_cls: 8.0433, loss: 8.0433 2025-08-15 17:12:07,882 - pyskl - INFO - Epoch [71][3200/7492] lr: 2.739e-02, eta: 3 days, 14:36:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5266, loss_cls: 7.9561, loss: 7.9561 2025-08-15 17:13:00,455 - pyskl - INFO - Epoch [71][3300/7492] lr: 2.738e-02, eta: 3 days, 14:36:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5166, loss_cls: 8.0128, loss: 8.0128 2025-08-15 17:13:53,204 - pyskl - INFO - Epoch [71][3400/7492] lr: 2.738e-02, eta: 3 days, 14:35:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5275, loss_cls: 7.9335, loss: 7.9335 2025-08-15 17:14:45,754 - pyskl - INFO - Epoch [71][3500/7492] lr: 2.737e-02, eta: 3 days, 14:34:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5253, loss_cls: 8.0286, loss: 8.0286 2025-08-15 17:15:38,354 - pyskl - INFO - Epoch [71][3600/7492] lr: 2.736e-02, eta: 3 days, 14:33:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5141, loss_cls: 8.0205, loss: 8.0205 2025-08-15 17:16:30,902 - pyskl - INFO - Epoch [71][3700/7492] lr: 2.736e-02, eta: 3 days, 14:32:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2537, top5_acc: 0.5141, loss_cls: 8.1066, loss: 8.1066 2025-08-15 17:17:23,564 - pyskl - INFO - Epoch [71][3800/7492] lr: 2.735e-02, eta: 3 days, 14:31:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5166, loss_cls: 7.9899, loss: 7.9899 2025-08-15 17:18:16,286 - pyskl - INFO - Epoch [71][3900/7492] lr: 2.734e-02, eta: 3 days, 14:30:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5166, loss_cls: 7.9287, loss: 7.9287 2025-08-15 17:19:08,573 - pyskl - INFO - Epoch [71][4000/7492] lr: 2.734e-02, eta: 3 days, 14:29:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5353, loss_cls: 7.9126, loss: 7.9126 2025-08-15 17:20:01,160 - pyskl - INFO - Epoch [71][4100/7492] lr: 2.733e-02, eta: 3 days, 14:29:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5256, loss_cls: 7.9502, loss: 7.9502 2025-08-15 17:20:53,521 - pyskl - INFO - Epoch [71][4200/7492] lr: 2.732e-02, eta: 3 days, 14:28:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5269, loss_cls: 7.9591, loss: 7.9591 2025-08-15 17:21:45,779 - pyskl - INFO - Epoch [71][4300/7492] lr: 2.731e-02, eta: 3 days, 14:27:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2769, top5_acc: 0.5300, loss_cls: 8.0597, loss: 8.0597 2025-08-15 17:22:38,035 - pyskl - INFO - Epoch [71][4400/7492] lr: 2.731e-02, eta: 3 days, 14:26:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5097, loss_cls: 7.9596, loss: 7.9596 2025-08-15 17:23:30,569 - pyskl - INFO - Epoch [71][4500/7492] lr: 2.730e-02, eta: 3 days, 14:25:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5212, loss_cls: 8.0570, loss: 8.0570 2025-08-15 17:24:23,162 - pyskl - INFO - Epoch [71][4600/7492] lr: 2.729e-02, eta: 3 days, 14:24:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5197, loss_cls: 8.0186, loss: 8.0186 2025-08-15 17:25:15,850 - pyskl - INFO - Epoch [71][4700/7492] lr: 2.729e-02, eta: 3 days, 14:23:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5288, loss_cls: 7.9510, loss: 7.9510 2025-08-15 17:26:08,348 - pyskl - INFO - Epoch [71][4800/7492] lr: 2.728e-02, eta: 3 days, 14:22:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5172, loss_cls: 8.0899, loss: 8.0899 2025-08-15 17:27:00,823 - pyskl - INFO - Epoch [71][4900/7492] lr: 2.727e-02, eta: 3 days, 14:22:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5125, loss_cls: 8.0165, loss: 8.0165 2025-08-15 17:27:53,356 - pyskl - INFO - Epoch [71][5000/7492] lr: 2.727e-02, eta: 3 days, 14:21:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5088, loss_cls: 8.0653, loss: 8.0653 2025-08-15 17:28:46,468 - pyskl - INFO - Epoch [71][5100/7492] lr: 2.726e-02, eta: 3 days, 14:20:24, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5353, loss_cls: 7.9301, loss: 7.9301 2025-08-15 17:29:38,958 - pyskl - INFO - Epoch [71][5200/7492] lr: 2.725e-02, eta: 3 days, 14:19:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2587, top5_acc: 0.5072, loss_cls: 8.1005, loss: 8.1005 2025-08-15 17:30:31,366 - pyskl - INFO - Epoch [71][5300/7492] lr: 2.724e-02, eta: 3 days, 14:18:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5222, loss_cls: 8.0368, loss: 8.0368 2025-08-15 17:31:23,848 - pyskl - INFO - Epoch [71][5400/7492] lr: 2.724e-02, eta: 3 days, 14:17:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5200, loss_cls: 7.9800, loss: 7.9800 2025-08-15 17:32:16,240 - pyskl - INFO - Epoch [71][5500/7492] lr: 2.723e-02, eta: 3 days, 14:16:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2559, top5_acc: 0.5212, loss_cls: 8.0657, loss: 8.0657 2025-08-15 17:33:08,700 - pyskl - INFO - Epoch [71][5600/7492] lr: 2.722e-02, eta: 3 days, 14:16:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5162, loss_cls: 8.0701, loss: 8.0701 2025-08-15 17:34:01,382 - pyskl - INFO - Epoch [71][5700/7492] lr: 2.722e-02, eta: 3 days, 14:15:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5081, loss_cls: 8.0628, loss: 8.0628 2025-08-15 17:34:53,880 - pyskl - INFO - Epoch [71][5800/7492] lr: 2.721e-02, eta: 3 days, 14:14:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2612, top5_acc: 0.5019, loss_cls: 8.1045, loss: 8.1045 2025-08-15 17:35:46,523 - pyskl - INFO - Epoch [71][5900/7492] lr: 2.720e-02, eta: 3 days, 14:13:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2637, top5_acc: 0.5103, loss_cls: 8.0835, loss: 8.0835 2025-08-15 17:36:39,124 - pyskl - INFO - Epoch [71][6000/7492] lr: 2.720e-02, eta: 3 days, 14:12:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5350, loss_cls: 7.8853, loss: 7.8853 2025-08-15 17:37:31,736 - pyskl - INFO - Epoch [71][6100/7492] lr: 2.719e-02, eta: 3 days, 14:11:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5234, loss_cls: 7.9760, loss: 7.9760 2025-08-15 17:38:24,287 - pyskl - INFO - Epoch [71][6200/7492] lr: 2.718e-02, eta: 3 days, 14:10:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5256, loss_cls: 8.0859, loss: 8.0859 2025-08-15 17:39:16,566 - pyskl - INFO - Epoch [71][6300/7492] lr: 2.718e-02, eta: 3 days, 14:09:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2634, top5_acc: 0.5091, loss_cls: 8.0896, loss: 8.0896 2025-08-15 17:40:09,189 - pyskl - INFO - Epoch [71][6400/7492] lr: 2.717e-02, eta: 3 days, 14:09:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5178, loss_cls: 7.9980, loss: 7.9980 2025-08-15 17:41:01,820 - pyskl - INFO - Epoch [71][6500/7492] lr: 2.716e-02, eta: 3 days, 14:08:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5309, loss_cls: 7.9924, loss: 7.9924 2025-08-15 17:41:54,031 - pyskl - INFO - Epoch [71][6600/7492] lr: 2.715e-02, eta: 3 days, 14:07:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5153, loss_cls: 8.0396, loss: 8.0396 2025-08-15 17:42:46,767 - pyskl - INFO - Epoch [71][6700/7492] lr: 2.715e-02, eta: 3 days, 14:06:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2647, top5_acc: 0.5128, loss_cls: 8.0914, loss: 8.0914 2025-08-15 17:43:39,272 - pyskl - INFO - Epoch [71][6800/7492] lr: 2.714e-02, eta: 3 days, 14:05:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5303, loss_cls: 7.9767, loss: 7.9767 2025-08-15 17:44:31,780 - pyskl - INFO - Epoch [71][6900/7492] lr: 2.713e-02, eta: 3 days, 14:04:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5150, loss_cls: 8.0185, loss: 8.0185 2025-08-15 17:45:24,241 - pyskl - INFO - Epoch [71][7000/7492] lr: 2.713e-02, eta: 3 days, 14:03:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5044, loss_cls: 8.0569, loss: 8.0569 2025-08-15 17:46:16,877 - pyskl - INFO - Epoch [71][7100/7492] lr: 2.712e-02, eta: 3 days, 14:03:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5291, loss_cls: 8.0304, loss: 8.0304 2025-08-15 17:47:09,522 - pyskl - INFO - Epoch [71][7200/7492] lr: 2.711e-02, eta: 3 days, 14:02:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5244, loss_cls: 8.0575, loss: 8.0575 2025-08-15 17:48:02,100 - pyskl - INFO - Epoch [71][7300/7492] lr: 2.711e-02, eta: 3 days, 14:01:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5369, loss_cls: 7.9313, loss: 7.9313 2025-08-15 17:48:54,820 - pyskl - INFO - Epoch [71][7400/7492] lr: 2.710e-02, eta: 3 days, 14:00:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5366, loss_cls: 7.9626, loss: 7.9626 2025-08-15 17:49:43,970 - pyskl - INFO - Saving checkpoint at 71 epochs 2025-08-15 17:50:38,130 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 17:50:38,871 - pyskl - INFO - top1_acc 0.2061 top5_acc 0.4292 2025-08-15 17:50:38,871 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 17:50:38,912 - pyskl - INFO - mean_acc 0.2061 2025-08-15 17:50:38,936 - pyskl - INFO - Epoch(val) [71][617] top1_acc: 0.2061, top5_acc: 0.4292, mean_class_accuracy: 0.2061 2025-08-15 17:52:00,431 - pyskl - INFO - Epoch [72][100/7492] lr: 2.709e-02, eta: 3 days, 13:58:25, time: 0.815, data_time: 0.291, memory: 13026, top1_acc: 0.2928, top5_acc: 0.5456, loss_cls: 7.7664, loss: 7.7664 2025-08-15 17:52:52,669 - pyskl - INFO - Epoch [72][200/7492] lr: 2.708e-02, eta: 3 days, 13:57:33, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5422, loss_cls: 7.8960, loss: 7.8960 2025-08-15 17:53:44,714 - pyskl - INFO - Epoch [72][300/7492] lr: 2.707e-02, eta: 3 days, 13:56:40, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5231, loss_cls: 8.0305, loss: 8.0305 2025-08-15 17:54:36,678 - pyskl - INFO - Epoch [72][400/7492] lr: 2.706e-02, eta: 3 days, 13:55:48, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5316, loss_cls: 7.9857, loss: 7.9857 2025-08-15 17:55:28,836 - pyskl - INFO - Epoch [72][500/7492] lr: 2.706e-02, eta: 3 days, 13:54:55, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5347, loss_cls: 7.8845, loss: 7.8845 2025-08-15 17:56:21,836 - pyskl - INFO - Epoch [72][600/7492] lr: 2.705e-02, eta: 3 days, 13:54:04, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5300, loss_cls: 7.9391, loss: 7.9391 2025-08-15 17:57:14,260 - pyskl - INFO - Epoch [72][700/7492] lr: 2.704e-02, eta: 3 days, 13:53:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2775, top5_acc: 0.5363, loss_cls: 7.8853, loss: 7.8853 2025-08-15 17:58:06,159 - pyskl - INFO - Epoch [72][800/7492] lr: 2.704e-02, eta: 3 days, 13:52:19, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5306, loss_cls: 7.9244, loss: 7.9244 2025-08-15 17:58:58,585 - pyskl - INFO - Epoch [72][900/7492] lr: 2.703e-02, eta: 3 days, 13:51:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5219, loss_cls: 7.9674, loss: 7.9674 2025-08-15 17:59:50,953 - pyskl - INFO - Epoch [72][1000/7492] lr: 2.702e-02, eta: 3 days, 13:50:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5366, loss_cls: 7.9309, loss: 7.9309 2025-08-15 18:00:42,960 - pyskl - INFO - Epoch [72][1100/7492] lr: 2.702e-02, eta: 3 days, 13:49:42, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5363, loss_cls: 7.9504, loss: 7.9504 2025-08-15 18:01:35,632 - pyskl - INFO - Epoch [72][1200/7492] lr: 2.701e-02, eta: 3 days, 13:48:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5209, loss_cls: 7.8845, loss: 7.8845 2025-08-15 18:02:28,240 - pyskl - INFO - Epoch [72][1300/7492] lr: 2.700e-02, eta: 3 days, 13:47:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5303, loss_cls: 7.9326, loss: 7.9326 2025-08-15 18:03:20,795 - pyskl - INFO - Epoch [72][1400/7492] lr: 2.699e-02, eta: 3 days, 13:47:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5228, loss_cls: 7.9530, loss: 7.9530 2025-08-15 18:04:13,324 - pyskl - INFO - Epoch [72][1500/7492] lr: 2.699e-02, eta: 3 days, 13:46:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5191, loss_cls: 8.0529, loss: 8.0529 2025-08-15 18:05:05,974 - pyskl - INFO - Epoch [72][1600/7492] lr: 2.698e-02, eta: 3 days, 13:45:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5319, loss_cls: 7.8919, loss: 7.8919 2025-08-15 18:05:58,406 - pyskl - INFO - Epoch [72][1700/7492] lr: 2.697e-02, eta: 3 days, 13:44:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5238, loss_cls: 7.9531, loss: 7.9531 2025-08-15 18:06:50,998 - pyskl - INFO - Epoch [72][1800/7492] lr: 2.697e-02, eta: 3 days, 13:43:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5275, loss_cls: 7.9679, loss: 7.9679 2025-08-15 18:07:43,517 - pyskl - INFO - Epoch [72][1900/7492] lr: 2.696e-02, eta: 3 days, 13:42:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5247, loss_cls: 7.9396, loss: 7.9396 2025-08-15 18:08:36,096 - pyskl - INFO - Epoch [72][2000/7492] lr: 2.695e-02, eta: 3 days, 13:41:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2566, top5_acc: 0.5244, loss_cls: 8.0771, loss: 8.0771 2025-08-15 18:09:28,745 - pyskl - INFO - Epoch [72][2100/7492] lr: 2.695e-02, eta: 3 days, 13:41:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5144, loss_cls: 8.0177, loss: 8.0177 2025-08-15 18:10:21,157 - pyskl - INFO - Epoch [72][2200/7492] lr: 2.694e-02, eta: 3 days, 13:40:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5309, loss_cls: 7.9437, loss: 7.9437 2025-08-15 18:11:14,016 - pyskl - INFO - Epoch [72][2300/7492] lr: 2.693e-02, eta: 3 days, 13:39:18, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5363, loss_cls: 7.9256, loss: 7.9256 2025-08-15 18:12:06,699 - pyskl - INFO - Epoch [72][2400/7492] lr: 2.692e-02, eta: 3 days, 13:38:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 7.9330, loss: 7.9330 2025-08-15 18:12:59,187 - pyskl - INFO - Epoch [72][2500/7492] lr: 2.692e-02, eta: 3 days, 13:37:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5212, loss_cls: 7.9857, loss: 7.9857 2025-08-15 18:13:51,794 - pyskl - INFO - Epoch [72][2600/7492] lr: 2.691e-02, eta: 3 days, 13:36:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5216, loss_cls: 8.0095, loss: 8.0095 2025-08-15 18:14:44,336 - pyskl - INFO - Epoch [72][2700/7492] lr: 2.690e-02, eta: 3 days, 13:35:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5141, loss_cls: 8.1316, loss: 8.1316 2025-08-15 18:15:37,112 - pyskl - INFO - Epoch [72][2800/7492] lr: 2.690e-02, eta: 3 days, 13:34:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5238, loss_cls: 8.0460, loss: 8.0460 2025-08-15 18:16:29,437 - pyskl - INFO - Epoch [72][2900/7492] lr: 2.689e-02, eta: 3 days, 13:34:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5216, loss_cls: 8.0090, loss: 8.0090 2025-08-15 18:17:22,029 - pyskl - INFO - Epoch [72][3000/7492] lr: 2.688e-02, eta: 3 days, 13:33:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5300, loss_cls: 7.9167, loss: 7.9167 2025-08-15 18:18:14,582 - pyskl - INFO - Epoch [72][3100/7492] lr: 2.688e-02, eta: 3 days, 13:32:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5150, loss_cls: 8.0289, loss: 8.0289 2025-08-15 18:19:07,176 - pyskl - INFO - Epoch [72][3200/7492] lr: 2.687e-02, eta: 3 days, 13:31:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5178, loss_cls: 8.0757, loss: 8.0757 2025-08-15 18:19:59,787 - pyskl - INFO - Epoch [72][3300/7492] lr: 2.686e-02, eta: 3 days, 13:30:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5378, loss_cls: 7.9085, loss: 7.9085 2025-08-15 18:20:52,252 - pyskl - INFO - Epoch [72][3400/7492] lr: 2.686e-02, eta: 3 days, 13:29:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5303, loss_cls: 7.9517, loss: 7.9517 2025-08-15 18:21:44,746 - pyskl - INFO - Epoch [72][3500/7492] lr: 2.685e-02, eta: 3 days, 13:28:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5272, loss_cls: 8.0055, loss: 8.0055 2025-08-15 18:22:37,362 - pyskl - INFO - Epoch [72][3600/7492] lr: 2.684e-02, eta: 3 days, 13:28:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5269, loss_cls: 8.0063, loss: 8.0063 2025-08-15 18:23:29,905 - pyskl - INFO - Epoch [72][3700/7492] lr: 2.683e-02, eta: 3 days, 13:27:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2803, top5_acc: 0.5241, loss_cls: 8.0186, loss: 8.0186 2025-08-15 18:24:22,275 - pyskl - INFO - Epoch [72][3800/7492] lr: 2.683e-02, eta: 3 days, 13:26:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5188, loss_cls: 7.9336, loss: 7.9336 2025-08-15 18:25:14,456 - pyskl - INFO - Epoch [72][3900/7492] lr: 2.682e-02, eta: 3 days, 13:25:25, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5303, loss_cls: 7.9700, loss: 7.9700 2025-08-15 18:26:06,785 - pyskl - INFO - Epoch [72][4000/7492] lr: 2.681e-02, eta: 3 days, 13:24:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5250, loss_cls: 8.0105, loss: 8.0105 2025-08-15 18:26:59,110 - pyskl - INFO - Epoch [72][4100/7492] lr: 2.681e-02, eta: 3 days, 13:23:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5134, loss_cls: 8.0446, loss: 8.0446 2025-08-15 18:27:51,303 - pyskl - INFO - Epoch [72][4200/7492] lr: 2.680e-02, eta: 3 days, 13:22:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5191, loss_cls: 8.0692, loss: 8.0692 2025-08-15 18:28:43,810 - pyskl - INFO - Epoch [72][4300/7492] lr: 2.679e-02, eta: 3 days, 13:21:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5297, loss_cls: 7.9472, loss: 7.9472 2025-08-15 18:29:35,848 - pyskl - INFO - Epoch [72][4400/7492] lr: 2.679e-02, eta: 3 days, 13:21:03, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5166, loss_cls: 8.0038, loss: 8.0038 2025-08-15 18:30:28,232 - pyskl - INFO - Epoch [72][4500/7492] lr: 2.678e-02, eta: 3 days, 13:20:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5203, loss_cls: 7.9072, loss: 7.9072 2025-08-15 18:31:20,703 - pyskl - INFO - Epoch [72][4600/7492] lr: 2.677e-02, eta: 3 days, 13:19:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5309, loss_cls: 8.0423, loss: 8.0423 2025-08-15 18:32:13,080 - pyskl - INFO - Epoch [72][4700/7492] lr: 2.676e-02, eta: 3 days, 13:18:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5184, loss_cls: 8.0190, loss: 8.0190 2025-08-15 18:33:05,468 - pyskl - INFO - Epoch [72][4800/7492] lr: 2.676e-02, eta: 3 days, 13:17:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5203, loss_cls: 8.0428, loss: 8.0428 2025-08-15 18:33:57,908 - pyskl - INFO - Epoch [72][4900/7492] lr: 2.675e-02, eta: 3 days, 13:16:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5191, loss_cls: 7.9613, loss: 7.9613 2025-08-15 18:34:49,974 - pyskl - INFO - Epoch [72][5000/7492] lr: 2.674e-02, eta: 3 days, 13:15:50, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5212, loss_cls: 7.9353, loss: 7.9353 2025-08-15 18:35:42,289 - pyskl - INFO - Epoch [72][5100/7492] lr: 2.674e-02, eta: 3 days, 13:14:58, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5306, loss_cls: 8.0098, loss: 8.0098 2025-08-15 18:36:34,205 - pyskl - INFO - Epoch [72][5200/7492] lr: 2.673e-02, eta: 3 days, 13:14:05, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2769, top5_acc: 0.5281, loss_cls: 7.9516, loss: 7.9516 2025-08-15 18:37:26,295 - pyskl - INFO - Epoch [72][5300/7492] lr: 2.672e-02, eta: 3 days, 13:13:12, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5206, loss_cls: 7.9800, loss: 7.9800 2025-08-15 18:38:18,783 - pyskl - INFO - Epoch [72][5400/7492] lr: 2.672e-02, eta: 3 days, 13:12:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5350, loss_cls: 7.8816, loss: 7.8816 2025-08-15 18:39:11,110 - pyskl - INFO - Epoch [72][5500/7492] lr: 2.671e-02, eta: 3 days, 13:11:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5200, loss_cls: 8.0062, loss: 8.0062 2025-08-15 18:40:03,460 - pyskl - INFO - Epoch [72][5600/7492] lr: 2.670e-02, eta: 3 days, 13:10:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5138, loss_cls: 7.9503, loss: 7.9503 2025-08-15 18:40:56,603 - pyskl - INFO - Epoch [72][5700/7492] lr: 2.669e-02, eta: 3 days, 13:09:44, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5212, loss_cls: 7.8964, loss: 7.8964 2025-08-15 18:41:48,989 - pyskl - INFO - Epoch [72][5800/7492] lr: 2.669e-02, eta: 3 days, 13:08:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2528, top5_acc: 0.5041, loss_cls: 8.1114, loss: 8.1114 2025-08-15 18:42:41,406 - pyskl - INFO - Epoch [72][5900/7492] lr: 2.668e-02, eta: 3 days, 13:08:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2856, top5_acc: 0.5303, loss_cls: 7.9736, loss: 7.9736 2025-08-15 18:43:34,367 - pyskl - INFO - Epoch [72][6000/7492] lr: 2.667e-02, eta: 3 days, 13:07:08, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5294, loss_cls: 7.9853, loss: 7.9853 2025-08-15 18:44:27,142 - pyskl - INFO - Epoch [72][6100/7492] lr: 2.667e-02, eta: 3 days, 13:06:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5291, loss_cls: 7.9669, loss: 7.9669 2025-08-15 18:45:19,589 - pyskl - INFO - Epoch [72][6200/7492] lr: 2.666e-02, eta: 3 days, 13:05:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5259, loss_cls: 7.9927, loss: 7.9927 2025-08-15 18:46:12,209 - pyskl - INFO - Epoch [72][6300/7492] lr: 2.665e-02, eta: 3 days, 13:04:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5112, loss_cls: 7.9259, loss: 7.9259 2025-08-15 18:47:04,609 - pyskl - INFO - Epoch [72][6400/7492] lr: 2.665e-02, eta: 3 days, 13:03:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5334, loss_cls: 7.9107, loss: 7.9107 2025-08-15 18:47:57,222 - pyskl - INFO - Epoch [72][6500/7492] lr: 2.664e-02, eta: 3 days, 13:02:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5366, loss_cls: 7.9302, loss: 7.9302 2025-08-15 18:48:49,822 - pyskl - INFO - Epoch [72][6600/7492] lr: 2.663e-02, eta: 3 days, 13:01:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5281, loss_cls: 8.0120, loss: 8.0120 2025-08-15 18:49:42,586 - pyskl - INFO - Epoch [72][6700/7492] lr: 2.663e-02, eta: 3 days, 13:01:05, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5303, loss_cls: 7.9764, loss: 7.9764 2025-08-15 18:50:35,307 - pyskl - INFO - Epoch [72][6800/7492] lr: 2.662e-02, eta: 3 days, 13:00:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5178, loss_cls: 8.0643, loss: 8.0643 2025-08-15 18:51:27,938 - pyskl - INFO - Epoch [72][6900/7492] lr: 2.661e-02, eta: 3 days, 12:59:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5219, loss_cls: 8.0951, loss: 8.0951 2025-08-15 18:52:20,229 - pyskl - INFO - Epoch [72][7000/7492] lr: 2.660e-02, eta: 3 days, 12:58:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5275, loss_cls: 7.9134, loss: 7.9134 2025-08-15 18:53:12,576 - pyskl - INFO - Epoch [72][7100/7492] lr: 2.660e-02, eta: 3 days, 12:57:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5450, loss_cls: 7.8889, loss: 7.8889 2025-08-15 18:54:04,746 - pyskl - INFO - Epoch [72][7200/7492] lr: 2.659e-02, eta: 3 days, 12:56:44, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5284, loss_cls: 7.9421, loss: 7.9421 2025-08-15 18:54:57,030 - pyskl - INFO - Epoch [72][7300/7492] lr: 2.658e-02, eta: 3 days, 12:55:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5291, loss_cls: 8.0057, loss: 8.0057 2025-08-15 18:55:49,335 - pyskl - INFO - Epoch [72][7400/7492] lr: 2.658e-02, eta: 3 days, 12:54:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5359, loss_cls: 8.0261, loss: 8.0261 2025-08-15 18:56:38,175 - pyskl - INFO - Saving checkpoint at 72 epochs 2025-08-15 18:57:31,560 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 18:57:32,287 - pyskl - INFO - top1_acc 0.2251 top5_acc 0.4618 2025-08-15 18:57:32,287 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 18:57:32,329 - pyskl - INFO - mean_acc 0.2249 2025-08-15 18:57:32,391 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_64.pth was removed 2025-08-15 18:57:33,434 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_72.pth. 2025-08-15 18:57:33,435 - pyskl - INFO - Best top1_acc is 0.2251 at 72 epoch. 2025-08-15 18:57:33,446 - pyskl - INFO - Epoch(val) [72][617] top1_acc: 0.2251, top5_acc: 0.4618, mean_class_accuracy: 0.2249 2025-08-15 18:58:55,534 - pyskl - INFO - Epoch [73][100/7492] lr: 2.656e-02, eta: 3 days, 12:52:59, time: 0.821, data_time: 0.293, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5575, loss_cls: 7.9085, loss: 7.9085 2025-08-15 18:59:47,613 - pyskl - INFO - Epoch [73][200/7492] lr: 2.656e-02, eta: 3 days, 12:52:06, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5391, loss_cls: 7.9060, loss: 7.9060 2025-08-15 19:00:39,615 - pyskl - INFO - Epoch [73][300/7492] lr: 2.655e-02, eta: 3 days, 12:51:14, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5475, loss_cls: 7.8357, loss: 7.8357 2025-08-15 19:01:31,638 - pyskl - INFO - Epoch [73][400/7492] lr: 2.654e-02, eta: 3 days, 12:50:21, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5378, loss_cls: 7.8842, loss: 7.8842 2025-08-15 19:02:23,775 - pyskl - INFO - Epoch [73][500/7492] lr: 2.653e-02, eta: 3 days, 12:49:29, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5312, loss_cls: 7.9695, loss: 7.9695 2025-08-15 19:03:16,455 - pyskl - INFO - Epoch [73][600/7492] lr: 2.653e-02, eta: 3 days, 12:48:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5422, loss_cls: 7.8560, loss: 7.8560 2025-08-15 19:04:08,766 - pyskl - INFO - Epoch [73][700/7492] lr: 2.652e-02, eta: 3 days, 12:47:44, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2659, top5_acc: 0.5188, loss_cls: 7.9750, loss: 7.9750 2025-08-15 19:05:01,199 - pyskl - INFO - Epoch [73][800/7492] lr: 2.651e-02, eta: 3 days, 12:46:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5403, loss_cls: 7.7698, loss: 7.7698 2025-08-15 19:05:53,457 - pyskl - INFO - Epoch [73][900/7492] lr: 2.651e-02, eta: 3 days, 12:46:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5309, loss_cls: 7.9609, loss: 7.9609 2025-08-15 19:06:45,882 - pyskl - INFO - Epoch [73][1000/7492] lr: 2.650e-02, eta: 3 days, 12:45:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5394, loss_cls: 7.9411, loss: 7.9411 2025-08-15 19:07:38,135 - pyskl - INFO - Epoch [73][1100/7492] lr: 2.649e-02, eta: 3 days, 12:44:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5188, loss_cls: 7.9674, loss: 7.9674 2025-08-15 19:08:30,528 - pyskl - INFO - Epoch [73][1200/7492] lr: 2.649e-02, eta: 3 days, 12:43:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2769, top5_acc: 0.5247, loss_cls: 7.9538, loss: 7.9538 2025-08-15 19:09:23,152 - pyskl - INFO - Epoch [73][1300/7492] lr: 2.648e-02, eta: 3 days, 12:42:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2609, top5_acc: 0.5166, loss_cls: 8.0176, loss: 8.0176 2025-08-15 19:10:15,671 - pyskl - INFO - Epoch [73][1400/7492] lr: 2.647e-02, eta: 3 days, 12:41:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5250, loss_cls: 7.8764, loss: 7.8764 2025-08-15 19:11:08,179 - pyskl - INFO - Epoch [73][1500/7492] lr: 2.647e-02, eta: 3 days, 12:40:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5259, loss_cls: 7.9293, loss: 7.9293 2025-08-15 19:12:00,666 - pyskl - INFO - Epoch [73][1600/7492] lr: 2.646e-02, eta: 3 days, 12:39:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5406, loss_cls: 7.8769, loss: 7.8769 2025-08-15 19:12:52,988 - pyskl - INFO - Epoch [73][1700/7492] lr: 2.645e-02, eta: 3 days, 12:39:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5328, loss_cls: 7.9419, loss: 7.9419 2025-08-15 19:13:45,279 - pyskl - INFO - Epoch [73][1800/7492] lr: 2.644e-02, eta: 3 days, 12:38:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5359, loss_cls: 7.9413, loss: 7.9413 2025-08-15 19:14:37,726 - pyskl - INFO - Epoch [73][1900/7492] lr: 2.644e-02, eta: 3 days, 12:37:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5166, loss_cls: 7.9826, loss: 7.9826 2025-08-15 19:15:30,063 - pyskl - INFO - Epoch [73][2000/7492] lr: 2.643e-02, eta: 3 days, 12:36:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5159, loss_cls: 8.0426, loss: 8.0426 2025-08-15 19:16:22,854 - pyskl - INFO - Epoch [73][2100/7492] lr: 2.642e-02, eta: 3 days, 12:35:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5262, loss_cls: 7.9054, loss: 7.9054 2025-08-15 19:17:15,341 - pyskl - INFO - Epoch [73][2200/7492] lr: 2.642e-02, eta: 3 days, 12:34:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5231, loss_cls: 8.0063, loss: 8.0063 2025-08-15 19:18:07,738 - pyskl - INFO - Epoch [73][2300/7492] lr: 2.641e-02, eta: 3 days, 12:33:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5194, loss_cls: 7.9884, loss: 7.9884 2025-08-15 19:19:00,111 - pyskl - INFO - Epoch [73][2400/7492] lr: 2.640e-02, eta: 3 days, 12:32:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5250, loss_cls: 7.9379, loss: 7.9379 2025-08-15 19:19:52,490 - pyskl - INFO - Epoch [73][2500/7492] lr: 2.640e-02, eta: 3 days, 12:32:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5469, loss_cls: 7.8686, loss: 7.8686 2025-08-15 19:20:44,651 - pyskl - INFO - Epoch [73][2600/7492] lr: 2.639e-02, eta: 3 days, 12:31:13, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2625, top5_acc: 0.5181, loss_cls: 8.0107, loss: 8.0107 2025-08-15 19:21:36,953 - pyskl - INFO - Epoch [73][2700/7492] lr: 2.638e-02, eta: 3 days, 12:30:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5178, loss_cls: 8.0079, loss: 8.0079 2025-08-15 19:22:29,326 - pyskl - INFO - Epoch [73][2800/7492] lr: 2.637e-02, eta: 3 days, 12:29:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5319, loss_cls: 7.9606, loss: 7.9606 2025-08-15 19:23:21,810 - pyskl - INFO - Epoch [73][2900/7492] lr: 2.637e-02, eta: 3 days, 12:28:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5275, loss_cls: 7.9310, loss: 7.9310 2025-08-15 19:24:14,165 - pyskl - INFO - Epoch [73][3000/7492] lr: 2.636e-02, eta: 3 days, 12:27:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5303, loss_cls: 8.0041, loss: 8.0041 2025-08-15 19:25:06,313 - pyskl - INFO - Epoch [73][3100/7492] lr: 2.635e-02, eta: 3 days, 12:26:52, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5247, loss_cls: 7.9260, loss: 7.9260 2025-08-15 19:25:58,663 - pyskl - INFO - Epoch [73][3200/7492] lr: 2.635e-02, eta: 3 days, 12:25:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5281, loss_cls: 7.9639, loss: 7.9639 2025-08-15 19:26:51,074 - pyskl - INFO - Epoch [73][3300/7492] lr: 2.634e-02, eta: 3 days, 12:25:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5178, loss_cls: 7.9804, loss: 7.9804 2025-08-15 19:27:43,476 - pyskl - INFO - Epoch [73][3400/7492] lr: 2.633e-02, eta: 3 days, 12:24:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5428, loss_cls: 7.8828, loss: 7.8828 2025-08-15 19:28:36,190 - pyskl - INFO - Epoch [73][3500/7492] lr: 2.633e-02, eta: 3 days, 12:23:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5175, loss_cls: 8.0318, loss: 8.0318 2025-08-15 19:29:28,765 - pyskl - INFO - Epoch [73][3600/7492] lr: 2.632e-02, eta: 3 days, 12:22:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5528, loss_cls: 7.7787, loss: 7.7787 2025-08-15 19:30:21,458 - pyskl - INFO - Epoch [73][3700/7492] lr: 2.631e-02, eta: 3 days, 12:21:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5413, loss_cls: 7.9065, loss: 7.9065 2025-08-15 19:31:13,931 - pyskl - INFO - Epoch [73][3800/7492] lr: 2.630e-02, eta: 3 days, 12:20:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2653, top5_acc: 0.5034, loss_cls: 8.0938, loss: 8.0938 2025-08-15 19:32:06,419 - pyskl - INFO - Epoch [73][3900/7492] lr: 2.630e-02, eta: 3 days, 12:19:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2675, top5_acc: 0.5178, loss_cls: 7.9813, loss: 7.9813 2025-08-15 19:32:58,815 - pyskl - INFO - Epoch [73][4000/7492] lr: 2.629e-02, eta: 3 days, 12:19:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2553, top5_acc: 0.5188, loss_cls: 8.0306, loss: 8.0306 2025-08-15 19:33:51,444 - pyskl - INFO - Epoch [73][4100/7492] lr: 2.628e-02, eta: 3 days, 12:18:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5297, loss_cls: 7.9137, loss: 7.9137 2025-08-15 19:34:43,382 - pyskl - INFO - Epoch [73][4200/7492] lr: 2.628e-02, eta: 3 days, 12:17:18, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5288, loss_cls: 7.9656, loss: 7.9656 2025-08-15 19:35:36,049 - pyskl - INFO - Epoch [73][4300/7492] lr: 2.627e-02, eta: 3 days, 12:16:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2591, top5_acc: 0.5188, loss_cls: 8.0644, loss: 8.0644 2025-08-15 19:36:28,481 - pyskl - INFO - Epoch [73][4400/7492] lr: 2.626e-02, eta: 3 days, 12:15:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2947, top5_acc: 0.5297, loss_cls: 7.9452, loss: 7.9452 2025-08-15 19:37:20,850 - pyskl - INFO - Epoch [73][4500/7492] lr: 2.626e-02, eta: 3 days, 12:14:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5109, loss_cls: 8.0138, loss: 8.0138 2025-08-15 19:38:13,389 - pyskl - INFO - Epoch [73][4600/7492] lr: 2.625e-02, eta: 3 days, 12:13:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5253, loss_cls: 7.9469, loss: 7.9469 2025-08-15 19:39:05,931 - pyskl - INFO - Epoch [73][4700/7492] lr: 2.624e-02, eta: 3 days, 12:12:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5247, loss_cls: 7.9965, loss: 7.9965 2025-08-15 19:39:58,827 - pyskl - INFO - Epoch [73][4800/7492] lr: 2.623e-02, eta: 3 days, 12:12:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5241, loss_cls: 7.9856, loss: 7.9856 2025-08-15 19:40:51,470 - pyskl - INFO - Epoch [73][4900/7492] lr: 2.623e-02, eta: 3 days, 12:11:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5347, loss_cls: 7.9928, loss: 7.9928 2025-08-15 19:41:44,273 - pyskl - INFO - Epoch [73][5000/7492] lr: 2.622e-02, eta: 3 days, 12:10:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5272, loss_cls: 7.9494, loss: 7.9494 2025-08-15 19:42:36,860 - pyskl - INFO - Epoch [73][5100/7492] lr: 2.621e-02, eta: 3 days, 12:09:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5216, loss_cls: 7.9896, loss: 7.9896 2025-08-15 19:43:29,420 - pyskl - INFO - Epoch [73][5200/7492] lr: 2.621e-02, eta: 3 days, 12:08:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2691, top5_acc: 0.5253, loss_cls: 7.9883, loss: 7.9883 2025-08-15 19:44:21,950 - pyskl - INFO - Epoch [73][5300/7492] lr: 2.620e-02, eta: 3 days, 12:07:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5312, loss_cls: 7.9813, loss: 7.9813 2025-08-15 19:45:14,658 - pyskl - INFO - Epoch [73][5400/7492] lr: 2.619e-02, eta: 3 days, 12:06:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5194, loss_cls: 8.0071, loss: 8.0071 2025-08-15 19:46:07,158 - pyskl - INFO - Epoch [73][5500/7492] lr: 2.619e-02, eta: 3 days, 12:06:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5522, loss_cls: 7.8310, loss: 7.8310 2025-08-15 19:46:59,483 - pyskl - INFO - Epoch [73][5600/7492] lr: 2.618e-02, eta: 3 days, 12:05:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2584, top5_acc: 0.5088, loss_cls: 8.0603, loss: 8.0603 2025-08-15 19:47:51,811 - pyskl - INFO - Epoch [73][5700/7492] lr: 2.617e-02, eta: 3 days, 12:04:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2856, top5_acc: 0.5337, loss_cls: 7.9278, loss: 7.9278 2025-08-15 19:48:44,741 - pyskl - INFO - Epoch [73][5800/7492] lr: 2.617e-02, eta: 3 days, 12:03:26, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5188, loss_cls: 8.0115, loss: 8.0115 2025-08-15 19:49:37,434 - pyskl - INFO - Epoch [73][5900/7492] lr: 2.616e-02, eta: 3 days, 12:02:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5153, loss_cls: 8.0227, loss: 8.0227 2025-08-15 19:50:30,045 - pyskl - INFO - Epoch [73][6000/7492] lr: 2.615e-02, eta: 3 days, 12:01:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5319, loss_cls: 7.9134, loss: 7.9134 2025-08-15 19:51:22,576 - pyskl - INFO - Epoch [73][6100/7492] lr: 2.614e-02, eta: 3 days, 12:00:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5406, loss_cls: 7.8541, loss: 7.8541 2025-08-15 19:52:15,001 - pyskl - INFO - Epoch [73][6200/7492] lr: 2.614e-02, eta: 3 days, 11:59:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2969, top5_acc: 0.5463, loss_cls: 7.7849, loss: 7.7849 2025-08-15 19:53:07,468 - pyskl - INFO - Epoch [73][6300/7492] lr: 2.613e-02, eta: 3 days, 11:59:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5119, loss_cls: 8.1034, loss: 8.1034 2025-08-15 19:53:59,906 - pyskl - INFO - Epoch [73][6400/7492] lr: 2.612e-02, eta: 3 days, 11:58:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5184, loss_cls: 7.9765, loss: 7.9765 2025-08-15 19:54:52,493 - pyskl - INFO - Epoch [73][6500/7492] lr: 2.612e-02, eta: 3 days, 11:57:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5197, loss_cls: 7.9451, loss: 7.9451 2025-08-15 19:55:45,093 - pyskl - INFO - Epoch [73][6600/7492] lr: 2.611e-02, eta: 3 days, 11:56:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5350, loss_cls: 7.9642, loss: 7.9642 2025-08-15 19:56:37,549 - pyskl - INFO - Epoch [73][6700/7492] lr: 2.610e-02, eta: 3 days, 11:55:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5216, loss_cls: 8.0280, loss: 8.0280 2025-08-15 19:57:30,308 - pyskl - INFO - Epoch [73][6800/7492] lr: 2.610e-02, eta: 3 days, 11:54:46, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5316, loss_cls: 8.0183, loss: 8.0183 2025-08-15 19:58:22,779 - pyskl - INFO - Epoch [73][6900/7492] lr: 2.609e-02, eta: 3 days, 11:53:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5284, loss_cls: 7.9676, loss: 7.9676 2025-08-15 19:59:15,520 - pyskl - INFO - Epoch [73][7000/7492] lr: 2.608e-02, eta: 3 days, 11:53:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5288, loss_cls: 7.9826, loss: 7.9826 2025-08-15 20:00:07,936 - pyskl - INFO - Epoch [73][7100/7492] lr: 2.607e-02, eta: 3 days, 11:52:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5153, loss_cls: 8.0316, loss: 8.0316 2025-08-15 20:01:00,625 - pyskl - INFO - Epoch [73][7200/7492] lr: 2.607e-02, eta: 3 days, 11:51:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5269, loss_cls: 7.7809, loss: 7.7809 2025-08-15 20:01:53,200 - pyskl - INFO - Epoch [73][7300/7492] lr: 2.606e-02, eta: 3 days, 11:50:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5253, loss_cls: 8.0202, loss: 8.0202 2025-08-15 20:02:45,758 - pyskl - INFO - Epoch [73][7400/7492] lr: 2.605e-02, eta: 3 days, 11:49:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2769, top5_acc: 0.5203, loss_cls: 7.9451, loss: 7.9451 2025-08-15 20:03:34,942 - pyskl - INFO - Saving checkpoint at 73 epochs 2025-08-15 20:04:30,443 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 20:04:31,182 - pyskl - INFO - top1_acc 0.2286 top5_acc 0.4678 2025-08-15 20:04:31,182 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 20:04:31,223 - pyskl - INFO - mean_acc 0.2284 2025-08-15 20:04:31,294 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_72.pth was removed 2025-08-15 20:04:32,417 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_73.pth. 2025-08-15 20:04:32,418 - pyskl - INFO - Best top1_acc is 0.2286 at 73 epoch. 2025-08-15 20:04:32,435 - pyskl - INFO - Epoch(val) [73][617] top1_acc: 0.2286, top5_acc: 0.4678, mean_class_accuracy: 0.2284 2025-08-15 20:05:53,984 - pyskl - INFO - Epoch [74][100/7492] lr: 2.604e-02, eta: 3 days, 11:47:33, time: 0.815, data_time: 0.291, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5437, loss_cls: 7.8684, loss: 7.8684 2025-08-15 20:06:46,440 - pyskl - INFO - Epoch [74][200/7492] lr: 2.603e-02, eta: 3 days, 11:46:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5309, loss_cls: 7.9756, loss: 7.9756 2025-08-15 20:07:38,744 - pyskl - INFO - Epoch [74][300/7492] lr: 2.603e-02, eta: 3 days, 11:45:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5419, loss_cls: 7.9159, loss: 7.9159 2025-08-15 20:08:31,248 - pyskl - INFO - Epoch [74][400/7492] lr: 2.602e-02, eta: 3 days, 11:44:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5178, loss_cls: 8.0670, loss: 8.0670 2025-08-15 20:09:23,544 - pyskl - INFO - Epoch [74][500/7492] lr: 2.601e-02, eta: 3 days, 11:44:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5391, loss_cls: 7.9219, loss: 7.9219 2025-08-15 20:10:16,482 - pyskl - INFO - Epoch [74][600/7492] lr: 2.601e-02, eta: 3 days, 11:43:13, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5341, loss_cls: 7.8970, loss: 7.8970 2025-08-15 20:11:08,782 - pyskl - INFO - Epoch [74][700/7492] lr: 2.600e-02, eta: 3 days, 11:42:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5413, loss_cls: 7.8810, loss: 7.8810 2025-08-15 20:12:00,853 - pyskl - INFO - Epoch [74][800/7492] lr: 2.599e-02, eta: 3 days, 11:41:28, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5325, loss_cls: 7.8939, loss: 7.8939 2025-08-15 20:12:53,597 - pyskl - INFO - Epoch [74][900/7492] lr: 2.598e-02, eta: 3 days, 11:40:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5325, loss_cls: 7.8139, loss: 7.8139 2025-08-15 20:13:46,137 - pyskl - INFO - Epoch [74][1000/7492] lr: 2.598e-02, eta: 3 days, 11:39:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5369, loss_cls: 7.9348, loss: 7.9348 2025-08-15 20:14:38,814 - pyskl - INFO - Epoch [74][1100/7492] lr: 2.597e-02, eta: 3 days, 11:38:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5256, loss_cls: 7.9071, loss: 7.9071 2025-08-15 20:15:31,656 - pyskl - INFO - Epoch [74][1200/7492] lr: 2.596e-02, eta: 3 days, 11:38:01, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5434, loss_cls: 7.9271, loss: 7.9271 2025-08-15 20:16:24,355 - pyskl - INFO - Epoch [74][1300/7492] lr: 2.596e-02, eta: 3 days, 11:37:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2606, top5_acc: 0.5178, loss_cls: 7.9850, loss: 7.9850 2025-08-15 20:17:16,780 - pyskl - INFO - Epoch [74][1400/7492] lr: 2.595e-02, eta: 3 days, 11:36:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5238, loss_cls: 7.9362, loss: 7.9362 2025-08-15 20:18:09,297 - pyskl - INFO - Epoch [74][1500/7492] lr: 2.594e-02, eta: 3 days, 11:35:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5256, loss_cls: 7.9942, loss: 7.9942 2025-08-15 20:19:01,850 - pyskl - INFO - Epoch [74][1600/7492] lr: 2.594e-02, eta: 3 days, 11:34:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5416, loss_cls: 7.9963, loss: 7.9963 2025-08-15 20:19:54,260 - pyskl - INFO - Epoch [74][1700/7492] lr: 2.593e-02, eta: 3 days, 11:33:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5322, loss_cls: 7.8249, loss: 7.8249 2025-08-15 20:20:46,779 - pyskl - INFO - Epoch [74][1800/7492] lr: 2.592e-02, eta: 3 days, 11:32:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5381, loss_cls: 7.8868, loss: 7.8868 2025-08-15 20:21:39,274 - pyskl - INFO - Epoch [74][1900/7492] lr: 2.591e-02, eta: 3 days, 11:31:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5172, loss_cls: 8.0264, loss: 8.0264 2025-08-15 20:22:31,887 - pyskl - INFO - Epoch [74][2000/7492] lr: 2.591e-02, eta: 3 days, 11:31:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5413, loss_cls: 7.9218, loss: 7.9218 2025-08-15 20:23:24,440 - pyskl - INFO - Epoch [74][2100/7492] lr: 2.590e-02, eta: 3 days, 11:30:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5347, loss_cls: 7.9749, loss: 7.9749 2025-08-15 20:24:16,914 - pyskl - INFO - Epoch [74][2200/7492] lr: 2.589e-02, eta: 3 days, 11:29:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5212, loss_cls: 7.9867, loss: 7.9867 2025-08-15 20:25:09,555 - pyskl - INFO - Epoch [74][2300/7492] lr: 2.589e-02, eta: 3 days, 11:28:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5337, loss_cls: 7.9005, loss: 7.9005 2025-08-15 20:26:02,134 - pyskl - INFO - Epoch [74][2400/7492] lr: 2.588e-02, eta: 3 days, 11:27:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5262, loss_cls: 8.0064, loss: 8.0064 2025-08-15 20:26:54,888 - pyskl - INFO - Epoch [74][2500/7492] lr: 2.587e-02, eta: 3 days, 11:26:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5400, loss_cls: 7.9781, loss: 7.9781 2025-08-15 20:27:47,731 - pyskl - INFO - Epoch [74][2600/7492] lr: 2.587e-02, eta: 3 days, 11:25:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5228, loss_cls: 7.9977, loss: 7.9977 2025-08-15 20:28:40,091 - pyskl - INFO - Epoch [74][2700/7492] lr: 2.586e-02, eta: 3 days, 11:25:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5306, loss_cls: 7.9342, loss: 7.9342 2025-08-15 20:29:32,682 - pyskl - INFO - Epoch [74][2800/7492] lr: 2.585e-02, eta: 3 days, 11:24:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2619, top5_acc: 0.5206, loss_cls: 7.9890, loss: 7.9890 2025-08-15 20:30:25,186 - pyskl - INFO - Epoch [74][2900/7492] lr: 2.584e-02, eta: 3 days, 11:23:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5356, loss_cls: 7.9571, loss: 7.9571 2025-08-15 20:31:17,627 - pyskl - INFO - Epoch [74][3000/7492] lr: 2.584e-02, eta: 3 days, 11:22:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5422, loss_cls: 7.8940, loss: 7.8940 2025-08-15 20:32:10,402 - pyskl - INFO - Epoch [74][3100/7492] lr: 2.583e-02, eta: 3 days, 11:21:32, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5341, loss_cls: 7.8446, loss: 7.8446 2025-08-15 20:33:02,792 - pyskl - INFO - Epoch [74][3200/7492] lr: 2.582e-02, eta: 3 days, 11:20:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5344, loss_cls: 7.9632, loss: 7.9632 2025-08-15 20:33:55,242 - pyskl - INFO - Epoch [74][3300/7492] lr: 2.582e-02, eta: 3 days, 11:19:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5166, loss_cls: 7.9887, loss: 7.9887 2025-08-15 20:34:48,019 - pyskl - INFO - Epoch [74][3400/7492] lr: 2.581e-02, eta: 3 days, 11:18:56, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 7.8996, loss: 7.8996 2025-08-15 20:35:40,616 - pyskl - INFO - Epoch [74][3500/7492] lr: 2.580e-02, eta: 3 days, 11:18:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5219, loss_cls: 7.9930, loss: 7.9930 2025-08-15 20:36:33,380 - pyskl - INFO - Epoch [74][3600/7492] lr: 2.580e-02, eta: 3 days, 11:17:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5481, loss_cls: 7.8489, loss: 7.8489 2025-08-15 20:37:25,923 - pyskl - INFO - Epoch [74][3700/7492] lr: 2.579e-02, eta: 3 days, 11:16:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5325, loss_cls: 7.9334, loss: 7.9334 2025-08-15 20:38:18,169 - pyskl - INFO - Epoch [74][3800/7492] lr: 2.578e-02, eta: 3 days, 11:15:28, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5341, loss_cls: 7.8131, loss: 7.8131 2025-08-15 20:39:10,589 - pyskl - INFO - Epoch [74][3900/7492] lr: 2.577e-02, eta: 3 days, 11:14:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5300, loss_cls: 7.9059, loss: 7.9059 2025-08-15 20:40:02,981 - pyskl - INFO - Epoch [74][4000/7492] lr: 2.577e-02, eta: 3 days, 11:13:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5291, loss_cls: 7.8632, loss: 7.8632 2025-08-15 20:40:55,628 - pyskl - INFO - Epoch [74][4100/7492] lr: 2.576e-02, eta: 3 days, 11:12:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5300, loss_cls: 7.9125, loss: 7.9125 2025-08-15 20:41:48,452 - pyskl - INFO - Epoch [74][4200/7492] lr: 2.575e-02, eta: 3 days, 11:12:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5341, loss_cls: 7.9238, loss: 7.9238 2025-08-15 20:42:41,060 - pyskl - INFO - Epoch [74][4300/7492] lr: 2.575e-02, eta: 3 days, 11:11:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5391, loss_cls: 7.8819, loss: 7.8819 2025-08-15 20:43:33,566 - pyskl - INFO - Epoch [74][4400/7492] lr: 2.574e-02, eta: 3 days, 11:10:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2775, top5_acc: 0.5238, loss_cls: 7.9784, loss: 7.9784 2025-08-15 20:44:26,134 - pyskl - INFO - Epoch [74][4500/7492] lr: 2.573e-02, eta: 3 days, 11:09:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5384, loss_cls: 7.9485, loss: 7.9485 2025-08-15 20:45:18,721 - pyskl - INFO - Epoch [74][4600/7492] lr: 2.573e-02, eta: 3 days, 11:08:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5212, loss_cls: 8.0034, loss: 8.0034 2025-08-15 20:46:11,562 - pyskl - INFO - Epoch [74][4700/7492] lr: 2.572e-02, eta: 3 days, 11:07:40, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5259, loss_cls: 7.9536, loss: 7.9536 2025-08-15 20:47:04,429 - pyskl - INFO - Epoch [74][4800/7492] lr: 2.571e-02, eta: 3 days, 11:06:48, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5363, loss_cls: 7.9327, loss: 7.9327 2025-08-15 20:47:56,821 - pyskl - INFO - Epoch [74][4900/7492] lr: 2.570e-02, eta: 3 days, 11:05:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2650, top5_acc: 0.5206, loss_cls: 8.0246, loss: 8.0246 2025-08-15 20:48:49,259 - pyskl - INFO - Epoch [74][5000/7492] lr: 2.570e-02, eta: 3 days, 11:05:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2878, top5_acc: 0.5347, loss_cls: 7.9739, loss: 7.9739 2025-08-15 20:49:41,931 - pyskl - INFO - Epoch [74][5100/7492] lr: 2.569e-02, eta: 3 days, 11:04:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 7.9786, loss: 7.9786 2025-08-15 20:50:34,186 - pyskl - INFO - Epoch [74][5200/7492] lr: 2.568e-02, eta: 3 days, 11:03:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5288, loss_cls: 7.8908, loss: 7.8908 2025-08-15 20:51:27,050 - pyskl - INFO - Epoch [74][5300/7492] lr: 2.568e-02, eta: 3 days, 11:02:28, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5325, loss_cls: 7.9053, loss: 7.9053 2025-08-15 20:52:20,105 - pyskl - INFO - Epoch [74][5400/7492] lr: 2.567e-02, eta: 3 days, 11:01:36, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5381, loss_cls: 7.8991, loss: 7.8991 2025-08-15 20:53:12,620 - pyskl - INFO - Epoch [74][5500/7492] lr: 2.566e-02, eta: 3 days, 11:00:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5184, loss_cls: 7.9974, loss: 7.9974 2025-08-15 20:54:04,916 - pyskl - INFO - Epoch [74][5600/7492] lr: 2.566e-02, eta: 3 days, 10:59:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5259, loss_cls: 7.9489, loss: 7.9489 2025-08-15 20:54:57,739 - pyskl - INFO - Epoch [74][5700/7492] lr: 2.565e-02, eta: 3 days, 10:59:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5225, loss_cls: 7.9665, loss: 7.9665 2025-08-15 20:55:50,374 - pyskl - INFO - Epoch [74][5800/7492] lr: 2.564e-02, eta: 3 days, 10:58:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5397, loss_cls: 7.8685, loss: 7.8685 2025-08-15 20:56:43,073 - pyskl - INFO - Epoch [74][5900/7492] lr: 2.563e-02, eta: 3 days, 10:57:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5200, loss_cls: 7.8758, loss: 7.8758 2025-08-15 20:57:35,860 - pyskl - INFO - Epoch [74][6000/7492] lr: 2.563e-02, eta: 3 days, 10:56:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5244, loss_cls: 7.9238, loss: 7.9238 2025-08-15 20:58:28,401 - pyskl - INFO - Epoch [74][6100/7492] lr: 2.562e-02, eta: 3 days, 10:55:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5209, loss_cls: 7.9741, loss: 7.9741 2025-08-15 20:59:20,835 - pyskl - INFO - Epoch [74][6200/7492] lr: 2.561e-02, eta: 3 days, 10:54:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5191, loss_cls: 7.8708, loss: 7.8708 2025-08-15 21:00:13,604 - pyskl - INFO - Epoch [74][6300/7492] lr: 2.561e-02, eta: 3 days, 10:53:48, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5294, loss_cls: 7.9333, loss: 7.9333 2025-08-15 21:01:06,283 - pyskl - INFO - Epoch [74][6400/7492] lr: 2.560e-02, eta: 3 days, 10:52:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5325, loss_cls: 7.8780, loss: 7.8780 2025-08-15 21:01:58,861 - pyskl - INFO - Epoch [74][6500/7492] lr: 2.559e-02, eta: 3 days, 10:52:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5319, loss_cls: 7.9359, loss: 7.9359 2025-08-15 21:02:51,392 - pyskl - INFO - Epoch [74][6600/7492] lr: 2.559e-02, eta: 3 days, 10:51:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5309, loss_cls: 7.9342, loss: 7.9342 2025-08-15 21:03:44,067 - pyskl - INFO - Epoch [74][6700/7492] lr: 2.558e-02, eta: 3 days, 10:50:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5366, loss_cls: 7.9090, loss: 7.9090 2025-08-15 21:04:36,644 - pyskl - INFO - Epoch [74][6800/7492] lr: 2.557e-02, eta: 3 days, 10:49:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5291, loss_cls: 7.8665, loss: 7.8665 2025-08-15 21:05:29,242 - pyskl - INFO - Epoch [74][6900/7492] lr: 2.556e-02, eta: 3 days, 10:48:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5447, loss_cls: 7.8818, loss: 7.8818 2025-08-15 21:06:22,044 - pyskl - INFO - Epoch [74][7000/7492] lr: 2.556e-02, eta: 3 days, 10:47:45, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5294, loss_cls: 7.8993, loss: 7.8993 2025-08-15 21:07:14,705 - pyskl - INFO - Epoch [74][7100/7492] lr: 2.555e-02, eta: 3 days, 10:46:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5281, loss_cls: 7.8716, loss: 7.8716 2025-08-15 21:08:07,167 - pyskl - INFO - Epoch [74][7200/7492] lr: 2.554e-02, eta: 3 days, 10:46:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2662, top5_acc: 0.5197, loss_cls: 8.0507, loss: 8.0507 2025-08-15 21:08:59,744 - pyskl - INFO - Epoch [74][7300/7492] lr: 2.554e-02, eta: 3 days, 10:45:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2547, top5_acc: 0.5216, loss_cls: 8.0298, loss: 8.0298 2025-08-15 21:09:52,917 - pyskl - INFO - Epoch [74][7400/7492] lr: 2.553e-02, eta: 3 days, 10:44:17, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5316, loss_cls: 7.9532, loss: 7.9532 2025-08-15 21:10:42,473 - pyskl - INFO - Saving checkpoint at 74 epochs 2025-08-15 21:11:38,420 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 21:11:39,156 - pyskl - INFO - top1_acc 0.2376 top5_acc 0.4751 2025-08-15 21:11:39,156 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 21:11:39,200 - pyskl - INFO - mean_acc 0.2374 2025-08-15 21:11:39,268 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_73.pth was removed 2025-08-15 21:11:40,320 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_74.pth. 2025-08-15 21:11:40,322 - pyskl - INFO - Best top1_acc is 0.2376 at 74 epoch. 2025-08-15 21:11:40,340 - pyskl - INFO - Epoch(val) [74][617] top1_acc: 0.2376, top5_acc: 0.4751, mean_class_accuracy: 0.2374 2025-08-15 21:13:01,948 - pyskl - INFO - Epoch [75][100/7492] lr: 2.552e-02, eta: 3 days, 10:42:17, time: 0.816, data_time: 0.290, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5413, loss_cls: 7.8246, loss: 7.8246 2025-08-15 21:13:54,248 - pyskl - INFO - Epoch [75][200/7492] lr: 2.551e-02, eta: 3 days, 10:41:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5350, loss_cls: 7.9188, loss: 7.9188 2025-08-15 21:14:46,606 - pyskl - INFO - Epoch [75][300/7492] lr: 2.550e-02, eta: 3 days, 10:40:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5566, loss_cls: 7.7112, loss: 7.7112 2025-08-15 21:15:38,778 - pyskl - INFO - Epoch [75][400/7492] lr: 2.550e-02, eta: 3 days, 10:39:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5284, loss_cls: 7.9560, loss: 7.9560 2025-08-15 21:16:30,929 - pyskl - INFO - Epoch [75][500/7492] lr: 2.549e-02, eta: 3 days, 10:38:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5259, loss_cls: 7.9791, loss: 7.9791 2025-08-15 21:17:23,178 - pyskl - INFO - Epoch [75][600/7492] lr: 2.548e-02, eta: 3 days, 10:37:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2856, top5_acc: 0.5409, loss_cls: 7.8426, loss: 7.8426 2025-08-15 21:18:15,377 - pyskl - INFO - Epoch [75][700/7492] lr: 2.547e-02, eta: 3 days, 10:37:03, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2913, top5_acc: 0.5509, loss_cls: 7.7907, loss: 7.7907 2025-08-15 21:19:08,082 - pyskl - INFO - Epoch [75][800/7492] lr: 2.547e-02, eta: 3 days, 10:36:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5406, loss_cls: 7.8091, loss: 7.8091 2025-08-15 21:20:00,482 - pyskl - INFO - Epoch [75][900/7492] lr: 2.546e-02, eta: 3 days, 10:35:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2706, top5_acc: 0.5178, loss_cls: 8.0600, loss: 8.0600 2025-08-15 21:20:53,099 - pyskl - INFO - Epoch [75][1000/7492] lr: 2.545e-02, eta: 3 days, 10:34:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5409, loss_cls: 7.8518, loss: 7.8518 2025-08-15 21:21:45,407 - pyskl - INFO - Epoch [75][1100/7492] lr: 2.545e-02, eta: 3 days, 10:33:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5463, loss_cls: 7.9075, loss: 7.9075 2025-08-15 21:22:37,701 - pyskl - INFO - Epoch [75][1200/7492] lr: 2.544e-02, eta: 3 days, 10:32:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2878, top5_acc: 0.5331, loss_cls: 7.8588, loss: 7.8588 2025-08-15 21:23:30,054 - pyskl - INFO - Epoch [75][1300/7492] lr: 2.543e-02, eta: 3 days, 10:31:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5378, loss_cls: 7.8506, loss: 7.8506 2025-08-15 21:24:22,608 - pyskl - INFO - Epoch [75][1400/7492] lr: 2.543e-02, eta: 3 days, 10:30:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5303, loss_cls: 7.9773, loss: 7.9773 2025-08-15 21:25:14,929 - pyskl - INFO - Epoch [75][1500/7492] lr: 2.542e-02, eta: 3 days, 10:30:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2716, top5_acc: 0.5272, loss_cls: 7.9428, loss: 7.9428 2025-08-15 21:26:07,332 - pyskl - INFO - Epoch [75][1600/7492] lr: 2.541e-02, eta: 3 days, 10:29:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2944, top5_acc: 0.5463, loss_cls: 7.8138, loss: 7.8138 2025-08-15 21:26:59,495 - pyskl - INFO - Epoch [75][1700/7492] lr: 2.540e-02, eta: 3 days, 10:28:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2922, top5_acc: 0.5522, loss_cls: 7.8161, loss: 7.8161 2025-08-15 21:27:51,494 - pyskl - INFO - Epoch [75][1800/7492] lr: 2.540e-02, eta: 3 days, 10:27:29, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5275, loss_cls: 7.8973, loss: 7.8973 2025-08-15 21:28:44,074 - pyskl - INFO - Epoch [75][1900/7492] lr: 2.539e-02, eta: 3 days, 10:26:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5222, loss_cls: 7.9810, loss: 7.9810 2025-08-15 21:29:36,262 - pyskl - INFO - Epoch [75][2000/7492] lr: 2.538e-02, eta: 3 days, 10:25:44, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5306, loss_cls: 7.9748, loss: 7.9748 2025-08-15 21:30:28,346 - pyskl - INFO - Epoch [75][2100/7492] lr: 2.538e-02, eta: 3 days, 10:24:52, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5250, loss_cls: 7.8489, loss: 7.8489 2025-08-15 21:31:20,745 - pyskl - INFO - Epoch [75][2200/7492] lr: 2.537e-02, eta: 3 days, 10:24:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2822, top5_acc: 0.5316, loss_cls: 7.9053, loss: 7.9053 2025-08-15 21:32:13,016 - pyskl - INFO - Epoch [75][2300/7492] lr: 2.536e-02, eta: 3 days, 10:23:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2894, top5_acc: 0.5503, loss_cls: 7.7742, loss: 7.7742 2025-08-15 21:33:05,604 - pyskl - INFO - Epoch [75][2400/7492] lr: 2.536e-02, eta: 3 days, 10:22:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5403, loss_cls: 7.8618, loss: 7.8618 2025-08-15 21:33:57,924 - pyskl - INFO - Epoch [75][2500/7492] lr: 2.535e-02, eta: 3 days, 10:21:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5366, loss_cls: 7.9007, loss: 7.9007 2025-08-15 21:34:50,242 - pyskl - INFO - Epoch [75][2600/7492] lr: 2.534e-02, eta: 3 days, 10:20:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2834, top5_acc: 0.5378, loss_cls: 7.8281, loss: 7.8281 2025-08-15 21:35:42,513 - pyskl - INFO - Epoch [75][2700/7492] lr: 2.533e-02, eta: 3 days, 10:19:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2834, top5_acc: 0.5325, loss_cls: 7.9347, loss: 7.9347 2025-08-15 21:36:34,990 - pyskl - INFO - Epoch [75][2800/7492] lr: 2.533e-02, eta: 3 days, 10:18:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5400, loss_cls: 7.8813, loss: 7.8813 2025-08-15 21:37:27,113 - pyskl - INFO - Epoch [75][2900/7492] lr: 2.532e-02, eta: 3 days, 10:17:54, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5272, loss_cls: 7.9272, loss: 7.9272 2025-08-15 21:38:19,653 - pyskl - INFO - Epoch [75][3000/7492] lr: 2.531e-02, eta: 3 days, 10:17:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5353, loss_cls: 7.8175, loss: 7.8175 2025-08-15 21:39:11,864 - pyskl - INFO - Epoch [75][3100/7492] lr: 2.531e-02, eta: 3 days, 10:16:09, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2922, top5_acc: 0.5394, loss_cls: 7.8705, loss: 7.8705 2025-08-15 21:40:04,024 - pyskl - INFO - Epoch [75][3200/7492] lr: 2.530e-02, eta: 3 days, 10:15:17, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5319, loss_cls: 7.8952, loss: 7.8952 2025-08-15 21:40:56,585 - pyskl - INFO - Epoch [75][3300/7492] lr: 2.529e-02, eta: 3 days, 10:14:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5337, loss_cls: 7.9762, loss: 7.9762 2025-08-15 21:41:49,068 - pyskl - INFO - Epoch [75][3400/7492] lr: 2.529e-02, eta: 3 days, 10:13:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5347, loss_cls: 7.9478, loss: 7.9478 2025-08-15 21:42:41,507 - pyskl - INFO - Epoch [75][3500/7492] lr: 2.528e-02, eta: 3 days, 10:12:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5459, loss_cls: 7.8218, loss: 7.8218 2025-08-15 21:43:34,087 - pyskl - INFO - Epoch [75][3600/7492] lr: 2.527e-02, eta: 3 days, 10:11:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5134, loss_cls: 8.0484, loss: 8.0484 2025-08-15 21:44:26,778 - pyskl - INFO - Epoch [75][3700/7492] lr: 2.527e-02, eta: 3 days, 10:10:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5437, loss_cls: 7.8635, loss: 7.8635 2025-08-15 21:45:19,261 - pyskl - INFO - Epoch [75][3800/7492] lr: 2.526e-02, eta: 3 days, 10:10:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5203, loss_cls: 7.9778, loss: 7.9778 2025-08-15 21:46:11,853 - pyskl - INFO - Epoch [75][3900/7492] lr: 2.525e-02, eta: 3 days, 10:09:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5413, loss_cls: 7.8507, loss: 7.8507 2025-08-15 21:47:04,249 - pyskl - INFO - Epoch [75][4000/7492] lr: 2.524e-02, eta: 3 days, 10:08:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2694, top5_acc: 0.5372, loss_cls: 7.9037, loss: 7.9037 2025-08-15 21:47:56,792 - pyskl - INFO - Epoch [75][4100/7492] lr: 2.524e-02, eta: 3 days, 10:07:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5297, loss_cls: 7.9521, loss: 7.9521 2025-08-15 21:48:49,224 - pyskl - INFO - Epoch [75][4200/7492] lr: 2.523e-02, eta: 3 days, 10:06:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5397, loss_cls: 7.9204, loss: 7.9204 2025-08-15 21:49:41,296 - pyskl - INFO - Epoch [75][4300/7492] lr: 2.522e-02, eta: 3 days, 10:05:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5341, loss_cls: 7.8602, loss: 7.8602 2025-08-15 21:50:33,764 - pyskl - INFO - Epoch [75][4400/7492] lr: 2.522e-02, eta: 3 days, 10:04:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5162, loss_cls: 7.9669, loss: 7.9669 2025-08-15 21:51:26,319 - pyskl - INFO - Epoch [75][4500/7492] lr: 2.521e-02, eta: 3 days, 10:03:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2803, top5_acc: 0.5406, loss_cls: 7.8614, loss: 7.8614 2025-08-15 21:52:18,369 - pyskl - INFO - Epoch [75][4600/7492] lr: 2.520e-02, eta: 3 days, 10:03:07, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5203, loss_cls: 7.9479, loss: 7.9479 2025-08-15 21:53:11,006 - pyskl - INFO - Epoch [75][4700/7492] lr: 2.520e-02, eta: 3 days, 10:02:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5066, loss_cls: 8.0972, loss: 8.0972 2025-08-15 21:54:03,382 - pyskl - INFO - Epoch [75][4800/7492] lr: 2.519e-02, eta: 3 days, 10:01:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5284, loss_cls: 7.9528, loss: 7.9528 2025-08-15 21:54:55,684 - pyskl - INFO - Epoch [75][4900/7492] lr: 2.518e-02, eta: 3 days, 10:00:30, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5278, loss_cls: 7.9870, loss: 7.9870 2025-08-15 21:55:48,087 - pyskl - INFO - Epoch [75][5000/7492] lr: 2.517e-02, eta: 3 days, 9:59:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5125, loss_cls: 8.0228, loss: 8.0228 2025-08-15 21:56:40,031 - pyskl - INFO - Epoch [75][5100/7492] lr: 2.517e-02, eta: 3 days, 9:58:46, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2781, top5_acc: 0.5259, loss_cls: 7.9532, loss: 7.9532 2025-08-15 21:57:32,545 - pyskl - INFO - Epoch [75][5200/7492] lr: 2.516e-02, eta: 3 days, 9:57:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 7.9689, loss: 7.9689 2025-08-15 21:58:25,054 - pyskl - INFO - Epoch [75][5300/7492] lr: 2.515e-02, eta: 3 days, 9:57:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5378, loss_cls: 7.7623, loss: 7.7623 2025-08-15 21:59:17,434 - pyskl - INFO - Epoch [75][5400/7492] lr: 2.515e-02, eta: 3 days, 9:56:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5306, loss_cls: 7.9275, loss: 7.9275 2025-08-15 22:00:10,202 - pyskl - INFO - Epoch [75][5500/7492] lr: 2.514e-02, eta: 3 days, 9:55:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5422, loss_cls: 7.8878, loss: 7.8878 2025-08-15 22:01:03,111 - pyskl - INFO - Epoch [75][5600/7492] lr: 2.513e-02, eta: 3 days, 9:54:26, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5416, loss_cls: 7.8562, loss: 7.8562 2025-08-15 22:01:55,808 - pyskl - INFO - Epoch [75][5700/7492] lr: 2.513e-02, eta: 3 days, 9:53:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5222, loss_cls: 7.9733, loss: 7.9733 2025-08-15 22:02:48,499 - pyskl - INFO - Epoch [75][5800/7492] lr: 2.512e-02, eta: 3 days, 9:52:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5337, loss_cls: 7.8667, loss: 7.8667 2025-08-15 22:03:40,876 - pyskl - INFO - Epoch [75][5900/7492] lr: 2.511e-02, eta: 3 days, 9:51:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5225, loss_cls: 7.9664, loss: 7.9664 2025-08-15 22:04:33,326 - pyskl - INFO - Epoch [75][6000/7492] lr: 2.510e-02, eta: 3 days, 9:50:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5500, loss_cls: 7.8915, loss: 7.8915 2025-08-15 22:05:25,994 - pyskl - INFO - Epoch [75][6100/7492] lr: 2.510e-02, eta: 3 days, 9:50:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5331, loss_cls: 7.9193, loss: 7.9193 2025-08-15 22:06:18,405 - pyskl - INFO - Epoch [75][6200/7492] lr: 2.509e-02, eta: 3 days, 9:49:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2669, top5_acc: 0.5309, loss_cls: 7.8981, loss: 7.8981 2025-08-15 22:07:11,188 - pyskl - INFO - Epoch [75][6300/7492] lr: 2.508e-02, eta: 3 days, 9:48:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2684, top5_acc: 0.5266, loss_cls: 7.9377, loss: 7.9377 2025-08-15 22:08:03,729 - pyskl - INFO - Epoch [75][6400/7492] lr: 2.508e-02, eta: 3 days, 9:47:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5262, loss_cls: 8.0005, loss: 8.0005 2025-08-15 22:08:56,116 - pyskl - INFO - Epoch [75][6500/7492] lr: 2.507e-02, eta: 3 days, 9:46:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5319, loss_cls: 7.8926, loss: 7.8926 2025-08-15 22:09:48,513 - pyskl - INFO - Epoch [75][6600/7492] lr: 2.506e-02, eta: 3 days, 9:45:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5450, loss_cls: 7.8976, loss: 7.8976 2025-08-15 22:10:41,184 - pyskl - INFO - Epoch [75][6700/7492] lr: 2.506e-02, eta: 3 days, 9:44:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2631, top5_acc: 0.5200, loss_cls: 8.0097, loss: 8.0097 2025-08-15 22:11:33,618 - pyskl - INFO - Epoch [75][6800/7492] lr: 2.505e-02, eta: 3 days, 9:44:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5250, loss_cls: 7.9243, loss: 7.9243 2025-08-15 22:12:26,258 - pyskl - INFO - Epoch [75][6900/7492] lr: 2.504e-02, eta: 3 days, 9:43:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2616, top5_acc: 0.5116, loss_cls: 8.0665, loss: 8.0665 2025-08-15 22:13:18,563 - pyskl - INFO - Epoch [75][7000/7492] lr: 2.503e-02, eta: 3 days, 9:42:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5344, loss_cls: 7.9220, loss: 7.9220 2025-08-15 22:14:11,118 - pyskl - INFO - Epoch [75][7100/7492] lr: 2.503e-02, eta: 3 days, 9:41:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5175, loss_cls: 7.9563, loss: 7.9563 2025-08-15 22:15:03,587 - pyskl - INFO - Epoch [75][7200/7492] lr: 2.502e-02, eta: 3 days, 9:40:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5241, loss_cls: 7.9068, loss: 7.9068 2025-08-15 22:15:55,992 - pyskl - INFO - Epoch [75][7300/7492] lr: 2.501e-02, eta: 3 days, 9:39:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5344, loss_cls: 7.9506, loss: 7.9506 2025-08-15 22:16:48,432 - pyskl - INFO - Epoch [75][7400/7492] lr: 2.501e-02, eta: 3 days, 9:38:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5331, loss_cls: 7.9140, loss: 7.9140 2025-08-15 22:17:37,815 - pyskl - INFO - Saving checkpoint at 75 epochs 2025-08-15 22:18:32,112 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 22:18:32,851 - pyskl - INFO - top1_acc 0.2421 top5_acc 0.4833 2025-08-15 22:18:32,851 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 22:18:32,889 - pyskl - INFO - mean_acc 0.2420 2025-08-15 22:18:32,945 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_74.pth was removed 2025-08-15 22:18:33,967 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_75.pth. 2025-08-15 22:18:33,969 - pyskl - INFO - Best top1_acc is 0.2421 at 75 epoch. 2025-08-15 22:18:33,982 - pyskl - INFO - Epoch(val) [75][617] top1_acc: 0.2421, top5_acc: 0.4833, mean_class_accuracy: 0.2420 2025-08-15 22:19:56,683 - pyskl - INFO - Epoch [76][100/7492] lr: 2.499e-02, eta: 3 days, 9:36:50, time: 0.827, data_time: 0.296, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5450, loss_cls: 7.8589, loss: 7.8589 2025-08-15 22:20:48,986 - pyskl - INFO - Epoch [76][200/7492] lr: 2.499e-02, eta: 3 days, 9:35:58, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5337, loss_cls: 7.8921, loss: 7.8921 2025-08-15 22:21:41,539 - pyskl - INFO - Epoch [76][300/7492] lr: 2.498e-02, eta: 3 days, 9:35:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2947, top5_acc: 0.5422, loss_cls: 7.8728, loss: 7.8728 2025-08-15 22:22:34,099 - pyskl - INFO - Epoch [76][400/7492] lr: 2.497e-02, eta: 3 days, 9:34:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5375, loss_cls: 7.8191, loss: 7.8191 2025-08-15 22:23:26,376 - pyskl - INFO - Epoch [76][500/7492] lr: 2.497e-02, eta: 3 days, 9:33:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5291, loss_cls: 7.8754, loss: 7.8754 2025-08-15 22:24:18,889 - pyskl - INFO - Epoch [76][600/7492] lr: 2.496e-02, eta: 3 days, 9:32:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5300, loss_cls: 7.8783, loss: 7.8783 2025-08-15 22:25:11,713 - pyskl - INFO - Epoch [76][700/7492] lr: 2.495e-02, eta: 3 days, 9:31:37, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5481, loss_cls: 7.8626, loss: 7.8626 2025-08-15 22:26:04,542 - pyskl - INFO - Epoch [76][800/7492] lr: 2.494e-02, eta: 3 days, 9:30:46, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5406, loss_cls: 7.8362, loss: 7.8362 2025-08-15 22:26:57,198 - pyskl - INFO - Epoch [76][900/7492] lr: 2.494e-02, eta: 3 days, 9:29:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5359, loss_cls: 7.9498, loss: 7.9498 2025-08-15 22:27:49,891 - pyskl - INFO - Epoch [76][1000/7492] lr: 2.493e-02, eta: 3 days, 9:29:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2859, top5_acc: 0.5372, loss_cls: 7.9051, loss: 7.9051 2025-08-15 22:28:42,524 - pyskl - INFO - Epoch [76][1100/7492] lr: 2.492e-02, eta: 3 days, 9:28:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5434, loss_cls: 7.7813, loss: 7.7813 2025-08-15 22:29:35,247 - pyskl - INFO - Epoch [76][1200/7492] lr: 2.492e-02, eta: 3 days, 9:27:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2928, top5_acc: 0.5541, loss_cls: 7.8126, loss: 7.8126 2025-08-15 22:30:27,844 - pyskl - INFO - Epoch [76][1300/7492] lr: 2.491e-02, eta: 3 days, 9:26:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2928, top5_acc: 0.5425, loss_cls: 7.8165, loss: 7.8165 2025-08-15 22:31:20,598 - pyskl - INFO - Epoch [76][1400/7492] lr: 2.490e-02, eta: 3 days, 9:25:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2878, top5_acc: 0.5475, loss_cls: 7.8743, loss: 7.8743 2025-08-15 22:32:13,324 - pyskl - INFO - Epoch [76][1500/7492] lr: 2.490e-02, eta: 3 days, 9:24:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5322, loss_cls: 7.9723, loss: 7.9723 2025-08-15 22:33:05,939 - pyskl - INFO - Epoch [76][1600/7492] lr: 2.489e-02, eta: 3 days, 9:23:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2900, top5_acc: 0.5422, loss_cls: 7.9053, loss: 7.9053 2025-08-15 22:33:58,374 - pyskl - INFO - Epoch [76][1700/7492] lr: 2.488e-02, eta: 3 days, 9:22:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5403, loss_cls: 7.8647, loss: 7.8647 2025-08-15 22:34:51,256 - pyskl - INFO - Epoch [76][1800/7492] lr: 2.487e-02, eta: 3 days, 9:22:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5281, loss_cls: 8.0002, loss: 8.0002 2025-08-15 22:35:43,735 - pyskl - INFO - Epoch [76][1900/7492] lr: 2.487e-02, eta: 3 days, 9:21:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5353, loss_cls: 7.9095, loss: 7.9095 2025-08-15 22:36:36,312 - pyskl - INFO - Epoch [76][2000/7492] lr: 2.486e-02, eta: 3 days, 9:20:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5347, loss_cls: 7.8862, loss: 7.8862 2025-08-15 22:37:28,928 - pyskl - INFO - Epoch [76][2100/7492] lr: 2.485e-02, eta: 3 days, 9:19:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5350, loss_cls: 7.8726, loss: 7.8726 2025-08-15 22:38:21,421 - pyskl - INFO - Epoch [76][2200/7492] lr: 2.485e-02, eta: 3 days, 9:18:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2781, top5_acc: 0.5256, loss_cls: 7.9667, loss: 7.9667 2025-08-15 22:39:14,058 - pyskl - INFO - Epoch [76][2300/7492] lr: 2.484e-02, eta: 3 days, 9:17:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5369, loss_cls: 7.8756, loss: 7.8756 2025-08-15 22:40:06,423 - pyskl - INFO - Epoch [76][2400/7492] lr: 2.483e-02, eta: 3 days, 9:16:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2978, top5_acc: 0.5341, loss_cls: 7.8815, loss: 7.8815 2025-08-15 22:40:58,882 - pyskl - INFO - Epoch [76][2500/7492] lr: 2.483e-02, eta: 3 days, 9:16:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2725, top5_acc: 0.5203, loss_cls: 8.0127, loss: 8.0127 2025-08-15 22:41:51,737 - pyskl - INFO - Epoch [76][2600/7492] lr: 2.482e-02, eta: 3 days, 9:15:10, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2775, top5_acc: 0.5416, loss_cls: 7.8707, loss: 7.8707 2025-08-15 22:42:44,456 - pyskl - INFO - Epoch [76][2700/7492] lr: 2.481e-02, eta: 3 days, 9:14:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5256, loss_cls: 7.9164, loss: 7.9164 2025-08-15 22:43:37,372 - pyskl - INFO - Epoch [76][2800/7492] lr: 2.480e-02, eta: 3 days, 9:13:26, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5366, loss_cls: 7.8542, loss: 7.8542 2025-08-15 22:44:30,181 - pyskl - INFO - Epoch [76][2900/7492] lr: 2.480e-02, eta: 3 days, 9:12:35, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2666, top5_acc: 0.5206, loss_cls: 8.0175, loss: 8.0175 2025-08-15 22:45:22,471 - pyskl - INFO - Epoch [76][3000/7492] lr: 2.479e-02, eta: 3 days, 9:11:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5403, loss_cls: 7.8895, loss: 7.8895 2025-08-15 22:46:14,950 - pyskl - INFO - Epoch [76][3100/7492] lr: 2.478e-02, eta: 3 days, 9:10:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5359, loss_cls: 7.9475, loss: 7.9475 2025-08-15 22:47:07,669 - pyskl - INFO - Epoch [76][3200/7492] lr: 2.478e-02, eta: 3 days, 9:09:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5366, loss_cls: 7.9056, loss: 7.9056 2025-08-15 22:48:00,297 - pyskl - INFO - Epoch [76][3300/7492] lr: 2.477e-02, eta: 3 days, 9:09:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2934, top5_acc: 0.5297, loss_cls: 7.8688, loss: 7.8688 2025-08-15 22:48:53,015 - pyskl - INFO - Epoch [76][3400/7492] lr: 2.476e-02, eta: 3 days, 9:08:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5372, loss_cls: 7.9070, loss: 7.9070 2025-08-15 22:49:45,377 - pyskl - INFO - Epoch [76][3500/7492] lr: 2.476e-02, eta: 3 days, 9:07:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5466, loss_cls: 7.8358, loss: 7.8358 2025-08-15 22:50:37,853 - pyskl - INFO - Epoch [76][3600/7492] lr: 2.475e-02, eta: 3 days, 9:06:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5387, loss_cls: 7.9035, loss: 7.9035 2025-08-15 22:51:30,685 - pyskl - INFO - Epoch [76][3700/7492] lr: 2.474e-02, eta: 3 days, 9:05:38, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2834, top5_acc: 0.5281, loss_cls: 7.9562, loss: 7.9562 2025-08-15 22:52:23,376 - pyskl - INFO - Epoch [76][3800/7492] lr: 2.473e-02, eta: 3 days, 9:04:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5122, loss_cls: 8.0277, loss: 8.0277 2025-08-15 22:53:15,947 - pyskl - INFO - Epoch [76][3900/7492] lr: 2.473e-02, eta: 3 days, 9:03:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2803, top5_acc: 0.5309, loss_cls: 7.8821, loss: 7.8821 2025-08-15 22:54:08,404 - pyskl - INFO - Epoch [76][4000/7492] lr: 2.472e-02, eta: 3 days, 9:03:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5334, loss_cls: 7.9101, loss: 7.9101 2025-08-15 22:55:00,812 - pyskl - INFO - Epoch [76][4100/7492] lr: 2.471e-02, eta: 3 days, 9:02:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5366, loss_cls: 7.8116, loss: 7.8116 2025-08-15 22:55:53,380 - pyskl - INFO - Epoch [76][4200/7492] lr: 2.471e-02, eta: 3 days, 9:01:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5453, loss_cls: 7.8194, loss: 7.8194 2025-08-15 22:56:46,524 - pyskl - INFO - Epoch [76][4300/7492] lr: 2.470e-02, eta: 3 days, 9:00:27, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5291, loss_cls: 7.9016, loss: 7.9016 2025-08-15 22:57:38,996 - pyskl - INFO - Epoch [76][4400/7492] lr: 2.469e-02, eta: 3 days, 8:59:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2728, top5_acc: 0.5284, loss_cls: 7.9702, loss: 7.9702 2025-08-15 22:58:31,356 - pyskl - INFO - Epoch [76][4500/7492] lr: 2.469e-02, eta: 3 days, 8:58:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5247, loss_cls: 7.9497, loss: 7.9497 2025-08-15 22:59:23,757 - pyskl - INFO - Epoch [76][4600/7492] lr: 2.468e-02, eta: 3 days, 8:57:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5231, loss_cls: 7.9693, loss: 7.9693 2025-08-15 23:00:16,417 - pyskl - INFO - Epoch [76][4700/7492] lr: 2.467e-02, eta: 3 days, 8:56:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5534, loss_cls: 7.8025, loss: 7.8025 2025-08-15 23:01:09,127 - pyskl - INFO - Epoch [76][4800/7492] lr: 2.466e-02, eta: 3 days, 8:56:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5281, loss_cls: 7.9809, loss: 7.9809 2025-08-15 23:02:01,753 - pyskl - INFO - Epoch [76][4900/7492] lr: 2.466e-02, eta: 3 days, 8:55:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2859, top5_acc: 0.5428, loss_cls: 7.8430, loss: 7.8430 2025-08-15 23:02:54,183 - pyskl - INFO - Epoch [76][5000/7492] lr: 2.465e-02, eta: 3 days, 8:54:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 7.8646, loss: 7.8646 2025-08-15 23:03:46,890 - pyskl - INFO - Epoch [76][5100/7492] lr: 2.464e-02, eta: 3 days, 8:53:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5406, loss_cls: 7.9086, loss: 7.9086 2025-08-15 23:04:39,350 - pyskl - INFO - Epoch [76][5200/7492] lr: 2.464e-02, eta: 3 days, 8:52:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5394, loss_cls: 7.8258, loss: 7.8258 2025-08-15 23:05:32,278 - pyskl - INFO - Epoch [76][5300/7492] lr: 2.463e-02, eta: 3 days, 8:51:46, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2969, top5_acc: 0.5519, loss_cls: 7.8447, loss: 7.8447 2025-08-15 23:06:25,171 - pyskl - INFO - Epoch [76][5400/7492] lr: 2.462e-02, eta: 3 days, 8:50:55, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5200, loss_cls: 8.0396, loss: 8.0396 2025-08-15 23:07:17,720 - pyskl - INFO - Epoch [76][5500/7492] lr: 2.462e-02, eta: 3 days, 8:50:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2753, top5_acc: 0.5256, loss_cls: 7.9671, loss: 7.9671 2025-08-15 23:08:10,103 - pyskl - INFO - Epoch [76][5600/7492] lr: 2.461e-02, eta: 3 days, 8:49:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5397, loss_cls: 7.9004, loss: 7.9004 2025-08-15 23:09:02,596 - pyskl - INFO - Epoch [76][5700/7492] lr: 2.460e-02, eta: 3 days, 8:48:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5453, loss_cls: 7.8621, loss: 7.8621 2025-08-15 23:09:55,342 - pyskl - INFO - Epoch [76][5800/7492] lr: 2.459e-02, eta: 3 days, 8:47:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5259, loss_cls: 7.9311, loss: 7.9311 2025-08-15 23:10:48,105 - pyskl - INFO - Epoch [76][5900/7492] lr: 2.459e-02, eta: 3 days, 8:46:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2822, top5_acc: 0.5284, loss_cls: 7.9000, loss: 7.9000 2025-08-15 23:11:40,504 - pyskl - INFO - Epoch [76][6000/7492] lr: 2.458e-02, eta: 3 days, 8:45:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5463, loss_cls: 7.7990, loss: 7.7990 2025-08-15 23:12:33,017 - pyskl - INFO - Epoch [76][6100/7492] lr: 2.457e-02, eta: 3 days, 8:44:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5303, loss_cls: 7.9880, loss: 7.9880 2025-08-15 23:13:25,924 - pyskl - INFO - Epoch [76][6200/7492] lr: 2.457e-02, eta: 3 days, 8:43:58, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5422, loss_cls: 7.8506, loss: 7.8506 2025-08-15 23:14:18,415 - pyskl - INFO - Epoch [76][6300/7492] lr: 2.456e-02, eta: 3 days, 8:43:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5428, loss_cls: 7.9212, loss: 7.9212 2025-08-15 23:15:11,102 - pyskl - INFO - Epoch [76][6400/7492] lr: 2.455e-02, eta: 3 days, 8:42:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5344, loss_cls: 7.9112, loss: 7.9112 2025-08-15 23:16:03,719 - pyskl - INFO - Epoch [76][6500/7492] lr: 2.455e-02, eta: 3 days, 8:41:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5413, loss_cls: 7.9004, loss: 7.9004 2025-08-15 23:16:56,398 - pyskl - INFO - Epoch [76][6600/7492] lr: 2.454e-02, eta: 3 days, 8:40:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2678, top5_acc: 0.5247, loss_cls: 7.9646, loss: 7.9646 2025-08-15 23:17:48,773 - pyskl - INFO - Epoch [76][6700/7492] lr: 2.453e-02, eta: 3 days, 8:39:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5425, loss_cls: 7.9030, loss: 7.9030 2025-08-15 23:18:41,496 - pyskl - INFO - Epoch [76][6800/7492] lr: 2.452e-02, eta: 3 days, 8:38:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5516, loss_cls: 7.8028, loss: 7.8028 2025-08-15 23:19:33,975 - pyskl - INFO - Epoch [76][6900/7492] lr: 2.452e-02, eta: 3 days, 8:37:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5294, loss_cls: 7.9611, loss: 7.9611 2025-08-15 23:20:27,045 - pyskl - INFO - Epoch [76][7000/7492] lr: 2.451e-02, eta: 3 days, 8:37:03, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5303, loss_cls: 7.9455, loss: 7.9455 2025-08-15 23:21:19,563 - pyskl - INFO - Epoch [76][7100/7492] lr: 2.450e-02, eta: 3 days, 8:36:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2675, top5_acc: 0.5262, loss_cls: 7.9668, loss: 7.9668 2025-08-15 23:22:12,204 - pyskl - INFO - Epoch [76][7200/7492] lr: 2.450e-02, eta: 3 days, 8:35:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5306, loss_cls: 7.9171, loss: 7.9171 2025-08-15 23:23:04,507 - pyskl - INFO - Epoch [76][7300/7492] lr: 2.449e-02, eta: 3 days, 8:34:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5391, loss_cls: 7.8980, loss: 7.8980 2025-08-15 23:23:57,269 - pyskl - INFO - Epoch [76][7400/7492] lr: 2.448e-02, eta: 3 days, 8:33:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5119, loss_cls: 7.9554, loss: 7.9554 2025-08-15 23:24:46,591 - pyskl - INFO - Saving checkpoint at 76 epochs 2025-08-15 23:25:42,061 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-15 23:25:42,798 - pyskl - INFO - top1_acc 0.2421 top5_acc 0.4904 2025-08-15 23:25:42,798 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-15 23:25:42,843 - pyskl - INFO - mean_acc 0.2420 2025-08-15 23:25:42,855 - pyskl - INFO - Epoch(val) [76][617] top1_acc: 0.2421, top5_acc: 0.4904, mean_class_accuracy: 0.2420 2025-08-15 23:27:03,790 - pyskl - INFO - Epoch [77][100/7492] lr: 2.447e-02, eta: 3 days, 8:31:35, time: 0.809, data_time: 0.289, memory: 13026, top1_acc: 0.2900, top5_acc: 0.5516, loss_cls: 7.8178, loss: 7.8178 2025-08-15 23:27:55,807 - pyskl - INFO - Epoch [77][200/7492] lr: 2.446e-02, eta: 3 days, 8:30:42, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5397, loss_cls: 7.8049, loss: 7.8049 2025-08-15 23:28:47,768 - pyskl - INFO - Epoch [77][300/7492] lr: 2.446e-02, eta: 3 days, 8:29:50, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5500, loss_cls: 7.8283, loss: 7.8283 2025-08-15 23:29:39,942 - pyskl - INFO - Epoch [77][400/7492] lr: 2.445e-02, eta: 3 days, 8:28:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5663, loss_cls: 7.6904, loss: 7.6904 2025-08-15 23:30:32,269 - pyskl - INFO - Epoch [77][500/7492] lr: 2.444e-02, eta: 3 days, 8:28:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5369, loss_cls: 7.8140, loss: 7.8140 2025-08-15 23:31:24,686 - pyskl - INFO - Epoch [77][600/7492] lr: 2.443e-02, eta: 3 days, 8:27:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5413, loss_cls: 7.8645, loss: 7.8645 2025-08-15 23:32:17,178 - pyskl - INFO - Epoch [77][700/7492] lr: 2.443e-02, eta: 3 days, 8:26:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5441, loss_cls: 7.8104, loss: 7.8104 2025-08-15 23:33:09,952 - pyskl - INFO - Epoch [77][800/7492] lr: 2.442e-02, eta: 3 days, 8:25:29, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5375, loss_cls: 7.8873, loss: 7.8873 2025-08-15 23:34:02,488 - pyskl - INFO - Epoch [77][900/7492] lr: 2.441e-02, eta: 3 days, 8:24:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5481, loss_cls: 7.8452, loss: 7.8452 2025-08-15 23:34:55,135 - pyskl - INFO - Epoch [77][1000/7492] lr: 2.441e-02, eta: 3 days, 8:23:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2941, top5_acc: 0.5494, loss_cls: 7.8770, loss: 7.8770 2025-08-15 23:35:47,643 - pyskl - INFO - Epoch [77][1100/7492] lr: 2.440e-02, eta: 3 days, 8:22:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5363, loss_cls: 7.8607, loss: 7.8607 2025-08-15 23:36:40,230 - pyskl - INFO - Epoch [77][1200/7492] lr: 2.439e-02, eta: 3 days, 8:22:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5337, loss_cls: 7.9109, loss: 7.9109 2025-08-15 23:37:32,701 - pyskl - INFO - Epoch [77][1300/7492] lr: 2.439e-02, eta: 3 days, 8:21:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5487, loss_cls: 7.7574, loss: 7.7574 2025-08-15 23:38:25,258 - pyskl - INFO - Epoch [77][1400/7492] lr: 2.438e-02, eta: 3 days, 8:20:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5428, loss_cls: 7.8594, loss: 7.8594 2025-08-15 23:39:17,984 - pyskl - INFO - Epoch [77][1500/7492] lr: 2.437e-02, eta: 3 days, 8:19:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5437, loss_cls: 7.7985, loss: 7.7985 2025-08-15 23:40:10,438 - pyskl - INFO - Epoch [77][1600/7492] lr: 2.436e-02, eta: 3 days, 8:18:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5397, loss_cls: 7.8753, loss: 7.8753 2025-08-15 23:41:03,187 - pyskl - INFO - Epoch [77][1700/7492] lr: 2.436e-02, eta: 3 days, 8:17:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2941, top5_acc: 0.5419, loss_cls: 7.8081, loss: 7.8081 2025-08-15 23:41:55,860 - pyskl - INFO - Epoch [77][1800/7492] lr: 2.435e-02, eta: 3 days, 8:16:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5212, loss_cls: 7.9703, loss: 7.9703 2025-08-15 23:42:48,479 - pyskl - INFO - Epoch [77][1900/7492] lr: 2.434e-02, eta: 3 days, 8:15:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5406, loss_cls: 7.8071, loss: 7.8071 2025-08-15 23:43:40,916 - pyskl - INFO - Epoch [77][2000/7492] lr: 2.434e-02, eta: 3 days, 8:15:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5350, loss_cls: 7.8641, loss: 7.8641 2025-08-15 23:44:33,379 - pyskl - INFO - Epoch [77][2100/7492] lr: 2.433e-02, eta: 3 days, 8:14:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5275, loss_cls: 7.9762, loss: 7.9762 2025-08-15 23:45:25,970 - pyskl - INFO - Epoch [77][2200/7492] lr: 2.432e-02, eta: 3 days, 8:13:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2922, top5_acc: 0.5397, loss_cls: 7.8328, loss: 7.8328 2025-08-15 23:46:18,536 - pyskl - INFO - Epoch [77][2300/7492] lr: 2.432e-02, eta: 3 days, 8:12:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2737, top5_acc: 0.5397, loss_cls: 7.9082, loss: 7.9082 2025-08-15 23:47:11,199 - pyskl - INFO - Epoch [77][2400/7492] lr: 2.431e-02, eta: 3 days, 8:11:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2703, top5_acc: 0.5184, loss_cls: 8.0085, loss: 8.0085 2025-08-15 23:48:03,566 - pyskl - INFO - Epoch [77][2500/7492] lr: 2.430e-02, eta: 3 days, 8:10:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5297, loss_cls: 7.8757, loss: 7.8757 2025-08-15 23:48:56,161 - pyskl - INFO - Epoch [77][2600/7492] lr: 2.429e-02, eta: 3 days, 8:09:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2644, top5_acc: 0.5344, loss_cls: 7.8792, loss: 7.8792 2025-08-15 23:49:48,612 - pyskl - INFO - Epoch [77][2700/7492] lr: 2.429e-02, eta: 3 days, 8:09:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5441, loss_cls: 7.7823, loss: 7.7823 2025-08-15 23:50:41,014 - pyskl - INFO - Epoch [77][2800/7492] lr: 2.428e-02, eta: 3 days, 8:08:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5494, loss_cls: 7.8518, loss: 7.8518 2025-08-15 23:51:33,728 - pyskl - INFO - Epoch [77][2900/7492] lr: 2.427e-02, eta: 3 days, 8:07:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5369, loss_cls: 7.8453, loss: 7.8453 2025-08-15 23:52:26,140 - pyskl - INFO - Epoch [77][3000/7492] lr: 2.427e-02, eta: 3 days, 8:06:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5372, loss_cls: 7.8625, loss: 7.8625 2025-08-15 23:53:18,545 - pyskl - INFO - Epoch [77][3100/7492] lr: 2.426e-02, eta: 3 days, 8:05:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5400, loss_cls: 7.9699, loss: 7.9699 2025-08-15 23:54:10,900 - pyskl - INFO - Epoch [77][3200/7492] lr: 2.425e-02, eta: 3 days, 8:04:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5384, loss_cls: 7.8284, loss: 7.8284 2025-08-15 23:55:03,528 - pyskl - INFO - Epoch [77][3300/7492] lr: 2.425e-02, eta: 3 days, 8:03:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5281, loss_cls: 7.9510, loss: 7.9510 2025-08-15 23:55:56,083 - pyskl - INFO - Epoch [77][3400/7492] lr: 2.424e-02, eta: 3 days, 8:02:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2878, top5_acc: 0.5413, loss_cls: 7.8878, loss: 7.8878 2025-08-15 23:56:48,716 - pyskl - INFO - Epoch [77][3500/7492] lr: 2.423e-02, eta: 3 days, 8:02:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5278, loss_cls: 7.8767, loss: 7.8767 2025-08-15 23:57:41,335 - pyskl - INFO - Epoch [77][3600/7492] lr: 2.422e-02, eta: 3 days, 8:01:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5372, loss_cls: 7.8946, loss: 7.8946 2025-08-15 23:58:34,079 - pyskl - INFO - Epoch [77][3700/7492] lr: 2.422e-02, eta: 3 days, 8:00:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5419, loss_cls: 7.8284, loss: 7.8284 2025-08-15 23:59:26,873 - pyskl - INFO - Epoch [77][3800/7492] lr: 2.421e-02, eta: 3 days, 7:59:28, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2878, top5_acc: 0.5347, loss_cls: 7.8679, loss: 7.8679 2025-08-16 00:00:19,666 - pyskl - INFO - Epoch [77][3900/7492] lr: 2.420e-02, eta: 3 days, 7:58:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5325, loss_cls: 7.9669, loss: 7.9669 2025-08-16 00:01:12,954 - pyskl - INFO - Epoch [77][4000/7492] lr: 2.420e-02, eta: 3 days, 7:57:44, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5428, loss_cls: 7.8816, loss: 7.8816 2025-08-16 00:02:05,635 - pyskl - INFO - Epoch [77][4100/7492] lr: 2.419e-02, eta: 3 days, 7:56:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5291, loss_cls: 7.8479, loss: 7.8479 2025-08-16 00:02:58,168 - pyskl - INFO - Epoch [77][4200/7492] lr: 2.418e-02, eta: 3 days, 7:56:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2878, top5_acc: 0.5500, loss_cls: 7.7972, loss: 7.7972 2025-08-16 00:03:51,066 - pyskl - INFO - Epoch [77][4300/7492] lr: 2.418e-02, eta: 3 days, 7:55:09, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5294, loss_cls: 7.9194, loss: 7.9194 2025-08-16 00:04:43,868 - pyskl - INFO - Epoch [77][4400/7492] lr: 2.417e-02, eta: 3 days, 7:54:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5181, loss_cls: 7.9499, loss: 7.9499 2025-08-16 00:05:36,621 - pyskl - INFO - Epoch [77][4500/7492] lr: 2.416e-02, eta: 3 days, 7:53:25, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2769, top5_acc: 0.5394, loss_cls: 7.8334, loss: 7.8334 2025-08-16 00:06:29,420 - pyskl - INFO - Epoch [77][4600/7492] lr: 2.416e-02, eta: 3 days, 7:52:33, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5381, loss_cls: 7.8117, loss: 7.8117 2025-08-16 00:07:21,962 - pyskl - INFO - Epoch [77][4700/7492] lr: 2.415e-02, eta: 3 days, 7:51:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5344, loss_cls: 7.9151, loss: 7.9151 2025-08-16 00:08:14,605 - pyskl - INFO - Epoch [77][4800/7492] lr: 2.414e-02, eta: 3 days, 7:50:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5394, loss_cls: 7.9282, loss: 7.9282 2025-08-16 00:09:07,138 - pyskl - INFO - Epoch [77][4900/7492] lr: 2.413e-02, eta: 3 days, 7:49:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5369, loss_cls: 7.9186, loss: 7.9186 2025-08-16 00:09:59,854 - pyskl - INFO - Epoch [77][5000/7492] lr: 2.413e-02, eta: 3 days, 7:49:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5331, loss_cls: 7.8513, loss: 7.8513 2025-08-16 00:10:52,526 - pyskl - INFO - Epoch [77][5100/7492] lr: 2.412e-02, eta: 3 days, 7:48:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5387, loss_cls: 7.9236, loss: 7.9236 2025-08-16 00:11:45,125 - pyskl - INFO - Epoch [77][5200/7492] lr: 2.411e-02, eta: 3 days, 7:47:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2856, top5_acc: 0.5300, loss_cls: 7.8777, loss: 7.8777 2025-08-16 00:12:37,724 - pyskl - INFO - Epoch [77][5300/7492] lr: 2.411e-02, eta: 3 days, 7:46:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5400, loss_cls: 7.8221, loss: 7.8221 2025-08-16 00:13:30,348 - pyskl - INFO - Epoch [77][5400/7492] lr: 2.410e-02, eta: 3 days, 7:45:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5228, loss_cls: 7.9460, loss: 7.9460 2025-08-16 00:14:23,061 - pyskl - INFO - Epoch [77][5500/7492] lr: 2.409e-02, eta: 3 days, 7:44:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2894, top5_acc: 0.5359, loss_cls: 7.8772, loss: 7.8772 2025-08-16 00:15:16,260 - pyskl - INFO - Epoch [77][5600/7492] lr: 2.409e-02, eta: 3 days, 7:43:54, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 7.8724, loss: 7.8724 2025-08-16 00:16:09,099 - pyskl - INFO - Epoch [77][5700/7492] lr: 2.408e-02, eta: 3 days, 7:43:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5206, loss_cls: 7.9617, loss: 7.9617 2025-08-16 00:17:01,812 - pyskl - INFO - Epoch [77][5800/7492] lr: 2.407e-02, eta: 3 days, 7:42:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5378, loss_cls: 7.8449, loss: 7.8449 2025-08-16 00:17:54,488 - pyskl - INFO - Epoch [77][5900/7492] lr: 2.406e-02, eta: 3 days, 7:41:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5384, loss_cls: 7.8329, loss: 7.8329 2025-08-16 00:18:47,062 - pyskl - INFO - Epoch [77][6000/7492] lr: 2.406e-02, eta: 3 days, 7:40:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5341, loss_cls: 7.9966, loss: 7.9966 2025-08-16 00:19:39,581 - pyskl - INFO - Epoch [77][6100/7492] lr: 2.405e-02, eta: 3 days, 7:39:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5309, loss_cls: 7.8931, loss: 7.8931 2025-08-16 00:20:32,124 - pyskl - INFO - Epoch [77][6200/7492] lr: 2.404e-02, eta: 3 days, 7:38:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5312, loss_cls: 7.9782, loss: 7.9782 2025-08-16 00:21:24,713 - pyskl - INFO - Epoch [77][6300/7492] lr: 2.404e-02, eta: 3 days, 7:37:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2803, top5_acc: 0.5341, loss_cls: 7.9418, loss: 7.9418 2025-08-16 00:22:17,276 - pyskl - INFO - Epoch [77][6400/7492] lr: 2.403e-02, eta: 3 days, 7:36:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5387, loss_cls: 7.8951, loss: 7.8951 2025-08-16 00:23:09,997 - pyskl - INFO - Epoch [77][6500/7492] lr: 2.402e-02, eta: 3 days, 7:36:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5325, loss_cls: 7.8452, loss: 7.8452 2025-08-16 00:24:02,163 - pyskl - INFO - Epoch [77][6600/7492] lr: 2.402e-02, eta: 3 days, 7:35:14, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5247, loss_cls: 7.9310, loss: 7.9310 2025-08-16 00:24:54,600 - pyskl - INFO - Epoch [77][6700/7492] lr: 2.401e-02, eta: 3 days, 7:34:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2697, top5_acc: 0.5194, loss_cls: 7.9505, loss: 7.9505 2025-08-16 00:25:47,223 - pyskl - INFO - Epoch [77][6800/7492] lr: 2.400e-02, eta: 3 days, 7:33:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5194, loss_cls: 8.0080, loss: 8.0080 2025-08-16 00:26:39,490 - pyskl - INFO - Epoch [77][6900/7492] lr: 2.399e-02, eta: 3 days, 7:32:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2753, top5_acc: 0.5363, loss_cls: 7.9454, loss: 7.9454 2025-08-16 00:27:31,923 - pyskl - INFO - Epoch [77][7000/7492] lr: 2.399e-02, eta: 3 days, 7:31:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5291, loss_cls: 7.9058, loss: 7.9058 2025-08-16 00:28:24,374 - pyskl - INFO - Epoch [77][7100/7492] lr: 2.398e-02, eta: 3 days, 7:30:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2734, top5_acc: 0.5300, loss_cls: 7.9163, loss: 7.9163 2025-08-16 00:29:17,041 - pyskl - INFO - Epoch [77][7200/7492] lr: 2.397e-02, eta: 3 days, 7:30:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5522, loss_cls: 7.8144, loss: 7.8144 2025-08-16 00:30:09,398 - pyskl - INFO - Epoch [77][7300/7492] lr: 2.397e-02, eta: 3 days, 7:29:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5425, loss_cls: 7.9018, loss: 7.9018 2025-08-16 00:31:01,830 - pyskl - INFO - Epoch [77][7400/7492] lr: 2.396e-02, eta: 3 days, 7:28:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5241, loss_cls: 7.9447, loss: 7.9447 2025-08-16 00:31:51,306 - pyskl - INFO - Saving checkpoint at 77 epochs 2025-08-16 00:32:47,770 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 00:32:48,524 - pyskl - INFO - top1_acc 0.2395 top5_acc 0.4826 2025-08-16 00:32:48,524 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 00:32:48,566 - pyskl - INFO - mean_acc 0.2393 2025-08-16 00:32:48,579 - pyskl - INFO - Epoch(val) [77][617] top1_acc: 0.2395, top5_acc: 0.4826, mean_class_accuracy: 0.2393 2025-08-16 00:34:10,654 - pyskl - INFO - Epoch [78][100/7492] lr: 2.395e-02, eta: 3 days, 7:26:19, time: 0.821, data_time: 0.294, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5591, loss_cls: 7.7523, loss: 7.7523 2025-08-16 00:35:02,947 - pyskl - INFO - Epoch [78][200/7492] lr: 2.394e-02, eta: 3 days, 7:25:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5491, loss_cls: 7.8025, loss: 7.8025 2025-08-16 00:35:55,188 - pyskl - INFO - Epoch [78][300/7492] lr: 2.393e-02, eta: 3 days, 7:24:34, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5400, loss_cls: 7.8995, loss: 7.8995 2025-08-16 00:36:47,215 - pyskl - INFO - Epoch [78][400/7492] lr: 2.393e-02, eta: 3 days, 7:23:41, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5381, loss_cls: 7.8289, loss: 7.8289 2025-08-16 00:37:39,885 - pyskl - INFO - Epoch [78][500/7492] lr: 2.392e-02, eta: 3 days, 7:22:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5413, loss_cls: 7.8231, loss: 7.8231 2025-08-16 00:38:32,477 - pyskl - INFO - Epoch [78][600/7492] lr: 2.391e-02, eta: 3 days, 7:21:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2753, top5_acc: 0.5378, loss_cls: 7.8732, loss: 7.8732 2025-08-16 00:39:24,988 - pyskl - INFO - Epoch [78][700/7492] lr: 2.390e-02, eta: 3 days, 7:21:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5337, loss_cls: 7.8454, loss: 7.8454 2025-08-16 00:40:17,368 - pyskl - INFO - Epoch [78][800/7492] lr: 2.390e-02, eta: 3 days, 7:20:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2947, top5_acc: 0.5566, loss_cls: 7.8012, loss: 7.8012 2025-08-16 00:41:10,053 - pyskl - INFO - Epoch [78][900/7492] lr: 2.389e-02, eta: 3 days, 7:19:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5381, loss_cls: 7.9391, loss: 7.9391 2025-08-16 00:42:02,615 - pyskl - INFO - Epoch [78][1000/7492] lr: 2.388e-02, eta: 3 days, 7:18:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5316, loss_cls: 7.9172, loss: 7.9172 2025-08-16 00:42:54,882 - pyskl - INFO - Epoch [78][1100/7492] lr: 2.388e-02, eta: 3 days, 7:17:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2900, top5_acc: 0.5487, loss_cls: 7.8570, loss: 7.8570 2025-08-16 00:43:47,515 - pyskl - INFO - Epoch [78][1200/7492] lr: 2.387e-02, eta: 3 days, 7:16:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5384, loss_cls: 7.8897, loss: 7.8897 2025-08-16 00:44:39,882 - pyskl - INFO - Epoch [78][1300/7492] lr: 2.386e-02, eta: 3 days, 7:15:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2941, top5_acc: 0.5406, loss_cls: 7.8784, loss: 7.8784 2025-08-16 00:45:32,213 - pyskl - INFO - Epoch [78][1400/7492] lr: 2.386e-02, eta: 3 days, 7:15:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2700, top5_acc: 0.5306, loss_cls: 7.9447, loss: 7.9447 2025-08-16 00:46:24,828 - pyskl - INFO - Epoch [78][1500/7492] lr: 2.385e-02, eta: 3 days, 7:14:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5375, loss_cls: 7.7815, loss: 7.7815 2025-08-16 00:47:17,622 - pyskl - INFO - Epoch [78][1600/7492] lr: 2.384e-02, eta: 3 days, 7:13:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5597, loss_cls: 7.7340, loss: 7.7340 2025-08-16 00:48:10,324 - pyskl - INFO - Epoch [78][1700/7492] lr: 2.383e-02, eta: 3 days, 7:12:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2747, top5_acc: 0.5456, loss_cls: 7.9262, loss: 7.9262 2025-08-16 00:49:02,867 - pyskl - INFO - Epoch [78][1800/7492] lr: 2.383e-02, eta: 3 days, 7:11:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5341, loss_cls: 7.9437, loss: 7.9437 2025-08-16 00:49:55,442 - pyskl - INFO - Epoch [78][1900/7492] lr: 2.382e-02, eta: 3 days, 7:10:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5328, loss_cls: 7.9590, loss: 7.9590 2025-08-16 00:50:48,086 - pyskl - INFO - Epoch [78][2000/7492] lr: 2.381e-02, eta: 3 days, 7:09:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5475, loss_cls: 7.8166, loss: 7.8166 2025-08-16 00:51:40,728 - pyskl - INFO - Epoch [78][2100/7492] lr: 2.381e-02, eta: 3 days, 7:08:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5337, loss_cls: 7.8720, loss: 7.8720 2025-08-16 00:52:33,167 - pyskl - INFO - Epoch [78][2200/7492] lr: 2.380e-02, eta: 3 days, 7:08:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5525, loss_cls: 7.8007, loss: 7.8007 2025-08-16 00:53:25,592 - pyskl - INFO - Epoch [78][2300/7492] lr: 2.379e-02, eta: 3 days, 7:07:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5372, loss_cls: 7.9334, loss: 7.9334 2025-08-16 00:54:17,871 - pyskl - INFO - Epoch [78][2400/7492] lr: 2.379e-02, eta: 3 days, 7:06:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5378, loss_cls: 7.9094, loss: 7.9094 2025-08-16 00:55:10,413 - pyskl - INFO - Epoch [78][2500/7492] lr: 2.378e-02, eta: 3 days, 7:05:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5231, loss_cls: 7.9116, loss: 7.9116 2025-08-16 00:56:03,090 - pyskl - INFO - Epoch [78][2600/7492] lr: 2.377e-02, eta: 3 days, 7:04:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5444, loss_cls: 7.8108, loss: 7.8108 2025-08-16 00:56:55,762 - pyskl - INFO - Epoch [78][2700/7492] lr: 2.376e-02, eta: 3 days, 7:03:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5406, loss_cls: 7.9134, loss: 7.9134 2025-08-16 00:57:48,395 - pyskl - INFO - Epoch [78][2800/7492] lr: 2.376e-02, eta: 3 days, 7:02:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5503, loss_cls: 7.7826, loss: 7.7826 2025-08-16 00:58:41,071 - pyskl - INFO - Epoch [78][2900/7492] lr: 2.375e-02, eta: 3 days, 7:02:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5375, loss_cls: 7.8341, loss: 7.8341 2025-08-16 00:59:33,512 - pyskl - INFO - Epoch [78][3000/7492] lr: 2.374e-02, eta: 3 days, 7:01:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2906, top5_acc: 0.5509, loss_cls: 7.7789, loss: 7.7789 2025-08-16 01:00:26,120 - pyskl - INFO - Epoch [78][3100/7492] lr: 2.374e-02, eta: 3 days, 7:00:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5425, loss_cls: 7.9001, loss: 7.9001 2025-08-16 01:01:18,743 - pyskl - INFO - Epoch [78][3200/7492] lr: 2.373e-02, eta: 3 days, 6:59:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5259, loss_cls: 7.9464, loss: 7.9464 2025-08-16 01:02:11,221 - pyskl - INFO - Epoch [78][3300/7492] lr: 2.372e-02, eta: 3 days, 6:58:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5375, loss_cls: 7.8514, loss: 7.8514 2025-08-16 01:03:03,932 - pyskl - INFO - Epoch [78][3400/7492] lr: 2.372e-02, eta: 3 days, 6:57:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2672, top5_acc: 0.5175, loss_cls: 7.9819, loss: 7.9819 2025-08-16 01:03:56,414 - pyskl - INFO - Epoch [78][3500/7492] lr: 2.371e-02, eta: 3 days, 6:56:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2791, top5_acc: 0.5353, loss_cls: 7.8830, loss: 7.8830 2025-08-16 01:04:49,077 - pyskl - INFO - Epoch [78][3600/7492] lr: 2.370e-02, eta: 3 days, 6:55:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5422, loss_cls: 7.8019, loss: 7.8019 2025-08-16 01:05:41,609 - pyskl - INFO - Epoch [78][3700/7492] lr: 2.369e-02, eta: 3 days, 6:55:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5419, loss_cls: 7.8614, loss: 7.8614 2025-08-16 01:06:34,398 - pyskl - INFO - Epoch [78][3800/7492] lr: 2.369e-02, eta: 3 days, 6:54:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5475, loss_cls: 7.8234, loss: 7.8234 2025-08-16 01:07:27,123 - pyskl - INFO - Epoch [78][3900/7492] lr: 2.368e-02, eta: 3 days, 6:53:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2834, top5_acc: 0.5247, loss_cls: 7.9349, loss: 7.9349 2025-08-16 01:08:19,884 - pyskl - INFO - Epoch [78][4000/7492] lr: 2.367e-02, eta: 3 days, 6:52:28, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5269, loss_cls: 7.9269, loss: 7.9269 2025-08-16 01:09:12,586 - pyskl - INFO - Epoch [78][4100/7492] lr: 2.367e-02, eta: 3 days, 6:51:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2766, top5_acc: 0.5325, loss_cls: 7.9319, loss: 7.9319 2025-08-16 01:10:05,314 - pyskl - INFO - Epoch [78][4200/7492] lr: 2.366e-02, eta: 3 days, 6:50:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5487, loss_cls: 7.7599, loss: 7.7599 2025-08-16 01:10:57,923 - pyskl - INFO - Epoch [78][4300/7492] lr: 2.365e-02, eta: 3 days, 6:49:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5534, loss_cls: 7.7357, loss: 7.7357 2025-08-16 01:11:50,308 - pyskl - INFO - Epoch [78][4400/7492] lr: 2.365e-02, eta: 3 days, 6:49:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5381, loss_cls: 7.8834, loss: 7.8834 2025-08-16 01:12:42,645 - pyskl - INFO - Epoch [78][4500/7492] lr: 2.364e-02, eta: 3 days, 6:48:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5303, loss_cls: 7.8657, loss: 7.8657 2025-08-16 01:13:35,111 - pyskl - INFO - Epoch [78][4600/7492] lr: 2.363e-02, eta: 3 days, 6:47:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5369, loss_cls: 7.8172, loss: 7.8172 2025-08-16 01:14:27,506 - pyskl - INFO - Epoch [78][4700/7492] lr: 2.363e-02, eta: 3 days, 6:46:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5403, loss_cls: 7.8825, loss: 7.8825 2025-08-16 01:15:20,029 - pyskl - INFO - Epoch [78][4800/7492] lr: 2.362e-02, eta: 3 days, 6:45:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2894, top5_acc: 0.5478, loss_cls: 7.8673, loss: 7.8673 2025-08-16 01:16:12,705 - pyskl - INFO - Epoch [78][4900/7492] lr: 2.361e-02, eta: 3 days, 6:44:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5544, loss_cls: 7.8201, loss: 7.8201 2025-08-16 01:17:05,844 - pyskl - INFO - Epoch [78][5000/7492] lr: 2.360e-02, eta: 3 days, 6:43:48, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5316, loss_cls: 7.8961, loss: 7.8961 2025-08-16 01:17:58,305 - pyskl - INFO - Epoch [78][5100/7492] lr: 2.360e-02, eta: 3 days, 6:42:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5250, loss_cls: 7.9360, loss: 7.9360 2025-08-16 01:18:50,757 - pyskl - INFO - Epoch [78][5200/7492] lr: 2.359e-02, eta: 3 days, 6:42:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2900, top5_acc: 0.5541, loss_cls: 7.8011, loss: 7.8011 2025-08-16 01:19:43,287 - pyskl - INFO - Epoch [78][5300/7492] lr: 2.358e-02, eta: 3 days, 6:41:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2719, top5_acc: 0.5303, loss_cls: 7.8734, loss: 7.8734 2025-08-16 01:20:35,876 - pyskl - INFO - Epoch [78][5400/7492] lr: 2.358e-02, eta: 3 days, 6:40:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2781, top5_acc: 0.5391, loss_cls: 7.9135, loss: 7.9135 2025-08-16 01:21:28,249 - pyskl - INFO - Epoch [78][5500/7492] lr: 2.357e-02, eta: 3 days, 6:39:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5172, loss_cls: 8.0100, loss: 8.0100 2025-08-16 01:22:20,648 - pyskl - INFO - Epoch [78][5600/7492] lr: 2.356e-02, eta: 3 days, 6:38:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5459, loss_cls: 7.7525, loss: 7.7525 2025-08-16 01:23:13,142 - pyskl - INFO - Epoch [78][5700/7492] lr: 2.356e-02, eta: 3 days, 6:37:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5397, loss_cls: 7.8401, loss: 7.8401 2025-08-16 01:24:05,735 - pyskl - INFO - Epoch [78][5800/7492] lr: 2.355e-02, eta: 3 days, 6:36:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5466, loss_cls: 7.7635, loss: 7.7635 2025-08-16 01:24:58,056 - pyskl - INFO - Epoch [78][5900/7492] lr: 2.354e-02, eta: 3 days, 6:35:58, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5300, loss_cls: 7.9254, loss: 7.9254 2025-08-16 01:25:50,668 - pyskl - INFO - Epoch [78][6000/7492] lr: 2.353e-02, eta: 3 days, 6:35:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5375, loss_cls: 7.8171, loss: 7.8171 2025-08-16 01:26:43,166 - pyskl - INFO - Epoch [78][6100/7492] lr: 2.353e-02, eta: 3 days, 6:34:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5337, loss_cls: 7.8812, loss: 7.8812 2025-08-16 01:27:35,552 - pyskl - INFO - Epoch [78][6200/7492] lr: 2.352e-02, eta: 3 days, 6:33:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5272, loss_cls: 7.9322, loss: 7.9322 2025-08-16 01:28:28,532 - pyskl - INFO - Epoch [78][6300/7492] lr: 2.351e-02, eta: 3 days, 6:32:30, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2941, top5_acc: 0.5425, loss_cls: 7.7832, loss: 7.7832 2025-08-16 01:29:21,008 - pyskl - INFO - Epoch [78][6400/7492] lr: 2.351e-02, eta: 3 days, 6:31:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5447, loss_cls: 7.8020, loss: 7.8020 2025-08-16 01:30:13,240 - pyskl - INFO - Epoch [78][6500/7492] lr: 2.350e-02, eta: 3 days, 6:30:46, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2681, top5_acc: 0.5222, loss_cls: 8.0134, loss: 8.0134 2025-08-16 01:31:05,623 - pyskl - INFO - Epoch [78][6600/7492] lr: 2.349e-02, eta: 3 days, 6:29:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5353, loss_cls: 7.8591, loss: 7.8591 2025-08-16 01:31:57,931 - pyskl - INFO - Epoch [78][6700/7492] lr: 2.349e-02, eta: 3 days, 6:29:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5341, loss_cls: 7.9310, loss: 7.9310 2025-08-16 01:32:50,446 - pyskl - INFO - Epoch [78][6800/7492] lr: 2.348e-02, eta: 3 days, 6:28:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5294, loss_cls: 7.8766, loss: 7.8766 2025-08-16 01:33:42,803 - pyskl - INFO - Epoch [78][6900/7492] lr: 2.347e-02, eta: 3 days, 6:27:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5400, loss_cls: 7.8286, loss: 7.8286 2025-08-16 01:34:35,231 - pyskl - INFO - Epoch [78][7000/7492] lr: 2.346e-02, eta: 3 days, 6:26:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5350, loss_cls: 7.8410, loss: 7.8410 2025-08-16 01:35:27,967 - pyskl - INFO - Epoch [78][7100/7492] lr: 2.346e-02, eta: 3 days, 6:25:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 7.8064, loss: 7.8064 2025-08-16 01:36:20,524 - pyskl - INFO - Epoch [78][7200/7492] lr: 2.345e-02, eta: 3 days, 6:24:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5244, loss_cls: 7.9128, loss: 7.9128 2025-08-16 01:37:12,978 - pyskl - INFO - Epoch [78][7300/7492] lr: 2.344e-02, eta: 3 days, 6:23:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5556, loss_cls: 7.7775, loss: 7.7775 2025-08-16 01:38:05,317 - pyskl - INFO - Epoch [78][7400/7492] lr: 2.344e-02, eta: 3 days, 6:22:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5428, loss_cls: 7.7203, loss: 7.7203 2025-08-16 01:38:54,668 - pyskl - INFO - Saving checkpoint at 78 epochs 2025-08-16 01:39:49,161 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 01:39:49,890 - pyskl - INFO - top1_acc 0.2274 top5_acc 0.4636 2025-08-16 01:39:49,891 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 01:39:49,944 - pyskl - INFO - mean_acc 0.2273 2025-08-16 01:39:49,956 - pyskl - INFO - Epoch(val) [78][617] top1_acc: 0.2274, top5_acc: 0.4636, mean_class_accuracy: 0.2273 2025-08-16 01:41:10,816 - pyskl - INFO - Epoch [79][100/7492] lr: 2.342e-02, eta: 3 days, 6:20:58, time: 0.808, data_time: 0.288, memory: 13026, top1_acc: 0.3009, top5_acc: 0.5466, loss_cls: 7.7372, loss: 7.7372 2025-08-16 01:42:02,800 - pyskl - INFO - Epoch [79][200/7492] lr: 2.342e-02, eta: 3 days, 6:20:05, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.2822, top5_acc: 0.5416, loss_cls: 7.7671, loss: 7.7671 2025-08-16 01:42:54,851 - pyskl - INFO - Epoch [79][300/7492] lr: 2.341e-02, eta: 3 days, 6:19:13, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2947, top5_acc: 0.5581, loss_cls: 7.8020, loss: 7.8020 2025-08-16 01:43:47,207 - pyskl - INFO - Epoch [79][400/7492] lr: 2.340e-02, eta: 3 days, 6:18:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5572, loss_cls: 7.7699, loss: 7.7699 2025-08-16 01:44:39,681 - pyskl - INFO - Epoch [79][500/7492] lr: 2.340e-02, eta: 3 days, 6:17:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5541, loss_cls: 7.7210, loss: 7.7210 2025-08-16 01:45:32,327 - pyskl - INFO - Epoch [79][600/7492] lr: 2.339e-02, eta: 3 days, 6:16:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5497, loss_cls: 7.8242, loss: 7.8242 2025-08-16 01:46:25,065 - pyskl - INFO - Epoch [79][700/7492] lr: 2.338e-02, eta: 3 days, 6:15:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5431, loss_cls: 7.7588, loss: 7.7588 2025-08-16 01:47:17,734 - pyskl - INFO - Epoch [79][800/7492] lr: 2.337e-02, eta: 3 days, 6:14:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5472, loss_cls: 7.7980, loss: 7.7980 2025-08-16 01:48:10,313 - pyskl - INFO - Epoch [79][900/7492] lr: 2.337e-02, eta: 3 days, 6:14:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5447, loss_cls: 7.8222, loss: 7.8222 2025-08-16 01:49:02,669 - pyskl - INFO - Epoch [79][1000/7492] lr: 2.336e-02, eta: 3 days, 6:13:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2900, top5_acc: 0.5606, loss_cls: 7.7351, loss: 7.7351 2025-08-16 01:49:55,105 - pyskl - INFO - Epoch [79][1100/7492] lr: 2.335e-02, eta: 3 days, 6:12:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5384, loss_cls: 7.8301, loss: 7.8301 2025-08-16 01:50:47,724 - pyskl - INFO - Epoch [79][1200/7492] lr: 2.335e-02, eta: 3 days, 6:11:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5347, loss_cls: 7.8324, loss: 7.8324 2025-08-16 01:51:39,892 - pyskl - INFO - Epoch [79][1300/7492] lr: 2.334e-02, eta: 3 days, 6:10:32, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5497, loss_cls: 7.7245, loss: 7.7245 2025-08-16 01:52:32,431 - pyskl - INFO - Epoch [79][1400/7492] lr: 2.333e-02, eta: 3 days, 6:09:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5428, loss_cls: 7.7572, loss: 7.7572 2025-08-16 01:53:25,096 - pyskl - INFO - Epoch [79][1500/7492] lr: 2.333e-02, eta: 3 days, 6:08:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2859, top5_acc: 0.5297, loss_cls: 7.8855, loss: 7.8855 2025-08-16 01:54:17,899 - pyskl - INFO - Epoch [79][1600/7492] lr: 2.332e-02, eta: 3 days, 6:07:56, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5416, loss_cls: 7.8186, loss: 7.8186 2025-08-16 01:55:10,178 - pyskl - INFO - Epoch [79][1700/7492] lr: 2.331e-02, eta: 3 days, 6:07:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5312, loss_cls: 7.8261, loss: 7.8261 2025-08-16 01:56:02,653 - pyskl - INFO - Epoch [79][1800/7492] lr: 2.330e-02, eta: 3 days, 6:06:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5444, loss_cls: 7.8292, loss: 7.8292 2025-08-16 01:56:55,294 - pyskl - INFO - Epoch [79][1900/7492] lr: 2.330e-02, eta: 3 days, 6:05:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2834, top5_acc: 0.5363, loss_cls: 7.9027, loss: 7.9027 2025-08-16 01:57:47,805 - pyskl - INFO - Epoch [79][2000/7492] lr: 2.329e-02, eta: 3 days, 6:04:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5413, loss_cls: 7.8563, loss: 7.8563 2025-08-16 01:58:40,036 - pyskl - INFO - Epoch [79][2100/7492] lr: 2.328e-02, eta: 3 days, 6:03:35, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5481, loss_cls: 7.8245, loss: 7.8245 2025-08-16 01:59:32,641 - pyskl - INFO - Epoch [79][2200/7492] lr: 2.328e-02, eta: 3 days, 6:02:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5494, loss_cls: 7.7840, loss: 7.7840 2025-08-16 02:00:24,963 - pyskl - INFO - Epoch [79][2300/7492] lr: 2.327e-02, eta: 3 days, 6:01:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5509, loss_cls: 7.8161, loss: 7.8161 2025-08-16 02:01:17,399 - pyskl - INFO - Epoch [79][2400/7492] lr: 2.326e-02, eta: 3 days, 6:00:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5272, loss_cls: 7.9432, loss: 7.9432 2025-08-16 02:02:09,960 - pyskl - INFO - Epoch [79][2500/7492] lr: 2.326e-02, eta: 3 days, 6:00:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5397, loss_cls: 7.8694, loss: 7.8694 2025-08-16 02:03:02,485 - pyskl - INFO - Epoch [79][2600/7492] lr: 2.325e-02, eta: 3 days, 5:59:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2772, top5_acc: 0.5400, loss_cls: 7.8140, loss: 7.8140 2025-08-16 02:03:55,235 - pyskl - INFO - Epoch [79][2700/7492] lr: 2.324e-02, eta: 3 days, 5:58:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5341, loss_cls: 7.9610, loss: 7.9610 2025-08-16 02:04:48,006 - pyskl - INFO - Epoch [79][2800/7492] lr: 2.324e-02, eta: 3 days, 5:57:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2906, top5_acc: 0.5359, loss_cls: 7.7775, loss: 7.7775 2025-08-16 02:05:40,280 - pyskl - INFO - Epoch [79][2900/7492] lr: 2.323e-02, eta: 3 days, 5:56:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5472, loss_cls: 7.9156, loss: 7.9156 2025-08-16 02:06:32,803 - pyskl - INFO - Epoch [79][3000/7492] lr: 2.322e-02, eta: 3 days, 5:55:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2709, top5_acc: 0.5275, loss_cls: 7.9985, loss: 7.9985 2025-08-16 02:07:25,435 - pyskl - INFO - Epoch [79][3100/7492] lr: 2.321e-02, eta: 3 days, 5:54:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5238, loss_cls: 8.0007, loss: 8.0007 2025-08-16 02:08:17,598 - pyskl - INFO - Epoch [79][3200/7492] lr: 2.321e-02, eta: 3 days, 5:54:01, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5556, loss_cls: 7.8623, loss: 7.8623 2025-08-16 02:09:10,033 - pyskl - INFO - Epoch [79][3300/7492] lr: 2.320e-02, eta: 3 days, 5:53:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5463, loss_cls: 7.8070, loss: 7.8070 2025-08-16 02:10:02,395 - pyskl - INFO - Epoch [79][3400/7492] lr: 2.319e-02, eta: 3 days, 5:52:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2859, top5_acc: 0.5387, loss_cls: 7.8310, loss: 7.8310 2025-08-16 02:10:54,946 - pyskl - INFO - Epoch [79][3500/7492] lr: 2.319e-02, eta: 3 days, 5:51:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5466, loss_cls: 7.8384, loss: 7.8384 2025-08-16 02:11:47,254 - pyskl - INFO - Epoch [79][3600/7492] lr: 2.318e-02, eta: 3 days, 5:50:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2922, top5_acc: 0.5403, loss_cls: 7.8022, loss: 7.8022 2025-08-16 02:12:39,639 - pyskl - INFO - Epoch [79][3700/7492] lr: 2.317e-02, eta: 3 days, 5:49:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3000, top5_acc: 0.5387, loss_cls: 7.8721, loss: 7.8721 2025-08-16 02:13:32,074 - pyskl - INFO - Epoch [79][3800/7492] lr: 2.317e-02, eta: 3 days, 5:48:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5344, loss_cls: 7.8671, loss: 7.8671 2025-08-16 02:14:24,590 - pyskl - INFO - Epoch [79][3900/7492] lr: 2.316e-02, eta: 3 days, 5:47:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5544, loss_cls: 7.8391, loss: 7.8391 2025-08-16 02:15:17,028 - pyskl - INFO - Epoch [79][4000/7492] lr: 2.315e-02, eta: 3 days, 5:47:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5353, loss_cls: 7.9032, loss: 7.9032 2025-08-16 02:16:09,362 - pyskl - INFO - Epoch [79][4100/7492] lr: 2.314e-02, eta: 3 days, 5:46:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5384, loss_cls: 7.8744, loss: 7.8744 2025-08-16 02:17:01,739 - pyskl - INFO - Epoch [79][4200/7492] lr: 2.314e-02, eta: 3 days, 5:45:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2784, top5_acc: 0.5200, loss_cls: 7.9839, loss: 7.9839 2025-08-16 02:17:53,944 - pyskl - INFO - Epoch [79][4300/7492] lr: 2.313e-02, eta: 3 days, 5:44:27, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2969, top5_acc: 0.5403, loss_cls: 7.8129, loss: 7.8129 2025-08-16 02:18:46,099 - pyskl - INFO - Epoch [79][4400/7492] lr: 2.312e-02, eta: 3 days, 5:43:35, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2828, top5_acc: 0.5303, loss_cls: 7.8966, loss: 7.8966 2025-08-16 02:19:38,454 - pyskl - INFO - Epoch [79][4500/7492] lr: 2.312e-02, eta: 3 days, 5:42:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2762, top5_acc: 0.5203, loss_cls: 8.0098, loss: 8.0098 2025-08-16 02:20:30,611 - pyskl - INFO - Epoch [79][4600/7492] lr: 2.311e-02, eta: 3 days, 5:41:50, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5494, loss_cls: 7.7710, loss: 7.7710 2025-08-16 02:21:23,043 - pyskl - INFO - Epoch [79][4700/7492] lr: 2.310e-02, eta: 3 days, 5:40:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5491, loss_cls: 7.8082, loss: 7.8082 2025-08-16 02:22:15,909 - pyskl - INFO - Epoch [79][4800/7492] lr: 2.310e-02, eta: 3 days, 5:40:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5578, loss_cls: 7.8328, loss: 7.8328 2025-08-16 02:23:08,763 - pyskl - INFO - Epoch [79][4900/7492] lr: 2.309e-02, eta: 3 days, 5:39:14, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5475, loss_cls: 7.8531, loss: 7.8531 2025-08-16 02:24:01,541 - pyskl - INFO - Epoch [79][5000/7492] lr: 2.308e-02, eta: 3 days, 5:38:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5425, loss_cls: 7.7663, loss: 7.7663 2025-08-16 02:24:53,953 - pyskl - INFO - Epoch [79][5100/7492] lr: 2.307e-02, eta: 3 days, 5:37:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2913, top5_acc: 0.5384, loss_cls: 7.9060, loss: 7.9060 2025-08-16 02:25:46,654 - pyskl - INFO - Epoch [79][5200/7492] lr: 2.307e-02, eta: 3 days, 5:36:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2922, top5_acc: 0.5403, loss_cls: 7.8904, loss: 7.8904 2025-08-16 02:26:39,244 - pyskl - INFO - Epoch [79][5300/7492] lr: 2.306e-02, eta: 3 days, 5:35:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5306, loss_cls: 7.8441, loss: 7.8441 2025-08-16 02:27:31,927 - pyskl - INFO - Epoch [79][5400/7492] lr: 2.305e-02, eta: 3 days, 5:34:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5744, loss_cls: 7.7463, loss: 7.7463 2025-08-16 02:28:24,457 - pyskl - INFO - Epoch [79][5500/7492] lr: 2.305e-02, eta: 3 days, 5:34:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5269, loss_cls: 7.9233, loss: 7.9233 2025-08-16 02:29:17,074 - pyskl - INFO - Epoch [79][5600/7492] lr: 2.304e-02, eta: 3 days, 5:33:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5509, loss_cls: 7.7024, loss: 7.7024 2025-08-16 02:30:09,136 - pyskl - INFO - Epoch [79][5700/7492] lr: 2.303e-02, eta: 3 days, 5:32:18, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2906, top5_acc: 0.5547, loss_cls: 7.7758, loss: 7.7758 2025-08-16 02:31:01,705 - pyskl - INFO - Epoch [79][5800/7492] lr: 2.303e-02, eta: 3 days, 5:31:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5294, loss_cls: 7.9187, loss: 7.9187 2025-08-16 02:31:54,004 - pyskl - INFO - Epoch [79][5900/7492] lr: 2.302e-02, eta: 3 days, 5:30:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2894, top5_acc: 0.5463, loss_cls: 7.7636, loss: 7.7636 2025-08-16 02:32:46,532 - pyskl - INFO - Epoch [79][6000/7492] lr: 2.301e-02, eta: 3 days, 5:29:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2906, top5_acc: 0.5403, loss_cls: 7.9042, loss: 7.9042 2025-08-16 02:33:39,128 - pyskl - INFO - Epoch [79][6100/7492] lr: 2.301e-02, eta: 3 days, 5:28:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5528, loss_cls: 7.8270, loss: 7.8270 2025-08-16 02:34:31,521 - pyskl - INFO - Epoch [79][6200/7492] lr: 2.300e-02, eta: 3 days, 5:27:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5231, loss_cls: 7.9924, loss: 7.9924 2025-08-16 02:35:23,954 - pyskl - INFO - Epoch [79][6300/7492] lr: 2.299e-02, eta: 3 days, 5:27:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5375, loss_cls: 7.8502, loss: 7.8502 2025-08-16 02:36:16,485 - pyskl - INFO - Epoch [79][6400/7492] lr: 2.298e-02, eta: 3 days, 5:26:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5500, loss_cls: 7.7486, loss: 7.7486 2025-08-16 02:37:09,030 - pyskl - INFO - Epoch [79][6500/7492] lr: 2.298e-02, eta: 3 days, 5:25:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5441, loss_cls: 7.7890, loss: 7.7890 2025-08-16 02:38:01,477 - pyskl - INFO - Epoch [79][6600/7492] lr: 2.297e-02, eta: 3 days, 5:24:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5481, loss_cls: 7.7930, loss: 7.7930 2025-08-16 02:38:53,842 - pyskl - INFO - Epoch [79][6700/7492] lr: 2.296e-02, eta: 3 days, 5:23:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5450, loss_cls: 7.8041, loss: 7.8041 2025-08-16 02:39:46,064 - pyskl - INFO - Epoch [79][6800/7492] lr: 2.296e-02, eta: 3 days, 5:22:44, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5284, loss_cls: 7.9073, loss: 7.9073 2025-08-16 02:40:38,369 - pyskl - INFO - Epoch [79][6900/7492] lr: 2.295e-02, eta: 3 days, 5:21:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2978, top5_acc: 0.5475, loss_cls: 7.7810, loss: 7.7810 2025-08-16 02:41:30,817 - pyskl - INFO - Epoch [79][7000/7492] lr: 2.294e-02, eta: 3 days, 5:20:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5475, loss_cls: 7.8152, loss: 7.8152 2025-08-16 02:42:23,346 - pyskl - INFO - Epoch [79][7100/7492] lr: 2.294e-02, eta: 3 days, 5:20:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5375, loss_cls: 7.7848, loss: 7.7848 2025-08-16 02:43:15,721 - pyskl - INFO - Epoch [79][7200/7492] lr: 2.293e-02, eta: 3 days, 5:19:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5300, loss_cls: 7.9695, loss: 7.9695 2025-08-16 02:44:08,027 - pyskl - INFO - Epoch [79][7300/7492] lr: 2.292e-02, eta: 3 days, 5:18:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 7.7961, loss: 7.7961 2025-08-16 02:45:00,220 - pyskl - INFO - Epoch [79][7400/7492] lr: 2.291e-02, eta: 3 days, 5:17:30, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5416, loss_cls: 7.9039, loss: 7.9039 2025-08-16 02:45:49,653 - pyskl - INFO - Saving checkpoint at 79 epochs 2025-08-16 02:46:46,244 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 02:46:46,985 - pyskl - INFO - top1_acc 0.2455 top5_acc 0.4904 2025-08-16 02:46:46,985 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 02:46:47,028 - pyskl - INFO - mean_acc 0.2455 2025-08-16 02:46:47,093 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_75.pth was removed 2025-08-16 02:46:48,145 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_79.pth. 2025-08-16 02:46:48,146 - pyskl - INFO - Best top1_acc is 0.2455 at 79 epoch. 2025-08-16 02:46:48,160 - pyskl - INFO - Epoch(val) [79][617] top1_acc: 0.2455, top5_acc: 0.4904, mean_class_accuracy: 0.2455 2025-08-16 02:48:09,878 - pyskl - INFO - Epoch [80][100/7492] lr: 2.290e-02, eta: 3 days, 5:15:33, time: 0.817, data_time: 0.292, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5597, loss_cls: 7.6405, loss: 7.6405 2025-08-16 02:49:02,164 - pyskl - INFO - Epoch [80][200/7492] lr: 2.289e-02, eta: 3 days, 5:14:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5513, loss_cls: 7.8537, loss: 7.8537 2025-08-16 02:49:54,557 - pyskl - INFO - Epoch [80][300/7492] lr: 2.289e-02, eta: 3 days, 5:13:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5484, loss_cls: 7.8494, loss: 7.8494 2025-08-16 02:50:47,315 - pyskl - INFO - Epoch [80][400/7492] lr: 2.288e-02, eta: 3 days, 5:12:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3019, top5_acc: 0.5503, loss_cls: 7.7056, loss: 7.7056 2025-08-16 02:51:40,061 - pyskl - INFO - Epoch [80][500/7492] lr: 2.287e-02, eta: 3 days, 5:12:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5394, loss_cls: 7.8285, loss: 7.8285 2025-08-16 02:52:33,109 - pyskl - INFO - Epoch [80][600/7492] lr: 2.287e-02, eta: 3 days, 5:11:13, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5397, loss_cls: 7.8583, loss: 7.8583 2025-08-16 02:53:25,793 - pyskl - INFO - Epoch [80][700/7492] lr: 2.286e-02, eta: 3 days, 5:10:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2794, top5_acc: 0.5441, loss_cls: 7.7738, loss: 7.7738 2025-08-16 02:54:18,636 - pyskl - INFO - Epoch [80][800/7492] lr: 2.285e-02, eta: 3 days, 5:09:29, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5606, loss_cls: 7.7735, loss: 7.7735 2025-08-16 02:55:11,377 - pyskl - INFO - Epoch [80][900/7492] lr: 2.285e-02, eta: 3 days, 5:08:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2991, top5_acc: 0.5500, loss_cls: 7.8977, loss: 7.8977 2025-08-16 02:56:04,092 - pyskl - INFO - Epoch [80][1000/7492] lr: 2.284e-02, eta: 3 days, 5:07:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2894, top5_acc: 0.5537, loss_cls: 7.8012, loss: 7.8012 2025-08-16 02:56:56,581 - pyskl - INFO - Epoch [80][1100/7492] lr: 2.283e-02, eta: 3 days, 5:06:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5419, loss_cls: 7.8021, loss: 7.8021 2025-08-16 02:57:49,354 - pyskl - INFO - Epoch [80][1200/7492] lr: 2.282e-02, eta: 3 days, 5:06:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2750, top5_acc: 0.5241, loss_cls: 7.9178, loss: 7.9178 2025-08-16 02:58:41,945 - pyskl - INFO - Epoch [80][1300/7492] lr: 2.282e-02, eta: 3 days, 5:05:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5522, loss_cls: 7.7302, loss: 7.7302 2025-08-16 02:59:34,464 - pyskl - INFO - Epoch [80][1400/7492] lr: 2.281e-02, eta: 3 days, 5:04:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5275, loss_cls: 7.8845, loss: 7.8845 2025-08-16 03:00:27,098 - pyskl - INFO - Epoch [80][1500/7492] lr: 2.280e-02, eta: 3 days, 5:03:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3106, top5_acc: 0.5656, loss_cls: 7.7144, loss: 7.7144 2025-08-16 03:01:19,902 - pyskl - INFO - Epoch [80][1600/7492] lr: 2.280e-02, eta: 3 days, 5:02:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5394, loss_cls: 7.9026, loss: 7.9026 2025-08-16 03:02:12,871 - pyskl - INFO - Epoch [80][1700/7492] lr: 2.279e-02, eta: 3 days, 5:01:42, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5456, loss_cls: 7.7974, loss: 7.7974 2025-08-16 03:03:05,324 - pyskl - INFO - Epoch [80][1800/7492] lr: 2.278e-02, eta: 3 days, 5:00:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2803, top5_acc: 0.5456, loss_cls: 7.8149, loss: 7.8149 2025-08-16 03:03:58,058 - pyskl - INFO - Epoch [80][1900/7492] lr: 2.278e-02, eta: 3 days, 4:59:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5425, loss_cls: 7.7461, loss: 7.7461 2025-08-16 03:04:50,753 - pyskl - INFO - Epoch [80][2000/7492] lr: 2.277e-02, eta: 3 days, 4:59:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5281, loss_cls: 7.9087, loss: 7.9087 2025-08-16 03:05:43,143 - pyskl - INFO - Epoch [80][2100/7492] lr: 2.276e-02, eta: 3 days, 4:58:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2922, top5_acc: 0.5513, loss_cls: 7.7924, loss: 7.7924 2025-08-16 03:06:35,798 - pyskl - INFO - Epoch [80][2200/7492] lr: 2.275e-02, eta: 3 days, 4:57:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2859, top5_acc: 0.5387, loss_cls: 7.7882, loss: 7.7882 2025-08-16 03:07:28,410 - pyskl - INFO - Epoch [80][2300/7492] lr: 2.275e-02, eta: 3 days, 4:56:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5563, loss_cls: 7.7293, loss: 7.7293 2025-08-16 03:08:21,299 - pyskl - INFO - Epoch [80][2400/7492] lr: 2.274e-02, eta: 3 days, 4:55:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2906, top5_acc: 0.5422, loss_cls: 7.8323, loss: 7.8323 2025-08-16 03:09:13,893 - pyskl - INFO - Epoch [80][2500/7492] lr: 2.273e-02, eta: 3 days, 4:54:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5275, loss_cls: 7.9712, loss: 7.9712 2025-08-16 03:10:06,605 - pyskl - INFO - Epoch [80][2600/7492] lr: 2.273e-02, eta: 3 days, 4:53:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3000, top5_acc: 0.5531, loss_cls: 7.6950, loss: 7.6950 2025-08-16 03:10:59,578 - pyskl - INFO - Epoch [80][2700/7492] lr: 2.272e-02, eta: 3 days, 4:53:02, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5494, loss_cls: 7.8362, loss: 7.8362 2025-08-16 03:11:52,590 - pyskl - INFO - Epoch [80][2800/7492] lr: 2.271e-02, eta: 3 days, 4:52:11, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5513, loss_cls: 7.7807, loss: 7.7807 2025-08-16 03:12:45,204 - pyskl - INFO - Epoch [80][2900/7492] lr: 2.271e-02, eta: 3 days, 4:51:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5669, loss_cls: 7.6768, loss: 7.6768 2025-08-16 03:13:38,120 - pyskl - INFO - Epoch [80][3000/7492] lr: 2.270e-02, eta: 3 days, 4:50:27, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2781, top5_acc: 0.5428, loss_cls: 7.8356, loss: 7.8356 2025-08-16 03:14:30,857 - pyskl - INFO - Epoch [80][3100/7492] lr: 2.269e-02, eta: 3 days, 4:49:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2856, top5_acc: 0.5394, loss_cls: 7.7956, loss: 7.7956 2025-08-16 03:15:23,563 - pyskl - INFO - Epoch [80][3200/7492] lr: 2.269e-02, eta: 3 days, 4:48:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5387, loss_cls: 7.8897, loss: 7.8897 2025-08-16 03:16:16,187 - pyskl - INFO - Epoch [80][3300/7492] lr: 2.268e-02, eta: 3 days, 4:47:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2819, top5_acc: 0.5422, loss_cls: 7.8704, loss: 7.8704 2025-08-16 03:17:08,476 - pyskl - INFO - Epoch [80][3400/7492] lr: 2.267e-02, eta: 3 days, 4:46:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2969, top5_acc: 0.5556, loss_cls: 7.8157, loss: 7.8157 2025-08-16 03:18:01,121 - pyskl - INFO - Epoch [80][3500/7492] lr: 2.266e-02, eta: 3 days, 4:46:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5413, loss_cls: 7.8980, loss: 7.8980 2025-08-16 03:18:53,862 - pyskl - INFO - Epoch [80][3600/7492] lr: 2.266e-02, eta: 3 days, 4:45:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5447, loss_cls: 7.8032, loss: 7.8032 2025-08-16 03:19:46,480 - pyskl - INFO - Epoch [80][3700/7492] lr: 2.265e-02, eta: 3 days, 4:44:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5500, loss_cls: 7.7808, loss: 7.7808 2025-08-16 03:20:38,709 - pyskl - INFO - Epoch [80][3800/7492] lr: 2.264e-02, eta: 3 days, 4:43:30, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5563, loss_cls: 7.7527, loss: 7.7527 2025-08-16 03:21:31,479 - pyskl - INFO - Epoch [80][3900/7492] lr: 2.264e-02, eta: 3 days, 4:42:38, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5437, loss_cls: 7.8247, loss: 7.8247 2025-08-16 03:22:24,029 - pyskl - INFO - Epoch [80][4000/7492] lr: 2.263e-02, eta: 3 days, 4:41:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5262, loss_cls: 7.8650, loss: 7.8650 2025-08-16 03:23:16,746 - pyskl - INFO - Epoch [80][4100/7492] lr: 2.262e-02, eta: 3 days, 4:40:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5456, loss_cls: 7.7355, loss: 7.7355 2025-08-16 03:24:09,584 - pyskl - INFO - Epoch [80][4200/7492] lr: 2.262e-02, eta: 3 days, 4:40:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5475, loss_cls: 7.6710, loss: 7.6710 2025-08-16 03:25:02,321 - pyskl - INFO - Epoch [80][4300/7492] lr: 2.261e-02, eta: 3 days, 4:39:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2941, top5_acc: 0.5331, loss_cls: 7.7541, loss: 7.7541 2025-08-16 03:25:54,894 - pyskl - INFO - Epoch [80][4400/7492] lr: 2.260e-02, eta: 3 days, 4:38:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5422, loss_cls: 7.8622, loss: 7.8622 2025-08-16 03:26:47,502 - pyskl - INFO - Epoch [80][4500/7492] lr: 2.259e-02, eta: 3 days, 4:37:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3016, top5_acc: 0.5450, loss_cls: 7.6850, loss: 7.6850 2025-08-16 03:27:40,215 - pyskl - INFO - Epoch [80][4600/7492] lr: 2.259e-02, eta: 3 days, 4:36:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2894, top5_acc: 0.5387, loss_cls: 7.8236, loss: 7.8236 2025-08-16 03:28:33,218 - pyskl - INFO - Epoch [80][4700/7492] lr: 2.258e-02, eta: 3 days, 4:35:43, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5341, loss_cls: 7.9053, loss: 7.9053 2025-08-16 03:29:25,776 - pyskl - INFO - Epoch [80][4800/7492] lr: 2.257e-02, eta: 3 days, 4:34:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2831, top5_acc: 0.5397, loss_cls: 7.8474, loss: 7.8474 2025-08-16 03:30:18,459 - pyskl - INFO - Epoch [80][4900/7492] lr: 2.257e-02, eta: 3 days, 4:33:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2756, top5_acc: 0.5406, loss_cls: 7.8736, loss: 7.8736 2025-08-16 03:31:11,175 - pyskl - INFO - Epoch [80][5000/7492] lr: 2.256e-02, eta: 3 days, 4:33:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2812, top5_acc: 0.5378, loss_cls: 7.8589, loss: 7.8589 2025-08-16 03:32:03,358 - pyskl - INFO - Epoch [80][5100/7492] lr: 2.255e-02, eta: 3 days, 4:32:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3028, top5_acc: 0.5553, loss_cls: 7.8056, loss: 7.8056 2025-08-16 03:32:56,042 - pyskl - INFO - Epoch [80][5200/7492] lr: 2.255e-02, eta: 3 days, 4:31:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2978, top5_acc: 0.5637, loss_cls: 7.7240, loss: 7.7240 2025-08-16 03:33:48,619 - pyskl - INFO - Epoch [80][5300/7492] lr: 2.254e-02, eta: 3 days, 4:30:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5478, loss_cls: 7.8045, loss: 7.8045 2025-08-16 03:34:41,003 - pyskl - INFO - Epoch [80][5400/7492] lr: 2.253e-02, eta: 3 days, 4:29:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2734, top5_acc: 0.5231, loss_cls: 7.9447, loss: 7.9447 2025-08-16 03:35:33,328 - pyskl - INFO - Epoch [80][5500/7492] lr: 2.253e-02, eta: 3 days, 4:28:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5469, loss_cls: 7.7629, loss: 7.7629 2025-08-16 03:36:25,785 - pyskl - INFO - Epoch [80][5600/7492] lr: 2.252e-02, eta: 3 days, 4:27:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5272, loss_cls: 7.9138, loss: 7.9138 2025-08-16 03:37:18,222 - pyskl - INFO - Epoch [80][5700/7492] lr: 2.251e-02, eta: 3 days, 4:27:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2741, top5_acc: 0.5225, loss_cls: 7.9422, loss: 7.9422 2025-08-16 03:38:10,591 - pyskl - INFO - Epoch [80][5800/7492] lr: 2.250e-02, eta: 3 days, 4:26:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5422, loss_cls: 7.7892, loss: 7.7892 2025-08-16 03:39:03,209 - pyskl - INFO - Epoch [80][5900/7492] lr: 2.250e-02, eta: 3 days, 4:25:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2822, top5_acc: 0.5344, loss_cls: 7.8778, loss: 7.8778 2025-08-16 03:39:55,665 - pyskl - INFO - Epoch [80][6000/7492] lr: 2.249e-02, eta: 3 days, 4:24:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2913, top5_acc: 0.5537, loss_cls: 7.7273, loss: 7.7273 2025-08-16 03:40:48,302 - pyskl - INFO - Epoch [80][6100/7492] lr: 2.248e-02, eta: 3 days, 4:23:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2712, top5_acc: 0.5322, loss_cls: 7.9025, loss: 7.9025 2025-08-16 03:41:40,781 - pyskl - INFO - Epoch [80][6200/7492] lr: 2.248e-02, eta: 3 days, 4:22:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5466, loss_cls: 7.8835, loss: 7.8835 2025-08-16 03:42:33,506 - pyskl - INFO - Epoch [80][6300/7492] lr: 2.247e-02, eta: 3 days, 4:21:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5284, loss_cls: 7.9495, loss: 7.9495 2025-08-16 03:43:25,853 - pyskl - INFO - Epoch [80][6400/7492] lr: 2.246e-02, eta: 3 days, 4:20:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2878, top5_acc: 0.5469, loss_cls: 7.8272, loss: 7.8272 2025-08-16 03:44:18,475 - pyskl - INFO - Epoch [80][6500/7492] lr: 2.246e-02, eta: 3 days, 4:20:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2878, top5_acc: 0.5603, loss_cls: 7.7908, loss: 7.7908 2025-08-16 03:45:10,914 - pyskl - INFO - Epoch [80][6600/7492] lr: 2.245e-02, eta: 3 days, 4:19:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5453, loss_cls: 7.9004, loss: 7.9004 2025-08-16 03:46:03,654 - pyskl - INFO - Epoch [80][6700/7492] lr: 2.244e-02, eta: 3 days, 4:18:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5475, loss_cls: 7.8263, loss: 7.8263 2025-08-16 03:46:56,238 - pyskl - INFO - Epoch [80][6800/7492] lr: 2.243e-02, eta: 3 days, 4:17:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2934, top5_acc: 0.5506, loss_cls: 7.8336, loss: 7.8336 2025-08-16 03:47:48,881 - pyskl - INFO - Epoch [80][6900/7492] lr: 2.243e-02, eta: 3 days, 4:16:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5234, loss_cls: 7.8961, loss: 7.8961 2025-08-16 03:48:41,335 - pyskl - INFO - Epoch [80][7000/7492] lr: 2.242e-02, eta: 3 days, 4:15:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5403, loss_cls: 7.7764, loss: 7.7764 2025-08-16 03:49:34,049 - pyskl - INFO - Epoch [80][7100/7492] lr: 2.241e-02, eta: 3 days, 4:14:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5672, loss_cls: 7.6707, loss: 7.6707 2025-08-16 03:50:27,093 - pyskl - INFO - Epoch [80][7200/7492] lr: 2.241e-02, eta: 3 days, 4:14:01, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5509, loss_cls: 7.7239, loss: 7.7239 2025-08-16 03:51:19,412 - pyskl - INFO - Epoch [80][7300/7492] lr: 2.240e-02, eta: 3 days, 4:13:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5309, loss_cls: 7.8713, loss: 7.8713 2025-08-16 03:52:11,945 - pyskl - INFO - Epoch [80][7400/7492] lr: 2.239e-02, eta: 3 days, 4:12:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5453, loss_cls: 7.7873, loss: 7.7873 2025-08-16 03:53:01,306 - pyskl - INFO - Saving checkpoint at 80 epochs 2025-08-16 03:53:56,688 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 03:53:57,437 - pyskl - INFO - top1_acc 0.2397 top5_acc 0.4847 2025-08-16 03:53:57,437 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 03:53:57,480 - pyskl - INFO - mean_acc 0.2395 2025-08-16 03:53:57,494 - pyskl - INFO - Epoch(val) [80][617] top1_acc: 0.2397, top5_acc: 0.4847, mean_class_accuracy: 0.2395 2025-08-16 03:55:18,959 - pyskl - INFO - Epoch [81][100/7492] lr: 2.238e-02, eta: 3 days, 4:10:20, time: 0.815, data_time: 0.290, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5491, loss_cls: 7.7381, loss: 7.7381 2025-08-16 03:56:11,267 - pyskl - INFO - Epoch [81][200/7492] lr: 2.237e-02, eta: 3 days, 4:09:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3006, top5_acc: 0.5581, loss_cls: 7.6795, loss: 7.6795 2025-08-16 03:57:03,564 - pyskl - INFO - Epoch [81][300/7492] lr: 2.237e-02, eta: 3 days, 4:08:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5550, loss_cls: 7.7785, loss: 7.7785 2025-08-16 03:57:56,153 - pyskl - INFO - Epoch [81][400/7492] lr: 2.236e-02, eta: 3 days, 4:07:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5506, loss_cls: 7.7187, loss: 7.7187 2025-08-16 03:58:49,104 - pyskl - INFO - Epoch [81][500/7492] lr: 2.235e-02, eta: 3 days, 4:06:51, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2978, top5_acc: 0.5453, loss_cls: 7.7758, loss: 7.7758 2025-08-16 03:59:42,002 - pyskl - INFO - Epoch [81][600/7492] lr: 2.235e-02, eta: 3 days, 4:06:00, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5616, loss_cls: 7.7054, loss: 7.7054 2025-08-16 04:00:34,687 - pyskl - INFO - Epoch [81][700/7492] lr: 2.234e-02, eta: 3 days, 4:05:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2834, top5_acc: 0.5325, loss_cls: 7.8298, loss: 7.8298 2025-08-16 04:01:27,341 - pyskl - INFO - Epoch [81][800/7492] lr: 2.233e-02, eta: 3 days, 4:04:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5428, loss_cls: 7.7877, loss: 7.7877 2025-08-16 04:02:19,945 - pyskl - INFO - Epoch [81][900/7492] lr: 2.232e-02, eta: 3 days, 4:03:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5497, loss_cls: 7.7612, loss: 7.7612 2025-08-16 04:03:12,454 - pyskl - INFO - Epoch [81][1000/7492] lr: 2.232e-02, eta: 3 days, 4:02:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3056, top5_acc: 0.5631, loss_cls: 7.6525, loss: 7.6525 2025-08-16 04:04:04,909 - pyskl - INFO - Epoch [81][1100/7492] lr: 2.231e-02, eta: 3 days, 4:01:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5481, loss_cls: 7.8218, loss: 7.8218 2025-08-16 04:04:57,507 - pyskl - INFO - Epoch [81][1200/7492] lr: 2.230e-02, eta: 3 days, 4:00:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5487, loss_cls: 7.8148, loss: 7.8148 2025-08-16 04:05:50,189 - pyskl - INFO - Epoch [81][1300/7492] lr: 2.230e-02, eta: 3 days, 3:59:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5534, loss_cls: 7.8486, loss: 7.8486 2025-08-16 04:06:42,829 - pyskl - INFO - Epoch [81][1400/7492] lr: 2.229e-02, eta: 3 days, 3:59:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2900, top5_acc: 0.5447, loss_cls: 7.7548, loss: 7.7548 2025-08-16 04:07:35,359 - pyskl - INFO - Epoch [81][1500/7492] lr: 2.228e-02, eta: 3 days, 3:58:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5444, loss_cls: 7.7447, loss: 7.7447 2025-08-16 04:08:28,259 - pyskl - INFO - Epoch [81][1600/7492] lr: 2.228e-02, eta: 3 days, 3:57:19, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5553, loss_cls: 7.7687, loss: 7.7687 2025-08-16 04:09:21,324 - pyskl - INFO - Epoch [81][1700/7492] lr: 2.227e-02, eta: 3 days, 3:56:28, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2934, top5_acc: 0.5547, loss_cls: 7.7764, loss: 7.7764 2025-08-16 04:10:13,945 - pyskl - INFO - Epoch [81][1800/7492] lr: 2.226e-02, eta: 3 days, 3:55:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5434, loss_cls: 7.8311, loss: 7.8311 2025-08-16 04:11:06,526 - pyskl - INFO - Epoch [81][1900/7492] lr: 2.225e-02, eta: 3 days, 3:54:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5497, loss_cls: 7.8386, loss: 7.8386 2025-08-16 04:11:58,920 - pyskl - INFO - Epoch [81][2000/7492] lr: 2.225e-02, eta: 3 days, 3:53:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5416, loss_cls: 7.8211, loss: 7.8211 2025-08-16 04:12:51,598 - pyskl - INFO - Epoch [81][2100/7492] lr: 2.224e-02, eta: 3 days, 3:53:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5431, loss_cls: 7.8442, loss: 7.8442 2025-08-16 04:13:44,002 - pyskl - INFO - Epoch [81][2200/7492] lr: 2.223e-02, eta: 3 days, 3:52:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3009, top5_acc: 0.5566, loss_cls: 7.7092, loss: 7.7092 2025-08-16 04:14:36,265 - pyskl - INFO - Epoch [81][2300/7492] lr: 2.223e-02, eta: 3 days, 3:51:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5381, loss_cls: 7.9011, loss: 7.9011 2025-08-16 04:15:28,649 - pyskl - INFO - Epoch [81][2400/7492] lr: 2.222e-02, eta: 3 days, 3:50:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5422, loss_cls: 7.7612, loss: 7.7612 2025-08-16 04:16:21,291 - pyskl - INFO - Epoch [81][2500/7492] lr: 2.221e-02, eta: 3 days, 3:49:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5375, loss_cls: 7.8505, loss: 7.8505 2025-08-16 04:17:13,519 - pyskl - INFO - Epoch [81][2600/7492] lr: 2.221e-02, eta: 3 days, 3:48:38, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5594, loss_cls: 7.6550, loss: 7.6550 2025-08-16 04:18:06,245 - pyskl - INFO - Epoch [81][2700/7492] lr: 2.220e-02, eta: 3 days, 3:47:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5447, loss_cls: 7.8501, loss: 7.8501 2025-08-16 04:18:58,913 - pyskl - INFO - Epoch [81][2800/7492] lr: 2.219e-02, eta: 3 days, 3:46:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5428, loss_cls: 7.8585, loss: 7.8585 2025-08-16 04:19:51,197 - pyskl - INFO - Epoch [81][2900/7492] lr: 2.219e-02, eta: 3 days, 3:46:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2922, top5_acc: 0.5494, loss_cls: 7.8466, loss: 7.8466 2025-08-16 04:20:43,501 - pyskl - INFO - Epoch [81][3000/7492] lr: 2.218e-02, eta: 3 days, 3:45:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5425, loss_cls: 7.8169, loss: 7.8169 2025-08-16 04:21:36,082 - pyskl - INFO - Epoch [81][3100/7492] lr: 2.217e-02, eta: 3 days, 3:44:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5500, loss_cls: 7.7717, loss: 7.7717 2025-08-16 04:22:28,512 - pyskl - INFO - Epoch [81][3200/7492] lr: 2.216e-02, eta: 3 days, 3:43:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2944, top5_acc: 0.5434, loss_cls: 7.7500, loss: 7.7500 2025-08-16 04:23:20,968 - pyskl - INFO - Epoch [81][3300/7492] lr: 2.216e-02, eta: 3 days, 3:42:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2731, top5_acc: 0.5381, loss_cls: 7.8761, loss: 7.8761 2025-08-16 04:24:13,347 - pyskl - INFO - Epoch [81][3400/7492] lr: 2.215e-02, eta: 3 days, 3:41:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5675, loss_cls: 7.6788, loss: 7.6788 2025-08-16 04:25:05,928 - pyskl - INFO - Epoch [81][3500/7492] lr: 2.214e-02, eta: 3 days, 3:40:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5522, loss_cls: 7.7678, loss: 7.7678 2025-08-16 04:25:58,481 - pyskl - INFO - Epoch [81][3600/7492] lr: 2.214e-02, eta: 3 days, 3:39:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5384, loss_cls: 7.8309, loss: 7.8309 2025-08-16 04:26:51,278 - pyskl - INFO - Epoch [81][3700/7492] lr: 2.213e-02, eta: 3 days, 3:39:05, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5584, loss_cls: 7.7123, loss: 7.7123 2025-08-16 04:27:44,238 - pyskl - INFO - Epoch [81][3800/7492] lr: 2.212e-02, eta: 3 days, 3:38:13, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5291, loss_cls: 7.8212, loss: 7.8212 2025-08-16 04:28:36,707 - pyskl - INFO - Epoch [81][3900/7492] lr: 2.212e-02, eta: 3 days, 3:37:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5444, loss_cls: 7.7729, loss: 7.7729 2025-08-16 04:29:29,311 - pyskl - INFO - Epoch [81][4000/7492] lr: 2.211e-02, eta: 3 days, 3:36:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5409, loss_cls: 7.8756, loss: 7.8756 2025-08-16 04:30:21,741 - pyskl - INFO - Epoch [81][4100/7492] lr: 2.210e-02, eta: 3 days, 3:35:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5484, loss_cls: 7.7918, loss: 7.7918 2025-08-16 04:31:14,190 - pyskl - INFO - Epoch [81][4200/7492] lr: 2.210e-02, eta: 3 days, 3:34:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2787, top5_acc: 0.5400, loss_cls: 7.8960, loss: 7.8960 2025-08-16 04:32:06,762 - pyskl - INFO - Epoch [81][4300/7492] lr: 2.209e-02, eta: 3 days, 3:33:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5516, loss_cls: 7.7520, loss: 7.7520 2025-08-16 04:32:59,326 - pyskl - INFO - Epoch [81][4400/7492] lr: 2.208e-02, eta: 3 days, 3:33:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3022, top5_acc: 0.5491, loss_cls: 7.8216, loss: 7.8216 2025-08-16 04:33:52,121 - pyskl - INFO - Epoch [81][4500/7492] lr: 2.207e-02, eta: 3 days, 3:32:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5663, loss_cls: 7.7742, loss: 7.7742 2025-08-16 04:34:44,916 - pyskl - INFO - Epoch [81][4600/7492] lr: 2.207e-02, eta: 3 days, 3:31:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5281, loss_cls: 7.8123, loss: 7.8123 2025-08-16 04:35:37,942 - pyskl - INFO - Epoch [81][4700/7492] lr: 2.206e-02, eta: 3 days, 3:30:25, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2944, top5_acc: 0.5487, loss_cls: 7.7235, loss: 7.7235 2025-08-16 04:36:30,649 - pyskl - INFO - Epoch [81][4800/7492] lr: 2.205e-02, eta: 3 days, 3:29:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5441, loss_cls: 7.8173, loss: 7.8173 2025-08-16 04:37:23,530 - pyskl - INFO - Epoch [81][4900/7492] lr: 2.205e-02, eta: 3 days, 3:28:42, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5522, loss_cls: 7.7434, loss: 7.7434 2025-08-16 04:38:16,602 - pyskl - INFO - Epoch [81][5000/7492] lr: 2.204e-02, eta: 3 days, 3:27:50, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5503, loss_cls: 7.7686, loss: 7.7686 2025-08-16 04:39:09,455 - pyskl - INFO - Epoch [81][5100/7492] lr: 2.203e-02, eta: 3 days, 3:26:58, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2941, top5_acc: 0.5403, loss_cls: 7.7944, loss: 7.7944 2025-08-16 04:40:02,226 - pyskl - INFO - Epoch [81][5200/7492] lr: 2.203e-02, eta: 3 days, 3:26:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5491, loss_cls: 7.8069, loss: 7.8069 2025-08-16 04:40:54,964 - pyskl - INFO - Epoch [81][5300/7492] lr: 2.202e-02, eta: 3 days, 3:25:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2913, top5_acc: 0.5347, loss_cls: 7.8495, loss: 7.8495 2025-08-16 04:41:47,767 - pyskl - INFO - Epoch [81][5400/7492] lr: 2.201e-02, eta: 3 days, 3:24:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5541, loss_cls: 7.8054, loss: 7.8054 2025-08-16 04:42:40,507 - pyskl - INFO - Epoch [81][5500/7492] lr: 2.200e-02, eta: 3 days, 3:23:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5325, loss_cls: 7.9230, loss: 7.9230 2025-08-16 04:43:33,369 - pyskl - INFO - Epoch [81][5600/7492] lr: 2.200e-02, eta: 3 days, 3:22:39, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5525, loss_cls: 7.7490, loss: 7.7490 2025-08-16 04:44:26,190 - pyskl - INFO - Epoch [81][5700/7492] lr: 2.199e-02, eta: 3 days, 3:21:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5444, loss_cls: 7.7801, loss: 7.7801 2025-08-16 04:45:19,015 - pyskl - INFO - Epoch [81][5800/7492] lr: 2.198e-02, eta: 3 days, 3:20:55, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5400, loss_cls: 7.8142, loss: 7.8142 2025-08-16 04:46:11,852 - pyskl - INFO - Epoch [81][5900/7492] lr: 2.198e-02, eta: 3 days, 3:20:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5441, loss_cls: 7.8333, loss: 7.8333 2025-08-16 04:47:04,783 - pyskl - INFO - Epoch [81][6000/7492] lr: 2.197e-02, eta: 3 days, 3:19:11, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5400, loss_cls: 7.7653, loss: 7.7653 2025-08-16 04:47:57,617 - pyskl - INFO - Epoch [81][6100/7492] lr: 2.196e-02, eta: 3 days, 3:18:20, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5544, loss_cls: 7.8405, loss: 7.8405 2025-08-16 04:48:50,327 - pyskl - INFO - Epoch [81][6200/7492] lr: 2.196e-02, eta: 3 days, 3:17:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2856, top5_acc: 0.5269, loss_cls: 7.9336, loss: 7.9336 2025-08-16 04:49:42,891 - pyskl - INFO - Epoch [81][6300/7492] lr: 2.195e-02, eta: 3 days, 3:16:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5591, loss_cls: 7.7436, loss: 7.7436 2025-08-16 04:50:35,457 - pyskl - INFO - Epoch [81][6400/7492] lr: 2.194e-02, eta: 3 days, 3:15:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5400, loss_cls: 7.8420, loss: 7.8420 2025-08-16 04:51:27,831 - pyskl - INFO - Epoch [81][6500/7492] lr: 2.194e-02, eta: 3 days, 3:14:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5550, loss_cls: 7.8067, loss: 7.8067 2025-08-16 04:52:20,621 - pyskl - INFO - Epoch [81][6600/7492] lr: 2.193e-02, eta: 3 days, 3:13:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2797, top5_acc: 0.5284, loss_cls: 7.8265, loss: 7.8265 2025-08-16 04:53:13,286 - pyskl - INFO - Epoch [81][6700/7492] lr: 2.192e-02, eta: 3 days, 3:13:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5434, loss_cls: 7.8400, loss: 7.8400 2025-08-16 04:54:05,879 - pyskl - INFO - Epoch [81][6800/7492] lr: 2.191e-02, eta: 3 days, 3:12:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5444, loss_cls: 7.7479, loss: 7.7479 2025-08-16 04:54:58,288 - pyskl - INFO - Epoch [81][6900/7492] lr: 2.191e-02, eta: 3 days, 3:11:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3131, top5_acc: 0.5566, loss_cls: 7.6944, loss: 7.6944 2025-08-16 04:55:50,854 - pyskl - INFO - Epoch [81][7000/7492] lr: 2.190e-02, eta: 3 days, 3:10:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5484, loss_cls: 7.7808, loss: 7.7808 2025-08-16 04:56:43,474 - pyskl - INFO - Epoch [81][7100/7492] lr: 2.189e-02, eta: 3 days, 3:09:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5325, loss_cls: 7.7907, loss: 7.7907 2025-08-16 04:57:36,143 - pyskl - INFO - Epoch [81][7200/7492] lr: 2.189e-02, eta: 3 days, 3:08:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5441, loss_cls: 7.8129, loss: 7.8129 2025-08-16 04:58:28,667 - pyskl - INFO - Epoch [81][7300/7492] lr: 2.188e-02, eta: 3 days, 3:07:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2778, top5_acc: 0.5350, loss_cls: 7.9036, loss: 7.9036 2025-08-16 04:59:21,119 - pyskl - INFO - Epoch [81][7400/7492] lr: 2.187e-02, eta: 3 days, 3:07:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5487, loss_cls: 7.8337, loss: 7.8337 2025-08-16 05:00:10,534 - pyskl - INFO - Saving checkpoint at 81 epochs 2025-08-16 05:01:05,165 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 05:01:05,899 - pyskl - INFO - top1_acc 0.2408 top5_acc 0.4877 2025-08-16 05:01:05,899 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 05:01:05,943 - pyskl - INFO - mean_acc 0.2407 2025-08-16 05:01:05,960 - pyskl - INFO - Epoch(val) [81][617] top1_acc: 0.2408, top5_acc: 0.4877, mean_class_accuracy: 0.2407 2025-08-16 05:02:27,388 - pyskl - INFO - Epoch [82][100/7492] lr: 2.186e-02, eta: 3 days, 3:05:06, time: 0.814, data_time: 0.287, memory: 13026, top1_acc: 0.2888, top5_acc: 0.5553, loss_cls: 7.5703, loss: 7.5703 2025-08-16 05:03:19,466 - pyskl - INFO - Epoch [82][200/7492] lr: 2.185e-02, eta: 3 days, 3:04:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5622, loss_cls: 7.6579, loss: 7.6579 2025-08-16 05:04:12,036 - pyskl - INFO - Epoch [82][300/7492] lr: 2.185e-02, eta: 3 days, 3:03:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5509, loss_cls: 7.7894, loss: 7.7894 2025-08-16 05:05:04,593 - pyskl - INFO - Epoch [82][400/7492] lr: 2.184e-02, eta: 3 days, 3:02:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2944, top5_acc: 0.5487, loss_cls: 7.7086, loss: 7.7086 2025-08-16 05:05:57,234 - pyskl - INFO - Epoch [82][500/7492] lr: 2.183e-02, eta: 3 days, 3:01:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5669, loss_cls: 7.6771, loss: 7.6771 2025-08-16 05:06:49,759 - pyskl - INFO - Epoch [82][600/7492] lr: 2.183e-02, eta: 3 days, 3:00:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5663, loss_cls: 7.6640, loss: 7.6640 2025-08-16 05:07:42,394 - pyskl - INFO - Epoch [82][700/7492] lr: 2.182e-02, eta: 3 days, 2:59:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5403, loss_cls: 7.7958, loss: 7.7958 2025-08-16 05:08:34,626 - pyskl - INFO - Epoch [82][800/7492] lr: 2.181e-02, eta: 3 days, 2:59:01, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2934, top5_acc: 0.5569, loss_cls: 7.6457, loss: 7.6457 2025-08-16 05:09:27,140 - pyskl - INFO - Epoch [82][900/7492] lr: 2.180e-02, eta: 3 days, 2:58:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5422, loss_cls: 7.8061, loss: 7.8061 2025-08-16 05:10:19,805 - pyskl - INFO - Epoch [82][1000/7492] lr: 2.180e-02, eta: 3 days, 2:57:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5497, loss_cls: 7.8384, loss: 7.8384 2025-08-16 05:11:12,157 - pyskl - INFO - Epoch [82][1100/7492] lr: 2.179e-02, eta: 3 days, 2:56:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2947, top5_acc: 0.5537, loss_cls: 7.7345, loss: 7.7345 2025-08-16 05:12:04,723 - pyskl - INFO - Epoch [82][1200/7492] lr: 2.178e-02, eta: 3 days, 2:55:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5428, loss_cls: 7.8281, loss: 7.8281 2025-08-16 05:12:57,032 - pyskl - INFO - Epoch [82][1300/7492] lr: 2.178e-02, eta: 3 days, 2:54:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5641, loss_cls: 7.6663, loss: 7.6663 2025-08-16 05:13:49,652 - pyskl - INFO - Epoch [82][1400/7492] lr: 2.177e-02, eta: 3 days, 2:53:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2984, top5_acc: 0.5566, loss_cls: 7.7211, loss: 7.7211 2025-08-16 05:14:42,082 - pyskl - INFO - Epoch [82][1500/7492] lr: 2.176e-02, eta: 3 days, 2:52:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5584, loss_cls: 7.7187, loss: 7.7187 2025-08-16 05:15:34,697 - pyskl - INFO - Epoch [82][1600/7492] lr: 2.176e-02, eta: 3 days, 2:52:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5456, loss_cls: 7.7382, loss: 7.7382 2025-08-16 05:16:27,528 - pyskl - INFO - Epoch [82][1700/7492] lr: 2.175e-02, eta: 3 days, 2:51:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5603, loss_cls: 7.7715, loss: 7.7715 2025-08-16 05:17:20,044 - pyskl - INFO - Epoch [82][1800/7492] lr: 2.174e-02, eta: 3 days, 2:50:20, time: 0.527, data_time: 0.002, memory: 13026, top1_acc: 0.3000, top5_acc: 0.5566, loss_cls: 7.7294, loss: 7.7294 2025-08-16 05:18:12,487 - pyskl - INFO - Epoch [82][1900/7492] lr: 2.174e-02, eta: 3 days, 2:49:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3050, top5_acc: 0.5528, loss_cls: 7.6934, loss: 7.6934 2025-08-16 05:19:05,001 - pyskl - INFO - Epoch [82][2000/7492] lr: 2.173e-02, eta: 3 days, 2:48:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2944, top5_acc: 0.5478, loss_cls: 7.8120, loss: 7.8120 2025-08-16 05:19:57,245 - pyskl - INFO - Epoch [82][2100/7492] lr: 2.172e-02, eta: 3 days, 2:47:43, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5534, loss_cls: 7.7966, loss: 7.7966 2025-08-16 05:20:50,043 - pyskl - INFO - Epoch [82][2200/7492] lr: 2.171e-02, eta: 3 days, 2:46:51, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5641, loss_cls: 7.6574, loss: 7.6574 2025-08-16 05:21:42,172 - pyskl - INFO - Epoch [82][2300/7492] lr: 2.171e-02, eta: 3 days, 2:45:59, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3022, top5_acc: 0.5544, loss_cls: 7.7649, loss: 7.7649 2025-08-16 05:22:34,614 - pyskl - INFO - Epoch [82][2400/7492] lr: 2.170e-02, eta: 3 days, 2:45:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5447, loss_cls: 7.8910, loss: 7.8910 2025-08-16 05:23:27,158 - pyskl - INFO - Epoch [82][2500/7492] lr: 2.169e-02, eta: 3 days, 2:44:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5547, loss_cls: 7.7411, loss: 7.7411 2025-08-16 05:24:19,859 - pyskl - INFO - Epoch [82][2600/7492] lr: 2.169e-02, eta: 3 days, 2:43:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5581, loss_cls: 7.7627, loss: 7.7627 2025-08-16 05:25:12,720 - pyskl - INFO - Epoch [82][2700/7492] lr: 2.168e-02, eta: 3 days, 2:42:31, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5497, loss_cls: 7.7725, loss: 7.7725 2025-08-16 05:26:05,219 - pyskl - INFO - Epoch [82][2800/7492] lr: 2.167e-02, eta: 3 days, 2:41:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3022, top5_acc: 0.5572, loss_cls: 7.7397, loss: 7.7397 2025-08-16 05:26:57,648 - pyskl - INFO - Epoch [82][2900/7492] lr: 2.167e-02, eta: 3 days, 2:40:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5381, loss_cls: 7.8317, loss: 7.8317 2025-08-16 05:27:50,257 - pyskl - INFO - Epoch [82][3000/7492] lr: 2.166e-02, eta: 3 days, 2:39:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5547, loss_cls: 7.7199, loss: 7.7199 2025-08-16 05:28:42,824 - pyskl - INFO - Epoch [82][3100/7492] lr: 2.165e-02, eta: 3 days, 2:39:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2834, top5_acc: 0.5544, loss_cls: 7.7708, loss: 7.7708 2025-08-16 05:29:35,160 - pyskl - INFO - Epoch [82][3200/7492] lr: 2.164e-02, eta: 3 days, 2:38:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5534, loss_cls: 7.6816, loss: 7.6816 2025-08-16 05:30:27,594 - pyskl - INFO - Epoch [82][3300/7492] lr: 2.164e-02, eta: 3 days, 2:37:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 7.8607, loss: 7.8607 2025-08-16 05:31:20,017 - pyskl - INFO - Epoch [82][3400/7492] lr: 2.163e-02, eta: 3 days, 2:36:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3100, top5_acc: 0.5672, loss_cls: 7.5836, loss: 7.5836 2025-08-16 05:32:12,227 - pyskl - INFO - Epoch [82][3500/7492] lr: 2.162e-02, eta: 3 days, 2:35:33, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2984, top5_acc: 0.5584, loss_cls: 7.7398, loss: 7.7398 2025-08-16 05:33:04,909 - pyskl - INFO - Epoch [82][3600/7492] lr: 2.162e-02, eta: 3 days, 2:34:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 7.8003, loss: 7.8003 2025-08-16 05:33:57,493 - pyskl - INFO - Epoch [82][3700/7492] lr: 2.161e-02, eta: 3 days, 2:33:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5494, loss_cls: 7.7845, loss: 7.7845 2025-08-16 05:34:50,180 - pyskl - INFO - Epoch [82][3800/7492] lr: 2.160e-02, eta: 3 days, 2:32:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5288, loss_cls: 7.7790, loss: 7.7790 2025-08-16 05:35:42,803 - pyskl - INFO - Epoch [82][3900/7492] lr: 2.160e-02, eta: 3 days, 2:32:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5591, loss_cls: 7.6330, loss: 7.6330 2025-08-16 05:36:35,662 - pyskl - INFO - Epoch [82][4000/7492] lr: 2.159e-02, eta: 3 days, 2:31:14, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5434, loss_cls: 7.8368, loss: 7.8368 2025-08-16 05:37:28,180 - pyskl - INFO - Epoch [82][4100/7492] lr: 2.158e-02, eta: 3 days, 2:30:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2809, top5_acc: 0.5303, loss_cls: 7.8498, loss: 7.8498 2025-08-16 05:38:20,741 - pyskl - INFO - Epoch [82][4200/7492] lr: 2.158e-02, eta: 3 days, 2:29:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5341, loss_cls: 7.8538, loss: 7.8538 2025-08-16 05:39:13,384 - pyskl - INFO - Epoch [82][4300/7492] lr: 2.157e-02, eta: 3 days, 2:28:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5656, loss_cls: 7.7500, loss: 7.7500 2025-08-16 05:40:05,932 - pyskl - INFO - Epoch [82][4400/7492] lr: 2.156e-02, eta: 3 days, 2:27:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5506, loss_cls: 7.7056, loss: 7.7056 2025-08-16 05:40:58,577 - pyskl - INFO - Epoch [82][4500/7492] lr: 2.155e-02, eta: 3 days, 2:26:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3072, top5_acc: 0.5575, loss_cls: 7.7816, loss: 7.7816 2025-08-16 05:41:51,161 - pyskl - INFO - Epoch [82][4600/7492] lr: 2.155e-02, eta: 3 days, 2:26:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3166, top5_acc: 0.5687, loss_cls: 7.6456, loss: 7.6456 2025-08-16 05:42:43,666 - pyskl - INFO - Epoch [82][4700/7492] lr: 2.154e-02, eta: 3 days, 2:25:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5369, loss_cls: 7.8177, loss: 7.8177 2025-08-16 05:43:36,362 - pyskl - INFO - Epoch [82][4800/7492] lr: 2.153e-02, eta: 3 days, 2:24:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3022, top5_acc: 0.5544, loss_cls: 7.7187, loss: 7.7187 2025-08-16 05:44:28,902 - pyskl - INFO - Epoch [82][4900/7492] lr: 2.153e-02, eta: 3 days, 2:23:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5244, loss_cls: 7.8897, loss: 7.8897 2025-08-16 05:45:21,366 - pyskl - INFO - Epoch [82][5000/7492] lr: 2.152e-02, eta: 3 days, 2:22:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2953, top5_acc: 0.5466, loss_cls: 7.8289, loss: 7.8289 2025-08-16 05:46:13,947 - pyskl - INFO - Epoch [82][5100/7492] lr: 2.151e-02, eta: 3 days, 2:21:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2722, top5_acc: 0.5291, loss_cls: 7.8674, loss: 7.8674 2025-08-16 05:47:06,289 - pyskl - INFO - Epoch [82][5200/7492] lr: 2.151e-02, eta: 3 days, 2:20:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2913, top5_acc: 0.5516, loss_cls: 7.7511, loss: 7.7511 2025-08-16 05:47:58,654 - pyskl - INFO - Epoch [82][5300/7492] lr: 2.150e-02, eta: 3 days, 2:19:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5491, loss_cls: 7.7806, loss: 7.7806 2025-08-16 05:48:51,227 - pyskl - INFO - Epoch [82][5400/7492] lr: 2.149e-02, eta: 3 days, 2:19:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5384, loss_cls: 7.8749, loss: 7.8749 2025-08-16 05:49:43,543 - pyskl - INFO - Epoch [82][5500/7492] lr: 2.149e-02, eta: 3 days, 2:18:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2859, top5_acc: 0.5441, loss_cls: 7.8747, loss: 7.8747 2025-08-16 05:50:36,074 - pyskl - INFO - Epoch [82][5600/7492] lr: 2.148e-02, eta: 3 days, 2:17:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5419, loss_cls: 7.8255, loss: 7.8255 2025-08-16 05:51:28,515 - pyskl - INFO - Epoch [82][5700/7492] lr: 2.147e-02, eta: 3 days, 2:16:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5437, loss_cls: 7.8826, loss: 7.8826 2025-08-16 05:52:20,836 - pyskl - INFO - Epoch [82][5800/7492] lr: 2.147e-02, eta: 3 days, 2:15:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5550, loss_cls: 7.7706, loss: 7.7706 2025-08-16 05:53:13,119 - pyskl - INFO - Epoch [82][5900/7492] lr: 2.146e-02, eta: 3 days, 2:14:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5434, loss_cls: 7.7765, loss: 7.7765 2025-08-16 05:54:05,931 - pyskl - INFO - Epoch [82][6000/7492] lr: 2.145e-02, eta: 3 days, 2:13:51, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5359, loss_cls: 7.8343, loss: 7.8343 2025-08-16 05:54:58,584 - pyskl - INFO - Epoch [82][6100/7492] lr: 2.144e-02, eta: 3 days, 2:12:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5425, loss_cls: 7.8150, loss: 7.8150 2025-08-16 05:55:51,023 - pyskl - INFO - Epoch [82][6200/7492] lr: 2.144e-02, eta: 3 days, 2:12:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5428, loss_cls: 7.8309, loss: 7.8309 2025-08-16 05:56:44,012 - pyskl - INFO - Epoch [82][6300/7492] lr: 2.143e-02, eta: 3 days, 2:11:15, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5347, loss_cls: 7.8303, loss: 7.8303 2025-08-16 05:57:36,164 - pyskl - INFO - Epoch [82][6400/7492] lr: 2.142e-02, eta: 3 days, 2:10:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5344, loss_cls: 7.9192, loss: 7.9192 2025-08-16 05:58:28,664 - pyskl - INFO - Epoch [82][6500/7492] lr: 2.142e-02, eta: 3 days, 2:09:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2900, top5_acc: 0.5453, loss_cls: 7.7834, loss: 7.7834 2025-08-16 05:59:21,242 - pyskl - INFO - Epoch [82][6600/7492] lr: 2.141e-02, eta: 3 days, 2:08:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5428, loss_cls: 7.7785, loss: 7.7785 2025-08-16 06:00:13,457 - pyskl - INFO - Epoch [82][6700/7492] lr: 2.140e-02, eta: 3 days, 2:07:46, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2822, top5_acc: 0.5463, loss_cls: 7.8075, loss: 7.8075 2025-08-16 06:01:05,876 - pyskl - INFO - Epoch [82][6800/7492] lr: 2.140e-02, eta: 3 days, 2:06:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3028, top5_acc: 0.5641, loss_cls: 7.7364, loss: 7.7364 2025-08-16 06:01:58,083 - pyskl - INFO - Epoch [82][6900/7492] lr: 2.139e-02, eta: 3 days, 2:06:02, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5384, loss_cls: 7.8629, loss: 7.8629 2025-08-16 06:02:50,633 - pyskl - INFO - Epoch [82][7000/7492] lr: 2.138e-02, eta: 3 days, 2:05:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5484, loss_cls: 7.8107, loss: 7.8107 2025-08-16 06:03:43,167 - pyskl - INFO - Epoch [82][7100/7492] lr: 2.138e-02, eta: 3 days, 2:04:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3006, top5_acc: 0.5553, loss_cls: 7.7546, loss: 7.7546 2025-08-16 06:04:35,678 - pyskl - INFO - Epoch [82][7200/7492] lr: 2.137e-02, eta: 3 days, 2:03:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5322, loss_cls: 7.8427, loss: 7.8427 2025-08-16 06:05:28,049 - pyskl - INFO - Epoch [82][7300/7492] lr: 2.136e-02, eta: 3 days, 2:02:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5359, loss_cls: 7.8787, loss: 7.8787 2025-08-16 06:06:20,325 - pyskl - INFO - Epoch [82][7400/7492] lr: 2.135e-02, eta: 3 days, 2:01:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5525, loss_cls: 7.7835, loss: 7.7835 2025-08-16 06:07:09,526 - pyskl - INFO - Saving checkpoint at 82 epochs 2025-08-16 06:08:04,269 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 06:08:05,002 - pyskl - INFO - top1_acc 0.2544 top5_acc 0.4967 2025-08-16 06:08:05,003 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 06:08:05,044 - pyskl - INFO - mean_acc 0.2542 2025-08-16 06:08:05,114 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_79.pth was removed 2025-08-16 06:08:06,196 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_82.pth. 2025-08-16 06:08:06,197 - pyskl - INFO - Best top1_acc is 0.2544 at 82 epoch. 2025-08-16 06:08:06,212 - pyskl - INFO - Epoch(val) [82][617] top1_acc: 0.2544, top5_acc: 0.4967, mean_class_accuracy: 0.2542 2025-08-16 06:09:28,029 - pyskl - INFO - Epoch [83][100/7492] lr: 2.134e-02, eta: 3 days, 1:59:45, time: 0.818, data_time: 0.295, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5537, loss_cls: 7.7596, loss: 7.7596 2025-08-16 06:10:20,462 - pyskl - INFO - Epoch [83][200/7492] lr: 2.133e-02, eta: 3 days, 1:58:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5559, loss_cls: 7.7302, loss: 7.7302 2025-08-16 06:11:12,953 - pyskl - INFO - Epoch [83][300/7492] lr: 2.133e-02, eta: 3 days, 1:58:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2944, top5_acc: 0.5487, loss_cls: 7.7342, loss: 7.7342 2025-08-16 06:12:05,558 - pyskl - INFO - Epoch [83][400/7492] lr: 2.132e-02, eta: 3 days, 1:57:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5547, loss_cls: 7.7873, loss: 7.7873 2025-08-16 06:12:58,053 - pyskl - INFO - Epoch [83][500/7492] lr: 2.131e-02, eta: 3 days, 1:56:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5453, loss_cls: 7.7602, loss: 7.7602 2025-08-16 06:13:50,448 - pyskl - INFO - Epoch [83][600/7492] lr: 2.131e-02, eta: 3 days, 1:55:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3028, top5_acc: 0.5469, loss_cls: 7.7899, loss: 7.7899 2025-08-16 06:14:43,004 - pyskl - INFO - Epoch [83][700/7492] lr: 2.130e-02, eta: 3 days, 1:54:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2856, top5_acc: 0.5428, loss_cls: 7.7507, loss: 7.7507 2025-08-16 06:15:35,528 - pyskl - INFO - Epoch [83][800/7492] lr: 2.129e-02, eta: 3 days, 1:53:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2913, top5_acc: 0.5578, loss_cls: 7.7488, loss: 7.7488 2025-08-16 06:16:27,897 - pyskl - INFO - Epoch [83][900/7492] lr: 2.129e-02, eta: 3 days, 1:52:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5525, loss_cls: 7.7721, loss: 7.7721 2025-08-16 06:17:20,390 - pyskl - INFO - Epoch [83][1000/7492] lr: 2.128e-02, eta: 3 days, 1:51:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2800, top5_acc: 0.5300, loss_cls: 7.9295, loss: 7.9295 2025-08-16 06:18:12,729 - pyskl - INFO - Epoch [83][1100/7492] lr: 2.127e-02, eta: 3 days, 1:51:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5481, loss_cls: 7.8130, loss: 7.8130 2025-08-16 06:19:05,109 - pyskl - INFO - Epoch [83][1200/7492] lr: 2.127e-02, eta: 3 days, 1:50:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5569, loss_cls: 7.7045, loss: 7.7045 2025-08-16 06:19:57,564 - pyskl - INFO - Epoch [83][1300/7492] lr: 2.126e-02, eta: 3 days, 1:49:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3184, top5_acc: 0.5478, loss_cls: 7.7171, loss: 7.7171 2025-08-16 06:20:49,916 - pyskl - INFO - Epoch [83][1400/7492] lr: 2.125e-02, eta: 3 days, 1:48:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3006, top5_acc: 0.5475, loss_cls: 7.7964, loss: 7.7964 2025-08-16 06:21:42,596 - pyskl - INFO - Epoch [83][1500/7492] lr: 2.124e-02, eta: 3 days, 1:47:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2991, top5_acc: 0.5522, loss_cls: 7.6916, loss: 7.6916 2025-08-16 06:22:35,102 - pyskl - INFO - Epoch [83][1600/7492] lr: 2.124e-02, eta: 3 days, 1:46:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5478, loss_cls: 7.8157, loss: 7.8157 2025-08-16 06:23:27,537 - pyskl - INFO - Epoch [83][1700/7492] lr: 2.123e-02, eta: 3 days, 1:45:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5709, loss_cls: 7.7059, loss: 7.7059 2025-08-16 06:24:20,252 - pyskl - INFO - Epoch [83][1800/7492] lr: 2.122e-02, eta: 3 days, 1:44:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5553, loss_cls: 7.7256, loss: 7.7256 2025-08-16 06:25:12,417 - pyskl - INFO - Epoch [83][1900/7492] lr: 2.122e-02, eta: 3 days, 1:44:06, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5541, loss_cls: 7.7451, loss: 7.7451 2025-08-16 06:26:05,012 - pyskl - INFO - Epoch [83][2000/7492] lr: 2.121e-02, eta: 3 days, 1:43:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5353, loss_cls: 7.7528, loss: 7.7528 2025-08-16 06:26:57,425 - pyskl - INFO - Epoch [83][2100/7492] lr: 2.120e-02, eta: 3 days, 1:42:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5566, loss_cls: 7.7521, loss: 7.7521 2025-08-16 06:27:49,781 - pyskl - INFO - Epoch [83][2200/7492] lr: 2.120e-02, eta: 3 days, 1:41:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5537, loss_cls: 7.7725, loss: 7.7725 2025-08-16 06:28:42,146 - pyskl - INFO - Epoch [83][2300/7492] lr: 2.119e-02, eta: 3 days, 1:40:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5587, loss_cls: 7.6679, loss: 7.6679 2025-08-16 06:29:34,521 - pyskl - INFO - Epoch [83][2400/7492] lr: 2.118e-02, eta: 3 days, 1:39:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3175, top5_acc: 0.5534, loss_cls: 7.7113, loss: 7.7113 2025-08-16 06:30:26,963 - pyskl - INFO - Epoch [83][2500/7492] lr: 2.118e-02, eta: 3 days, 1:38:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2934, top5_acc: 0.5369, loss_cls: 7.8600, loss: 7.8600 2025-08-16 06:31:19,584 - pyskl - INFO - Epoch [83][2600/7492] lr: 2.117e-02, eta: 3 days, 1:38:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2897, top5_acc: 0.5531, loss_cls: 7.7687, loss: 7.7687 2025-08-16 06:32:11,877 - pyskl - INFO - Epoch [83][2700/7492] lr: 2.116e-02, eta: 3 days, 1:37:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5597, loss_cls: 7.7280, loss: 7.7280 2025-08-16 06:33:04,218 - pyskl - INFO - Epoch [83][2800/7492] lr: 2.115e-02, eta: 3 days, 1:36:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3059, top5_acc: 0.5594, loss_cls: 7.7438, loss: 7.7438 2025-08-16 06:33:56,885 - pyskl - INFO - Epoch [83][2900/7492] lr: 2.115e-02, eta: 3 days, 1:35:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5419, loss_cls: 7.8651, loss: 7.8651 2025-08-16 06:34:49,058 - pyskl - INFO - Epoch [83][3000/7492] lr: 2.114e-02, eta: 3 days, 1:34:32, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5584, loss_cls: 7.6944, loss: 7.6944 2025-08-16 06:35:41,469 - pyskl - INFO - Epoch [83][3100/7492] lr: 2.113e-02, eta: 3 days, 1:33:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5541, loss_cls: 7.7204, loss: 7.7204 2025-08-16 06:36:33,888 - pyskl - INFO - Epoch [83][3200/7492] lr: 2.113e-02, eta: 3 days, 1:32:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2744, top5_acc: 0.5384, loss_cls: 7.8594, loss: 7.8594 2025-08-16 06:37:26,330 - pyskl - INFO - Epoch [83][3300/7492] lr: 2.112e-02, eta: 3 days, 1:31:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 7.6733, loss: 7.6733 2025-08-16 06:38:19,031 - pyskl - INFO - Epoch [83][3400/7492] lr: 2.111e-02, eta: 3 days, 1:31:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5441, loss_cls: 7.7282, loss: 7.7282 2025-08-16 06:39:11,104 - pyskl - INFO - Epoch [83][3500/7492] lr: 2.111e-02, eta: 3 days, 1:30:11, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5403, loss_cls: 7.8415, loss: 7.8415 2025-08-16 06:40:03,502 - pyskl - INFO - Epoch [83][3600/7492] lr: 2.110e-02, eta: 3 days, 1:29:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3028, top5_acc: 0.5666, loss_cls: 7.6820, loss: 7.6820 2025-08-16 06:40:55,949 - pyskl - INFO - Epoch [83][3700/7492] lr: 2.109e-02, eta: 3 days, 1:28:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5547, loss_cls: 7.7202, loss: 7.7202 2025-08-16 06:41:48,563 - pyskl - INFO - Epoch [83][3800/7492] lr: 2.109e-02, eta: 3 days, 1:27:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 7.9048, loss: 7.9048 2025-08-16 06:42:40,836 - pyskl - INFO - Epoch [83][3900/7492] lr: 2.108e-02, eta: 3 days, 1:26:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2944, top5_acc: 0.5494, loss_cls: 7.7018, loss: 7.7018 2025-08-16 06:43:33,375 - pyskl - INFO - Epoch [83][4000/7492] lr: 2.107e-02, eta: 3 days, 1:25:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3009, top5_acc: 0.5450, loss_cls: 7.7647, loss: 7.7647 2025-08-16 06:44:25,747 - pyskl - INFO - Epoch [83][4100/7492] lr: 2.106e-02, eta: 3 days, 1:24:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5394, loss_cls: 7.8717, loss: 7.8717 2025-08-16 06:45:18,672 - pyskl - INFO - Epoch [83][4200/7492] lr: 2.106e-02, eta: 3 days, 1:24:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2969, top5_acc: 0.5391, loss_cls: 7.7844, loss: 7.7844 2025-08-16 06:46:11,432 - pyskl - INFO - Epoch [83][4300/7492] lr: 2.105e-02, eta: 3 days, 1:23:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2906, top5_acc: 0.5456, loss_cls: 7.8171, loss: 7.8171 2025-08-16 06:47:03,713 - pyskl - INFO - Epoch [83][4400/7492] lr: 2.104e-02, eta: 3 days, 1:22:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3159, top5_acc: 0.5656, loss_cls: 7.6200, loss: 7.6200 2025-08-16 06:47:56,076 - pyskl - INFO - Epoch [83][4500/7492] lr: 2.104e-02, eta: 3 days, 1:21:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2834, top5_acc: 0.5372, loss_cls: 7.8403, loss: 7.8403 2025-08-16 06:48:48,398 - pyskl - INFO - Epoch [83][4600/7492] lr: 2.103e-02, eta: 3 days, 1:20:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 7.6886, loss: 7.6886 2025-08-16 06:49:41,073 - pyskl - INFO - Epoch [83][4700/7492] lr: 2.102e-02, eta: 3 days, 1:19:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2806, top5_acc: 0.5456, loss_cls: 7.7709, loss: 7.7709 2025-08-16 06:50:33,520 - pyskl - INFO - Epoch [83][4800/7492] lr: 2.102e-02, eta: 3 days, 1:18:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2834, top5_acc: 0.5400, loss_cls: 7.8682, loss: 7.8682 2025-08-16 06:51:25,907 - pyskl - INFO - Epoch [83][4900/7492] lr: 2.101e-02, eta: 3 days, 1:18:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5466, loss_cls: 7.7851, loss: 7.7851 2025-08-16 06:52:18,222 - pyskl - INFO - Epoch [83][5000/7492] lr: 2.100e-02, eta: 3 days, 1:17:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5547, loss_cls: 7.7610, loss: 7.7610 2025-08-16 06:53:10,772 - pyskl - INFO - Epoch [83][5100/7492] lr: 2.100e-02, eta: 3 days, 1:16:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3122, top5_acc: 0.5472, loss_cls: 7.7571, loss: 7.7571 2025-08-16 06:54:03,347 - pyskl - INFO - Epoch [83][5200/7492] lr: 2.099e-02, eta: 3 days, 1:15:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3022, top5_acc: 0.5675, loss_cls: 7.6743, loss: 7.6743 2025-08-16 06:54:55,742 - pyskl - INFO - Epoch [83][5300/7492] lr: 2.098e-02, eta: 3 days, 1:14:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5372, loss_cls: 7.8612, loss: 7.8612 2025-08-16 06:55:48,460 - pyskl - INFO - Epoch [83][5400/7492] lr: 2.098e-02, eta: 3 days, 1:13:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5522, loss_cls: 7.7671, loss: 7.7671 2025-08-16 06:56:40,972 - pyskl - INFO - Epoch [83][5500/7492] lr: 2.097e-02, eta: 3 days, 1:12:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5453, loss_cls: 7.7563, loss: 7.7563 2025-08-16 06:57:33,277 - pyskl - INFO - Epoch [83][5600/7492] lr: 2.096e-02, eta: 3 days, 1:11:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3053, top5_acc: 0.5500, loss_cls: 7.7573, loss: 7.7573 2025-08-16 06:58:25,710 - pyskl - INFO - Epoch [83][5700/7492] lr: 2.095e-02, eta: 3 days, 1:11:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5578, loss_cls: 7.7592, loss: 7.7592 2025-08-16 06:59:17,851 - pyskl - INFO - Epoch [83][5800/7492] lr: 2.095e-02, eta: 3 days, 1:10:11, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5534, loss_cls: 7.6630, loss: 7.6630 2025-08-16 07:00:10,433 - pyskl - INFO - Epoch [83][5900/7492] lr: 2.094e-02, eta: 3 days, 1:09:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2803, top5_acc: 0.5384, loss_cls: 7.8564, loss: 7.8564 2025-08-16 07:01:02,868 - pyskl - INFO - Epoch [83][6000/7492] lr: 2.093e-02, eta: 3 days, 1:08:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2978, top5_acc: 0.5647, loss_cls: 7.7003, loss: 7.7003 2025-08-16 07:01:55,185 - pyskl - INFO - Epoch [83][6100/7492] lr: 2.093e-02, eta: 3 days, 1:07:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5613, loss_cls: 7.7342, loss: 7.7342 2025-08-16 07:02:47,982 - pyskl - INFO - Epoch [83][6200/7492] lr: 2.092e-02, eta: 3 days, 1:06:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5706, loss_cls: 7.6021, loss: 7.6021 2025-08-16 07:03:40,151 - pyskl - INFO - Epoch [83][6300/7492] lr: 2.091e-02, eta: 3 days, 1:05:50, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5403, loss_cls: 7.7733, loss: 7.7733 2025-08-16 07:04:32,572 - pyskl - INFO - Epoch [83][6400/7492] lr: 2.091e-02, eta: 3 days, 1:04:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5622, loss_cls: 7.7236, loss: 7.7236 2025-08-16 07:05:24,918 - pyskl - INFO - Epoch [83][6500/7492] lr: 2.090e-02, eta: 3 days, 1:04:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5416, loss_cls: 7.8239, loss: 7.8239 2025-08-16 07:06:17,508 - pyskl - INFO - Epoch [83][6600/7492] lr: 2.089e-02, eta: 3 days, 1:03:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5625, loss_cls: 7.6413, loss: 7.6413 2025-08-16 07:07:10,008 - pyskl - INFO - Epoch [83][6700/7492] lr: 2.089e-02, eta: 3 days, 1:02:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2991, top5_acc: 0.5622, loss_cls: 7.6544, loss: 7.6544 2025-08-16 07:08:02,513 - pyskl - INFO - Epoch [83][6800/7492] lr: 2.088e-02, eta: 3 days, 1:01:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5547, loss_cls: 7.7121, loss: 7.7121 2025-08-16 07:08:54,744 - pyskl - INFO - Epoch [83][6900/7492] lr: 2.087e-02, eta: 3 days, 1:00:37, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5291, loss_cls: 7.8004, loss: 7.8004 2025-08-16 07:09:47,182 - pyskl - INFO - Epoch [83][7000/7492] lr: 2.086e-02, eta: 3 days, 0:59:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5425, loss_cls: 7.7313, loss: 7.7313 2025-08-16 07:10:39,382 - pyskl - INFO - Epoch [83][7100/7492] lr: 2.086e-02, eta: 3 days, 0:58:52, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5731, loss_cls: 7.6828, loss: 7.6828 2025-08-16 07:11:31,727 - pyskl - INFO - Epoch [83][7200/7492] lr: 2.085e-02, eta: 3 days, 0:58:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2891, top5_acc: 0.5447, loss_cls: 7.8317, loss: 7.8317 2025-08-16 07:12:24,288 - pyskl - INFO - Epoch [83][7300/7492] lr: 2.084e-02, eta: 3 days, 0:57:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5397, loss_cls: 7.8623, loss: 7.8623 2025-08-16 07:13:16,391 - pyskl - INFO - Epoch [83][7400/7492] lr: 2.084e-02, eta: 3 days, 0:56:16, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5328, loss_cls: 7.8353, loss: 7.8353 2025-08-16 07:14:05,383 - pyskl - INFO - Saving checkpoint at 83 epochs 2025-08-16 07:14:58,231 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 07:14:58,972 - pyskl - INFO - top1_acc 0.2547 top5_acc 0.4997 2025-08-16 07:14:58,973 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 07:14:59,020 - pyskl - INFO - mean_acc 0.2546 2025-08-16 07:14:59,094 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_82.pth was removed 2025-08-16 07:15:00,214 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_83.pth. 2025-08-16 07:15:00,215 - pyskl - INFO - Best top1_acc is 0.2547 at 83 epoch. 2025-08-16 07:15:00,226 - pyskl - INFO - Epoch(val) [83][617] top1_acc: 0.2547, top5_acc: 0.4997, mean_class_accuracy: 0.2546 2025-08-16 07:16:22,037 - pyskl - INFO - Epoch [84][100/7492] lr: 2.082e-02, eta: 3 days, 0:54:20, time: 0.818, data_time: 0.296, memory: 13026, top1_acc: 0.3050, top5_acc: 0.5687, loss_cls: 7.6829, loss: 7.6829 2025-08-16 07:17:14,358 - pyskl - INFO - Epoch [84][200/7492] lr: 2.082e-02, eta: 3 days, 0:53:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3066, top5_acc: 0.5637, loss_cls: 7.6157, loss: 7.6157 2025-08-16 07:18:07,060 - pyskl - INFO - Epoch [84][300/7492] lr: 2.081e-02, eta: 3 days, 0:52:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5634, loss_cls: 7.6244, loss: 7.6244 2025-08-16 07:18:59,715 - pyskl - INFO - Epoch [84][400/7492] lr: 2.080e-02, eta: 3 days, 0:51:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5497, loss_cls: 7.7579, loss: 7.7579 2025-08-16 07:19:52,215 - pyskl - INFO - Epoch [84][500/7492] lr: 2.080e-02, eta: 3 days, 0:50:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5613, loss_cls: 7.6864, loss: 7.6864 2025-08-16 07:20:44,827 - pyskl - INFO - Epoch [84][600/7492] lr: 2.079e-02, eta: 3 days, 0:50:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5563, loss_cls: 7.6764, loss: 7.6764 2025-08-16 07:21:37,492 - pyskl - INFO - Epoch [84][700/7492] lr: 2.078e-02, eta: 3 days, 0:49:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5631, loss_cls: 7.6392, loss: 7.6392 2025-08-16 07:22:29,990 - pyskl - INFO - Epoch [84][800/7492] lr: 2.078e-02, eta: 3 days, 0:48:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5619, loss_cls: 7.6689, loss: 7.6689 2025-08-16 07:23:22,750 - pyskl - INFO - Epoch [84][900/7492] lr: 2.077e-02, eta: 3 days, 0:47:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5544, loss_cls: 7.6944, loss: 7.6944 2025-08-16 07:24:15,663 - pyskl - INFO - Epoch [84][1000/7492] lr: 2.076e-02, eta: 3 days, 0:46:32, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5669, loss_cls: 7.7025, loss: 7.7025 2025-08-16 07:25:08,598 - pyskl - INFO - Epoch [84][1100/7492] lr: 2.076e-02, eta: 3 days, 0:45:40, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5553, loss_cls: 7.6701, loss: 7.6701 2025-08-16 07:26:01,009 - pyskl - INFO - Epoch [84][1200/7492] lr: 2.075e-02, eta: 3 days, 0:44:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5566, loss_cls: 7.6502, loss: 7.6502 2025-08-16 07:26:53,682 - pyskl - INFO - Epoch [84][1300/7492] lr: 2.074e-02, eta: 3 days, 0:43:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5550, loss_cls: 7.7480, loss: 7.7480 2025-08-16 07:27:46,171 - pyskl - INFO - Epoch [84][1400/7492] lr: 2.073e-02, eta: 3 days, 0:43:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5778, loss_cls: 7.5348, loss: 7.5348 2025-08-16 07:28:39,027 - pyskl - INFO - Epoch [84][1500/7492] lr: 2.073e-02, eta: 3 days, 0:42:12, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5653, loss_cls: 7.6449, loss: 7.6449 2025-08-16 07:29:31,852 - pyskl - INFO - Epoch [84][1600/7492] lr: 2.072e-02, eta: 3 days, 0:41:20, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3006, top5_acc: 0.5591, loss_cls: 7.7282, loss: 7.7282 2025-08-16 07:30:24,771 - pyskl - INFO - Epoch [84][1700/7492] lr: 2.071e-02, eta: 3 days, 0:40:28, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5700, loss_cls: 7.6557, loss: 7.6557 2025-08-16 07:31:17,700 - pyskl - INFO - Epoch [84][1800/7492] lr: 2.071e-02, eta: 3 days, 0:39:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5591, loss_cls: 7.6462, loss: 7.6462 2025-08-16 07:32:10,193 - pyskl - INFO - Epoch [84][1900/7492] lr: 2.070e-02, eta: 3 days, 0:38:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5756, loss_cls: 7.6510, loss: 7.6510 2025-08-16 07:33:02,799 - pyskl - INFO - Epoch [84][2000/7492] lr: 2.069e-02, eta: 3 days, 0:37:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5694, loss_cls: 7.6523, loss: 7.6523 2025-08-16 07:33:55,148 - pyskl - INFO - Epoch [84][2100/7492] lr: 2.069e-02, eta: 3 days, 0:37:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5434, loss_cls: 7.7857, loss: 7.7857 2025-08-16 07:34:47,612 - pyskl - INFO - Epoch [84][2200/7492] lr: 2.068e-02, eta: 3 days, 0:36:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5528, loss_cls: 7.7112, loss: 7.7112 2025-08-16 07:35:40,022 - pyskl - INFO - Epoch [84][2300/7492] lr: 2.067e-02, eta: 3 days, 0:35:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5641, loss_cls: 7.7325, loss: 7.7325 2025-08-16 07:36:32,636 - pyskl - INFO - Epoch [84][2400/7492] lr: 2.067e-02, eta: 3 days, 0:34:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5537, loss_cls: 7.8321, loss: 7.8321 2025-08-16 07:37:25,014 - pyskl - INFO - Epoch [84][2500/7492] lr: 2.066e-02, eta: 3 days, 0:33:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5375, loss_cls: 7.8447, loss: 7.8447 2025-08-16 07:38:17,718 - pyskl - INFO - Epoch [84][2600/7492] lr: 2.065e-02, eta: 3 days, 0:32:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5484, loss_cls: 7.7847, loss: 7.7847 2025-08-16 07:39:10,180 - pyskl - INFO - Epoch [84][2700/7492] lr: 2.064e-02, eta: 3 days, 0:31:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 7.7439, loss: 7.7439 2025-08-16 07:40:02,583 - pyskl - INFO - Epoch [84][2800/7492] lr: 2.064e-02, eta: 3 days, 0:30:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5625, loss_cls: 7.6431, loss: 7.6431 2025-08-16 07:40:55,357 - pyskl - INFO - Epoch [84][2900/7492] lr: 2.063e-02, eta: 3 days, 0:30:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5581, loss_cls: 7.8078, loss: 7.8078 2025-08-16 07:41:47,761 - pyskl - INFO - Epoch [84][3000/7492] lr: 2.062e-02, eta: 3 days, 0:29:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5503, loss_cls: 7.6923, loss: 7.6923 2025-08-16 07:42:40,134 - pyskl - INFO - Epoch [84][3100/7492] lr: 2.062e-02, eta: 3 days, 0:28:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5509, loss_cls: 7.8221, loss: 7.8221 2025-08-16 07:43:32,462 - pyskl - INFO - Epoch [84][3200/7492] lr: 2.061e-02, eta: 3 days, 0:27:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3006, top5_acc: 0.5497, loss_cls: 7.7056, loss: 7.7056 2025-08-16 07:44:25,132 - pyskl - INFO - Epoch [84][3300/7492] lr: 2.060e-02, eta: 3 days, 0:26:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3050, top5_acc: 0.5616, loss_cls: 7.7098, loss: 7.7098 2025-08-16 07:45:17,536 - pyskl - INFO - Epoch [84][3400/7492] lr: 2.060e-02, eta: 3 days, 0:25:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2991, top5_acc: 0.5497, loss_cls: 7.7889, loss: 7.7889 2025-08-16 07:46:10,049 - pyskl - INFO - Epoch [84][3500/7492] lr: 2.059e-02, eta: 3 days, 0:24:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2928, top5_acc: 0.5522, loss_cls: 7.7553, loss: 7.7553 2025-08-16 07:47:02,608 - pyskl - INFO - Epoch [84][3600/7492] lr: 2.058e-02, eta: 3 days, 0:23:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2900, top5_acc: 0.5484, loss_cls: 7.7520, loss: 7.7520 2025-08-16 07:47:55,236 - pyskl - INFO - Epoch [84][3700/7492] lr: 2.058e-02, eta: 3 days, 0:23:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5534, loss_cls: 7.8010, loss: 7.8010 2025-08-16 07:48:47,656 - pyskl - INFO - Epoch [84][3800/7492] lr: 2.057e-02, eta: 3 days, 0:22:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5613, loss_cls: 7.7538, loss: 7.7538 2025-08-16 07:49:40,302 - pyskl - INFO - Epoch [84][3900/7492] lr: 2.056e-02, eta: 3 days, 0:21:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2991, top5_acc: 0.5425, loss_cls: 7.8116, loss: 7.8116 2025-08-16 07:50:33,268 - pyskl - INFO - Epoch [84][4000/7492] lr: 2.056e-02, eta: 3 days, 0:20:30, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5534, loss_cls: 7.7410, loss: 7.7410 2025-08-16 07:51:26,122 - pyskl - INFO - Epoch [84][4100/7492] lr: 2.055e-02, eta: 3 days, 0:19:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2844, top5_acc: 0.5409, loss_cls: 7.8325, loss: 7.8325 2025-08-16 07:52:18,935 - pyskl - INFO - Epoch [84][4200/7492] lr: 2.054e-02, eta: 3 days, 0:18:46, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5603, loss_cls: 7.7118, loss: 7.7118 2025-08-16 07:53:11,640 - pyskl - INFO - Epoch [84][4300/7492] lr: 2.053e-02, eta: 3 days, 0:17:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3016, top5_acc: 0.5587, loss_cls: 7.7490, loss: 7.7490 2025-08-16 07:54:04,005 - pyskl - INFO - Epoch [84][4400/7492] lr: 2.053e-02, eta: 3 days, 0:17:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2875, top5_acc: 0.5522, loss_cls: 7.8447, loss: 7.8447 2025-08-16 07:54:56,458 - pyskl - INFO - Epoch [84][4500/7492] lr: 2.052e-02, eta: 3 days, 0:16:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2928, top5_acc: 0.5437, loss_cls: 7.7801, loss: 7.7801 2025-08-16 07:55:48,865 - pyskl - INFO - Epoch [84][4600/7492] lr: 2.051e-02, eta: 3 days, 0:15:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5503, loss_cls: 7.7168, loss: 7.7168 2025-08-16 07:56:41,360 - pyskl - INFO - Epoch [84][4700/7492] lr: 2.051e-02, eta: 3 days, 0:14:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5487, loss_cls: 7.7577, loss: 7.7577 2025-08-16 07:57:34,072 - pyskl - INFO - Epoch [84][4800/7492] lr: 2.050e-02, eta: 3 days, 0:13:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5500, loss_cls: 7.6728, loss: 7.6728 2025-08-16 07:58:26,537 - pyskl - INFO - Epoch [84][4900/7492] lr: 2.049e-02, eta: 3 days, 0:12:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3100, top5_acc: 0.5578, loss_cls: 7.7532, loss: 7.7532 2025-08-16 07:59:19,103 - pyskl - INFO - Epoch [84][5000/7492] lr: 2.049e-02, eta: 3 days, 0:11:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3066, top5_acc: 0.5559, loss_cls: 7.7391, loss: 7.7391 2025-08-16 08:00:11,711 - pyskl - INFO - Epoch [84][5100/7492] lr: 2.048e-02, eta: 3 days, 0:10:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5600, loss_cls: 7.7393, loss: 7.7393 2025-08-16 08:01:04,470 - pyskl - INFO - Epoch [84][5200/7492] lr: 2.047e-02, eta: 3 days, 0:10:05, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5691, loss_cls: 7.6577, loss: 7.6577 2025-08-16 08:01:56,954 - pyskl - INFO - Epoch [84][5300/7492] lr: 2.047e-02, eta: 3 days, 0:09:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5437, loss_cls: 7.7641, loss: 7.7641 2025-08-16 08:02:49,380 - pyskl - INFO - Epoch [84][5400/7492] lr: 2.046e-02, eta: 3 days, 0:08:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2825, top5_acc: 0.5413, loss_cls: 7.8537, loss: 7.8537 2025-08-16 08:03:42,239 - pyskl - INFO - Epoch [84][5500/7492] lr: 2.045e-02, eta: 3 days, 0:07:29, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5619, loss_cls: 7.6879, loss: 7.6879 2025-08-16 08:04:34,904 - pyskl - INFO - Epoch [84][5600/7492] lr: 2.045e-02, eta: 3 days, 0:06:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2928, top5_acc: 0.5459, loss_cls: 7.8136, loss: 7.8136 2025-08-16 08:05:27,530 - pyskl - INFO - Epoch [84][5700/7492] lr: 2.044e-02, eta: 3 days, 0:05:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2769, top5_acc: 0.5319, loss_cls: 7.8906, loss: 7.8906 2025-08-16 08:06:20,199 - pyskl - INFO - Epoch [84][5800/7492] lr: 2.043e-02, eta: 3 days, 0:04:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5444, loss_cls: 7.7246, loss: 7.7246 2025-08-16 08:07:13,355 - pyskl - INFO - Epoch [84][5900/7492] lr: 2.042e-02, eta: 3 days, 0:04:01, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.3022, top5_acc: 0.5528, loss_cls: 7.7252, loss: 7.7252 2025-08-16 08:08:05,629 - pyskl - INFO - Epoch [84][6000/7492] lr: 2.042e-02, eta: 3 days, 0:03:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2838, top5_acc: 0.5331, loss_cls: 7.7669, loss: 7.7669 2025-08-16 08:08:58,188 - pyskl - INFO - Epoch [84][6100/7492] lr: 2.041e-02, eta: 3 days, 0:02:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2894, top5_acc: 0.5566, loss_cls: 7.7127, loss: 7.7127 2025-08-16 08:09:50,787 - pyskl - INFO - Epoch [84][6200/7492] lr: 2.040e-02, eta: 3 days, 0:01:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3006, top5_acc: 0.5522, loss_cls: 7.7485, loss: 7.7485 2025-08-16 08:10:43,363 - pyskl - INFO - Epoch [84][6300/7492] lr: 2.040e-02, eta: 3 days, 0:00:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5500, loss_cls: 7.8469, loss: 7.8469 2025-08-16 08:11:35,973 - pyskl - INFO - Epoch [84][6400/7492] lr: 2.039e-02, eta: 2 days, 23:59:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5441, loss_cls: 7.8268, loss: 7.8268 2025-08-16 08:12:28,491 - pyskl - INFO - Epoch [84][6500/7492] lr: 2.038e-02, eta: 2 days, 23:58:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5450, loss_cls: 7.8159, loss: 7.8159 2025-08-16 08:13:20,666 - pyskl - INFO - Epoch [84][6600/7492] lr: 2.038e-02, eta: 2 days, 23:57:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5691, loss_cls: 7.6895, loss: 7.6895 2025-08-16 08:14:13,067 - pyskl - INFO - Epoch [84][6700/7492] lr: 2.037e-02, eta: 2 days, 23:57:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5578, loss_cls: 7.7395, loss: 7.7395 2025-08-16 08:15:05,457 - pyskl - INFO - Epoch [84][6800/7492] lr: 2.036e-02, eta: 2 days, 23:56:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2953, top5_acc: 0.5541, loss_cls: 7.7949, loss: 7.7949 2025-08-16 08:15:58,028 - pyskl - INFO - Epoch [84][6900/7492] lr: 2.036e-02, eta: 2 days, 23:55:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2841, top5_acc: 0.5334, loss_cls: 7.8349, loss: 7.8349 2025-08-16 08:16:50,695 - pyskl - INFO - Epoch [84][7000/7492] lr: 2.035e-02, eta: 2 days, 23:54:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5613, loss_cls: 7.6510, loss: 7.6510 2025-08-16 08:17:43,223 - pyskl - INFO - Epoch [84][7100/7492] lr: 2.034e-02, eta: 2 days, 23:53:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3066, top5_acc: 0.5566, loss_cls: 7.6455, loss: 7.6455 2025-08-16 08:18:35,806 - pyskl - INFO - Epoch [84][7200/7492] lr: 2.034e-02, eta: 2 days, 23:52:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5363, loss_cls: 7.8065, loss: 7.8065 2025-08-16 08:19:28,454 - pyskl - INFO - Epoch [84][7300/7492] lr: 2.033e-02, eta: 2 days, 23:51:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3016, top5_acc: 0.5453, loss_cls: 7.6969, loss: 7.6969 2025-08-16 08:20:21,327 - pyskl - INFO - Epoch [84][7400/7492] lr: 2.032e-02, eta: 2 days, 23:50:59, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5503, loss_cls: 7.7033, loss: 7.7033 2025-08-16 08:21:10,712 - pyskl - INFO - Saving checkpoint at 84 epochs 2025-08-16 08:22:06,647 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 08:22:07,391 - pyskl - INFO - top1_acc 0.2487 top5_acc 0.4893 2025-08-16 08:22:07,392 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 08:22:07,441 - pyskl - INFO - mean_acc 0.2486 2025-08-16 08:22:07,454 - pyskl - INFO - Epoch(val) [84][617] top1_acc: 0.2487, top5_acc: 0.4893, mean_class_accuracy: 0.2486 2025-08-16 08:23:29,017 - pyskl - INFO - Epoch [85][100/7492] lr: 2.031e-02, eta: 2 days, 23:49:04, time: 0.816, data_time: 0.295, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5609, loss_cls: 7.7398, loss: 7.7398 2025-08-16 08:24:21,364 - pyskl - INFO - Epoch [85][200/7492] lr: 2.030e-02, eta: 2 days, 23:48:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5500, loss_cls: 7.7847, loss: 7.7847 2025-08-16 08:25:13,650 - pyskl - INFO - Epoch [85][300/7492] lr: 2.029e-02, eta: 2 days, 23:47:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5722, loss_cls: 7.6031, loss: 7.6031 2025-08-16 08:26:06,455 - pyskl - INFO - Epoch [85][400/7492] lr: 2.029e-02, eta: 2 days, 23:46:28, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5659, loss_cls: 7.6059, loss: 7.6059 2025-08-16 08:26:58,633 - pyskl - INFO - Epoch [85][500/7492] lr: 2.028e-02, eta: 2 days, 23:45:35, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5613, loss_cls: 7.7514, loss: 7.7514 2025-08-16 08:27:50,867 - pyskl - INFO - Epoch [85][600/7492] lr: 2.027e-02, eta: 2 days, 23:44:43, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5775, loss_cls: 7.5857, loss: 7.5857 2025-08-16 08:28:43,126 - pyskl - INFO - Epoch [85][700/7492] lr: 2.027e-02, eta: 2 days, 23:43:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2947, top5_acc: 0.5419, loss_cls: 7.7290, loss: 7.7290 2025-08-16 08:29:35,856 - pyskl - INFO - Epoch [85][800/7492] lr: 2.026e-02, eta: 2 days, 23:42:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5625, loss_cls: 7.7515, loss: 7.7515 2025-08-16 08:30:28,114 - pyskl - INFO - Epoch [85][900/7492] lr: 2.025e-02, eta: 2 days, 23:42:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5472, loss_cls: 7.7711, loss: 7.7711 2025-08-16 08:31:20,552 - pyskl - INFO - Epoch [85][1000/7492] lr: 2.025e-02, eta: 2 days, 23:41:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5591, loss_cls: 7.6989, loss: 7.6989 2025-08-16 08:32:13,085 - pyskl - INFO - Epoch [85][1100/7492] lr: 2.024e-02, eta: 2 days, 23:40:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5631, loss_cls: 7.6910, loss: 7.6910 2025-08-16 08:33:05,849 - pyskl - INFO - Epoch [85][1200/7492] lr: 2.023e-02, eta: 2 days, 23:39:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3056, top5_acc: 0.5669, loss_cls: 7.6700, loss: 7.6700 2025-08-16 08:33:58,265 - pyskl - INFO - Epoch [85][1300/7492] lr: 2.023e-02, eta: 2 days, 23:38:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5463, loss_cls: 7.7624, loss: 7.7624 2025-08-16 08:34:50,649 - pyskl - INFO - Epoch [85][1400/7492] lr: 2.022e-02, eta: 2 days, 23:37:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5600, loss_cls: 7.6587, loss: 7.6587 2025-08-16 08:35:43,546 - pyskl - INFO - Epoch [85][1500/7492] lr: 2.021e-02, eta: 2 days, 23:36:54, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5437, loss_cls: 7.7875, loss: 7.7875 2025-08-16 08:36:35,841 - pyskl - INFO - Epoch [85][1600/7492] lr: 2.021e-02, eta: 2 days, 23:36:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2816, top5_acc: 0.5425, loss_cls: 7.7721, loss: 7.7721 2025-08-16 08:37:28,214 - pyskl - INFO - Epoch [85][1700/7492] lr: 2.020e-02, eta: 2 days, 23:35:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5566, loss_cls: 7.7409, loss: 7.7409 2025-08-16 08:38:20,487 - pyskl - INFO - Epoch [85][1800/7492] lr: 2.019e-02, eta: 2 days, 23:34:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5509, loss_cls: 7.7394, loss: 7.7394 2025-08-16 08:39:12,866 - pyskl - INFO - Epoch [85][1900/7492] lr: 2.019e-02, eta: 2 days, 23:33:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3113, top5_acc: 0.5534, loss_cls: 7.6617, loss: 7.6617 2025-08-16 08:40:05,052 - pyskl - INFO - Epoch [85][2000/7492] lr: 2.018e-02, eta: 2 days, 23:32:32, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5556, loss_cls: 7.7343, loss: 7.7343 2025-08-16 08:40:57,666 - pyskl - INFO - Epoch [85][2100/7492] lr: 2.017e-02, eta: 2 days, 23:31:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5600, loss_cls: 7.6471, loss: 7.6471 2025-08-16 08:41:50,050 - pyskl - INFO - Epoch [85][2200/7492] lr: 2.016e-02, eta: 2 days, 23:30:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2941, top5_acc: 0.5637, loss_cls: 7.6808, loss: 7.6808 2025-08-16 08:42:42,432 - pyskl - INFO - Epoch [85][2300/7492] lr: 2.016e-02, eta: 2 days, 23:29:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5494, loss_cls: 7.6296, loss: 7.6296 2025-08-16 08:43:34,755 - pyskl - INFO - Epoch [85][2400/7492] lr: 2.015e-02, eta: 2 days, 23:29:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5603, loss_cls: 7.6867, loss: 7.6867 2025-08-16 08:44:27,029 - pyskl - INFO - Epoch [85][2500/7492] lr: 2.014e-02, eta: 2 days, 23:28:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5709, loss_cls: 7.6678, loss: 7.6678 2025-08-16 08:45:19,607 - pyskl - INFO - Epoch [85][2600/7492] lr: 2.014e-02, eta: 2 days, 23:27:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5603, loss_cls: 7.6710, loss: 7.6710 2025-08-16 08:46:12,006 - pyskl - INFO - Epoch [85][2700/7492] lr: 2.013e-02, eta: 2 days, 23:26:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3122, top5_acc: 0.5578, loss_cls: 7.7490, loss: 7.7490 2025-08-16 08:47:04,079 - pyskl - INFO - Epoch [85][2800/7492] lr: 2.012e-02, eta: 2 days, 23:25:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2953, top5_acc: 0.5437, loss_cls: 7.8057, loss: 7.8057 2025-08-16 08:47:56,347 - pyskl - INFO - Epoch [85][2900/7492] lr: 2.012e-02, eta: 2 days, 23:24:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3056, top5_acc: 0.5578, loss_cls: 7.7084, loss: 7.7084 2025-08-16 08:48:48,662 - pyskl - INFO - Epoch [85][3000/7492] lr: 2.011e-02, eta: 2 days, 23:23:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3122, top5_acc: 0.5613, loss_cls: 7.6925, loss: 7.6925 2025-08-16 08:49:40,893 - pyskl - INFO - Epoch [85][3100/7492] lr: 2.010e-02, eta: 2 days, 23:22:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5469, loss_cls: 7.8095, loss: 7.8095 2025-08-16 08:50:32,828 - pyskl - INFO - Epoch [85][3200/7492] lr: 2.010e-02, eta: 2 days, 23:22:05, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.2984, top5_acc: 0.5563, loss_cls: 7.7272, loss: 7.7272 2025-08-16 08:51:24,792 - pyskl - INFO - Epoch [85][3300/7492] lr: 2.009e-02, eta: 2 days, 23:21:12, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5594, loss_cls: 7.7028, loss: 7.7028 2025-08-16 08:52:17,048 - pyskl - INFO - Epoch [85][3400/7492] lr: 2.008e-02, eta: 2 days, 23:20:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5637, loss_cls: 7.7624, loss: 7.7624 2025-08-16 08:53:09,053 - pyskl - INFO - Epoch [85][3500/7492] lr: 2.008e-02, eta: 2 days, 23:19:28, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3016, top5_acc: 0.5447, loss_cls: 7.7543, loss: 7.7543 2025-08-16 08:54:01,588 - pyskl - INFO - Epoch [85][3600/7492] lr: 2.007e-02, eta: 2 days, 23:18:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3056, top5_acc: 0.5634, loss_cls: 7.6248, loss: 7.6248 2025-08-16 08:54:54,201 - pyskl - INFO - Epoch [85][3700/7492] lr: 2.006e-02, eta: 2 days, 23:17:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5663, loss_cls: 7.7364, loss: 7.7364 2025-08-16 08:55:46,738 - pyskl - INFO - Epoch [85][3800/7492] lr: 2.005e-02, eta: 2 days, 23:16:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5694, loss_cls: 7.6472, loss: 7.6472 2025-08-16 08:56:39,080 - pyskl - INFO - Epoch [85][3900/7492] lr: 2.005e-02, eta: 2 days, 23:15:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3066, top5_acc: 0.5637, loss_cls: 7.6899, loss: 7.6899 2025-08-16 08:57:31,446 - pyskl - INFO - Epoch [85][4000/7492] lr: 2.004e-02, eta: 2 days, 23:15:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5687, loss_cls: 7.6333, loss: 7.6333 2025-08-16 08:58:24,009 - pyskl - INFO - Epoch [85][4100/7492] lr: 2.003e-02, eta: 2 days, 23:14:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5350, loss_cls: 7.8648, loss: 7.8648 2025-08-16 08:59:16,693 - pyskl - INFO - Epoch [85][4200/7492] lr: 2.003e-02, eta: 2 days, 23:13:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5531, loss_cls: 7.7319, loss: 7.7319 2025-08-16 09:00:09,137 - pyskl - INFO - Epoch [85][4300/7492] lr: 2.002e-02, eta: 2 days, 23:12:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5550, loss_cls: 7.7715, loss: 7.7715 2025-08-16 09:01:01,537 - pyskl - INFO - Epoch [85][4400/7492] lr: 2.001e-02, eta: 2 days, 23:11:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5528, loss_cls: 7.7000, loss: 7.7000 2025-08-16 09:01:54,066 - pyskl - INFO - Epoch [85][4500/7492] lr: 2.001e-02, eta: 2 days, 23:10:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3028, top5_acc: 0.5572, loss_cls: 7.6898, loss: 7.6898 2025-08-16 09:02:46,519 - pyskl - INFO - Epoch [85][4600/7492] lr: 2.000e-02, eta: 2 days, 23:09:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5566, loss_cls: 7.7394, loss: 7.7394 2025-08-16 09:03:38,944 - pyskl - INFO - Epoch [85][4700/7492] lr: 1.999e-02, eta: 2 days, 23:09:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3103, top5_acc: 0.5516, loss_cls: 7.7191, loss: 7.7191 2025-08-16 09:04:31,599 - pyskl - INFO - Epoch [85][4800/7492] lr: 1.999e-02, eta: 2 days, 23:08:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5737, loss_cls: 7.5752, loss: 7.5752 2025-08-16 09:05:24,052 - pyskl - INFO - Epoch [85][4900/7492] lr: 1.998e-02, eta: 2 days, 23:07:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2978, top5_acc: 0.5531, loss_cls: 7.7626, loss: 7.7626 2025-08-16 09:06:16,555 - pyskl - INFO - Epoch [85][5000/7492] lr: 1.997e-02, eta: 2 days, 23:06:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5547, loss_cls: 7.7279, loss: 7.7279 2025-08-16 09:07:09,037 - pyskl - INFO - Epoch [85][5100/7492] lr: 1.997e-02, eta: 2 days, 23:05:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5516, loss_cls: 7.7573, loss: 7.7573 2025-08-16 09:08:01,518 - pyskl - INFO - Epoch [85][5200/7492] lr: 1.996e-02, eta: 2 days, 23:04:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2759, top5_acc: 0.5459, loss_cls: 7.7814, loss: 7.7814 2025-08-16 09:08:53,905 - pyskl - INFO - Epoch [85][5300/7492] lr: 1.995e-02, eta: 2 days, 23:03:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5466, loss_cls: 7.7172, loss: 7.7172 2025-08-16 09:09:46,497 - pyskl - INFO - Epoch [85][5400/7492] lr: 1.995e-02, eta: 2 days, 23:02:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5594, loss_cls: 7.7300, loss: 7.7300 2025-08-16 09:10:39,034 - pyskl - INFO - Epoch [85][5500/7492] lr: 1.994e-02, eta: 2 days, 23:02:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3019, top5_acc: 0.5434, loss_cls: 7.7552, loss: 7.7552 2025-08-16 09:11:31,733 - pyskl - INFO - Epoch [85][5600/7492] lr: 1.993e-02, eta: 2 days, 23:01:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5566, loss_cls: 7.7610, loss: 7.7610 2025-08-16 09:12:24,497 - pyskl - INFO - Epoch [85][5700/7492] lr: 1.992e-02, eta: 2 days, 23:00:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5600, loss_cls: 7.6762, loss: 7.6762 2025-08-16 09:13:16,971 - pyskl - INFO - Epoch [85][5800/7492] lr: 1.992e-02, eta: 2 days, 22:59:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5641, loss_cls: 7.7027, loss: 7.7027 2025-08-16 09:14:09,434 - pyskl - INFO - Epoch [85][5900/7492] lr: 1.991e-02, eta: 2 days, 22:58:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5644, loss_cls: 7.7056, loss: 7.7056 2025-08-16 09:15:02,114 - pyskl - INFO - Epoch [85][6000/7492] lr: 1.990e-02, eta: 2 days, 22:57:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5478, loss_cls: 7.7780, loss: 7.7780 2025-08-16 09:15:54,680 - pyskl - INFO - Epoch [85][6100/7492] lr: 1.990e-02, eta: 2 days, 22:56:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5525, loss_cls: 7.7792, loss: 7.7792 2025-08-16 09:16:47,236 - pyskl - INFO - Epoch [85][6200/7492] lr: 1.989e-02, eta: 2 days, 22:56:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2853, top5_acc: 0.5434, loss_cls: 7.7956, loss: 7.7956 2025-08-16 09:17:40,086 - pyskl - INFO - Epoch [85][6300/7492] lr: 1.988e-02, eta: 2 days, 22:55:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5722, loss_cls: 7.5701, loss: 7.5701 2025-08-16 09:18:32,669 - pyskl - INFO - Epoch [85][6400/7492] lr: 1.988e-02, eta: 2 days, 22:54:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5625, loss_cls: 7.6823, loss: 7.6823 2025-08-16 09:19:25,413 - pyskl - INFO - Epoch [85][6500/7492] lr: 1.987e-02, eta: 2 days, 22:53:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5534, loss_cls: 7.7552, loss: 7.7552 2025-08-16 09:20:17,933 - pyskl - INFO - Epoch [85][6600/7492] lr: 1.986e-02, eta: 2 days, 22:52:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3166, top5_acc: 0.5616, loss_cls: 7.6415, loss: 7.6415 2025-08-16 09:21:10,429 - pyskl - INFO - Epoch [85][6700/7492] lr: 1.986e-02, eta: 2 days, 22:51:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5537, loss_cls: 7.6064, loss: 7.6064 2025-08-16 09:22:02,947 - pyskl - INFO - Epoch [85][6800/7492] lr: 1.985e-02, eta: 2 days, 22:50:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5569, loss_cls: 7.7802, loss: 7.7802 2025-08-16 09:22:55,418 - pyskl - INFO - Epoch [85][6900/7492] lr: 1.984e-02, eta: 2 days, 22:49:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5547, loss_cls: 7.7697, loss: 7.7697 2025-08-16 09:23:48,378 - pyskl - INFO - Epoch [85][7000/7492] lr: 1.984e-02, eta: 2 days, 22:49:04, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2944, top5_acc: 0.5622, loss_cls: 7.7264, loss: 7.7264 2025-08-16 09:24:40,860 - pyskl - INFO - Epoch [85][7100/7492] lr: 1.983e-02, eta: 2 days, 22:48:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5581, loss_cls: 7.6324, loss: 7.6324 2025-08-16 09:25:33,267 - pyskl - INFO - Epoch [85][7200/7492] lr: 1.982e-02, eta: 2 days, 22:47:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3053, top5_acc: 0.5534, loss_cls: 7.8335, loss: 7.8335 2025-08-16 09:26:25,829 - pyskl - INFO - Epoch [85][7300/7492] lr: 1.982e-02, eta: 2 days, 22:46:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5519, loss_cls: 7.7888, loss: 7.7888 2025-08-16 09:27:18,490 - pyskl - INFO - Epoch [85][7400/7492] lr: 1.981e-02, eta: 2 days, 22:45:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2978, top5_acc: 0.5466, loss_cls: 7.8226, loss: 7.8226 2025-08-16 09:28:07,670 - pyskl - INFO - Saving checkpoint at 85 epochs 2025-08-16 09:29:02,118 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 09:29:02,863 - pyskl - INFO - top1_acc 0.2639 top5_acc 0.5100 2025-08-16 09:29:02,864 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 09:29:02,907 - pyskl - INFO - mean_acc 0.2639 2025-08-16 09:29:02,967 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_83.pth was removed 2025-08-16 09:29:04,055 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_85.pth. 2025-08-16 09:29:04,056 - pyskl - INFO - Best top1_acc is 0.2639 at 85 epoch. 2025-08-16 09:29:04,073 - pyskl - INFO - Epoch(val) [85][617] top1_acc: 0.2639, top5_acc: 0.5100, mean_class_accuracy: 0.2639 2025-08-16 09:30:25,905 - pyskl - INFO - Epoch [86][100/7492] lr: 1.980e-02, eta: 2 days, 22:43:41, time: 0.818, data_time: 0.294, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5737, loss_cls: 7.5842, loss: 7.5842 2025-08-16 09:31:18,114 - pyskl - INFO - Epoch [86][200/7492] lr: 1.979e-02, eta: 2 days, 22:42:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5781, loss_cls: 7.6844, loss: 7.6844 2025-08-16 09:32:10,602 - pyskl - INFO - Epoch [86][300/7492] lr: 1.978e-02, eta: 2 days, 22:41:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5634, loss_cls: 7.6715, loss: 7.6715 2025-08-16 09:33:02,897 - pyskl - INFO - Epoch [86][400/7492] lr: 1.977e-02, eta: 2 days, 22:41:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3022, top5_acc: 0.5656, loss_cls: 7.7013, loss: 7.7013 2025-08-16 09:33:55,172 - pyskl - INFO - Epoch [86][500/7492] lr: 1.977e-02, eta: 2 days, 22:40:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5659, loss_cls: 7.5638, loss: 7.5638 2025-08-16 09:34:47,563 - pyskl - INFO - Epoch [86][600/7492] lr: 1.976e-02, eta: 2 days, 22:39:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5663, loss_cls: 7.7131, loss: 7.7131 2025-08-16 09:35:39,867 - pyskl - INFO - Epoch [86][700/7492] lr: 1.975e-02, eta: 2 days, 22:38:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5509, loss_cls: 7.7157, loss: 7.7157 2025-08-16 09:36:32,603 - pyskl - INFO - Epoch [86][800/7492] lr: 1.975e-02, eta: 2 days, 22:37:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3009, top5_acc: 0.5547, loss_cls: 7.7081, loss: 7.7081 2025-08-16 09:37:25,021 - pyskl - INFO - Epoch [86][900/7492] lr: 1.974e-02, eta: 2 days, 22:36:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5600, loss_cls: 7.7591, loss: 7.7591 2025-08-16 09:38:17,561 - pyskl - INFO - Epoch [86][1000/7492] lr: 1.973e-02, eta: 2 days, 22:35:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 7.6985, loss: 7.6985 2025-08-16 09:39:10,334 - pyskl - INFO - Epoch [86][1100/7492] lr: 1.973e-02, eta: 2 days, 22:34:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5606, loss_cls: 7.6568, loss: 7.6568 2025-08-16 09:40:02,727 - pyskl - INFO - Epoch [86][1200/7492] lr: 1.972e-02, eta: 2 days, 22:34:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5466, loss_cls: 7.7449, loss: 7.7449 2025-08-16 09:40:55,118 - pyskl - INFO - Epoch [86][1300/7492] lr: 1.971e-02, eta: 2 days, 22:33:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3059, top5_acc: 0.5741, loss_cls: 7.6512, loss: 7.6512 2025-08-16 09:41:47,863 - pyskl - INFO - Epoch [86][1400/7492] lr: 1.971e-02, eta: 2 days, 22:32:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5828, loss_cls: 7.5700, loss: 7.5700 2025-08-16 09:42:40,618 - pyskl - INFO - Epoch [86][1500/7492] lr: 1.970e-02, eta: 2 days, 22:31:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5663, loss_cls: 7.5747, loss: 7.5747 2025-08-16 09:43:32,840 - pyskl - INFO - Epoch [86][1600/7492] lr: 1.969e-02, eta: 2 days, 22:30:38, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5663, loss_cls: 7.7108, loss: 7.7108 2025-08-16 09:44:24,907 - pyskl - INFO - Epoch [86][1700/7492] lr: 1.969e-02, eta: 2 days, 22:29:46, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2850, top5_acc: 0.5487, loss_cls: 7.7595, loss: 7.7595 2025-08-16 09:45:17,136 - pyskl - INFO - Epoch [86][1800/7492] lr: 1.968e-02, eta: 2 days, 22:28:53, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3181, top5_acc: 0.5659, loss_cls: 7.6948, loss: 7.6948 2025-08-16 09:46:09,470 - pyskl - INFO - Epoch [86][1900/7492] lr: 1.967e-02, eta: 2 days, 22:28:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5650, loss_cls: 7.6363, loss: 7.6363 2025-08-16 09:47:01,511 - pyskl - INFO - Epoch [86][2000/7492] lr: 1.967e-02, eta: 2 days, 22:27:09, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3100, top5_acc: 0.5759, loss_cls: 7.6955, loss: 7.6955 2025-08-16 09:47:53,643 - pyskl - INFO - Epoch [86][2100/7492] lr: 1.966e-02, eta: 2 days, 22:26:16, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5581, loss_cls: 7.7609, loss: 7.7609 2025-08-16 09:48:45,852 - pyskl - INFO - Epoch [86][2200/7492] lr: 1.965e-02, eta: 2 days, 22:25:24, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2991, top5_acc: 0.5453, loss_cls: 7.7996, loss: 7.7996 2025-08-16 09:49:38,091 - pyskl - INFO - Epoch [86][2300/7492] lr: 1.965e-02, eta: 2 days, 22:24:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3072, top5_acc: 0.5584, loss_cls: 7.6513, loss: 7.6513 2025-08-16 09:50:30,007 - pyskl - INFO - Epoch [86][2400/7492] lr: 1.964e-02, eta: 2 days, 22:23:39, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5675, loss_cls: 7.6069, loss: 7.6069 2025-08-16 09:51:22,207 - pyskl - INFO - Epoch [86][2500/7492] lr: 1.963e-02, eta: 2 days, 22:22:47, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2947, top5_acc: 0.5647, loss_cls: 7.6761, loss: 7.6761 2025-08-16 09:52:14,788 - pyskl - INFO - Epoch [86][2600/7492] lr: 1.962e-02, eta: 2 days, 22:21:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3113, top5_acc: 0.5619, loss_cls: 7.6614, loss: 7.6614 2025-08-16 09:53:06,899 - pyskl - INFO - Epoch [86][2700/7492] lr: 1.962e-02, eta: 2 days, 22:21:02, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5531, loss_cls: 7.7206, loss: 7.7206 2025-08-16 09:53:59,321 - pyskl - INFO - Epoch [86][2800/7492] lr: 1.961e-02, eta: 2 days, 22:20:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3066, top5_acc: 0.5594, loss_cls: 7.6741, loss: 7.6741 2025-08-16 09:54:51,634 - pyskl - INFO - Epoch [86][2900/7492] lr: 1.960e-02, eta: 2 days, 22:19:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5581, loss_cls: 7.6690, loss: 7.6690 2025-08-16 09:55:44,070 - pyskl - INFO - Epoch [86][3000/7492] lr: 1.960e-02, eta: 2 days, 22:18:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5566, loss_cls: 7.7005, loss: 7.7005 2025-08-16 09:56:36,321 - pyskl - INFO - Epoch [86][3100/7492] lr: 1.959e-02, eta: 2 days, 22:17:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5425, loss_cls: 7.7911, loss: 7.7911 2025-08-16 09:57:28,710 - pyskl - INFO - Epoch [86][3200/7492] lr: 1.958e-02, eta: 2 days, 22:16:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2872, top5_acc: 0.5600, loss_cls: 7.7140, loss: 7.7140 2025-08-16 09:58:21,508 - pyskl - INFO - Epoch [86][3300/7492] lr: 1.958e-02, eta: 2 days, 22:15:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2894, top5_acc: 0.5516, loss_cls: 7.6821, loss: 7.6821 2025-08-16 09:59:13,720 - pyskl - INFO - Epoch [86][3400/7492] lr: 1.957e-02, eta: 2 days, 22:14:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5409, loss_cls: 7.7366, loss: 7.7366 2025-08-16 10:00:06,148 - pyskl - INFO - Epoch [86][3500/7492] lr: 1.956e-02, eta: 2 days, 22:14:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2916, top5_acc: 0.5513, loss_cls: 7.6557, loss: 7.6557 2025-08-16 10:00:58,694 - pyskl - INFO - Epoch [86][3600/7492] lr: 1.956e-02, eta: 2 days, 22:13:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3053, top5_acc: 0.5659, loss_cls: 7.7432, loss: 7.7432 2025-08-16 10:01:51,559 - pyskl - INFO - Epoch [86][3700/7492] lr: 1.955e-02, eta: 2 days, 22:12:20, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3147, top5_acc: 0.5547, loss_cls: 7.7074, loss: 7.7074 2025-08-16 10:02:44,567 - pyskl - INFO - Epoch [86][3800/7492] lr: 1.954e-02, eta: 2 days, 22:11:29, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2934, top5_acc: 0.5522, loss_cls: 7.7041, loss: 7.7041 2025-08-16 10:03:37,369 - pyskl - INFO - Epoch [86][3900/7492] lr: 1.954e-02, eta: 2 days, 22:10:37, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5650, loss_cls: 7.6393, loss: 7.6393 2025-08-16 10:04:30,180 - pyskl - INFO - Epoch [86][4000/7492] lr: 1.953e-02, eta: 2 days, 22:09:45, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5516, loss_cls: 7.6579, loss: 7.6579 2025-08-16 10:05:23,020 - pyskl - INFO - Epoch [86][4100/7492] lr: 1.952e-02, eta: 2 days, 22:08:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5616, loss_cls: 7.7596, loss: 7.7596 2025-08-16 10:06:15,815 - pyskl - INFO - Epoch [86][4200/7492] lr: 1.952e-02, eta: 2 days, 22:08:01, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5450, loss_cls: 7.7314, loss: 7.7314 2025-08-16 10:07:08,395 - pyskl - INFO - Epoch [86][4300/7492] lr: 1.951e-02, eta: 2 days, 22:07:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5447, loss_cls: 7.7204, loss: 7.7204 2025-08-16 10:08:01,036 - pyskl - INFO - Epoch [86][4400/7492] lr: 1.950e-02, eta: 2 days, 22:06:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5506, loss_cls: 7.7361, loss: 7.7361 2025-08-16 10:08:53,530 - pyskl - INFO - Epoch [86][4500/7492] lr: 1.950e-02, eta: 2 days, 22:05:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2934, top5_acc: 0.5581, loss_cls: 7.6248, loss: 7.6248 2025-08-16 10:09:46,279 - pyskl - INFO - Epoch [86][4600/7492] lr: 1.949e-02, eta: 2 days, 22:04:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5700, loss_cls: 7.5929, loss: 7.5929 2025-08-16 10:10:39,095 - pyskl - INFO - Epoch [86][4700/7492] lr: 1.948e-02, eta: 2 days, 22:03:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3094, top5_acc: 0.5706, loss_cls: 7.6325, loss: 7.6325 2025-08-16 10:11:31,610 - pyskl - INFO - Epoch [86][4800/7492] lr: 1.947e-02, eta: 2 days, 22:02:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2909, top5_acc: 0.5425, loss_cls: 7.7100, loss: 7.7100 2025-08-16 10:12:24,169 - pyskl - INFO - Epoch [86][4900/7492] lr: 1.947e-02, eta: 2 days, 22:01:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5537, loss_cls: 7.7744, loss: 7.7744 2025-08-16 10:13:16,554 - pyskl - INFO - Epoch [86][5000/7492] lr: 1.946e-02, eta: 2 days, 22:01:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5684, loss_cls: 7.6452, loss: 7.6452 2025-08-16 10:14:09,102 - pyskl - INFO - Epoch [86][5100/7492] lr: 1.945e-02, eta: 2 days, 22:00:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3028, top5_acc: 0.5581, loss_cls: 7.7336, loss: 7.7336 2025-08-16 10:15:01,672 - pyskl - INFO - Epoch [86][5200/7492] lr: 1.945e-02, eta: 2 days, 21:59:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3141, top5_acc: 0.5684, loss_cls: 7.7038, loss: 7.7038 2025-08-16 10:15:54,133 - pyskl - INFO - Epoch [86][5300/7492] lr: 1.944e-02, eta: 2 days, 21:58:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5559, loss_cls: 7.6489, loss: 7.6489 2025-08-16 10:16:46,594 - pyskl - INFO - Epoch [86][5400/7492] lr: 1.943e-02, eta: 2 days, 21:57:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 7.7361, loss: 7.7361 2025-08-16 10:17:39,018 - pyskl - INFO - Epoch [86][5500/7492] lr: 1.943e-02, eta: 2 days, 21:56:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5478, loss_cls: 7.7520, loss: 7.7520 2025-08-16 10:18:31,437 - pyskl - INFO - Epoch [86][5600/7492] lr: 1.942e-02, eta: 2 days, 21:55:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2884, top5_acc: 0.5569, loss_cls: 7.7503, loss: 7.7503 2025-08-16 10:19:23,886 - pyskl - INFO - Epoch [86][5700/7492] lr: 1.941e-02, eta: 2 days, 21:54:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3059, top5_acc: 0.5675, loss_cls: 7.7105, loss: 7.7105 2025-08-16 10:20:16,631 - pyskl - INFO - Epoch [86][5800/7492] lr: 1.941e-02, eta: 2 days, 21:54:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5741, loss_cls: 7.6670, loss: 7.6670 2025-08-16 10:21:09,267 - pyskl - INFO - Epoch [86][5900/7492] lr: 1.940e-02, eta: 2 days, 21:53:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5550, loss_cls: 7.6638, loss: 7.6638 2025-08-16 10:22:02,002 - pyskl - INFO - Epoch [86][6000/7492] lr: 1.939e-02, eta: 2 days, 21:52:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5600, loss_cls: 7.5955, loss: 7.5955 2025-08-16 10:22:54,505 - pyskl - INFO - Epoch [86][6100/7492] lr: 1.939e-02, eta: 2 days, 21:51:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5463, loss_cls: 7.7801, loss: 7.7801 2025-08-16 10:23:47,027 - pyskl - INFO - Epoch [86][6200/7492] lr: 1.938e-02, eta: 2 days, 21:50:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5559, loss_cls: 7.6476, loss: 7.6476 2025-08-16 10:24:39,676 - pyskl - INFO - Epoch [86][6300/7492] lr: 1.937e-02, eta: 2 days, 21:49:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3053, top5_acc: 0.5600, loss_cls: 7.6877, loss: 7.6877 2025-08-16 10:25:32,310 - pyskl - INFO - Epoch [86][6400/7492] lr: 1.937e-02, eta: 2 days, 21:48:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5522, loss_cls: 7.7463, loss: 7.7463 2025-08-16 10:26:24,920 - pyskl - INFO - Epoch [86][6500/7492] lr: 1.936e-02, eta: 2 days, 21:48:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3059, top5_acc: 0.5522, loss_cls: 7.7443, loss: 7.7443 2025-08-16 10:27:17,442 - pyskl - INFO - Epoch [86][6600/7492] lr: 1.935e-02, eta: 2 days, 21:47:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5494, loss_cls: 7.7099, loss: 7.7099 2025-08-16 10:28:10,010 - pyskl - INFO - Epoch [86][6700/7492] lr: 1.935e-02, eta: 2 days, 21:46:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5456, loss_cls: 7.8089, loss: 7.8089 2025-08-16 10:29:02,608 - pyskl - INFO - Epoch [86][6800/7492] lr: 1.934e-02, eta: 2 days, 21:45:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3141, top5_acc: 0.5687, loss_cls: 7.6283, loss: 7.6283 2025-08-16 10:29:55,178 - pyskl - INFO - Epoch [86][6900/7492] lr: 1.933e-02, eta: 2 days, 21:44:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5587, loss_cls: 7.6966, loss: 7.6966 2025-08-16 10:30:47,684 - pyskl - INFO - Epoch [86][7000/7492] lr: 1.932e-02, eta: 2 days, 21:43:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2869, top5_acc: 0.5584, loss_cls: 7.6480, loss: 7.6480 2025-08-16 10:31:40,287 - pyskl - INFO - Epoch [86][7100/7492] lr: 1.932e-02, eta: 2 days, 21:42:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5644, loss_cls: 7.6352, loss: 7.6352 2025-08-16 10:32:32,792 - pyskl - INFO - Epoch [86][7200/7492] lr: 1.931e-02, eta: 2 days, 21:41:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5613, loss_cls: 7.6345, loss: 7.6345 2025-08-16 10:33:25,569 - pyskl - INFO - Epoch [86][7300/7492] lr: 1.930e-02, eta: 2 days, 21:41:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5744, loss_cls: 7.6393, loss: 7.6393 2025-08-16 10:34:18,478 - pyskl - INFO - Epoch [86][7400/7492] lr: 1.930e-02, eta: 2 days, 21:40:14, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2919, top5_acc: 0.5472, loss_cls: 7.7799, loss: 7.7799 2025-08-16 10:35:07,778 - pyskl - INFO - Saving checkpoint at 86 epochs 2025-08-16 10:36:03,305 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 10:36:04,043 - pyskl - INFO - top1_acc 0.2532 top5_acc 0.4990 2025-08-16 10:36:04,043 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 10:36:04,095 - pyskl - INFO - mean_acc 0.2531 2025-08-16 10:36:04,108 - pyskl - INFO - Epoch(val) [86][617] top1_acc: 0.2532, top5_acc: 0.4990, mean_class_accuracy: 0.2531 2025-08-16 10:37:26,170 - pyskl - INFO - Epoch [87][100/7492] lr: 1.928e-02, eta: 2 days, 21:38:20, time: 0.821, data_time: 0.296, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5647, loss_cls: 7.6722, loss: 7.6722 2025-08-16 10:38:18,561 - pyskl - INFO - Epoch [87][200/7492] lr: 1.928e-02, eta: 2 days, 21:37:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3141, top5_acc: 0.5866, loss_cls: 7.4412, loss: 7.4412 2025-08-16 10:39:10,964 - pyskl - INFO - Epoch [87][300/7492] lr: 1.927e-02, eta: 2 days, 21:36:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3056, top5_acc: 0.5706, loss_cls: 7.5433, loss: 7.5433 2025-08-16 10:40:03,073 - pyskl - INFO - Epoch [87][400/7492] lr: 1.926e-02, eta: 2 days, 21:35:43, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3122, top5_acc: 0.5634, loss_cls: 7.6950, loss: 7.6950 2025-08-16 10:40:55,212 - pyskl - INFO - Epoch [87][500/7492] lr: 1.926e-02, eta: 2 days, 21:34:51, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5634, loss_cls: 7.6487, loss: 7.6487 2025-08-16 10:41:47,563 - pyskl - INFO - Epoch [87][600/7492] lr: 1.925e-02, eta: 2 days, 21:33:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5666, loss_cls: 7.6224, loss: 7.6224 2025-08-16 10:42:39,690 - pyskl - INFO - Epoch [87][700/7492] lr: 1.924e-02, eta: 2 days, 21:33:06, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5697, loss_cls: 7.6705, loss: 7.6705 2025-08-16 10:43:32,187 - pyskl - INFO - Epoch [87][800/7492] lr: 1.924e-02, eta: 2 days, 21:32:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3103, top5_acc: 0.5500, loss_cls: 7.7255, loss: 7.7255 2025-08-16 10:44:24,720 - pyskl - INFO - Epoch [87][900/7492] lr: 1.923e-02, eta: 2 days, 21:31:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3256, top5_acc: 0.5778, loss_cls: 7.6214, loss: 7.6214 2025-08-16 10:45:17,175 - pyskl - INFO - Epoch [87][1000/7492] lr: 1.922e-02, eta: 2 days, 21:30:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3178, top5_acc: 0.5637, loss_cls: 7.5722, loss: 7.5722 2025-08-16 10:46:09,518 - pyskl - INFO - Epoch [87][1100/7492] lr: 1.922e-02, eta: 2 days, 21:29:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3231, top5_acc: 0.5834, loss_cls: 7.5360, loss: 7.5360 2025-08-16 10:47:02,184 - pyskl - INFO - Epoch [87][1200/7492] lr: 1.921e-02, eta: 2 days, 21:28:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5694, loss_cls: 7.5220, loss: 7.5220 2025-08-16 10:47:54,356 - pyskl - INFO - Epoch [87][1300/7492] lr: 1.920e-02, eta: 2 days, 21:27:53, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2984, top5_acc: 0.5578, loss_cls: 7.7554, loss: 7.7554 2025-08-16 10:48:46,809 - pyskl - INFO - Epoch [87][1400/7492] lr: 1.920e-02, eta: 2 days, 21:27:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5734, loss_cls: 7.6408, loss: 7.6408 2025-08-16 10:49:39,443 - pyskl - INFO - Epoch [87][1500/7492] lr: 1.919e-02, eta: 2 days, 21:26:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2928, top5_acc: 0.5597, loss_cls: 7.7212, loss: 7.7212 2025-08-16 10:50:31,548 - pyskl - INFO - Epoch [87][1600/7492] lr: 1.918e-02, eta: 2 days, 21:25:16, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3066, top5_acc: 0.5778, loss_cls: 7.6671, loss: 7.6671 2025-08-16 10:51:23,823 - pyskl - INFO - Epoch [87][1700/7492] lr: 1.918e-02, eta: 2 days, 21:24:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5666, loss_cls: 7.6533, loss: 7.6533 2025-08-16 10:52:16,210 - pyskl - INFO - Epoch [87][1800/7492] lr: 1.917e-02, eta: 2 days, 21:23:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2938, top5_acc: 0.5553, loss_cls: 7.6881, loss: 7.6881 2025-08-16 10:53:08,692 - pyskl - INFO - Epoch [87][1900/7492] lr: 1.916e-02, eta: 2 days, 21:22:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3028, top5_acc: 0.5575, loss_cls: 7.6126, loss: 7.6126 2025-08-16 10:54:01,033 - pyskl - INFO - Epoch [87][2000/7492] lr: 1.916e-02, eta: 2 days, 21:21:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5459, loss_cls: 7.7132, loss: 7.7132 2025-08-16 10:54:53,229 - pyskl - INFO - Epoch [87][2100/7492] lr: 1.915e-02, eta: 2 days, 21:20:55, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5541, loss_cls: 7.6606, loss: 7.6606 2025-08-16 10:55:45,425 - pyskl - INFO - Epoch [87][2200/7492] lr: 1.914e-02, eta: 2 days, 21:20:03, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5669, loss_cls: 7.5993, loss: 7.5993 2025-08-16 10:56:37,815 - pyskl - INFO - Epoch [87][2300/7492] lr: 1.913e-02, eta: 2 days, 21:19:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3059, top5_acc: 0.5613, loss_cls: 7.7309, loss: 7.7309 2025-08-16 10:57:30,118 - pyskl - INFO - Epoch [87][2400/7492] lr: 1.913e-02, eta: 2 days, 21:18:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2997, top5_acc: 0.5444, loss_cls: 7.7867, loss: 7.7867 2025-08-16 10:58:22,693 - pyskl - INFO - Epoch [87][2500/7492] lr: 1.912e-02, eta: 2 days, 21:17:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2863, top5_acc: 0.5600, loss_cls: 7.7665, loss: 7.7665 2025-08-16 10:59:15,000 - pyskl - INFO - Epoch [87][2600/7492] lr: 1.911e-02, eta: 2 days, 21:16:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5659, loss_cls: 7.6175, loss: 7.6175 2025-08-16 11:00:07,498 - pyskl - INFO - Epoch [87][2700/7492] lr: 1.911e-02, eta: 2 days, 21:15:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3006, top5_acc: 0.5684, loss_cls: 7.5958, loss: 7.5958 2025-08-16 11:01:00,155 - pyskl - INFO - Epoch [87][2800/7492] lr: 1.910e-02, eta: 2 days, 21:14:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5728, loss_cls: 7.5704, loss: 7.5704 2025-08-16 11:01:53,072 - pyskl - INFO - Epoch [87][2900/7492] lr: 1.909e-02, eta: 2 days, 21:13:58, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5853, loss_cls: 7.5506, loss: 7.5506 2025-08-16 11:02:45,574 - pyskl - INFO - Epoch [87][3000/7492] lr: 1.909e-02, eta: 2 days, 21:13:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5663, loss_cls: 7.6540, loss: 7.6540 2025-08-16 11:03:38,197 - pyskl - INFO - Epoch [87][3100/7492] lr: 1.908e-02, eta: 2 days, 21:12:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3000, top5_acc: 0.5466, loss_cls: 7.7771, loss: 7.7771 2025-08-16 11:04:30,843 - pyskl - INFO - Epoch [87][3200/7492] lr: 1.907e-02, eta: 2 days, 21:11:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5544, loss_cls: 7.7889, loss: 7.7889 2025-08-16 11:05:23,283 - pyskl - INFO - Epoch [87][3300/7492] lr: 1.907e-02, eta: 2 days, 21:10:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3050, top5_acc: 0.5466, loss_cls: 7.6821, loss: 7.6821 2025-08-16 11:06:15,626 - pyskl - INFO - Epoch [87][3400/7492] lr: 1.906e-02, eta: 2 days, 21:09:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3178, top5_acc: 0.5619, loss_cls: 7.6669, loss: 7.6669 2025-08-16 11:07:08,114 - pyskl - INFO - Epoch [87][3500/7492] lr: 1.905e-02, eta: 2 days, 21:08:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3016, top5_acc: 0.5622, loss_cls: 7.6876, loss: 7.6876 2025-08-16 11:08:00,882 - pyskl - INFO - Epoch [87][3600/7492] lr: 1.905e-02, eta: 2 days, 21:07:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5603, loss_cls: 7.6641, loss: 7.6641 2025-08-16 11:08:53,786 - pyskl - INFO - Epoch [87][3700/7492] lr: 1.904e-02, eta: 2 days, 21:07:01, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5656, loss_cls: 7.6520, loss: 7.6520 2025-08-16 11:09:46,390 - pyskl - INFO - Epoch [87][3800/7492] lr: 1.903e-02, eta: 2 days, 21:06:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5634, loss_cls: 7.6284, loss: 7.6284 2025-08-16 11:10:39,051 - pyskl - INFO - Epoch [87][3900/7492] lr: 1.903e-02, eta: 2 days, 21:05:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5700, loss_cls: 7.6306, loss: 7.6306 2025-08-16 11:11:31,722 - pyskl - INFO - Epoch [87][4000/7492] lr: 1.902e-02, eta: 2 days, 21:04:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2969, top5_acc: 0.5619, loss_cls: 7.6905, loss: 7.6905 2025-08-16 11:12:24,587 - pyskl - INFO - Epoch [87][4100/7492] lr: 1.901e-02, eta: 2 days, 21:03:33, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5550, loss_cls: 7.7254, loss: 7.7254 2025-08-16 11:13:17,531 - pyskl - INFO - Epoch [87][4200/7492] lr: 1.901e-02, eta: 2 days, 21:02:41, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3059, top5_acc: 0.5487, loss_cls: 7.7147, loss: 7.7147 2025-08-16 11:14:10,148 - pyskl - INFO - Epoch [87][4300/7492] lr: 1.900e-02, eta: 2 days, 21:01:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5687, loss_cls: 7.5896, loss: 7.5896 2025-08-16 11:15:02,683 - pyskl - INFO - Epoch [87][4400/7492] lr: 1.899e-02, eta: 2 days, 21:00:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3100, top5_acc: 0.5481, loss_cls: 7.7384, loss: 7.7384 2025-08-16 11:15:54,804 - pyskl - INFO - Epoch [87][4500/7492] lr: 1.899e-02, eta: 2 days, 21:00:05, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5634, loss_cls: 7.6705, loss: 7.6705 2025-08-16 11:16:47,162 - pyskl - INFO - Epoch [87][4600/7492] lr: 1.898e-02, eta: 2 days, 20:59:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3169, top5_acc: 0.5831, loss_cls: 7.6154, loss: 7.6154 2025-08-16 11:17:39,758 - pyskl - INFO - Epoch [87][4700/7492] lr: 1.897e-02, eta: 2 days, 20:58:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5666, loss_cls: 7.7440, loss: 7.7440 2025-08-16 11:18:32,455 - pyskl - INFO - Epoch [87][4800/7492] lr: 1.897e-02, eta: 2 days, 20:57:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5334, loss_cls: 7.8452, loss: 7.8452 2025-08-16 11:19:24,903 - pyskl - INFO - Epoch [87][4900/7492] lr: 1.896e-02, eta: 2 days, 20:56:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3113, top5_acc: 0.5663, loss_cls: 7.6373, loss: 7.6373 2025-08-16 11:20:17,778 - pyskl - INFO - Epoch [87][5000/7492] lr: 1.895e-02, eta: 2 days, 20:55:44, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3113, top5_acc: 0.5637, loss_cls: 7.7586, loss: 7.7586 2025-08-16 11:21:10,198 - pyskl - INFO - Epoch [87][5100/7492] lr: 1.894e-02, eta: 2 days, 20:54:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3028, top5_acc: 0.5634, loss_cls: 7.6647, loss: 7.6647 2025-08-16 11:22:02,691 - pyskl - INFO - Epoch [87][5200/7492] lr: 1.894e-02, eta: 2 days, 20:54:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3019, top5_acc: 0.5541, loss_cls: 7.6792, loss: 7.6792 2025-08-16 11:22:55,406 - pyskl - INFO - Epoch [87][5300/7492] lr: 1.893e-02, eta: 2 days, 20:53:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3094, top5_acc: 0.5566, loss_cls: 7.6339, loss: 7.6339 2025-08-16 11:23:47,978 - pyskl - INFO - Epoch [87][5400/7492] lr: 1.892e-02, eta: 2 days, 20:52:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5691, loss_cls: 7.5737, loss: 7.5737 2025-08-16 11:24:40,472 - pyskl - INFO - Epoch [87][5500/7492] lr: 1.892e-02, eta: 2 days, 20:51:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5503, loss_cls: 7.7267, loss: 7.7267 2025-08-16 11:25:33,137 - pyskl - INFO - Epoch [87][5600/7492] lr: 1.891e-02, eta: 2 days, 20:50:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5691, loss_cls: 7.6336, loss: 7.6336 2025-08-16 11:26:25,882 - pyskl - INFO - Epoch [87][5700/7492] lr: 1.890e-02, eta: 2 days, 20:49:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5619, loss_cls: 7.7219, loss: 7.7219 2025-08-16 11:27:18,703 - pyskl - INFO - Epoch [87][5800/7492] lr: 1.890e-02, eta: 2 days, 20:48:48, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3028, top5_acc: 0.5506, loss_cls: 7.7975, loss: 7.7975 2025-08-16 11:28:11,302 - pyskl - INFO - Epoch [87][5900/7492] lr: 1.889e-02, eta: 2 days, 20:47:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3072, top5_acc: 0.5644, loss_cls: 7.6500, loss: 7.6500 2025-08-16 11:29:03,799 - pyskl - INFO - Epoch [87][6000/7492] lr: 1.888e-02, eta: 2 days, 20:47:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5416, loss_cls: 7.7763, loss: 7.7763 2025-08-16 11:29:56,629 - pyskl - INFO - Epoch [87][6100/7492] lr: 1.888e-02, eta: 2 days, 20:46:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2969, top5_acc: 0.5628, loss_cls: 7.6302, loss: 7.6302 2025-08-16 11:30:49,247 - pyskl - INFO - Epoch [87][6200/7492] lr: 1.887e-02, eta: 2 days, 20:45:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2953, top5_acc: 0.5581, loss_cls: 7.7059, loss: 7.7059 2025-08-16 11:31:41,812 - pyskl - INFO - Epoch [87][6300/7492] lr: 1.886e-02, eta: 2 days, 20:44:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2944, top5_acc: 0.5656, loss_cls: 7.6423, loss: 7.6423 2025-08-16 11:32:34,451 - pyskl - INFO - Epoch [87][6400/7492] lr: 1.886e-02, eta: 2 days, 20:43:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5416, loss_cls: 7.6769, loss: 7.6769 2025-08-16 11:33:26,942 - pyskl - INFO - Epoch [87][6500/7492] lr: 1.885e-02, eta: 2 days, 20:42:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5466, loss_cls: 7.7231, loss: 7.7231 2025-08-16 11:34:19,508 - pyskl - INFO - Epoch [87][6600/7492] lr: 1.884e-02, eta: 2 days, 20:41:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5634, loss_cls: 7.6618, loss: 7.6618 2025-08-16 11:35:12,150 - pyskl - INFO - Epoch [87][6700/7492] lr: 1.884e-02, eta: 2 days, 20:40:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3072, top5_acc: 0.5641, loss_cls: 7.6315, loss: 7.6315 2025-08-16 11:36:04,762 - pyskl - INFO - Epoch [87][6800/7492] lr: 1.883e-02, eta: 2 days, 20:40:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5600, loss_cls: 7.6767, loss: 7.6767 2025-08-16 11:36:57,571 - pyskl - INFO - Epoch [87][6900/7492] lr: 1.882e-02, eta: 2 days, 20:39:15, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3066, top5_acc: 0.5534, loss_cls: 7.6437, loss: 7.6437 2025-08-16 11:37:50,279 - pyskl - INFO - Epoch [87][7000/7492] lr: 1.882e-02, eta: 2 days, 20:38:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5575, loss_cls: 7.7353, loss: 7.7353 2025-08-16 11:38:42,804 - pyskl - INFO - Epoch [87][7100/7492] lr: 1.881e-02, eta: 2 days, 20:37:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3147, top5_acc: 0.5537, loss_cls: 7.6718, loss: 7.6718 2025-08-16 11:39:35,327 - pyskl - INFO - Epoch [87][7200/7492] lr: 1.880e-02, eta: 2 days, 20:36:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5575, loss_cls: 7.7189, loss: 7.7189 2025-08-16 11:40:27,838 - pyskl - INFO - Epoch [87][7300/7492] lr: 1.880e-02, eta: 2 days, 20:35:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3178, top5_acc: 0.5547, loss_cls: 7.6021, loss: 7.6021 2025-08-16 11:41:20,297 - pyskl - INFO - Epoch [87][7400/7492] lr: 1.879e-02, eta: 2 days, 20:34:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2959, top5_acc: 0.5600, loss_cls: 7.7453, loss: 7.7453 2025-08-16 11:42:09,842 - pyskl - INFO - Saving checkpoint at 87 epochs 2025-08-16 11:43:05,551 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 11:43:06,298 - pyskl - INFO - top1_acc 0.2728 top5_acc 0.5150 2025-08-16 11:43:06,298 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 11:43:06,338 - pyskl - INFO - mean_acc 0.2726 2025-08-16 11:43:06,400 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_85.pth was removed 2025-08-16 11:43:07,522 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_87.pth. 2025-08-16 11:43:07,523 - pyskl - INFO - Best top1_acc is 0.2728 at 87 epoch. 2025-08-16 11:43:07,539 - pyskl - INFO - Epoch(val) [87][617] top1_acc: 0.2728, top5_acc: 0.5150, mean_class_accuracy: 0.2726 2025-08-16 11:44:29,349 - pyskl - INFO - Epoch [88][100/7492] lr: 1.878e-02, eta: 2 days, 20:33:01, time: 0.818, data_time: 0.294, memory: 13026, top1_acc: 0.3150, top5_acc: 0.5750, loss_cls: 7.5892, loss: 7.5892 2025-08-16 11:45:22,033 - pyskl - INFO - Epoch [88][200/7492] lr: 1.877e-02, eta: 2 days, 20:32:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5756, loss_cls: 7.6870, loss: 7.6870 2025-08-16 11:46:14,194 - pyskl - INFO - Epoch [88][300/7492] lr: 1.876e-02, eta: 2 days, 20:31:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3237, top5_acc: 0.5837, loss_cls: 7.5859, loss: 7.5859 2025-08-16 11:47:06,579 - pyskl - INFO - Epoch [88][400/7492] lr: 1.876e-02, eta: 2 days, 20:30:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3147, top5_acc: 0.5619, loss_cls: 7.5764, loss: 7.5764 2025-08-16 11:47:58,964 - pyskl - INFO - Epoch [88][500/7492] lr: 1.875e-02, eta: 2 days, 20:29:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5628, loss_cls: 7.7061, loss: 7.7061 2025-08-16 11:48:51,176 - pyskl - INFO - Epoch [88][600/7492] lr: 1.874e-02, eta: 2 days, 20:28:39, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2978, top5_acc: 0.5622, loss_cls: 7.6520, loss: 7.6520 2025-08-16 11:49:43,456 - pyskl - INFO - Epoch [88][700/7492] lr: 1.874e-02, eta: 2 days, 20:27:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5641, loss_cls: 7.6816, loss: 7.6816 2025-08-16 11:50:35,940 - pyskl - INFO - Epoch [88][800/7492] lr: 1.873e-02, eta: 2 days, 20:26:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3100, top5_acc: 0.5837, loss_cls: 7.6387, loss: 7.6387 2025-08-16 11:51:28,420 - pyskl - INFO - Epoch [88][900/7492] lr: 1.872e-02, eta: 2 days, 20:26:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3206, top5_acc: 0.5859, loss_cls: 7.5114, loss: 7.5114 2025-08-16 11:52:20,756 - pyskl - INFO - Epoch [88][1000/7492] lr: 1.872e-02, eta: 2 days, 20:25:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3216, top5_acc: 0.5709, loss_cls: 7.5919, loss: 7.5919 2025-08-16 11:53:13,184 - pyskl - INFO - Epoch [88][1100/7492] lr: 1.871e-02, eta: 2 days, 20:24:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5600, loss_cls: 7.6023, loss: 7.6023 2025-08-16 11:54:05,822 - pyskl - INFO - Epoch [88][1200/7492] lr: 1.870e-02, eta: 2 days, 20:23:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3122, top5_acc: 0.5628, loss_cls: 7.6813, loss: 7.6813 2025-08-16 11:54:58,390 - pyskl - INFO - Epoch [88][1300/7492] lr: 1.869e-02, eta: 2 days, 20:22:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5634, loss_cls: 7.5739, loss: 7.5739 2025-08-16 11:55:50,832 - pyskl - INFO - Epoch [88][1400/7492] lr: 1.869e-02, eta: 2 days, 20:21:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5559, loss_cls: 7.7551, loss: 7.7551 2025-08-16 11:56:43,060 - pyskl - INFO - Epoch [88][1500/7492] lr: 1.868e-02, eta: 2 days, 20:20:50, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5625, loss_cls: 7.7283, loss: 7.7283 2025-08-16 11:57:35,486 - pyskl - INFO - Epoch [88][1600/7492] lr: 1.867e-02, eta: 2 days, 20:19:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3066, top5_acc: 0.5613, loss_cls: 7.6698, loss: 7.6698 2025-08-16 11:58:27,963 - pyskl - INFO - Epoch [88][1700/7492] lr: 1.867e-02, eta: 2 days, 20:19:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3050, top5_acc: 0.5706, loss_cls: 7.6045, loss: 7.6045 2025-08-16 11:59:20,562 - pyskl - INFO - Epoch [88][1800/7492] lr: 1.866e-02, eta: 2 days, 20:18:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5722, loss_cls: 7.5742, loss: 7.5742 2025-08-16 12:00:12,992 - pyskl - INFO - Epoch [88][1900/7492] lr: 1.865e-02, eta: 2 days, 20:17:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5575, loss_cls: 7.6556, loss: 7.6556 2025-08-16 12:01:05,644 - pyskl - INFO - Epoch [88][2000/7492] lr: 1.865e-02, eta: 2 days, 20:16:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5763, loss_cls: 7.5811, loss: 7.5811 2025-08-16 12:01:58,175 - pyskl - INFO - Epoch [88][2100/7492] lr: 1.864e-02, eta: 2 days, 20:15:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5547, loss_cls: 7.7557, loss: 7.7557 2025-08-16 12:02:50,631 - pyskl - INFO - Epoch [88][2200/7492] lr: 1.863e-02, eta: 2 days, 20:14:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.5647, loss_cls: 7.5402, loss: 7.5402 2025-08-16 12:03:43,153 - pyskl - INFO - Epoch [88][2300/7492] lr: 1.863e-02, eta: 2 days, 20:13:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5613, loss_cls: 7.7491, loss: 7.7491 2025-08-16 12:04:35,878 - pyskl - INFO - Epoch [88][2400/7492] lr: 1.862e-02, eta: 2 days, 20:13:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5666, loss_cls: 7.5800, loss: 7.5800 2025-08-16 12:05:28,406 - pyskl - INFO - Epoch [88][2500/7492] lr: 1.861e-02, eta: 2 days, 20:12:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3122, top5_acc: 0.5687, loss_cls: 7.6010, loss: 7.6010 2025-08-16 12:06:21,080 - pyskl - INFO - Epoch [88][2600/7492] lr: 1.861e-02, eta: 2 days, 20:11:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5622, loss_cls: 7.6349, loss: 7.6349 2025-08-16 12:07:13,629 - pyskl - INFO - Epoch [88][2700/7492] lr: 1.860e-02, eta: 2 days, 20:10:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5606, loss_cls: 7.7536, loss: 7.7536 2025-08-16 12:08:06,140 - pyskl - INFO - Epoch [88][2800/7492] lr: 1.859e-02, eta: 2 days, 20:09:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3016, top5_acc: 0.5584, loss_cls: 7.6229, loss: 7.6229 2025-08-16 12:08:58,770 - pyskl - INFO - Epoch [88][2900/7492] lr: 1.859e-02, eta: 2 days, 20:08:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3203, top5_acc: 0.5737, loss_cls: 7.6632, loss: 7.6632 2025-08-16 12:09:51,771 - pyskl - INFO - Epoch [88][3000/7492] lr: 1.858e-02, eta: 2 days, 20:07:48, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2881, top5_acc: 0.5491, loss_cls: 7.6994, loss: 7.6994 2025-08-16 12:10:44,355 - pyskl - INFO - Epoch [88][3100/7492] lr: 1.857e-02, eta: 2 days, 20:06:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2991, top5_acc: 0.5597, loss_cls: 7.6410, loss: 7.6410 2025-08-16 12:11:36,924 - pyskl - INFO - Epoch [88][3200/7492] lr: 1.857e-02, eta: 2 days, 20:06:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5656, loss_cls: 7.7123, loss: 7.7123 2025-08-16 12:12:29,487 - pyskl - INFO - Epoch [88][3300/7492] lr: 1.856e-02, eta: 2 days, 20:05:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5581, loss_cls: 7.6828, loss: 7.6828 2025-08-16 12:13:22,181 - pyskl - INFO - Epoch [88][3400/7492] lr: 1.855e-02, eta: 2 days, 20:04:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5650, loss_cls: 7.6693, loss: 7.6693 2025-08-16 12:14:15,045 - pyskl - INFO - Epoch [88][3500/7492] lr: 1.855e-02, eta: 2 days, 20:03:28, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5537, loss_cls: 7.6793, loss: 7.6793 2025-08-16 12:15:07,876 - pyskl - INFO - Epoch [88][3600/7492] lr: 1.854e-02, eta: 2 days, 20:02:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5531, loss_cls: 7.7559, loss: 7.7559 2025-08-16 12:16:00,676 - pyskl - INFO - Epoch [88][3700/7492] lr: 1.853e-02, eta: 2 days, 20:01:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2953, top5_acc: 0.5466, loss_cls: 7.7780, loss: 7.7780 2025-08-16 12:16:53,401 - pyskl - INFO - Epoch [88][3800/7492] lr: 1.853e-02, eta: 2 days, 20:00:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5675, loss_cls: 7.6159, loss: 7.6159 2025-08-16 12:17:46,152 - pyskl - INFO - Epoch [88][3900/7492] lr: 1.852e-02, eta: 2 days, 20:00:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5769, loss_cls: 7.5626, loss: 7.5626 2025-08-16 12:18:39,041 - pyskl - INFO - Epoch [88][4000/7492] lr: 1.851e-02, eta: 2 days, 19:59:08, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5716, loss_cls: 7.5384, loss: 7.5384 2025-08-16 12:19:31,727 - pyskl - INFO - Epoch [88][4100/7492] lr: 1.851e-02, eta: 2 days, 19:58:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5828, loss_cls: 7.5343, loss: 7.5343 2025-08-16 12:20:24,469 - pyskl - INFO - Epoch [88][4200/7492] lr: 1.850e-02, eta: 2 days, 19:57:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2934, top5_acc: 0.5616, loss_cls: 7.6597, loss: 7.6597 2025-08-16 12:21:17,000 - pyskl - INFO - Epoch [88][4300/7492] lr: 1.849e-02, eta: 2 days, 19:56:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5653, loss_cls: 7.6884, loss: 7.6884 2025-08-16 12:22:09,686 - pyskl - INFO - Epoch [88][4400/7492] lr: 1.849e-02, eta: 2 days, 19:55:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5537, loss_cls: 7.7058, loss: 7.7058 2025-08-16 12:23:02,390 - pyskl - INFO - Epoch [88][4500/7492] lr: 1.848e-02, eta: 2 days, 19:54:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3053, top5_acc: 0.5653, loss_cls: 7.6778, loss: 7.6778 2025-08-16 12:23:55,170 - pyskl - INFO - Epoch [88][4600/7492] lr: 1.847e-02, eta: 2 days, 19:53:56, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5606, loss_cls: 7.6948, loss: 7.6948 2025-08-16 12:24:47,676 - pyskl - INFO - Epoch [88][4700/7492] lr: 1.847e-02, eta: 2 days, 19:53:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5600, loss_cls: 7.6727, loss: 7.6727 2025-08-16 12:25:40,362 - pyskl - INFO - Epoch [88][4800/7492] lr: 1.846e-02, eta: 2 days, 19:52:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5750, loss_cls: 7.6460, loss: 7.6460 2025-08-16 12:26:33,011 - pyskl - INFO - Epoch [88][4900/7492] lr: 1.845e-02, eta: 2 days, 19:51:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3053, top5_acc: 0.5737, loss_cls: 7.6584, loss: 7.6584 2025-08-16 12:27:25,441 - pyskl - INFO - Epoch [88][5000/7492] lr: 1.844e-02, eta: 2 days, 19:50:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5547, loss_cls: 7.6277, loss: 7.6277 2025-08-16 12:28:17,983 - pyskl - INFO - Epoch [88][5100/7492] lr: 1.844e-02, eta: 2 days, 19:49:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5722, loss_cls: 7.5737, loss: 7.5737 2025-08-16 12:29:10,689 - pyskl - INFO - Epoch [88][5200/7492] lr: 1.843e-02, eta: 2 days, 19:48:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5641, loss_cls: 7.6622, loss: 7.6622 2025-08-16 12:30:03,369 - pyskl - INFO - Epoch [88][5300/7492] lr: 1.842e-02, eta: 2 days, 19:47:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3072, top5_acc: 0.5516, loss_cls: 7.7098, loss: 7.7098 2025-08-16 12:30:55,902 - pyskl - INFO - Epoch [88][5400/7492] lr: 1.842e-02, eta: 2 days, 19:46:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5619, loss_cls: 7.7354, loss: 7.7354 2025-08-16 12:31:48,532 - pyskl - INFO - Epoch [88][5500/7492] lr: 1.841e-02, eta: 2 days, 19:46:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5659, loss_cls: 7.7059, loss: 7.7059 2025-08-16 12:32:41,290 - pyskl - INFO - Epoch [88][5600/7492] lr: 1.840e-02, eta: 2 days, 19:45:15, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5678, loss_cls: 7.6526, loss: 7.6526 2025-08-16 12:33:34,029 - pyskl - INFO - Epoch [88][5700/7492] lr: 1.840e-02, eta: 2 days, 19:44:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5581, loss_cls: 7.6555, loss: 7.6555 2025-08-16 12:34:26,552 - pyskl - INFO - Epoch [88][5800/7492] lr: 1.839e-02, eta: 2 days, 19:43:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3234, top5_acc: 0.5731, loss_cls: 7.6405, loss: 7.6405 2025-08-16 12:35:19,172 - pyskl - INFO - Epoch [88][5900/7492] lr: 1.838e-02, eta: 2 days, 19:42:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5666, loss_cls: 7.6547, loss: 7.6547 2025-08-16 12:36:11,768 - pyskl - INFO - Epoch [88][6000/7492] lr: 1.838e-02, eta: 2 days, 19:41:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5625, loss_cls: 7.6884, loss: 7.6884 2025-08-16 12:37:04,521 - pyskl - INFO - Epoch [88][6100/7492] lr: 1.837e-02, eta: 2 days, 19:40:55, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5759, loss_cls: 7.5486, loss: 7.5486 2025-08-16 12:37:57,130 - pyskl - INFO - Epoch [88][6200/7492] lr: 1.836e-02, eta: 2 days, 19:40:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3175, top5_acc: 0.5613, loss_cls: 7.6189, loss: 7.6189 2025-08-16 12:38:49,939 - pyskl - INFO - Epoch [88][6300/7492] lr: 1.836e-02, eta: 2 days, 19:39:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5731, loss_cls: 7.5769, loss: 7.5769 2025-08-16 12:39:42,756 - pyskl - INFO - Epoch [88][6400/7492] lr: 1.835e-02, eta: 2 days, 19:38:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3237, top5_acc: 0.5687, loss_cls: 7.5777, loss: 7.5777 2025-08-16 12:40:35,309 - pyskl - INFO - Epoch [88][6500/7492] lr: 1.834e-02, eta: 2 days, 19:37:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5731, loss_cls: 7.7041, loss: 7.7041 2025-08-16 12:41:27,857 - pyskl - INFO - Epoch [88][6600/7492] lr: 1.834e-02, eta: 2 days, 19:36:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3309, top5_acc: 0.5759, loss_cls: 7.5536, loss: 7.5536 2025-08-16 12:42:20,418 - pyskl - INFO - Epoch [88][6700/7492] lr: 1.833e-02, eta: 2 days, 19:35:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3056, top5_acc: 0.5647, loss_cls: 7.5867, loss: 7.5867 2025-08-16 12:43:13,410 - pyskl - INFO - Epoch [88][6800/7492] lr: 1.832e-02, eta: 2 days, 19:34:51, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5844, loss_cls: 7.6012, loss: 7.6012 2025-08-16 12:44:05,876 - pyskl - INFO - Epoch [88][6900/7492] lr: 1.832e-02, eta: 2 days, 19:33:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3150, top5_acc: 0.5616, loss_cls: 7.6363, loss: 7.6363 2025-08-16 12:44:58,889 - pyskl - INFO - Epoch [88][7000/7492] lr: 1.831e-02, eta: 2 days, 19:33:07, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5716, loss_cls: 7.6571, loss: 7.6571 2025-08-16 12:45:51,569 - pyskl - INFO - Epoch [88][7100/7492] lr: 1.830e-02, eta: 2 days, 19:32:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3034, top5_acc: 0.5656, loss_cls: 7.7105, loss: 7.7105 2025-08-16 12:46:44,097 - pyskl - INFO - Epoch [88][7200/7492] lr: 1.830e-02, eta: 2 days, 19:31:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5575, loss_cls: 7.6716, loss: 7.6716 2025-08-16 12:47:36,701 - pyskl - INFO - Epoch [88][7300/7492] lr: 1.829e-02, eta: 2 days, 19:30:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3100, top5_acc: 0.5709, loss_cls: 7.6419, loss: 7.6419 2025-08-16 12:48:29,186 - pyskl - INFO - Epoch [88][7400/7492] lr: 1.828e-02, eta: 2 days, 19:29:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3122, top5_acc: 0.5616, loss_cls: 7.6353, loss: 7.6353 2025-08-16 12:49:18,937 - pyskl - INFO - Saving checkpoint at 88 epochs 2025-08-16 12:50:13,840 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 12:50:14,589 - pyskl - INFO - top1_acc 0.2597 top5_acc 0.5047 2025-08-16 12:50:14,589 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 12:50:14,635 - pyskl - INFO - mean_acc 0.2595 2025-08-16 12:50:14,650 - pyskl - INFO - Epoch(val) [88][617] top1_acc: 0.2597, top5_acc: 0.5047, mean_class_accuracy: 0.2595 2025-08-16 12:51:36,699 - pyskl - INFO - Epoch [89][100/7492] lr: 1.827e-02, eta: 2 days, 19:27:45, time: 0.820, data_time: 0.296, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5825, loss_cls: 7.5356, loss: 7.5356 2025-08-16 12:52:29,142 - pyskl - INFO - Epoch [89][200/7492] lr: 1.826e-02, eta: 2 days, 19:26:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5781, loss_cls: 7.5630, loss: 7.5630 2025-08-16 12:53:21,564 - pyskl - INFO - Epoch [89][300/7492] lr: 1.826e-02, eta: 2 days, 19:26:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5728, loss_cls: 7.6608, loss: 7.6608 2025-08-16 12:54:13,888 - pyskl - INFO - Epoch [89][400/7492] lr: 1.825e-02, eta: 2 days, 19:25:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5631, loss_cls: 7.6107, loss: 7.6107 2025-08-16 12:55:06,062 - pyskl - INFO - Epoch [89][500/7492] lr: 1.824e-02, eta: 2 days, 19:24:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3209, top5_acc: 0.5747, loss_cls: 7.6452, loss: 7.6452 2025-08-16 12:55:58,303 - pyskl - INFO - Epoch [89][600/7492] lr: 1.824e-02, eta: 2 days, 19:23:24, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5731, loss_cls: 7.5463, loss: 7.5463 2025-08-16 12:56:50,777 - pyskl - INFO - Epoch [89][700/7492] lr: 1.823e-02, eta: 2 days, 19:22:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3284, top5_acc: 0.5803, loss_cls: 7.5364, loss: 7.5364 2025-08-16 12:57:43,091 - pyskl - INFO - Epoch [89][800/7492] lr: 1.822e-02, eta: 2 days, 19:21:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5803, loss_cls: 7.6289, loss: 7.6289 2025-08-16 12:58:35,562 - pyskl - INFO - Epoch [89][900/7492] lr: 1.822e-02, eta: 2 days, 19:20:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5731, loss_cls: 7.6625, loss: 7.6625 2025-08-16 12:59:28,047 - pyskl - INFO - Epoch [89][1000/7492] lr: 1.821e-02, eta: 2 days, 19:19:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5703, loss_cls: 7.5451, loss: 7.5451 2025-08-16 13:00:20,724 - pyskl - INFO - Epoch [89][1100/7492] lr: 1.820e-02, eta: 2 days, 19:19:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3147, top5_acc: 0.5684, loss_cls: 7.4893, loss: 7.4893 2025-08-16 13:01:13,099 - pyskl - INFO - Epoch [89][1200/7492] lr: 1.820e-02, eta: 2 days, 19:18:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5944, loss_cls: 7.4500, loss: 7.4500 2025-08-16 13:02:05,357 - pyskl - INFO - Epoch [89][1300/7492] lr: 1.819e-02, eta: 2 days, 19:17:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5713, loss_cls: 7.6357, loss: 7.6357 2025-08-16 13:02:57,967 - pyskl - INFO - Epoch [89][1400/7492] lr: 1.818e-02, eta: 2 days, 19:16:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5863, loss_cls: 7.5107, loss: 7.5107 2025-08-16 13:03:50,354 - pyskl - INFO - Epoch [89][1500/7492] lr: 1.818e-02, eta: 2 days, 19:15:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5700, loss_cls: 7.5464, loss: 7.5464 2025-08-16 13:04:43,056 - pyskl - INFO - Epoch [89][1600/7492] lr: 1.817e-02, eta: 2 days, 19:14:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3006, top5_acc: 0.5547, loss_cls: 7.7088, loss: 7.7088 2025-08-16 13:05:35,499 - pyskl - INFO - Epoch [89][1700/7492] lr: 1.816e-02, eta: 2 days, 19:13:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5647, loss_cls: 7.7027, loss: 7.7027 2025-08-16 13:06:28,008 - pyskl - INFO - Epoch [89][1800/7492] lr: 1.816e-02, eta: 2 days, 19:12:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3072, top5_acc: 0.5634, loss_cls: 7.6335, loss: 7.6335 2025-08-16 13:07:20,653 - pyskl - INFO - Epoch [89][1900/7492] lr: 1.815e-02, eta: 2 days, 19:12:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3113, top5_acc: 0.5763, loss_cls: 7.5740, loss: 7.5740 2025-08-16 13:08:13,084 - pyskl - INFO - Epoch [89][2000/7492] lr: 1.814e-02, eta: 2 days, 19:11:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5763, loss_cls: 7.6233, loss: 7.6233 2025-08-16 13:09:05,807 - pyskl - INFO - Epoch [89][2100/7492] lr: 1.814e-02, eta: 2 days, 19:10:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5572, loss_cls: 7.7342, loss: 7.7342 2025-08-16 13:09:58,506 - pyskl - INFO - Epoch [89][2200/7492] lr: 1.813e-02, eta: 2 days, 19:09:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3094, top5_acc: 0.5637, loss_cls: 7.6228, loss: 7.6228 2025-08-16 13:10:51,022 - pyskl - INFO - Epoch [89][2300/7492] lr: 1.812e-02, eta: 2 days, 19:08:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5769, loss_cls: 7.6277, loss: 7.6277 2025-08-16 13:11:43,232 - pyskl - INFO - Epoch [89][2400/7492] lr: 1.812e-02, eta: 2 days, 19:07:45, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5684, loss_cls: 7.7064, loss: 7.7064 2025-08-16 13:12:35,760 - pyskl - INFO - Epoch [89][2500/7492] lr: 1.811e-02, eta: 2 days, 19:06:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5781, loss_cls: 7.5974, loss: 7.5974 2025-08-16 13:13:28,091 - pyskl - INFO - Epoch [89][2600/7492] lr: 1.810e-02, eta: 2 days, 19:06:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5787, loss_cls: 7.5728, loss: 7.5728 2025-08-16 13:14:20,595 - pyskl - INFO - Epoch [89][2700/7492] lr: 1.810e-02, eta: 2 days, 19:05:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3159, top5_acc: 0.5656, loss_cls: 7.6716, loss: 7.6716 2025-08-16 13:15:13,244 - pyskl - INFO - Epoch [89][2800/7492] lr: 1.809e-02, eta: 2 days, 19:04:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3219, top5_acc: 0.5791, loss_cls: 7.5035, loss: 7.5035 2025-08-16 13:16:05,699 - pyskl - INFO - Epoch [89][2900/7492] lr: 1.808e-02, eta: 2 days, 19:03:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5728, loss_cls: 7.6101, loss: 7.6101 2025-08-16 13:16:58,131 - pyskl - INFO - Epoch [89][3000/7492] lr: 1.808e-02, eta: 2 days, 19:02:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5594, loss_cls: 7.6708, loss: 7.6708 2025-08-16 13:17:50,831 - pyskl - INFO - Epoch [89][3100/7492] lr: 1.807e-02, eta: 2 days, 19:01:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3150, top5_acc: 0.5681, loss_cls: 7.6719, loss: 7.6719 2025-08-16 13:18:43,505 - pyskl - INFO - Epoch [89][3200/7492] lr: 1.806e-02, eta: 2 days, 19:00:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3184, top5_acc: 0.5778, loss_cls: 7.6136, loss: 7.6136 2025-08-16 13:19:36,265 - pyskl - INFO - Epoch [89][3300/7492] lr: 1.806e-02, eta: 2 days, 18:59:56, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5687, loss_cls: 7.6242, loss: 7.6242 2025-08-16 13:20:28,735 - pyskl - INFO - Epoch [89][3400/7492] lr: 1.805e-02, eta: 2 days, 18:59:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5597, loss_cls: 7.6738, loss: 7.6738 2025-08-16 13:21:21,302 - pyskl - INFO - Epoch [89][3500/7492] lr: 1.804e-02, eta: 2 days, 18:58:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3197, top5_acc: 0.5697, loss_cls: 7.5675, loss: 7.5675 2025-08-16 13:22:13,947 - pyskl - INFO - Epoch [89][3600/7492] lr: 1.804e-02, eta: 2 days, 18:57:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5578, loss_cls: 7.6397, loss: 7.6397 2025-08-16 13:23:06,575 - pyskl - INFO - Epoch [89][3700/7492] lr: 1.803e-02, eta: 2 days, 18:56:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2925, top5_acc: 0.5569, loss_cls: 7.7704, loss: 7.7704 2025-08-16 13:23:59,094 - pyskl - INFO - Epoch [89][3800/7492] lr: 1.802e-02, eta: 2 days, 18:55:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5497, loss_cls: 7.7164, loss: 7.7164 2025-08-16 13:24:51,779 - pyskl - INFO - Epoch [89][3900/7492] lr: 1.801e-02, eta: 2 days, 18:54:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2969, top5_acc: 0.5609, loss_cls: 7.7215, loss: 7.7215 2025-08-16 13:25:44,172 - pyskl - INFO - Epoch [89][4000/7492] lr: 1.801e-02, eta: 2 days, 18:53:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3231, top5_acc: 0.5722, loss_cls: 7.5333, loss: 7.5333 2025-08-16 13:26:36,664 - pyskl - INFO - Epoch [89][4100/7492] lr: 1.800e-02, eta: 2 days, 18:52:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3350, top5_acc: 0.5753, loss_cls: 7.4572, loss: 7.4572 2025-08-16 13:27:29,444 - pyskl - INFO - Epoch [89][4200/7492] lr: 1.799e-02, eta: 2 days, 18:52:07, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3019, top5_acc: 0.5456, loss_cls: 7.7091, loss: 7.7091 2025-08-16 13:28:22,120 - pyskl - INFO - Epoch [89][4300/7492] lr: 1.799e-02, eta: 2 days, 18:51:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3094, top5_acc: 0.5666, loss_cls: 7.6394, loss: 7.6394 2025-08-16 13:29:14,826 - pyskl - INFO - Epoch [89][4400/7492] lr: 1.798e-02, eta: 2 days, 18:50:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5628, loss_cls: 7.6571, loss: 7.6571 2025-08-16 13:30:07,405 - pyskl - INFO - Epoch [89][4500/7492] lr: 1.797e-02, eta: 2 days, 18:49:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5575, loss_cls: 7.6883, loss: 7.6883 2025-08-16 13:30:59,719 - pyskl - INFO - Epoch [89][4600/7492] lr: 1.797e-02, eta: 2 days, 18:48:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5600, loss_cls: 7.6521, loss: 7.6521 2025-08-16 13:31:52,361 - pyskl - INFO - Epoch [89][4700/7492] lr: 1.796e-02, eta: 2 days, 18:47:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3025, top5_acc: 0.5647, loss_cls: 7.6182, loss: 7.6182 2025-08-16 13:32:45,052 - pyskl - INFO - Epoch [89][4800/7492] lr: 1.795e-02, eta: 2 days, 18:46:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5709, loss_cls: 7.6179, loss: 7.6179 2025-08-16 13:33:37,926 - pyskl - INFO - Epoch [89][4900/7492] lr: 1.795e-02, eta: 2 days, 18:46:03, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3094, top5_acc: 0.5681, loss_cls: 7.5695, loss: 7.5695 2025-08-16 13:34:30,675 - pyskl - INFO - Epoch [89][5000/7492] lr: 1.794e-02, eta: 2 days, 18:45:11, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5681, loss_cls: 7.5409, loss: 7.5409 2025-08-16 13:35:23,372 - pyskl - INFO - Epoch [89][5100/7492] lr: 1.793e-02, eta: 2 days, 18:44:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5691, loss_cls: 7.5480, loss: 7.5480 2025-08-16 13:36:16,103 - pyskl - INFO - Epoch [89][5200/7492] lr: 1.793e-02, eta: 2 days, 18:43:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5494, loss_cls: 7.7116, loss: 7.7116 2025-08-16 13:37:08,684 - pyskl - INFO - Epoch [89][5300/7492] lr: 1.792e-02, eta: 2 days, 18:42:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3100, top5_acc: 0.5634, loss_cls: 7.6429, loss: 7.6429 2025-08-16 13:38:01,191 - pyskl - INFO - Epoch [89][5400/7492] lr: 1.791e-02, eta: 2 days, 18:41:42, time: 0.527, data_time: 0.002, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5856, loss_cls: 7.5119, loss: 7.5119 2025-08-16 13:38:54,039 - pyskl - INFO - Epoch [89][5500/7492] lr: 1.791e-02, eta: 2 days, 18:40:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2950, top5_acc: 0.5650, loss_cls: 7.6397, loss: 7.6397 2025-08-16 13:39:46,662 - pyskl - INFO - Epoch [89][5600/7492] lr: 1.790e-02, eta: 2 days, 18:39:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3197, top5_acc: 0.5766, loss_cls: 7.5485, loss: 7.5485 2025-08-16 13:40:39,567 - pyskl - INFO - Epoch [89][5700/7492] lr: 1.789e-02, eta: 2 days, 18:39:07, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.2975, top5_acc: 0.5656, loss_cls: 7.6620, loss: 7.6620 2025-08-16 13:41:32,268 - pyskl - INFO - Epoch [89][5800/7492] lr: 1.789e-02, eta: 2 days, 18:38:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5544, loss_cls: 7.7719, loss: 7.7719 2025-08-16 13:42:24,843 - pyskl - INFO - Epoch [89][5900/7492] lr: 1.788e-02, eta: 2 days, 18:37:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5556, loss_cls: 7.7485, loss: 7.7485 2025-08-16 13:43:17,479 - pyskl - INFO - Epoch [89][6000/7492] lr: 1.787e-02, eta: 2 days, 18:36:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5659, loss_cls: 7.6294, loss: 7.6294 2025-08-16 13:44:09,953 - pyskl - INFO - Epoch [89][6100/7492] lr: 1.787e-02, eta: 2 days, 18:35:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3244, top5_acc: 0.5781, loss_cls: 7.4890, loss: 7.4890 2025-08-16 13:45:02,478 - pyskl - INFO - Epoch [89][6200/7492] lr: 1.786e-02, eta: 2 days, 18:34:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2991, top5_acc: 0.5603, loss_cls: 7.6717, loss: 7.6717 2025-08-16 13:45:55,039 - pyskl - INFO - Epoch [89][6300/7492] lr: 1.785e-02, eta: 2 days, 18:33:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 7.7444, loss: 7.7444 2025-08-16 13:46:47,743 - pyskl - INFO - Epoch [89][6400/7492] lr: 1.785e-02, eta: 2 days, 18:33:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3022, top5_acc: 0.5544, loss_cls: 7.7335, loss: 7.7335 2025-08-16 13:47:40,353 - pyskl - INFO - Epoch [89][6500/7492] lr: 1.784e-02, eta: 2 days, 18:32:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3072, top5_acc: 0.5666, loss_cls: 7.6178, loss: 7.6178 2025-08-16 13:48:33,107 - pyskl - INFO - Epoch [89][6600/7492] lr: 1.783e-02, eta: 2 days, 18:31:18, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3006, top5_acc: 0.5563, loss_cls: 7.7203, loss: 7.7203 2025-08-16 13:49:25,764 - pyskl - INFO - Epoch [89][6700/7492] lr: 1.783e-02, eta: 2 days, 18:30:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3147, top5_acc: 0.5678, loss_cls: 7.5327, loss: 7.5327 2025-08-16 13:50:18,455 - pyskl - INFO - Epoch [89][6800/7492] lr: 1.782e-02, eta: 2 days, 18:29:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5775, loss_cls: 7.5249, loss: 7.5249 2025-08-16 13:51:11,444 - pyskl - INFO - Epoch [89][6900/7492] lr: 1.781e-02, eta: 2 days, 18:28:42, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.2931, top5_acc: 0.5566, loss_cls: 7.8074, loss: 7.8074 2025-08-16 13:52:04,115 - pyskl - INFO - Epoch [89][7000/7492] lr: 1.781e-02, eta: 2 days, 18:27:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3031, top5_acc: 0.5703, loss_cls: 7.5615, loss: 7.5615 2025-08-16 13:52:56,704 - pyskl - INFO - Epoch [89][7100/7492] lr: 1.780e-02, eta: 2 days, 18:26:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2991, top5_acc: 0.5550, loss_cls: 7.7585, loss: 7.7585 2025-08-16 13:53:49,413 - pyskl - INFO - Epoch [89][7200/7492] lr: 1.779e-02, eta: 2 days, 18:26:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5694, loss_cls: 7.5753, loss: 7.5753 2025-08-16 13:54:42,174 - pyskl - INFO - Epoch [89][7300/7492] lr: 1.779e-02, eta: 2 days, 18:25:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3137, top5_acc: 0.5719, loss_cls: 7.6388, loss: 7.6388 2025-08-16 13:55:34,841 - pyskl - INFO - Epoch [89][7400/7492] lr: 1.778e-02, eta: 2 days, 18:24:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5672, loss_cls: 7.6186, loss: 7.6186 2025-08-16 13:56:24,303 - pyskl - INFO - Saving checkpoint at 89 epochs 2025-08-16 13:57:20,662 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 13:57:21,405 - pyskl - INFO - top1_acc 0.2691 top5_acc 0.5231 2025-08-16 13:57:21,405 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 13:57:21,446 - pyskl - INFO - mean_acc 0.2689 2025-08-16 13:57:21,459 - pyskl - INFO - Epoch(val) [89][617] top1_acc: 0.2691, top5_acc: 0.5231, mean_class_accuracy: 0.2689 2025-08-16 13:58:42,616 - pyskl - INFO - Epoch [90][100/7492] lr: 1.777e-02, eta: 2 days, 18:22:28, time: 0.811, data_time: 0.288, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5691, loss_cls: 7.6136, loss: 7.6136 2025-08-16 13:59:34,855 - pyskl - INFO - Epoch [90][200/7492] lr: 1.776e-02, eta: 2 days, 18:21:36, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5778, loss_cls: 7.5437, loss: 7.5437 2025-08-16 14:00:27,198 - pyskl - INFO - Epoch [90][300/7492] lr: 1.775e-02, eta: 2 days, 18:20:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3381, top5_acc: 0.5925, loss_cls: 7.4941, loss: 7.4941 2025-08-16 14:01:19,482 - pyskl - INFO - Epoch [90][400/7492] lr: 1.775e-02, eta: 2 days, 18:19:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5619, loss_cls: 7.6374, loss: 7.6374 2025-08-16 14:02:11,752 - pyskl - INFO - Epoch [90][500/7492] lr: 1.774e-02, eta: 2 days, 18:18:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5887, loss_cls: 7.4767, loss: 7.4767 2025-08-16 14:03:04,133 - pyskl - INFO - Epoch [90][600/7492] lr: 1.773e-02, eta: 2 days, 18:18:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3203, top5_acc: 0.5681, loss_cls: 7.5901, loss: 7.5901 2025-08-16 14:03:56,399 - pyskl - INFO - Epoch [90][700/7492] lr: 1.773e-02, eta: 2 days, 18:17:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3184, top5_acc: 0.5694, loss_cls: 7.6497, loss: 7.6497 2025-08-16 14:04:49,069 - pyskl - INFO - Epoch [90][800/7492] lr: 1.772e-02, eta: 2 days, 18:16:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3009, top5_acc: 0.5653, loss_cls: 7.5671, loss: 7.5671 2025-08-16 14:05:41,272 - pyskl - INFO - Epoch [90][900/7492] lr: 1.771e-02, eta: 2 days, 18:15:30, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5516, loss_cls: 7.6661, loss: 7.6661 2025-08-16 14:06:33,795 - pyskl - INFO - Epoch [90][1000/7492] lr: 1.771e-02, eta: 2 days, 18:14:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5509, loss_cls: 7.6263, loss: 7.6263 2025-08-16 14:07:26,327 - pyskl - INFO - Epoch [90][1100/7492] lr: 1.770e-02, eta: 2 days, 18:13:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5641, loss_cls: 7.5590, loss: 7.5590 2025-08-16 14:08:19,517 - pyskl - INFO - Epoch [90][1200/7492] lr: 1.769e-02, eta: 2 days, 18:12:54, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.3137, top5_acc: 0.5713, loss_cls: 7.5211, loss: 7.5211 2025-08-16 14:09:12,167 - pyskl - INFO - Epoch [90][1300/7492] lr: 1.769e-02, eta: 2 days, 18:12:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3131, top5_acc: 0.5741, loss_cls: 7.6267, loss: 7.6267 2025-08-16 14:10:04,962 - pyskl - INFO - Epoch [90][1400/7492] lr: 1.768e-02, eta: 2 days, 18:11:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5775, loss_cls: 7.5564, loss: 7.5564 2025-08-16 14:10:57,523 - pyskl - INFO - Epoch [90][1500/7492] lr: 1.767e-02, eta: 2 days, 18:10:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3137, top5_acc: 0.5637, loss_cls: 7.6533, loss: 7.6533 2025-08-16 14:11:50,013 - pyskl - INFO - Epoch [90][1600/7492] lr: 1.767e-02, eta: 2 days, 18:09:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5797, loss_cls: 7.5476, loss: 7.5476 2025-08-16 14:12:42,541 - pyskl - INFO - Epoch [90][1700/7492] lr: 1.766e-02, eta: 2 days, 18:08:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3169, top5_acc: 0.5722, loss_cls: 7.5003, loss: 7.5003 2025-08-16 14:13:34,813 - pyskl - INFO - Epoch [90][1800/7492] lr: 1.765e-02, eta: 2 days, 18:07:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5694, loss_cls: 7.6210, loss: 7.6210 2025-08-16 14:14:27,440 - pyskl - INFO - Epoch [90][1900/7492] lr: 1.765e-02, eta: 2 days, 18:06:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5703, loss_cls: 7.6291, loss: 7.6291 2025-08-16 14:15:19,835 - pyskl - INFO - Epoch [90][2000/7492] lr: 1.764e-02, eta: 2 days, 18:05:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5813, loss_cls: 7.4582, loss: 7.4582 2025-08-16 14:16:12,486 - pyskl - INFO - Epoch [90][2100/7492] lr: 1.763e-02, eta: 2 days, 18:05:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3275, top5_acc: 0.5781, loss_cls: 7.4805, loss: 7.4805 2025-08-16 14:17:05,170 - pyskl - INFO - Epoch [90][2200/7492] lr: 1.763e-02, eta: 2 days, 18:04:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5703, loss_cls: 7.6823, loss: 7.6823 2025-08-16 14:17:56,998 - pyskl - INFO - Epoch [90][2300/7492] lr: 1.762e-02, eta: 2 days, 18:03:20, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5750, loss_cls: 7.6039, loss: 7.6039 2025-08-16 14:18:49,706 - pyskl - INFO - Epoch [90][2400/7492] lr: 1.761e-02, eta: 2 days, 18:02:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5650, loss_cls: 7.6245, loss: 7.6245 2025-08-16 14:19:42,353 - pyskl - INFO - Epoch [90][2500/7492] lr: 1.761e-02, eta: 2 days, 18:01:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2847, top5_acc: 0.5481, loss_cls: 7.7341, loss: 7.7341 2025-08-16 14:20:34,916 - pyskl - INFO - Epoch [90][2600/7492] lr: 1.760e-02, eta: 2 days, 18:00:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5813, loss_cls: 7.4785, loss: 7.4785 2025-08-16 14:21:27,475 - pyskl - INFO - Epoch [90][2700/7492] lr: 1.759e-02, eta: 2 days, 17:59:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2866, top5_acc: 0.5519, loss_cls: 7.8356, loss: 7.8356 2025-08-16 14:22:20,273 - pyskl - INFO - Epoch [90][2800/7492] lr: 1.759e-02, eta: 2 days, 17:59:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5687, loss_cls: 7.5449, loss: 7.5449 2025-08-16 14:23:12,678 - pyskl - INFO - Epoch [90][2900/7492] lr: 1.758e-02, eta: 2 days, 17:58:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3103, top5_acc: 0.5637, loss_cls: 7.6635, loss: 7.6635 2025-08-16 14:24:05,207 - pyskl - INFO - Epoch [90][3000/7492] lr: 1.757e-02, eta: 2 days, 17:57:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5775, loss_cls: 7.6013, loss: 7.6013 2025-08-16 14:24:57,570 - pyskl - INFO - Epoch [90][3100/7492] lr: 1.757e-02, eta: 2 days, 17:56:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3016, top5_acc: 0.5553, loss_cls: 7.6620, loss: 7.6620 2025-08-16 14:25:50,355 - pyskl - INFO - Epoch [90][3200/7492] lr: 1.756e-02, eta: 2 days, 17:55:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5875, loss_cls: 7.5443, loss: 7.5443 2025-08-16 14:26:43,076 - pyskl - INFO - Epoch [90][3300/7492] lr: 1.755e-02, eta: 2 days, 17:54:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5781, loss_cls: 7.5058, loss: 7.5058 2025-08-16 14:27:35,638 - pyskl - INFO - Epoch [90][3400/7492] lr: 1.755e-02, eta: 2 days, 17:53:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5847, loss_cls: 7.4918, loss: 7.4918 2025-08-16 14:28:28,145 - pyskl - INFO - Epoch [90][3500/7492] lr: 1.754e-02, eta: 2 days, 17:52:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3066, top5_acc: 0.5628, loss_cls: 7.6516, loss: 7.6516 2025-08-16 14:29:20,857 - pyskl - INFO - Epoch [90][3600/7492] lr: 1.753e-02, eta: 2 days, 17:52:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5863, loss_cls: 7.5213, loss: 7.5213 2025-08-16 14:30:13,297 - pyskl - INFO - Epoch [90][3700/7492] lr: 1.753e-02, eta: 2 days, 17:51:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5703, loss_cls: 7.5146, loss: 7.5146 2025-08-16 14:31:05,712 - pyskl - INFO - Epoch [90][3800/7492] lr: 1.752e-02, eta: 2 days, 17:50:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3131, top5_acc: 0.5656, loss_cls: 7.5911, loss: 7.5911 2025-08-16 14:31:58,138 - pyskl - INFO - Epoch [90][3900/7492] lr: 1.751e-02, eta: 2 days, 17:49:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3297, top5_acc: 0.5800, loss_cls: 7.5933, loss: 7.5933 2025-08-16 14:32:50,838 - pyskl - INFO - Epoch [90][4000/7492] lr: 1.751e-02, eta: 2 days, 17:48:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5906, loss_cls: 7.5172, loss: 7.5172 2025-08-16 14:33:43,293 - pyskl - INFO - Epoch [90][4100/7492] lr: 1.750e-02, eta: 2 days, 17:47:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5591, loss_cls: 7.7142, loss: 7.7142 2025-08-16 14:34:35,780 - pyskl - INFO - Epoch [90][4200/7492] lr: 1.749e-02, eta: 2 days, 17:46:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5641, loss_cls: 7.6045, loss: 7.6045 2025-08-16 14:35:28,407 - pyskl - INFO - Epoch [90][4300/7492] lr: 1.749e-02, eta: 2 days, 17:45:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3106, top5_acc: 0.5650, loss_cls: 7.5578, loss: 7.5578 2025-08-16 14:36:20,907 - pyskl - INFO - Epoch [90][4400/7492] lr: 1.748e-02, eta: 2 days, 17:45:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2994, top5_acc: 0.5509, loss_cls: 7.7033, loss: 7.7033 2025-08-16 14:37:13,566 - pyskl - INFO - Epoch [90][4500/7492] lr: 1.747e-02, eta: 2 days, 17:44:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3137, top5_acc: 0.5575, loss_cls: 7.7247, loss: 7.7247 2025-08-16 14:38:06,154 - pyskl - INFO - Epoch [90][4600/7492] lr: 1.747e-02, eta: 2 days, 17:43:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.2941, top5_acc: 0.5603, loss_cls: 7.7145, loss: 7.7145 2025-08-16 14:38:58,990 - pyskl - INFO - Epoch [90][4700/7492] lr: 1.746e-02, eta: 2 days, 17:42:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5734, loss_cls: 7.5852, loss: 7.5852 2025-08-16 14:39:51,549 - pyskl - INFO - Epoch [90][4800/7492] lr: 1.745e-02, eta: 2 days, 17:41:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3113, top5_acc: 0.5559, loss_cls: 7.6251, loss: 7.6251 2025-08-16 14:40:44,017 - pyskl - INFO - Epoch [90][4900/7492] lr: 1.745e-02, eta: 2 days, 17:40:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3203, top5_acc: 0.5791, loss_cls: 7.5580, loss: 7.5580 2025-08-16 14:41:36,462 - pyskl - INFO - Epoch [90][5000/7492] lr: 1.744e-02, eta: 2 days, 17:39:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5687, loss_cls: 7.5716, loss: 7.5716 2025-08-16 14:42:28,946 - pyskl - INFO - Epoch [90][5100/7492] lr: 1.743e-02, eta: 2 days, 17:39:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.5897, loss_cls: 7.5011, loss: 7.5011 2025-08-16 14:43:21,584 - pyskl - INFO - Epoch [90][5200/7492] lr: 1.743e-02, eta: 2 days, 17:38:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3169, top5_acc: 0.5656, loss_cls: 7.5996, loss: 7.5996 2025-08-16 14:44:14,077 - pyskl - INFO - Epoch [90][5300/7492] lr: 1.742e-02, eta: 2 days, 17:37:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5728, loss_cls: 7.6184, loss: 7.6184 2025-08-16 14:45:06,702 - pyskl - INFO - Epoch [90][5400/7492] lr: 1.741e-02, eta: 2 days, 17:36:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5803, loss_cls: 7.5590, loss: 7.5590 2025-08-16 14:45:59,358 - pyskl - INFO - Epoch [90][5500/7492] lr: 1.741e-02, eta: 2 days, 17:35:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3106, top5_acc: 0.5587, loss_cls: 7.6868, loss: 7.6868 2025-08-16 14:46:51,787 - pyskl - INFO - Epoch [90][5600/7492] lr: 1.740e-02, eta: 2 days, 17:34:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5666, loss_cls: 7.6442, loss: 7.6442 2025-08-16 14:47:44,438 - pyskl - INFO - Epoch [90][5700/7492] lr: 1.739e-02, eta: 2 days, 17:33:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5616, loss_cls: 7.7151, loss: 7.7151 2025-08-16 14:48:37,072 - pyskl - INFO - Epoch [90][5800/7492] lr: 1.739e-02, eta: 2 days, 17:32:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3103, top5_acc: 0.5694, loss_cls: 7.6670, loss: 7.6670 2025-08-16 14:49:29,461 - pyskl - INFO - Epoch [90][5900/7492] lr: 1.738e-02, eta: 2 days, 17:32:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2981, top5_acc: 0.5659, loss_cls: 7.6135, loss: 7.6135 2025-08-16 14:50:22,004 - pyskl - INFO - Epoch [90][6000/7492] lr: 1.737e-02, eta: 2 days, 17:31:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5703, loss_cls: 7.6138, loss: 7.6138 2025-08-16 14:51:14,326 - pyskl - INFO - Epoch [90][6100/7492] lr: 1.737e-02, eta: 2 days, 17:30:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3131, top5_acc: 0.5744, loss_cls: 7.5836, loss: 7.5836 2025-08-16 14:52:06,732 - pyskl - INFO - Epoch [90][6200/7492] lr: 1.736e-02, eta: 2 days, 17:29:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2966, top5_acc: 0.5653, loss_cls: 7.6485, loss: 7.6485 2025-08-16 14:52:59,430 - pyskl - INFO - Epoch [90][6300/7492] lr: 1.735e-02, eta: 2 days, 17:28:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3019, top5_acc: 0.5531, loss_cls: 7.7486, loss: 7.7486 2025-08-16 14:53:52,185 - pyskl - INFO - Epoch [90][6400/7492] lr: 1.735e-02, eta: 2 days, 17:27:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5628, loss_cls: 7.6805, loss: 7.6805 2025-08-16 14:54:44,665 - pyskl - INFO - Epoch [90][6500/7492] lr: 1.734e-02, eta: 2 days, 17:26:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5894, loss_cls: 7.5534, loss: 7.5534 2025-08-16 14:55:37,278 - pyskl - INFO - Epoch [90][6600/7492] lr: 1.733e-02, eta: 2 days, 17:25:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5713, loss_cls: 7.5201, loss: 7.5201 2025-08-16 14:56:29,796 - pyskl - INFO - Epoch [90][6700/7492] lr: 1.733e-02, eta: 2 days, 17:25:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3187, top5_acc: 0.5716, loss_cls: 7.6251, loss: 7.6251 2025-08-16 14:57:22,391 - pyskl - INFO - Epoch [90][6800/7492] lr: 1.732e-02, eta: 2 days, 17:24:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5687, loss_cls: 7.6305, loss: 7.6305 2025-08-16 14:58:15,085 - pyskl - INFO - Epoch [90][6900/7492] lr: 1.731e-02, eta: 2 days, 17:23:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3113, top5_acc: 0.5625, loss_cls: 7.6853, loss: 7.6853 2025-08-16 14:59:07,595 - pyskl - INFO - Epoch [90][7000/7492] lr: 1.731e-02, eta: 2 days, 17:22:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5722, loss_cls: 7.4838, loss: 7.4838 2025-08-16 15:00:00,152 - pyskl - INFO - Epoch [90][7100/7492] lr: 1.730e-02, eta: 2 days, 17:21:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3166, top5_acc: 0.5778, loss_cls: 7.4710, loss: 7.4710 2025-08-16 15:00:52,854 - pyskl - INFO - Epoch [90][7200/7492] lr: 1.729e-02, eta: 2 days, 17:20:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5641, loss_cls: 7.6840, loss: 7.6840 2025-08-16 15:01:45,202 - pyskl - INFO - Epoch [90][7300/7492] lr: 1.729e-02, eta: 2 days, 17:19:54, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.2903, top5_acc: 0.5594, loss_cls: 7.7378, loss: 7.7378 2025-08-16 15:02:37,656 - pyskl - INFO - Epoch [90][7400/7492] lr: 1.728e-02, eta: 2 days, 17:19:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3247, top5_acc: 0.5772, loss_cls: 7.5745, loss: 7.5745 2025-08-16 15:03:27,061 - pyskl - INFO - Saving checkpoint at 90 epochs 2025-08-16 15:04:21,290 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 15:04:22,038 - pyskl - INFO - top1_acc 0.2547 top5_acc 0.5015 2025-08-16 15:04:22,038 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 15:04:22,077 - pyskl - INFO - mean_acc 0.2544 2025-08-16 15:04:22,091 - pyskl - INFO - Epoch(val) [90][617] top1_acc: 0.2547, top5_acc: 0.5015, mean_class_accuracy: 0.2544 2025-08-16 15:05:43,910 - pyskl - INFO - Epoch [91][100/7492] lr: 1.727e-02, eta: 2 days, 17:17:09, time: 0.818, data_time: 0.293, memory: 13026, top1_acc: 0.3328, top5_acc: 0.5856, loss_cls: 7.4053, loss: 7.4053 2025-08-16 15:06:36,395 - pyskl - INFO - Epoch [91][200/7492] lr: 1.726e-02, eta: 2 days, 17:16:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3181, top5_acc: 0.5806, loss_cls: 7.5432, loss: 7.5432 2025-08-16 15:07:28,905 - pyskl - INFO - Epoch [91][300/7492] lr: 1.725e-02, eta: 2 days, 17:15:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3231, top5_acc: 0.5847, loss_cls: 7.4818, loss: 7.4818 2025-08-16 15:08:21,389 - pyskl - INFO - Epoch [91][400/7492] lr: 1.725e-02, eta: 2 days, 17:14:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5700, loss_cls: 7.5795, loss: 7.5795 2025-08-16 15:09:13,865 - pyskl - INFO - Epoch [91][500/7492] lr: 1.724e-02, eta: 2 days, 17:13:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3209, top5_acc: 0.5772, loss_cls: 7.4930, loss: 7.4930 2025-08-16 15:10:06,029 - pyskl - INFO - Epoch [91][600/7492] lr: 1.723e-02, eta: 2 days, 17:12:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3137, top5_acc: 0.5759, loss_cls: 7.6154, loss: 7.6154 2025-08-16 15:10:58,511 - pyskl - INFO - Epoch [91][700/7492] lr: 1.723e-02, eta: 2 days, 17:11:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3197, top5_acc: 0.5728, loss_cls: 7.5708, loss: 7.5708 2025-08-16 15:11:50,566 - pyskl - INFO - Epoch [91][800/7492] lr: 1.722e-02, eta: 2 days, 17:11:03, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5697, loss_cls: 7.5965, loss: 7.5965 2025-08-16 15:12:42,786 - pyskl - INFO - Epoch [91][900/7492] lr: 1.721e-02, eta: 2 days, 17:10:11, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3113, top5_acc: 0.5681, loss_cls: 7.5725, loss: 7.5725 2025-08-16 15:13:35,389 - pyskl - INFO - Epoch [91][1000/7492] lr: 1.721e-02, eta: 2 days, 17:09:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3178, top5_acc: 0.5859, loss_cls: 7.5932, loss: 7.5932 2025-08-16 15:14:27,946 - pyskl - INFO - Epoch [91][1100/7492] lr: 1.720e-02, eta: 2 days, 17:08:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5791, loss_cls: 7.5077, loss: 7.5077 2025-08-16 15:15:20,529 - pyskl - INFO - Epoch [91][1200/7492] lr: 1.719e-02, eta: 2 days, 17:07:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3019, top5_acc: 0.5681, loss_cls: 7.5751, loss: 7.5751 2025-08-16 15:16:12,941 - pyskl - INFO - Epoch [91][1300/7492] lr: 1.719e-02, eta: 2 days, 17:06:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5844, loss_cls: 7.5270, loss: 7.5270 2025-08-16 15:17:05,298 - pyskl - INFO - Epoch [91][1400/7492] lr: 1.718e-02, eta: 2 days, 17:05:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5669, loss_cls: 7.6151, loss: 7.6151 2025-08-16 15:17:57,806 - pyskl - INFO - Epoch [91][1500/7492] lr: 1.718e-02, eta: 2 days, 17:04:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3187, top5_acc: 0.5809, loss_cls: 7.5084, loss: 7.5084 2025-08-16 15:18:50,289 - pyskl - INFO - Epoch [91][1600/7492] lr: 1.717e-02, eta: 2 days, 17:04:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5681, loss_cls: 7.6739, loss: 7.6739 2025-08-16 15:19:43,093 - pyskl - INFO - Epoch [91][1700/7492] lr: 1.716e-02, eta: 2 days, 17:03:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3137, top5_acc: 0.5637, loss_cls: 7.6536, loss: 7.6536 2025-08-16 15:20:35,563 - pyskl - INFO - Epoch [91][1800/7492] lr: 1.716e-02, eta: 2 days, 17:02:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3209, top5_acc: 0.5869, loss_cls: 7.4342, loss: 7.4342 2025-08-16 15:21:27,882 - pyskl - INFO - Epoch [91][1900/7492] lr: 1.715e-02, eta: 2 days, 17:01:30, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3169, top5_acc: 0.5759, loss_cls: 7.5833, loss: 7.5833 2025-08-16 15:22:20,434 - pyskl - INFO - Epoch [91][2000/7492] lr: 1.714e-02, eta: 2 days, 17:00:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3184, top5_acc: 0.5784, loss_cls: 7.5385, loss: 7.5385 2025-08-16 15:23:13,205 - pyskl - INFO - Epoch [91][2100/7492] lr: 1.714e-02, eta: 2 days, 16:59:45, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.5841, loss_cls: 7.4538, loss: 7.4538 2025-08-16 15:24:05,659 - pyskl - INFO - Epoch [91][2200/7492] lr: 1.713e-02, eta: 2 days, 16:58:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5666, loss_cls: 7.6523, loss: 7.6523 2025-08-16 15:24:57,989 - pyskl - INFO - Epoch [91][2300/7492] lr: 1.712e-02, eta: 2 days, 16:58:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5722, loss_cls: 7.5694, loss: 7.5694 2025-08-16 15:25:50,397 - pyskl - INFO - Epoch [91][2400/7492] lr: 1.712e-02, eta: 2 days, 16:57:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3181, top5_acc: 0.5834, loss_cls: 7.5165, loss: 7.5165 2025-08-16 15:26:42,822 - pyskl - INFO - Epoch [91][2500/7492] lr: 1.711e-02, eta: 2 days, 16:56:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5616, loss_cls: 7.6449, loss: 7.6449 2025-08-16 15:27:35,281 - pyskl - INFO - Epoch [91][2600/7492] lr: 1.710e-02, eta: 2 days, 16:55:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5694, loss_cls: 7.6158, loss: 7.6158 2025-08-16 15:28:27,702 - pyskl - INFO - Epoch [91][2700/7492] lr: 1.710e-02, eta: 2 days, 16:54:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5803, loss_cls: 7.4583, loss: 7.4583 2025-08-16 15:29:20,258 - pyskl - INFO - Epoch [91][2800/7492] lr: 1.709e-02, eta: 2 days, 16:53:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5694, loss_cls: 7.6016, loss: 7.6016 2025-08-16 15:30:13,021 - pyskl - INFO - Epoch [91][2900/7492] lr: 1.708e-02, eta: 2 days, 16:52:48, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.2972, top5_acc: 0.5713, loss_cls: 7.7239, loss: 7.7239 2025-08-16 15:31:05,451 - pyskl - INFO - Epoch [91][3000/7492] lr: 1.708e-02, eta: 2 days, 16:51:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3106, top5_acc: 0.5697, loss_cls: 7.6465, loss: 7.6465 2025-08-16 15:31:58,050 - pyskl - INFO - Epoch [91][3100/7492] lr: 1.707e-02, eta: 2 days, 16:51:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5744, loss_cls: 7.6208, loss: 7.6208 2025-08-16 15:32:50,755 - pyskl - INFO - Epoch [91][3200/7492] lr: 1.706e-02, eta: 2 days, 16:50:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5631, loss_cls: 7.6264, loss: 7.6264 2025-08-16 15:33:43,336 - pyskl - INFO - Epoch [91][3300/7492] lr: 1.706e-02, eta: 2 days, 16:49:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5837, loss_cls: 7.4970, loss: 7.4970 2025-08-16 15:34:35,850 - pyskl - INFO - Epoch [91][3400/7492] lr: 1.705e-02, eta: 2 days, 16:48:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3181, top5_acc: 0.5666, loss_cls: 7.7110, loss: 7.7110 2025-08-16 15:35:28,489 - pyskl - INFO - Epoch [91][3500/7492] lr: 1.704e-02, eta: 2 days, 16:47:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3187, top5_acc: 0.5759, loss_cls: 7.5224, loss: 7.5224 2025-08-16 15:36:21,388 - pyskl - INFO - Epoch [91][3600/7492] lr: 1.704e-02, eta: 2 days, 16:46:43, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3047, top5_acc: 0.5637, loss_cls: 7.6688, loss: 7.6688 2025-08-16 15:37:13,885 - pyskl - INFO - Epoch [91][3700/7492] lr: 1.703e-02, eta: 2 days, 16:45:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3241, top5_acc: 0.5906, loss_cls: 7.4877, loss: 7.4877 2025-08-16 15:38:06,597 - pyskl - INFO - Epoch [91][3800/7492] lr: 1.702e-02, eta: 2 days, 16:44:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5803, loss_cls: 7.4936, loss: 7.4936 2025-08-16 15:38:59,334 - pyskl - INFO - Epoch [91][3900/7492] lr: 1.702e-02, eta: 2 days, 16:44:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3206, top5_acc: 0.5784, loss_cls: 7.5712, loss: 7.5712 2025-08-16 15:39:51,970 - pyskl - INFO - Epoch [91][4000/7492] lr: 1.701e-02, eta: 2 days, 16:43:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5837, loss_cls: 7.5591, loss: 7.5591 2025-08-16 15:40:44,580 - pyskl - INFO - Epoch [91][4100/7492] lr: 1.700e-02, eta: 2 days, 16:42:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3206, top5_acc: 0.5697, loss_cls: 7.6002, loss: 7.6002 2025-08-16 15:41:36,898 - pyskl - INFO - Epoch [91][4200/7492] lr: 1.700e-02, eta: 2 days, 16:41:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5634, loss_cls: 7.6209, loss: 7.6209 2025-08-16 15:42:29,513 - pyskl - INFO - Epoch [91][4300/7492] lr: 1.699e-02, eta: 2 days, 16:40:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5787, loss_cls: 7.6197, loss: 7.6197 2025-08-16 15:43:21,959 - pyskl - INFO - Epoch [91][4400/7492] lr: 1.698e-02, eta: 2 days, 16:39:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3159, top5_acc: 0.5719, loss_cls: 7.5776, loss: 7.5776 2025-08-16 15:44:14,393 - pyskl - INFO - Epoch [91][4500/7492] lr: 1.698e-02, eta: 2 days, 16:38:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2956, top5_acc: 0.5547, loss_cls: 7.6655, loss: 7.6655 2025-08-16 15:45:07,018 - pyskl - INFO - Epoch [91][4600/7492] lr: 1.697e-02, eta: 2 days, 16:38:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3100, top5_acc: 0.5619, loss_cls: 7.6574, loss: 7.6574 2025-08-16 15:45:59,500 - pyskl - INFO - Epoch [91][4700/7492] lr: 1.696e-02, eta: 2 days, 16:37:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5716, loss_cls: 7.5243, loss: 7.5243 2025-08-16 15:46:52,104 - pyskl - INFO - Epoch [91][4800/7492] lr: 1.696e-02, eta: 2 days, 16:36:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3131, top5_acc: 0.5753, loss_cls: 7.6205, loss: 7.6205 2025-08-16 15:47:44,610 - pyskl - INFO - Epoch [91][4900/7492] lr: 1.695e-02, eta: 2 days, 16:35:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5669, loss_cls: 7.5792, loss: 7.5792 2025-08-16 15:48:37,114 - pyskl - INFO - Epoch [91][5000/7492] lr: 1.694e-02, eta: 2 days, 16:34:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.2963, top5_acc: 0.5500, loss_cls: 7.6877, loss: 7.6877 2025-08-16 15:49:29,395 - pyskl - INFO - Epoch [91][5100/7492] lr: 1.694e-02, eta: 2 days, 16:33:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5681, loss_cls: 7.6562, loss: 7.6562 2025-08-16 15:50:21,940 - pyskl - INFO - Epoch [91][5200/7492] lr: 1.693e-02, eta: 2 days, 16:32:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 7.6535, loss: 7.6535 2025-08-16 15:51:14,455 - pyskl - INFO - Epoch [91][5300/7492] lr: 1.692e-02, eta: 2 days, 16:31:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5784, loss_cls: 7.5680, loss: 7.5680 2025-08-16 15:52:06,872 - pyskl - INFO - Epoch [91][5400/7492] lr: 1.692e-02, eta: 2 days, 16:31:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5547, loss_cls: 7.7162, loss: 7.7162 2025-08-16 15:52:59,513 - pyskl - INFO - Epoch [91][5500/7492] lr: 1.691e-02, eta: 2 days, 16:30:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5669, loss_cls: 7.4791, loss: 7.4791 2025-08-16 15:53:51,931 - pyskl - INFO - Epoch [91][5600/7492] lr: 1.690e-02, eta: 2 days, 16:29:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5716, loss_cls: 7.5035, loss: 7.5035 2025-08-16 15:54:44,273 - pyskl - INFO - Epoch [91][5700/7492] lr: 1.690e-02, eta: 2 days, 16:28:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3203, top5_acc: 0.5691, loss_cls: 7.5582, loss: 7.5582 2025-08-16 15:55:36,901 - pyskl - INFO - Epoch [91][5800/7492] lr: 1.689e-02, eta: 2 days, 16:27:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5616, loss_cls: 7.6517, loss: 7.6517 2025-08-16 15:56:29,677 - pyskl - INFO - Epoch [91][5900/7492] lr: 1.688e-02, eta: 2 days, 16:26:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5753, loss_cls: 7.4788, loss: 7.4788 2025-08-16 15:57:22,167 - pyskl - INFO - Epoch [91][6000/7492] lr: 1.688e-02, eta: 2 days, 16:25:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5706, loss_cls: 7.6853, loss: 7.6853 2025-08-16 15:58:14,746 - pyskl - INFO - Epoch [91][6100/7492] lr: 1.687e-02, eta: 2 days, 16:25:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3059, top5_acc: 0.5756, loss_cls: 7.5713, loss: 7.5713 2025-08-16 15:59:07,192 - pyskl - INFO - Epoch [91][6200/7492] lr: 1.686e-02, eta: 2 days, 16:24:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5803, loss_cls: 7.4846, loss: 7.4846 2025-08-16 15:59:59,656 - pyskl - INFO - Epoch [91][6300/7492] lr: 1.686e-02, eta: 2 days, 16:23:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5619, loss_cls: 7.6111, loss: 7.6111 2025-08-16 16:00:52,125 - pyskl - INFO - Epoch [91][6400/7492] lr: 1.685e-02, eta: 2 days, 16:22:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5725, loss_cls: 7.6489, loss: 7.6489 2025-08-16 16:01:44,761 - pyskl - INFO - Epoch [91][6500/7492] lr: 1.684e-02, eta: 2 days, 16:21:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5791, loss_cls: 7.4656, loss: 7.4656 2025-08-16 16:02:37,081 - pyskl - INFO - Epoch [91][6600/7492] lr: 1.684e-02, eta: 2 days, 16:20:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5741, loss_cls: 7.6377, loss: 7.6377 2025-08-16 16:03:29,056 - pyskl - INFO - Epoch [91][6700/7492] lr: 1.683e-02, eta: 2 days, 16:19:46, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3103, top5_acc: 0.5675, loss_cls: 7.6081, loss: 7.6081 2025-08-16 16:04:21,633 - pyskl - INFO - Epoch [91][6800/7492] lr: 1.682e-02, eta: 2 days, 16:18:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3234, top5_acc: 0.5737, loss_cls: 7.5538, loss: 7.5538 2025-08-16 16:05:14,416 - pyskl - INFO - Epoch [91][6900/7492] lr: 1.682e-02, eta: 2 days, 16:18:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5753, loss_cls: 7.5330, loss: 7.5330 2025-08-16 16:06:07,062 - pyskl - INFO - Epoch [91][7000/7492] lr: 1.681e-02, eta: 2 days, 16:17:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3206, top5_acc: 0.5713, loss_cls: 7.5544, loss: 7.5544 2025-08-16 16:06:59,586 - pyskl - INFO - Epoch [91][7100/7492] lr: 1.680e-02, eta: 2 days, 16:16:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3331, top5_acc: 0.5834, loss_cls: 7.5376, loss: 7.5376 2025-08-16 16:07:52,264 - pyskl - INFO - Epoch [91][7200/7492] lr: 1.680e-02, eta: 2 days, 16:15:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3159, top5_acc: 0.5794, loss_cls: 7.5435, loss: 7.5435 2025-08-16 16:08:44,902 - pyskl - INFO - Epoch [91][7300/7492] lr: 1.679e-02, eta: 2 days, 16:14:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3041, top5_acc: 0.5594, loss_cls: 7.7047, loss: 7.7047 2025-08-16 16:09:37,392 - pyskl - INFO - Epoch [91][7400/7492] lr: 1.678e-02, eta: 2 days, 16:13:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5791, loss_cls: 7.4875, loss: 7.4875 2025-08-16 16:10:26,766 - pyskl - INFO - Saving checkpoint at 91 epochs 2025-08-16 16:11:21,583 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 16:11:22,319 - pyskl - INFO - top1_acc 0.2686 top5_acc 0.5182 2025-08-16 16:11:22,319 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 16:11:22,356 - pyskl - INFO - mean_acc 0.2684 2025-08-16 16:11:22,368 - pyskl - INFO - Epoch(val) [91][617] top1_acc: 0.2686, top5_acc: 0.5182, mean_class_accuracy: 0.2684 2025-08-16 16:12:43,754 - pyskl - INFO - Epoch [92][100/7492] lr: 1.677e-02, eta: 2 days, 16:11:49, time: 0.814, data_time: 0.289, memory: 13026, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 7.4610, loss: 7.4610 2025-08-16 16:13:36,093 - pyskl - INFO - Epoch [92][200/7492] lr: 1.677e-02, eta: 2 days, 16:10:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5663, loss_cls: 7.5965, loss: 7.5965 2025-08-16 16:14:28,148 - pyskl - INFO - Epoch [92][300/7492] lr: 1.676e-02, eta: 2 days, 16:10:04, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3297, top5_acc: 0.5828, loss_cls: 7.5686, loss: 7.5686 2025-08-16 16:15:20,349 - pyskl - INFO - Epoch [92][400/7492] lr: 1.675e-02, eta: 2 days, 16:09:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.2988, top5_acc: 0.5716, loss_cls: 7.6010, loss: 7.6010 2025-08-16 16:16:12,415 - pyskl - INFO - Epoch [92][500/7492] lr: 1.675e-02, eta: 2 days, 16:08:20, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5694, loss_cls: 7.5736, loss: 7.5736 2025-08-16 16:17:04,584 - pyskl - INFO - Epoch [92][600/7492] lr: 1.674e-02, eta: 2 days, 16:07:27, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3209, top5_acc: 0.5697, loss_cls: 7.4550, loss: 7.4550 2025-08-16 16:17:56,772 - pyskl - INFO - Epoch [92][700/7492] lr: 1.673e-02, eta: 2 days, 16:06:35, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5813, loss_cls: 7.5745, loss: 7.5745 2025-08-16 16:18:48,919 - pyskl - INFO - Epoch [92][800/7492] lr: 1.673e-02, eta: 2 days, 16:05:42, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.6012, loss_cls: 7.3644, loss: 7.3644 2025-08-16 16:19:41,245 - pyskl - INFO - Epoch [92][900/7492] lr: 1.672e-02, eta: 2 days, 16:04:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5728, loss_cls: 7.4752, loss: 7.4752 2025-08-16 16:20:33,589 - pyskl - INFO - Epoch [92][1000/7492] lr: 1.671e-02, eta: 2 days, 16:03:58, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3197, top5_acc: 0.5709, loss_cls: 7.5330, loss: 7.5330 2025-08-16 16:21:26,227 - pyskl - INFO - Epoch [92][1100/7492] lr: 1.671e-02, eta: 2 days, 16:03:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3244, top5_acc: 0.5913, loss_cls: 7.4102, loss: 7.4102 2025-08-16 16:22:18,717 - pyskl - INFO - Epoch [92][1200/7492] lr: 1.670e-02, eta: 2 days, 16:02:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3247, top5_acc: 0.5903, loss_cls: 7.4991, loss: 7.4991 2025-08-16 16:23:11,545 - pyskl - INFO - Epoch [92][1300/7492] lr: 1.669e-02, eta: 2 days, 16:01:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.5941, loss_cls: 7.4887, loss: 7.4887 2025-08-16 16:24:04,203 - pyskl - INFO - Epoch [92][1400/7492] lr: 1.669e-02, eta: 2 days, 16:00:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3269, top5_acc: 0.5775, loss_cls: 7.5149, loss: 7.5149 2025-08-16 16:24:56,625 - pyskl - INFO - Epoch [92][1500/7492] lr: 1.668e-02, eta: 2 days, 15:59:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3234, top5_acc: 0.5666, loss_cls: 7.4227, loss: 7.4227 2025-08-16 16:25:48,943 - pyskl - INFO - Epoch [92][1600/7492] lr: 1.667e-02, eta: 2 days, 15:58:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5675, loss_cls: 7.5912, loss: 7.5912 2025-08-16 16:26:41,488 - pyskl - INFO - Epoch [92][1700/7492] lr: 1.667e-02, eta: 2 days, 15:57:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3269, top5_acc: 0.5837, loss_cls: 7.4936, loss: 7.4936 2025-08-16 16:27:33,793 - pyskl - INFO - Epoch [92][1800/7492] lr: 1.666e-02, eta: 2 days, 15:57:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5650, loss_cls: 7.5564, loss: 7.5564 2025-08-16 16:28:26,150 - pyskl - INFO - Epoch [92][1900/7492] lr: 1.665e-02, eta: 2 days, 15:56:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3266, top5_acc: 0.5806, loss_cls: 7.4996, loss: 7.4996 2025-08-16 16:29:18,537 - pyskl - INFO - Epoch [92][2000/7492] lr: 1.665e-02, eta: 2 days, 15:55:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3169, top5_acc: 0.5822, loss_cls: 7.5292, loss: 7.5292 2025-08-16 16:30:11,605 - pyskl - INFO - Epoch [92][2100/7492] lr: 1.664e-02, eta: 2 days, 15:54:24, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5853, loss_cls: 7.5169, loss: 7.5169 2025-08-16 16:31:04,105 - pyskl - INFO - Epoch [92][2200/7492] lr: 1.663e-02, eta: 2 days, 15:53:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5666, loss_cls: 7.6663, loss: 7.6663 2025-08-16 16:31:56,636 - pyskl - INFO - Epoch [92][2300/7492] lr: 1.663e-02, eta: 2 days, 15:52:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5653, loss_cls: 7.5973, loss: 7.5973 2025-08-16 16:32:49,081 - pyskl - INFO - Epoch [92][2400/7492] lr: 1.662e-02, eta: 2 days, 15:51:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3141, top5_acc: 0.5806, loss_cls: 7.6491, loss: 7.6491 2025-08-16 16:33:41,439 - pyskl - INFO - Epoch [92][2500/7492] lr: 1.661e-02, eta: 2 days, 15:50:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3291, top5_acc: 0.5887, loss_cls: 7.4789, loss: 7.4789 2025-08-16 16:34:34,273 - pyskl - INFO - Epoch [92][2600/7492] lr: 1.661e-02, eta: 2 days, 15:50:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5806, loss_cls: 7.4596, loss: 7.4596 2025-08-16 16:35:26,806 - pyskl - INFO - Epoch [92][2700/7492] lr: 1.660e-02, eta: 2 days, 15:49:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5747, loss_cls: 7.5457, loss: 7.5457 2025-08-16 16:36:19,282 - pyskl - INFO - Epoch [92][2800/7492] lr: 1.659e-02, eta: 2 days, 15:48:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3216, top5_acc: 0.5913, loss_cls: 7.4920, loss: 7.4920 2025-08-16 16:37:11,874 - pyskl - INFO - Epoch [92][2900/7492] lr: 1.659e-02, eta: 2 days, 15:47:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3187, top5_acc: 0.5791, loss_cls: 7.5144, loss: 7.5144 2025-08-16 16:38:04,327 - pyskl - INFO - Epoch [92][3000/7492] lr: 1.658e-02, eta: 2 days, 15:46:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5644, loss_cls: 7.7465, loss: 7.7465 2025-08-16 16:38:56,792 - pyskl - INFO - Epoch [92][3100/7492] lr: 1.657e-02, eta: 2 days, 15:45:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5628, loss_cls: 7.6156, loss: 7.6156 2025-08-16 16:39:49,230 - pyskl - INFO - Epoch [92][3200/7492] lr: 1.657e-02, eta: 2 days, 15:44:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3244, top5_acc: 0.5794, loss_cls: 7.5173, loss: 7.5173 2025-08-16 16:40:41,891 - pyskl - INFO - Epoch [92][3300/7492] lr: 1.656e-02, eta: 2 days, 15:43:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3075, top5_acc: 0.5637, loss_cls: 7.6362, loss: 7.6362 2025-08-16 16:41:34,588 - pyskl - INFO - Epoch [92][3400/7492] lr: 1.655e-02, eta: 2 days, 15:43:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5650, loss_cls: 7.6570, loss: 7.6570 2025-08-16 16:42:27,274 - pyskl - INFO - Epoch [92][3500/7492] lr: 1.655e-02, eta: 2 days, 15:42:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5837, loss_cls: 7.5035, loss: 7.5035 2025-08-16 16:43:19,767 - pyskl - INFO - Epoch [92][3600/7492] lr: 1.654e-02, eta: 2 days, 15:41:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3175, top5_acc: 0.5716, loss_cls: 7.6297, loss: 7.6297 2025-08-16 16:44:12,253 - pyskl - INFO - Epoch [92][3700/7492] lr: 1.653e-02, eta: 2 days, 15:40:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3150, top5_acc: 0.5831, loss_cls: 7.5602, loss: 7.5602 2025-08-16 16:45:04,667 - pyskl - INFO - Epoch [92][3800/7492] lr: 1.653e-02, eta: 2 days, 15:39:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3019, top5_acc: 0.5644, loss_cls: 7.6179, loss: 7.6179 2025-08-16 16:45:57,337 - pyskl - INFO - Epoch [92][3900/7492] lr: 1.652e-02, eta: 2 days, 15:38:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3266, top5_acc: 0.5822, loss_cls: 7.4917, loss: 7.4917 2025-08-16 16:46:50,071 - pyskl - INFO - Epoch [92][4000/7492] lr: 1.651e-02, eta: 2 days, 15:37:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5731, loss_cls: 7.5592, loss: 7.5592 2025-08-16 16:47:42,861 - pyskl - INFO - Epoch [92][4100/7492] lr: 1.651e-02, eta: 2 days, 15:37:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3038, top5_acc: 0.5672, loss_cls: 7.6605, loss: 7.6605 2025-08-16 16:48:35,655 - pyskl - INFO - Epoch [92][4200/7492] lr: 1.650e-02, eta: 2 days, 15:36:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3216, top5_acc: 0.5787, loss_cls: 7.5049, loss: 7.5049 2025-08-16 16:49:28,214 - pyskl - INFO - Epoch [92][4300/7492] lr: 1.650e-02, eta: 2 days, 15:35:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3050, top5_acc: 0.5697, loss_cls: 7.6042, loss: 7.6042 2025-08-16 16:50:20,748 - pyskl - INFO - Epoch [92][4400/7492] lr: 1.649e-02, eta: 2 days, 15:34:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3356, top5_acc: 0.5787, loss_cls: 7.5320, loss: 7.5320 2025-08-16 16:51:13,426 - pyskl - INFO - Epoch [92][4500/7492] lr: 1.648e-02, eta: 2 days, 15:33:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3053, top5_acc: 0.5591, loss_cls: 7.6816, loss: 7.6816 2025-08-16 16:52:05,966 - pyskl - INFO - Epoch [92][4600/7492] lr: 1.648e-02, eta: 2 days, 15:32:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5709, loss_cls: 7.5012, loss: 7.5012 2025-08-16 16:52:58,721 - pyskl - INFO - Epoch [92][4700/7492] lr: 1.647e-02, eta: 2 days, 15:31:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3091, top5_acc: 0.5819, loss_cls: 7.5237, loss: 7.5237 2025-08-16 16:53:51,353 - pyskl - INFO - Epoch [92][4800/7492] lr: 1.646e-02, eta: 2 days, 15:30:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.5819, loss_cls: 7.5179, loss: 7.5179 2025-08-16 16:54:44,145 - pyskl - INFO - Epoch [92][4900/7492] lr: 1.646e-02, eta: 2 days, 15:30:05, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3231, top5_acc: 0.5853, loss_cls: 7.4721, loss: 7.4721 2025-08-16 16:55:36,607 - pyskl - INFO - Epoch [92][5000/7492] lr: 1.645e-02, eta: 2 days, 15:29:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3122, top5_acc: 0.5756, loss_cls: 7.5798, loss: 7.5798 2025-08-16 16:56:29,251 - pyskl - INFO - Epoch [92][5100/7492] lr: 1.644e-02, eta: 2 days, 15:28:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5791, loss_cls: 7.5789, loss: 7.5789 2025-08-16 16:57:21,738 - pyskl - INFO - Epoch [92][5200/7492] lr: 1.644e-02, eta: 2 days, 15:27:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5672, loss_cls: 7.6663, loss: 7.6663 2025-08-16 16:58:14,231 - pyskl - INFO - Epoch [92][5300/7492] lr: 1.643e-02, eta: 2 days, 15:26:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3175, top5_acc: 0.5809, loss_cls: 7.5528, loss: 7.5528 2025-08-16 16:59:06,867 - pyskl - INFO - Epoch [92][5400/7492] lr: 1.642e-02, eta: 2 days, 15:25:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3206, top5_acc: 0.5875, loss_cls: 7.5160, loss: 7.5160 2025-08-16 16:59:59,477 - pyskl - INFO - Epoch [92][5500/7492] lr: 1.642e-02, eta: 2 days, 15:24:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5825, loss_cls: 7.5321, loss: 7.5321 2025-08-16 17:00:52,144 - pyskl - INFO - Epoch [92][5600/7492] lr: 1.641e-02, eta: 2 days, 15:24:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3219, top5_acc: 0.5800, loss_cls: 7.5648, loss: 7.5648 2025-08-16 17:01:44,599 - pyskl - INFO - Epoch [92][5700/7492] lr: 1.640e-02, eta: 2 days, 15:23:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5625, loss_cls: 7.6265, loss: 7.6265 2025-08-16 17:02:36,991 - pyskl - INFO - Epoch [92][5800/7492] lr: 1.640e-02, eta: 2 days, 15:22:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5634, loss_cls: 7.5860, loss: 7.5860 2025-08-16 17:03:29,369 - pyskl - INFO - Epoch [92][5900/7492] lr: 1.639e-02, eta: 2 days, 15:21:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3166, top5_acc: 0.5803, loss_cls: 7.5454, loss: 7.5454 2025-08-16 17:04:21,958 - pyskl - INFO - Epoch [92][6000/7492] lr: 1.638e-02, eta: 2 days, 15:20:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3184, top5_acc: 0.5787, loss_cls: 7.6309, loss: 7.6309 2025-08-16 17:05:14,444 - pyskl - INFO - Epoch [92][6100/7492] lr: 1.638e-02, eta: 2 days, 15:19:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3169, top5_acc: 0.5794, loss_cls: 7.5483, loss: 7.5483 2025-08-16 17:06:06,913 - pyskl - INFO - Epoch [92][6200/7492] lr: 1.637e-02, eta: 2 days, 15:18:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3150, top5_acc: 0.5703, loss_cls: 7.4899, loss: 7.4899 2025-08-16 17:06:59,349 - pyskl - INFO - Epoch [92][6300/7492] lr: 1.636e-02, eta: 2 days, 15:17:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5847, loss_cls: 7.4891, loss: 7.4891 2025-08-16 17:07:52,024 - pyskl - INFO - Epoch [92][6400/7492] lr: 1.636e-02, eta: 2 days, 15:17:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5616, loss_cls: 7.6375, loss: 7.6375 2025-08-16 17:08:44,566 - pyskl - INFO - Epoch [92][6500/7492] lr: 1.635e-02, eta: 2 days, 15:16:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3181, top5_acc: 0.5763, loss_cls: 7.5388, loss: 7.5388 2025-08-16 17:09:37,328 - pyskl - INFO - Epoch [92][6600/7492] lr: 1.634e-02, eta: 2 days, 15:15:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5834, loss_cls: 7.4539, loss: 7.4539 2025-08-16 17:10:29,641 - pyskl - INFO - Epoch [92][6700/7492] lr: 1.634e-02, eta: 2 days, 15:14:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3184, top5_acc: 0.5725, loss_cls: 7.5501, loss: 7.5501 2025-08-16 17:11:22,313 - pyskl - INFO - Epoch [92][6800/7492] lr: 1.633e-02, eta: 2 days, 15:13:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3181, top5_acc: 0.5666, loss_cls: 7.4908, loss: 7.4908 2025-08-16 17:12:15,128 - pyskl - INFO - Epoch [92][6900/7492] lr: 1.632e-02, eta: 2 days, 15:12:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5656, loss_cls: 7.4615, loss: 7.4615 2025-08-16 17:13:07,760 - pyskl - INFO - Epoch [92][7000/7492] lr: 1.632e-02, eta: 2 days, 15:11:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3013, top5_acc: 0.5581, loss_cls: 7.6977, loss: 7.6977 2025-08-16 17:14:00,249 - pyskl - INFO - Epoch [92][7100/7492] lr: 1.631e-02, eta: 2 days, 15:10:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3137, top5_acc: 0.5656, loss_cls: 7.5665, loss: 7.5665 2025-08-16 17:14:52,592 - pyskl - INFO - Epoch [92][7200/7492] lr: 1.630e-02, eta: 2 days, 15:10:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5684, loss_cls: 7.6526, loss: 7.6526 2025-08-16 17:15:45,195 - pyskl - INFO - Epoch [92][7300/7492] lr: 1.630e-02, eta: 2 days, 15:09:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3147, top5_acc: 0.5628, loss_cls: 7.6060, loss: 7.6060 2025-08-16 17:16:37,570 - pyskl - INFO - Epoch [92][7400/7492] lr: 1.629e-02, eta: 2 days, 15:08:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3150, top5_acc: 0.5816, loss_cls: 7.5433, loss: 7.5433 2025-08-16 17:17:26,938 - pyskl - INFO - Saving checkpoint at 92 epochs 2025-08-16 17:18:23,621 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 17:18:24,354 - pyskl - INFO - top1_acc 0.2575 top5_acc 0.5033 2025-08-16 17:18:24,354 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 17:18:24,391 - pyskl - INFO - mean_acc 0.2571 2025-08-16 17:18:24,403 - pyskl - INFO - Epoch(val) [92][617] top1_acc: 0.2575, top5_acc: 0.5033, mean_class_accuracy: 0.2571 2025-08-16 17:19:45,602 - pyskl - INFO - Epoch [93][100/7492] lr: 1.628e-02, eta: 2 days, 15:06:29, time: 0.812, data_time: 0.291, memory: 13026, top1_acc: 0.3381, top5_acc: 0.5953, loss_cls: 7.4105, loss: 7.4105 2025-08-16 17:20:38,201 - pyskl - INFO - Epoch [93][200/7492] lr: 1.627e-02, eta: 2 days, 15:05:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5903, loss_cls: 7.3707, loss: 7.3707 2025-08-16 17:21:30,400 - pyskl - INFO - Epoch [93][300/7492] lr: 1.627e-02, eta: 2 days, 15:04:45, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5772, loss_cls: 7.5434, loss: 7.5434 2025-08-16 17:22:22,465 - pyskl - INFO - Epoch [93][400/7492] lr: 1.626e-02, eta: 2 days, 15:03:52, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3141, top5_acc: 0.5875, loss_cls: 7.4911, loss: 7.4911 2025-08-16 17:23:14,771 - pyskl - INFO - Epoch [93][500/7492] lr: 1.625e-02, eta: 2 days, 15:03:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3247, top5_acc: 0.5825, loss_cls: 7.4920, loss: 7.4920 2025-08-16 17:24:06,971 - pyskl - INFO - Epoch [93][600/7492] lr: 1.625e-02, eta: 2 days, 15:02:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3397, top5_acc: 0.5841, loss_cls: 7.4519, loss: 7.4519 2025-08-16 17:24:59,433 - pyskl - INFO - Epoch [93][700/7492] lr: 1.624e-02, eta: 2 days, 15:01:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.5972, loss_cls: 7.5033, loss: 7.5033 2025-08-16 17:25:51,453 - pyskl - INFO - Epoch [93][800/7492] lr: 1.623e-02, eta: 2 days, 15:00:23, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3063, top5_acc: 0.5741, loss_cls: 7.4624, loss: 7.4624 2025-08-16 17:26:43,753 - pyskl - INFO - Epoch [93][900/7492] lr: 1.623e-02, eta: 2 days, 14:59:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5722, loss_cls: 7.5963, loss: 7.5963 2025-08-16 17:27:36,035 - pyskl - INFO - Epoch [93][1000/7492] lr: 1.622e-02, eta: 2 days, 14:58:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5716, loss_cls: 7.5430, loss: 7.5430 2025-08-16 17:28:28,475 - pyskl - INFO - Epoch [93][1100/7492] lr: 1.621e-02, eta: 2 days, 14:57:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5997, loss_cls: 7.3778, loss: 7.3778 2025-08-16 17:29:20,710 - pyskl - INFO - Epoch [93][1200/7492] lr: 1.621e-02, eta: 2 days, 14:56:54, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5828, loss_cls: 7.4679, loss: 7.4679 2025-08-16 17:30:13,469 - pyskl - INFO - Epoch [93][1300/7492] lr: 1.620e-02, eta: 2 days, 14:56:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3269, top5_acc: 0.5866, loss_cls: 7.4741, loss: 7.4741 2025-08-16 17:31:05,873 - pyskl - INFO - Epoch [93][1400/7492] lr: 1.619e-02, eta: 2 days, 14:55:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5947, loss_cls: 7.4680, loss: 7.4680 2025-08-16 17:31:58,170 - pyskl - INFO - Epoch [93][1500/7492] lr: 1.619e-02, eta: 2 days, 14:54:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3081, top5_acc: 0.5750, loss_cls: 7.5081, loss: 7.5081 2025-08-16 17:32:50,284 - pyskl - INFO - Epoch [93][1600/7492] lr: 1.618e-02, eta: 2 days, 14:53:25, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3244, top5_acc: 0.5772, loss_cls: 7.5609, loss: 7.5609 2025-08-16 17:33:42,609 - pyskl - INFO - Epoch [93][1700/7492] lr: 1.617e-02, eta: 2 days, 14:52:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5787, loss_cls: 7.4780, loss: 7.4780 2025-08-16 17:34:34,776 - pyskl - INFO - Epoch [93][1800/7492] lr: 1.617e-02, eta: 2 days, 14:51:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.5803, loss_cls: 7.4753, loss: 7.4753 2025-08-16 17:35:27,135 - pyskl - INFO - Epoch [93][1900/7492] lr: 1.616e-02, eta: 2 days, 14:50:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3069, top5_acc: 0.5716, loss_cls: 7.5205, loss: 7.5205 2025-08-16 17:36:19,362 - pyskl - INFO - Epoch [93][2000/7492] lr: 1.615e-02, eta: 2 days, 14:49:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3219, top5_acc: 0.5700, loss_cls: 7.5923, loss: 7.5923 2025-08-16 17:37:11,615 - pyskl - INFO - Epoch [93][2100/7492] lr: 1.615e-02, eta: 2 days, 14:49:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3222, top5_acc: 0.5828, loss_cls: 7.5101, loss: 7.5101 2025-08-16 17:38:04,116 - pyskl - INFO - Epoch [93][2200/7492] lr: 1.614e-02, eta: 2 days, 14:48:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5775, loss_cls: 7.5155, loss: 7.5155 2025-08-16 17:38:56,418 - pyskl - INFO - Epoch [93][2300/7492] lr: 1.614e-02, eta: 2 days, 14:47:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5659, loss_cls: 7.5860, loss: 7.5860 2025-08-16 17:39:49,115 - pyskl - INFO - Epoch [93][2400/7492] lr: 1.613e-02, eta: 2 days, 14:46:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3309, top5_acc: 0.5916, loss_cls: 7.4269, loss: 7.4269 2025-08-16 17:40:41,212 - pyskl - INFO - Epoch [93][2500/7492] lr: 1.612e-02, eta: 2 days, 14:45:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3237, top5_acc: 0.5813, loss_cls: 7.4341, loss: 7.4341 2025-08-16 17:41:33,866 - pyskl - INFO - Epoch [93][2600/7492] lr: 1.612e-02, eta: 2 days, 14:44:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5750, loss_cls: 7.5412, loss: 7.5412 2025-08-16 17:42:26,737 - pyskl - INFO - Epoch [93][2700/7492] lr: 1.611e-02, eta: 2 days, 14:43:50, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5834, loss_cls: 7.5250, loss: 7.5250 2025-08-16 17:43:19,471 - pyskl - INFO - Epoch [93][2800/7492] lr: 1.610e-02, eta: 2 days, 14:42:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5778, loss_cls: 7.5505, loss: 7.5505 2025-08-16 17:44:12,151 - pyskl - INFO - Epoch [93][2900/7492] lr: 1.610e-02, eta: 2 days, 14:42:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5859, loss_cls: 7.4374, loss: 7.4374 2025-08-16 17:45:04,719 - pyskl - INFO - Epoch [93][3000/7492] lr: 1.609e-02, eta: 2 days, 14:41:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5722, loss_cls: 7.5659, loss: 7.5659 2025-08-16 17:45:57,110 - pyskl - INFO - Epoch [93][3100/7492] lr: 1.608e-02, eta: 2 days, 14:40:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5787, loss_cls: 7.5734, loss: 7.5734 2025-08-16 17:46:49,481 - pyskl - INFO - Epoch [93][3200/7492] lr: 1.608e-02, eta: 2 days, 14:39:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5681, loss_cls: 7.6221, loss: 7.6221 2025-08-16 17:47:42,223 - pyskl - INFO - Epoch [93][3300/7492] lr: 1.607e-02, eta: 2 days, 14:38:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5613, loss_cls: 7.6282, loss: 7.6282 2025-08-16 17:48:34,733 - pyskl - INFO - Epoch [93][3400/7492] lr: 1.606e-02, eta: 2 days, 14:37:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5744, loss_cls: 7.4771, loss: 7.4771 2025-08-16 17:49:27,193 - pyskl - INFO - Epoch [93][3500/7492] lr: 1.606e-02, eta: 2 days, 14:36:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3234, top5_acc: 0.5747, loss_cls: 7.5358, loss: 7.5358 2025-08-16 17:50:19,442 - pyskl - INFO - Epoch [93][3600/7492] lr: 1.605e-02, eta: 2 days, 14:36:01, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5772, loss_cls: 7.5839, loss: 7.5839 2025-08-16 17:51:11,762 - pyskl - INFO - Epoch [93][3700/7492] lr: 1.604e-02, eta: 2 days, 14:35:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3203, top5_acc: 0.5747, loss_cls: 7.5108, loss: 7.5108 2025-08-16 17:52:04,542 - pyskl - INFO - Epoch [93][3800/7492] lr: 1.604e-02, eta: 2 days, 14:34:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5806, loss_cls: 7.5499, loss: 7.5499 2025-08-16 17:52:56,670 - pyskl - INFO - Epoch [93][3900/7492] lr: 1.603e-02, eta: 2 days, 14:33:24, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5822, loss_cls: 7.4648, loss: 7.4648 2025-08-16 17:53:48,790 - pyskl - INFO - Epoch [93][4000/7492] lr: 1.602e-02, eta: 2 days, 14:32:32, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5778, loss_cls: 7.4335, loss: 7.4335 2025-08-16 17:54:41,306 - pyskl - INFO - Epoch [93][4100/7492] lr: 1.602e-02, eta: 2 days, 14:31:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5741, loss_cls: 7.5646, loss: 7.5646 2025-08-16 17:55:33,582 - pyskl - INFO - Epoch [93][4200/7492] lr: 1.601e-02, eta: 2 days, 14:30:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3241, top5_acc: 0.5725, loss_cls: 7.5851, loss: 7.5851 2025-08-16 17:56:25,724 - pyskl - INFO - Epoch [93][4300/7492] lr: 1.600e-02, eta: 2 days, 14:29:55, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3366, top5_acc: 0.5847, loss_cls: 7.5083, loss: 7.5083 2025-08-16 17:57:18,676 - pyskl - INFO - Epoch [93][4400/7492] lr: 1.600e-02, eta: 2 days, 14:29:03, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3166, top5_acc: 0.5734, loss_cls: 7.5500, loss: 7.5500 2025-08-16 17:58:11,287 - pyskl - INFO - Epoch [93][4500/7492] lr: 1.599e-02, eta: 2 days, 14:28:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3184, top5_acc: 0.5628, loss_cls: 7.5505, loss: 7.5505 2025-08-16 17:59:03,957 - pyskl - INFO - Epoch [93][4600/7492] lr: 1.599e-02, eta: 2 days, 14:27:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3137, top5_acc: 0.5703, loss_cls: 7.5372, loss: 7.5372 2025-08-16 17:59:56,402 - pyskl - INFO - Epoch [93][4700/7492] lr: 1.598e-02, eta: 2 days, 14:26:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5644, loss_cls: 7.5985, loss: 7.5985 2025-08-16 18:00:49,398 - pyskl - INFO - Epoch [93][4800/7492] lr: 1.597e-02, eta: 2 days, 14:25:35, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5772, loss_cls: 7.5744, loss: 7.5744 2025-08-16 18:01:41,709 - pyskl - INFO - Epoch [93][4900/7492] lr: 1.597e-02, eta: 2 days, 14:24:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3059, top5_acc: 0.5694, loss_cls: 7.5400, loss: 7.5400 2025-08-16 18:02:34,114 - pyskl - INFO - Epoch [93][5000/7492] lr: 1.596e-02, eta: 2 days, 14:23:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 7.5052, loss: 7.5052 2025-08-16 18:03:26,541 - pyskl - INFO - Epoch [93][5100/7492] lr: 1.595e-02, eta: 2 days, 14:22:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5672, loss_cls: 7.5977, loss: 7.5977 2025-08-16 18:04:19,090 - pyskl - INFO - Epoch [93][5200/7492] lr: 1.595e-02, eta: 2 days, 14:22:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5781, loss_cls: 7.5216, loss: 7.5216 2025-08-16 18:05:11,708 - pyskl - INFO - Epoch [93][5300/7492] lr: 1.594e-02, eta: 2 days, 14:21:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3203, top5_acc: 0.5744, loss_cls: 7.5830, loss: 7.5830 2025-08-16 18:06:04,166 - pyskl - INFO - Epoch [93][5400/7492] lr: 1.593e-02, eta: 2 days, 14:20:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5900, loss_cls: 7.4702, loss: 7.4702 2025-08-16 18:06:56,778 - pyskl - INFO - Epoch [93][5500/7492] lr: 1.593e-02, eta: 2 days, 14:19:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3009, top5_acc: 0.5628, loss_cls: 7.6198, loss: 7.6198 2025-08-16 18:07:49,312 - pyskl - INFO - Epoch [93][5600/7492] lr: 1.592e-02, eta: 2 days, 14:18:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3003, top5_acc: 0.5622, loss_cls: 7.6151, loss: 7.6151 2025-08-16 18:08:41,943 - pyskl - INFO - Epoch [93][5700/7492] lr: 1.591e-02, eta: 2 days, 14:17:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3247, top5_acc: 0.5853, loss_cls: 7.4972, loss: 7.4972 2025-08-16 18:09:34,355 - pyskl - INFO - Epoch [93][5800/7492] lr: 1.591e-02, eta: 2 days, 14:16:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3256, top5_acc: 0.5703, loss_cls: 7.5628, loss: 7.5628 2025-08-16 18:10:26,844 - pyskl - INFO - Epoch [93][5900/7492] lr: 1.590e-02, eta: 2 days, 14:16:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3084, top5_acc: 0.5603, loss_cls: 7.6291, loss: 7.6291 2025-08-16 18:11:19,522 - pyskl - INFO - Epoch [93][6000/7492] lr: 1.589e-02, eta: 2 days, 14:15:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5794, loss_cls: 7.5250, loss: 7.5250 2025-08-16 18:12:12,098 - pyskl - INFO - Epoch [93][6100/7492] lr: 1.589e-02, eta: 2 days, 14:14:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3097, top5_acc: 0.5644, loss_cls: 7.4869, loss: 7.4869 2025-08-16 18:13:04,462 - pyskl - INFO - Epoch [93][6200/7492] lr: 1.588e-02, eta: 2 days, 14:13:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5713, loss_cls: 7.5792, loss: 7.5792 2025-08-16 18:13:56,947 - pyskl - INFO - Epoch [93][6300/7492] lr: 1.587e-02, eta: 2 days, 14:12:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3244, top5_acc: 0.5675, loss_cls: 7.5914, loss: 7.5914 2025-08-16 18:14:49,101 - pyskl - INFO - Epoch [93][6400/7492] lr: 1.587e-02, eta: 2 days, 14:11:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5756, loss_cls: 7.5638, loss: 7.5638 2025-08-16 18:15:41,541 - pyskl - INFO - Epoch [93][6500/7492] lr: 1.586e-02, eta: 2 days, 14:10:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5828, loss_cls: 7.4285, loss: 7.4285 2025-08-16 18:16:34,413 - pyskl - INFO - Epoch [93][6600/7492] lr: 1.585e-02, eta: 2 days, 14:09:56, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3291, top5_acc: 0.5697, loss_cls: 7.5685, loss: 7.5685 2025-08-16 18:17:26,975 - pyskl - INFO - Epoch [93][6700/7492] lr: 1.585e-02, eta: 2 days, 14:09:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3266, top5_acc: 0.5722, loss_cls: 7.5561, loss: 7.5561 2025-08-16 18:18:19,883 - pyskl - INFO - Epoch [93][6800/7492] lr: 1.584e-02, eta: 2 days, 14:08:12, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3175, top5_acc: 0.5778, loss_cls: 7.5819, loss: 7.5819 2025-08-16 18:19:12,286 - pyskl - INFO - Epoch [93][6900/7492] lr: 1.584e-02, eta: 2 days, 14:07:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5791, loss_cls: 7.5732, loss: 7.5732 2025-08-16 18:20:04,675 - pyskl - INFO - Epoch [93][7000/7492] lr: 1.583e-02, eta: 2 days, 14:06:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5753, loss_cls: 7.5561, loss: 7.5561 2025-08-16 18:20:57,106 - pyskl - INFO - Epoch [93][7100/7492] lr: 1.582e-02, eta: 2 days, 14:05:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3187, top5_acc: 0.5644, loss_cls: 7.5822, loss: 7.5822 2025-08-16 18:21:49,681 - pyskl - INFO - Epoch [93][7200/7492] lr: 1.582e-02, eta: 2 days, 14:04:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5719, loss_cls: 7.5972, loss: 7.5972 2025-08-16 18:22:42,401 - pyskl - INFO - Epoch [93][7300/7492] lr: 1.581e-02, eta: 2 days, 14:03:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3159, top5_acc: 0.5706, loss_cls: 7.5359, loss: 7.5359 2025-08-16 18:23:34,764 - pyskl - INFO - Epoch [93][7400/7492] lr: 1.580e-02, eta: 2 days, 14:02:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 7.4449, loss: 7.4449 2025-08-16 18:24:24,068 - pyskl - INFO - Saving checkpoint at 93 epochs 2025-08-16 18:25:20,125 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 18:25:20,865 - pyskl - INFO - top1_acc 0.2741 top5_acc 0.5145 2025-08-16 18:25:20,865 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 18:25:20,908 - pyskl - INFO - mean_acc 0.2738 2025-08-16 18:25:20,980 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_87.pth was removed 2025-08-16 18:25:22,071 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_93.pth. 2025-08-16 18:25:22,072 - pyskl - INFO - Best top1_acc is 0.2741 at 93 epoch. 2025-08-16 18:25:22,087 - pyskl - INFO - Epoch(val) [93][617] top1_acc: 0.2741, top5_acc: 0.5145, mean_class_accuracy: 0.2738 2025-08-16 18:26:43,921 - pyskl - INFO - Epoch [94][100/7492] lr: 1.579e-02, eta: 2 days, 14:01:07, time: 0.818, data_time: 0.288, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5913, loss_cls: 7.4019, loss: 7.4019 2025-08-16 18:27:36,447 - pyskl - INFO - Epoch [94][200/7492] lr: 1.578e-02, eta: 2 days, 14:00:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5803, loss_cls: 7.3973, loss: 7.3973 2025-08-16 18:28:28,833 - pyskl - INFO - Epoch [94][300/7492] lr: 1.578e-02, eta: 2 days, 13:59:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5950, loss_cls: 7.4185, loss: 7.4185 2025-08-16 18:29:20,991 - pyskl - INFO - Epoch [94][400/7492] lr: 1.577e-02, eta: 2 days, 13:58:30, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.5891, loss_cls: 7.5089, loss: 7.5089 2025-08-16 18:30:13,374 - pyskl - INFO - Epoch [94][500/7492] lr: 1.576e-02, eta: 2 days, 13:57:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5928, loss_cls: 7.4900, loss: 7.4900 2025-08-16 18:31:05,594 - pyskl - INFO - Epoch [94][600/7492] lr: 1.576e-02, eta: 2 days, 13:56:46, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5928, loss_cls: 7.4692, loss: 7.4692 2025-08-16 18:31:57,940 - pyskl - INFO - Epoch [94][700/7492] lr: 1.575e-02, eta: 2 days, 13:55:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5787, loss_cls: 7.5198, loss: 7.5198 2025-08-16 18:32:50,316 - pyskl - INFO - Epoch [94][800/7492] lr: 1.574e-02, eta: 2 days, 13:55:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5841, loss_cls: 7.4390, loss: 7.4390 2025-08-16 18:33:42,740 - pyskl - INFO - Epoch [94][900/7492] lr: 1.574e-02, eta: 2 days, 13:54:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3222, top5_acc: 0.5756, loss_cls: 7.5710, loss: 7.5710 2025-08-16 18:34:34,825 - pyskl - INFO - Epoch [94][1000/7492] lr: 1.573e-02, eta: 2 days, 13:53:16, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3250, top5_acc: 0.5753, loss_cls: 7.5206, loss: 7.5206 2025-08-16 18:35:27,077 - pyskl - INFO - Epoch [94][1100/7492] lr: 1.573e-02, eta: 2 days, 13:52:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5934, loss_cls: 7.5082, loss: 7.5082 2025-08-16 18:36:19,387 - pyskl - INFO - Epoch [94][1200/7492] lr: 1.572e-02, eta: 2 days, 13:51:32, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3175, top5_acc: 0.5837, loss_cls: 7.5520, loss: 7.5520 2025-08-16 18:37:11,817 - pyskl - INFO - Epoch [94][1300/7492] lr: 1.571e-02, eta: 2 days, 13:50:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.5787, loss_cls: 7.4602, loss: 7.4602 2025-08-16 18:38:04,114 - pyskl - INFO - Epoch [94][1400/7492] lr: 1.571e-02, eta: 2 days, 13:49:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5763, loss_cls: 7.5497, loss: 7.5497 2025-08-16 18:38:56,338 - pyskl - INFO - Epoch [94][1500/7492] lr: 1.570e-02, eta: 2 days, 13:48:55, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5884, loss_cls: 7.4403, loss: 7.4403 2025-08-16 18:39:48,615 - pyskl - INFO - Epoch [94][1600/7492] lr: 1.569e-02, eta: 2 days, 13:48:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5756, loss_cls: 7.4692, loss: 7.4692 2025-08-16 18:40:40,853 - pyskl - INFO - Epoch [94][1700/7492] lr: 1.569e-02, eta: 2 days, 13:47:10, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3216, top5_acc: 0.5938, loss_cls: 7.4958, loss: 7.4958 2025-08-16 18:41:33,246 - pyskl - INFO - Epoch [94][1800/7492] lr: 1.568e-02, eta: 2 days, 13:46:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5941, loss_cls: 7.4215, loss: 7.4215 2025-08-16 18:42:25,695 - pyskl - INFO - Epoch [94][1900/7492] lr: 1.567e-02, eta: 2 days, 13:45:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5947, loss_cls: 7.4088, loss: 7.4088 2025-08-16 18:43:18,128 - pyskl - INFO - Epoch [94][2000/7492] lr: 1.567e-02, eta: 2 days, 13:44:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5787, loss_cls: 7.4902, loss: 7.4902 2025-08-16 18:44:10,478 - pyskl - INFO - Epoch [94][2100/7492] lr: 1.566e-02, eta: 2 days, 13:43:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3237, top5_acc: 0.5791, loss_cls: 7.5251, loss: 7.5251 2025-08-16 18:45:02,946 - pyskl - INFO - Epoch [94][2200/7492] lr: 1.565e-02, eta: 2 days, 13:42:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5850, loss_cls: 7.5172, loss: 7.5172 2025-08-16 18:45:55,138 - pyskl - INFO - Epoch [94][2300/7492] lr: 1.565e-02, eta: 2 days, 13:41:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5837, loss_cls: 7.5353, loss: 7.5353 2025-08-16 18:46:47,676 - pyskl - INFO - Epoch [94][2400/7492] lr: 1.564e-02, eta: 2 days, 13:41:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3197, top5_acc: 0.5781, loss_cls: 7.5639, loss: 7.5639 2025-08-16 18:47:40,243 - pyskl - INFO - Epoch [94][2500/7492] lr: 1.563e-02, eta: 2 days, 13:40:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5806, loss_cls: 7.4925, loss: 7.4925 2025-08-16 18:48:32,808 - pyskl - INFO - Epoch [94][2600/7492] lr: 1.563e-02, eta: 2 days, 13:39:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 7.5015, loss: 7.5015 2025-08-16 18:49:25,328 - pyskl - INFO - Epoch [94][2700/7492] lr: 1.562e-02, eta: 2 days, 13:38:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3106, top5_acc: 0.5684, loss_cls: 7.5478, loss: 7.5478 2025-08-16 18:50:18,071 - pyskl - INFO - Epoch [94][2800/7492] lr: 1.562e-02, eta: 2 days, 13:37:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3169, top5_acc: 0.5672, loss_cls: 7.6134, loss: 7.6134 2025-08-16 18:51:10,487 - pyskl - INFO - Epoch [94][2900/7492] lr: 1.561e-02, eta: 2 days, 13:36:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3078, top5_acc: 0.5691, loss_cls: 7.5816, loss: 7.5816 2025-08-16 18:52:02,871 - pyskl - INFO - Epoch [94][3000/7492] lr: 1.560e-02, eta: 2 days, 13:35:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5956, loss_cls: 7.4387, loss: 7.4387 2025-08-16 18:52:55,232 - pyskl - INFO - Epoch [94][3100/7492] lr: 1.560e-02, eta: 2 days, 13:35:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3309, top5_acc: 0.5881, loss_cls: 7.4171, loss: 7.4171 2025-08-16 18:53:47,649 - pyskl - INFO - Epoch [94][3200/7492] lr: 1.559e-02, eta: 2 days, 13:34:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5869, loss_cls: 7.5120, loss: 7.5120 2025-08-16 18:54:40,164 - pyskl - INFO - Epoch [94][3300/7492] lr: 1.558e-02, eta: 2 days, 13:33:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3309, top5_acc: 0.5925, loss_cls: 7.4458, loss: 7.4458 2025-08-16 18:55:32,640 - pyskl - INFO - Epoch [94][3400/7492] lr: 1.558e-02, eta: 2 days, 13:32:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5859, loss_cls: 7.4467, loss: 7.4467 2025-08-16 18:56:25,223 - pyskl - INFO - Epoch [94][3500/7492] lr: 1.557e-02, eta: 2 days, 13:31:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5769, loss_cls: 7.5039, loss: 7.5039 2025-08-16 18:57:17,510 - pyskl - INFO - Epoch [94][3600/7492] lr: 1.556e-02, eta: 2 days, 13:30:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3184, top5_acc: 0.5831, loss_cls: 7.5348, loss: 7.5348 2025-08-16 18:58:09,863 - pyskl - INFO - Epoch [94][3700/7492] lr: 1.556e-02, eta: 2 days, 13:29:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3234, top5_acc: 0.5750, loss_cls: 7.4857, loss: 7.4857 2025-08-16 18:59:02,260 - pyskl - INFO - Epoch [94][3800/7492] lr: 1.555e-02, eta: 2 days, 13:28:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5784, loss_cls: 7.5085, loss: 7.5085 2025-08-16 18:59:54,808 - pyskl - INFO - Epoch [94][3900/7492] lr: 1.554e-02, eta: 2 days, 13:28:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3141, top5_acc: 0.5875, loss_cls: 7.4774, loss: 7.4774 2025-08-16 19:00:47,443 - pyskl - INFO - Epoch [94][4000/7492] lr: 1.554e-02, eta: 2 days, 13:27:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5897, loss_cls: 7.3738, loss: 7.3738 2025-08-16 19:01:39,856 - pyskl - INFO - Epoch [94][4100/7492] lr: 1.553e-02, eta: 2 days, 13:26:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.2969, top5_acc: 0.5609, loss_cls: 7.6766, loss: 7.6766 2025-08-16 19:02:32,395 - pyskl - INFO - Epoch [94][4200/7492] lr: 1.552e-02, eta: 2 days, 13:25:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5728, loss_cls: 7.4801, loss: 7.4801 2025-08-16 19:03:24,949 - pyskl - INFO - Epoch [94][4300/7492] lr: 1.552e-02, eta: 2 days, 13:24:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5747, loss_cls: 7.5525, loss: 7.5525 2025-08-16 19:04:17,571 - pyskl - INFO - Epoch [94][4400/7492] lr: 1.551e-02, eta: 2 days, 13:23:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5894, loss_cls: 7.4266, loss: 7.4266 2025-08-16 19:05:09,952 - pyskl - INFO - Epoch [94][4500/7492] lr: 1.551e-02, eta: 2 days, 13:22:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3094, top5_acc: 0.5653, loss_cls: 7.5509, loss: 7.5509 2025-08-16 19:06:02,565 - pyskl - INFO - Epoch [94][4600/7492] lr: 1.550e-02, eta: 2 days, 13:21:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3234, top5_acc: 0.5803, loss_cls: 7.5416, loss: 7.5416 2025-08-16 19:06:54,921 - pyskl - INFO - Epoch [94][4700/7492] lr: 1.549e-02, eta: 2 days, 13:21:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3131, top5_acc: 0.5756, loss_cls: 7.5411, loss: 7.5411 2025-08-16 19:07:47,543 - pyskl - INFO - Epoch [94][4800/7492] lr: 1.549e-02, eta: 2 days, 13:20:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3256, top5_acc: 0.5744, loss_cls: 7.4319, loss: 7.4319 2025-08-16 19:08:39,888 - pyskl - INFO - Epoch [94][4900/7492] lr: 1.548e-02, eta: 2 days, 13:19:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5625, loss_cls: 7.6189, loss: 7.6189 2025-08-16 19:09:32,519 - pyskl - INFO - Epoch [94][5000/7492] lr: 1.547e-02, eta: 2 days, 13:18:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5984, loss_cls: 7.4624, loss: 7.4624 2025-08-16 19:10:24,776 - pyskl - INFO - Epoch [94][5100/7492] lr: 1.547e-02, eta: 2 days, 13:17:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5759, loss_cls: 7.5246, loss: 7.5246 2025-08-16 19:11:17,161 - pyskl - INFO - Epoch [94][5200/7492] lr: 1.546e-02, eta: 2 days, 13:16:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3303, top5_acc: 0.5822, loss_cls: 7.5055, loss: 7.5055 2025-08-16 19:12:09,599 - pyskl - INFO - Epoch [94][5300/7492] lr: 1.545e-02, eta: 2 days, 13:15:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3044, top5_acc: 0.5637, loss_cls: 7.5472, loss: 7.5472 2025-08-16 19:13:02,040 - pyskl - INFO - Epoch [94][5400/7492] lr: 1.545e-02, eta: 2 days, 13:14:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3206, top5_acc: 0.5809, loss_cls: 7.3981, loss: 7.3981 2025-08-16 19:13:54,742 - pyskl - INFO - Epoch [94][5500/7492] lr: 1.544e-02, eta: 2 days, 13:14:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3197, top5_acc: 0.5844, loss_cls: 7.4921, loss: 7.4921 2025-08-16 19:14:47,164 - pyskl - INFO - Epoch [94][5600/7492] lr: 1.543e-02, eta: 2 days, 13:13:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5875, loss_cls: 7.5167, loss: 7.5167 2025-08-16 19:15:39,837 - pyskl - INFO - Epoch [94][5700/7492] lr: 1.543e-02, eta: 2 days, 13:12:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5734, loss_cls: 7.5265, loss: 7.5265 2025-08-16 19:16:32,347 - pyskl - INFO - Epoch [94][5800/7492] lr: 1.542e-02, eta: 2 days, 13:11:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3125, top5_acc: 0.5728, loss_cls: 7.5704, loss: 7.5704 2025-08-16 19:17:24,810 - pyskl - INFO - Epoch [94][5900/7492] lr: 1.541e-02, eta: 2 days, 13:10:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3144, top5_acc: 0.5650, loss_cls: 7.6334, loss: 7.6334 2025-08-16 19:18:17,348 - pyskl - INFO - Epoch [94][6000/7492] lr: 1.541e-02, eta: 2 days, 13:09:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3275, top5_acc: 0.5756, loss_cls: 7.5758, loss: 7.5758 2025-08-16 19:19:09,756 - pyskl - INFO - Epoch [94][6100/7492] lr: 1.540e-02, eta: 2 days, 13:08:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3216, top5_acc: 0.5781, loss_cls: 7.5409, loss: 7.5409 2025-08-16 19:20:02,320 - pyskl - INFO - Epoch [94][6200/7492] lr: 1.540e-02, eta: 2 days, 13:08:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5675, loss_cls: 7.5298, loss: 7.5298 2025-08-16 19:20:54,853 - pyskl - INFO - Epoch [94][6300/7492] lr: 1.539e-02, eta: 2 days, 13:07:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5953, loss_cls: 7.4117, loss: 7.4117 2025-08-16 19:21:47,284 - pyskl - INFO - Epoch [94][6400/7492] lr: 1.538e-02, eta: 2 days, 13:06:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3128, top5_acc: 0.5697, loss_cls: 7.6867, loss: 7.6867 2025-08-16 19:22:39,749 - pyskl - INFO - Epoch [94][6500/7492] lr: 1.538e-02, eta: 2 days, 13:05:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5644, loss_cls: 7.5877, loss: 7.5877 2025-08-16 19:23:32,241 - pyskl - INFO - Epoch [94][6600/7492] lr: 1.537e-02, eta: 2 days, 13:04:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3219, top5_acc: 0.5791, loss_cls: 7.5296, loss: 7.5296 2025-08-16 19:24:24,984 - pyskl - INFO - Epoch [94][6700/7492] lr: 1.536e-02, eta: 2 days, 13:03:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5806, loss_cls: 7.5217, loss: 7.5217 2025-08-16 19:25:17,787 - pyskl - INFO - Epoch [94][6800/7492] lr: 1.536e-02, eta: 2 days, 13:02:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5934, loss_cls: 7.4814, loss: 7.4814 2025-08-16 19:26:10,419 - pyskl - INFO - Epoch [94][6900/7492] lr: 1.535e-02, eta: 2 days, 13:01:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3203, top5_acc: 0.5872, loss_cls: 7.4828, loss: 7.4828 2025-08-16 19:27:02,935 - pyskl - INFO - Epoch [94][7000/7492] lr: 1.534e-02, eta: 2 days, 13:01:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 7.4471, loss: 7.4471 2025-08-16 19:27:55,517 - pyskl - INFO - Epoch [94][7100/7492] lr: 1.534e-02, eta: 2 days, 13:00:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5925, loss_cls: 7.4673, loss: 7.4673 2025-08-16 19:28:48,216 - pyskl - INFO - Epoch [94][7200/7492] lr: 1.533e-02, eta: 2 days, 12:59:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3291, top5_acc: 0.5753, loss_cls: 7.5437, loss: 7.5437 2025-08-16 19:29:40,805 - pyskl - INFO - Epoch [94][7300/7492] lr: 1.532e-02, eta: 2 days, 12:58:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5844, loss_cls: 7.4292, loss: 7.4292 2025-08-16 19:30:33,086 - pyskl - INFO - Epoch [94][7400/7492] lr: 1.532e-02, eta: 2 days, 12:57:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5703, loss_cls: 7.5223, loss: 7.5223 2025-08-16 19:31:22,030 - pyskl - INFO - Saving checkpoint at 94 epochs 2025-08-16 19:32:16,311 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 19:32:17,054 - pyskl - INFO - top1_acc 0.2848 top5_acc 0.5357 2025-08-16 19:32:17,054 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 19:32:17,094 - pyskl - INFO - mean_acc 0.2845 2025-08-16 19:32:17,162 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_93.pth was removed 2025-08-16 19:32:18,251 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_94.pth. 2025-08-16 19:32:18,252 - pyskl - INFO - Best top1_acc is 0.2848 at 94 epoch. 2025-08-16 19:32:18,268 - pyskl - INFO - Epoch(val) [94][617] top1_acc: 0.2848, top5_acc: 0.5357, mean_class_accuracy: 0.2845 2025-08-16 19:33:39,894 - pyskl - INFO - Epoch [95][100/7492] lr: 1.531e-02, eta: 2 days, 12:55:45, time: 0.816, data_time: 0.293, memory: 13026, top1_acc: 0.3216, top5_acc: 0.5909, loss_cls: 7.4370, loss: 7.4370 2025-08-16 19:34:32,253 - pyskl - INFO - Epoch [95][200/7492] lr: 1.530e-02, eta: 2 days, 12:54:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5806, loss_cls: 7.4180, loss: 7.4180 2025-08-16 19:35:24,515 - pyskl - INFO - Epoch [95][300/7492] lr: 1.529e-02, eta: 2 days, 12:54:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5925, loss_cls: 7.4941, loss: 7.4941 2025-08-16 19:36:16,724 - pyskl - INFO - Epoch [95][400/7492] lr: 1.529e-02, eta: 2 days, 12:53:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5866, loss_cls: 7.4728, loss: 7.4728 2025-08-16 19:37:09,110 - pyskl - INFO - Epoch [95][500/7492] lr: 1.528e-02, eta: 2 days, 12:52:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3337, top5_acc: 0.5972, loss_cls: 7.4545, loss: 7.4545 2025-08-16 19:38:01,296 - pyskl - INFO - Epoch [95][600/7492] lr: 1.527e-02, eta: 2 days, 12:51:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3475, top5_acc: 0.6041, loss_cls: 7.3742, loss: 7.3742 2025-08-16 19:38:53,565 - pyskl - INFO - Epoch [95][700/7492] lr: 1.527e-02, eta: 2 days, 12:50:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.5847, loss_cls: 7.4468, loss: 7.4468 2025-08-16 19:39:46,073 - pyskl - INFO - Epoch [95][800/7492] lr: 1.526e-02, eta: 2 days, 12:49:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3103, top5_acc: 0.5984, loss_cls: 7.4798, loss: 7.4798 2025-08-16 19:40:38,171 - pyskl - INFO - Epoch [95][900/7492] lr: 1.525e-02, eta: 2 days, 12:48:46, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5775, loss_cls: 7.4756, loss: 7.4756 2025-08-16 19:41:30,072 - pyskl - INFO - Epoch [95][1000/7492] lr: 1.525e-02, eta: 2 days, 12:47:54, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.5881, loss_cls: 7.4743, loss: 7.4743 2025-08-16 19:42:22,255 - pyskl - INFO - Epoch [95][1100/7492] lr: 1.524e-02, eta: 2 days, 12:47:01, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3209, top5_acc: 0.5800, loss_cls: 7.4819, loss: 7.4819 2025-08-16 19:43:14,646 - pyskl - INFO - Epoch [95][1200/7492] lr: 1.523e-02, eta: 2 days, 12:46:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3178, top5_acc: 0.5891, loss_cls: 7.4741, loss: 7.4741 2025-08-16 19:44:07,153 - pyskl - INFO - Epoch [95][1300/7492] lr: 1.523e-02, eta: 2 days, 12:45:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3372, top5_acc: 0.5884, loss_cls: 7.3885, loss: 7.3885 2025-08-16 19:44:59,242 - pyskl - INFO - Epoch [95][1400/7492] lr: 1.522e-02, eta: 2 days, 12:44:25, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.5894, loss_cls: 7.4232, loss: 7.4232 2025-08-16 19:45:51,267 - pyskl - INFO - Epoch [95][1500/7492] lr: 1.522e-02, eta: 2 days, 12:43:32, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3387, top5_acc: 0.5916, loss_cls: 7.4595, loss: 7.4595 2025-08-16 19:46:43,583 - pyskl - INFO - Epoch [95][1600/7492] lr: 1.521e-02, eta: 2 days, 12:42:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3328, top5_acc: 0.5831, loss_cls: 7.4955, loss: 7.4955 2025-08-16 19:47:35,984 - pyskl - INFO - Epoch [95][1700/7492] lr: 1.520e-02, eta: 2 days, 12:41:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3269, top5_acc: 0.5962, loss_cls: 7.5075, loss: 7.5075 2025-08-16 19:48:28,484 - pyskl - INFO - Epoch [95][1800/7492] lr: 1.520e-02, eta: 2 days, 12:40:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.5884, loss_cls: 7.4742, loss: 7.4742 2025-08-16 19:49:20,744 - pyskl - INFO - Epoch [95][1900/7492] lr: 1.519e-02, eta: 2 days, 12:40:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5853, loss_cls: 7.5008, loss: 7.5008 2025-08-16 19:50:12,917 - pyskl - INFO - Epoch [95][2000/7492] lr: 1.518e-02, eta: 2 days, 12:39:11, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5887, loss_cls: 7.4669, loss: 7.4669 2025-08-16 19:51:05,552 - pyskl - INFO - Epoch [95][2100/7492] lr: 1.518e-02, eta: 2 days, 12:38:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.5869, loss_cls: 7.4280, loss: 7.4280 2025-08-16 19:51:58,389 - pyskl - INFO - Epoch [95][2200/7492] lr: 1.517e-02, eta: 2 days, 12:37:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.6019, loss_cls: 7.3996, loss: 7.3996 2025-08-16 19:52:51,912 - pyskl - INFO - Epoch [95][2300/7492] lr: 1.516e-02, eta: 2 days, 12:36:35, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5869, loss_cls: 7.4925, loss: 7.4925 2025-08-16 19:53:44,471 - pyskl - INFO - Epoch [95][2400/7492] lr: 1.516e-02, eta: 2 days, 12:35:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3303, top5_acc: 0.5747, loss_cls: 7.4335, loss: 7.4335 2025-08-16 19:54:36,984 - pyskl - INFO - Epoch [95][2500/7492] lr: 1.515e-02, eta: 2 days, 12:34:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5822, loss_cls: 7.5087, loss: 7.5087 2025-08-16 19:55:29,548 - pyskl - INFO - Epoch [95][2600/7492] lr: 1.514e-02, eta: 2 days, 12:33:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5769, loss_cls: 7.4989, loss: 7.4989 2025-08-16 19:56:22,077 - pyskl - INFO - Epoch [95][2700/7492] lr: 1.514e-02, eta: 2 days, 12:33:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3300, top5_acc: 0.5750, loss_cls: 7.5368, loss: 7.5368 2025-08-16 19:57:14,722 - pyskl - INFO - Epoch [95][2800/7492] lr: 1.513e-02, eta: 2 days, 12:32:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.5875, loss_cls: 7.4559, loss: 7.4559 2025-08-16 19:58:07,149 - pyskl - INFO - Epoch [95][2900/7492] lr: 1.513e-02, eta: 2 days, 12:31:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.5941, loss_cls: 7.4011, loss: 7.4011 2025-08-16 19:58:59,602 - pyskl - INFO - Epoch [95][3000/7492] lr: 1.512e-02, eta: 2 days, 12:30:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5675, loss_cls: 7.5229, loss: 7.5229 2025-08-16 19:59:52,085 - pyskl - INFO - Epoch [95][3100/7492] lr: 1.511e-02, eta: 2 days, 12:29:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3241, top5_acc: 0.5806, loss_cls: 7.4865, loss: 7.4865 2025-08-16 20:00:44,591 - pyskl - INFO - Epoch [95][3200/7492] lr: 1.511e-02, eta: 2 days, 12:28:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5687, loss_cls: 7.5896, loss: 7.5896 2025-08-16 20:01:37,172 - pyskl - INFO - Epoch [95][3300/7492] lr: 1.510e-02, eta: 2 days, 12:27:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3381, top5_acc: 0.5934, loss_cls: 7.3312, loss: 7.3312 2025-08-16 20:02:29,888 - pyskl - INFO - Epoch [95][3400/7492] lr: 1.509e-02, eta: 2 days, 12:27:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3356, top5_acc: 0.5916, loss_cls: 7.4426, loss: 7.4426 2025-08-16 20:03:22,472 - pyskl - INFO - Epoch [95][3500/7492] lr: 1.509e-02, eta: 2 days, 12:26:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3328, top5_acc: 0.5947, loss_cls: 7.4486, loss: 7.4486 2025-08-16 20:04:14,834 - pyskl - INFO - Epoch [95][3600/7492] lr: 1.508e-02, eta: 2 days, 12:25:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3131, top5_acc: 0.5800, loss_cls: 7.4236, loss: 7.4236 2025-08-16 20:05:07,206 - pyskl - INFO - Epoch [95][3700/7492] lr: 1.507e-02, eta: 2 days, 12:24:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3175, top5_acc: 0.5813, loss_cls: 7.4366, loss: 7.4366 2025-08-16 20:05:59,658 - pyskl - INFO - Epoch [95][3800/7492] lr: 1.507e-02, eta: 2 days, 12:23:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.5922, loss_cls: 7.4535, loss: 7.4535 2025-08-16 20:06:52,175 - pyskl - INFO - Epoch [95][3900/7492] lr: 1.506e-02, eta: 2 days, 12:22:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3222, top5_acc: 0.5866, loss_cls: 7.4896, loss: 7.4896 2025-08-16 20:07:44,737 - pyskl - INFO - Epoch [95][4000/7492] lr: 1.506e-02, eta: 2 days, 12:21:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3384, top5_acc: 0.5916, loss_cls: 7.4404, loss: 7.4404 2025-08-16 20:08:37,305 - pyskl - INFO - Epoch [95][4100/7492] lr: 1.505e-02, eta: 2 days, 12:20:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3309, top5_acc: 0.5919, loss_cls: 7.5523, loss: 7.5523 2025-08-16 20:09:29,795 - pyskl - INFO - Epoch [95][4200/7492] lr: 1.504e-02, eta: 2 days, 12:20:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3491, top5_acc: 0.6028, loss_cls: 7.2990, loss: 7.2990 2025-08-16 20:10:22,434 - pyskl - INFO - Epoch [95][4300/7492] lr: 1.504e-02, eta: 2 days, 12:19:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5959, loss_cls: 7.4489, loss: 7.4489 2025-08-16 20:11:14,993 - pyskl - INFO - Epoch [95][4400/7492] lr: 1.503e-02, eta: 2 days, 12:18:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5634, loss_cls: 7.5327, loss: 7.5327 2025-08-16 20:12:07,497 - pyskl - INFO - Epoch [95][4500/7492] lr: 1.502e-02, eta: 2 days, 12:17:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3131, top5_acc: 0.5766, loss_cls: 7.4979, loss: 7.4979 2025-08-16 20:13:00,296 - pyskl - INFO - Epoch [95][4600/7492] lr: 1.502e-02, eta: 2 days, 12:16:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3181, top5_acc: 0.5706, loss_cls: 7.5626, loss: 7.5626 2025-08-16 20:13:52,711 - pyskl - INFO - Epoch [95][4700/7492] lr: 1.501e-02, eta: 2 days, 12:15:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3106, top5_acc: 0.5791, loss_cls: 7.5022, loss: 7.5022 2025-08-16 20:14:45,171 - pyskl - INFO - Epoch [95][4800/7492] lr: 1.500e-02, eta: 2 days, 12:14:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3247, top5_acc: 0.5825, loss_cls: 7.5425, loss: 7.5425 2025-08-16 20:15:37,875 - pyskl - INFO - Epoch [95][4900/7492] lr: 1.500e-02, eta: 2 days, 12:13:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3206, top5_acc: 0.5709, loss_cls: 7.5814, loss: 7.5814 2025-08-16 20:16:30,399 - pyskl - INFO - Epoch [95][5000/7492] lr: 1.499e-02, eta: 2 days, 12:13:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3109, top5_acc: 0.5687, loss_cls: 7.5636, loss: 7.5636 2025-08-16 20:17:22,926 - pyskl - INFO - Epoch [95][5100/7492] lr: 1.498e-02, eta: 2 days, 12:12:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5763, loss_cls: 7.5066, loss: 7.5066 2025-08-16 20:18:15,442 - pyskl - INFO - Epoch [95][5200/7492] lr: 1.498e-02, eta: 2 days, 12:11:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3166, top5_acc: 0.5719, loss_cls: 7.5555, loss: 7.5555 2025-08-16 20:19:07,929 - pyskl - INFO - Epoch [95][5300/7492] lr: 1.497e-02, eta: 2 days, 12:10:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5794, loss_cls: 7.4903, loss: 7.4903 2025-08-16 20:20:00,376 - pyskl - INFO - Epoch [95][5400/7492] lr: 1.497e-02, eta: 2 days, 12:09:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3131, top5_acc: 0.5781, loss_cls: 7.5621, loss: 7.5621 2025-08-16 20:20:53,046 - pyskl - INFO - Epoch [95][5500/7492] lr: 1.496e-02, eta: 2 days, 12:08:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3250, top5_acc: 0.5850, loss_cls: 7.4135, loss: 7.4135 2025-08-16 20:21:46,121 - pyskl - INFO - Epoch [95][5600/7492] lr: 1.495e-02, eta: 2 days, 12:07:54, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3231, top5_acc: 0.5800, loss_cls: 7.5559, loss: 7.5559 2025-08-16 20:22:39,159 - pyskl - INFO - Epoch [95][5700/7492] lr: 1.495e-02, eta: 2 days, 12:07:03, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5797, loss_cls: 7.4608, loss: 7.4608 2025-08-16 20:23:31,613 - pyskl - INFO - Epoch [95][5800/7492] lr: 1.494e-02, eta: 2 days, 12:06:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3350, top5_acc: 0.5872, loss_cls: 7.5289, loss: 7.5289 2025-08-16 20:24:24,074 - pyskl - INFO - Epoch [95][5900/7492] lr: 1.493e-02, eta: 2 days, 12:05:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3184, top5_acc: 0.5891, loss_cls: 7.4848, loss: 7.4848 2025-08-16 20:25:16,569 - pyskl - INFO - Epoch [95][6000/7492] lr: 1.493e-02, eta: 2 days, 12:04:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.6031, loss_cls: 7.3471, loss: 7.3471 2025-08-16 20:26:09,039 - pyskl - INFO - Epoch [95][6100/7492] lr: 1.492e-02, eta: 2 days, 12:03:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5759, loss_cls: 7.3996, loss: 7.3996 2025-08-16 20:27:01,573 - pyskl - INFO - Epoch [95][6200/7492] lr: 1.491e-02, eta: 2 days, 12:02:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3316, top5_acc: 0.5906, loss_cls: 7.3770, loss: 7.3770 2025-08-16 20:27:53,778 - pyskl - INFO - Epoch [95][6300/7492] lr: 1.491e-02, eta: 2 days, 12:01:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3209, top5_acc: 0.5703, loss_cls: 7.5432, loss: 7.5432 2025-08-16 20:28:46,506 - pyskl - INFO - Epoch [95][6400/7492] lr: 1.490e-02, eta: 2 days, 12:00:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3022, top5_acc: 0.5650, loss_cls: 7.5983, loss: 7.5983 2025-08-16 20:29:38,954 - pyskl - INFO - Epoch [95][6500/7492] lr: 1.490e-02, eta: 2 days, 12:00:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3175, top5_acc: 0.5897, loss_cls: 7.5089, loss: 7.5089 2025-08-16 20:30:31,689 - pyskl - INFO - Epoch [95][6600/7492] lr: 1.489e-02, eta: 2 days, 11:59:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3088, top5_acc: 0.5731, loss_cls: 7.6167, loss: 7.6167 2025-08-16 20:31:24,510 - pyskl - INFO - Epoch [95][6700/7492] lr: 1.488e-02, eta: 2 days, 11:58:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5834, loss_cls: 7.4271, loss: 7.4271 2025-08-16 20:32:17,414 - pyskl - INFO - Epoch [95][6800/7492] lr: 1.488e-02, eta: 2 days, 11:57:29, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3206, top5_acc: 0.5813, loss_cls: 7.5038, loss: 7.5038 2025-08-16 20:33:09,953 - pyskl - INFO - Epoch [95][6900/7492] lr: 1.487e-02, eta: 2 days, 11:56:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5737, loss_cls: 7.5175, loss: 7.5175 2025-08-16 20:34:02,406 - pyskl - INFO - Epoch [95][7000/7492] lr: 1.486e-02, eta: 2 days, 11:55:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.6053, loss_cls: 7.3785, loss: 7.3785 2025-08-16 20:34:54,942 - pyskl - INFO - Epoch [95][7100/7492] lr: 1.486e-02, eta: 2 days, 11:54:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5831, loss_cls: 7.4840, loss: 7.4840 2025-08-16 20:35:47,541 - pyskl - INFO - Epoch [95][7200/7492] lr: 1.485e-02, eta: 2 days, 11:54:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3113, top5_acc: 0.5697, loss_cls: 7.5961, loss: 7.5961 2025-08-16 20:36:39,897 - pyskl - INFO - Epoch [95][7300/7492] lr: 1.484e-02, eta: 2 days, 11:53:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5897, loss_cls: 7.5091, loss: 7.5091 2025-08-16 20:37:32,541 - pyskl - INFO - Epoch [95][7400/7492] lr: 1.484e-02, eta: 2 days, 11:52:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5756, loss_cls: 7.5745, loss: 7.5745 2025-08-16 20:38:21,824 - pyskl - INFO - Saving checkpoint at 95 epochs 2025-08-16 20:39:16,291 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 20:39:17,020 - pyskl - INFO - top1_acc 0.2728 top5_acc 0.5273 2025-08-16 20:39:17,020 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 20:39:17,058 - pyskl - INFO - mean_acc 0.2726 2025-08-16 20:39:17,070 - pyskl - INFO - Epoch(val) [95][617] top1_acc: 0.2728, top5_acc: 0.5273, mean_class_accuracy: 0.2726 2025-08-16 20:40:38,747 - pyskl - INFO - Epoch [96][100/7492] lr: 1.483e-02, eta: 2 days, 11:50:25, time: 0.817, data_time: 0.295, memory: 13026, top1_acc: 0.3359, top5_acc: 0.5959, loss_cls: 7.4180, loss: 7.4180 2025-08-16 20:41:31,231 - pyskl - INFO - Epoch [96][200/7492] lr: 1.482e-02, eta: 2 days, 11:49:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.6006, loss_cls: 7.3612, loss: 7.3612 2025-08-16 20:42:23,459 - pyskl - INFO - Epoch [96][300/7492] lr: 1.481e-02, eta: 2 days, 11:48:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5988, loss_cls: 7.3685, loss: 7.3685 2025-08-16 20:43:15,557 - pyskl - INFO - Epoch [96][400/7492] lr: 1.481e-02, eta: 2 days, 11:47:48, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3384, top5_acc: 0.5962, loss_cls: 7.3336, loss: 7.3336 2025-08-16 20:44:07,737 - pyskl - INFO - Epoch [96][500/7492] lr: 1.480e-02, eta: 2 days, 11:46:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3444, top5_acc: 0.6003, loss_cls: 7.3354, loss: 7.3354 2025-08-16 20:45:00,009 - pyskl - INFO - Epoch [96][600/7492] lr: 1.479e-02, eta: 2 days, 11:46:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3231, top5_acc: 0.5806, loss_cls: 7.4475, loss: 7.4475 2025-08-16 20:45:52,358 - pyskl - INFO - Epoch [96][700/7492] lr: 1.479e-02, eta: 2 days, 11:45:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3469, top5_acc: 0.6112, loss_cls: 7.3140, loss: 7.3140 2025-08-16 20:46:44,803 - pyskl - INFO - Epoch [96][800/7492] lr: 1.478e-02, eta: 2 days, 11:44:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3378, top5_acc: 0.6062, loss_cls: 7.3098, loss: 7.3098 2025-08-16 20:47:37,549 - pyskl - INFO - Epoch [96][900/7492] lr: 1.477e-02, eta: 2 days, 11:43:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3372, top5_acc: 0.5994, loss_cls: 7.3146, loss: 7.3146 2025-08-16 20:48:30,252 - pyskl - INFO - Epoch [96][1000/7492] lr: 1.477e-02, eta: 2 days, 11:42:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5859, loss_cls: 7.4761, loss: 7.4761 2025-08-16 20:49:22,518 - pyskl - INFO - Epoch [96][1100/7492] lr: 1.476e-02, eta: 2 days, 11:41:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5850, loss_cls: 7.5531, loss: 7.5531 2025-08-16 20:50:14,859 - pyskl - INFO - Epoch [96][1200/7492] lr: 1.476e-02, eta: 2 days, 11:40:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3431, top5_acc: 0.5778, loss_cls: 7.5342, loss: 7.5342 2025-08-16 20:51:07,630 - pyskl - INFO - Epoch [96][1300/7492] lr: 1.475e-02, eta: 2 days, 11:39:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5831, loss_cls: 7.5593, loss: 7.5593 2025-08-16 20:52:00,031 - pyskl - INFO - Epoch [96][1400/7492] lr: 1.474e-02, eta: 2 days, 11:39:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3397, top5_acc: 0.5894, loss_cls: 7.4825, loss: 7.4825 2025-08-16 20:52:52,417 - pyskl - INFO - Epoch [96][1500/7492] lr: 1.474e-02, eta: 2 days, 11:38:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3337, top5_acc: 0.5894, loss_cls: 7.3766, loss: 7.3766 2025-08-16 20:53:44,910 - pyskl - INFO - Epoch [96][1600/7492] lr: 1.473e-02, eta: 2 days, 11:37:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3356, top5_acc: 0.5869, loss_cls: 7.4404, loss: 7.4404 2025-08-16 20:54:37,112 - pyskl - INFO - Epoch [96][1700/7492] lr: 1.472e-02, eta: 2 days, 11:36:29, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3372, top5_acc: 0.6047, loss_cls: 7.3554, loss: 7.3554 2025-08-16 20:55:29,514 - pyskl - INFO - Epoch [96][1800/7492] lr: 1.472e-02, eta: 2 days, 11:35:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5813, loss_cls: 7.4892, loss: 7.4892 2025-08-16 20:56:22,035 - pyskl - INFO - Epoch [96][1900/7492] lr: 1.471e-02, eta: 2 days, 11:34:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 7.5211, loss: 7.5211 2025-08-16 20:57:14,425 - pyskl - INFO - Epoch [96][2000/7492] lr: 1.470e-02, eta: 2 days, 11:33:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5678, loss_cls: 7.6159, loss: 7.6159 2025-08-16 20:58:08,035 - pyskl - INFO - Epoch [96][2100/7492] lr: 1.470e-02, eta: 2 days, 11:33:01, time: 0.536, data_time: 0.000, memory: 13026, top1_acc: 0.3316, top5_acc: 0.5966, loss_cls: 7.4865, loss: 7.4865 2025-08-16 20:59:00,973 - pyskl - INFO - Epoch [96][2200/7492] lr: 1.469e-02, eta: 2 days, 11:32:09, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5825, loss_cls: 7.4618, loss: 7.4618 2025-08-16 20:59:54,199 - pyskl - INFO - Epoch [96][2300/7492] lr: 1.469e-02, eta: 2 days, 11:31:17, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.3209, top5_acc: 0.5863, loss_cls: 7.4976, loss: 7.4976 2025-08-16 21:00:46,858 - pyskl - INFO - Epoch [96][2400/7492] lr: 1.468e-02, eta: 2 days, 11:30:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3266, top5_acc: 0.5956, loss_cls: 7.4068, loss: 7.4068 2025-08-16 21:01:39,298 - pyskl - INFO - Epoch [96][2500/7492] lr: 1.467e-02, eta: 2 days, 11:29:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3337, top5_acc: 0.5787, loss_cls: 7.4834, loss: 7.4834 2025-08-16 21:02:31,658 - pyskl - INFO - Epoch [96][2600/7492] lr: 1.467e-02, eta: 2 days, 11:28:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3300, top5_acc: 0.5947, loss_cls: 7.4419, loss: 7.4419 2025-08-16 21:03:24,332 - pyskl - INFO - Epoch [96][2700/7492] lr: 1.466e-02, eta: 2 days, 11:27:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5747, loss_cls: 7.4781, loss: 7.4781 2025-08-16 21:04:16,555 - pyskl - INFO - Epoch [96][2800/7492] lr: 1.465e-02, eta: 2 days, 11:26:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3397, top5_acc: 0.5947, loss_cls: 7.4088, loss: 7.4088 2025-08-16 21:05:09,124 - pyskl - INFO - Epoch [96][2900/7492] lr: 1.465e-02, eta: 2 days, 11:26:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3244, top5_acc: 0.5731, loss_cls: 7.5400, loss: 7.5400 2025-08-16 21:06:01,649 - pyskl - INFO - Epoch [96][3000/7492] lr: 1.464e-02, eta: 2 days, 11:25:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3247, top5_acc: 0.5922, loss_cls: 7.3487, loss: 7.3487 2025-08-16 21:06:54,328 - pyskl - INFO - Epoch [96][3100/7492] lr: 1.463e-02, eta: 2 days, 11:24:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3297, top5_acc: 0.5831, loss_cls: 7.4472, loss: 7.4472 2025-08-16 21:07:46,831 - pyskl - INFO - Epoch [96][3200/7492] lr: 1.463e-02, eta: 2 days, 11:23:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5778, loss_cls: 7.5100, loss: 7.5100 2025-08-16 21:08:39,214 - pyskl - INFO - Epoch [96][3300/7492] lr: 1.462e-02, eta: 2 days, 11:22:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5822, loss_cls: 7.5301, loss: 7.5301 2025-08-16 21:09:31,965 - pyskl - INFO - Epoch [96][3400/7492] lr: 1.462e-02, eta: 2 days, 11:21:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3444, top5_acc: 0.5978, loss_cls: 7.4230, loss: 7.4230 2025-08-16 21:10:24,550 - pyskl - INFO - Epoch [96][3500/7492] lr: 1.461e-02, eta: 2 days, 11:20:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5872, loss_cls: 7.4226, loss: 7.4226 2025-08-16 21:11:17,148 - pyskl - INFO - Epoch [96][3600/7492] lr: 1.460e-02, eta: 2 days, 11:19:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5741, loss_cls: 7.4769, loss: 7.4769 2025-08-16 21:12:09,545 - pyskl - INFO - Epoch [96][3700/7492] lr: 1.460e-02, eta: 2 days, 11:19:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3191, top5_acc: 0.5822, loss_cls: 7.4908, loss: 7.4908 2025-08-16 21:13:02,098 - pyskl - INFO - Epoch [96][3800/7492] lr: 1.459e-02, eta: 2 days, 11:18:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3134, top5_acc: 0.5803, loss_cls: 7.4793, loss: 7.4793 2025-08-16 21:13:54,471 - pyskl - INFO - Epoch [96][3900/7492] lr: 1.458e-02, eta: 2 days, 11:17:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3269, top5_acc: 0.5850, loss_cls: 7.4259, loss: 7.4259 2025-08-16 21:14:47,187 - pyskl - INFO - Epoch [96][4000/7492] lr: 1.458e-02, eta: 2 days, 11:16:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3191, top5_acc: 0.5734, loss_cls: 7.5612, loss: 7.5612 2025-08-16 21:15:39,401 - pyskl - INFO - Epoch [96][4100/7492] lr: 1.457e-02, eta: 2 days, 11:15:38, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5878, loss_cls: 7.4275, loss: 7.4275 2025-08-16 21:16:31,931 - pyskl - INFO - Epoch [96][4200/7492] lr: 1.456e-02, eta: 2 days, 11:14:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.5856, loss_cls: 7.4469, loss: 7.4469 2025-08-16 21:17:24,464 - pyskl - INFO - Epoch [96][4300/7492] lr: 1.456e-02, eta: 2 days, 11:13:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3400, top5_acc: 0.5981, loss_cls: 7.3948, loss: 7.3948 2025-08-16 21:18:17,102 - pyskl - INFO - Epoch [96][4400/7492] lr: 1.455e-02, eta: 2 days, 11:13:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3237, top5_acc: 0.5787, loss_cls: 7.4866, loss: 7.4866 2025-08-16 21:19:09,691 - pyskl - INFO - Epoch [96][4500/7492] lr: 1.455e-02, eta: 2 days, 11:12:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5866, loss_cls: 7.4359, loss: 7.4359 2025-08-16 21:20:02,181 - pyskl - INFO - Epoch [96][4600/7492] lr: 1.454e-02, eta: 2 days, 11:11:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 7.4930, loss: 7.4930 2025-08-16 21:20:54,791 - pyskl - INFO - Epoch [96][4700/7492] lr: 1.453e-02, eta: 2 days, 11:10:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5906, loss_cls: 7.3605, loss: 7.3605 2025-08-16 21:21:47,220 - pyskl - INFO - Epoch [96][4800/7492] lr: 1.453e-02, eta: 2 days, 11:09:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3203, top5_acc: 0.5778, loss_cls: 7.5454, loss: 7.5454 2025-08-16 21:22:39,766 - pyskl - INFO - Epoch [96][4900/7492] lr: 1.452e-02, eta: 2 days, 11:08:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3378, top5_acc: 0.5822, loss_cls: 7.4900, loss: 7.4900 2025-08-16 21:23:32,286 - pyskl - INFO - Epoch [96][5000/7492] lr: 1.451e-02, eta: 2 days, 11:07:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3203, top5_acc: 0.5819, loss_cls: 7.5277, loss: 7.5277 2025-08-16 21:24:24,626 - pyskl - INFO - Epoch [96][5100/7492] lr: 1.451e-02, eta: 2 days, 11:06:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5784, loss_cls: 7.5909, loss: 7.5909 2025-08-16 21:25:17,081 - pyskl - INFO - Epoch [96][5200/7492] lr: 1.450e-02, eta: 2 days, 11:06:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5803, loss_cls: 7.5448, loss: 7.5448 2025-08-16 21:26:09,580 - pyskl - INFO - Epoch [96][5300/7492] lr: 1.449e-02, eta: 2 days, 11:05:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3359, top5_acc: 0.5734, loss_cls: 7.4579, loss: 7.4579 2025-08-16 21:27:02,224 - pyskl - INFO - Epoch [96][5400/7492] lr: 1.449e-02, eta: 2 days, 11:04:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5894, loss_cls: 7.4197, loss: 7.4197 2025-08-16 21:27:54,520 - pyskl - INFO - Epoch [96][5500/7492] lr: 1.448e-02, eta: 2 days, 11:03:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3328, top5_acc: 0.5784, loss_cls: 7.4552, loss: 7.4552 2025-08-16 21:28:47,238 - pyskl - INFO - Epoch [96][5600/7492] lr: 1.448e-02, eta: 2 days, 11:02:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5806, loss_cls: 7.4924, loss: 7.4924 2025-08-16 21:29:39,637 - pyskl - INFO - Epoch [96][5700/7492] lr: 1.447e-02, eta: 2 days, 11:01:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3328, top5_acc: 0.5959, loss_cls: 7.3798, loss: 7.3798 2025-08-16 21:30:31,680 - pyskl - INFO - Epoch [96][5800/7492] lr: 1.446e-02, eta: 2 days, 11:00:51, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3119, top5_acc: 0.5650, loss_cls: 7.5117, loss: 7.5117 2025-08-16 21:31:24,191 - pyskl - INFO - Epoch [96][5900/7492] lr: 1.446e-02, eta: 2 days, 10:59:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5737, loss_cls: 7.4751, loss: 7.4751 2025-08-16 21:32:16,459 - pyskl - INFO - Epoch [96][6000/7492] lr: 1.445e-02, eta: 2 days, 10:59:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 7.5075, loss: 7.5075 2025-08-16 21:33:08,848 - pyskl - INFO - Epoch [96][6100/7492] lr: 1.444e-02, eta: 2 days, 10:58:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3266, top5_acc: 0.5869, loss_cls: 7.4952, loss: 7.4952 2025-08-16 21:34:01,322 - pyskl - INFO - Epoch [96][6200/7492] lr: 1.444e-02, eta: 2 days, 10:57:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.5884, loss_cls: 7.4315, loss: 7.4315 2025-08-16 21:34:53,893 - pyskl - INFO - Epoch [96][6300/7492] lr: 1.443e-02, eta: 2 days, 10:56:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3409, top5_acc: 0.5997, loss_cls: 7.3888, loss: 7.3888 2025-08-16 21:35:46,407 - pyskl - INFO - Epoch [96][6400/7492] lr: 1.442e-02, eta: 2 days, 10:55:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3219, top5_acc: 0.5741, loss_cls: 7.4997, loss: 7.4997 2025-08-16 21:36:39,194 - pyskl - INFO - Epoch [96][6500/7492] lr: 1.442e-02, eta: 2 days, 10:54:46, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5928, loss_cls: 7.3838, loss: 7.3838 2025-08-16 21:37:31,824 - pyskl - INFO - Epoch [96][6600/7492] lr: 1.441e-02, eta: 2 days, 10:53:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3266, top5_acc: 0.5931, loss_cls: 7.4761, loss: 7.4761 2025-08-16 21:38:24,419 - pyskl - INFO - Epoch [96][6700/7492] lr: 1.441e-02, eta: 2 days, 10:53:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.5909, loss_cls: 7.3513, loss: 7.3513 2025-08-16 21:39:17,035 - pyskl - INFO - Epoch [96][6800/7492] lr: 1.440e-02, eta: 2 days, 10:52:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3059, top5_acc: 0.5763, loss_cls: 7.5102, loss: 7.5102 2025-08-16 21:40:09,408 - pyskl - INFO - Epoch [96][6900/7492] lr: 1.439e-02, eta: 2 days, 10:51:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5763, loss_cls: 7.4571, loss: 7.4571 2025-08-16 21:41:02,122 - pyskl - INFO - Epoch [96][7000/7492] lr: 1.439e-02, eta: 2 days, 10:50:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5962, loss_cls: 7.4434, loss: 7.4434 2025-08-16 21:41:54,979 - pyskl - INFO - Epoch [96][7100/7492] lr: 1.438e-02, eta: 2 days, 10:49:33, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5925, loss_cls: 7.3416, loss: 7.3416 2025-08-16 21:42:47,692 - pyskl - INFO - Epoch [96][7200/7492] lr: 1.437e-02, eta: 2 days, 10:48:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5878, loss_cls: 7.3813, loss: 7.3813 2025-08-16 21:43:40,495 - pyskl - INFO - Epoch [96][7300/7492] lr: 1.437e-02, eta: 2 days, 10:47:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3269, top5_acc: 0.5941, loss_cls: 7.3742, loss: 7.3742 2025-08-16 21:44:33,161 - pyskl - INFO - Epoch [96][7400/7492] lr: 1.436e-02, eta: 2 days, 10:46:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3234, top5_acc: 0.5813, loss_cls: 7.4477, loss: 7.4477 2025-08-16 21:45:22,648 - pyskl - INFO - Saving checkpoint at 96 epochs 2025-08-16 21:46:19,447 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 21:46:20,188 - pyskl - INFO - top1_acc 0.2899 top5_acc 0.5328 2025-08-16 21:46:20,188 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 21:46:20,227 - pyskl - INFO - mean_acc 0.2898 2025-08-16 21:46:20,303 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_94.pth was removed 2025-08-16 21:46:21,387 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_96.pth. 2025-08-16 21:46:21,388 - pyskl - INFO - Best top1_acc is 0.2899 at 96 epoch. 2025-08-16 21:46:21,401 - pyskl - INFO - Epoch(val) [96][617] top1_acc: 0.2899, top5_acc: 0.5328, mean_class_accuracy: 0.2898 2025-08-16 21:47:43,279 - pyskl - INFO - Epoch [97][100/7492] lr: 1.435e-02, eta: 2 days, 10:45:06, time: 0.819, data_time: 0.296, memory: 13026, top1_acc: 0.3356, top5_acc: 0.5944, loss_cls: 7.3008, loss: 7.3008 2025-08-16 21:48:35,857 - pyskl - INFO - Epoch [97][200/7492] lr: 1.434e-02, eta: 2 days, 10:44:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3397, top5_acc: 0.6047, loss_cls: 7.3391, loss: 7.3391 2025-08-16 21:49:28,180 - pyskl - INFO - Epoch [97][300/7492] lr: 1.434e-02, eta: 2 days, 10:43:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3316, top5_acc: 0.5909, loss_cls: 7.4150, loss: 7.4150 2025-08-16 21:50:20,507 - pyskl - INFO - Epoch [97][400/7492] lr: 1.433e-02, eta: 2 days, 10:42:30, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3397, top5_acc: 0.6003, loss_cls: 7.2979, loss: 7.2979 2025-08-16 21:51:12,774 - pyskl - INFO - Epoch [97][500/7492] lr: 1.432e-02, eta: 2 days, 10:41:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.5994, loss_cls: 7.3084, loss: 7.3084 2025-08-16 21:52:04,863 - pyskl - INFO - Epoch [97][600/7492] lr: 1.432e-02, eta: 2 days, 10:40:45, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3475, top5_acc: 0.5919, loss_cls: 7.3789, loss: 7.3789 2025-08-16 21:52:57,142 - pyskl - INFO - Epoch [97][700/7492] lr: 1.431e-02, eta: 2 days, 10:39:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3331, top5_acc: 0.5916, loss_cls: 7.3934, loss: 7.3934 2025-08-16 21:53:49,179 - pyskl - INFO - Epoch [97][800/7492] lr: 1.431e-02, eta: 2 days, 10:39:00, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3284, top5_acc: 0.5809, loss_cls: 7.4410, loss: 7.4410 2025-08-16 21:54:41,531 - pyskl - INFO - Epoch [97][900/7492] lr: 1.430e-02, eta: 2 days, 10:38:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3412, top5_acc: 0.6012, loss_cls: 7.5001, loss: 7.5001 2025-08-16 21:55:34,184 - pyskl - INFO - Epoch [97][1000/7492] lr: 1.429e-02, eta: 2 days, 10:37:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3378, top5_acc: 0.5881, loss_cls: 7.3575, loss: 7.3575 2025-08-16 21:56:26,644 - pyskl - INFO - Epoch [97][1100/7492] lr: 1.429e-02, eta: 2 days, 10:36:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5934, loss_cls: 7.4354, loss: 7.4354 2025-08-16 21:57:18,883 - pyskl - INFO - Epoch [97][1200/7492] lr: 1.428e-02, eta: 2 days, 10:35:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5994, loss_cls: 7.4180, loss: 7.4180 2025-08-16 21:58:11,503 - pyskl - INFO - Epoch [97][1300/7492] lr: 1.427e-02, eta: 2 days, 10:34:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3328, top5_acc: 0.5931, loss_cls: 7.4437, loss: 7.4437 2025-08-16 21:59:03,573 - pyskl - INFO - Epoch [97][1400/7492] lr: 1.427e-02, eta: 2 days, 10:33:47, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5800, loss_cls: 7.5004, loss: 7.5004 2025-08-16 21:59:56,145 - pyskl - INFO - Epoch [97][1500/7492] lr: 1.426e-02, eta: 2 days, 10:32:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3394, top5_acc: 0.6091, loss_cls: 7.4156, loss: 7.4156 2025-08-16 22:00:48,675 - pyskl - INFO - Epoch [97][1600/7492] lr: 1.425e-02, eta: 2 days, 10:32:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3256, top5_acc: 0.5928, loss_cls: 7.3851, loss: 7.3851 2025-08-16 22:01:41,042 - pyskl - INFO - Epoch [97][1700/7492] lr: 1.425e-02, eta: 2 days, 10:31:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5847, loss_cls: 7.4466, loss: 7.4466 2025-08-16 22:02:33,513 - pyskl - INFO - Epoch [97][1800/7492] lr: 1.424e-02, eta: 2 days, 10:30:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5822, loss_cls: 7.3921, loss: 7.3921 2025-08-16 22:03:26,644 - pyskl - INFO - Epoch [97][1900/7492] lr: 1.424e-02, eta: 2 days, 10:29:26, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3303, top5_acc: 0.5966, loss_cls: 7.4813, loss: 7.4813 2025-08-16 22:04:19,156 - pyskl - INFO - Epoch [97][2000/7492] lr: 1.423e-02, eta: 2 days, 10:28:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5944, loss_cls: 7.4234, loss: 7.4234 2025-08-16 22:05:12,088 - pyskl - INFO - Epoch [97][2100/7492] lr: 1.422e-02, eta: 2 days, 10:27:42, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3256, top5_acc: 0.5891, loss_cls: 7.3884, loss: 7.3884 2025-08-16 22:06:04,526 - pyskl - INFO - Epoch [97][2200/7492] lr: 1.422e-02, eta: 2 days, 10:26:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.6016, loss_cls: 7.3686, loss: 7.3686 2025-08-16 22:06:57,298 - pyskl - INFO - Epoch [97][2300/7492] lr: 1.421e-02, eta: 2 days, 10:25:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3137, top5_acc: 0.5753, loss_cls: 7.4743, loss: 7.4743 2025-08-16 22:07:49,854 - pyskl - INFO - Epoch [97][2400/7492] lr: 1.420e-02, eta: 2 days, 10:25:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3153, top5_acc: 0.5784, loss_cls: 7.4807, loss: 7.4807 2025-08-16 22:08:42,676 - pyskl - INFO - Epoch [97][2500/7492] lr: 1.420e-02, eta: 2 days, 10:24:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5847, loss_cls: 7.4833, loss: 7.4833 2025-08-16 22:09:35,258 - pyskl - INFO - Epoch [97][2600/7492] lr: 1.419e-02, eta: 2 days, 10:23:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.5978, loss_cls: 7.3496, loss: 7.3496 2025-08-16 22:10:27,942 - pyskl - INFO - Epoch [97][2700/7492] lr: 1.419e-02, eta: 2 days, 10:22:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3450, top5_acc: 0.5962, loss_cls: 7.4122, loss: 7.4122 2025-08-16 22:11:20,547 - pyskl - INFO - Epoch [97][2800/7492] lr: 1.418e-02, eta: 2 days, 10:21:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3297, top5_acc: 0.5778, loss_cls: 7.4375, loss: 7.4375 2025-08-16 22:12:13,153 - pyskl - INFO - Epoch [97][2900/7492] lr: 1.417e-02, eta: 2 days, 10:20:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.5903, loss_cls: 7.4009, loss: 7.4009 2025-08-16 22:13:05,866 - pyskl - INFO - Epoch [97][3000/7492] lr: 1.417e-02, eta: 2 days, 10:19:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3325, top5_acc: 0.5919, loss_cls: 7.4327, loss: 7.4327 2025-08-16 22:13:58,457 - pyskl - INFO - Epoch [97][3100/7492] lr: 1.416e-02, eta: 2 days, 10:19:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3325, top5_acc: 0.5894, loss_cls: 7.4234, loss: 7.4234 2025-08-16 22:14:50,941 - pyskl - INFO - Epoch [97][3200/7492] lr: 1.415e-02, eta: 2 days, 10:18:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3159, top5_acc: 0.5797, loss_cls: 7.5207, loss: 7.5207 2025-08-16 22:15:43,354 - pyskl - INFO - Epoch [97][3300/7492] lr: 1.415e-02, eta: 2 days, 10:17:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5769, loss_cls: 7.4628, loss: 7.4628 2025-08-16 22:16:35,941 - pyskl - INFO - Epoch [97][3400/7492] lr: 1.414e-02, eta: 2 days, 10:16:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3197, top5_acc: 0.5897, loss_cls: 7.4336, loss: 7.4336 2025-08-16 22:17:28,690 - pyskl - INFO - Epoch [97][3500/7492] lr: 1.413e-02, eta: 2 days, 10:15:32, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3291, top5_acc: 0.5897, loss_cls: 7.5201, loss: 7.5201 2025-08-16 22:18:21,083 - pyskl - INFO - Epoch [97][3600/7492] lr: 1.413e-02, eta: 2 days, 10:14:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3362, top5_acc: 0.5984, loss_cls: 7.4434, loss: 7.4434 2025-08-16 22:19:13,755 - pyskl - INFO - Epoch [97][3700/7492] lr: 1.412e-02, eta: 2 days, 10:13:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3284, top5_acc: 0.5944, loss_cls: 7.4783, loss: 7.4783 2025-08-16 22:20:06,257 - pyskl - INFO - Epoch [97][3800/7492] lr: 1.412e-02, eta: 2 days, 10:12:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5925, loss_cls: 7.4682, loss: 7.4682 2025-08-16 22:20:58,853 - pyskl - INFO - Epoch [97][3900/7492] lr: 1.411e-02, eta: 2 days, 10:12:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3197, top5_acc: 0.5766, loss_cls: 7.5830, loss: 7.5830 2025-08-16 22:21:51,418 - pyskl - INFO - Epoch [97][4000/7492] lr: 1.410e-02, eta: 2 days, 10:11:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5897, loss_cls: 7.3919, loss: 7.3919 2025-08-16 22:22:44,055 - pyskl - INFO - Epoch [97][4100/7492] lr: 1.410e-02, eta: 2 days, 10:10:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3247, top5_acc: 0.5900, loss_cls: 7.3837, loss: 7.3837 2025-08-16 22:23:36,521 - pyskl - INFO - Epoch [97][4200/7492] lr: 1.409e-02, eta: 2 days, 10:09:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3328, top5_acc: 0.5778, loss_cls: 7.5027, loss: 7.5027 2025-08-16 22:24:28,798 - pyskl - INFO - Epoch [97][4300/7492] lr: 1.408e-02, eta: 2 days, 10:08:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3297, top5_acc: 0.5763, loss_cls: 7.4845, loss: 7.4845 2025-08-16 22:25:21,177 - pyskl - INFO - Epoch [97][4400/7492] lr: 1.408e-02, eta: 2 days, 10:07:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3456, top5_acc: 0.6025, loss_cls: 7.2944, loss: 7.2944 2025-08-16 22:26:13,887 - pyskl - INFO - Epoch [97][4500/7492] lr: 1.407e-02, eta: 2 days, 10:06:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3362, top5_acc: 0.5934, loss_cls: 7.3815, loss: 7.3815 2025-08-16 22:27:06,547 - pyskl - INFO - Epoch [97][4600/7492] lr: 1.407e-02, eta: 2 days, 10:05:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5897, loss_cls: 7.4051, loss: 7.4051 2025-08-16 22:27:59,000 - pyskl - INFO - Epoch [97][4700/7492] lr: 1.406e-02, eta: 2 days, 10:05:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3350, top5_acc: 0.5950, loss_cls: 7.3909, loss: 7.3909 2025-08-16 22:28:51,591 - pyskl - INFO - Epoch [97][4800/7492] lr: 1.405e-02, eta: 2 days, 10:04:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3394, top5_acc: 0.6012, loss_cls: 7.3532, loss: 7.3532 2025-08-16 22:29:44,105 - pyskl - INFO - Epoch [97][4900/7492] lr: 1.405e-02, eta: 2 days, 10:03:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3094, top5_acc: 0.5697, loss_cls: 7.5554, loss: 7.5554 2025-08-16 22:30:36,472 - pyskl - INFO - Epoch [97][5000/7492] lr: 1.404e-02, eta: 2 days, 10:02:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3362, top5_acc: 0.5938, loss_cls: 7.3604, loss: 7.3604 2025-08-16 22:31:28,869 - pyskl - INFO - Epoch [97][5100/7492] lr: 1.403e-02, eta: 2 days, 10:01:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5787, loss_cls: 7.4841, loss: 7.4841 2025-08-16 22:32:21,421 - pyskl - INFO - Epoch [97][5200/7492] lr: 1.403e-02, eta: 2 days, 10:00:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5881, loss_cls: 7.4977, loss: 7.4977 2025-08-16 22:33:13,772 - pyskl - INFO - Epoch [97][5300/7492] lr: 1.402e-02, eta: 2 days, 9:59:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 7.4500, loss: 7.4500 2025-08-16 22:34:06,234 - pyskl - INFO - Epoch [97][5400/7492] lr: 1.402e-02, eta: 2 days, 9:59:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3116, top5_acc: 0.5841, loss_cls: 7.5022, loss: 7.5022 2025-08-16 22:34:58,891 - pyskl - INFO - Epoch [97][5500/7492] lr: 1.401e-02, eta: 2 days, 9:58:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5822, loss_cls: 7.4343, loss: 7.4343 2025-08-16 22:35:51,498 - pyskl - INFO - Epoch [97][5600/7492] lr: 1.400e-02, eta: 2 days, 9:57:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5972, loss_cls: 7.3532, loss: 7.3532 2025-08-16 22:36:44,239 - pyskl - INFO - Epoch [97][5700/7492] lr: 1.400e-02, eta: 2 days, 9:56:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5944, loss_cls: 7.3567, loss: 7.3567 2025-08-16 22:37:36,734 - pyskl - INFO - Epoch [97][5800/7492] lr: 1.399e-02, eta: 2 days, 9:55:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 7.3398, loss: 7.3398 2025-08-16 22:38:29,715 - pyskl - INFO - Epoch [97][5900/7492] lr: 1.398e-02, eta: 2 days, 9:54:41, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3412, top5_acc: 0.5903, loss_cls: 7.4312, loss: 7.4312 2025-08-16 22:39:22,576 - pyskl - INFO - Epoch [97][6000/7492] lr: 1.398e-02, eta: 2 days, 9:53:49, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3262, top5_acc: 0.5797, loss_cls: 7.4288, loss: 7.4288 2025-08-16 22:40:15,442 - pyskl - INFO - Epoch [97][6100/7492] lr: 1.397e-02, eta: 2 days, 9:52:57, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5928, loss_cls: 7.3897, loss: 7.3897 2025-08-16 22:41:08,316 - pyskl - INFO - Epoch [97][6200/7492] lr: 1.397e-02, eta: 2 days, 9:52:05, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5775, loss_cls: 7.4374, loss: 7.4374 2025-08-16 22:42:01,121 - pyskl - INFO - Epoch [97][6300/7492] lr: 1.396e-02, eta: 2 days, 9:51:13, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3431, top5_acc: 0.6094, loss_cls: 7.3286, loss: 7.3286 2025-08-16 22:42:53,522 - pyskl - INFO - Epoch [97][6400/7492] lr: 1.395e-02, eta: 2 days, 9:50:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3222, top5_acc: 0.5781, loss_cls: 7.4601, loss: 7.4601 2025-08-16 22:43:46,208 - pyskl - INFO - Epoch [97][6500/7492] lr: 1.395e-02, eta: 2 days, 9:49:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.5944, loss_cls: 7.4105, loss: 7.4105 2025-08-16 22:44:38,804 - pyskl - INFO - Epoch [97][6600/7492] lr: 1.394e-02, eta: 2 days, 9:48:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3141, top5_acc: 0.5919, loss_cls: 7.4868, loss: 7.4868 2025-08-16 22:45:31,337 - pyskl - INFO - Epoch [97][6700/7492] lr: 1.393e-02, eta: 2 days, 9:47:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5803, loss_cls: 7.4679, loss: 7.4679 2025-08-16 22:46:23,970 - pyskl - INFO - Epoch [97][6800/7492] lr: 1.393e-02, eta: 2 days, 9:46:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3219, top5_acc: 0.5819, loss_cls: 7.4662, loss: 7.4662 2025-08-16 22:47:16,530 - pyskl - INFO - Epoch [97][6900/7492] lr: 1.392e-02, eta: 2 days, 9:46:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5966, loss_cls: 7.3826, loss: 7.3826 2025-08-16 22:48:08,953 - pyskl - INFO - Epoch [97][7000/7492] lr: 1.391e-02, eta: 2 days, 9:45:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3366, top5_acc: 0.5950, loss_cls: 7.3525, loss: 7.3525 2025-08-16 22:49:01,591 - pyskl - INFO - Epoch [97][7100/7492] lr: 1.391e-02, eta: 2 days, 9:44:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3300, top5_acc: 0.5747, loss_cls: 7.4603, loss: 7.4603 2025-08-16 22:49:54,001 - pyskl - INFO - Epoch [97][7200/7492] lr: 1.390e-02, eta: 2 days, 9:43:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 7.5988, loss: 7.5988 2025-08-16 22:50:46,485 - pyskl - INFO - Epoch [97][7300/7492] lr: 1.390e-02, eta: 2 days, 9:42:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3309, top5_acc: 0.5859, loss_cls: 7.4128, loss: 7.4128 2025-08-16 22:51:38,810 - pyskl - INFO - Epoch [97][7400/7492] lr: 1.389e-02, eta: 2 days, 9:41:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3378, top5_acc: 0.5913, loss_cls: 7.3966, loss: 7.3966 2025-08-16 22:52:27,992 - pyskl - INFO - Saving checkpoint at 97 epochs 2025-08-16 22:53:22,627 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-16 22:53:23,363 - pyskl - INFO - top1_acc 0.2879 top5_acc 0.5402 2025-08-16 22:53:23,363 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-16 22:53:23,419 - pyskl - INFO - mean_acc 0.2876 2025-08-16 22:53:23,432 - pyskl - INFO - Epoch(val) [97][617] top1_acc: 0.2879, top5_acc: 0.5402, mean_class_accuracy: 0.2876 2025-08-16 22:54:46,050 - pyskl - INFO - Epoch [98][100/7492] lr: 1.388e-02, eta: 2 days, 9:39:49, time: 0.826, data_time: 0.294, memory: 13026, top1_acc: 0.3325, top5_acc: 0.6091, loss_cls: 7.2900, loss: 7.2900 2025-08-16 22:55:38,660 - pyskl - INFO - Epoch [98][200/7492] lr: 1.387e-02, eta: 2 days, 9:38:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3362, top5_acc: 0.6016, loss_cls: 7.4260, loss: 7.4260 2025-08-16 22:56:31,422 - pyskl - INFO - Epoch [98][300/7492] lr: 1.387e-02, eta: 2 days, 9:38:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6047, loss_cls: 7.3042, loss: 7.3042 2025-08-16 22:57:24,171 - pyskl - INFO - Epoch [98][400/7492] lr: 1.386e-02, eta: 2 days, 9:37:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3222, top5_acc: 0.5863, loss_cls: 7.4486, loss: 7.4486 2025-08-16 22:58:16,320 - pyskl - INFO - Epoch [98][500/7492] lr: 1.385e-02, eta: 2 days, 9:36:20, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3478, top5_acc: 0.6103, loss_cls: 7.2618, loss: 7.2618 2025-08-16 22:59:08,394 - pyskl - INFO - Epoch [98][600/7492] lr: 1.385e-02, eta: 2 days, 9:35:28, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.6056, loss_cls: 7.3214, loss: 7.3214 2025-08-16 23:00:00,469 - pyskl - INFO - Epoch [98][700/7492] lr: 1.384e-02, eta: 2 days, 9:34:35, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3244, top5_acc: 0.5919, loss_cls: 7.5182, loss: 7.5182 2025-08-16 23:00:52,973 - pyskl - INFO - Epoch [98][800/7492] lr: 1.383e-02, eta: 2 days, 9:33:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3200, top5_acc: 0.5981, loss_cls: 7.3235, loss: 7.3235 2025-08-16 23:01:45,299 - pyskl - INFO - Epoch [98][900/7492] lr: 1.383e-02, eta: 2 days, 9:32:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3359, top5_acc: 0.5806, loss_cls: 7.4138, loss: 7.4138 2025-08-16 23:02:37,758 - pyskl - INFO - Epoch [98][1000/7492] lr: 1.382e-02, eta: 2 days, 9:31:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3325, top5_acc: 0.6012, loss_cls: 7.3563, loss: 7.3563 2025-08-16 23:03:30,082 - pyskl - INFO - Epoch [98][1100/7492] lr: 1.382e-02, eta: 2 days, 9:31:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.5894, loss_cls: 7.3602, loss: 7.3602 2025-08-16 23:04:22,676 - pyskl - INFO - Epoch [98][1200/7492] lr: 1.381e-02, eta: 2 days, 9:30:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3256, top5_acc: 0.6022, loss_cls: 7.3883, loss: 7.3883 2025-08-16 23:05:14,981 - pyskl - INFO - Epoch [98][1300/7492] lr: 1.380e-02, eta: 2 days, 9:29:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3412, top5_acc: 0.5822, loss_cls: 7.3971, loss: 7.3971 2025-08-16 23:06:07,022 - pyskl - INFO - Epoch [98][1400/7492] lr: 1.380e-02, eta: 2 days, 9:28:29, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3397, top5_acc: 0.5878, loss_cls: 7.4388, loss: 7.4388 2025-08-16 23:06:59,342 - pyskl - INFO - Epoch [98][1500/7492] lr: 1.379e-02, eta: 2 days, 9:27:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.6025, loss_cls: 7.2956, loss: 7.2956 2025-08-16 23:07:51,546 - pyskl - INFO - Epoch [98][1600/7492] lr: 1.378e-02, eta: 2 days, 9:26:45, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.5994, loss_cls: 7.3460, loss: 7.3460 2025-08-16 23:08:43,903 - pyskl - INFO - Epoch [98][1700/7492] lr: 1.378e-02, eta: 2 days, 9:25:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5953, loss_cls: 7.4270, loss: 7.4270 2025-08-16 23:09:36,516 - pyskl - INFO - Epoch [98][1800/7492] lr: 1.377e-02, eta: 2 days, 9:25:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.5841, loss_cls: 7.3337, loss: 7.3337 2025-08-16 23:10:29,400 - pyskl - INFO - Epoch [98][1900/7492] lr: 1.377e-02, eta: 2 days, 9:24:09, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5903, loss_cls: 7.4330, loss: 7.4330 2025-08-16 23:11:21,756 - pyskl - INFO - Epoch [98][2000/7492] lr: 1.376e-02, eta: 2 days, 9:23:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3409, top5_acc: 0.6000, loss_cls: 7.2893, loss: 7.2893 2025-08-16 23:12:14,160 - pyskl - INFO - Epoch [98][2100/7492] lr: 1.375e-02, eta: 2 days, 9:22:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3359, top5_acc: 0.5925, loss_cls: 7.4048, loss: 7.4048 2025-08-16 23:13:06,682 - pyskl - INFO - Epoch [98][2200/7492] lr: 1.375e-02, eta: 2 days, 9:21:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5906, loss_cls: 7.3893, loss: 7.3893 2025-08-16 23:13:59,298 - pyskl - INFO - Epoch [98][2300/7492] lr: 1.374e-02, eta: 2 days, 9:20:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.6000, loss_cls: 7.4120, loss: 7.4120 2025-08-16 23:14:51,950 - pyskl - INFO - Epoch [98][2400/7492] lr: 1.373e-02, eta: 2 days, 9:19:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5891, loss_cls: 7.3459, loss: 7.3459 2025-08-16 23:15:44,284 - pyskl - INFO - Epoch [98][2500/7492] lr: 1.373e-02, eta: 2 days, 9:18:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3384, top5_acc: 0.5953, loss_cls: 7.3879, loss: 7.3879 2025-08-16 23:16:36,684 - pyskl - INFO - Epoch [98][2600/7492] lr: 1.372e-02, eta: 2 days, 9:18:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5941, loss_cls: 7.4501, loss: 7.4501 2025-08-16 23:17:29,008 - pyskl - INFO - Epoch [98][2700/7492] lr: 1.372e-02, eta: 2 days, 9:17:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3169, top5_acc: 0.5731, loss_cls: 7.4674, loss: 7.4674 2025-08-16 23:18:21,438 - pyskl - INFO - Epoch [98][2800/7492] lr: 1.371e-02, eta: 2 days, 9:16:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3162, top5_acc: 0.5956, loss_cls: 7.4351, loss: 7.4351 2025-08-16 23:19:13,865 - pyskl - INFO - Epoch [98][2900/7492] lr: 1.370e-02, eta: 2 days, 9:15:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5913, loss_cls: 7.3977, loss: 7.3977 2025-08-16 23:20:06,343 - pyskl - INFO - Epoch [98][3000/7492] lr: 1.370e-02, eta: 2 days, 9:14:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3303, top5_acc: 0.5909, loss_cls: 7.4162, loss: 7.4162 2025-08-16 23:20:58,619 - pyskl - INFO - Epoch [98][3100/7492] lr: 1.369e-02, eta: 2 days, 9:13:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.5884, loss_cls: 7.3636, loss: 7.3636 2025-08-16 23:21:50,855 - pyskl - INFO - Epoch [98][3200/7492] lr: 1.368e-02, eta: 2 days, 9:12:50, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.5953, loss_cls: 7.3639, loss: 7.3639 2025-08-16 23:22:43,472 - pyskl - INFO - Epoch [98][3300/7492] lr: 1.368e-02, eta: 2 days, 9:11:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3325, top5_acc: 0.5906, loss_cls: 7.4124, loss: 7.4124 2025-08-16 23:23:36,088 - pyskl - INFO - Epoch [98][3400/7492] lr: 1.367e-02, eta: 2 days, 9:11:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5884, loss_cls: 7.3951, loss: 7.3951 2025-08-16 23:24:28,772 - pyskl - INFO - Epoch [98][3500/7492] lr: 1.367e-02, eta: 2 days, 9:10:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3159, top5_acc: 0.5819, loss_cls: 7.4771, loss: 7.4771 2025-08-16 23:25:21,178 - pyskl - INFO - Epoch [98][3600/7492] lr: 1.366e-02, eta: 2 days, 9:09:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5947, loss_cls: 7.4145, loss: 7.4145 2025-08-16 23:26:13,696 - pyskl - INFO - Epoch [98][3700/7492] lr: 1.365e-02, eta: 2 days, 9:08:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5956, loss_cls: 7.4043, loss: 7.4043 2025-08-16 23:27:06,193 - pyskl - INFO - Epoch [98][3800/7492] lr: 1.365e-02, eta: 2 days, 9:07:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3281, top5_acc: 0.6016, loss_cls: 7.3910, loss: 7.3910 2025-08-16 23:27:58,538 - pyskl - INFO - Epoch [98][3900/7492] lr: 1.364e-02, eta: 2 days, 9:06:44, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3387, top5_acc: 0.6078, loss_cls: 7.3019, loss: 7.3019 2025-08-16 23:28:51,008 - pyskl - INFO - Epoch [98][4000/7492] lr: 1.363e-02, eta: 2 days, 9:05:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.5978, loss_cls: 7.4386, loss: 7.4386 2025-08-16 23:29:43,008 - pyskl - INFO - Epoch [98][4100/7492] lr: 1.363e-02, eta: 2 days, 9:05:00, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3337, top5_acc: 0.5962, loss_cls: 7.3284, loss: 7.3284 2025-08-16 23:30:35,484 - pyskl - INFO - Epoch [98][4200/7492] lr: 1.362e-02, eta: 2 days, 9:04:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3291, top5_acc: 0.5828, loss_cls: 7.4741, loss: 7.4741 2025-08-16 23:31:27,893 - pyskl - INFO - Epoch [98][4300/7492] lr: 1.362e-02, eta: 2 days, 9:03:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5950, loss_cls: 7.4523, loss: 7.4523 2025-08-16 23:32:20,106 - pyskl - INFO - Epoch [98][4400/7492] lr: 1.361e-02, eta: 2 days, 9:02:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3359, top5_acc: 0.5881, loss_cls: 7.4776, loss: 7.4776 2025-08-16 23:33:12,596 - pyskl - INFO - Epoch [98][4500/7492] lr: 1.360e-02, eta: 2 days, 9:01:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3419, top5_acc: 0.5931, loss_cls: 7.4110, loss: 7.4110 2025-08-16 23:34:05,246 - pyskl - INFO - Epoch [98][4600/7492] lr: 1.360e-02, eta: 2 days, 9:00:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5909, loss_cls: 7.3918, loss: 7.3918 2025-08-16 23:34:57,553 - pyskl - INFO - Epoch [98][4700/7492] lr: 1.359e-02, eta: 2 days, 8:59:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5931, loss_cls: 7.3563, loss: 7.3563 2025-08-16 23:35:49,952 - pyskl - INFO - Epoch [98][4800/7492] lr: 1.358e-02, eta: 2 days, 8:58:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5881, loss_cls: 7.3885, loss: 7.3885 2025-08-16 23:36:42,353 - pyskl - INFO - Epoch [98][4900/7492] lr: 1.358e-02, eta: 2 days, 8:58:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3378, top5_acc: 0.6094, loss_cls: 7.2533, loss: 7.2533 2025-08-16 23:37:35,079 - pyskl - INFO - Epoch [98][5000/7492] lr: 1.357e-02, eta: 2 days, 8:57:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5847, loss_cls: 7.3898, loss: 7.3898 2025-08-16 23:38:27,392 - pyskl - INFO - Epoch [98][5100/7492] lr: 1.357e-02, eta: 2 days, 8:56:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5791, loss_cls: 7.5277, loss: 7.5277 2025-08-16 23:39:19,782 - pyskl - INFO - Epoch [98][5200/7492] lr: 1.356e-02, eta: 2 days, 8:55:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3447, top5_acc: 0.5944, loss_cls: 7.3802, loss: 7.3802 2025-08-16 23:40:11,976 - pyskl - INFO - Epoch [98][5300/7492] lr: 1.355e-02, eta: 2 days, 8:54:33, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3403, top5_acc: 0.5997, loss_cls: 7.3710, loss: 7.3710 2025-08-16 23:41:04,569 - pyskl - INFO - Epoch [98][5400/7492] lr: 1.355e-02, eta: 2 days, 8:53:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5866, loss_cls: 7.3646, loss: 7.3646 2025-08-16 23:41:56,924 - pyskl - INFO - Epoch [98][5500/7492] lr: 1.354e-02, eta: 2 days, 8:52:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.6075, loss_cls: 7.3405, loss: 7.3405 2025-08-16 23:42:49,689 - pyskl - INFO - Epoch [98][5600/7492] lr: 1.354e-02, eta: 2 days, 8:51:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3253, top5_acc: 0.5809, loss_cls: 7.5156, loss: 7.5156 2025-08-16 23:43:42,123 - pyskl - INFO - Epoch [98][5700/7492] lr: 1.353e-02, eta: 2 days, 8:51:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.5925, loss_cls: 7.4312, loss: 7.4312 2025-08-16 23:44:34,603 - pyskl - INFO - Epoch [98][5800/7492] lr: 1.352e-02, eta: 2 days, 8:50:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3369, top5_acc: 0.5959, loss_cls: 7.4570, loss: 7.4570 2025-08-16 23:45:27,020 - pyskl - INFO - Epoch [98][5900/7492] lr: 1.352e-02, eta: 2 days, 8:49:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3356, top5_acc: 0.6034, loss_cls: 7.3902, loss: 7.3902 2025-08-16 23:46:19,568 - pyskl - INFO - Epoch [98][6000/7492] lr: 1.351e-02, eta: 2 days, 8:48:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.5947, loss_cls: 7.3571, loss: 7.3571 2025-08-16 23:47:12,329 - pyskl - INFO - Epoch [98][6100/7492] lr: 1.350e-02, eta: 2 days, 8:47:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5834, loss_cls: 7.4468, loss: 7.4468 2025-08-16 23:48:04,844 - pyskl - INFO - Epoch [98][6200/7492] lr: 1.350e-02, eta: 2 days, 8:46:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3466, top5_acc: 0.5978, loss_cls: 7.3660, loss: 7.3660 2025-08-16 23:48:56,967 - pyskl - INFO - Epoch [98][6300/7492] lr: 1.349e-02, eta: 2 days, 8:45:51, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.5913, loss_cls: 7.3381, loss: 7.3381 2025-08-16 23:49:49,275 - pyskl - INFO - Epoch [98][6400/7492] lr: 1.349e-02, eta: 2 days, 8:44:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5944, loss_cls: 7.4105, loss: 7.4105 2025-08-16 23:50:41,803 - pyskl - INFO - Epoch [98][6500/7492] lr: 1.348e-02, eta: 2 days, 8:44:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3266, top5_acc: 0.5891, loss_cls: 7.5177, loss: 7.5177 2025-08-16 23:51:34,260 - pyskl - INFO - Epoch [98][6600/7492] lr: 1.347e-02, eta: 2 days, 8:43:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3244, top5_acc: 0.5813, loss_cls: 7.4490, loss: 7.4490 2025-08-16 23:52:27,046 - pyskl - INFO - Epoch [98][6700/7492] lr: 1.347e-02, eta: 2 days, 8:42:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5913, loss_cls: 7.3282, loss: 7.3282 2025-08-16 23:53:19,660 - pyskl - INFO - Epoch [98][6800/7492] lr: 1.346e-02, eta: 2 days, 8:41:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5794, loss_cls: 7.4625, loss: 7.4625 2025-08-16 23:54:11,917 - pyskl - INFO - Epoch [98][6900/7492] lr: 1.345e-02, eta: 2 days, 8:40:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3300, top5_acc: 0.5988, loss_cls: 7.3698, loss: 7.3698 2025-08-16 23:55:04,298 - pyskl - INFO - Epoch [98][7000/7492] lr: 1.345e-02, eta: 2 days, 8:39:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3197, top5_acc: 0.5781, loss_cls: 7.4611, loss: 7.4611 2025-08-16 23:55:56,870 - pyskl - INFO - Epoch [98][7100/7492] lr: 1.344e-02, eta: 2 days, 8:38:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3159, top5_acc: 0.5822, loss_cls: 7.4718, loss: 7.4718 2025-08-16 23:56:49,271 - pyskl - INFO - Epoch [98][7200/7492] lr: 1.344e-02, eta: 2 days, 8:38:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3387, top5_acc: 0.5950, loss_cls: 7.2988, loss: 7.2988 2025-08-16 23:57:41,813 - pyskl - INFO - Epoch [98][7300/7492] lr: 1.343e-02, eta: 2 days, 8:37:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5878, loss_cls: 7.3440, loss: 7.3440 2025-08-16 23:58:34,215 - pyskl - INFO - Epoch [98][7400/7492] lr: 1.342e-02, eta: 2 days, 8:36:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5834, loss_cls: 7.4202, loss: 7.4202 2025-08-16 23:59:23,379 - pyskl - INFO - Saving checkpoint at 98 epochs 2025-08-17 00:00:43,116 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 00:00:43,853 - pyskl - INFO - top1_acc 0.2864 top5_acc 0.5435 2025-08-17 00:00:43,853 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 00:00:43,890 - pyskl - INFO - mean_acc 0.2862 2025-08-17 00:00:43,901 - pyskl - INFO - Epoch(val) [98][617] top1_acc: 0.2864, top5_acc: 0.5435, mean_class_accuracy: 0.2862 2025-08-17 00:02:06,146 - pyskl - INFO - Epoch [99][100/7492] lr: 1.341e-02, eta: 2 days, 8:34:27, time: 0.822, data_time: 0.297, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 7.2248, loss: 7.2248 2025-08-17 00:02:58,397 - pyskl - INFO - Epoch [99][200/7492] lr: 1.341e-02, eta: 2 days, 8:33:35, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.5972, loss_cls: 7.3052, loss: 7.3052 2025-08-17 00:03:50,616 - pyskl - INFO - Epoch [99][300/7492] lr: 1.340e-02, eta: 2 days, 8:32:42, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5906, loss_cls: 7.3478, loss: 7.3478 2025-08-17 00:04:42,639 - pyskl - INFO - Epoch [99][400/7492] lr: 1.339e-02, eta: 2 days, 8:31:50, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5934, loss_cls: 7.4040, loss: 7.4040 2025-08-17 00:05:34,830 - pyskl - INFO - Epoch [99][500/7492] lr: 1.339e-02, eta: 2 days, 8:30:58, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.6041, loss_cls: 7.3112, loss: 7.3112 2025-08-17 00:06:26,809 - pyskl - INFO - Epoch [99][600/7492] lr: 1.338e-02, eta: 2 days, 8:30:05, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6081, loss_cls: 7.3405, loss: 7.3405 2025-08-17 00:07:19,049 - pyskl - INFO - Epoch [99][700/7492] lr: 1.337e-02, eta: 2 days, 8:29:13, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5981, loss_cls: 7.4048, loss: 7.4048 2025-08-17 00:08:10,971 - pyskl - INFO - Epoch [99][800/7492] lr: 1.337e-02, eta: 2 days, 8:28:20, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5831, loss_cls: 7.3096, loss: 7.3096 2025-08-17 00:09:02,873 - pyskl - INFO - Epoch [99][900/7492] lr: 1.336e-02, eta: 2 days, 8:27:28, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3387, top5_acc: 0.5956, loss_cls: 7.3658, loss: 7.3658 2025-08-17 00:09:54,778 - pyskl - INFO - Epoch [99][1000/7492] lr: 1.336e-02, eta: 2 days, 8:26:35, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5891, loss_cls: 7.5095, loss: 7.5095 2025-08-17 00:10:47,741 - pyskl - INFO - Epoch [99][1100/7492] lr: 1.335e-02, eta: 2 days, 8:25:43, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3409, top5_acc: 0.6125, loss_cls: 7.2599, loss: 7.2599 2025-08-17 00:11:40,225 - pyskl - INFO - Epoch [99][1200/7492] lr: 1.334e-02, eta: 2 days, 8:24:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3384, top5_acc: 0.5847, loss_cls: 7.4046, loss: 7.4046 2025-08-17 00:12:32,237 - pyskl - INFO - Epoch [99][1300/7492] lr: 1.334e-02, eta: 2 days, 8:23:59, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3497, top5_acc: 0.6094, loss_cls: 7.2242, loss: 7.2242 2025-08-17 00:13:24,551 - pyskl - INFO - Epoch [99][1400/7492] lr: 1.333e-02, eta: 2 days, 8:23:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3403, top5_acc: 0.6041, loss_cls: 7.3349, loss: 7.3349 2025-08-17 00:14:16,553 - pyskl - INFO - Epoch [99][1500/7492] lr: 1.332e-02, eta: 2 days, 8:22:14, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3387, top5_acc: 0.5953, loss_cls: 7.3360, loss: 7.3360 2025-08-17 00:15:08,993 - pyskl - INFO - Epoch [99][1600/7492] lr: 1.332e-02, eta: 2 days, 8:21:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3444, top5_acc: 0.6156, loss_cls: 7.3456, loss: 7.3456 2025-08-17 00:16:01,054 - pyskl - INFO - Epoch [99][1700/7492] lr: 1.331e-02, eta: 2 days, 8:20:29, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3191, top5_acc: 0.5725, loss_cls: 7.4344, loss: 7.4344 2025-08-17 00:16:53,207 - pyskl - INFO - Epoch [99][1800/7492] lr: 1.331e-02, eta: 2 days, 8:19:37, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.5866, loss_cls: 7.4492, loss: 7.4492 2025-08-17 00:17:44,967 - pyskl - INFO - Epoch [99][1900/7492] lr: 1.330e-02, eta: 2 days, 8:18:44, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.6062, loss_cls: 7.3460, loss: 7.3460 2025-08-17 00:18:37,055 - pyskl - INFO - Epoch [99][2000/7492] lr: 1.329e-02, eta: 2 days, 8:17:52, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3469, top5_acc: 0.6078, loss_cls: 7.2927, loss: 7.2927 2025-08-17 00:19:29,097 - pyskl - INFO - Epoch [99][2100/7492] lr: 1.329e-02, eta: 2 days, 8:17:00, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 7.3508, loss: 7.3508 2025-08-17 00:20:21,061 - pyskl - INFO - Epoch [99][2200/7492] lr: 1.328e-02, eta: 2 days, 8:16:07, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3225, top5_acc: 0.5806, loss_cls: 7.4800, loss: 7.4800 2025-08-17 00:21:13,478 - pyskl - INFO - Epoch [99][2300/7492] lr: 1.328e-02, eta: 2 days, 8:15:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3256, top5_acc: 0.5922, loss_cls: 7.3701, loss: 7.3701 2025-08-17 00:22:05,638 - pyskl - INFO - Epoch [99][2400/7492] lr: 1.327e-02, eta: 2 days, 8:14:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3212, top5_acc: 0.5966, loss_cls: 7.4466, loss: 7.4466 2025-08-17 00:22:57,488 - pyskl - INFO - Epoch [99][2500/7492] lr: 1.326e-02, eta: 2 days, 8:13:30, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.3231, top5_acc: 0.5981, loss_cls: 7.3355, loss: 7.3355 2025-08-17 00:23:49,438 - pyskl - INFO - Epoch [99][2600/7492] lr: 1.326e-02, eta: 2 days, 8:12:38, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5925, loss_cls: 7.3512, loss: 7.3512 2025-08-17 00:24:41,508 - pyskl - INFO - Epoch [99][2700/7492] lr: 1.325e-02, eta: 2 days, 8:11:45, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5947, loss_cls: 7.3816, loss: 7.3816 2025-08-17 00:25:33,745 - pyskl - INFO - Epoch [99][2800/7492] lr: 1.324e-02, eta: 2 days, 8:10:53, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3356, top5_acc: 0.5997, loss_cls: 7.4190, loss: 7.4190 2025-08-17 00:26:25,815 - pyskl - INFO - Epoch [99][2900/7492] lr: 1.324e-02, eta: 2 days, 8:10:00, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5909, loss_cls: 7.3729, loss: 7.3729 2025-08-17 00:27:17,981 - pyskl - INFO - Epoch [99][3000/7492] lr: 1.323e-02, eta: 2 days, 8:09:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3372, top5_acc: 0.5953, loss_cls: 7.3395, loss: 7.3395 2025-08-17 00:28:10,016 - pyskl - INFO - Epoch [99][3100/7492] lr: 1.323e-02, eta: 2 days, 8:08:16, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.5991, loss_cls: 7.3298, loss: 7.3298 2025-08-17 00:29:02,053 - pyskl - INFO - Epoch [99][3200/7492] lr: 1.322e-02, eta: 2 days, 8:07:23, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.5991, loss_cls: 7.3259, loss: 7.3259 2025-08-17 00:29:54,089 - pyskl - INFO - Epoch [99][3300/7492] lr: 1.321e-02, eta: 2 days, 8:06:31, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.5966, loss_cls: 7.3618, loss: 7.3618 2025-08-17 00:30:46,244 - pyskl - INFO - Epoch [99][3400/7492] lr: 1.321e-02, eta: 2 days, 8:05:38, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6034, loss_cls: 7.3334, loss: 7.3334 2025-08-17 00:31:38,251 - pyskl - INFO - Epoch [99][3500/7492] lr: 1.320e-02, eta: 2 days, 8:04:46, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3275, top5_acc: 0.5737, loss_cls: 7.4712, loss: 7.4712 2025-08-17 00:32:30,621 - pyskl - INFO - Epoch [99][3600/7492] lr: 1.320e-02, eta: 2 days, 8:03:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5934, loss_cls: 7.4016, loss: 7.4016 2025-08-17 00:33:22,722 - pyskl - INFO - Epoch [99][3700/7492] lr: 1.319e-02, eta: 2 days, 8:03:01, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.5897, loss_cls: 7.4526, loss: 7.4526 2025-08-17 00:34:14,607 - pyskl - INFO - Epoch [99][3800/7492] lr: 1.318e-02, eta: 2 days, 8:02:09, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.5953, loss_cls: 7.3591, loss: 7.3591 2025-08-17 00:35:06,775 - pyskl - INFO - Epoch [99][3900/7492] lr: 1.318e-02, eta: 2 days, 8:01:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3237, top5_acc: 0.5800, loss_cls: 7.5167, loss: 7.5167 2025-08-17 00:35:58,925 - pyskl - INFO - Epoch [99][4000/7492] lr: 1.317e-02, eta: 2 days, 8:00:24, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 7.3457, loss: 7.3457 2025-08-17 00:36:51,021 - pyskl - INFO - Epoch [99][4100/7492] lr: 1.316e-02, eta: 2 days, 7:59:32, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3478, top5_acc: 0.5931, loss_cls: 7.3156, loss: 7.3156 2025-08-17 00:37:43,135 - pyskl - INFO - Epoch [99][4200/7492] lr: 1.316e-02, eta: 2 days, 7:58:39, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.6016, loss_cls: 7.3784, loss: 7.3784 2025-08-17 00:38:35,184 - pyskl - INFO - Epoch [99][4300/7492] lr: 1.315e-02, eta: 2 days, 7:57:47, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3362, top5_acc: 0.6066, loss_cls: 7.2751, loss: 7.2751 2025-08-17 00:39:27,293 - pyskl - INFO - Epoch [99][4400/7492] lr: 1.315e-02, eta: 2 days, 7:56:55, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5953, loss_cls: 7.3416, loss: 7.3416 2025-08-17 00:40:19,651 - pyskl - INFO - Epoch [99][4500/7492] lr: 1.314e-02, eta: 2 days, 7:56:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5825, loss_cls: 7.3984, loss: 7.3984 2025-08-17 00:41:12,264 - pyskl - INFO - Epoch [99][4600/7492] lr: 1.313e-02, eta: 2 days, 7:55:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.5997, loss_cls: 7.3573, loss: 7.3573 2025-08-17 00:42:04,857 - pyskl - INFO - Epoch [99][4700/7492] lr: 1.313e-02, eta: 2 days, 7:54:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3366, top5_acc: 0.6028, loss_cls: 7.3617, loss: 7.3617 2025-08-17 00:42:57,562 - pyskl - INFO - Epoch [99][4800/7492] lr: 1.312e-02, eta: 2 days, 7:53:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.6069, loss_cls: 7.3692, loss: 7.3692 2025-08-17 00:43:50,151 - pyskl - INFO - Epoch [99][4900/7492] lr: 1.312e-02, eta: 2 days, 7:52:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3431, top5_acc: 0.6100, loss_cls: 7.3300, loss: 7.3300 2025-08-17 00:44:42,696 - pyskl - INFO - Epoch [99][5000/7492] lr: 1.311e-02, eta: 2 days, 7:51:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3472, top5_acc: 0.6009, loss_cls: 7.3286, loss: 7.3286 2025-08-17 00:45:35,092 - pyskl - INFO - Epoch [99][5100/7492] lr: 1.310e-02, eta: 2 days, 7:50:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3325, top5_acc: 0.5919, loss_cls: 7.4124, loss: 7.4124 2025-08-17 00:46:27,467 - pyskl - INFO - Epoch [99][5200/7492] lr: 1.310e-02, eta: 2 days, 7:49:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.5994, loss_cls: 7.3122, loss: 7.3122 2025-08-17 00:47:19,920 - pyskl - INFO - Epoch [99][5300/7492] lr: 1.309e-02, eta: 2 days, 7:49:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5872, loss_cls: 7.4157, loss: 7.4157 2025-08-17 00:48:12,187 - pyskl - INFO - Epoch [99][5400/7492] lr: 1.308e-02, eta: 2 days, 7:48:13, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5878, loss_cls: 7.4180, loss: 7.4180 2025-08-17 00:49:04,573 - pyskl - INFO - Epoch [99][5500/7492] lr: 1.308e-02, eta: 2 days, 7:47:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3503, top5_acc: 0.5938, loss_cls: 7.3625, loss: 7.3625 2025-08-17 00:49:57,033 - pyskl - INFO - Epoch [99][5600/7492] lr: 1.307e-02, eta: 2 days, 7:46:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3278, top5_acc: 0.5722, loss_cls: 7.5036, loss: 7.5036 2025-08-17 00:50:49,496 - pyskl - INFO - Epoch [99][5700/7492] lr: 1.307e-02, eta: 2 days, 7:45:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3447, top5_acc: 0.5966, loss_cls: 7.3578, loss: 7.3578 2025-08-17 00:51:42,411 - pyskl - INFO - Epoch [99][5800/7492] lr: 1.306e-02, eta: 2 days, 7:44:44, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.5947, loss_cls: 7.2929, loss: 7.2929 2025-08-17 00:52:34,934 - pyskl - INFO - Epoch [99][5900/7492] lr: 1.305e-02, eta: 2 days, 7:43:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3294, top5_acc: 0.5816, loss_cls: 7.5047, loss: 7.5047 2025-08-17 00:53:27,130 - pyskl - INFO - Epoch [99][6000/7492] lr: 1.305e-02, eta: 2 days, 7:43:00, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3303, top5_acc: 0.5922, loss_cls: 7.3798, loss: 7.3798 2025-08-17 00:54:19,867 - pyskl - INFO - Epoch [99][6100/7492] lr: 1.304e-02, eta: 2 days, 7:42:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3378, top5_acc: 0.5869, loss_cls: 7.3620, loss: 7.3620 2025-08-17 00:55:12,310 - pyskl - INFO - Epoch [99][6200/7492] lr: 1.304e-02, eta: 2 days, 7:41:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.5972, loss_cls: 7.3886, loss: 7.3886 2025-08-17 00:56:04,558 - pyskl - INFO - Epoch [99][6300/7492] lr: 1.303e-02, eta: 2 days, 7:40:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.6022, loss_cls: 7.3395, loss: 7.3395 2025-08-17 00:56:56,781 - pyskl - INFO - Epoch [99][6400/7492] lr: 1.302e-02, eta: 2 days, 7:39:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.5966, loss_cls: 7.3417, loss: 7.3417 2025-08-17 00:57:49,014 - pyskl - INFO - Epoch [99][6500/7492] lr: 1.302e-02, eta: 2 days, 7:38:38, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5991, loss_cls: 7.3743, loss: 7.3743 2025-08-17 00:58:41,157 - pyskl - INFO - Epoch [99][6600/7492] lr: 1.301e-02, eta: 2 days, 7:37:46, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3303, top5_acc: 0.5897, loss_cls: 7.4082, loss: 7.4082 2025-08-17 00:59:33,582 - pyskl - INFO - Epoch [99][6700/7492] lr: 1.300e-02, eta: 2 days, 7:36:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5878, loss_cls: 7.4181, loss: 7.4181 2025-08-17 01:00:25,678 - pyskl - INFO - Epoch [99][6800/7492] lr: 1.300e-02, eta: 2 days, 7:36:01, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5997, loss_cls: 7.3870, loss: 7.3870 2025-08-17 01:01:17,879 - pyskl - INFO - Epoch [99][6900/7492] lr: 1.299e-02, eta: 2 days, 7:35:09, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3334, top5_acc: 0.5856, loss_cls: 7.4148, loss: 7.4148 2025-08-17 01:02:09,902 - pyskl - INFO - Epoch [99][7000/7492] lr: 1.299e-02, eta: 2 days, 7:34:17, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5872, loss_cls: 7.3938, loss: 7.3938 2025-08-17 01:03:01,771 - pyskl - INFO - Epoch [99][7100/7492] lr: 1.298e-02, eta: 2 days, 7:33:24, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3488, top5_acc: 0.5869, loss_cls: 7.3477, loss: 7.3477 2025-08-17 01:03:53,693 - pyskl - INFO - Epoch [99][7200/7492] lr: 1.297e-02, eta: 2 days, 7:32:32, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3419, top5_acc: 0.6050, loss_cls: 7.2838, loss: 7.2838 2025-08-17 01:04:45,554 - pyskl - INFO - Epoch [99][7300/7492] lr: 1.297e-02, eta: 2 days, 7:31:39, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3316, top5_acc: 0.5884, loss_cls: 7.3608, loss: 7.3608 2025-08-17 01:05:37,661 - pyskl - INFO - Epoch [99][7400/7492] lr: 1.296e-02, eta: 2 days, 7:30:47, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3366, top5_acc: 0.6003, loss_cls: 7.3329, loss: 7.3329 2025-08-17 01:06:26,322 - pyskl - INFO - Saving checkpoint at 99 epochs 2025-08-17 01:07:22,869 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 01:07:23,609 - pyskl - INFO - top1_acc 0.2908 top5_acc 0.5384 2025-08-17 01:07:23,609 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 01:07:23,650 - pyskl - INFO - mean_acc 0.2905 2025-08-17 01:07:23,722 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_96.pth was removed 2025-08-17 01:07:24,790 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_99.pth. 2025-08-17 01:07:24,791 - pyskl - INFO - Best top1_acc is 0.2908 at 99 epoch. 2025-08-17 01:07:24,808 - pyskl - INFO - Epoch(val) [99][617] top1_acc: 0.2908, top5_acc: 0.5384, mean_class_accuracy: 0.2905 2025-08-17 01:08:46,017 - pyskl - INFO - Epoch [100][100/7492] lr: 1.295e-02, eta: 2 days, 7:28:56, time: 0.812, data_time: 0.293, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6084, loss_cls: 7.2980, loss: 7.2980 2025-08-17 01:09:37,781 - pyskl - INFO - Epoch [100][200/7492] lr: 1.294e-02, eta: 2 days, 7:28:04, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.3613, top5_acc: 0.6162, loss_cls: 7.2785, loss: 7.2785 2025-08-17 01:10:29,743 - pyskl - INFO - Epoch [100][300/7492] lr: 1.294e-02, eta: 2 days, 7:27:11, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.6122, loss_cls: 7.2594, loss: 7.2594 2025-08-17 01:11:21,486 - pyskl - INFO - Epoch [100][400/7492] lr: 1.293e-02, eta: 2 days, 7:26:19, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6047, loss_cls: 7.3876, loss: 7.3876 2025-08-17 01:12:13,232 - pyskl - INFO - Epoch [100][500/7492] lr: 1.293e-02, eta: 2 days, 7:25:26, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.3478, top5_acc: 0.6053, loss_cls: 7.3082, loss: 7.3082 2025-08-17 01:13:05,023 - pyskl - INFO - Epoch [100][600/7492] lr: 1.292e-02, eta: 2 days, 7:24:34, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.3409, top5_acc: 0.6109, loss_cls: 7.2994, loss: 7.2994 2025-08-17 01:13:56,728 - pyskl - INFO - Epoch [100][700/7492] lr: 1.291e-02, eta: 2 days, 7:23:41, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.6094, loss_cls: 7.2887, loss: 7.2887 2025-08-17 01:14:48,317 - pyskl - INFO - Epoch [100][800/7492] lr: 1.291e-02, eta: 2 days, 7:22:48, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.5900, loss_cls: 7.3596, loss: 7.3596 2025-08-17 01:15:40,118 - pyskl - INFO - Epoch [100][900/7492] lr: 1.290e-02, eta: 2 days, 7:21:56, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.5953, loss_cls: 7.3137, loss: 7.3137 2025-08-17 01:16:31,871 - pyskl - INFO - Epoch [100][1000/7492] lr: 1.290e-02, eta: 2 days, 7:21:03, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.3394, top5_acc: 0.5997, loss_cls: 7.2614, loss: 7.2614 2025-08-17 01:17:23,684 - pyskl - INFO - Epoch [100][1100/7492] lr: 1.289e-02, eta: 2 days, 7:20:11, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 7.3627, loss: 7.3627 2025-08-17 01:18:15,420 - pyskl - INFO - Epoch [100][1200/7492] lr: 1.288e-02, eta: 2 days, 7:19:18, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6122, loss_cls: 7.2226, loss: 7.2226 2025-08-17 01:19:07,201 - pyskl - INFO - Epoch [100][1300/7492] lr: 1.288e-02, eta: 2 days, 7:18:26, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.3497, top5_acc: 0.6038, loss_cls: 7.3241, loss: 7.3241 2025-08-17 01:19:59,234 - pyskl - INFO - Epoch [100][1400/7492] lr: 1.287e-02, eta: 2 days, 7:17:33, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3403, top5_acc: 0.5959, loss_cls: 7.2927, loss: 7.2927 2025-08-17 01:20:51,261 - pyskl - INFO - Epoch [100][1500/7492] lr: 1.286e-02, eta: 2 days, 7:16:41, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3500, top5_acc: 0.6169, loss_cls: 7.1986, loss: 7.1986 2025-08-17 01:21:43,703 - pyskl - INFO - Epoch [100][1600/7492] lr: 1.286e-02, eta: 2 days, 7:15:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3372, top5_acc: 0.6022, loss_cls: 7.3356, loss: 7.3356 2025-08-17 01:22:36,211 - pyskl - INFO - Epoch [100][1700/7492] lr: 1.285e-02, eta: 2 days, 7:14:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6006, loss_cls: 7.3025, loss: 7.3025 2025-08-17 01:23:28,709 - pyskl - INFO - Epoch [100][1800/7492] lr: 1.285e-02, eta: 2 days, 7:14:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 7.3072, loss: 7.3072 2025-08-17 01:24:21,118 - pyskl - INFO - Epoch [100][1900/7492] lr: 1.284e-02, eta: 2 days, 7:13:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3409, top5_acc: 0.6025, loss_cls: 7.3208, loss: 7.3208 2025-08-17 01:25:13,632 - pyskl - INFO - Epoch [100][2000/7492] lr: 1.283e-02, eta: 2 days, 7:12:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.5850, loss_cls: 7.3753, loss: 7.3753 2025-08-17 01:26:06,071 - pyskl - INFO - Epoch [100][2100/7492] lr: 1.283e-02, eta: 2 days, 7:11:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3500, top5_acc: 0.6172, loss_cls: 7.2948, loss: 7.2948 2025-08-17 01:26:58,714 - pyskl - INFO - Epoch [100][2200/7492] lr: 1.282e-02, eta: 2 days, 7:10:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6038, loss_cls: 7.2894, loss: 7.2894 2025-08-17 01:27:51,116 - pyskl - INFO - Epoch [100][2300/7492] lr: 1.282e-02, eta: 2 days, 7:09:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.6009, loss_cls: 7.4094, loss: 7.4094 2025-08-17 01:28:43,699 - pyskl - INFO - Epoch [100][2400/7492] lr: 1.281e-02, eta: 2 days, 7:08:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.6034, loss_cls: 7.3488, loss: 7.3488 2025-08-17 01:29:36,303 - pyskl - INFO - Epoch [100][2500/7492] lr: 1.280e-02, eta: 2 days, 7:07:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3519, top5_acc: 0.6166, loss_cls: 7.1888, loss: 7.1888 2025-08-17 01:30:28,629 - pyskl - INFO - Epoch [100][2600/7492] lr: 1.280e-02, eta: 2 days, 7:07:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 7.3466, loss: 7.3466 2025-08-17 01:31:20,960 - pyskl - INFO - Epoch [100][2700/7492] lr: 1.279e-02, eta: 2 days, 7:06:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.6038, loss_cls: 7.2635, loss: 7.2635 2025-08-17 01:32:13,502 - pyskl - INFO - Epoch [100][2800/7492] lr: 1.279e-02, eta: 2 days, 7:05:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.6053, loss_cls: 7.2893, loss: 7.2893 2025-08-17 01:33:05,852 - pyskl - INFO - Epoch [100][2900/7492] lr: 1.278e-02, eta: 2 days, 7:04:30, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3287, top5_acc: 0.5841, loss_cls: 7.4689, loss: 7.4689 2025-08-17 01:33:58,251 - pyskl - INFO - Epoch [100][3000/7492] lr: 1.277e-02, eta: 2 days, 7:03:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3291, top5_acc: 0.5906, loss_cls: 7.4056, loss: 7.4056 2025-08-17 01:34:50,451 - pyskl - INFO - Epoch [100][3100/7492] lr: 1.277e-02, eta: 2 days, 7:02:46, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3378, top5_acc: 0.6034, loss_cls: 7.2758, loss: 7.2758 2025-08-17 01:35:42,788 - pyskl - INFO - Epoch [100][3200/7492] lr: 1.276e-02, eta: 2 days, 7:01:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3222, top5_acc: 0.5850, loss_cls: 7.4722, loss: 7.4722 2025-08-17 01:36:35,392 - pyskl - INFO - Epoch [100][3300/7492] lr: 1.275e-02, eta: 2 days, 7:01:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3491, top5_acc: 0.6072, loss_cls: 7.3427, loss: 7.3427 2025-08-17 01:37:27,832 - pyskl - INFO - Epoch [100][3400/7492] lr: 1.275e-02, eta: 2 days, 7:00:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3209, top5_acc: 0.5931, loss_cls: 7.4605, loss: 7.4605 2025-08-17 01:38:20,040 - pyskl - INFO - Epoch [100][3500/7492] lr: 1.274e-02, eta: 2 days, 6:59:17, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.6003, loss_cls: 7.3738, loss: 7.3738 2025-08-17 01:39:12,412 - pyskl - INFO - Epoch [100][3600/7492] lr: 1.274e-02, eta: 2 days, 6:58:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3472, top5_acc: 0.6034, loss_cls: 7.3354, loss: 7.3354 2025-08-17 01:40:04,849 - pyskl - INFO - Epoch [100][3700/7492] lr: 1.273e-02, eta: 2 days, 6:57:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.5928, loss_cls: 7.4321, loss: 7.4321 2025-08-17 01:40:57,081 - pyskl - INFO - Epoch [100][3800/7492] lr: 1.272e-02, eta: 2 days, 6:56:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.5947, loss_cls: 7.2803, loss: 7.2803 2025-08-17 01:41:49,652 - pyskl - INFO - Epoch [100][3900/7492] lr: 1.272e-02, eta: 2 days, 6:55:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3431, top5_acc: 0.5950, loss_cls: 7.2999, loss: 7.2999 2025-08-17 01:42:41,998 - pyskl - INFO - Epoch [100][4000/7492] lr: 1.271e-02, eta: 2 days, 6:54:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3275, top5_acc: 0.5769, loss_cls: 7.4420, loss: 7.4420 2025-08-17 01:43:34,524 - pyskl - INFO - Epoch [100][4100/7492] lr: 1.271e-02, eta: 2 days, 6:54:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3362, top5_acc: 0.5850, loss_cls: 7.4123, loss: 7.4123 2025-08-17 01:44:26,825 - pyskl - INFO - Epoch [100][4200/7492] lr: 1.270e-02, eta: 2 days, 6:53:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.6062, loss_cls: 7.2787, loss: 7.2787 2025-08-17 01:45:19,203 - pyskl - INFO - Epoch [100][4300/7492] lr: 1.269e-02, eta: 2 days, 6:52:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.5859, loss_cls: 7.4058, loss: 7.4058 2025-08-17 01:46:11,562 - pyskl - INFO - Epoch [100][4400/7492] lr: 1.269e-02, eta: 2 days, 6:51:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.5909, loss_cls: 7.3306, loss: 7.3306 2025-08-17 01:47:04,512 - pyskl - INFO - Epoch [100][4500/7492] lr: 1.268e-02, eta: 2 days, 6:50:35, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.5978, loss_cls: 7.3360, loss: 7.3360 2025-08-17 01:47:57,181 - pyskl - INFO - Epoch [100][4600/7492] lr: 1.268e-02, eta: 2 days, 6:49:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3359, top5_acc: 0.5903, loss_cls: 7.3560, loss: 7.3560 2025-08-17 01:48:49,894 - pyskl - INFO - Epoch [100][4700/7492] lr: 1.267e-02, eta: 2 days, 6:48:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3284, top5_acc: 0.5878, loss_cls: 7.4919, loss: 7.4919 2025-08-17 01:49:42,024 - pyskl - INFO - Epoch [100][4800/7492] lr: 1.266e-02, eta: 2 days, 6:47:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3291, top5_acc: 0.5991, loss_cls: 7.3841, loss: 7.3841 2025-08-17 01:50:34,495 - pyskl - INFO - Epoch [100][4900/7492] lr: 1.266e-02, eta: 2 days, 6:47:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3228, top5_acc: 0.5825, loss_cls: 7.4296, loss: 7.4296 2025-08-17 01:51:27,032 - pyskl - INFO - Epoch [100][5000/7492] lr: 1.265e-02, eta: 2 days, 6:46:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3309, top5_acc: 0.5872, loss_cls: 7.3545, loss: 7.3545 2025-08-17 01:52:19,617 - pyskl - INFO - Epoch [100][5100/7492] lr: 1.265e-02, eta: 2 days, 6:45:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5953, loss_cls: 7.2977, loss: 7.2977 2025-08-17 01:53:11,859 - pyskl - INFO - Epoch [100][5200/7492] lr: 1.264e-02, eta: 2 days, 6:44:29, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3300, top5_acc: 0.5737, loss_cls: 7.5138, loss: 7.5138 2025-08-17 01:54:04,015 - pyskl - INFO - Epoch [100][5300/7492] lr: 1.263e-02, eta: 2 days, 6:43:37, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 7.2743, loss: 7.2743 2025-08-17 01:54:56,512 - pyskl - INFO - Epoch [100][5400/7492] lr: 1.263e-02, eta: 2 days, 6:42:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3256, top5_acc: 0.5913, loss_cls: 7.4002, loss: 7.4002 2025-08-17 01:55:49,112 - pyskl - INFO - Epoch [100][5500/7492] lr: 1.262e-02, eta: 2 days, 6:41:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3350, top5_acc: 0.5981, loss_cls: 7.3664, loss: 7.3664 2025-08-17 01:56:41,574 - pyskl - INFO - Epoch [100][5600/7492] lr: 1.261e-02, eta: 2 days, 6:41:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3194, top5_acc: 0.5841, loss_cls: 7.3840, loss: 7.3840 2025-08-17 01:57:34,085 - pyskl - INFO - Epoch [100][5700/7492] lr: 1.261e-02, eta: 2 days, 6:40:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3403, top5_acc: 0.5981, loss_cls: 7.3302, loss: 7.3302 2025-08-17 01:58:26,459 - pyskl - INFO - Epoch [100][5800/7492] lr: 1.260e-02, eta: 2 days, 6:39:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3350, top5_acc: 0.5934, loss_cls: 7.3618, loss: 7.3618 2025-08-17 01:59:18,800 - pyskl - INFO - Epoch [100][5900/7492] lr: 1.260e-02, eta: 2 days, 6:38:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3372, top5_acc: 0.5994, loss_cls: 7.2958, loss: 7.2958 2025-08-17 02:00:11,262 - pyskl - INFO - Epoch [100][6000/7492] lr: 1.259e-02, eta: 2 days, 6:37:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3369, top5_acc: 0.5950, loss_cls: 7.3245, loss: 7.3245 2025-08-17 02:01:03,566 - pyskl - INFO - Epoch [100][6100/7492] lr: 1.258e-02, eta: 2 days, 6:36:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.5984, loss_cls: 7.3464, loss: 7.3464 2025-08-17 02:01:55,951 - pyskl - INFO - Epoch [100][6200/7492] lr: 1.258e-02, eta: 2 days, 6:35:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3522, top5_acc: 0.6041, loss_cls: 7.2346, loss: 7.2346 2025-08-17 02:02:48,295 - pyskl - INFO - Epoch [100][6300/7492] lr: 1.257e-02, eta: 2 days, 6:34:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3381, top5_acc: 0.6122, loss_cls: 7.2324, loss: 7.2324 2025-08-17 02:03:40,894 - pyskl - INFO - Epoch [100][6400/7492] lr: 1.257e-02, eta: 2 days, 6:34:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3300, top5_acc: 0.5894, loss_cls: 7.3673, loss: 7.3673 2025-08-17 02:04:33,265 - pyskl - INFO - Epoch [100][6500/7492] lr: 1.256e-02, eta: 2 days, 6:33:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.5863, loss_cls: 7.3251, loss: 7.3251 2025-08-17 02:05:25,527 - pyskl - INFO - Epoch [100][6600/7492] lr: 1.255e-02, eta: 2 days, 6:32:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.6078, loss_cls: 7.3273, loss: 7.3273 2025-08-17 02:06:17,888 - pyskl - INFO - Epoch [100][6700/7492] lr: 1.255e-02, eta: 2 days, 6:31:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6003, loss_cls: 7.2896, loss: 7.2896 2025-08-17 02:07:10,659 - pyskl - INFO - Epoch [100][6800/7492] lr: 1.254e-02, eta: 2 days, 6:30:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5800, loss_cls: 7.4948, loss: 7.4948 2025-08-17 02:08:03,026 - pyskl - INFO - Epoch [100][6900/7492] lr: 1.254e-02, eta: 2 days, 6:29:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3272, top5_acc: 0.5913, loss_cls: 7.3426, loss: 7.3426 2025-08-17 02:08:55,300 - pyskl - INFO - Epoch [100][7000/7492] lr: 1.253e-02, eta: 2 days, 6:28:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3509, top5_acc: 0.6103, loss_cls: 7.2864, loss: 7.2864 2025-08-17 02:09:47,341 - pyskl - INFO - Epoch [100][7100/7492] lr: 1.252e-02, eta: 2 days, 6:27:57, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.6003, loss_cls: 7.3600, loss: 7.3600 2025-08-17 02:10:39,663 - pyskl - INFO - Epoch [100][7200/7492] lr: 1.252e-02, eta: 2 days, 6:27:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3450, top5_acc: 0.6016, loss_cls: 7.3697, loss: 7.3697 2025-08-17 02:11:31,867 - pyskl - INFO - Epoch [100][7300/7492] lr: 1.251e-02, eta: 2 days, 6:26:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3312, top5_acc: 0.5863, loss_cls: 7.3769, loss: 7.3769 2025-08-17 02:12:23,917 - pyskl - INFO - Epoch [100][7400/7492] lr: 1.251e-02, eta: 2 days, 6:25:20, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3403, top5_acc: 0.5906, loss_cls: 7.3135, loss: 7.3135 2025-08-17 02:13:13,031 - pyskl - INFO - Saving checkpoint at 100 epochs 2025-08-17 02:37:37,040 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 02:37:37,784 - pyskl - INFO - top1_acc 0.2983 top5_acc 0.5538 2025-08-17 02:37:37,784 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 02:37:37,825 - pyskl - INFO - mean_acc 0.2980 2025-08-17 02:37:37,899 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_99.pth was removed 2025-08-17 02:37:39,209 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_100.pth. 2025-08-17 02:37:39,210 - pyskl - INFO - Best top1_acc is 0.2983 at 100 epoch. 2025-08-17 02:37:39,224 - pyskl - INFO - Epoch(val) [100][617] top1_acc: 0.2983, top5_acc: 0.5538, mean_class_accuracy: 0.2980 2025-08-17 02:39:00,735 - pyskl - INFO - Epoch [101][100/7492] lr: 1.249e-02, eta: 2 days, 6:23:30, time: 0.815, data_time: 0.295, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6216, loss_cls: 7.2244, loss: 7.2244 2025-08-17 02:39:53,095 - pyskl - INFO - Epoch [101][200/7492] lr: 1.249e-02, eta: 2 days, 6:22:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3553, top5_acc: 0.6100, loss_cls: 7.1853, loss: 7.1853 2025-08-17 02:40:45,390 - pyskl - INFO - Epoch [101][300/7492] lr: 1.248e-02, eta: 2 days, 6:21:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3444, top5_acc: 0.6084, loss_cls: 7.2388, loss: 7.2388 2025-08-17 02:41:37,738 - pyskl - INFO - Epoch [101][400/7492] lr: 1.248e-02, eta: 2 days, 6:20:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3534, top5_acc: 0.6184, loss_cls: 7.2637, loss: 7.2637 2025-08-17 02:42:29,728 - pyskl - INFO - Epoch [101][500/7492] lr: 1.247e-02, eta: 2 days, 6:20:01, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3403, top5_acc: 0.5941, loss_cls: 7.3738, loss: 7.3738 2025-08-17 02:43:22,034 - pyskl - INFO - Epoch [101][600/7492] lr: 1.246e-02, eta: 2 days, 6:19:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.6038, loss_cls: 7.3583, loss: 7.3583 2025-08-17 02:44:14,109 - pyskl - INFO - Epoch [101][700/7492] lr: 1.246e-02, eta: 2 days, 6:18:16, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3488, top5_acc: 0.6128, loss_cls: 7.1460, loss: 7.1460 2025-08-17 02:45:06,112 - pyskl - INFO - Epoch [101][800/7492] lr: 1.245e-02, eta: 2 days, 6:17:24, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.6100, loss_cls: 7.2261, loss: 7.2261 2025-08-17 02:45:58,269 - pyskl - INFO - Epoch [101][900/7492] lr: 1.245e-02, eta: 2 days, 6:16:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6131, loss_cls: 7.1765, loss: 7.1765 2025-08-17 02:46:50,331 - pyskl - INFO - Epoch [101][1000/7492] lr: 1.244e-02, eta: 2 days, 6:15:39, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.5925, loss_cls: 7.2621, loss: 7.2621 2025-08-17 02:47:42,540 - pyskl - INFO - Epoch [101][1100/7492] lr: 1.243e-02, eta: 2 days, 6:14:47, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3322, top5_acc: 0.5928, loss_cls: 7.3523, loss: 7.3523 2025-08-17 02:48:34,648 - pyskl - INFO - Epoch [101][1200/7492] lr: 1.243e-02, eta: 2 days, 6:13:54, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 7.3618, loss: 7.3618 2025-08-17 02:49:26,917 - pyskl - INFO - Epoch [101][1300/7492] lr: 1.242e-02, eta: 2 days, 6:13:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3456, top5_acc: 0.6075, loss_cls: 7.2647, loss: 7.2647 2025-08-17 02:50:19,196 - pyskl - INFO - Epoch [101][1400/7492] lr: 1.242e-02, eta: 2 days, 6:12:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.6175, loss_cls: 7.2836, loss: 7.2836 2025-08-17 02:51:11,722 - pyskl - INFO - Epoch [101][1500/7492] lr: 1.241e-02, eta: 2 days, 6:11:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3222, top5_acc: 0.5947, loss_cls: 7.4043, loss: 7.4043 2025-08-17 02:52:03,706 - pyskl - INFO - Epoch [101][1600/7492] lr: 1.240e-02, eta: 2 days, 6:10:25, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3453, top5_acc: 0.6066, loss_cls: 7.2426, loss: 7.2426 2025-08-17 02:52:56,121 - pyskl - INFO - Epoch [101][1700/7492] lr: 1.240e-02, eta: 2 days, 6:09:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3412, top5_acc: 0.6003, loss_cls: 7.3608, loss: 7.3608 2025-08-17 02:53:49,094 - pyskl - INFO - Epoch [101][1800/7492] lr: 1.239e-02, eta: 2 days, 6:08:41, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3419, top5_acc: 0.5981, loss_cls: 7.3296, loss: 7.3296 2025-08-17 02:54:41,748 - pyskl - INFO - Epoch [101][1900/7492] lr: 1.239e-02, eta: 2 days, 6:07:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3419, top5_acc: 0.5981, loss_cls: 7.2607, loss: 7.2607 2025-08-17 02:55:34,442 - pyskl - INFO - Epoch [101][2000/7492] lr: 1.238e-02, eta: 2 days, 6:06:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.6109, loss_cls: 7.3610, loss: 7.3610 2025-08-17 02:56:27,122 - pyskl - INFO - Epoch [101][2100/7492] lr: 1.237e-02, eta: 2 days, 6:06:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3394, top5_acc: 0.5822, loss_cls: 7.4481, loss: 7.4481 2025-08-17 02:57:19,574 - pyskl - INFO - Epoch [101][2200/7492] lr: 1.237e-02, eta: 2 days, 6:05:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.6178, loss_cls: 7.2982, loss: 7.2982 2025-08-17 02:58:11,994 - pyskl - INFO - Epoch [101][2300/7492] lr: 1.236e-02, eta: 2 days, 6:04:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.5834, loss_cls: 7.3702, loss: 7.3702 2025-08-17 02:59:04,353 - pyskl - INFO - Epoch [101][2400/7492] lr: 1.236e-02, eta: 2 days, 6:03:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.5981, loss_cls: 7.3366, loss: 7.3366 2025-08-17 02:59:56,787 - pyskl - INFO - Epoch [101][2500/7492] lr: 1.235e-02, eta: 2 days, 6:02:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3522, top5_acc: 0.6009, loss_cls: 7.3563, loss: 7.3563 2025-08-17 03:00:49,395 - pyskl - INFO - Epoch [101][2600/7492] lr: 1.234e-02, eta: 2 days, 6:01:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3362, top5_acc: 0.5991, loss_cls: 7.3483, loss: 7.3483 2025-08-17 03:01:41,741 - pyskl - INFO - Epoch [101][2700/7492] lr: 1.234e-02, eta: 2 days, 6:00:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.6144, loss_cls: 7.2075, loss: 7.2075 2025-08-17 03:02:34,265 - pyskl - INFO - Epoch [101][2800/7492] lr: 1.233e-02, eta: 2 days, 5:59:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3356, top5_acc: 0.5928, loss_cls: 7.3313, loss: 7.3313 2025-08-17 03:03:26,610 - pyskl - INFO - Epoch [101][2900/7492] lr: 1.232e-02, eta: 2 days, 5:59:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.6003, loss_cls: 7.3151, loss: 7.3151 2025-08-17 03:04:19,045 - pyskl - INFO - Epoch [101][3000/7492] lr: 1.232e-02, eta: 2 days, 5:58:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3431, top5_acc: 0.5887, loss_cls: 7.3450, loss: 7.3450 2025-08-17 03:05:11,346 - pyskl - INFO - Epoch [101][3100/7492] lr: 1.231e-02, eta: 2 days, 5:57:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.6050, loss_cls: 7.2052, loss: 7.2052 2025-08-17 03:06:03,939 - pyskl - INFO - Epoch [101][3200/7492] lr: 1.231e-02, eta: 2 days, 5:56:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3419, top5_acc: 0.6031, loss_cls: 7.3025, loss: 7.3025 2025-08-17 03:06:56,121 - pyskl - INFO - Epoch [101][3300/7492] lr: 1.230e-02, eta: 2 days, 5:55:38, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3403, top5_acc: 0.5931, loss_cls: 7.4138, loss: 7.4138 2025-08-17 03:07:48,418 - pyskl - INFO - Epoch [101][3400/7492] lr: 1.229e-02, eta: 2 days, 5:54:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5931, loss_cls: 7.3589, loss: 7.3589 2025-08-17 03:08:40,540 - pyskl - INFO - Epoch [101][3500/7492] lr: 1.229e-02, eta: 2 days, 5:53:53, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3591, top5_acc: 0.6041, loss_cls: 7.2047, loss: 7.2047 2025-08-17 03:09:33,216 - pyskl - INFO - Epoch [101][3600/7492] lr: 1.228e-02, eta: 2 days, 5:53:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6069, loss_cls: 7.3146, loss: 7.3146 2025-08-17 03:10:26,175 - pyskl - INFO - Epoch [101][3700/7492] lr: 1.228e-02, eta: 2 days, 5:52:09, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3394, top5_acc: 0.6012, loss_cls: 7.3370, loss: 7.3370 2025-08-17 03:11:19,042 - pyskl - INFO - Epoch [101][3800/7492] lr: 1.227e-02, eta: 2 days, 5:51:17, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3356, top5_acc: 0.6044, loss_cls: 7.3697, loss: 7.3697 2025-08-17 03:12:11,652 - pyskl - INFO - Epoch [101][3900/7492] lr: 1.226e-02, eta: 2 days, 5:50:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3387, top5_acc: 0.5938, loss_cls: 7.4301, loss: 7.4301 2025-08-17 03:13:03,756 - pyskl - INFO - Epoch [101][4000/7492] lr: 1.226e-02, eta: 2 days, 5:49:33, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.5844, loss_cls: 7.3793, loss: 7.3793 2025-08-17 03:13:55,902 - pyskl - INFO - Epoch [101][4100/7492] lr: 1.225e-02, eta: 2 days, 5:48:40, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3356, top5_acc: 0.6106, loss_cls: 7.1958, loss: 7.1958 2025-08-17 03:14:48,243 - pyskl - INFO - Epoch [101][4200/7492] lr: 1.225e-02, eta: 2 days, 5:47:48, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.6034, loss_cls: 7.3376, loss: 7.3376 2025-08-17 03:15:40,491 - pyskl - INFO - Epoch [101][4300/7492] lr: 1.224e-02, eta: 2 days, 5:46:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3372, top5_acc: 0.5997, loss_cls: 7.3133, loss: 7.3133 2025-08-17 03:16:32,874 - pyskl - INFO - Epoch [101][4400/7492] lr: 1.223e-02, eta: 2 days, 5:46:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6072, loss_cls: 7.2668, loss: 7.2668 2025-08-17 03:17:25,349 - pyskl - INFO - Epoch [101][4500/7492] lr: 1.223e-02, eta: 2 days, 5:45:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3456, top5_acc: 0.6031, loss_cls: 7.2576, loss: 7.2576 2025-08-17 03:18:17,663 - pyskl - INFO - Epoch [101][4600/7492] lr: 1.222e-02, eta: 2 days, 5:44:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.5947, loss_cls: 7.3673, loss: 7.3673 2025-08-17 03:19:09,998 - pyskl - INFO - Epoch [101][4700/7492] lr: 1.222e-02, eta: 2 days, 5:43:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3506, top5_acc: 0.6000, loss_cls: 7.2591, loss: 7.2591 2025-08-17 03:20:02,465 - pyskl - INFO - Epoch [101][4800/7492] lr: 1.221e-02, eta: 2 days, 5:42:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.5972, loss_cls: 7.3439, loss: 7.3439 2025-08-17 03:20:55,078 - pyskl - INFO - Epoch [101][4900/7492] lr: 1.220e-02, eta: 2 days, 5:41:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3328, top5_acc: 0.5966, loss_cls: 7.3707, loss: 7.3707 2025-08-17 03:21:47,573 - pyskl - INFO - Epoch [101][5000/7492] lr: 1.220e-02, eta: 2 days, 5:40:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3300, top5_acc: 0.5909, loss_cls: 7.3190, loss: 7.3190 2025-08-17 03:22:39,910 - pyskl - INFO - Epoch [101][5100/7492] lr: 1.219e-02, eta: 2 days, 5:39:58, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3509, top5_acc: 0.6022, loss_cls: 7.2335, loss: 7.2335 2025-08-17 03:23:32,047 - pyskl - INFO - Epoch [101][5200/7492] lr: 1.219e-02, eta: 2 days, 5:39:06, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3369, top5_acc: 0.5916, loss_cls: 7.3674, loss: 7.3674 2025-08-17 03:24:24,490 - pyskl - INFO - Epoch [101][5300/7492] lr: 1.218e-02, eta: 2 days, 5:38:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3450, top5_acc: 0.6131, loss_cls: 7.2836, loss: 7.2836 2025-08-17 03:25:16,950 - pyskl - INFO - Epoch [101][5400/7492] lr: 1.217e-02, eta: 2 days, 5:37:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3522, top5_acc: 0.6091, loss_cls: 7.2830, loss: 7.2830 2025-08-17 03:26:09,193 - pyskl - INFO - Epoch [101][5500/7492] lr: 1.217e-02, eta: 2 days, 5:36:29, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.6047, loss_cls: 7.2675, loss: 7.2675 2025-08-17 03:27:01,598 - pyskl - INFO - Epoch [101][5600/7492] lr: 1.216e-02, eta: 2 days, 5:35:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3553, top5_acc: 0.6128, loss_cls: 7.2082, loss: 7.2082 2025-08-17 03:27:53,952 - pyskl - INFO - Epoch [101][5700/7492] lr: 1.216e-02, eta: 2 days, 5:34:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6109, loss_cls: 7.2624, loss: 7.2624 2025-08-17 03:28:46,321 - pyskl - INFO - Epoch [101][5800/7492] lr: 1.215e-02, eta: 2 days, 5:33:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.6006, loss_cls: 7.3302, loss: 7.3302 2025-08-17 03:29:38,816 - pyskl - INFO - Epoch [101][5900/7492] lr: 1.214e-02, eta: 2 days, 5:33:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3409, top5_acc: 0.6091, loss_cls: 7.2829, loss: 7.2829 2025-08-17 03:30:31,211 - pyskl - INFO - Epoch [101][6000/7492] lr: 1.214e-02, eta: 2 days, 5:32:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3431, top5_acc: 0.6075, loss_cls: 7.2013, loss: 7.2013 2025-08-17 03:31:23,432 - pyskl - INFO - Epoch [101][6100/7492] lr: 1.213e-02, eta: 2 days, 5:31:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.5969, loss_cls: 7.2804, loss: 7.2804 2025-08-17 03:32:15,672 - pyskl - INFO - Epoch [101][6200/7492] lr: 1.213e-02, eta: 2 days, 5:30:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.5959, loss_cls: 7.3581, loss: 7.3581 2025-08-17 03:33:08,108 - pyskl - INFO - Epoch [101][6300/7492] lr: 1.212e-02, eta: 2 days, 5:29:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3362, top5_acc: 0.5947, loss_cls: 7.3589, loss: 7.3589 2025-08-17 03:34:00,688 - pyskl - INFO - Epoch [101][6400/7492] lr: 1.211e-02, eta: 2 days, 5:28:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.6038, loss_cls: 7.3546, loss: 7.3546 2025-08-17 03:34:53,323 - pyskl - INFO - Epoch [101][6500/7492] lr: 1.211e-02, eta: 2 days, 5:27:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3353, top5_acc: 0.6009, loss_cls: 7.3469, loss: 7.3469 2025-08-17 03:35:45,974 - pyskl - INFO - Epoch [101][6600/7492] lr: 1.210e-02, eta: 2 days, 5:26:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6031, loss_cls: 7.1244, loss: 7.1244 2025-08-17 03:36:38,487 - pyskl - INFO - Epoch [101][6700/7492] lr: 1.210e-02, eta: 2 days, 5:26:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3419, top5_acc: 0.5994, loss_cls: 7.3463, loss: 7.3463 2025-08-17 03:37:30,940 - pyskl - INFO - Epoch [101][6800/7492] lr: 1.209e-02, eta: 2 days, 5:25:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3306, top5_acc: 0.5881, loss_cls: 7.4288, loss: 7.4288 2025-08-17 03:38:23,298 - pyskl - INFO - Epoch [101][6900/7492] lr: 1.208e-02, eta: 2 days, 5:24:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3331, top5_acc: 0.6006, loss_cls: 7.3407, loss: 7.3407 2025-08-17 03:39:15,888 - pyskl - INFO - Epoch [101][7000/7492] lr: 1.208e-02, eta: 2 days, 5:23:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3503, top5_acc: 0.6106, loss_cls: 7.3136, loss: 7.3136 2025-08-17 03:40:08,497 - pyskl - INFO - Epoch [101][7100/7492] lr: 1.207e-02, eta: 2 days, 5:22:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3456, top5_acc: 0.5944, loss_cls: 7.3570, loss: 7.3570 2025-08-17 03:41:01,233 - pyskl - INFO - Epoch [101][7200/7492] lr: 1.207e-02, eta: 2 days, 5:21:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3291, top5_acc: 0.5897, loss_cls: 7.3879, loss: 7.3879 2025-08-17 03:41:53,831 - pyskl - INFO - Epoch [101][7300/7492] lr: 1.206e-02, eta: 2 days, 5:20:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3519, top5_acc: 0.6153, loss_cls: 7.2556, loss: 7.2556 2025-08-17 03:42:46,280 - pyskl - INFO - Epoch [101][7400/7492] lr: 1.205e-02, eta: 2 days, 5:19:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3469, top5_acc: 0.5972, loss_cls: 7.3357, loss: 7.3357 2025-08-17 03:43:35,492 - pyskl - INFO - Saving checkpoint at 101 epochs 2025-08-17 03:44:30,359 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 03:44:31,102 - pyskl - INFO - top1_acc 0.2854 top5_acc 0.5391 2025-08-17 03:44:31,102 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 03:44:31,145 - pyskl - INFO - mean_acc 0.2853 2025-08-17 03:44:31,159 - pyskl - INFO - Epoch(val) [101][617] top1_acc: 0.2854, top5_acc: 0.5391, mean_class_accuracy: 0.2853 2025-08-17 03:45:52,622 - pyskl - INFO - Epoch [102][100/7492] lr: 1.204e-02, eta: 2 days, 5:18:08, time: 0.815, data_time: 0.291, memory: 13026, top1_acc: 0.3516, top5_acc: 0.6156, loss_cls: 7.2426, loss: 7.2426 2025-08-17 03:46:44,947 - pyskl - INFO - Epoch [102][200/7492] lr: 1.204e-02, eta: 2 days, 5:17:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3591, top5_acc: 0.6184, loss_cls: 7.1591, loss: 7.1591 2025-08-17 03:47:37,462 - pyskl - INFO - Epoch [102][300/7492] lr: 1.203e-02, eta: 2 days, 5:16:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6062, loss_cls: 7.3000, loss: 7.3000 2025-08-17 03:48:29,721 - pyskl - INFO - Epoch [102][400/7492] lr: 1.203e-02, eta: 2 days, 5:15:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6219, loss_cls: 7.1476, loss: 7.1476 2025-08-17 03:49:22,077 - pyskl - INFO - Epoch [102][500/7492] lr: 1.202e-02, eta: 2 days, 5:14:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3509, top5_acc: 0.6169, loss_cls: 7.2470, loss: 7.2470 2025-08-17 03:50:14,860 - pyskl - INFO - Epoch [102][600/7492] lr: 1.201e-02, eta: 2 days, 5:13:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3597, top5_acc: 0.6194, loss_cls: 7.1217, loss: 7.1217 2025-08-17 03:51:07,130 - pyskl - INFO - Epoch [102][700/7492] lr: 1.201e-02, eta: 2 days, 5:12:54, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3300, top5_acc: 0.6059, loss_cls: 7.2445, loss: 7.2445 2025-08-17 03:51:59,489 - pyskl - INFO - Epoch [102][800/7492] lr: 1.200e-02, eta: 2 days, 5:12:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6197, loss_cls: 7.2376, loss: 7.2376 2025-08-17 03:52:51,768 - pyskl - INFO - Epoch [102][900/7492] lr: 1.200e-02, eta: 2 days, 5:11:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3516, top5_acc: 0.6081, loss_cls: 7.2397, loss: 7.2397 2025-08-17 03:53:44,349 - pyskl - INFO - Epoch [102][1000/7492] lr: 1.199e-02, eta: 2 days, 5:10:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3384, top5_acc: 0.5897, loss_cls: 7.3378, loss: 7.3378 2025-08-17 03:54:36,753 - pyskl - INFO - Epoch [102][1100/7492] lr: 1.198e-02, eta: 2 days, 5:09:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6116, loss_cls: 7.2382, loss: 7.2382 2025-08-17 03:55:29,196 - pyskl - INFO - Epoch [102][1200/7492] lr: 1.198e-02, eta: 2 days, 5:08:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6106, loss_cls: 7.2631, loss: 7.2631 2025-08-17 03:56:21,568 - pyskl - INFO - Epoch [102][1300/7492] lr: 1.197e-02, eta: 2 days, 5:07:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3513, top5_acc: 0.6141, loss_cls: 7.2410, loss: 7.2410 2025-08-17 03:57:14,249 - pyskl - INFO - Epoch [102][1400/7492] lr: 1.197e-02, eta: 2 days, 5:06:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3578, top5_acc: 0.6103, loss_cls: 7.2748, loss: 7.2748 2025-08-17 03:58:07,058 - pyskl - INFO - Epoch [102][1500/7492] lr: 1.196e-02, eta: 2 days, 5:05:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3331, top5_acc: 0.6009, loss_cls: 7.4076, loss: 7.4076 2025-08-17 03:58:59,834 - pyskl - INFO - Epoch [102][1600/7492] lr: 1.195e-02, eta: 2 days, 5:05:05, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3362, top5_acc: 0.5906, loss_cls: 7.2649, loss: 7.2649 2025-08-17 03:59:52,505 - pyskl - INFO - Epoch [102][1700/7492] lr: 1.195e-02, eta: 2 days, 5:04:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3447, top5_acc: 0.6147, loss_cls: 7.2873, loss: 7.2873 2025-08-17 04:00:44,551 - pyskl - INFO - Epoch [102][1800/7492] lr: 1.194e-02, eta: 2 days, 5:03:20, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.6100, loss_cls: 7.2368, loss: 7.2368 2025-08-17 04:01:37,112 - pyskl - INFO - Epoch [102][1900/7492] lr: 1.194e-02, eta: 2 days, 5:02:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6009, loss_cls: 7.2607, loss: 7.2607 2025-08-17 04:02:29,752 - pyskl - INFO - Epoch [102][2000/7492] lr: 1.193e-02, eta: 2 days, 5:01:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.6044, loss_cls: 7.2488, loss: 7.2488 2025-08-17 04:03:22,457 - pyskl - INFO - Epoch [102][2100/7492] lr: 1.192e-02, eta: 2 days, 5:00:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6109, loss_cls: 7.2135, loss: 7.2135 2025-08-17 04:04:14,838 - pyskl - INFO - Epoch [102][2200/7492] lr: 1.192e-02, eta: 2 days, 4:59:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.6081, loss_cls: 7.2217, loss: 7.2217 2025-08-17 04:05:07,410 - pyskl - INFO - Epoch [102][2300/7492] lr: 1.191e-02, eta: 2 days, 4:59:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3472, top5_acc: 0.6028, loss_cls: 7.3186, loss: 7.3186 2025-08-17 04:05:59,964 - pyskl - INFO - Epoch [102][2400/7492] lr: 1.191e-02, eta: 2 days, 4:58:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3503, top5_acc: 0.6159, loss_cls: 7.2207, loss: 7.2207 2025-08-17 04:06:52,671 - pyskl - INFO - Epoch [102][2500/7492] lr: 1.190e-02, eta: 2 days, 4:57:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3497, top5_acc: 0.6122, loss_cls: 7.2299, loss: 7.2299 2025-08-17 04:07:45,459 - pyskl - INFO - Epoch [102][2600/7492] lr: 1.189e-02, eta: 2 days, 4:56:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.6112, loss_cls: 7.3287, loss: 7.3287 2025-08-17 04:08:37,947 - pyskl - INFO - Epoch [102][2700/7492] lr: 1.189e-02, eta: 2 days, 4:55:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5997, loss_cls: 7.3932, loss: 7.3932 2025-08-17 04:09:30,683 - pyskl - INFO - Epoch [102][2800/7492] lr: 1.188e-02, eta: 2 days, 4:54:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3488, top5_acc: 0.6038, loss_cls: 7.2295, loss: 7.2295 2025-08-17 04:10:23,515 - pyskl - INFO - Epoch [102][2900/7492] lr: 1.188e-02, eta: 2 days, 4:53:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3488, top5_acc: 0.6041, loss_cls: 7.2523, loss: 7.2523 2025-08-17 04:11:16,252 - pyskl - INFO - Epoch [102][3000/7492] lr: 1.187e-02, eta: 2 days, 4:52:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3325, top5_acc: 0.6062, loss_cls: 7.3450, loss: 7.3450 2025-08-17 04:12:08,915 - pyskl - INFO - Epoch [102][3100/7492] lr: 1.186e-02, eta: 2 days, 4:52:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.6097, loss_cls: 7.3007, loss: 7.3007 2025-08-17 04:13:01,227 - pyskl - INFO - Epoch [102][3200/7492] lr: 1.186e-02, eta: 2 days, 4:51:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3400, top5_acc: 0.5981, loss_cls: 7.4337, loss: 7.4337 2025-08-17 04:13:53,694 - pyskl - INFO - Epoch [102][3300/7492] lr: 1.185e-02, eta: 2 days, 4:50:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3572, top5_acc: 0.6019, loss_cls: 7.2175, loss: 7.2175 2025-08-17 04:14:46,525 - pyskl - INFO - Epoch [102][3400/7492] lr: 1.185e-02, eta: 2 days, 4:49:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3488, top5_acc: 0.6184, loss_cls: 7.1765, loss: 7.1765 2025-08-17 04:15:39,172 - pyskl - INFO - Epoch [102][3500/7492] lr: 1.184e-02, eta: 2 days, 4:48:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6050, loss_cls: 7.2266, loss: 7.2266 2025-08-17 04:16:31,888 - pyskl - INFO - Epoch [102][3600/7492] lr: 1.183e-02, eta: 2 days, 4:47:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 7.3609, loss: 7.3609 2025-08-17 04:17:24,703 - pyskl - INFO - Epoch [102][3700/7492] lr: 1.183e-02, eta: 2 days, 4:46:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3594, top5_acc: 0.5972, loss_cls: 7.2308, loss: 7.2308 2025-08-17 04:18:17,332 - pyskl - INFO - Epoch [102][3800/7492] lr: 1.182e-02, eta: 2 days, 4:45:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3431, top5_acc: 0.6125, loss_cls: 7.1891, loss: 7.1891 2025-08-17 04:19:09,795 - pyskl - INFO - Epoch [102][3900/7492] lr: 1.182e-02, eta: 2 days, 4:45:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5950, loss_cls: 7.3204, loss: 7.3204 2025-08-17 04:20:02,397 - pyskl - INFO - Epoch [102][4000/7492] lr: 1.181e-02, eta: 2 days, 4:44:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.6025, loss_cls: 7.2752, loss: 7.2752 2025-08-17 04:20:54,802 - pyskl - INFO - Epoch [102][4100/7492] lr: 1.181e-02, eta: 2 days, 4:43:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3419, top5_acc: 0.6097, loss_cls: 7.2832, loss: 7.2832 2025-08-17 04:21:47,408 - pyskl - INFO - Epoch [102][4200/7492] lr: 1.180e-02, eta: 2 days, 4:42:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.5972, loss_cls: 7.3335, loss: 7.3335 2025-08-17 04:22:40,294 - pyskl - INFO - Epoch [102][4300/7492] lr: 1.179e-02, eta: 2 days, 4:41:37, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.6119, loss_cls: 7.2861, loss: 7.2861 2025-08-17 04:23:33,127 - pyskl - INFO - Epoch [102][4400/7492] lr: 1.179e-02, eta: 2 days, 4:40:45, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.5962, loss_cls: 7.3358, loss: 7.3358 2025-08-17 04:24:25,632 - pyskl - INFO - Epoch [102][4500/7492] lr: 1.178e-02, eta: 2 days, 4:39:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6022, loss_cls: 7.3184, loss: 7.3184 2025-08-17 04:25:18,347 - pyskl - INFO - Epoch [102][4600/7492] lr: 1.178e-02, eta: 2 days, 4:39:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3319, top5_acc: 0.5934, loss_cls: 7.3300, loss: 7.3300 2025-08-17 04:26:10,733 - pyskl - INFO - Epoch [102][4700/7492] lr: 1.177e-02, eta: 2 days, 4:38:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6038, loss_cls: 7.3210, loss: 7.3210 2025-08-17 04:27:03,425 - pyskl - INFO - Epoch [102][4800/7492] lr: 1.176e-02, eta: 2 days, 4:37:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.6044, loss_cls: 7.2172, loss: 7.2172 2025-08-17 04:27:56,113 - pyskl - INFO - Epoch [102][4900/7492] lr: 1.176e-02, eta: 2 days, 4:36:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3450, top5_acc: 0.6059, loss_cls: 7.3232, loss: 7.3232 2025-08-17 04:28:48,639 - pyskl - INFO - Epoch [102][5000/7492] lr: 1.175e-02, eta: 2 days, 4:35:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.6000, loss_cls: 7.3271, loss: 7.3271 2025-08-17 04:29:41,387 - pyskl - INFO - Epoch [102][5100/7492] lr: 1.175e-02, eta: 2 days, 4:34:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3381, top5_acc: 0.6159, loss_cls: 7.3324, loss: 7.3324 2025-08-17 04:30:34,115 - pyskl - INFO - Epoch [102][5200/7492] lr: 1.174e-02, eta: 2 days, 4:33:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3384, top5_acc: 0.6053, loss_cls: 7.3042, loss: 7.3042 2025-08-17 04:31:26,744 - pyskl - INFO - Epoch [102][5300/7492] lr: 1.173e-02, eta: 2 days, 4:32:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3325, top5_acc: 0.6025, loss_cls: 7.2257, loss: 7.2257 2025-08-17 04:32:19,026 - pyskl - INFO - Epoch [102][5400/7492] lr: 1.173e-02, eta: 2 days, 4:32:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.6031, loss_cls: 7.3325, loss: 7.3325 2025-08-17 04:33:11,730 - pyskl - INFO - Epoch [102][5500/7492] lr: 1.172e-02, eta: 2 days, 4:31:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3472, top5_acc: 0.6075, loss_cls: 7.1826, loss: 7.1826 2025-08-17 04:34:04,325 - pyskl - INFO - Epoch [102][5600/7492] lr: 1.172e-02, eta: 2 days, 4:30:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3488, top5_acc: 0.6119, loss_cls: 7.2060, loss: 7.2060 2025-08-17 04:34:56,947 - pyskl - INFO - Epoch [102][5700/7492] lr: 1.171e-02, eta: 2 days, 4:29:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3384, top5_acc: 0.6006, loss_cls: 7.2572, loss: 7.2572 2025-08-17 04:35:49,642 - pyskl - INFO - Epoch [102][5800/7492] lr: 1.170e-02, eta: 2 days, 4:28:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.6016, loss_cls: 7.3457, loss: 7.3457 2025-08-17 04:36:42,465 - pyskl - INFO - Epoch [102][5900/7492] lr: 1.170e-02, eta: 2 days, 4:27:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.6062, loss_cls: 7.2599, loss: 7.2599 2025-08-17 04:37:34,933 - pyskl - INFO - Epoch [102][6000/7492] lr: 1.169e-02, eta: 2 days, 4:26:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6050, loss_cls: 7.3315, loss: 7.3315 2025-08-17 04:38:27,574 - pyskl - INFO - Epoch [102][6100/7492] lr: 1.169e-02, eta: 2 days, 4:25:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.5991, loss_cls: 7.2784, loss: 7.2784 2025-08-17 04:39:20,289 - pyskl - INFO - Epoch [102][6200/7492] lr: 1.168e-02, eta: 2 days, 4:25:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.5991, loss_cls: 7.3811, loss: 7.3811 2025-08-17 04:40:12,867 - pyskl - INFO - Epoch [102][6300/7492] lr: 1.167e-02, eta: 2 days, 4:24:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3378, top5_acc: 0.6022, loss_cls: 7.2828, loss: 7.2828 2025-08-17 04:41:05,705 - pyskl - INFO - Epoch [102][6400/7492] lr: 1.167e-02, eta: 2 days, 4:23:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.6097, loss_cls: 7.2194, loss: 7.2194 2025-08-17 04:41:58,475 - pyskl - INFO - Epoch [102][6500/7492] lr: 1.166e-02, eta: 2 days, 4:22:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.5950, loss_cls: 7.3176, loss: 7.3176 2025-08-17 04:42:51,047 - pyskl - INFO - Epoch [102][6600/7492] lr: 1.166e-02, eta: 2 days, 4:21:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3466, top5_acc: 0.5931, loss_cls: 7.3367, loss: 7.3367 2025-08-17 04:43:43,493 - pyskl - INFO - Epoch [102][6700/7492] lr: 1.165e-02, eta: 2 days, 4:20:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.6022, loss_cls: 7.3027, loss: 7.3027 2025-08-17 04:44:36,095 - pyskl - INFO - Epoch [102][6800/7492] lr: 1.165e-02, eta: 2 days, 4:19:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3303, top5_acc: 0.5972, loss_cls: 7.3604, loss: 7.3604 2025-08-17 04:45:28,656 - pyskl - INFO - Epoch [102][6900/7492] lr: 1.164e-02, eta: 2 days, 4:19:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3328, top5_acc: 0.5966, loss_cls: 7.3333, loss: 7.3333 2025-08-17 04:46:21,519 - pyskl - INFO - Epoch [102][7000/7492] lr: 1.163e-02, eta: 2 days, 4:18:10, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3359, top5_acc: 0.6053, loss_cls: 7.2792, loss: 7.2792 2025-08-17 04:47:14,187 - pyskl - INFO - Epoch [102][7100/7492] lr: 1.163e-02, eta: 2 days, 4:17:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3506, top5_acc: 0.6066, loss_cls: 7.2105, loss: 7.2105 2025-08-17 04:48:06,695 - pyskl - INFO - Epoch [102][7200/7492] lr: 1.162e-02, eta: 2 days, 4:16:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6047, loss_cls: 7.3025, loss: 7.3025 2025-08-17 04:48:59,354 - pyskl - INFO - Epoch [102][7300/7492] lr: 1.162e-02, eta: 2 days, 4:15:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.6084, loss_cls: 7.2736, loss: 7.2736 2025-08-17 04:49:51,898 - pyskl - INFO - Epoch [102][7400/7492] lr: 1.161e-02, eta: 2 days, 4:14:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3450, top5_acc: 0.5984, loss_cls: 7.3976, loss: 7.3976 2025-08-17 04:50:41,417 - pyskl - INFO - Saving checkpoint at 102 epochs 2025-08-17 04:51:34,957 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 04:51:35,686 - pyskl - INFO - top1_acc 0.3031 top5_acc 0.5555 2025-08-17 04:51:35,686 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 04:51:35,723 - pyskl - INFO - mean_acc 0.3028 2025-08-17 04:51:35,785 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_100.pth was removed 2025-08-17 04:51:36,836 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_102.pth. 2025-08-17 04:51:36,837 - pyskl - INFO - Best top1_acc is 0.3031 at 102 epoch. 2025-08-17 04:51:36,852 - pyskl - INFO - Epoch(val) [102][617] top1_acc: 0.3031, top5_acc: 0.5555, mean_class_accuracy: 0.3028 2025-08-17 04:52:58,114 - pyskl - INFO - Epoch [103][100/7492] lr: 1.160e-02, eta: 2 days, 4:12:52, time: 0.813, data_time: 0.291, memory: 13026, top1_acc: 0.3441, top5_acc: 0.6141, loss_cls: 7.1840, loss: 7.1840 2025-08-17 04:53:50,447 - pyskl - INFO - Epoch [103][200/7492] lr: 1.159e-02, eta: 2 days, 4:12:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3491, top5_acc: 0.6141, loss_cls: 7.2361, loss: 7.2361 2025-08-17 04:54:42,573 - pyskl - INFO - Epoch [103][300/7492] lr: 1.159e-02, eta: 2 days, 4:11:07, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3403, top5_acc: 0.6147, loss_cls: 7.1494, loss: 7.1494 2025-08-17 04:55:34,715 - pyskl - INFO - Epoch [103][400/7492] lr: 1.158e-02, eta: 2 days, 4:10:15, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3534, top5_acc: 0.6194, loss_cls: 7.1631, loss: 7.1631 2025-08-17 04:56:27,420 - pyskl - INFO - Epoch [103][500/7492] lr: 1.157e-02, eta: 2 days, 4:09:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6147, loss_cls: 7.1262, loss: 7.1262 2025-08-17 04:57:20,739 - pyskl - INFO - Epoch [103][600/7492] lr: 1.157e-02, eta: 2 days, 4:08:31, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.3550, top5_acc: 0.6147, loss_cls: 7.2404, loss: 7.2404 2025-08-17 04:58:13,703 - pyskl - INFO - Epoch [103][700/7492] lr: 1.156e-02, eta: 2 days, 4:07:39, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3400, top5_acc: 0.6044, loss_cls: 7.2753, loss: 7.2753 2025-08-17 04:59:06,809 - pyskl - INFO - Epoch [103][800/7492] lr: 1.156e-02, eta: 2 days, 4:06:47, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3506, top5_acc: 0.6044, loss_cls: 7.2824, loss: 7.2824 2025-08-17 04:59:58,853 - pyskl - INFO - Epoch [103][900/7492] lr: 1.155e-02, eta: 2 days, 4:05:55, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3556, top5_acc: 0.6100, loss_cls: 7.2348, loss: 7.2348 2025-08-17 05:00:51,388 - pyskl - INFO - Epoch [103][1000/7492] lr: 1.155e-02, eta: 2 days, 4:05:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3375, top5_acc: 0.6075, loss_cls: 7.2631, loss: 7.2631 2025-08-17 05:01:43,405 - pyskl - INFO - Epoch [103][1100/7492] lr: 1.154e-02, eta: 2 days, 4:04:10, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3572, top5_acc: 0.6019, loss_cls: 7.2587, loss: 7.2587 2025-08-17 05:02:36,136 - pyskl - INFO - Epoch [103][1200/7492] lr: 1.153e-02, eta: 2 days, 4:03:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6106, loss_cls: 7.2451, loss: 7.2451 2025-08-17 05:03:28,930 - pyskl - INFO - Epoch [103][1300/7492] lr: 1.153e-02, eta: 2 days, 4:02:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6028, loss_cls: 7.2516, loss: 7.2516 2025-08-17 05:04:21,780 - pyskl - INFO - Epoch [103][1400/7492] lr: 1.152e-02, eta: 2 days, 4:01:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6191, loss_cls: 7.0884, loss: 7.0884 2025-08-17 05:05:14,255 - pyskl - INFO - Epoch [103][1500/7492] lr: 1.152e-02, eta: 2 days, 4:00:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3609, top5_acc: 0.6122, loss_cls: 7.2088, loss: 7.2088 2025-08-17 05:06:06,594 - pyskl - INFO - Epoch [103][1600/7492] lr: 1.151e-02, eta: 2 days, 3:59:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3622, top5_acc: 0.6194, loss_cls: 7.1476, loss: 7.1476 2025-08-17 05:06:59,164 - pyskl - INFO - Epoch [103][1700/7492] lr: 1.150e-02, eta: 2 days, 3:58:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3616, top5_acc: 0.6222, loss_cls: 7.0438, loss: 7.0438 2025-08-17 05:07:51,499 - pyskl - INFO - Epoch [103][1800/7492] lr: 1.150e-02, eta: 2 days, 3:58:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3509, top5_acc: 0.6184, loss_cls: 7.2842, loss: 7.2842 2025-08-17 05:08:44,073 - pyskl - INFO - Epoch [103][1900/7492] lr: 1.149e-02, eta: 2 days, 3:57:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3513, top5_acc: 0.6012, loss_cls: 7.2713, loss: 7.2713 2025-08-17 05:09:36,529 - pyskl - INFO - Epoch [103][2000/7492] lr: 1.149e-02, eta: 2 days, 3:56:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6128, loss_cls: 7.2388, loss: 7.2388 2025-08-17 05:10:29,220 - pyskl - INFO - Epoch [103][2100/7492] lr: 1.148e-02, eta: 2 days, 3:55:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3556, top5_acc: 0.6131, loss_cls: 7.2337, loss: 7.2337 2025-08-17 05:11:21,871 - pyskl - INFO - Epoch [103][2200/7492] lr: 1.147e-02, eta: 2 days, 3:54:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6175, loss_cls: 7.2128, loss: 7.2128 2025-08-17 05:12:14,241 - pyskl - INFO - Epoch [103][2300/7492] lr: 1.147e-02, eta: 2 days, 3:53:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3644, top5_acc: 0.6138, loss_cls: 7.1223, loss: 7.1223 2025-08-17 05:13:06,646 - pyskl - INFO - Epoch [103][2400/7492] lr: 1.146e-02, eta: 2 days, 3:52:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6216, loss_cls: 7.2078, loss: 7.2078 2025-08-17 05:13:59,122 - pyskl - INFO - Epoch [103][2500/7492] lr: 1.146e-02, eta: 2 days, 3:52:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3497, top5_acc: 0.6125, loss_cls: 7.2751, loss: 7.2751 2025-08-17 05:14:51,823 - pyskl - INFO - Epoch [103][2600/7492] lr: 1.145e-02, eta: 2 days, 3:51:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3387, top5_acc: 0.6094, loss_cls: 7.2870, loss: 7.2870 2025-08-17 05:15:44,245 - pyskl - INFO - Epoch [103][2700/7492] lr: 1.145e-02, eta: 2 days, 3:50:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6016, loss_cls: 7.3222, loss: 7.3222 2025-08-17 05:16:36,604 - pyskl - INFO - Epoch [103][2800/7492] lr: 1.144e-02, eta: 2 days, 3:49:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3716, top5_acc: 0.6244, loss_cls: 7.2675, loss: 7.2675 2025-08-17 05:17:29,296 - pyskl - INFO - Epoch [103][2900/7492] lr: 1.143e-02, eta: 2 days, 3:48:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.5994, loss_cls: 7.2660, loss: 7.2660 2025-08-17 05:18:21,712 - pyskl - INFO - Epoch [103][3000/7492] lr: 1.143e-02, eta: 2 days, 3:47:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.6097, loss_cls: 7.2019, loss: 7.2019 2025-08-17 05:19:13,822 - pyskl - INFO - Epoch [103][3100/7492] lr: 1.142e-02, eta: 2 days, 3:46:47, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3538, top5_acc: 0.6203, loss_cls: 7.2040, loss: 7.2040 2025-08-17 05:20:06,456 - pyskl - INFO - Epoch [103][3200/7492] lr: 1.142e-02, eta: 2 days, 3:45:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3609, top5_acc: 0.6231, loss_cls: 7.2037, loss: 7.2037 2025-08-17 05:20:58,677 - pyskl - INFO - Epoch [103][3300/7492] lr: 1.141e-02, eta: 2 days, 3:45:02, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3459, top5_acc: 0.6147, loss_cls: 7.2288, loss: 7.2288 2025-08-17 05:21:50,886 - pyskl - INFO - Epoch [103][3400/7492] lr: 1.140e-02, eta: 2 days, 3:44:10, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3387, top5_acc: 0.5988, loss_cls: 7.3692, loss: 7.3692 2025-08-17 05:22:43,404 - pyskl - INFO - Epoch [103][3500/7492] lr: 1.140e-02, eta: 2 days, 3:43:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3466, top5_acc: 0.6069, loss_cls: 7.2158, loss: 7.2158 2025-08-17 05:23:35,715 - pyskl - INFO - Epoch [103][3600/7492] lr: 1.139e-02, eta: 2 days, 3:42:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3513, top5_acc: 0.6206, loss_cls: 7.2031, loss: 7.2031 2025-08-17 05:24:28,162 - pyskl - INFO - Epoch [103][3700/7492] lr: 1.139e-02, eta: 2 days, 3:41:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3509, top5_acc: 0.6072, loss_cls: 7.2089, loss: 7.2089 2025-08-17 05:25:20,685 - pyskl - INFO - Epoch [103][3800/7492] lr: 1.138e-02, eta: 2 days, 3:40:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3397, top5_acc: 0.5975, loss_cls: 7.2847, loss: 7.2847 2025-08-17 05:26:13,224 - pyskl - INFO - Epoch [103][3900/7492] lr: 1.138e-02, eta: 2 days, 3:39:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3516, top5_acc: 0.6034, loss_cls: 7.2669, loss: 7.2669 2025-08-17 05:27:05,753 - pyskl - INFO - Epoch [103][4000/7492] lr: 1.137e-02, eta: 2 days, 3:38:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.5997, loss_cls: 7.2974, loss: 7.2974 2025-08-17 05:27:58,293 - pyskl - INFO - Epoch [103][4100/7492] lr: 1.136e-02, eta: 2 days, 3:38:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.6016, loss_cls: 7.2859, loss: 7.2859 2025-08-17 05:28:50,716 - pyskl - INFO - Epoch [103][4200/7492] lr: 1.136e-02, eta: 2 days, 3:37:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.6028, loss_cls: 7.2524, loss: 7.2524 2025-08-17 05:29:43,230 - pyskl - INFO - Epoch [103][4300/7492] lr: 1.135e-02, eta: 2 days, 3:36:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.5938, loss_cls: 7.3328, loss: 7.3328 2025-08-17 05:30:35,783 - pyskl - INFO - Epoch [103][4400/7492] lr: 1.135e-02, eta: 2 days, 3:35:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3347, top5_acc: 0.6103, loss_cls: 7.2516, loss: 7.2516 2025-08-17 05:31:28,038 - pyskl - INFO - Epoch [103][4500/7492] lr: 1.134e-02, eta: 2 days, 3:34:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3559, top5_acc: 0.6275, loss_cls: 7.0929, loss: 7.0929 2025-08-17 05:32:20,562 - pyskl - INFO - Epoch [103][4600/7492] lr: 1.133e-02, eta: 2 days, 3:33:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6184, loss_cls: 7.2093, loss: 7.2093 2025-08-17 05:33:13,095 - pyskl - INFO - Epoch [103][4700/7492] lr: 1.133e-02, eta: 2 days, 3:32:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3397, top5_acc: 0.6119, loss_cls: 7.2137, loss: 7.2137 2025-08-17 05:34:05,690 - pyskl - INFO - Epoch [103][4800/7492] lr: 1.132e-02, eta: 2 days, 3:31:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6106, loss_cls: 7.2221, loss: 7.2221 2025-08-17 05:34:58,119 - pyskl - INFO - Epoch [103][4900/7492] lr: 1.132e-02, eta: 2 days, 3:31:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6025, loss_cls: 7.3141, loss: 7.3141 2025-08-17 05:35:50,454 - pyskl - INFO - Epoch [103][5000/7492] lr: 1.131e-02, eta: 2 days, 3:30:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3444, top5_acc: 0.6059, loss_cls: 7.2442, loss: 7.2442 2025-08-17 05:36:42,996 - pyskl - INFO - Epoch [103][5100/7492] lr: 1.130e-02, eta: 2 days, 3:29:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3366, top5_acc: 0.5988, loss_cls: 7.2359, loss: 7.2359 2025-08-17 05:37:35,422 - pyskl - INFO - Epoch [103][5200/7492] lr: 1.130e-02, eta: 2 days, 3:28:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3638, top5_acc: 0.6050, loss_cls: 7.2057, loss: 7.2057 2025-08-17 05:38:27,662 - pyskl - INFO - Epoch [103][5300/7492] lr: 1.129e-02, eta: 2 days, 3:27:38, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3459, top5_acc: 0.6038, loss_cls: 7.3735, loss: 7.3735 2025-08-17 05:39:20,343 - pyskl - INFO - Epoch [103][5400/7492] lr: 1.129e-02, eta: 2 days, 3:26:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3356, top5_acc: 0.6084, loss_cls: 7.3049, loss: 7.3049 2025-08-17 05:40:12,927 - pyskl - INFO - Epoch [103][5500/7492] lr: 1.128e-02, eta: 2 days, 3:25:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3566, top5_acc: 0.6131, loss_cls: 7.1741, loss: 7.1741 2025-08-17 05:41:05,369 - pyskl - INFO - Epoch [103][5600/7492] lr: 1.128e-02, eta: 2 days, 3:25:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.5994, loss_cls: 7.2421, loss: 7.2421 2025-08-17 05:41:58,224 - pyskl - INFO - Epoch [103][5700/7492] lr: 1.127e-02, eta: 2 days, 3:24:10, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6144, loss_cls: 7.2608, loss: 7.2608 2025-08-17 05:42:50,976 - pyskl - INFO - Epoch [103][5800/7492] lr: 1.126e-02, eta: 2 days, 3:23:18, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3606, top5_acc: 0.6138, loss_cls: 7.1885, loss: 7.1885 2025-08-17 05:43:44,070 - pyskl - INFO - Epoch [103][5900/7492] lr: 1.126e-02, eta: 2 days, 3:22:26, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6156, loss_cls: 7.1323, loss: 7.1323 2025-08-17 05:44:37,121 - pyskl - INFO - Epoch [103][6000/7492] lr: 1.125e-02, eta: 2 days, 3:21:34, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3553, top5_acc: 0.6062, loss_cls: 7.2476, loss: 7.2476 2025-08-17 05:45:29,832 - pyskl - INFO - Epoch [103][6100/7492] lr: 1.125e-02, eta: 2 days, 3:20:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3419, top5_acc: 0.5966, loss_cls: 7.3666, loss: 7.3666 2025-08-17 05:46:22,646 - pyskl - INFO - Epoch [103][6200/7492] lr: 1.124e-02, eta: 2 days, 3:19:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3259, top5_acc: 0.5825, loss_cls: 7.4878, loss: 7.4878 2025-08-17 05:47:15,429 - pyskl - INFO - Epoch [103][6300/7492] lr: 1.123e-02, eta: 2 days, 3:18:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3459, top5_acc: 0.6078, loss_cls: 7.2365, loss: 7.2365 2025-08-17 05:48:08,205 - pyskl - INFO - Epoch [103][6400/7492] lr: 1.123e-02, eta: 2 days, 3:18:05, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.5944, loss_cls: 7.2538, loss: 7.2538 2025-08-17 05:49:00,850 - pyskl - INFO - Epoch [103][6500/7492] lr: 1.122e-02, eta: 2 days, 3:17:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3400, top5_acc: 0.6147, loss_cls: 7.2302, loss: 7.2302 2025-08-17 05:49:53,101 - pyskl - INFO - Epoch [103][6600/7492] lr: 1.122e-02, eta: 2 days, 3:16:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3344, top5_acc: 0.5956, loss_cls: 7.3456, loss: 7.3456 2025-08-17 05:50:45,783 - pyskl - INFO - Epoch [103][6700/7492] lr: 1.121e-02, eta: 2 days, 3:15:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.6034, loss_cls: 7.2975, loss: 7.2975 2025-08-17 05:51:38,436 - pyskl - INFO - Epoch [103][6800/7492] lr: 1.121e-02, eta: 2 days, 3:14:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3331, top5_acc: 0.5991, loss_cls: 7.3602, loss: 7.3602 2025-08-17 05:52:31,227 - pyskl - INFO - Epoch [103][6900/7492] lr: 1.120e-02, eta: 2 days, 3:13:45, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6106, loss_cls: 7.2079, loss: 7.2079 2025-08-17 05:53:23,999 - pyskl - INFO - Epoch [103][7000/7492] lr: 1.119e-02, eta: 2 days, 3:12:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3447, top5_acc: 0.6116, loss_cls: 7.2786, loss: 7.2786 2025-08-17 05:54:16,518 - pyskl - INFO - Epoch [103][7100/7492] lr: 1.119e-02, eta: 2 days, 3:12:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3387, top5_acc: 0.5884, loss_cls: 7.3456, loss: 7.3456 2025-08-17 05:55:09,162 - pyskl - INFO - Epoch [103][7200/7492] lr: 1.118e-02, eta: 2 days, 3:11:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3475, top5_acc: 0.6053, loss_cls: 7.2146, loss: 7.2146 2025-08-17 05:56:01,744 - pyskl - INFO - Epoch [103][7300/7492] lr: 1.118e-02, eta: 2 days, 3:10:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.5991, loss_cls: 7.3459, loss: 7.3459 2025-08-17 05:56:54,380 - pyskl - INFO - Epoch [103][7400/7492] lr: 1.117e-02, eta: 2 days, 3:09:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3394, top5_acc: 0.6044, loss_cls: 7.2784, loss: 7.2784 2025-08-17 05:57:43,785 - pyskl - INFO - Saving checkpoint at 103 epochs 2025-08-17 05:58:39,742 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 05:58:40,471 - pyskl - INFO - top1_acc 0.2800 top5_acc 0.5270 2025-08-17 05:58:40,472 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 05:58:40,510 - pyskl - INFO - mean_acc 0.2798 2025-08-17 05:58:40,523 - pyskl - INFO - Epoch(val) [103][617] top1_acc: 0.2800, top5_acc: 0.5270, mean_class_accuracy: 0.2798 2025-08-17 06:00:01,777 - pyskl - INFO - Epoch [104][100/7492] lr: 1.116e-02, eta: 2 days, 3:07:35, time: 0.812, data_time: 0.290, memory: 13026, top1_acc: 0.3422, top5_acc: 0.5928, loss_cls: 7.3501, loss: 7.3501 2025-08-17 06:00:54,021 - pyskl - INFO - Epoch [104][200/7492] lr: 1.115e-02, eta: 2 days, 3:06:43, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3538, top5_acc: 0.6119, loss_cls: 7.1980, loss: 7.1980 2025-08-17 06:01:46,312 - pyskl - INFO - Epoch [104][300/7492] lr: 1.115e-02, eta: 2 days, 3:05:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3494, top5_acc: 0.6188, loss_cls: 7.1843, loss: 7.1843 2025-08-17 06:02:38,483 - pyskl - INFO - Epoch [104][400/7492] lr: 1.114e-02, eta: 2 days, 3:04:58, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.5975, loss_cls: 7.3006, loss: 7.3006 2025-08-17 06:03:31,151 - pyskl - INFO - Epoch [104][500/7492] lr: 1.114e-02, eta: 2 days, 3:04:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3553, top5_acc: 0.6153, loss_cls: 7.1301, loss: 7.1301 2025-08-17 06:04:23,547 - pyskl - INFO - Epoch [104][600/7492] lr: 1.113e-02, eta: 2 days, 3:03:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6172, loss_cls: 7.1763, loss: 7.1763 2025-08-17 06:05:16,249 - pyskl - INFO - Epoch [104][700/7492] lr: 1.112e-02, eta: 2 days, 3:02:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6338, loss_cls: 7.0719, loss: 7.0719 2025-08-17 06:06:08,791 - pyskl - INFO - Epoch [104][800/7492] lr: 1.112e-02, eta: 2 days, 3:01:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6053, loss_cls: 7.2854, loss: 7.2854 2025-08-17 06:07:01,117 - pyskl - INFO - Epoch [104][900/7492] lr: 1.111e-02, eta: 2 days, 3:00:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.6125, loss_cls: 7.2501, loss: 7.2501 2025-08-17 06:07:54,327 - pyskl - INFO - Epoch [104][1000/7492] lr: 1.111e-02, eta: 2 days, 2:59:45, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6131, loss_cls: 7.1336, loss: 7.1336 2025-08-17 06:08:47,507 - pyskl - INFO - Epoch [104][1100/7492] lr: 1.110e-02, eta: 2 days, 2:58:53, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.6000, loss_cls: 7.2739, loss: 7.2739 2025-08-17 06:09:40,388 - pyskl - INFO - Epoch [104][1200/7492] lr: 1.110e-02, eta: 2 days, 2:58:01, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.6219, loss_cls: 7.1064, loss: 7.1064 2025-08-17 06:10:32,809 - pyskl - INFO - Epoch [104][1300/7492] lr: 1.109e-02, eta: 2 days, 2:57:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3641, top5_acc: 0.6147, loss_cls: 7.1983, loss: 7.1983 2025-08-17 06:11:25,536 - pyskl - INFO - Epoch [104][1400/7492] lr: 1.108e-02, eta: 2 days, 2:56:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3534, top5_acc: 0.6031, loss_cls: 7.2014, loss: 7.2014 2025-08-17 06:12:17,975 - pyskl - INFO - Epoch [104][1500/7492] lr: 1.108e-02, eta: 2 days, 2:55:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6125, loss_cls: 7.1274, loss: 7.1274 2025-08-17 06:13:10,702 - pyskl - INFO - Epoch [104][1600/7492] lr: 1.107e-02, eta: 2 days, 2:54:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3563, top5_acc: 0.6269, loss_cls: 7.1400, loss: 7.1400 2025-08-17 06:14:03,553 - pyskl - INFO - Epoch [104][1700/7492] lr: 1.107e-02, eta: 2 days, 2:53:41, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3613, top5_acc: 0.6191, loss_cls: 7.0719, loss: 7.0719 2025-08-17 06:14:56,194 - pyskl - INFO - Epoch [104][1800/7492] lr: 1.106e-02, eta: 2 days, 2:52:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3381, top5_acc: 0.6147, loss_cls: 7.2519, loss: 7.2519 2025-08-17 06:15:48,867 - pyskl - INFO - Epoch [104][1900/7492] lr: 1.105e-02, eta: 2 days, 2:51:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 7.2264, loss: 7.2264 2025-08-17 06:16:41,525 - pyskl - INFO - Epoch [104][2000/7492] lr: 1.105e-02, eta: 2 days, 2:51:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3559, top5_acc: 0.6150, loss_cls: 7.1917, loss: 7.1917 2025-08-17 06:17:34,289 - pyskl - INFO - Epoch [104][2100/7492] lr: 1.104e-02, eta: 2 days, 2:50:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3444, top5_acc: 0.6138, loss_cls: 7.1970, loss: 7.1970 2025-08-17 06:18:26,894 - pyskl - INFO - Epoch [104][2200/7492] lr: 1.104e-02, eta: 2 days, 2:49:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3513, top5_acc: 0.6166, loss_cls: 7.1612, loss: 7.1612 2025-08-17 06:19:19,647 - pyskl - INFO - Epoch [104][2300/7492] lr: 1.103e-02, eta: 2 days, 2:48:28, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3475, top5_acc: 0.6184, loss_cls: 7.1925, loss: 7.1925 2025-08-17 06:20:12,042 - pyskl - INFO - Epoch [104][2400/7492] lr: 1.103e-02, eta: 2 days, 2:47:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.5991, loss_cls: 7.2815, loss: 7.2815 2025-08-17 06:21:04,658 - pyskl - INFO - Epoch [104][2500/7492] lr: 1.102e-02, eta: 2 days, 2:46:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3559, top5_acc: 0.6172, loss_cls: 7.2239, loss: 7.2239 2025-08-17 06:21:57,348 - pyskl - INFO - Epoch [104][2600/7492] lr: 1.101e-02, eta: 2 days, 2:45:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3459, top5_acc: 0.6056, loss_cls: 7.2283, loss: 7.2283 2025-08-17 06:22:50,121 - pyskl - INFO - Epoch [104][2700/7492] lr: 1.101e-02, eta: 2 days, 2:45:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3638, top5_acc: 0.6216, loss_cls: 7.1032, loss: 7.1032 2025-08-17 06:23:42,683 - pyskl - INFO - Epoch [104][2800/7492] lr: 1.100e-02, eta: 2 days, 2:44:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6141, loss_cls: 7.2862, loss: 7.2862 2025-08-17 06:24:35,051 - pyskl - INFO - Epoch [104][2900/7492] lr: 1.100e-02, eta: 2 days, 2:43:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3563, top5_acc: 0.6059, loss_cls: 7.1532, loss: 7.1532 2025-08-17 06:25:27,429 - pyskl - INFO - Epoch [104][3000/7492] lr: 1.099e-02, eta: 2 days, 2:42:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6169, loss_cls: 7.1036, loss: 7.1036 2025-08-17 06:26:19,944 - pyskl - INFO - Epoch [104][3100/7492] lr: 1.099e-02, eta: 2 days, 2:41:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3572, top5_acc: 0.5991, loss_cls: 7.2369, loss: 7.2369 2025-08-17 06:27:12,753 - pyskl - INFO - Epoch [104][3200/7492] lr: 1.098e-02, eta: 2 days, 2:40:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3419, top5_acc: 0.6069, loss_cls: 7.2875, loss: 7.2875 2025-08-17 06:28:05,465 - pyskl - INFO - Epoch [104][3300/7492] lr: 1.097e-02, eta: 2 days, 2:39:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.6003, loss_cls: 7.1941, loss: 7.1941 2025-08-17 06:28:58,163 - pyskl - INFO - Epoch [104][3400/7492] lr: 1.097e-02, eta: 2 days, 2:38:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3594, top5_acc: 0.6250, loss_cls: 7.2067, loss: 7.2067 2025-08-17 06:29:50,805 - pyskl - INFO - Epoch [104][3500/7492] lr: 1.096e-02, eta: 2 days, 2:38:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6019, loss_cls: 7.1777, loss: 7.1777 2025-08-17 06:30:43,473 - pyskl - INFO - Epoch [104][3600/7492] lr: 1.096e-02, eta: 2 days, 2:37:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6031, loss_cls: 7.2599, loss: 7.2599 2025-08-17 06:31:36,253 - pyskl - INFO - Epoch [104][3700/7492] lr: 1.095e-02, eta: 2 days, 2:36:18, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3647, top5_acc: 0.6103, loss_cls: 7.2175, loss: 7.2175 2025-08-17 06:32:28,940 - pyskl - INFO - Epoch [104][3800/7492] lr: 1.094e-02, eta: 2 days, 2:35:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3425, top5_acc: 0.6031, loss_cls: 7.3786, loss: 7.3786 2025-08-17 06:33:21,594 - pyskl - INFO - Epoch [104][3900/7492] lr: 1.094e-02, eta: 2 days, 2:34:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3522, top5_acc: 0.6134, loss_cls: 7.2495, loss: 7.2495 2025-08-17 06:34:14,021 - pyskl - INFO - Epoch [104][4000/7492] lr: 1.093e-02, eta: 2 days, 2:33:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3544, top5_acc: 0.5966, loss_cls: 7.2027, loss: 7.2027 2025-08-17 06:35:06,417 - pyskl - INFO - Epoch [104][4100/7492] lr: 1.093e-02, eta: 2 days, 2:32:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6116, loss_cls: 7.1782, loss: 7.1782 2025-08-17 06:35:58,761 - pyskl - INFO - Epoch [104][4200/7492] lr: 1.092e-02, eta: 2 days, 2:31:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 7.3588, loss: 7.3588 2025-08-17 06:36:51,477 - pyskl - INFO - Epoch [104][4300/7492] lr: 1.092e-02, eta: 2 days, 2:31:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6069, loss_cls: 7.2742, loss: 7.2742 2025-08-17 06:37:44,089 - pyskl - INFO - Epoch [104][4400/7492] lr: 1.091e-02, eta: 2 days, 2:30:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6012, loss_cls: 7.2108, loss: 7.2108 2025-08-17 06:38:36,874 - pyskl - INFO - Epoch [104][4500/7492] lr: 1.090e-02, eta: 2 days, 2:29:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6288, loss_cls: 7.1857, loss: 7.1857 2025-08-17 06:39:29,565 - pyskl - INFO - Epoch [104][4600/7492] lr: 1.090e-02, eta: 2 days, 2:28:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3597, top5_acc: 0.6206, loss_cls: 7.1525, loss: 7.1525 2025-08-17 06:40:22,294 - pyskl - INFO - Epoch [104][4700/7492] lr: 1.089e-02, eta: 2 days, 2:27:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6081, loss_cls: 7.1414, loss: 7.1414 2025-08-17 06:41:15,016 - pyskl - INFO - Epoch [104][4800/7492] lr: 1.089e-02, eta: 2 days, 2:26:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3459, top5_acc: 0.6081, loss_cls: 7.2121, loss: 7.2121 2025-08-17 06:42:07,910 - pyskl - INFO - Epoch [104][4900/7492] lr: 1.088e-02, eta: 2 days, 2:25:53, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3616, top5_acc: 0.6162, loss_cls: 7.1710, loss: 7.1710 2025-08-17 06:43:00,633 - pyskl - INFO - Epoch [104][5000/7492] lr: 1.088e-02, eta: 2 days, 2:25:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3647, top5_acc: 0.6066, loss_cls: 7.2342, loss: 7.2342 2025-08-17 06:43:53,404 - pyskl - INFO - Epoch [104][5100/7492] lr: 1.087e-02, eta: 2 days, 2:24:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3447, top5_acc: 0.6044, loss_cls: 7.2668, loss: 7.2668 2025-08-17 06:44:46,260 - pyskl - INFO - Epoch [104][5200/7492] lr: 1.086e-02, eta: 2 days, 2:23:16, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3453, top5_acc: 0.6109, loss_cls: 7.1817, loss: 7.1817 2025-08-17 06:45:38,973 - pyskl - INFO - Epoch [104][5300/7492] lr: 1.086e-02, eta: 2 days, 2:22:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3447, top5_acc: 0.5978, loss_cls: 7.2595, loss: 7.2595 2025-08-17 06:46:31,834 - pyskl - INFO - Epoch [104][5400/7492] lr: 1.085e-02, eta: 2 days, 2:21:32, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3397, top5_acc: 0.6106, loss_cls: 7.2217, loss: 7.2217 2025-08-17 06:47:24,459 - pyskl - INFO - Epoch [104][5500/7492] lr: 1.085e-02, eta: 2 days, 2:20:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6147, loss_cls: 7.1841, loss: 7.1841 2025-08-17 06:48:16,918 - pyskl - INFO - Epoch [104][5600/7492] lr: 1.084e-02, eta: 2 days, 2:19:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3434, top5_acc: 0.6078, loss_cls: 7.2484, loss: 7.2484 2025-08-17 06:49:09,498 - pyskl - INFO - Epoch [104][5700/7492] lr: 1.084e-02, eta: 2 days, 2:18:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3597, top5_acc: 0.6084, loss_cls: 7.2420, loss: 7.2420 2025-08-17 06:50:02,016 - pyskl - INFO - Epoch [104][5800/7492] lr: 1.083e-02, eta: 2 days, 2:18:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3778, top5_acc: 0.6297, loss_cls: 7.0424, loss: 7.0424 2025-08-17 06:50:54,883 - pyskl - INFO - Epoch [104][5900/7492] lr: 1.082e-02, eta: 2 days, 2:17:12, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6303, loss_cls: 7.0649, loss: 7.0649 2025-08-17 06:51:47,991 - pyskl - INFO - Epoch [104][6000/7492] lr: 1.082e-02, eta: 2 days, 2:16:20, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3500, top5_acc: 0.6028, loss_cls: 7.2630, loss: 7.2630 2025-08-17 06:52:40,695 - pyskl - INFO - Epoch [104][6100/7492] lr: 1.081e-02, eta: 2 days, 2:15:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3544, top5_acc: 0.6103, loss_cls: 7.1950, loss: 7.1950 2025-08-17 06:53:33,339 - pyskl - INFO - Epoch [104][6200/7492] lr: 1.081e-02, eta: 2 days, 2:14:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3463, top5_acc: 0.6000, loss_cls: 7.3000, loss: 7.3000 2025-08-17 06:54:25,976 - pyskl - INFO - Epoch [104][6300/7492] lr: 1.080e-02, eta: 2 days, 2:13:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6266, loss_cls: 7.1876, loss: 7.1876 2025-08-17 06:55:18,576 - pyskl - INFO - Epoch [104][6400/7492] lr: 1.079e-02, eta: 2 days, 2:12:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3609, top5_acc: 0.6200, loss_cls: 7.2087, loss: 7.2087 2025-08-17 06:56:11,385 - pyskl - INFO - Epoch [104][6500/7492] lr: 1.079e-02, eta: 2 days, 2:11:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6069, loss_cls: 7.2524, loss: 7.2524 2025-08-17 06:57:04,033 - pyskl - INFO - Epoch [104][6600/7492] lr: 1.078e-02, eta: 2 days, 2:11:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3453, top5_acc: 0.5978, loss_cls: 7.2215, loss: 7.2215 2025-08-17 06:57:56,731 - pyskl - INFO - Epoch [104][6700/7492] lr: 1.078e-02, eta: 2 days, 2:10:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3538, top5_acc: 0.6128, loss_cls: 7.1808, loss: 7.1808 2025-08-17 06:58:49,312 - pyskl - INFO - Epoch [104][6800/7492] lr: 1.077e-02, eta: 2 days, 2:09:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3341, top5_acc: 0.5978, loss_cls: 7.3061, loss: 7.3061 2025-08-17 06:59:42,338 - pyskl - INFO - Epoch [104][6900/7492] lr: 1.077e-02, eta: 2 days, 2:08:31, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3337, top5_acc: 0.5884, loss_cls: 7.4536, loss: 7.4536 2025-08-17 07:00:35,149 - pyskl - INFO - Epoch [104][7000/7492] lr: 1.076e-02, eta: 2 days, 2:07:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6319, loss_cls: 7.1081, loss: 7.1081 2025-08-17 07:01:27,985 - pyskl - INFO - Epoch [104][7100/7492] lr: 1.075e-02, eta: 2 days, 2:06:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.6088, loss_cls: 7.2364, loss: 7.2364 2025-08-17 07:02:20,498 - pyskl - INFO - Epoch [104][7200/7492] lr: 1.075e-02, eta: 2 days, 2:05:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3659, top5_acc: 0.6266, loss_cls: 7.1524, loss: 7.1524 2025-08-17 07:03:12,958 - pyskl - INFO - Epoch [104][7300/7492] lr: 1.074e-02, eta: 2 days, 2:05:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6228, loss_cls: 7.0568, loss: 7.0568 2025-08-17 07:04:05,633 - pyskl - INFO - Epoch [104][7400/7492] lr: 1.074e-02, eta: 2 days, 2:04:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3488, top5_acc: 0.6097, loss_cls: 7.2868, loss: 7.2868 2025-08-17 07:04:55,255 - pyskl - INFO - Saving checkpoint at 104 epochs 2025-08-17 07:05:49,879 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 07:05:50,626 - pyskl - INFO - top1_acc 0.2877 top5_acc 0.5355 2025-08-17 07:05:50,626 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 07:05:50,665 - pyskl - INFO - mean_acc 0.2875 2025-08-17 07:05:50,677 - pyskl - INFO - Epoch(val) [104][617] top1_acc: 0.2877, top5_acc: 0.5355, mean_class_accuracy: 0.2875 2025-08-17 07:07:11,821 - pyskl - INFO - Epoch [105][100/7492] lr: 1.073e-02, eta: 2 days, 2:02:21, time: 0.811, data_time: 0.290, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6288, loss_cls: 7.1526, loss: 7.1526 2025-08-17 07:08:03,712 - pyskl - INFO - Epoch [105][200/7492] lr: 1.072e-02, eta: 2 days, 2:01:29, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6172, loss_cls: 7.2452, loss: 7.2452 2025-08-17 07:08:55,683 - pyskl - INFO - Epoch [105][300/7492] lr: 1.072e-02, eta: 2 days, 2:00:36, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3641, top5_acc: 0.6356, loss_cls: 7.1265, loss: 7.1265 2025-08-17 07:09:47,804 - pyskl - INFO - Epoch [105][400/7492] lr: 1.071e-02, eta: 2 days, 1:59:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 7.0057, loss: 7.0057 2025-08-17 07:10:40,174 - pyskl - INFO - Epoch [105][500/7492] lr: 1.070e-02, eta: 2 days, 1:58:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3478, top5_acc: 0.6119, loss_cls: 7.2093, loss: 7.2093 2025-08-17 07:11:32,648 - pyskl - INFO - Epoch [105][600/7492] lr: 1.070e-02, eta: 2 days, 1:58:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3741, top5_acc: 0.6328, loss_cls: 7.0722, loss: 7.0722 2025-08-17 07:12:24,939 - pyskl - INFO - Epoch [105][700/7492] lr: 1.069e-02, eta: 2 days, 1:57:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3625, top5_acc: 0.6247, loss_cls: 7.0647, loss: 7.0647 2025-08-17 07:13:17,474 - pyskl - INFO - Epoch [105][800/7492] lr: 1.069e-02, eta: 2 days, 1:56:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6256, loss_cls: 7.1518, loss: 7.1518 2025-08-17 07:14:09,726 - pyskl - INFO - Epoch [105][900/7492] lr: 1.068e-02, eta: 2 days, 1:55:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3497, top5_acc: 0.6212, loss_cls: 7.1431, loss: 7.1431 2025-08-17 07:15:02,388 - pyskl - INFO - Epoch [105][1000/7492] lr: 1.067e-02, eta: 2 days, 1:54:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.6197, loss_cls: 7.1008, loss: 7.1008 2025-08-17 07:15:54,861 - pyskl - INFO - Epoch [105][1100/7492] lr: 1.067e-02, eta: 2 days, 1:53:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6006, loss_cls: 7.2617, loss: 7.2617 2025-08-17 07:16:47,247 - pyskl - INFO - Epoch [105][1200/7492] lr: 1.066e-02, eta: 2 days, 1:52:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3566, top5_acc: 0.6247, loss_cls: 7.1954, loss: 7.1954 2025-08-17 07:17:39,685 - pyskl - INFO - Epoch [105][1300/7492] lr: 1.066e-02, eta: 2 days, 1:51:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3619, top5_acc: 0.6347, loss_cls: 7.0910, loss: 7.0910 2025-08-17 07:18:32,340 - pyskl - INFO - Epoch [105][1400/7492] lr: 1.065e-02, eta: 2 days, 1:51:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3506, top5_acc: 0.6306, loss_cls: 7.1628, loss: 7.1628 2025-08-17 07:19:24,723 - pyskl - INFO - Epoch [105][1500/7492] lr: 1.065e-02, eta: 2 days, 1:50:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3625, top5_acc: 0.6106, loss_cls: 7.1835, loss: 7.1835 2025-08-17 07:20:16,927 - pyskl - INFO - Epoch [105][1600/7492] lr: 1.064e-02, eta: 2 days, 1:49:17, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.6175, loss_cls: 7.1600, loss: 7.1600 2025-08-17 07:21:09,868 - pyskl - INFO - Epoch [105][1700/7492] lr: 1.063e-02, eta: 2 days, 1:48:25, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6125, loss_cls: 7.2347, loss: 7.2347 2025-08-17 07:22:02,264 - pyskl - INFO - Epoch [105][1800/7492] lr: 1.063e-02, eta: 2 days, 1:47:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6091, loss_cls: 7.2017, loss: 7.2017 2025-08-17 07:22:54,660 - pyskl - INFO - Epoch [105][1900/7492] lr: 1.062e-02, eta: 2 days, 1:46:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3563, top5_acc: 0.6212, loss_cls: 7.1154, loss: 7.1154 2025-08-17 07:23:47,490 - pyskl - INFO - Epoch [105][2000/7492] lr: 1.062e-02, eta: 2 days, 1:45:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6250, loss_cls: 7.0827, loss: 7.0827 2025-08-17 07:24:40,209 - pyskl - INFO - Epoch [105][2100/7492] lr: 1.061e-02, eta: 2 days, 1:44:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3659, top5_acc: 0.6222, loss_cls: 7.1495, loss: 7.1495 2025-08-17 07:25:32,655 - pyskl - INFO - Epoch [105][2200/7492] lr: 1.061e-02, eta: 2 days, 1:44:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6284, loss_cls: 7.1170, loss: 7.1170 2025-08-17 07:26:25,182 - pyskl - INFO - Epoch [105][2300/7492] lr: 1.060e-02, eta: 2 days, 1:43:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3709, top5_acc: 0.6172, loss_cls: 7.1995, loss: 7.1995 2025-08-17 07:27:17,759 - pyskl - INFO - Epoch [105][2400/7492] lr: 1.059e-02, eta: 2 days, 1:42:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6134, loss_cls: 7.1576, loss: 7.1576 2025-08-17 07:28:10,332 - pyskl - INFO - Epoch [105][2500/7492] lr: 1.059e-02, eta: 2 days, 1:41:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3494, top5_acc: 0.6116, loss_cls: 7.1743, loss: 7.1743 2025-08-17 07:29:02,683 - pyskl - INFO - Epoch [105][2600/7492] lr: 1.058e-02, eta: 2 days, 1:40:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6003, loss_cls: 7.2676, loss: 7.2676 2025-08-17 07:29:55,061 - pyskl - INFO - Epoch [105][2700/7492] lr: 1.058e-02, eta: 2 days, 1:39:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3581, top5_acc: 0.6212, loss_cls: 7.0888, loss: 7.0888 2025-08-17 07:30:47,653 - pyskl - INFO - Epoch [105][2800/7492] lr: 1.057e-02, eta: 2 days, 1:38:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3538, top5_acc: 0.6172, loss_cls: 7.1888, loss: 7.1888 2025-08-17 07:31:40,111 - pyskl - INFO - Epoch [105][2900/7492] lr: 1.057e-02, eta: 2 days, 1:37:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3444, top5_acc: 0.5941, loss_cls: 7.2114, loss: 7.2114 2025-08-17 07:32:32,676 - pyskl - INFO - Epoch [105][3000/7492] lr: 1.056e-02, eta: 2 days, 1:37:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.6078, loss_cls: 7.2629, loss: 7.2629 2025-08-17 07:33:25,187 - pyskl - INFO - Epoch [105][3100/7492] lr: 1.055e-02, eta: 2 days, 1:36:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6259, loss_cls: 7.0989, loss: 7.0989 2025-08-17 07:34:17,958 - pyskl - INFO - Epoch [105][3200/7492] lr: 1.055e-02, eta: 2 days, 1:35:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3516, top5_acc: 0.6181, loss_cls: 7.2019, loss: 7.2019 2025-08-17 07:35:10,386 - pyskl - INFO - Epoch [105][3300/7492] lr: 1.054e-02, eta: 2 days, 1:34:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3628, top5_acc: 0.6222, loss_cls: 7.1063, loss: 7.1063 2025-08-17 07:36:03,136 - pyskl - INFO - Epoch [105][3400/7492] lr: 1.054e-02, eta: 2 days, 1:33:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3459, top5_acc: 0.6125, loss_cls: 7.2419, loss: 7.2419 2025-08-17 07:36:55,748 - pyskl - INFO - Epoch [105][3500/7492] lr: 1.053e-02, eta: 2 days, 1:32:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6266, loss_cls: 7.1787, loss: 7.1787 2025-08-17 07:37:48,255 - pyskl - INFO - Epoch [105][3600/7492] lr: 1.053e-02, eta: 2 days, 1:31:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3741, top5_acc: 0.6341, loss_cls: 7.0458, loss: 7.0458 2025-08-17 07:38:40,640 - pyskl - INFO - Epoch [105][3700/7492] lr: 1.052e-02, eta: 2 days, 1:31:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3619, top5_acc: 0.6134, loss_cls: 7.1936, loss: 7.1936 2025-08-17 07:39:33,177 - pyskl - INFO - Epoch [105][3800/7492] lr: 1.051e-02, eta: 2 days, 1:30:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3491, top5_acc: 0.6116, loss_cls: 7.1508, loss: 7.1508 2025-08-17 07:40:26,064 - pyskl - INFO - Epoch [105][3900/7492] lr: 1.051e-02, eta: 2 days, 1:29:18, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6072, loss_cls: 7.2443, loss: 7.2443 2025-08-17 07:41:18,604 - pyskl - INFO - Epoch [105][4000/7492] lr: 1.050e-02, eta: 2 days, 1:28:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3491, top5_acc: 0.6038, loss_cls: 7.2978, loss: 7.2978 2025-08-17 07:42:11,091 - pyskl - INFO - Epoch [105][4100/7492] lr: 1.050e-02, eta: 2 days, 1:27:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6075, loss_cls: 7.1939, loss: 7.1939 2025-08-17 07:43:03,417 - pyskl - INFO - Epoch [105][4200/7492] lr: 1.049e-02, eta: 2 days, 1:26:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3497, top5_acc: 0.6181, loss_cls: 7.1121, loss: 7.1121 2025-08-17 07:43:56,010 - pyskl - INFO - Epoch [105][4300/7492] lr: 1.049e-02, eta: 2 days, 1:25:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3550, top5_acc: 0.6172, loss_cls: 7.2474, loss: 7.2474 2025-08-17 07:44:48,342 - pyskl - INFO - Epoch [105][4400/7492] lr: 1.048e-02, eta: 2 days, 1:24:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3578, top5_acc: 0.6144, loss_cls: 7.1401, loss: 7.1401 2025-08-17 07:45:41,001 - pyskl - INFO - Epoch [105][4500/7492] lr: 1.048e-02, eta: 2 days, 1:24:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3431, top5_acc: 0.6034, loss_cls: 7.3288, loss: 7.3288 2025-08-17 07:46:33,456 - pyskl - INFO - Epoch [105][4600/7492] lr: 1.047e-02, eta: 2 days, 1:23:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3594, top5_acc: 0.6147, loss_cls: 7.1204, loss: 7.1204 2025-08-17 07:47:25,952 - pyskl - INFO - Epoch [105][4700/7492] lr: 1.046e-02, eta: 2 days, 1:22:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6078, loss_cls: 7.2073, loss: 7.2073 2025-08-17 07:48:18,445 - pyskl - INFO - Epoch [105][4800/7492] lr: 1.046e-02, eta: 2 days, 1:21:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6178, loss_cls: 7.1634, loss: 7.1634 2025-08-17 07:49:11,079 - pyskl - INFO - Epoch [105][4900/7492] lr: 1.045e-02, eta: 2 days, 1:20:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.6012, loss_cls: 7.2579, loss: 7.2579 2025-08-17 07:50:04,224 - pyskl - INFO - Epoch [105][5000/7492] lr: 1.045e-02, eta: 2 days, 1:19:44, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3550, top5_acc: 0.5962, loss_cls: 7.2108, loss: 7.2108 2025-08-17 07:50:56,773 - pyskl - INFO - Epoch [105][5100/7492] lr: 1.044e-02, eta: 2 days, 1:18:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3450, top5_acc: 0.6000, loss_cls: 7.2535, loss: 7.2535 2025-08-17 07:51:49,650 - pyskl - INFO - Epoch [105][5200/7492] lr: 1.044e-02, eta: 2 days, 1:18:00, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3581, top5_acc: 0.6238, loss_cls: 7.2180, loss: 7.2180 2025-08-17 07:52:42,136 - pyskl - INFO - Epoch [105][5300/7492] lr: 1.043e-02, eta: 2 days, 1:17:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3619, top5_acc: 0.6238, loss_cls: 7.0994, loss: 7.0994 2025-08-17 07:53:34,331 - pyskl - INFO - Epoch [105][5400/7492] lr: 1.042e-02, eta: 2 days, 1:16:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3591, top5_acc: 0.6128, loss_cls: 7.2652, loss: 7.2652 2025-08-17 07:54:26,831 - pyskl - INFO - Epoch [105][5500/7492] lr: 1.042e-02, eta: 2 days, 1:15:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3638, top5_acc: 0.6172, loss_cls: 7.1481, loss: 7.1481 2025-08-17 07:55:19,295 - pyskl - INFO - Epoch [105][5600/7492] lr: 1.041e-02, eta: 2 days, 1:14:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3566, top5_acc: 0.6212, loss_cls: 7.1468, loss: 7.1468 2025-08-17 07:56:11,711 - pyskl - INFO - Epoch [105][5700/7492] lr: 1.041e-02, eta: 2 days, 1:13:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3428, top5_acc: 0.6031, loss_cls: 7.2629, loss: 7.2629 2025-08-17 07:57:04,110 - pyskl - INFO - Epoch [105][5800/7492] lr: 1.040e-02, eta: 2 days, 1:12:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.5997, loss_cls: 7.2409, loss: 7.2409 2025-08-17 07:57:56,468 - pyskl - INFO - Epoch [105][5900/7492] lr: 1.040e-02, eta: 2 days, 1:11:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3559, top5_acc: 0.6106, loss_cls: 7.2051, loss: 7.2051 2025-08-17 07:58:49,100 - pyskl - INFO - Epoch [105][6000/7492] lr: 1.039e-02, eta: 2 days, 1:11:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3391, top5_acc: 0.6069, loss_cls: 7.3017, loss: 7.3017 2025-08-17 07:59:41,556 - pyskl - INFO - Epoch [105][6100/7492] lr: 1.038e-02, eta: 2 days, 1:10:09, time: 0.526, data_time: 0.002, memory: 13026, top1_acc: 0.3362, top5_acc: 0.5925, loss_cls: 7.3708, loss: 7.3708 2025-08-17 08:00:34,113 - pyskl - INFO - Epoch [105][6200/7492] lr: 1.038e-02, eta: 2 days, 1:09:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.6097, loss_cls: 7.2702, loss: 7.2702 2025-08-17 08:01:26,689 - pyskl - INFO - Epoch [105][6300/7492] lr: 1.037e-02, eta: 2 days, 1:08:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3544, top5_acc: 0.6100, loss_cls: 7.1930, loss: 7.1930 2025-08-17 08:02:18,963 - pyskl - INFO - Epoch [105][6400/7492] lr: 1.037e-02, eta: 2 days, 1:07:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3472, top5_acc: 0.6097, loss_cls: 7.1949, loss: 7.1949 2025-08-17 08:03:11,569 - pyskl - INFO - Epoch [105][6500/7492] lr: 1.036e-02, eta: 2 days, 1:06:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3503, top5_acc: 0.6003, loss_cls: 7.2912, loss: 7.2912 2025-08-17 08:04:04,101 - pyskl - INFO - Epoch [105][6600/7492] lr: 1.036e-02, eta: 2 days, 1:05:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6053, loss_cls: 7.1748, loss: 7.1748 2025-08-17 08:04:56,192 - pyskl - INFO - Epoch [105][6700/7492] lr: 1.035e-02, eta: 2 days, 1:04:56, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3559, top5_acc: 0.6075, loss_cls: 7.1786, loss: 7.1786 2025-08-17 08:05:48,649 - pyskl - INFO - Epoch [105][6800/7492] lr: 1.034e-02, eta: 2 days, 1:04:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3472, top5_acc: 0.6047, loss_cls: 7.2562, loss: 7.2562 2025-08-17 08:06:41,295 - pyskl - INFO - Epoch [105][6900/7492] lr: 1.034e-02, eta: 2 days, 1:03:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3456, top5_acc: 0.6181, loss_cls: 7.1048, loss: 7.1048 2025-08-17 08:07:33,952 - pyskl - INFO - Epoch [105][7000/7492] lr: 1.033e-02, eta: 2 days, 1:02:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6062, loss_cls: 7.1585, loss: 7.1585 2025-08-17 08:08:26,663 - pyskl - INFO - Epoch [105][7100/7492] lr: 1.033e-02, eta: 2 days, 1:01:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6231, loss_cls: 7.1957, loss: 7.1957 2025-08-17 08:09:19,196 - pyskl - INFO - Epoch [105][7200/7492] lr: 1.032e-02, eta: 2 days, 1:00:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3441, top5_acc: 0.6012, loss_cls: 7.2531, loss: 7.2531 2025-08-17 08:10:11,575 - pyskl - INFO - Epoch [105][7300/7492] lr: 1.032e-02, eta: 2 days, 0:59:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3409, top5_acc: 0.6084, loss_cls: 7.2897, loss: 7.2897 2025-08-17 08:11:04,208 - pyskl - INFO - Epoch [105][7400/7492] lr: 1.031e-02, eta: 2 days, 0:58:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6047, loss_cls: 7.1827, loss: 7.1827 2025-08-17 08:11:53,602 - pyskl - INFO - Saving checkpoint at 105 epochs 2025-08-17 08:12:48,668 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 08:12:49,395 - pyskl - INFO - top1_acc 0.3185 top5_acc 0.5708 2025-08-17 08:12:49,395 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 08:12:49,436 - pyskl - INFO - mean_acc 0.3181 2025-08-17 08:12:49,504 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_102.pth was removed 2025-08-17 08:12:50,541 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_105.pth. 2025-08-17 08:12:50,542 - pyskl - INFO - Best top1_acc is 0.3185 at 105 epoch. 2025-08-17 08:12:50,559 - pyskl - INFO - Epoch(val) [105][617] top1_acc: 0.3185, top5_acc: 0.5708, mean_class_accuracy: 0.3181 2025-08-17 08:14:11,947 - pyskl - INFO - Epoch [106][100/7492] lr: 1.030e-02, eta: 2 days, 0:57:02, time: 0.814, data_time: 0.291, memory: 13026, top1_acc: 0.3613, top5_acc: 0.6306, loss_cls: 7.0290, loss: 7.0290 2025-08-17 08:15:04,285 - pyskl - INFO - Epoch [106][200/7492] lr: 1.029e-02, eta: 2 days, 0:56:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6141, loss_cls: 7.1770, loss: 7.1770 2025-08-17 08:15:56,579 - pyskl - INFO - Epoch [106][300/7492] lr: 1.029e-02, eta: 2 days, 0:55:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3609, top5_acc: 0.6459, loss_cls: 7.0826, loss: 7.0826 2025-08-17 08:16:49,102 - pyskl - INFO - Epoch [106][400/7492] lr: 1.028e-02, eta: 2 days, 0:54:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3656, top5_acc: 0.6066, loss_cls: 7.1844, loss: 7.1844 2025-08-17 08:17:41,579 - pyskl - INFO - Epoch [106][500/7492] lr: 1.028e-02, eta: 2 days, 0:53:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6216, loss_cls: 7.1600, loss: 7.1600 2025-08-17 08:18:34,348 - pyskl - INFO - Epoch [106][600/7492] lr: 1.027e-02, eta: 2 days, 0:52:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3641, top5_acc: 0.6175, loss_cls: 7.1459, loss: 7.1459 2025-08-17 08:19:26,776 - pyskl - INFO - Epoch [106][700/7492] lr: 1.027e-02, eta: 2 days, 0:51:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3644, top5_acc: 0.6228, loss_cls: 7.1081, loss: 7.1081 2025-08-17 08:20:19,338 - pyskl - INFO - Epoch [106][800/7492] lr: 1.026e-02, eta: 2 days, 0:50:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3691, top5_acc: 0.6306, loss_cls: 7.0833, loss: 7.0833 2025-08-17 08:21:11,441 - pyskl - INFO - Epoch [106][900/7492] lr: 1.025e-02, eta: 2 days, 0:50:05, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6369, loss_cls: 7.0616, loss: 7.0616 2025-08-17 08:22:04,059 - pyskl - INFO - Epoch [106][1000/7492] lr: 1.025e-02, eta: 2 days, 0:49:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3775, top5_acc: 0.6309, loss_cls: 7.0109, loss: 7.0109 2025-08-17 08:22:56,478 - pyskl - INFO - Epoch [106][1100/7492] lr: 1.024e-02, eta: 2 days, 0:48:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3422, top5_acc: 0.6128, loss_cls: 7.2295, loss: 7.2295 2025-08-17 08:23:48,957 - pyskl - INFO - Epoch [106][1200/7492] lr: 1.024e-02, eta: 2 days, 0:47:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3613, top5_acc: 0.6406, loss_cls: 7.0711, loss: 7.0711 2025-08-17 08:24:41,506 - pyskl - INFO - Epoch [106][1300/7492] lr: 1.023e-02, eta: 2 days, 0:46:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3472, top5_acc: 0.6194, loss_cls: 7.1797, loss: 7.1797 2025-08-17 08:25:34,132 - pyskl - INFO - Epoch [106][1400/7492] lr: 1.023e-02, eta: 2 days, 0:45:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3656, top5_acc: 0.6206, loss_cls: 7.1871, loss: 7.1871 2025-08-17 08:26:26,565 - pyskl - INFO - Epoch [106][1500/7492] lr: 1.022e-02, eta: 2 days, 0:44:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6181, loss_cls: 7.1657, loss: 7.1657 2025-08-17 08:27:18,961 - pyskl - INFO - Epoch [106][1600/7492] lr: 1.022e-02, eta: 2 days, 0:43:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3522, top5_acc: 0.6125, loss_cls: 7.1662, loss: 7.1662 2025-08-17 08:28:11,719 - pyskl - INFO - Epoch [106][1700/7492] lr: 1.021e-02, eta: 2 days, 0:43:07, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3594, top5_acc: 0.6191, loss_cls: 7.1886, loss: 7.1886 2025-08-17 08:29:03,991 - pyskl - INFO - Epoch [106][1800/7492] lr: 1.020e-02, eta: 2 days, 0:42:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3406, top5_acc: 0.5900, loss_cls: 7.2682, loss: 7.2682 2025-08-17 08:29:56,412 - pyskl - INFO - Epoch [106][1900/7492] lr: 1.020e-02, eta: 2 days, 0:41:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3494, top5_acc: 0.6209, loss_cls: 7.1660, loss: 7.1660 2025-08-17 08:30:48,467 - pyskl - INFO - Epoch [106][2000/7492] lr: 1.019e-02, eta: 2 days, 0:40:30, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3578, top5_acc: 0.6172, loss_cls: 7.1647, loss: 7.1647 2025-08-17 08:31:40,937 - pyskl - INFO - Epoch [106][2100/7492] lr: 1.019e-02, eta: 2 days, 0:39:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.6116, loss_cls: 7.0728, loss: 7.0728 2025-08-17 08:32:33,806 - pyskl - INFO - Epoch [106][2200/7492] lr: 1.018e-02, eta: 2 days, 0:38:46, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3438, top5_acc: 0.6088, loss_cls: 7.2549, loss: 7.2549 2025-08-17 08:33:26,123 - pyskl - INFO - Epoch [106][2300/7492] lr: 1.018e-02, eta: 2 days, 0:37:54, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6291, loss_cls: 7.0860, loss: 7.0860 2025-08-17 08:34:18,790 - pyskl - INFO - Epoch [106][2400/7492] lr: 1.017e-02, eta: 2 days, 0:37:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3594, top5_acc: 0.6231, loss_cls: 7.2272, loss: 7.2272 2025-08-17 08:35:11,470 - pyskl - INFO - Epoch [106][2500/7492] lr: 1.016e-02, eta: 2 days, 0:36:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3588, top5_acc: 0.6153, loss_cls: 7.0770, loss: 7.0770 2025-08-17 08:36:03,848 - pyskl - INFO - Epoch [106][2600/7492] lr: 1.016e-02, eta: 2 days, 0:35:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3597, top5_acc: 0.6247, loss_cls: 7.1194, loss: 7.1194 2025-08-17 08:36:56,409 - pyskl - INFO - Epoch [106][2700/7492] lr: 1.015e-02, eta: 2 days, 0:34:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3828, top5_acc: 0.6319, loss_cls: 7.1326, loss: 7.1326 2025-08-17 08:37:48,918 - pyskl - INFO - Epoch [106][2800/7492] lr: 1.015e-02, eta: 2 days, 0:33:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3491, top5_acc: 0.6116, loss_cls: 7.1697, loss: 7.1697 2025-08-17 08:38:41,361 - pyskl - INFO - Epoch [106][2900/7492] lr: 1.014e-02, eta: 2 days, 0:32:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6216, loss_cls: 7.1269, loss: 7.1269 2025-08-17 08:39:33,764 - pyskl - INFO - Epoch [106][3000/7492] lr: 1.014e-02, eta: 2 days, 0:31:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6103, loss_cls: 7.1805, loss: 7.1805 2025-08-17 08:40:26,749 - pyskl - INFO - Epoch [106][3100/7492] lr: 1.013e-02, eta: 2 days, 0:30:57, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6256, loss_cls: 7.0776, loss: 7.0776 2025-08-17 08:41:20,206 - pyskl - INFO - Epoch [106][3200/7492] lr: 1.013e-02, eta: 2 days, 0:30:05, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.3450, top5_acc: 0.6084, loss_cls: 7.2032, loss: 7.2032 2025-08-17 08:42:13,126 - pyskl - INFO - Epoch [106][3300/7492] lr: 1.012e-02, eta: 2 days, 0:29:13, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3550, top5_acc: 0.6184, loss_cls: 7.1979, loss: 7.1979 2025-08-17 08:43:06,307 - pyskl - INFO - Epoch [106][3400/7492] lr: 1.011e-02, eta: 2 days, 0:28:21, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.3609, top5_acc: 0.6134, loss_cls: 7.1603, loss: 7.1603 2025-08-17 08:43:59,338 - pyskl - INFO - Epoch [106][3500/7492] lr: 1.011e-02, eta: 2 days, 0:27:29, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3559, top5_acc: 0.6175, loss_cls: 7.1511, loss: 7.1511 2025-08-17 08:44:52,428 - pyskl - INFO - Epoch [106][3600/7492] lr: 1.010e-02, eta: 2 days, 0:26:37, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3753, top5_acc: 0.6294, loss_cls: 7.0379, loss: 7.0379 2025-08-17 08:45:45,514 - pyskl - INFO - Epoch [106][3700/7492] lr: 1.010e-02, eta: 2 days, 0:25:45, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6325, loss_cls: 7.1204, loss: 7.1204 2025-08-17 08:46:38,258 - pyskl - INFO - Epoch [106][3800/7492] lr: 1.009e-02, eta: 2 days, 0:24:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3550, top5_acc: 0.6200, loss_cls: 7.2019, loss: 7.2019 2025-08-17 08:47:31,123 - pyskl - INFO - Epoch [106][3900/7492] lr: 1.009e-02, eta: 2 days, 0:24:01, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3478, top5_acc: 0.6116, loss_cls: 7.1760, loss: 7.1760 2025-08-17 08:48:23,818 - pyskl - INFO - Epoch [106][4000/7492] lr: 1.008e-02, eta: 2 days, 0:23:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3647, top5_acc: 0.6303, loss_cls: 7.1072, loss: 7.1072 2025-08-17 08:49:16,503 - pyskl - INFO - Epoch [106][4100/7492] lr: 1.007e-02, eta: 2 days, 0:22:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3431, top5_acc: 0.6188, loss_cls: 7.1654, loss: 7.1654 2025-08-17 08:50:09,363 - pyskl - INFO - Epoch [106][4200/7492] lr: 1.007e-02, eta: 2 days, 0:21:25, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3563, top5_acc: 0.6197, loss_cls: 7.1238, loss: 7.1238 2025-08-17 08:51:02,056 - pyskl - INFO - Epoch [106][4300/7492] lr: 1.006e-02, eta: 2 days, 0:20:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3572, top5_acc: 0.6197, loss_cls: 7.0863, loss: 7.0863 2025-08-17 08:51:54,542 - pyskl - INFO - Epoch [106][4400/7492] lr: 1.006e-02, eta: 2 days, 0:19:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3719, top5_acc: 0.6381, loss_cls: 7.0688, loss: 7.0688 2025-08-17 08:52:47,308 - pyskl - INFO - Epoch [106][4500/7492] lr: 1.005e-02, eta: 2 days, 0:18:48, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3619, top5_acc: 0.6188, loss_cls: 7.1608, loss: 7.1608 2025-08-17 08:53:40,160 - pyskl - INFO - Epoch [106][4600/7492] lr: 1.005e-02, eta: 2 days, 0:17:56, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6059, loss_cls: 7.3098, loss: 7.3098 2025-08-17 08:54:32,694 - pyskl - INFO - Epoch [106][4700/7492] lr: 1.004e-02, eta: 2 days, 0:17:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3559, top5_acc: 0.6106, loss_cls: 7.1237, loss: 7.1237 2025-08-17 08:55:25,528 - pyskl - INFO - Epoch [106][4800/7492] lr: 1.004e-02, eta: 2 days, 0:16:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3566, top5_acc: 0.6159, loss_cls: 7.1006, loss: 7.1006 2025-08-17 08:56:18,072 - pyskl - INFO - Epoch [106][4900/7492] lr: 1.003e-02, eta: 2 days, 0:15:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3722, top5_acc: 0.6175, loss_cls: 7.1579, loss: 7.1579 2025-08-17 08:57:10,803 - pyskl - INFO - Epoch [106][5000/7492] lr: 1.002e-02, eta: 2 days, 0:14:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3597, top5_acc: 0.6088, loss_cls: 7.2467, loss: 7.2467 2025-08-17 08:58:03,227 - pyskl - INFO - Epoch [106][5100/7492] lr: 1.002e-02, eta: 2 days, 0:13:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3606, top5_acc: 0.6153, loss_cls: 7.1831, loss: 7.1831 2025-08-17 08:58:55,903 - pyskl - INFO - Epoch [106][5200/7492] lr: 1.001e-02, eta: 2 days, 0:12:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3509, top5_acc: 0.6097, loss_cls: 7.2066, loss: 7.2066 2025-08-17 08:59:48,372 - pyskl - INFO - Epoch [106][5300/7492] lr: 1.001e-02, eta: 2 days, 0:11:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6222, loss_cls: 7.1066, loss: 7.1066 2025-08-17 09:00:40,951 - pyskl - INFO - Epoch [106][5400/7492] lr: 1.000e-02, eta: 2 days, 0:10:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6159, loss_cls: 7.1363, loss: 7.1363 2025-08-17 09:01:33,365 - pyskl - INFO - Epoch [106][5500/7492] lr: 9.996e-03, eta: 2 days, 0:10:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6056, loss_cls: 7.1605, loss: 7.1605 2025-08-17 09:02:25,750 - pyskl - INFO - Epoch [106][5600/7492] lr: 9.991e-03, eta: 2 days, 0:09:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3525, top5_acc: 0.6194, loss_cls: 7.1287, loss: 7.1287 2025-08-17 09:03:18,158 - pyskl - INFO - Epoch [106][5700/7492] lr: 9.985e-03, eta: 2 days, 0:08:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3456, top5_acc: 0.6088, loss_cls: 7.2287, loss: 7.2287 2025-08-17 09:04:10,953 - pyskl - INFO - Epoch [106][5800/7492] lr: 9.979e-03, eta: 2 days, 0:07:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3647, top5_acc: 0.6303, loss_cls: 7.1313, loss: 7.1313 2025-08-17 09:05:03,578 - pyskl - INFO - Epoch [106][5900/7492] lr: 9.974e-03, eta: 2 days, 0:06:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3494, top5_acc: 0.6022, loss_cls: 7.2390, loss: 7.2390 2025-08-17 09:05:55,921 - pyskl - INFO - Epoch [106][6000/7492] lr: 9.968e-03, eta: 2 days, 0:05:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3638, top5_acc: 0.6175, loss_cls: 7.2069, loss: 7.2069 2025-08-17 09:06:48,603 - pyskl - INFO - Epoch [106][6100/7492] lr: 9.963e-03, eta: 2 days, 0:04:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3600, top5_acc: 0.6244, loss_cls: 7.2184, loss: 7.2184 2025-08-17 09:07:41,226 - pyskl - INFO - Epoch [106][6200/7492] lr: 9.957e-03, eta: 2 days, 0:04:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3706, top5_acc: 0.6253, loss_cls: 7.0399, loss: 7.0399 2025-08-17 09:08:33,382 - pyskl - INFO - Epoch [106][6300/7492] lr: 9.952e-03, eta: 2 days, 0:03:09, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3469, top5_acc: 0.6066, loss_cls: 7.2018, loss: 7.2018 2025-08-17 09:09:25,924 - pyskl - INFO - Epoch [106][6400/7492] lr: 9.946e-03, eta: 2 days, 0:02:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6069, loss_cls: 7.2440, loss: 7.2440 2025-08-17 09:10:18,566 - pyskl - INFO - Epoch [106][6500/7492] lr: 9.940e-03, eta: 2 days, 0:01:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3691, top5_acc: 0.6188, loss_cls: 7.1345, loss: 7.1345 2025-08-17 09:11:10,873 - pyskl - INFO - Epoch [106][6600/7492] lr: 9.935e-03, eta: 2 days, 0:00:32, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6156, loss_cls: 7.1714, loss: 7.1714 2025-08-17 09:12:03,424 - pyskl - INFO - Epoch [106][6700/7492] lr: 9.929e-03, eta: 1 day, 23:59:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3538, top5_acc: 0.6128, loss_cls: 7.1367, loss: 7.1367 2025-08-17 09:12:55,567 - pyskl - INFO - Epoch [106][6800/7492] lr: 9.924e-03, eta: 1 day, 23:58:48, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6100, loss_cls: 7.0531, loss: 7.0531 2025-08-17 09:13:47,528 - pyskl - INFO - Epoch [106][6900/7492] lr: 9.918e-03, eta: 1 day, 23:57:55, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6081, loss_cls: 7.1504, loss: 7.1504 2025-08-17 09:14:39,934 - pyskl - INFO - Epoch [106][7000/7492] lr: 9.912e-03, eta: 1 day, 23:57:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6172, loss_cls: 7.0981, loss: 7.0981 2025-08-17 09:15:32,152 - pyskl - INFO - Epoch [106][7100/7492] lr: 9.907e-03, eta: 1 day, 23:56:11, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3503, top5_acc: 0.6175, loss_cls: 7.1458, loss: 7.1458 2025-08-17 09:16:24,667 - pyskl - INFO - Epoch [106][7200/7492] lr: 9.901e-03, eta: 1 day, 23:55:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3697, top5_acc: 0.6216, loss_cls: 7.1648, loss: 7.1648 2025-08-17 09:17:17,107 - pyskl - INFO - Epoch [106][7300/7492] lr: 9.896e-03, eta: 1 day, 23:54:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6003, loss_cls: 7.2903, loss: 7.2903 2025-08-17 09:18:09,398 - pyskl - INFO - Epoch [106][7400/7492] lr: 9.890e-03, eta: 1 day, 23:53:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3625, top5_acc: 0.6078, loss_cls: 7.1828, loss: 7.1828 2025-08-17 09:18:59,362 - pyskl - INFO - Saving checkpoint at 106 epochs 2025-08-17 09:19:55,168 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 09:19:55,913 - pyskl - INFO - top1_acc 0.3116 top5_acc 0.5691 2025-08-17 09:19:55,913 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 09:19:55,952 - pyskl - INFO - mean_acc 0.3113 2025-08-17 09:19:55,965 - pyskl - INFO - Epoch(val) [106][617] top1_acc: 0.3116, top5_acc: 0.5691, mean_class_accuracy: 0.3113 2025-08-17 09:21:17,427 - pyskl - INFO - Epoch [107][100/7492] lr: 9.880e-03, eta: 1 day, 23:51:46, time: 0.815, data_time: 0.289, memory: 13026, top1_acc: 0.3697, top5_acc: 0.6316, loss_cls: 7.0944, loss: 7.0944 2025-08-17 09:22:09,921 - pyskl - INFO - Epoch [107][200/7492] lr: 9.874e-03, eta: 1 day, 23:50:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6275, loss_cls: 7.1020, loss: 7.1020 2025-08-17 09:23:02,491 - pyskl - INFO - Epoch [107][300/7492] lr: 9.868e-03, eta: 1 day, 23:50:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3647, top5_acc: 0.6338, loss_cls: 7.1059, loss: 7.1059 2025-08-17 09:23:54,991 - pyskl - INFO - Epoch [107][400/7492] lr: 9.863e-03, eta: 1 day, 23:49:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3828, top5_acc: 0.6338, loss_cls: 6.9342, loss: 6.9342 2025-08-17 09:24:47,772 - pyskl - INFO - Epoch [107][500/7492] lr: 9.857e-03, eta: 1 day, 23:48:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3678, top5_acc: 0.6197, loss_cls: 7.0784, loss: 7.0784 2025-08-17 09:25:40,430 - pyskl - INFO - Epoch [107][600/7492] lr: 9.852e-03, eta: 1 day, 23:47:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6384, loss_cls: 7.0114, loss: 7.0114 2025-08-17 09:26:33,041 - pyskl - INFO - Epoch [107][700/7492] lr: 9.846e-03, eta: 1 day, 23:46:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3709, top5_acc: 0.6294, loss_cls: 7.0483, loss: 7.0483 2025-08-17 09:27:25,622 - pyskl - INFO - Epoch [107][800/7492] lr: 9.841e-03, eta: 1 day, 23:45:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3713, top5_acc: 0.6300, loss_cls: 7.0601, loss: 7.0601 2025-08-17 09:28:18,323 - pyskl - INFO - Epoch [107][900/7492] lr: 9.835e-03, eta: 1 day, 23:44:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3609, top5_acc: 0.6184, loss_cls: 7.0996, loss: 7.0996 2025-08-17 09:29:11,031 - pyskl - INFO - Epoch [107][1000/7492] lr: 9.829e-03, eta: 1 day, 23:43:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6419, loss_cls: 6.9704, loss: 6.9704 2025-08-17 09:30:03,580 - pyskl - INFO - Epoch [107][1100/7492] lr: 9.824e-03, eta: 1 day, 23:43:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3653, top5_acc: 0.6347, loss_cls: 7.0374, loss: 7.0374 2025-08-17 09:30:56,173 - pyskl - INFO - Epoch [107][1200/7492] lr: 9.818e-03, eta: 1 day, 23:42:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3544, top5_acc: 0.6212, loss_cls: 7.1187, loss: 7.1187 2025-08-17 09:31:48,860 - pyskl - INFO - Epoch [107][1300/7492] lr: 9.813e-03, eta: 1 day, 23:41:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3566, top5_acc: 0.6256, loss_cls: 7.0997, loss: 7.0997 2025-08-17 09:32:41,526 - pyskl - INFO - Epoch [107][1400/7492] lr: 9.807e-03, eta: 1 day, 23:40:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3575, top5_acc: 0.6231, loss_cls: 7.0880, loss: 7.0880 2025-08-17 09:33:34,288 - pyskl - INFO - Epoch [107][1500/7492] lr: 9.802e-03, eta: 1 day, 23:39:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3638, top5_acc: 0.6350, loss_cls: 7.0441, loss: 7.0441 2025-08-17 09:34:26,911 - pyskl - INFO - Epoch [107][1600/7492] lr: 9.796e-03, eta: 1 day, 23:38:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3650, top5_acc: 0.6253, loss_cls: 7.0680, loss: 7.0680 2025-08-17 09:35:19,571 - pyskl - INFO - Epoch [107][1700/7492] lr: 9.791e-03, eta: 1 day, 23:37:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3609, top5_acc: 0.6144, loss_cls: 7.1576, loss: 7.1576 2025-08-17 09:36:12,171 - pyskl - INFO - Epoch [107][1800/7492] lr: 9.785e-03, eta: 1 day, 23:36:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3713, top5_acc: 0.6184, loss_cls: 7.2348, loss: 7.2348 2025-08-17 09:37:04,796 - pyskl - INFO - Epoch [107][1900/7492] lr: 9.780e-03, eta: 1 day, 23:36:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6238, loss_cls: 7.0715, loss: 7.0715 2025-08-17 09:37:57,358 - pyskl - INFO - Epoch [107][2000/7492] lr: 9.774e-03, eta: 1 day, 23:35:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3588, top5_acc: 0.6238, loss_cls: 7.0865, loss: 7.0865 2025-08-17 09:38:50,141 - pyskl - INFO - Epoch [107][2100/7492] lr: 9.768e-03, eta: 1 day, 23:34:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3572, top5_acc: 0.6091, loss_cls: 7.1696, loss: 7.1696 2025-08-17 09:39:42,733 - pyskl - INFO - Epoch [107][2200/7492] lr: 9.763e-03, eta: 1 day, 23:33:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6162, loss_cls: 7.1648, loss: 7.1648 2025-08-17 09:40:35,213 - pyskl - INFO - Epoch [107][2300/7492] lr: 9.757e-03, eta: 1 day, 23:32:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 7.1184, loss: 7.1184 2025-08-17 09:41:27,915 - pyskl - INFO - Epoch [107][2400/7492] lr: 9.752e-03, eta: 1 day, 23:31:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6172, loss_cls: 7.1152, loss: 7.1152 2025-08-17 09:42:20,576 - pyskl - INFO - Epoch [107][2500/7492] lr: 9.746e-03, eta: 1 day, 23:30:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3456, top5_acc: 0.6128, loss_cls: 7.1931, loss: 7.1931 2025-08-17 09:43:13,107 - pyskl - INFO - Epoch [107][2600/7492] lr: 9.741e-03, eta: 1 day, 23:30:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3513, top5_acc: 0.6262, loss_cls: 7.0767, loss: 7.0767 2025-08-17 09:44:05,719 - pyskl - INFO - Epoch [107][2700/7492] lr: 9.735e-03, eta: 1 day, 23:29:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3578, top5_acc: 0.6106, loss_cls: 7.2490, loss: 7.2490 2025-08-17 09:44:58,325 - pyskl - INFO - Epoch [107][2800/7492] lr: 9.730e-03, eta: 1 day, 23:28:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3544, top5_acc: 0.6053, loss_cls: 7.2299, loss: 7.2299 2025-08-17 09:45:50,897 - pyskl - INFO - Epoch [107][2900/7492] lr: 9.724e-03, eta: 1 day, 23:27:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6212, loss_cls: 7.0488, loss: 7.0488 2025-08-17 09:46:43,568 - pyskl - INFO - Epoch [107][3000/7492] lr: 9.719e-03, eta: 1 day, 23:26:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3644, top5_acc: 0.6250, loss_cls: 7.1148, loss: 7.1148 2025-08-17 09:47:36,021 - pyskl - INFO - Epoch [107][3100/7492] lr: 9.713e-03, eta: 1 day, 23:25:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6391, loss_cls: 7.1310, loss: 7.1310 2025-08-17 09:48:28,820 - pyskl - INFO - Epoch [107][3200/7492] lr: 9.708e-03, eta: 1 day, 23:24:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3581, top5_acc: 0.6222, loss_cls: 7.0991, loss: 7.0991 2025-08-17 09:49:21,150 - pyskl - INFO - Epoch [107][3300/7492] lr: 9.702e-03, eta: 1 day, 23:23:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3691, top5_acc: 0.6244, loss_cls: 6.9960, loss: 6.9960 2025-08-17 09:50:13,580 - pyskl - INFO - Epoch [107][3400/7492] lr: 9.696e-03, eta: 1 day, 23:23:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3488, top5_acc: 0.6159, loss_cls: 7.1549, loss: 7.1549 2025-08-17 09:51:05,921 - pyskl - INFO - Epoch [107][3500/7492] lr: 9.691e-03, eta: 1 day, 23:22:13, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3513, top5_acc: 0.6094, loss_cls: 7.1905, loss: 7.1905 2025-08-17 09:51:58,639 - pyskl - INFO - Epoch [107][3600/7492] lr: 9.685e-03, eta: 1 day, 23:21:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3688, top5_acc: 0.6206, loss_cls: 7.1044, loss: 7.1044 2025-08-17 09:52:51,285 - pyskl - INFO - Epoch [107][3700/7492] lr: 9.680e-03, eta: 1 day, 23:20:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6178, loss_cls: 7.1921, loss: 7.1921 2025-08-17 09:53:43,798 - pyskl - INFO - Epoch [107][3800/7492] lr: 9.674e-03, eta: 1 day, 23:19:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6300, loss_cls: 7.0684, loss: 7.0684 2025-08-17 09:54:36,528 - pyskl - INFO - Epoch [107][3900/7492] lr: 9.669e-03, eta: 1 day, 23:18:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3694, top5_acc: 0.6212, loss_cls: 7.0652, loss: 7.0652 2025-08-17 09:55:28,990 - pyskl - INFO - Epoch [107][4000/7492] lr: 9.663e-03, eta: 1 day, 23:17:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3722, top5_acc: 0.6312, loss_cls: 7.0765, loss: 7.0765 2025-08-17 09:56:21,432 - pyskl - INFO - Epoch [107][4100/7492] lr: 9.658e-03, eta: 1 day, 23:17:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3491, top5_acc: 0.6125, loss_cls: 7.0947, loss: 7.0947 2025-08-17 09:57:14,354 - pyskl - INFO - Epoch [107][4200/7492] lr: 9.652e-03, eta: 1 day, 23:16:08, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3628, top5_acc: 0.6241, loss_cls: 7.1556, loss: 7.1556 2025-08-17 09:58:06,905 - pyskl - INFO - Epoch [107][4300/7492] lr: 9.647e-03, eta: 1 day, 23:15:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3713, top5_acc: 0.6106, loss_cls: 7.1954, loss: 7.1954 2025-08-17 09:58:59,547 - pyskl - INFO - Epoch [107][4400/7492] lr: 9.641e-03, eta: 1 day, 23:14:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3478, top5_acc: 0.6172, loss_cls: 7.0921, loss: 7.0921 2025-08-17 09:59:52,222 - pyskl - INFO - Epoch [107][4500/7492] lr: 9.636e-03, eta: 1 day, 23:13:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3513, top5_acc: 0.6219, loss_cls: 7.1836, loss: 7.1836 2025-08-17 10:00:45,004 - pyskl - INFO - Epoch [107][4600/7492] lr: 9.630e-03, eta: 1 day, 23:12:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3409, top5_acc: 0.6059, loss_cls: 7.1582, loss: 7.1582 2025-08-17 10:01:37,728 - pyskl - INFO - Epoch [107][4700/7492] lr: 9.625e-03, eta: 1 day, 23:11:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3628, top5_acc: 0.6328, loss_cls: 7.1279, loss: 7.1279 2025-08-17 10:02:30,462 - pyskl - INFO - Epoch [107][4800/7492] lr: 9.619e-03, eta: 1 day, 23:10:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6256, loss_cls: 7.1091, loss: 7.1091 2025-08-17 10:03:23,352 - pyskl - INFO - Epoch [107][4900/7492] lr: 9.614e-03, eta: 1 day, 23:10:03, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3503, top5_acc: 0.6122, loss_cls: 7.0761, loss: 7.0761 2025-08-17 10:04:16,267 - pyskl - INFO - Epoch [107][5000/7492] lr: 9.608e-03, eta: 1 day, 23:09:11, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3575, top5_acc: 0.6312, loss_cls: 7.1463, loss: 7.1463 2025-08-17 10:05:09,116 - pyskl - INFO - Epoch [107][5100/7492] lr: 9.603e-03, eta: 1 day, 23:08:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3616, top5_acc: 0.6031, loss_cls: 7.2371, loss: 7.2371 2025-08-17 10:06:01,542 - pyskl - INFO - Epoch [107][5200/7492] lr: 9.597e-03, eta: 1 day, 23:07:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3459, top5_acc: 0.6222, loss_cls: 7.1856, loss: 7.1856 2025-08-17 10:06:54,205 - pyskl - INFO - Epoch [107][5300/7492] lr: 9.592e-03, eta: 1 day, 23:06:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6144, loss_cls: 7.2119, loss: 7.2119 2025-08-17 10:07:46,972 - pyskl - INFO - Epoch [107][5400/7492] lr: 9.586e-03, eta: 1 day, 23:05:42, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6312, loss_cls: 7.0581, loss: 7.0581 2025-08-17 10:08:39,610 - pyskl - INFO - Epoch [107][5500/7492] lr: 9.581e-03, eta: 1 day, 23:04:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6253, loss_cls: 7.1627, loss: 7.1627 2025-08-17 10:09:32,492 - pyskl - INFO - Epoch [107][5600/7492] lr: 9.575e-03, eta: 1 day, 23:03:58, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6209, loss_cls: 7.2259, loss: 7.2259 2025-08-17 10:10:25,388 - pyskl - INFO - Epoch [107][5700/7492] lr: 9.570e-03, eta: 1 day, 23:03:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3781, top5_acc: 0.6316, loss_cls: 7.0213, loss: 7.0213 2025-08-17 10:11:17,872 - pyskl - INFO - Epoch [107][5800/7492] lr: 9.564e-03, eta: 1 day, 23:02:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3822, top5_acc: 0.6269, loss_cls: 7.0200, loss: 7.0200 2025-08-17 10:12:10,484 - pyskl - INFO - Epoch [107][5900/7492] lr: 9.559e-03, eta: 1 day, 23:01:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3516, top5_acc: 0.6084, loss_cls: 7.1901, loss: 7.1901 2025-08-17 10:13:02,878 - pyskl - INFO - Epoch [107][6000/7492] lr: 9.553e-03, eta: 1 day, 23:00:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3484, top5_acc: 0.6112, loss_cls: 7.1148, loss: 7.1148 2025-08-17 10:13:55,509 - pyskl - INFO - Epoch [107][6100/7492] lr: 9.548e-03, eta: 1 day, 22:59:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6128, loss_cls: 7.1525, loss: 7.1525 2025-08-17 10:14:48,012 - pyskl - INFO - Epoch [107][6200/7492] lr: 9.542e-03, eta: 1 day, 22:58:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3563, top5_acc: 0.6238, loss_cls: 7.1932, loss: 7.1932 2025-08-17 10:15:40,549 - pyskl - INFO - Epoch [107][6300/7492] lr: 9.537e-03, eta: 1 day, 22:57:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6128, loss_cls: 7.1574, loss: 7.1574 2025-08-17 10:16:33,100 - pyskl - INFO - Epoch [107][6400/7492] lr: 9.531e-03, eta: 1 day, 22:57:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6344, loss_cls: 7.0270, loss: 7.0270 2025-08-17 10:17:25,835 - pyskl - INFO - Epoch [107][6500/7492] lr: 9.526e-03, eta: 1 day, 22:56:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3572, top5_acc: 0.6300, loss_cls: 7.1150, loss: 7.1150 2025-08-17 10:18:18,145 - pyskl - INFO - Epoch [107][6600/7492] lr: 9.520e-03, eta: 1 day, 22:55:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3519, top5_acc: 0.6012, loss_cls: 7.2289, loss: 7.2289 2025-08-17 10:19:10,549 - pyskl - INFO - Epoch [107][6700/7492] lr: 9.515e-03, eta: 1 day, 22:54:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3644, top5_acc: 0.6281, loss_cls: 7.1007, loss: 7.1007 2025-08-17 10:20:03,041 - pyskl - INFO - Epoch [107][6800/7492] lr: 9.509e-03, eta: 1 day, 22:53:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6266, loss_cls: 7.1142, loss: 7.1142 2025-08-17 10:20:55,498 - pyskl - INFO - Epoch [107][6900/7492] lr: 9.504e-03, eta: 1 day, 22:52:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3509, top5_acc: 0.6128, loss_cls: 7.2182, loss: 7.2182 2025-08-17 10:21:48,049 - pyskl - INFO - Epoch [107][7000/7492] lr: 9.498e-03, eta: 1 day, 22:51:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3497, top5_acc: 0.6019, loss_cls: 7.2539, loss: 7.2539 2025-08-17 10:22:40,628 - pyskl - INFO - Epoch [107][7100/7492] lr: 9.493e-03, eta: 1 day, 22:50:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6134, loss_cls: 7.1147, loss: 7.1147 2025-08-17 10:23:33,293 - pyskl - INFO - Epoch [107][7200/7492] lr: 9.487e-03, eta: 1 day, 22:50:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3538, top5_acc: 0.6081, loss_cls: 7.1992, loss: 7.1992 2025-08-17 10:24:25,910 - pyskl - INFO - Epoch [107][7300/7492] lr: 9.482e-03, eta: 1 day, 22:49:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3481, top5_acc: 0.6081, loss_cls: 7.1046, loss: 7.1046 2025-08-17 10:25:18,432 - pyskl - INFO - Epoch [107][7400/7492] lr: 9.476e-03, eta: 1 day, 22:48:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3638, top5_acc: 0.6281, loss_cls: 7.1459, loss: 7.1459 2025-08-17 10:26:07,795 - pyskl - INFO - Saving checkpoint at 107 epochs 2025-08-17 10:27:03,257 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 10:27:04,000 - pyskl - INFO - top1_acc 0.3204 top5_acc 0.5782 2025-08-17 10:27:04,000 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 10:27:04,045 - pyskl - INFO - mean_acc 0.3202 2025-08-17 10:27:04,118 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_105.pth was removed 2025-08-17 10:27:05,221 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_107.pth. 2025-08-17 10:27:05,222 - pyskl - INFO - Best top1_acc is 0.3204 at 107 epoch. 2025-08-17 10:27:05,242 - pyskl - INFO - Epoch(val) [107][617] top1_acc: 0.3204, top5_acc: 0.5782, mean_class_accuracy: 0.3202 2025-08-17 10:28:27,588 - pyskl - INFO - Epoch [108][100/7492] lr: 9.466e-03, eta: 1 day, 22:46:31, time: 0.823, data_time: 0.296, memory: 13026, top1_acc: 0.3797, top5_acc: 0.6325, loss_cls: 6.9555, loss: 6.9555 2025-08-17 10:29:19,724 - pyskl - INFO - Epoch [108][200/7492] lr: 9.460e-03, eta: 1 day, 22:45:39, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6381, loss_cls: 6.9781, loss: 6.9781 2025-08-17 10:30:12,122 - pyskl - INFO - Epoch [108][300/7492] lr: 9.455e-03, eta: 1 day, 22:44:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3897, top5_acc: 0.6453, loss_cls: 6.9409, loss: 6.9409 2025-08-17 10:31:04,368 - pyskl - INFO - Epoch [108][400/7492] lr: 9.449e-03, eta: 1 day, 22:43:54, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3628, top5_acc: 0.6219, loss_cls: 7.1056, loss: 7.1056 2025-08-17 10:31:56,814 - pyskl - INFO - Epoch [108][500/7492] lr: 9.444e-03, eta: 1 day, 22:43:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3722, top5_acc: 0.6359, loss_cls: 7.0271, loss: 7.0271 2025-08-17 10:32:49,236 - pyskl - INFO - Epoch [108][600/7492] lr: 9.439e-03, eta: 1 day, 22:42:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3744, top5_acc: 0.6425, loss_cls: 6.9782, loss: 6.9782 2025-08-17 10:33:42,079 - pyskl - INFO - Epoch [108][700/7492] lr: 9.433e-03, eta: 1 day, 22:41:18, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3794, top5_acc: 0.6441, loss_cls: 6.9746, loss: 6.9746 2025-08-17 10:34:34,655 - pyskl - INFO - Epoch [108][800/7492] lr: 9.428e-03, eta: 1 day, 22:40:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3762, top5_acc: 0.6288, loss_cls: 7.0612, loss: 7.0612 2025-08-17 10:35:27,019 - pyskl - INFO - Epoch [108][900/7492] lr: 9.422e-03, eta: 1 day, 22:39:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3791, top5_acc: 0.6297, loss_cls: 7.0231, loss: 7.0231 2025-08-17 10:36:19,476 - pyskl - INFO - Epoch [108][1000/7492] lr: 9.417e-03, eta: 1 day, 22:38:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6438, loss_cls: 6.9833, loss: 6.9833 2025-08-17 10:37:11,978 - pyskl - INFO - Epoch [108][1100/7492] lr: 9.411e-03, eta: 1 day, 22:37:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3563, top5_acc: 0.6159, loss_cls: 7.2076, loss: 7.2076 2025-08-17 10:38:04,554 - pyskl - INFO - Epoch [108][1200/7492] lr: 9.406e-03, eta: 1 day, 22:36:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 7.1050, loss: 7.1050 2025-08-17 10:38:57,426 - pyskl - INFO - Epoch [108][1300/7492] lr: 9.400e-03, eta: 1 day, 22:36:05, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3606, top5_acc: 0.6322, loss_cls: 6.9855, loss: 6.9855 2025-08-17 10:39:49,584 - pyskl - INFO - Epoch [108][1400/7492] lr: 9.395e-03, eta: 1 day, 22:35:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3606, top5_acc: 0.6262, loss_cls: 7.0918, loss: 7.0918 2025-08-17 10:40:41,980 - pyskl - INFO - Epoch [108][1500/7492] lr: 9.389e-03, eta: 1 day, 22:34:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3625, top5_acc: 0.6316, loss_cls: 7.0662, loss: 7.0662 2025-08-17 10:41:34,290 - pyskl - INFO - Epoch [108][1600/7492] lr: 9.384e-03, eta: 1 day, 22:33:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3700, top5_acc: 0.6144, loss_cls: 7.1582, loss: 7.1582 2025-08-17 10:42:26,424 - pyskl - INFO - Epoch [108][1700/7492] lr: 9.378e-03, eta: 1 day, 22:32:35, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3797, top5_acc: 0.6338, loss_cls: 6.9895, loss: 6.9895 2025-08-17 10:43:19,192 - pyskl - INFO - Epoch [108][1800/7492] lr: 9.373e-03, eta: 1 day, 22:31:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3878, top5_acc: 0.6406, loss_cls: 7.0341, loss: 7.0341 2025-08-17 10:44:11,769 - pyskl - INFO - Epoch [108][1900/7492] lr: 9.368e-03, eta: 1 day, 22:30:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3472, top5_acc: 0.6175, loss_cls: 7.1404, loss: 7.1404 2025-08-17 10:45:04,624 - pyskl - INFO - Epoch [108][2000/7492] lr: 9.362e-03, eta: 1 day, 22:29:59, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6262, loss_cls: 7.0513, loss: 7.0513 2025-08-17 10:45:57,413 - pyskl - INFO - Epoch [108][2100/7492] lr: 9.357e-03, eta: 1 day, 22:29:07, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 7.1497, loss: 7.1497 2025-08-17 10:46:50,109 - pyskl - INFO - Epoch [108][2200/7492] lr: 9.351e-03, eta: 1 day, 22:28:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3697, top5_acc: 0.6356, loss_cls: 6.9951, loss: 6.9951 2025-08-17 10:47:42,578 - pyskl - INFO - Epoch [108][2300/7492] lr: 9.346e-03, eta: 1 day, 22:27:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3653, top5_acc: 0.6341, loss_cls: 6.9786, loss: 6.9786 2025-08-17 10:48:35,201 - pyskl - INFO - Epoch [108][2400/7492] lr: 9.340e-03, eta: 1 day, 22:26:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3550, top5_acc: 0.6256, loss_cls: 7.1409, loss: 7.1409 2025-08-17 10:49:27,761 - pyskl - INFO - Epoch [108][2500/7492] lr: 9.335e-03, eta: 1 day, 22:25:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6341, loss_cls: 7.1090, loss: 7.1090 2025-08-17 10:50:20,186 - pyskl - INFO - Epoch [108][2600/7492] lr: 9.329e-03, eta: 1 day, 22:24:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3653, top5_acc: 0.6222, loss_cls: 7.0632, loss: 7.0632 2025-08-17 10:51:12,808 - pyskl - INFO - Epoch [108][2700/7492] lr: 9.324e-03, eta: 1 day, 22:23:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6162, loss_cls: 7.1353, loss: 7.1353 2025-08-17 10:52:05,432 - pyskl - INFO - Epoch [108][2800/7492] lr: 9.318e-03, eta: 1 day, 22:23:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3494, top5_acc: 0.6078, loss_cls: 7.2341, loss: 7.2341 2025-08-17 10:52:58,080 - pyskl - INFO - Epoch [108][2900/7492] lr: 9.313e-03, eta: 1 day, 22:22:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3716, top5_acc: 0.6366, loss_cls: 6.9916, loss: 6.9916 2025-08-17 10:53:50,607 - pyskl - INFO - Epoch [108][3000/7492] lr: 9.308e-03, eta: 1 day, 22:21:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3775, top5_acc: 0.6309, loss_cls: 7.1127, loss: 7.1127 2025-08-17 10:54:43,312 - pyskl - INFO - Epoch [108][3100/7492] lr: 9.302e-03, eta: 1 day, 22:20:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3734, top5_acc: 0.6322, loss_cls: 7.0818, loss: 7.0818 2025-08-17 10:55:35,804 - pyskl - INFO - Epoch [108][3200/7492] lr: 9.297e-03, eta: 1 day, 22:19:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3588, top5_acc: 0.6325, loss_cls: 7.1000, loss: 7.1000 2025-08-17 10:56:28,318 - pyskl - INFO - Epoch [108][3300/7492] lr: 9.291e-03, eta: 1 day, 22:18:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6394, loss_cls: 7.0131, loss: 7.0131 2025-08-17 10:57:21,021 - pyskl - INFO - Epoch [108][3400/7492] lr: 9.286e-03, eta: 1 day, 22:17:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6316, loss_cls: 7.0361, loss: 7.0361 2025-08-17 10:58:13,548 - pyskl - INFO - Epoch [108][3500/7492] lr: 9.280e-03, eta: 1 day, 22:16:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3494, top5_acc: 0.6069, loss_cls: 7.2031, loss: 7.2031 2025-08-17 10:59:06,167 - pyskl - INFO - Epoch [108][3600/7492] lr: 9.275e-03, eta: 1 day, 22:16:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6303, loss_cls: 7.1269, loss: 7.1269 2025-08-17 10:59:58,614 - pyskl - INFO - Epoch [108][3700/7492] lr: 9.270e-03, eta: 1 day, 22:15:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6347, loss_cls: 6.9711, loss: 6.9711 2025-08-17 11:00:51,122 - pyskl - INFO - Epoch [108][3800/7492] lr: 9.264e-03, eta: 1 day, 22:14:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3619, top5_acc: 0.6278, loss_cls: 7.0535, loss: 7.0535 2025-08-17 11:01:43,692 - pyskl - INFO - Epoch [108][3900/7492] lr: 9.259e-03, eta: 1 day, 22:13:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3628, top5_acc: 0.6231, loss_cls: 7.1291, loss: 7.1291 2025-08-17 11:02:36,442 - pyskl - INFO - Epoch [108][4000/7492] lr: 9.253e-03, eta: 1 day, 22:12:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6366, loss_cls: 7.0200, loss: 7.0200 2025-08-17 11:03:28,590 - pyskl - INFO - Epoch [108][4100/7492] lr: 9.248e-03, eta: 1 day, 22:11:43, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3647, top5_acc: 0.6300, loss_cls: 7.1198, loss: 7.1198 2025-08-17 11:04:21,342 - pyskl - INFO - Epoch [108][4200/7492] lr: 9.242e-03, eta: 1 day, 22:10:51, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6319, loss_cls: 7.0965, loss: 7.0965 2025-08-17 11:05:13,958 - pyskl - INFO - Epoch [108][4300/7492] lr: 9.237e-03, eta: 1 day, 22:09:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3787, top5_acc: 0.6338, loss_cls: 7.0320, loss: 7.0320 2025-08-17 11:06:06,655 - pyskl - INFO - Epoch [108][4400/7492] lr: 9.232e-03, eta: 1 day, 22:09:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3644, top5_acc: 0.6138, loss_cls: 7.1340, loss: 7.1340 2025-08-17 11:06:59,100 - pyskl - INFO - Epoch [108][4500/7492] lr: 9.226e-03, eta: 1 day, 22:08:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3688, top5_acc: 0.6300, loss_cls: 7.0431, loss: 7.0431 2025-08-17 11:07:51,574 - pyskl - INFO - Epoch [108][4600/7492] lr: 9.221e-03, eta: 1 day, 22:07:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3722, top5_acc: 0.6288, loss_cls: 7.0448, loss: 7.0448 2025-08-17 11:08:44,065 - pyskl - INFO - Epoch [108][4700/7492] lr: 9.215e-03, eta: 1 day, 22:06:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6188, loss_cls: 7.1654, loss: 7.1654 2025-08-17 11:09:36,587 - pyskl - INFO - Epoch [108][4800/7492] lr: 9.210e-03, eta: 1 day, 22:05:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3638, top5_acc: 0.6234, loss_cls: 7.0043, loss: 7.0043 2025-08-17 11:10:28,927 - pyskl - INFO - Epoch [108][4900/7492] lr: 9.204e-03, eta: 1 day, 22:04:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3638, top5_acc: 0.6250, loss_cls: 7.1361, loss: 7.1361 2025-08-17 11:11:21,128 - pyskl - INFO - Epoch [108][5000/7492] lr: 9.199e-03, eta: 1 day, 22:03:54, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3566, top5_acc: 0.6222, loss_cls: 7.0520, loss: 7.0520 2025-08-17 11:12:13,873 - pyskl - INFO - Epoch [108][5100/7492] lr: 9.194e-03, eta: 1 day, 22:03:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6156, loss_cls: 7.1484, loss: 7.1484 2025-08-17 11:13:06,370 - pyskl - INFO - Epoch [108][5200/7492] lr: 9.188e-03, eta: 1 day, 22:02:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6259, loss_cls: 7.1372, loss: 7.1372 2025-08-17 11:13:59,203 - pyskl - INFO - Epoch [108][5300/7492] lr: 9.183e-03, eta: 1 day, 22:01:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6244, loss_cls: 7.0594, loss: 7.0594 2025-08-17 11:14:51,609 - pyskl - INFO - Epoch [108][5400/7492] lr: 9.177e-03, eta: 1 day, 22:00:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3522, top5_acc: 0.6131, loss_cls: 7.0535, loss: 7.0535 2025-08-17 11:15:44,086 - pyskl - INFO - Epoch [108][5500/7492] lr: 9.172e-03, eta: 1 day, 21:59:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3600, top5_acc: 0.6222, loss_cls: 7.1229, loss: 7.1229 2025-08-17 11:16:36,589 - pyskl - INFO - Epoch [108][5600/7492] lr: 9.167e-03, eta: 1 day, 21:58:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6300, loss_cls: 7.0312, loss: 7.0312 2025-08-17 11:17:28,776 - pyskl - INFO - Epoch [108][5700/7492] lr: 9.161e-03, eta: 1 day, 21:57:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6184, loss_cls: 7.0942, loss: 7.0942 2025-08-17 11:18:21,047 - pyskl - INFO - Epoch [108][5800/7492] lr: 9.156e-03, eta: 1 day, 21:56:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3478, top5_acc: 0.6078, loss_cls: 7.2105, loss: 7.2105 2025-08-17 11:19:13,560 - pyskl - INFO - Epoch [108][5900/7492] lr: 9.150e-03, eta: 1 day, 21:56:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3516, top5_acc: 0.6122, loss_cls: 7.1634, loss: 7.1634 2025-08-17 11:20:05,924 - pyskl - INFO - Epoch [108][6000/7492] lr: 9.145e-03, eta: 1 day, 21:55:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6312, loss_cls: 6.9949, loss: 6.9949 2025-08-17 11:20:58,179 - pyskl - INFO - Epoch [108][6100/7492] lr: 9.140e-03, eta: 1 day, 21:54:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3581, top5_acc: 0.6300, loss_cls: 7.0452, loss: 7.0452 2025-08-17 11:21:50,479 - pyskl - INFO - Epoch [108][6200/7492] lr: 9.134e-03, eta: 1 day, 21:53:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3506, top5_acc: 0.6250, loss_cls: 7.1706, loss: 7.1706 2025-08-17 11:22:43,064 - pyskl - INFO - Epoch [108][6300/7492] lr: 9.129e-03, eta: 1 day, 21:52:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3547, top5_acc: 0.6212, loss_cls: 7.1344, loss: 7.1344 2025-08-17 11:23:35,241 - pyskl - INFO - Epoch [108][6400/7492] lr: 9.123e-03, eta: 1 day, 21:51:42, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3516, top5_acc: 0.6084, loss_cls: 7.1733, loss: 7.1733 2025-08-17 11:24:27,672 - pyskl - INFO - Epoch [108][6500/7492] lr: 9.118e-03, eta: 1 day, 21:50:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3725, top5_acc: 0.6150, loss_cls: 7.1103, loss: 7.1103 2025-08-17 11:25:20,082 - pyskl - INFO - Epoch [108][6600/7492] lr: 9.113e-03, eta: 1 day, 21:49:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3494, top5_acc: 0.6178, loss_cls: 7.1317, loss: 7.1317 2025-08-17 11:26:12,423 - pyskl - INFO - Epoch [108][6700/7492] lr: 9.107e-03, eta: 1 day, 21:49:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6069, loss_cls: 7.2347, loss: 7.2347 2025-08-17 11:27:04,734 - pyskl - INFO - Epoch [108][6800/7492] lr: 9.102e-03, eta: 1 day, 21:48:13, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3722, top5_acc: 0.6244, loss_cls: 7.0441, loss: 7.0441 2025-08-17 11:27:56,847 - pyskl - INFO - Epoch [108][6900/7492] lr: 9.096e-03, eta: 1 day, 21:47:21, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3600, top5_acc: 0.6219, loss_cls: 7.1377, loss: 7.1377 2025-08-17 11:28:49,138 - pyskl - INFO - Epoch [108][7000/7492] lr: 9.091e-03, eta: 1 day, 21:46:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3541, top5_acc: 0.6153, loss_cls: 7.0951, loss: 7.0951 2025-08-17 11:29:41,406 - pyskl - INFO - Epoch [108][7100/7492] lr: 9.086e-03, eta: 1 day, 21:45:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3466, top5_acc: 0.6075, loss_cls: 7.1979, loss: 7.1979 2025-08-17 11:30:33,751 - pyskl - INFO - Epoch [108][7200/7492] lr: 9.080e-03, eta: 1 day, 21:44:44, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3575, top5_acc: 0.6138, loss_cls: 7.1532, loss: 7.1532 2025-08-17 11:31:26,393 - pyskl - INFO - Epoch [108][7300/7492] lr: 9.075e-03, eta: 1 day, 21:43:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6197, loss_cls: 7.1821, loss: 7.1821 2025-08-17 11:32:18,773 - pyskl - INFO - Epoch [108][7400/7492] lr: 9.069e-03, eta: 1 day, 21:43:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3556, top5_acc: 0.6231, loss_cls: 7.0927, loss: 7.0927 2025-08-17 11:33:08,062 - pyskl - INFO - Saving checkpoint at 108 epochs 2025-08-17 11:34:02,813 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 11:34:03,555 - pyskl - INFO - top1_acc 0.3117 top5_acc 0.5683 2025-08-17 11:34:03,556 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 11:34:03,601 - pyskl - INFO - mean_acc 0.3114 2025-08-17 11:34:03,616 - pyskl - INFO - Epoch(val) [108][617] top1_acc: 0.3117, top5_acc: 0.5683, mean_class_accuracy: 0.3114 2025-08-17 11:35:25,685 - pyskl - INFO - Epoch [109][100/7492] lr: 9.059e-03, eta: 1 day, 21:41:12, time: 0.821, data_time: 0.293, memory: 13026, top1_acc: 0.3775, top5_acc: 0.6462, loss_cls: 7.1132, loss: 7.1132 2025-08-17 11:36:18,409 - pyskl - INFO - Epoch [109][200/7492] lr: 9.054e-03, eta: 1 day, 21:40:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6219, loss_cls: 7.0505, loss: 7.0505 2025-08-17 11:37:10,811 - pyskl - INFO - Epoch [109][300/7492] lr: 9.048e-03, eta: 1 day, 21:39:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6284, loss_cls: 7.0940, loss: 7.0940 2025-08-17 11:38:03,424 - pyskl - INFO - Epoch [109][400/7492] lr: 9.043e-03, eta: 1 day, 21:38:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6275, loss_cls: 7.0256, loss: 7.0256 2025-08-17 11:38:56,024 - pyskl - INFO - Epoch [109][500/7492] lr: 9.038e-03, eta: 1 day, 21:37:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3725, top5_acc: 0.6491, loss_cls: 6.9578, loss: 6.9578 2025-08-17 11:39:48,731 - pyskl - INFO - Epoch [109][600/7492] lr: 9.032e-03, eta: 1 day, 21:36:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3719, top5_acc: 0.6381, loss_cls: 7.0111, loss: 7.0111 2025-08-17 11:40:41,824 - pyskl - INFO - Epoch [109][700/7492] lr: 9.027e-03, eta: 1 day, 21:35:59, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3663, top5_acc: 0.6266, loss_cls: 7.0595, loss: 7.0595 2025-08-17 11:41:34,547 - pyskl - INFO - Epoch [109][800/7492] lr: 9.021e-03, eta: 1 day, 21:35:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3881, top5_acc: 0.6391, loss_cls: 6.9356, loss: 6.9356 2025-08-17 11:42:27,374 - pyskl - INFO - Epoch [109][900/7492] lr: 9.016e-03, eta: 1 day, 21:34:15, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3722, top5_acc: 0.6341, loss_cls: 6.9748, loss: 6.9748 2025-08-17 11:43:20,054 - pyskl - INFO - Epoch [109][1000/7492] lr: 9.011e-03, eta: 1 day, 21:33:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6244, loss_cls: 7.1446, loss: 7.1446 2025-08-17 11:44:12,649 - pyskl - INFO - Epoch [109][1100/7492] lr: 9.005e-03, eta: 1 day, 21:32:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3641, top5_acc: 0.6372, loss_cls: 7.0412, loss: 7.0412 2025-08-17 11:45:05,330 - pyskl - INFO - Epoch [109][1200/7492] lr: 9.000e-03, eta: 1 day, 21:31:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3553, top5_acc: 0.6191, loss_cls: 7.1595, loss: 7.1595 2025-08-17 11:45:57,922 - pyskl - INFO - Epoch [109][1300/7492] lr: 8.995e-03, eta: 1 day, 21:30:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3716, top5_acc: 0.6319, loss_cls: 7.0511, loss: 7.0511 2025-08-17 11:46:50,352 - pyskl - INFO - Epoch [109][1400/7492] lr: 8.989e-03, eta: 1 day, 21:29:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6397, loss_cls: 6.9293, loss: 6.9293 2025-08-17 11:47:43,091 - pyskl - INFO - Epoch [109][1500/7492] lr: 8.984e-03, eta: 1 day, 21:29:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3831, top5_acc: 0.6381, loss_cls: 6.8328, loss: 6.8328 2025-08-17 11:48:35,642 - pyskl - INFO - Epoch [109][1600/7492] lr: 8.978e-03, eta: 1 day, 21:28:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3578, top5_acc: 0.6159, loss_cls: 7.0758, loss: 7.0758 2025-08-17 11:49:28,119 - pyskl - INFO - Epoch [109][1700/7492] lr: 8.973e-03, eta: 1 day, 21:27:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3809, top5_acc: 0.6425, loss_cls: 6.9684, loss: 6.9684 2025-08-17 11:50:20,725 - pyskl - INFO - Epoch [109][1800/7492] lr: 8.968e-03, eta: 1 day, 21:26:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3734, top5_acc: 0.6359, loss_cls: 7.0187, loss: 7.0187 2025-08-17 11:51:13,183 - pyskl - INFO - Epoch [109][1900/7492] lr: 8.962e-03, eta: 1 day, 21:25:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3591, top5_acc: 0.6312, loss_cls: 6.9806, loss: 6.9806 2025-08-17 11:52:05,947 - pyskl - INFO - Epoch [109][2000/7492] lr: 8.957e-03, eta: 1 day, 21:24:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3663, top5_acc: 0.6225, loss_cls: 7.1148, loss: 7.1148 2025-08-17 11:52:58,465 - pyskl - INFO - Epoch [109][2100/7492] lr: 8.952e-03, eta: 1 day, 21:23:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3816, top5_acc: 0.6419, loss_cls: 7.0184, loss: 7.0184 2025-08-17 11:53:51,005 - pyskl - INFO - Epoch [109][2200/7492] lr: 8.946e-03, eta: 1 day, 21:22:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6147, loss_cls: 7.0552, loss: 7.0552 2025-08-17 11:54:43,565 - pyskl - INFO - Epoch [109][2300/7492] lr: 8.941e-03, eta: 1 day, 21:22:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3700, top5_acc: 0.6266, loss_cls: 6.9817, loss: 6.9817 2025-08-17 11:55:35,956 - pyskl - INFO - Epoch [109][2400/7492] lr: 8.936e-03, eta: 1 day, 21:21:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3584, top5_acc: 0.6234, loss_cls: 7.0887, loss: 7.0887 2025-08-17 11:56:28,287 - pyskl - INFO - Epoch [109][2500/7492] lr: 8.930e-03, eta: 1 day, 21:20:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3622, top5_acc: 0.6119, loss_cls: 7.0890, loss: 7.0890 2025-08-17 11:57:20,985 - pyskl - INFO - Epoch [109][2600/7492] lr: 8.925e-03, eta: 1 day, 21:19:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6206, loss_cls: 7.1213, loss: 7.1213 2025-08-17 11:58:13,561 - pyskl - INFO - Epoch [109][2700/7492] lr: 8.920e-03, eta: 1 day, 21:18:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3787, top5_acc: 0.6441, loss_cls: 6.9772, loss: 6.9772 2025-08-17 11:59:06,153 - pyskl - INFO - Epoch [109][2800/7492] lr: 8.914e-03, eta: 1 day, 21:17:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6228, loss_cls: 7.1139, loss: 7.1139 2025-08-17 11:59:58,934 - pyskl - INFO - Epoch [109][2900/7492] lr: 8.909e-03, eta: 1 day, 21:16:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3709, top5_acc: 0.6141, loss_cls: 7.0372, loss: 7.0372 2025-08-17 12:00:51,574 - pyskl - INFO - Epoch [109][3000/7492] lr: 8.903e-03, eta: 1 day, 21:16:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3850, top5_acc: 0.6422, loss_cls: 6.9699, loss: 6.9699 2025-08-17 12:01:44,262 - pyskl - INFO - Epoch [109][3100/7492] lr: 8.898e-03, eta: 1 day, 21:15:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3713, top5_acc: 0.6225, loss_cls: 7.0546, loss: 7.0546 2025-08-17 12:02:36,683 - pyskl - INFO - Epoch [109][3200/7492] lr: 8.893e-03, eta: 1 day, 21:14:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3644, top5_acc: 0.6150, loss_cls: 7.1428, loss: 7.1428 2025-08-17 12:03:29,257 - pyskl - INFO - Epoch [109][3300/7492] lr: 8.887e-03, eta: 1 day, 21:13:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3691, top5_acc: 0.6266, loss_cls: 7.0426, loss: 7.0426 2025-08-17 12:04:21,820 - pyskl - INFO - Epoch [109][3400/7492] lr: 8.882e-03, eta: 1 day, 21:12:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3747, top5_acc: 0.6334, loss_cls: 7.0231, loss: 7.0231 2025-08-17 12:05:14,462 - pyskl - INFO - Epoch [109][3500/7492] lr: 8.877e-03, eta: 1 day, 21:11:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6150, loss_cls: 7.0589, loss: 7.0589 2025-08-17 12:06:07,145 - pyskl - INFO - Epoch [109][3600/7492] lr: 8.871e-03, eta: 1 day, 21:10:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3663, top5_acc: 0.6344, loss_cls: 7.0877, loss: 7.0877 2025-08-17 12:06:59,770 - pyskl - INFO - Epoch [109][3700/7492] lr: 8.866e-03, eta: 1 day, 21:09:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3531, top5_acc: 0.6181, loss_cls: 7.1210, loss: 7.1210 2025-08-17 12:07:52,324 - pyskl - INFO - Epoch [109][3800/7492] lr: 8.861e-03, eta: 1 day, 21:09:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3653, top5_acc: 0.6316, loss_cls: 7.0814, loss: 7.0814 2025-08-17 12:08:45,177 - pyskl - INFO - Epoch [109][3900/7492] lr: 8.855e-03, eta: 1 day, 21:08:10, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3656, top5_acc: 0.6297, loss_cls: 7.0265, loss: 7.0265 2025-08-17 12:09:38,244 - pyskl - INFO - Epoch [109][4000/7492] lr: 8.850e-03, eta: 1 day, 21:07:18, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3719, top5_acc: 0.6291, loss_cls: 7.0353, loss: 7.0353 2025-08-17 12:10:30,821 - pyskl - INFO - Epoch [109][4100/7492] lr: 8.845e-03, eta: 1 day, 21:06:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6484, loss_cls: 6.8864, loss: 6.8864 2025-08-17 12:11:23,696 - pyskl - INFO - Epoch [109][4200/7492] lr: 8.839e-03, eta: 1 day, 21:05:34, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6475, loss_cls: 6.9325, loss: 6.9325 2025-08-17 12:12:16,234 - pyskl - INFO - Epoch [109][4300/7492] lr: 8.834e-03, eta: 1 day, 21:04:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6228, loss_cls: 7.1190, loss: 7.1190 2025-08-17 12:13:08,702 - pyskl - INFO - Epoch [109][4400/7492] lr: 8.829e-03, eta: 1 day, 21:03:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6272, loss_cls: 7.0474, loss: 7.0474 2025-08-17 12:14:01,414 - pyskl - INFO - Epoch [109][4500/7492] lr: 8.823e-03, eta: 1 day, 21:02:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3663, top5_acc: 0.6319, loss_cls: 7.0640, loss: 7.0640 2025-08-17 12:14:54,105 - pyskl - INFO - Epoch [109][4600/7492] lr: 8.818e-03, eta: 1 day, 21:02:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3581, top5_acc: 0.6209, loss_cls: 7.1331, loss: 7.1331 2025-08-17 12:15:46,953 - pyskl - INFO - Epoch [109][4700/7492] lr: 8.813e-03, eta: 1 day, 21:01:13, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3613, top5_acc: 0.6219, loss_cls: 7.0686, loss: 7.0686 2025-08-17 12:16:39,683 - pyskl - INFO - Epoch [109][4800/7492] lr: 8.807e-03, eta: 1 day, 21:00:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3722, top5_acc: 0.6381, loss_cls: 6.9760, loss: 6.9760 2025-08-17 12:17:32,321 - pyskl - INFO - Epoch [109][4900/7492] lr: 8.802e-03, eta: 1 day, 20:59:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3575, top5_acc: 0.6262, loss_cls: 7.1235, loss: 7.1235 2025-08-17 12:18:24,782 - pyskl - INFO - Epoch [109][5000/7492] lr: 8.797e-03, eta: 1 day, 20:58:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3638, top5_acc: 0.6219, loss_cls: 7.1066, loss: 7.1066 2025-08-17 12:19:17,444 - pyskl - INFO - Epoch [109][5100/7492] lr: 8.791e-03, eta: 1 day, 20:57:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3809, top5_acc: 0.6325, loss_cls: 6.9265, loss: 6.9265 2025-08-17 12:20:10,048 - pyskl - INFO - Epoch [109][5200/7492] lr: 8.786e-03, eta: 1 day, 20:56:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6247, loss_cls: 7.1016, loss: 7.1016 2025-08-17 12:21:02,597 - pyskl - INFO - Epoch [109][5300/7492] lr: 8.781e-03, eta: 1 day, 20:56:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6272, loss_cls: 7.0475, loss: 7.0475 2025-08-17 12:21:55,122 - pyskl - INFO - Epoch [109][5400/7492] lr: 8.775e-03, eta: 1 day, 20:55:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3650, top5_acc: 0.6397, loss_cls: 7.0481, loss: 7.0481 2025-08-17 12:22:47,722 - pyskl - INFO - Epoch [109][5500/7492] lr: 8.770e-03, eta: 1 day, 20:54:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3822, top5_acc: 0.6391, loss_cls: 6.9599, loss: 6.9599 2025-08-17 12:23:40,331 - pyskl - INFO - Epoch [109][5600/7492] lr: 8.765e-03, eta: 1 day, 20:53:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3625, top5_acc: 0.6253, loss_cls: 7.0680, loss: 7.0680 2025-08-17 12:24:33,009 - pyskl - INFO - Epoch [109][5700/7492] lr: 8.760e-03, eta: 1 day, 20:52:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3528, top5_acc: 0.6294, loss_cls: 7.0717, loss: 7.0717 2025-08-17 12:25:25,713 - pyskl - INFO - Epoch [109][5800/7492] lr: 8.754e-03, eta: 1 day, 20:51:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3656, top5_acc: 0.6231, loss_cls: 7.1181, loss: 7.1181 2025-08-17 12:26:18,417 - pyskl - INFO - Epoch [109][5900/7492] lr: 8.749e-03, eta: 1 day, 20:50:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3606, top5_acc: 0.6347, loss_cls: 7.0901, loss: 7.0901 2025-08-17 12:27:11,045 - pyskl - INFO - Epoch [109][6000/7492] lr: 8.744e-03, eta: 1 day, 20:49:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3575, top5_acc: 0.6238, loss_cls: 7.1422, loss: 7.1422 2025-08-17 12:28:03,764 - pyskl - INFO - Epoch [109][6100/7492] lr: 8.738e-03, eta: 1 day, 20:49:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 7.0692, loss: 7.0692 2025-08-17 12:28:56,700 - pyskl - INFO - Epoch [109][6200/7492] lr: 8.733e-03, eta: 1 day, 20:48:11, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3609, top5_acc: 0.6356, loss_cls: 7.0699, loss: 7.0699 2025-08-17 12:29:49,408 - pyskl - INFO - Epoch [109][6300/7492] lr: 8.728e-03, eta: 1 day, 20:47:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3628, top5_acc: 0.6281, loss_cls: 7.0926, loss: 7.0926 2025-08-17 12:30:42,130 - pyskl - INFO - Epoch [109][6400/7492] lr: 8.722e-03, eta: 1 day, 20:46:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3581, top5_acc: 0.6278, loss_cls: 7.1049, loss: 7.1049 2025-08-17 12:31:34,830 - pyskl - INFO - Epoch [109][6500/7492] lr: 8.717e-03, eta: 1 day, 20:45:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6300, loss_cls: 7.1441, loss: 7.1441 2025-08-17 12:32:27,615 - pyskl - INFO - Epoch [109][6600/7492] lr: 8.712e-03, eta: 1 day, 20:44:42, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3644, top5_acc: 0.6072, loss_cls: 7.0449, loss: 7.0449 2025-08-17 12:33:20,345 - pyskl - INFO - Epoch [109][6700/7492] lr: 8.706e-03, eta: 1 day, 20:43:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3659, top5_acc: 0.6153, loss_cls: 7.1715, loss: 7.1715 2025-08-17 12:34:13,028 - pyskl - INFO - Epoch [109][6800/7492] lr: 8.701e-03, eta: 1 day, 20:42:58, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6334, loss_cls: 6.9631, loss: 6.9631 2025-08-17 12:35:05,791 - pyskl - INFO - Epoch [109][6900/7492] lr: 8.696e-03, eta: 1 day, 20:42:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3600, top5_acc: 0.6097, loss_cls: 7.1525, loss: 7.1525 2025-08-17 12:35:58,594 - pyskl - INFO - Epoch [109][7000/7492] lr: 8.691e-03, eta: 1 day, 20:41:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3778, top5_acc: 0.6231, loss_cls: 7.0857, loss: 7.0857 2025-08-17 12:36:51,329 - pyskl - INFO - Epoch [109][7100/7492] lr: 8.685e-03, eta: 1 day, 20:40:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3722, top5_acc: 0.6203, loss_cls: 7.1133, loss: 7.1133 2025-08-17 12:37:43,870 - pyskl - INFO - Epoch [109][7200/7492] lr: 8.680e-03, eta: 1 day, 20:39:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3606, top5_acc: 0.6175, loss_cls: 7.1127, loss: 7.1127 2025-08-17 12:38:36,670 - pyskl - INFO - Epoch [109][7300/7492] lr: 8.675e-03, eta: 1 day, 20:38:38, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3609, top5_acc: 0.6197, loss_cls: 7.1053, loss: 7.1053 2025-08-17 12:39:29,417 - pyskl - INFO - Epoch [109][7400/7492] lr: 8.669e-03, eta: 1 day, 20:37:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3903, top5_acc: 0.6456, loss_cls: 6.9356, loss: 6.9356 2025-08-17 12:40:19,009 - pyskl - INFO - Saving checkpoint at 109 epochs 2025-08-17 12:41:12,716 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 12:41:13,469 - pyskl - INFO - top1_acc 0.3204 top5_acc 0.5699 2025-08-17 12:41:13,469 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 12:41:13,513 - pyskl - INFO - mean_acc 0.3204 2025-08-17 12:41:13,526 - pyskl - INFO - Epoch(val) [109][617] top1_acc: 0.3204, top5_acc: 0.5699, mean_class_accuracy: 0.3204 2025-08-17 12:42:35,254 - pyskl - INFO - Epoch [110][100/7492] lr: 8.659e-03, eta: 1 day, 20:35:58, time: 0.817, data_time: 0.291, memory: 13026, top1_acc: 0.3831, top5_acc: 0.6325, loss_cls: 6.9053, loss: 6.9053 2025-08-17 12:43:27,400 - pyskl - INFO - Epoch [110][200/7492] lr: 8.654e-03, eta: 1 day, 20:35:06, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3809, top5_acc: 0.6459, loss_cls: 6.8870, loss: 6.8870 2025-08-17 12:44:19,530 - pyskl - INFO - Epoch [110][300/7492] lr: 8.649e-03, eta: 1 day, 20:34:13, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3791, top5_acc: 0.6519, loss_cls: 6.8488, loss: 6.8488 2025-08-17 12:45:11,689 - pyskl - INFO - Epoch [110][400/7492] lr: 8.643e-03, eta: 1 day, 20:33:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3694, top5_acc: 0.6359, loss_cls: 7.0312, loss: 7.0312 2025-08-17 12:46:03,984 - pyskl - INFO - Epoch [110][500/7492] lr: 8.638e-03, eta: 1 day, 20:32:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6241, loss_cls: 7.0624, loss: 7.0624 2025-08-17 12:46:56,324 - pyskl - INFO - Epoch [110][600/7492] lr: 8.633e-03, eta: 1 day, 20:31:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3728, top5_acc: 0.6281, loss_cls: 7.0360, loss: 7.0360 2025-08-17 12:47:49,020 - pyskl - INFO - Epoch [110][700/7492] lr: 8.628e-03, eta: 1 day, 20:30:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3906, top5_acc: 0.6653, loss_cls: 6.8013, loss: 6.8013 2025-08-17 12:48:41,923 - pyskl - INFO - Epoch [110][800/7492] lr: 8.622e-03, eta: 1 day, 20:29:52, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3594, top5_acc: 0.6284, loss_cls: 7.1533, loss: 7.1533 2025-08-17 12:49:34,738 - pyskl - INFO - Epoch [110][900/7492] lr: 8.617e-03, eta: 1 day, 20:29:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3891, top5_acc: 0.6384, loss_cls: 7.0083, loss: 7.0083 2025-08-17 12:50:27,012 - pyskl - INFO - Epoch [110][1000/7492] lr: 8.612e-03, eta: 1 day, 20:28:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3866, top5_acc: 0.6466, loss_cls: 6.9597, loss: 6.9597 2025-08-17 12:51:19,529 - pyskl - INFO - Epoch [110][1100/7492] lr: 8.606e-03, eta: 1 day, 20:27:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3709, top5_acc: 0.6300, loss_cls: 7.0009, loss: 7.0009 2025-08-17 12:52:12,140 - pyskl - INFO - Epoch [110][1200/7492] lr: 8.601e-03, eta: 1 day, 20:26:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3700, top5_acc: 0.6331, loss_cls: 7.0149, loss: 7.0149 2025-08-17 12:53:04,668 - pyskl - INFO - Epoch [110][1300/7492] lr: 8.596e-03, eta: 1 day, 20:25:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6434, loss_cls: 7.0731, loss: 7.0731 2025-08-17 12:53:57,112 - pyskl - INFO - Epoch [110][1400/7492] lr: 8.591e-03, eta: 1 day, 20:24:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3894, top5_acc: 0.6419, loss_cls: 7.0261, loss: 7.0261 2025-08-17 12:54:49,769 - pyskl - INFO - Epoch [110][1500/7492] lr: 8.585e-03, eta: 1 day, 20:23:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3744, top5_acc: 0.6394, loss_cls: 6.9756, loss: 6.9756 2025-08-17 12:55:42,027 - pyskl - INFO - Epoch [110][1600/7492] lr: 8.580e-03, eta: 1 day, 20:22:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6375, loss_cls: 7.0515, loss: 7.0515 2025-08-17 12:56:34,442 - pyskl - INFO - Epoch [110][1700/7492] lr: 8.575e-03, eta: 1 day, 20:22:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3866, top5_acc: 0.6553, loss_cls: 6.8579, loss: 6.8579 2025-08-17 12:57:26,854 - pyskl - INFO - Epoch [110][1800/7492] lr: 8.570e-03, eta: 1 day, 20:21:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3713, top5_acc: 0.6297, loss_cls: 6.9877, loss: 6.9877 2025-08-17 12:58:19,271 - pyskl - INFO - Epoch [110][1900/7492] lr: 8.564e-03, eta: 1 day, 20:20:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3841, top5_acc: 0.6384, loss_cls: 6.9453, loss: 6.9453 2025-08-17 12:59:11,883 - pyskl - INFO - Epoch [110][2000/7492] lr: 8.559e-03, eta: 1 day, 20:19:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3791, top5_acc: 0.6259, loss_cls: 6.9436, loss: 6.9436 2025-08-17 13:00:04,255 - pyskl - INFO - Epoch [110][2100/7492] lr: 8.554e-03, eta: 1 day, 20:18:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3716, top5_acc: 0.6316, loss_cls: 6.9498, loss: 6.9498 2025-08-17 13:00:56,533 - pyskl - INFO - Epoch [110][2200/7492] lr: 8.548e-03, eta: 1 day, 20:17:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3762, top5_acc: 0.6238, loss_cls: 7.0373, loss: 7.0373 2025-08-17 13:01:48,905 - pyskl - INFO - Epoch [110][2300/7492] lr: 8.543e-03, eta: 1 day, 20:16:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3747, top5_acc: 0.6312, loss_cls: 7.1026, loss: 7.1026 2025-08-17 13:02:41,300 - pyskl - INFO - Epoch [110][2400/7492] lr: 8.538e-03, eta: 1 day, 20:15:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3744, top5_acc: 0.6309, loss_cls: 7.0762, loss: 7.0762 2025-08-17 13:03:34,092 - pyskl - INFO - Epoch [110][2500/7492] lr: 8.533e-03, eta: 1 day, 20:15:05, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3794, top5_acc: 0.6319, loss_cls: 7.0227, loss: 7.0227 2025-08-17 13:04:26,520 - pyskl - INFO - Epoch [110][2600/7492] lr: 8.527e-03, eta: 1 day, 20:14:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3719, top5_acc: 0.6269, loss_cls: 7.0314, loss: 7.0314 2025-08-17 13:05:18,606 - pyskl - INFO - Epoch [110][2700/7492] lr: 8.522e-03, eta: 1 day, 20:13:20, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6347, loss_cls: 7.0245, loss: 7.0245 2025-08-17 13:06:10,963 - pyskl - INFO - Epoch [110][2800/7492] lr: 8.517e-03, eta: 1 day, 20:12:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6331, loss_cls: 6.9889, loss: 6.9889 2025-08-17 13:07:03,169 - pyskl - INFO - Epoch [110][2900/7492] lr: 8.512e-03, eta: 1 day, 20:11:35, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6338, loss_cls: 7.1014, loss: 7.1014 2025-08-17 13:07:55,628 - pyskl - INFO - Epoch [110][3000/7492] lr: 8.506e-03, eta: 1 day, 20:10:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3856, top5_acc: 0.6294, loss_cls: 7.0258, loss: 7.0258 2025-08-17 13:08:48,181 - pyskl - INFO - Epoch [110][3100/7492] lr: 8.501e-03, eta: 1 day, 20:09:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6419, loss_cls: 6.9271, loss: 6.9271 2025-08-17 13:09:40,669 - pyskl - INFO - Epoch [110][3200/7492] lr: 8.496e-03, eta: 1 day, 20:08:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3697, top5_acc: 0.6241, loss_cls: 7.0860, loss: 7.0860 2025-08-17 13:10:32,982 - pyskl - INFO - Epoch [110][3300/7492] lr: 8.491e-03, eta: 1 day, 20:08:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3550, top5_acc: 0.6288, loss_cls: 7.0556, loss: 7.0556 2025-08-17 13:11:25,103 - pyskl - INFO - Epoch [110][3400/7492] lr: 8.485e-03, eta: 1 day, 20:07:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3703, top5_acc: 0.6244, loss_cls: 7.0814, loss: 7.0814 2025-08-17 13:12:17,511 - pyskl - INFO - Epoch [110][3500/7492] lr: 8.480e-03, eta: 1 day, 20:06:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3569, top5_acc: 0.6166, loss_cls: 7.1009, loss: 7.1009 2025-08-17 13:13:09,932 - pyskl - INFO - Epoch [110][3600/7492] lr: 8.475e-03, eta: 1 day, 20:05:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6206, loss_cls: 7.1550, loss: 7.1550 2025-08-17 13:14:02,479 - pyskl - INFO - Epoch [110][3700/7492] lr: 8.470e-03, eta: 1 day, 20:04:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3606, top5_acc: 0.6178, loss_cls: 7.1224, loss: 7.1224 2025-08-17 13:14:54,820 - pyskl - INFO - Epoch [110][3800/7492] lr: 8.464e-03, eta: 1 day, 20:03:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6316, loss_cls: 6.9705, loss: 6.9705 2025-08-17 13:15:47,335 - pyskl - INFO - Epoch [110][3900/7492] lr: 8.459e-03, eta: 1 day, 20:02:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6241, loss_cls: 7.1836, loss: 7.1836 2025-08-17 13:16:39,570 - pyskl - INFO - Epoch [110][4000/7492] lr: 8.454e-03, eta: 1 day, 20:02:01, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6206, loss_cls: 6.9834, loss: 6.9834 2025-08-17 13:17:32,257 - pyskl - INFO - Epoch [110][4100/7492] lr: 8.449e-03, eta: 1 day, 20:01:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3650, top5_acc: 0.6322, loss_cls: 7.0105, loss: 7.0105 2025-08-17 13:18:24,937 - pyskl - INFO - Epoch [110][4200/7492] lr: 8.443e-03, eta: 1 day, 20:00:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6262, loss_cls: 7.0574, loss: 7.0574 2025-08-17 13:19:17,060 - pyskl - INFO - Epoch [110][4300/7492] lr: 8.438e-03, eta: 1 day, 19:59:24, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6325, loss_cls: 7.0281, loss: 7.0281 2025-08-17 13:20:09,528 - pyskl - INFO - Epoch [110][4400/7492] lr: 8.433e-03, eta: 1 day, 19:58:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6306, loss_cls: 7.0235, loss: 7.0235 2025-08-17 13:21:01,892 - pyskl - INFO - Epoch [110][4500/7492] lr: 8.428e-03, eta: 1 day, 19:57:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3416, top5_acc: 0.6038, loss_cls: 7.1580, loss: 7.1580 2025-08-17 13:21:54,334 - pyskl - INFO - Epoch [110][4600/7492] lr: 8.423e-03, eta: 1 day, 19:56:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3663, top5_acc: 0.6291, loss_cls: 7.0032, loss: 7.0032 2025-08-17 13:22:46,758 - pyskl - INFO - Epoch [110][4700/7492] lr: 8.417e-03, eta: 1 day, 19:55:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3550, top5_acc: 0.6291, loss_cls: 7.0660, loss: 7.0660 2025-08-17 13:23:39,360 - pyskl - INFO - Epoch [110][4800/7492] lr: 8.412e-03, eta: 1 day, 19:55:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3741, top5_acc: 0.6338, loss_cls: 6.9949, loss: 6.9949 2025-08-17 13:24:31,828 - pyskl - INFO - Epoch [110][4900/7492] lr: 8.407e-03, eta: 1 day, 19:54:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3600, top5_acc: 0.6256, loss_cls: 7.0432, loss: 7.0432 2025-08-17 13:25:24,722 - pyskl - INFO - Epoch [110][5000/7492] lr: 8.402e-03, eta: 1 day, 19:53:19, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3559, top5_acc: 0.6259, loss_cls: 7.0468, loss: 7.0468 2025-08-17 13:26:17,489 - pyskl - INFO - Epoch [110][5100/7492] lr: 8.396e-03, eta: 1 day, 19:52:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6288, loss_cls: 7.0951, loss: 7.0951 2025-08-17 13:27:09,991 - pyskl - INFO - Epoch [110][5200/7492] lr: 8.391e-03, eta: 1 day, 19:51:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3741, top5_acc: 0.6359, loss_cls: 7.0322, loss: 7.0322 2025-08-17 13:28:02,648 - pyskl - INFO - Epoch [110][5300/7492] lr: 8.386e-03, eta: 1 day, 19:50:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3744, top5_acc: 0.6297, loss_cls: 7.0407, loss: 7.0407 2025-08-17 13:28:55,273 - pyskl - INFO - Epoch [110][5400/7492] lr: 8.381e-03, eta: 1 day, 19:49:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3578, top5_acc: 0.6234, loss_cls: 7.0735, loss: 7.0735 2025-08-17 13:29:47,868 - pyskl - INFO - Epoch [110][5500/7492] lr: 8.376e-03, eta: 1 day, 19:48:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6222, loss_cls: 7.0546, loss: 7.0546 2025-08-17 13:30:40,347 - pyskl - INFO - Epoch [110][5600/7492] lr: 8.370e-03, eta: 1 day, 19:48:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6216, loss_cls: 7.0819, loss: 7.0819 2025-08-17 13:31:32,724 - pyskl - INFO - Epoch [110][5700/7492] lr: 8.365e-03, eta: 1 day, 19:47:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3659, top5_acc: 0.6366, loss_cls: 7.0341, loss: 7.0341 2025-08-17 13:32:25,301 - pyskl - INFO - Epoch [110][5800/7492] lr: 8.360e-03, eta: 1 day, 19:46:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6309, loss_cls: 7.0792, loss: 7.0792 2025-08-17 13:33:17,833 - pyskl - INFO - Epoch [110][5900/7492] lr: 8.355e-03, eta: 1 day, 19:45:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3597, top5_acc: 0.6222, loss_cls: 6.9978, loss: 6.9978 2025-08-17 13:34:10,207 - pyskl - INFO - Epoch [110][6000/7492] lr: 8.349e-03, eta: 1 day, 19:44:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6475, loss_cls: 6.9026, loss: 6.9026 2025-08-17 13:35:02,734 - pyskl - INFO - Epoch [110][6100/7492] lr: 8.344e-03, eta: 1 day, 19:43:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3628, top5_acc: 0.6375, loss_cls: 6.9882, loss: 6.9882 2025-08-17 13:35:55,421 - pyskl - INFO - Epoch [110][6200/7492] lr: 8.339e-03, eta: 1 day, 19:42:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3628, top5_acc: 0.6266, loss_cls: 7.0707, loss: 7.0707 2025-08-17 13:36:48,025 - pyskl - INFO - Epoch [110][6300/7492] lr: 8.334e-03, eta: 1 day, 19:42:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3719, top5_acc: 0.6325, loss_cls: 7.0469, loss: 7.0469 2025-08-17 13:37:40,695 - pyskl - INFO - Epoch [110][6400/7492] lr: 8.329e-03, eta: 1 day, 19:41:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6172, loss_cls: 6.9929, loss: 6.9929 2025-08-17 13:38:33,082 - pyskl - INFO - Epoch [110][6500/7492] lr: 8.323e-03, eta: 1 day, 19:40:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3641, top5_acc: 0.6266, loss_cls: 7.0814, loss: 7.0814 2025-08-17 13:39:25,484 - pyskl - INFO - Epoch [110][6600/7492] lr: 8.318e-03, eta: 1 day, 19:39:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3597, top5_acc: 0.6297, loss_cls: 7.0752, loss: 7.0752 2025-08-17 13:40:18,070 - pyskl - INFO - Epoch [110][6700/7492] lr: 8.313e-03, eta: 1 day, 19:38:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3778, top5_acc: 0.6244, loss_cls: 6.9790, loss: 6.9790 2025-08-17 13:41:10,596 - pyskl - INFO - Epoch [110][6800/7492] lr: 8.308e-03, eta: 1 day, 19:37:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3694, top5_acc: 0.6309, loss_cls: 7.0572, loss: 7.0572 2025-08-17 13:42:02,931 - pyskl - INFO - Epoch [110][6900/7492] lr: 8.303e-03, eta: 1 day, 19:36:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3647, top5_acc: 0.6366, loss_cls: 6.9653, loss: 6.9653 2025-08-17 13:42:55,323 - pyskl - INFO - Epoch [110][7000/7492] lr: 8.297e-03, eta: 1 day, 19:35:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3941, top5_acc: 0.6369, loss_cls: 6.8957, loss: 6.8957 2025-08-17 13:43:47,901 - pyskl - INFO - Epoch [110][7100/7492] lr: 8.292e-03, eta: 1 day, 19:35:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3812, top5_acc: 0.6291, loss_cls: 7.0215, loss: 7.0215 2025-08-17 13:44:40,490 - pyskl - INFO - Epoch [110][7200/7492] lr: 8.287e-03, eta: 1 day, 19:34:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3709, top5_acc: 0.6391, loss_cls: 7.0051, loss: 7.0051 2025-08-17 13:45:32,985 - pyskl - INFO - Epoch [110][7300/7492] lr: 8.282e-03, eta: 1 day, 19:33:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3472, top5_acc: 0.6138, loss_cls: 7.1797, loss: 7.1797 2025-08-17 13:46:25,525 - pyskl - INFO - Epoch [110][7400/7492] lr: 8.277e-03, eta: 1 day, 19:32:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3616, top5_acc: 0.6231, loss_cls: 7.1233, loss: 7.1233 2025-08-17 13:47:15,148 - pyskl - INFO - Saving checkpoint at 110 epochs 2025-08-17 13:48:08,495 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 13:48:09,237 - pyskl - INFO - top1_acc 0.3197 top5_acc 0.5746 2025-08-17 13:48:09,237 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 13:48:09,281 - pyskl - INFO - mean_acc 0.3195 2025-08-17 13:48:09,295 - pyskl - INFO - Epoch(val) [110][617] top1_acc: 0.3197, top5_acc: 0.5746, mean_class_accuracy: 0.3195 2025-08-17 13:49:30,758 - pyskl - INFO - Epoch [111][100/7492] lr: 8.267e-03, eta: 1 day, 19:30:39, time: 0.815, data_time: 0.290, memory: 13026, top1_acc: 0.3747, top5_acc: 0.6466, loss_cls: 6.8891, loss: 6.8891 2025-08-17 13:50:22,858 - pyskl - INFO - Epoch [111][200/7492] lr: 8.261e-03, eta: 1 day, 19:29:46, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3803, top5_acc: 0.6462, loss_cls: 6.9027, loss: 6.9027 2025-08-17 13:51:15,156 - pyskl - INFO - Epoch [111][300/7492] lr: 8.256e-03, eta: 1 day, 19:28:54, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3772, top5_acc: 0.6303, loss_cls: 6.9674, loss: 6.9674 2025-08-17 13:52:07,459 - pyskl - INFO - Epoch [111][400/7492] lr: 8.251e-03, eta: 1 day, 19:28:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3878, top5_acc: 0.6434, loss_cls: 6.9454, loss: 6.9454 2025-08-17 13:52:59,698 - pyskl - INFO - Epoch [111][500/7492] lr: 8.246e-03, eta: 1 day, 19:27:09, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3678, top5_acc: 0.6416, loss_cls: 7.0340, loss: 7.0340 2025-08-17 13:53:52,006 - pyskl - INFO - Epoch [111][600/7492] lr: 8.241e-03, eta: 1 day, 19:26:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3872, top5_acc: 0.6528, loss_cls: 6.8600, loss: 6.8600 2025-08-17 13:54:44,386 - pyskl - INFO - Epoch [111][700/7492] lr: 8.235e-03, eta: 1 day, 19:25:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3753, top5_acc: 0.6425, loss_cls: 6.9583, loss: 6.9583 2025-08-17 13:55:37,241 - pyskl - INFO - Epoch [111][800/7492] lr: 8.230e-03, eta: 1 day, 19:24:33, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6316, loss_cls: 7.0534, loss: 7.0534 2025-08-17 13:56:29,812 - pyskl - INFO - Epoch [111][900/7492] lr: 8.225e-03, eta: 1 day, 19:23:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3884, top5_acc: 0.6500, loss_cls: 6.9181, loss: 6.9181 2025-08-17 13:57:22,262 - pyskl - INFO - Epoch [111][1000/7492] lr: 8.220e-03, eta: 1 day, 19:22:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3769, top5_acc: 0.6316, loss_cls: 6.9440, loss: 6.9440 2025-08-17 13:58:14,966 - pyskl - INFO - Epoch [111][1100/7492] lr: 8.215e-03, eta: 1 day, 19:21:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3741, top5_acc: 0.6344, loss_cls: 6.9662, loss: 6.9662 2025-08-17 13:59:07,532 - pyskl - INFO - Epoch [111][1200/7492] lr: 8.210e-03, eta: 1 day, 19:21:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3856, top5_acc: 0.6444, loss_cls: 6.9221, loss: 6.9221 2025-08-17 13:59:59,861 - pyskl - INFO - Epoch [111][1300/7492] lr: 8.204e-03, eta: 1 day, 19:20:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3650, top5_acc: 0.6281, loss_cls: 7.0451, loss: 7.0451 2025-08-17 14:00:52,289 - pyskl - INFO - Epoch [111][1400/7492] lr: 8.199e-03, eta: 1 day, 19:19:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6372, loss_cls: 6.8588, loss: 6.8588 2025-08-17 14:01:44,901 - pyskl - INFO - Epoch [111][1500/7492] lr: 8.194e-03, eta: 1 day, 19:18:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3653, top5_acc: 0.6525, loss_cls: 6.9106, loss: 6.9106 2025-08-17 14:02:37,497 - pyskl - INFO - Epoch [111][1600/7492] lr: 8.189e-03, eta: 1 day, 19:17:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3897, top5_acc: 0.6478, loss_cls: 6.8882, loss: 6.8882 2025-08-17 14:03:30,484 - pyskl - INFO - Epoch [111][1700/7492] lr: 8.184e-03, eta: 1 day, 19:16:43, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3928, top5_acc: 0.6516, loss_cls: 6.8500, loss: 6.8500 2025-08-17 14:04:22,912 - pyskl - INFO - Epoch [111][1800/7492] lr: 8.179e-03, eta: 1 day, 19:15:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3797, top5_acc: 0.6353, loss_cls: 6.9491, loss: 6.9491 2025-08-17 14:05:15,719 - pyskl - INFO - Epoch [111][1900/7492] lr: 8.173e-03, eta: 1 day, 19:14:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3834, top5_acc: 0.6444, loss_cls: 6.8727, loss: 6.8727 2025-08-17 14:06:08,254 - pyskl - INFO - Epoch [111][2000/7492] lr: 8.168e-03, eta: 1 day, 19:14:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3678, top5_acc: 0.6253, loss_cls: 7.1037, loss: 7.1037 2025-08-17 14:07:00,261 - pyskl - INFO - Epoch [111][2100/7492] lr: 8.163e-03, eta: 1 day, 19:13:14, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3703, top5_acc: 0.6291, loss_cls: 7.0383, loss: 7.0383 2025-08-17 14:07:52,818 - pyskl - INFO - Epoch [111][2200/7492] lr: 8.158e-03, eta: 1 day, 19:12:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3778, top5_acc: 0.6294, loss_cls: 7.0072, loss: 7.0072 2025-08-17 14:08:45,207 - pyskl - INFO - Epoch [111][2300/7492] lr: 8.153e-03, eta: 1 day, 19:11:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6256, loss_cls: 6.9846, loss: 6.9846 2025-08-17 14:09:37,569 - pyskl - INFO - Epoch [111][2400/7492] lr: 8.148e-03, eta: 1 day, 19:10:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3703, top5_acc: 0.6369, loss_cls: 7.0272, loss: 7.0272 2025-08-17 14:10:29,963 - pyskl - INFO - Epoch [111][2500/7492] lr: 8.142e-03, eta: 1 day, 19:09:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3834, top5_acc: 0.6553, loss_cls: 6.9287, loss: 6.9287 2025-08-17 14:11:22,293 - pyskl - INFO - Epoch [111][2600/7492] lr: 8.137e-03, eta: 1 day, 19:08:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6306, loss_cls: 6.9913, loss: 6.9913 2025-08-17 14:12:14,768 - pyskl - INFO - Epoch [111][2700/7492] lr: 8.132e-03, eta: 1 day, 19:08:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3697, top5_acc: 0.6328, loss_cls: 6.9955, loss: 6.9955 2025-08-17 14:13:07,336 - pyskl - INFO - Epoch [111][2800/7492] lr: 8.127e-03, eta: 1 day, 19:07:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3600, top5_acc: 0.6228, loss_cls: 7.0742, loss: 7.0742 2025-08-17 14:13:59,660 - pyskl - INFO - Epoch [111][2900/7492] lr: 8.122e-03, eta: 1 day, 19:06:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3700, top5_acc: 0.6231, loss_cls: 7.0192, loss: 7.0192 2025-08-17 14:14:52,315 - pyskl - INFO - Epoch [111][3000/7492] lr: 8.117e-03, eta: 1 day, 19:05:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3744, top5_acc: 0.6347, loss_cls: 6.9776, loss: 6.9776 2025-08-17 14:15:45,080 - pyskl - INFO - Epoch [111][3100/7492] lr: 8.111e-03, eta: 1 day, 19:04:32, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6412, loss_cls: 7.0076, loss: 7.0076 2025-08-17 14:16:37,576 - pyskl - INFO - Epoch [111][3200/7492] lr: 8.106e-03, eta: 1 day, 19:03:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3659, top5_acc: 0.6288, loss_cls: 7.0345, loss: 7.0345 2025-08-17 14:17:29,968 - pyskl - INFO - Epoch [111][3300/7492] lr: 8.101e-03, eta: 1 day, 19:02:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3866, top5_acc: 0.6431, loss_cls: 6.8831, loss: 6.8831 2025-08-17 14:18:22,266 - pyskl - INFO - Epoch [111][3400/7492] lr: 8.096e-03, eta: 1 day, 19:01:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3675, top5_acc: 0.6181, loss_cls: 7.0848, loss: 7.0848 2025-08-17 14:19:14,760 - pyskl - INFO - Epoch [111][3500/7492] lr: 8.091e-03, eta: 1 day, 19:01:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3656, top5_acc: 0.6309, loss_cls: 7.0893, loss: 7.0893 2025-08-17 14:20:07,189 - pyskl - INFO - Epoch [111][3600/7492] lr: 8.086e-03, eta: 1 day, 19:00:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3806, top5_acc: 0.6381, loss_cls: 6.9637, loss: 6.9637 2025-08-17 14:20:59,617 - pyskl - INFO - Epoch [111][3700/7492] lr: 8.081e-03, eta: 1 day, 18:59:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3631, top5_acc: 0.6309, loss_cls: 6.9931, loss: 6.9931 2025-08-17 14:21:51,895 - pyskl - INFO - Epoch [111][3800/7492] lr: 8.075e-03, eta: 1 day, 18:58:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3837, top5_acc: 0.6469, loss_cls: 6.9339, loss: 6.9339 2025-08-17 14:22:44,189 - pyskl - INFO - Epoch [111][3900/7492] lr: 8.070e-03, eta: 1 day, 18:57:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6419, loss_cls: 6.9497, loss: 6.9497 2025-08-17 14:23:36,607 - pyskl - INFO - Epoch [111][4000/7492] lr: 8.065e-03, eta: 1 day, 18:56:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3862, top5_acc: 0.6459, loss_cls: 6.9267, loss: 6.9267 2025-08-17 14:24:29,313 - pyskl - INFO - Epoch [111][4100/7492] lr: 8.060e-03, eta: 1 day, 18:55:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3925, top5_acc: 0.6444, loss_cls: 6.9357, loss: 6.9357 2025-08-17 14:25:21,886 - pyskl - INFO - Epoch [111][4200/7492] lr: 8.055e-03, eta: 1 day, 18:54:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3762, top5_acc: 0.6338, loss_cls: 7.0072, loss: 7.0072 2025-08-17 14:26:14,183 - pyskl - INFO - Epoch [111][4300/7492] lr: 8.050e-03, eta: 1 day, 18:54:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3575, top5_acc: 0.6125, loss_cls: 7.0942, loss: 7.0942 2025-08-17 14:27:06,559 - pyskl - INFO - Epoch [111][4400/7492] lr: 8.045e-03, eta: 1 day, 18:53:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3781, top5_acc: 0.6353, loss_cls: 7.0413, loss: 7.0413 2025-08-17 14:27:59,089 - pyskl - INFO - Epoch [111][4500/7492] lr: 8.039e-03, eta: 1 day, 18:52:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3812, top5_acc: 0.6456, loss_cls: 6.8877, loss: 6.8877 2025-08-17 14:28:51,545 - pyskl - INFO - Epoch [111][4600/7492] lr: 8.034e-03, eta: 1 day, 18:51:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3572, top5_acc: 0.6422, loss_cls: 6.9541, loss: 6.9541 2025-08-17 14:29:44,297 - pyskl - INFO - Epoch [111][4700/7492] lr: 8.029e-03, eta: 1 day, 18:50:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3603, top5_acc: 0.6238, loss_cls: 7.0444, loss: 7.0444 2025-08-17 14:30:36,604 - pyskl - INFO - Epoch [111][4800/7492] lr: 8.024e-03, eta: 1 day, 18:49:44, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3897, top5_acc: 0.6459, loss_cls: 6.8764, loss: 6.8764 2025-08-17 14:31:28,971 - pyskl - INFO - Epoch [111][4900/7492] lr: 8.019e-03, eta: 1 day, 18:48:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3713, top5_acc: 0.6197, loss_cls: 7.0696, loss: 7.0696 2025-08-17 14:32:21,450 - pyskl - INFO - Epoch [111][5000/7492] lr: 8.014e-03, eta: 1 day, 18:48:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3709, top5_acc: 0.6328, loss_cls: 7.0081, loss: 7.0081 2025-08-17 14:33:13,704 - pyskl - INFO - Epoch [111][5100/7492] lr: 8.009e-03, eta: 1 day, 18:47:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 7.0012, loss: 7.0012 2025-08-17 14:34:06,369 - pyskl - INFO - Epoch [111][5200/7492] lr: 8.003e-03, eta: 1 day, 18:46:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3713, top5_acc: 0.6281, loss_cls: 6.9928, loss: 6.9928 2025-08-17 14:34:59,021 - pyskl - INFO - Epoch [111][5300/7492] lr: 7.998e-03, eta: 1 day, 18:45:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3706, top5_acc: 0.6241, loss_cls: 7.1351, loss: 7.1351 2025-08-17 14:35:51,551 - pyskl - INFO - Epoch [111][5400/7492] lr: 7.993e-03, eta: 1 day, 18:44:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3769, top5_acc: 0.6362, loss_cls: 6.8957, loss: 6.8957 2025-08-17 14:36:43,918 - pyskl - INFO - Epoch [111][5500/7492] lr: 7.988e-03, eta: 1 day, 18:43:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3622, top5_acc: 0.6291, loss_cls: 7.0725, loss: 7.0725 2025-08-17 14:37:36,345 - pyskl - INFO - Epoch [111][5600/7492] lr: 7.983e-03, eta: 1 day, 18:42:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3656, top5_acc: 0.6306, loss_cls: 6.9566, loss: 6.9566 2025-08-17 14:38:28,882 - pyskl - INFO - Epoch [111][5700/7492] lr: 7.978e-03, eta: 1 day, 18:41:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3787, top5_acc: 0.6341, loss_cls: 6.9660, loss: 6.9660 2025-08-17 14:39:21,258 - pyskl - INFO - Epoch [111][5800/7492] lr: 7.973e-03, eta: 1 day, 18:41:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3703, top5_acc: 0.6331, loss_cls: 7.0087, loss: 7.0087 2025-08-17 14:40:13,561 - pyskl - INFO - Epoch [111][5900/7492] lr: 7.968e-03, eta: 1 day, 18:40:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6228, loss_cls: 7.0402, loss: 7.0402 2025-08-17 14:41:05,957 - pyskl - INFO - Epoch [111][6000/7492] lr: 7.963e-03, eta: 1 day, 18:39:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3706, top5_acc: 0.6328, loss_cls: 7.0363, loss: 7.0363 2025-08-17 14:41:58,579 - pyskl - INFO - Epoch [111][6100/7492] lr: 7.957e-03, eta: 1 day, 18:38:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6309, loss_cls: 6.9472, loss: 6.9472 2025-08-17 14:42:51,126 - pyskl - INFO - Epoch [111][6200/7492] lr: 7.952e-03, eta: 1 day, 18:37:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3538, top5_acc: 0.6116, loss_cls: 7.0877, loss: 7.0877 2025-08-17 14:43:43,863 - pyskl - INFO - Epoch [111][6300/7492] lr: 7.947e-03, eta: 1 day, 18:36:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3606, top5_acc: 0.6225, loss_cls: 7.0907, loss: 7.0907 2025-08-17 14:44:36,494 - pyskl - INFO - Epoch [111][6400/7492] lr: 7.942e-03, eta: 1 day, 18:35:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 6.8796, loss: 6.8796 2025-08-17 14:45:28,623 - pyskl - INFO - Epoch [111][6500/7492] lr: 7.937e-03, eta: 1 day, 18:34:56, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6472, loss_cls: 6.8329, loss: 6.8329 2025-08-17 14:46:21,107 - pyskl - INFO - Epoch [111][6600/7492] lr: 7.932e-03, eta: 1 day, 18:34:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3747, top5_acc: 0.6438, loss_cls: 7.0251, loss: 7.0251 2025-08-17 14:47:13,567 - pyskl - INFO - Epoch [111][6700/7492] lr: 7.927e-03, eta: 1 day, 18:33:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3647, top5_acc: 0.6175, loss_cls: 7.0372, loss: 7.0372 2025-08-17 14:48:06,118 - pyskl - INFO - Epoch [111][6800/7492] lr: 7.922e-03, eta: 1 day, 18:32:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3750, top5_acc: 0.6328, loss_cls: 7.0844, loss: 7.0844 2025-08-17 14:48:58,551 - pyskl - INFO - Epoch [111][6900/7492] lr: 7.917e-03, eta: 1 day, 18:31:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3734, top5_acc: 0.6325, loss_cls: 6.9117, loss: 6.9117 2025-08-17 14:49:51,185 - pyskl - INFO - Epoch [111][7000/7492] lr: 7.911e-03, eta: 1 day, 18:30:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3703, top5_acc: 0.6338, loss_cls: 7.0218, loss: 7.0218 2025-08-17 14:50:43,607 - pyskl - INFO - Epoch [111][7100/7492] lr: 7.906e-03, eta: 1 day, 18:29:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6244, loss_cls: 7.0672, loss: 7.0672 2025-08-17 14:51:35,951 - pyskl - INFO - Epoch [111][7200/7492] lr: 7.901e-03, eta: 1 day, 18:28:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3700, top5_acc: 0.6406, loss_cls: 6.9129, loss: 6.9129 2025-08-17 14:52:28,599 - pyskl - INFO - Epoch [111][7300/7492] lr: 7.896e-03, eta: 1 day, 18:27:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3703, top5_acc: 0.6388, loss_cls: 6.8731, loss: 6.8731 2025-08-17 14:53:21,640 - pyskl - INFO - Epoch [111][7400/7492] lr: 7.891e-03, eta: 1 day, 18:27:07, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3725, top5_acc: 0.6362, loss_cls: 6.9271, loss: 6.9271 2025-08-17 14:54:11,212 - pyskl - INFO - Saving checkpoint at 111 epochs 2025-08-17 14:55:05,624 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 14:55:06,366 - pyskl - INFO - top1_acc 0.3263 top5_acc 0.5821 2025-08-17 14:55:06,366 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 14:55:06,408 - pyskl - INFO - mean_acc 0.3260 2025-08-17 14:55:06,476 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_107.pth was removed 2025-08-17 14:55:07,544 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_111.pth. 2025-08-17 14:55:07,545 - pyskl - INFO - Best top1_acc is 0.3263 at 111 epoch. 2025-08-17 14:55:07,563 - pyskl - INFO - Epoch(val) [111][617] top1_acc: 0.3263, top5_acc: 0.5821, mean_class_accuracy: 0.3260 2025-08-17 14:56:28,930 - pyskl - INFO - Epoch [112][100/7492] lr: 7.881e-03, eta: 1 day, 18:25:20, time: 0.814, data_time: 0.290, memory: 13026, top1_acc: 0.3862, top5_acc: 0.6528, loss_cls: 6.9232, loss: 6.9232 2025-08-17 14:57:20,933 - pyskl - INFO - Epoch [112][200/7492] lr: 7.876e-03, eta: 1 day, 18:24:27, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3750, top5_acc: 0.6372, loss_cls: 6.9741, loss: 6.9741 2025-08-17 14:58:13,440 - pyskl - INFO - Epoch [112][300/7492] lr: 7.871e-03, eta: 1 day, 18:23:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3869, top5_acc: 0.6350, loss_cls: 6.8942, loss: 6.8942 2025-08-17 14:59:05,828 - pyskl - INFO - Epoch [112][400/7492] lr: 7.866e-03, eta: 1 day, 18:22:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3734, top5_acc: 0.6369, loss_cls: 7.0025, loss: 7.0025 2025-08-17 14:59:58,157 - pyskl - INFO - Epoch [112][500/7492] lr: 7.861e-03, eta: 1 day, 18:21:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3831, top5_acc: 0.6450, loss_cls: 6.8871, loss: 6.8871 2025-08-17 15:00:50,638 - pyskl - INFO - Epoch [112][600/7492] lr: 7.856e-03, eta: 1 day, 18:20:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3828, top5_acc: 0.6372, loss_cls: 6.8693, loss: 6.8693 2025-08-17 15:01:42,897 - pyskl - INFO - Epoch [112][700/7492] lr: 7.851e-03, eta: 1 day, 18:20:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3628, top5_acc: 0.6391, loss_cls: 6.9916, loss: 6.9916 2025-08-17 15:02:35,271 - pyskl - INFO - Epoch [112][800/7492] lr: 7.846e-03, eta: 1 day, 18:19:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3759, top5_acc: 0.6391, loss_cls: 6.9083, loss: 6.9083 2025-08-17 15:03:27,669 - pyskl - INFO - Epoch [112][900/7492] lr: 7.841e-03, eta: 1 day, 18:18:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3900, top5_acc: 0.6613, loss_cls: 6.8350, loss: 6.8350 2025-08-17 15:04:20,163 - pyskl - INFO - Epoch [112][1000/7492] lr: 7.835e-03, eta: 1 day, 18:17:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3884, top5_acc: 0.6462, loss_cls: 6.8911, loss: 6.8911 2025-08-17 15:05:12,320 - pyskl - INFO - Epoch [112][1100/7492] lr: 7.830e-03, eta: 1 day, 18:16:37, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3812, top5_acc: 0.6366, loss_cls: 6.9174, loss: 6.9174 2025-08-17 15:06:04,638 - pyskl - INFO - Epoch [112][1200/7492] lr: 7.825e-03, eta: 1 day, 18:15:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3791, top5_acc: 0.6575, loss_cls: 6.8363, loss: 6.8363 2025-08-17 15:06:56,897 - pyskl - INFO - Epoch [112][1300/7492] lr: 7.820e-03, eta: 1 day, 18:14:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3769, top5_acc: 0.6475, loss_cls: 7.0295, loss: 7.0295 2025-08-17 15:07:48,915 - pyskl - INFO - Epoch [112][1400/7492] lr: 7.815e-03, eta: 1 day, 18:14:00, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3791, top5_acc: 0.6403, loss_cls: 6.9013, loss: 6.9013 2025-08-17 15:08:41,647 - pyskl - INFO - Epoch [112][1500/7492] lr: 7.810e-03, eta: 1 day, 18:13:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3734, top5_acc: 0.6366, loss_cls: 6.9980, loss: 6.9980 2025-08-17 15:09:34,042 - pyskl - INFO - Epoch [112][1600/7492] lr: 7.805e-03, eta: 1 day, 18:12:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3747, top5_acc: 0.6347, loss_cls: 6.9471, loss: 6.9471 2025-08-17 15:10:26,391 - pyskl - INFO - Epoch [112][1700/7492] lr: 7.800e-03, eta: 1 day, 18:11:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3597, top5_acc: 0.6356, loss_cls: 7.0179, loss: 7.0179 2025-08-17 15:11:18,877 - pyskl - INFO - Epoch [112][1800/7492] lr: 7.795e-03, eta: 1 day, 18:10:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6294, loss_cls: 7.0325, loss: 7.0325 2025-08-17 15:12:11,417 - pyskl - INFO - Epoch [112][1900/7492] lr: 7.790e-03, eta: 1 day, 18:09:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3919, top5_acc: 0.6444, loss_cls: 6.8748, loss: 6.8748 2025-08-17 15:13:04,049 - pyskl - INFO - Epoch [112][2000/7492] lr: 7.785e-03, eta: 1 day, 18:08:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3775, top5_acc: 0.6519, loss_cls: 6.9178, loss: 6.9178 2025-08-17 15:13:56,416 - pyskl - INFO - Epoch [112][2100/7492] lr: 7.780e-03, eta: 1 day, 18:07:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3744, top5_acc: 0.6303, loss_cls: 6.9014, loss: 6.9014 2025-08-17 15:14:48,782 - pyskl - INFO - Epoch [112][2200/7492] lr: 7.775e-03, eta: 1 day, 18:07:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6475, loss_cls: 6.9118, loss: 6.9118 2025-08-17 15:15:41,121 - pyskl - INFO - Epoch [112][2300/7492] lr: 7.770e-03, eta: 1 day, 18:06:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6388, loss_cls: 7.0239, loss: 7.0239 2025-08-17 15:16:33,397 - pyskl - INFO - Epoch [112][2400/7492] lr: 7.764e-03, eta: 1 day, 18:05:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6456, loss_cls: 6.9584, loss: 6.9584 2025-08-17 15:17:25,506 - pyskl - INFO - Epoch [112][2500/7492] lr: 7.759e-03, eta: 1 day, 18:04:25, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6347, loss_cls: 6.9742, loss: 6.9742 2025-08-17 15:18:17,522 - pyskl - INFO - Epoch [112][2600/7492] lr: 7.754e-03, eta: 1 day, 18:03:33, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6322, loss_cls: 7.0336, loss: 7.0336 2025-08-17 15:19:10,056 - pyskl - INFO - Epoch [112][2700/7492] lr: 7.749e-03, eta: 1 day, 18:02:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3822, top5_acc: 0.6397, loss_cls: 6.8741, loss: 6.8741 2025-08-17 15:20:02,373 - pyskl - INFO - Epoch [112][2800/7492] lr: 7.744e-03, eta: 1 day, 18:01:48, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3684, top5_acc: 0.6384, loss_cls: 6.9558, loss: 6.9558 2025-08-17 15:20:54,649 - pyskl - INFO - Epoch [112][2900/7492] lr: 7.739e-03, eta: 1 day, 18:00:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3894, top5_acc: 0.6541, loss_cls: 6.8359, loss: 6.8359 2025-08-17 15:21:47,005 - pyskl - INFO - Epoch [112][3000/7492] lr: 7.734e-03, eta: 1 day, 18:00:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3663, top5_acc: 0.6425, loss_cls: 6.9393, loss: 6.9393 2025-08-17 15:22:39,465 - pyskl - INFO - Epoch [112][3100/7492] lr: 7.729e-03, eta: 1 day, 17:59:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3825, top5_acc: 0.6594, loss_cls: 6.8885, loss: 6.8885 2025-08-17 15:23:31,770 - pyskl - INFO - Epoch [112][3200/7492] lr: 7.724e-03, eta: 1 day, 17:58:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3772, top5_acc: 0.6256, loss_cls: 7.0468, loss: 7.0468 2025-08-17 15:24:24,311 - pyskl - INFO - Epoch [112][3300/7492] lr: 7.719e-03, eta: 1 day, 17:57:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3906, top5_acc: 0.6425, loss_cls: 6.9086, loss: 6.9086 2025-08-17 15:25:16,643 - pyskl - INFO - Epoch [112][3400/7492] lr: 7.714e-03, eta: 1 day, 17:56:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3719, top5_acc: 0.6338, loss_cls: 6.9670, loss: 6.9670 2025-08-17 15:26:09,037 - pyskl - INFO - Epoch [112][3500/7492] lr: 7.709e-03, eta: 1 day, 17:55:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3856, top5_acc: 0.6559, loss_cls: 6.9001, loss: 6.9001 2025-08-17 15:27:01,448 - pyskl - INFO - Epoch [112][3600/7492] lr: 7.704e-03, eta: 1 day, 17:54:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3925, top5_acc: 0.6425, loss_cls: 6.9332, loss: 6.9332 2025-08-17 15:27:53,476 - pyskl - INFO - Epoch [112][3700/7492] lr: 7.699e-03, eta: 1 day, 17:53:58, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3716, top5_acc: 0.6322, loss_cls: 6.9792, loss: 6.9792 2025-08-17 15:28:45,934 - pyskl - INFO - Epoch [112][3800/7492] lr: 7.694e-03, eta: 1 day, 17:53:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3881, top5_acc: 0.6369, loss_cls: 6.9837, loss: 6.9837 2025-08-17 15:29:38,325 - pyskl - INFO - Epoch [112][3900/7492] lr: 7.689e-03, eta: 1 day, 17:52:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3819, top5_acc: 0.6425, loss_cls: 6.8786, loss: 6.8786 2025-08-17 15:30:30,626 - pyskl - INFO - Epoch [112][4000/7492] lr: 7.684e-03, eta: 1 day, 17:51:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6231, loss_cls: 7.0865, loss: 7.0865 2025-08-17 15:31:23,268 - pyskl - INFO - Epoch [112][4100/7492] lr: 7.679e-03, eta: 1 day, 17:50:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6247, loss_cls: 7.0495, loss: 7.0495 2025-08-17 15:32:15,860 - pyskl - INFO - Epoch [112][4200/7492] lr: 7.674e-03, eta: 1 day, 17:49:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3931, top5_acc: 0.6441, loss_cls: 6.9057, loss: 6.9057 2025-08-17 15:33:08,513 - pyskl - INFO - Epoch [112][4300/7492] lr: 7.669e-03, eta: 1 day, 17:48:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3778, top5_acc: 0.6322, loss_cls: 6.9465, loss: 6.9465 2025-08-17 15:34:01,017 - pyskl - INFO - Epoch [112][4400/7492] lr: 7.664e-03, eta: 1 day, 17:47:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3775, top5_acc: 0.6284, loss_cls: 7.0677, loss: 7.0677 2025-08-17 15:34:53,171 - pyskl - INFO - Epoch [112][4500/7492] lr: 7.658e-03, eta: 1 day, 17:47:00, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3975, top5_acc: 0.6475, loss_cls: 6.8811, loss: 6.8811 2025-08-17 15:35:45,545 - pyskl - INFO - Epoch [112][4600/7492] lr: 7.653e-03, eta: 1 day, 17:46:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3822, top5_acc: 0.6391, loss_cls: 6.9915, loss: 6.9915 2025-08-17 15:36:38,033 - pyskl - INFO - Epoch [112][4700/7492] lr: 7.648e-03, eta: 1 day, 17:45:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3706, top5_acc: 0.6338, loss_cls: 6.9344, loss: 6.9344 2025-08-17 15:37:30,489 - pyskl - INFO - Epoch [112][4800/7492] lr: 7.643e-03, eta: 1 day, 17:44:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3837, top5_acc: 0.6406, loss_cls: 6.8997, loss: 6.8997 2025-08-17 15:38:22,734 - pyskl - INFO - Epoch [112][4900/7492] lr: 7.638e-03, eta: 1 day, 17:43:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3775, top5_acc: 0.6403, loss_cls: 6.9578, loss: 6.9578 2025-08-17 15:39:15,426 - pyskl - INFO - Epoch [112][5000/7492] lr: 7.633e-03, eta: 1 day, 17:42:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3953, top5_acc: 0.6462, loss_cls: 6.8670, loss: 6.8670 2025-08-17 15:40:07,770 - pyskl - INFO - Epoch [112][5100/7492] lr: 7.628e-03, eta: 1 day, 17:41:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3806, top5_acc: 0.6428, loss_cls: 6.9206, loss: 6.9206 2025-08-17 15:41:00,203 - pyskl - INFO - Epoch [112][5200/7492] lr: 7.623e-03, eta: 1 day, 17:40:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3806, top5_acc: 0.6328, loss_cls: 6.9558, loss: 6.9558 2025-08-17 15:41:52,687 - pyskl - INFO - Epoch [112][5300/7492] lr: 7.618e-03, eta: 1 day, 17:40:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3647, top5_acc: 0.6281, loss_cls: 7.0723, loss: 7.0723 2025-08-17 15:42:45,314 - pyskl - INFO - Epoch [112][5400/7492] lr: 7.613e-03, eta: 1 day, 17:39:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3650, top5_acc: 0.6259, loss_cls: 7.0253, loss: 7.0253 2025-08-17 15:43:37,736 - pyskl - INFO - Epoch [112][5500/7492] lr: 7.608e-03, eta: 1 day, 17:38:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3719, top5_acc: 0.6294, loss_cls: 6.9910, loss: 6.9910 2025-08-17 15:44:30,271 - pyskl - INFO - Epoch [112][5600/7492] lr: 7.603e-03, eta: 1 day, 17:37:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3791, top5_acc: 0.6438, loss_cls: 6.9396, loss: 6.9396 2025-08-17 15:45:22,779 - pyskl - INFO - Epoch [112][5700/7492] lr: 7.598e-03, eta: 1 day, 17:36:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3775, top5_acc: 0.6381, loss_cls: 6.9666, loss: 6.9666 2025-08-17 15:46:14,986 - pyskl - INFO - Epoch [112][5800/7492] lr: 7.593e-03, eta: 1 day, 17:35:41, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3809, top5_acc: 0.6359, loss_cls: 6.9130, loss: 6.9130 2025-08-17 15:47:07,668 - pyskl - INFO - Epoch [112][5900/7492] lr: 7.588e-03, eta: 1 day, 17:34:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6378, loss_cls: 7.0247, loss: 7.0247 2025-08-17 15:48:00,180 - pyskl - INFO - Epoch [112][6000/7492] lr: 7.583e-03, eta: 1 day, 17:33:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6331, loss_cls: 6.9119, loss: 6.9119 2025-08-17 15:48:52,712 - pyskl - INFO - Epoch [112][6100/7492] lr: 7.578e-03, eta: 1 day, 17:33:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3772, top5_acc: 0.6322, loss_cls: 6.9138, loss: 6.9138 2025-08-17 15:49:45,223 - pyskl - INFO - Epoch [112][6200/7492] lr: 7.573e-03, eta: 1 day, 17:32:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3819, top5_acc: 0.6406, loss_cls: 6.8640, loss: 6.8640 2025-08-17 15:50:38,000 - pyskl - INFO - Epoch [112][6300/7492] lr: 7.568e-03, eta: 1 day, 17:31:20, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6472, loss_cls: 6.9428, loss: 6.9428 2025-08-17 15:51:30,941 - pyskl - INFO - Epoch [112][6400/7492] lr: 7.563e-03, eta: 1 day, 17:30:28, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3853, top5_acc: 0.6441, loss_cls: 6.9068, loss: 6.9068 2025-08-17 15:52:23,514 - pyskl - INFO - Epoch [112][6500/7492] lr: 7.558e-03, eta: 1 day, 17:29:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3841, top5_acc: 0.6291, loss_cls: 6.9772, loss: 6.9772 2025-08-17 15:53:16,462 - pyskl - INFO - Epoch [112][6600/7492] lr: 7.553e-03, eta: 1 day, 17:28:44, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6278, loss_cls: 6.9310, loss: 6.9310 2025-08-17 15:54:09,548 - pyskl - INFO - Epoch [112][6700/7492] lr: 7.548e-03, eta: 1 day, 17:27:52, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3856, top5_acc: 0.6528, loss_cls: 6.8975, loss: 6.8975 2025-08-17 15:55:02,438 - pyskl - INFO - Epoch [112][6800/7492] lr: 7.543e-03, eta: 1 day, 17:27:00, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3775, top5_acc: 0.6422, loss_cls: 6.9718, loss: 6.9718 2025-08-17 15:55:55,052 - pyskl - INFO - Epoch [112][6900/7492] lr: 7.538e-03, eta: 1 day, 17:26:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3900, top5_acc: 0.6475, loss_cls: 6.9532, loss: 6.9532 2025-08-17 15:56:47,433 - pyskl - INFO - Epoch [112][7000/7492] lr: 7.533e-03, eta: 1 day, 17:25:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3691, top5_acc: 0.6375, loss_cls: 6.9095, loss: 6.9095 2025-08-17 15:57:39,896 - pyskl - INFO - Epoch [112][7100/7492] lr: 7.528e-03, eta: 1 day, 17:24:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3750, top5_acc: 0.6394, loss_cls: 6.9913, loss: 6.9913 2025-08-17 15:58:32,569 - pyskl - INFO - Epoch [112][7200/7492] lr: 7.523e-03, eta: 1 day, 17:23:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3787, top5_acc: 0.6347, loss_cls: 6.9641, loss: 6.9641 2025-08-17 15:59:25,230 - pyskl - INFO - Epoch [112][7300/7492] lr: 7.518e-03, eta: 1 day, 17:22:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3762, top5_acc: 0.6341, loss_cls: 6.9985, loss: 6.9985 2025-08-17 16:00:18,027 - pyskl - INFO - Epoch [112][7400/7492] lr: 7.513e-03, eta: 1 day, 17:21:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3678, top5_acc: 0.6419, loss_cls: 6.8808, loss: 6.8808 2025-08-17 16:01:07,432 - pyskl - INFO - Saving checkpoint at 112 epochs 2025-08-17 16:02:02,083 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 16:02:02,824 - pyskl - INFO - top1_acc 0.3197 top5_acc 0.5697 2025-08-17 16:02:02,825 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 16:02:02,864 - pyskl - INFO - mean_acc 0.3196 2025-08-17 16:02:02,876 - pyskl - INFO - Epoch(val) [112][617] top1_acc: 0.3197, top5_acc: 0.5697, mean_class_accuracy: 0.3196 2025-08-17 16:03:23,917 - pyskl - INFO - Epoch [113][100/7492] lr: 7.503e-03, eta: 1 day, 17:20:00, time: 0.810, data_time: 0.288, memory: 13026, top1_acc: 0.3962, top5_acc: 0.6716, loss_cls: 6.7948, loss: 6.7948 2025-08-17 16:04:16,260 - pyskl - INFO - Epoch [113][200/7492] lr: 7.498e-03, eta: 1 day, 17:19:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3931, top5_acc: 0.6550, loss_cls: 6.9340, loss: 6.9340 2025-08-17 16:05:08,486 - pyskl - INFO - Epoch [113][300/7492] lr: 7.493e-03, eta: 1 day, 17:18:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3772, top5_acc: 0.6516, loss_cls: 6.8549, loss: 6.8549 2025-08-17 16:06:01,062 - pyskl - INFO - Epoch [113][400/7492] lr: 7.489e-03, eta: 1 day, 17:17:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3975, top5_acc: 0.6578, loss_cls: 6.7592, loss: 6.7592 2025-08-17 16:06:53,369 - pyskl - INFO - Epoch [113][500/7492] lr: 7.484e-03, eta: 1 day, 17:16:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3903, top5_acc: 0.6509, loss_cls: 6.8866, loss: 6.8866 2025-08-17 16:07:45,717 - pyskl - INFO - Epoch [113][600/7492] lr: 7.479e-03, eta: 1 day, 17:15:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3953, top5_acc: 0.6409, loss_cls: 6.8317, loss: 6.8317 2025-08-17 16:08:38,234 - pyskl - INFO - Epoch [113][700/7492] lr: 7.474e-03, eta: 1 day, 17:14:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3884, top5_acc: 0.6391, loss_cls: 6.9421, loss: 6.9421 2025-08-17 16:09:30,772 - pyskl - INFO - Epoch [113][800/7492] lr: 7.469e-03, eta: 1 day, 17:13:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3881, top5_acc: 0.6506, loss_cls: 6.8769, loss: 6.8769 2025-08-17 16:10:23,404 - pyskl - INFO - Epoch [113][900/7492] lr: 7.464e-03, eta: 1 day, 17:13:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3775, top5_acc: 0.6403, loss_cls: 6.8915, loss: 6.8915 2025-08-17 16:11:15,699 - pyskl - INFO - Epoch [113][1000/7492] lr: 7.459e-03, eta: 1 day, 17:12:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3984, top5_acc: 0.6519, loss_cls: 6.8495, loss: 6.8495 2025-08-17 16:12:08,346 - pyskl - INFO - Epoch [113][1100/7492] lr: 7.454e-03, eta: 1 day, 17:11:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3809, top5_acc: 0.6409, loss_cls: 6.9898, loss: 6.9898 2025-08-17 16:13:00,785 - pyskl - INFO - Epoch [113][1200/7492] lr: 7.449e-03, eta: 1 day, 17:10:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3787, top5_acc: 0.6356, loss_cls: 6.8991, loss: 6.8991 2025-08-17 16:13:53,118 - pyskl - INFO - Epoch [113][1300/7492] lr: 7.444e-03, eta: 1 day, 17:09:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3903, top5_acc: 0.6456, loss_cls: 6.9411, loss: 6.9411 2025-08-17 16:14:45,658 - pyskl - INFO - Epoch [113][1400/7492] lr: 7.439e-03, eta: 1 day, 17:08:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3919, top5_acc: 0.6394, loss_cls: 6.8865, loss: 6.8865 2025-08-17 16:15:38,314 - pyskl - INFO - Epoch [113][1500/7492] lr: 7.434e-03, eta: 1 day, 17:07:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3934, top5_acc: 0.6447, loss_cls: 6.9318, loss: 6.9318 2025-08-17 16:16:30,530 - pyskl - INFO - Epoch [113][1600/7492] lr: 7.429e-03, eta: 1 day, 17:06:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3859, top5_acc: 0.6491, loss_cls: 6.9008, loss: 6.9008 2025-08-17 16:17:22,755 - pyskl - INFO - Epoch [113][1700/7492] lr: 7.424e-03, eta: 1 day, 17:06:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3750, top5_acc: 0.6372, loss_cls: 6.9814, loss: 6.9814 2025-08-17 16:18:15,121 - pyskl - INFO - Epoch [113][1800/7492] lr: 7.419e-03, eta: 1 day, 17:05:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6328, loss_cls: 7.0366, loss: 7.0366 2025-08-17 16:19:07,682 - pyskl - INFO - Epoch [113][1900/7492] lr: 7.414e-03, eta: 1 day, 17:04:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3800, top5_acc: 0.6419, loss_cls: 6.9072, loss: 6.9072 2025-08-17 16:20:00,077 - pyskl - INFO - Epoch [113][2000/7492] lr: 7.409e-03, eta: 1 day, 17:03:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3853, top5_acc: 0.6484, loss_cls: 6.8820, loss: 6.8820 2025-08-17 16:20:52,506 - pyskl - INFO - Epoch [113][2100/7492] lr: 7.404e-03, eta: 1 day, 17:02:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3850, top5_acc: 0.6381, loss_cls: 6.8833, loss: 6.8833 2025-08-17 16:21:44,890 - pyskl - INFO - Epoch [113][2200/7492] lr: 7.399e-03, eta: 1 day, 17:01:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3887, top5_acc: 0.6431, loss_cls: 6.8767, loss: 6.8767 2025-08-17 16:22:37,235 - pyskl - INFO - Epoch [113][2300/7492] lr: 7.394e-03, eta: 1 day, 17:00:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 7.0182, loss: 7.0182 2025-08-17 16:23:29,320 - pyskl - INFO - Epoch [113][2400/7492] lr: 7.389e-03, eta: 1 day, 16:59:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3806, top5_acc: 0.6372, loss_cls: 6.9039, loss: 6.9039 2025-08-17 16:24:21,784 - pyskl - INFO - Epoch [113][2500/7492] lr: 7.384e-03, eta: 1 day, 16:59:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3856, top5_acc: 0.6556, loss_cls: 6.8135, loss: 6.8135 2025-08-17 16:25:13,876 - pyskl - INFO - Epoch [113][2600/7492] lr: 7.379e-03, eta: 1 day, 16:58:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6259, loss_cls: 7.0183, loss: 7.0183 2025-08-17 16:26:06,351 - pyskl - INFO - Epoch [113][2700/7492] lr: 7.374e-03, eta: 1 day, 16:57:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6378, loss_cls: 6.9235, loss: 6.9235 2025-08-17 16:26:58,786 - pyskl - INFO - Epoch [113][2800/7492] lr: 7.369e-03, eta: 1 day, 16:56:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3928, top5_acc: 0.6431, loss_cls: 6.9061, loss: 6.9061 2025-08-17 16:27:51,183 - pyskl - INFO - Epoch [113][2900/7492] lr: 7.364e-03, eta: 1 day, 16:55:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3878, top5_acc: 0.6456, loss_cls: 6.8475, loss: 6.8475 2025-08-17 16:28:43,768 - pyskl - INFO - Epoch [113][3000/7492] lr: 7.359e-03, eta: 1 day, 16:54:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6366, loss_cls: 6.9864, loss: 6.9864 2025-08-17 16:29:35,987 - pyskl - INFO - Epoch [113][3100/7492] lr: 7.354e-03, eta: 1 day, 16:53:53, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3859, top5_acc: 0.6453, loss_cls: 6.9287, loss: 6.9287 2025-08-17 16:30:28,059 - pyskl - INFO - Epoch [113][3200/7492] lr: 7.349e-03, eta: 1 day, 16:53:00, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3872, top5_acc: 0.6416, loss_cls: 6.7795, loss: 6.7795 2025-08-17 16:31:19,956 - pyskl - INFO - Epoch [113][3300/7492] lr: 7.344e-03, eta: 1 day, 16:52:08, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3750, top5_acc: 0.6284, loss_cls: 6.9750, loss: 6.9750 2025-08-17 16:32:12,221 - pyskl - INFO - Epoch [113][3400/7492] lr: 7.339e-03, eta: 1 day, 16:51:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3725, top5_acc: 0.6388, loss_cls: 6.9092, loss: 6.9092 2025-08-17 16:33:04,616 - pyskl - INFO - Epoch [113][3500/7492] lr: 7.335e-03, eta: 1 day, 16:50:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3806, top5_acc: 0.6416, loss_cls: 6.9929, loss: 6.9929 2025-08-17 16:33:57,504 - pyskl - INFO - Epoch [113][3600/7492] lr: 7.330e-03, eta: 1 day, 16:49:31, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3825, top5_acc: 0.6375, loss_cls: 6.8417, loss: 6.8417 2025-08-17 16:34:49,512 - pyskl - INFO - Epoch [113][3700/7492] lr: 7.325e-03, eta: 1 day, 16:48:39, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3912, top5_acc: 0.6531, loss_cls: 6.8435, loss: 6.8435 2025-08-17 16:35:41,764 - pyskl - INFO - Epoch [113][3800/7492] lr: 7.320e-03, eta: 1 day, 16:47:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3837, top5_acc: 0.6334, loss_cls: 6.9353, loss: 6.9353 2025-08-17 16:36:34,286 - pyskl - INFO - Epoch [113][3900/7492] lr: 7.315e-03, eta: 1 day, 16:46:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3725, top5_acc: 0.6341, loss_cls: 7.0212, loss: 7.0212 2025-08-17 16:37:26,325 - pyskl - INFO - Epoch [113][4000/7492] lr: 7.310e-03, eta: 1 day, 16:46:02, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4025, top5_acc: 0.6488, loss_cls: 6.7957, loss: 6.7957 2025-08-17 16:38:18,901 - pyskl - INFO - Epoch [113][4100/7492] lr: 7.305e-03, eta: 1 day, 16:45:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3947, top5_acc: 0.6491, loss_cls: 6.8988, loss: 6.8988 2025-08-17 16:39:11,275 - pyskl - INFO - Epoch [113][4200/7492] lr: 7.300e-03, eta: 1 day, 16:44:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3741, top5_acc: 0.6381, loss_cls: 6.9600, loss: 6.9600 2025-08-17 16:40:03,410 - pyskl - INFO - Epoch [113][4300/7492] lr: 7.295e-03, eta: 1 day, 16:43:25, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3953, top5_acc: 0.6406, loss_cls: 6.8997, loss: 6.8997 2025-08-17 16:40:55,639 - pyskl - INFO - Epoch [113][4400/7492] lr: 7.290e-03, eta: 1 day, 16:42:33, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3878, top5_acc: 0.6509, loss_cls: 6.8630, loss: 6.8630 2025-08-17 16:41:47,883 - pyskl - INFO - Epoch [113][4500/7492] lr: 7.285e-03, eta: 1 day, 16:41:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3944, top5_acc: 0.6506, loss_cls: 6.8815, loss: 6.8815 2025-08-17 16:42:40,235 - pyskl - INFO - Epoch [113][4600/7492] lr: 7.280e-03, eta: 1 day, 16:40:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3762, top5_acc: 0.6444, loss_cls: 6.9157, loss: 6.9157 2025-08-17 16:43:32,506 - pyskl - INFO - Epoch [113][4700/7492] lr: 7.275e-03, eta: 1 day, 16:39:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3828, top5_acc: 0.6278, loss_cls: 6.9552, loss: 6.9552 2025-08-17 16:44:25,311 - pyskl - INFO - Epoch [113][4800/7492] lr: 7.270e-03, eta: 1 day, 16:39:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3769, top5_acc: 0.6391, loss_cls: 6.9003, loss: 6.9003 2025-08-17 16:45:17,885 - pyskl - INFO - Epoch [113][4900/7492] lr: 7.265e-03, eta: 1 day, 16:38:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6431, loss_cls: 7.0322, loss: 7.0322 2025-08-17 16:46:10,368 - pyskl - INFO - Epoch [113][5000/7492] lr: 7.261e-03, eta: 1 day, 16:37:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3772, top5_acc: 0.6503, loss_cls: 6.9050, loss: 6.9050 2025-08-17 16:47:02,903 - pyskl - INFO - Epoch [113][5100/7492] lr: 7.256e-03, eta: 1 day, 16:36:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3806, top5_acc: 0.6469, loss_cls: 6.8402, loss: 6.8402 2025-08-17 16:47:55,555 - pyskl - INFO - Epoch [113][5200/7492] lr: 7.251e-03, eta: 1 day, 16:35:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3791, top5_acc: 0.6400, loss_cls: 6.9945, loss: 6.9945 2025-08-17 16:48:48,257 - pyskl - INFO - Epoch [113][5300/7492] lr: 7.246e-03, eta: 1 day, 16:34:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3747, top5_acc: 0.6428, loss_cls: 6.8726, loss: 6.8726 2025-08-17 16:49:40,846 - pyskl - INFO - Epoch [113][5400/7492] lr: 7.241e-03, eta: 1 day, 16:33:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3728, top5_acc: 0.6478, loss_cls: 6.9140, loss: 6.9140 2025-08-17 16:50:33,500 - pyskl - INFO - Epoch [113][5500/7492] lr: 7.236e-03, eta: 1 day, 16:32:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3753, top5_acc: 0.6403, loss_cls: 7.0011, loss: 7.0011 2025-08-17 16:51:26,068 - pyskl - INFO - Epoch [113][5600/7492] lr: 7.231e-03, eta: 1 day, 16:32:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3841, top5_acc: 0.6475, loss_cls: 6.9659, loss: 6.9659 2025-08-17 16:52:18,763 - pyskl - INFO - Epoch [113][5700/7492] lr: 7.226e-03, eta: 1 day, 16:31:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6234, loss_cls: 6.9753, loss: 6.9753 2025-08-17 16:53:11,376 - pyskl - INFO - Epoch [113][5800/7492] lr: 7.221e-03, eta: 1 day, 16:30:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3819, top5_acc: 0.6431, loss_cls: 6.9207, loss: 6.9207 2025-08-17 16:54:04,079 - pyskl - INFO - Epoch [113][5900/7492] lr: 7.216e-03, eta: 1 day, 16:29:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3897, top5_acc: 0.6488, loss_cls: 6.8588, loss: 6.8588 2025-08-17 16:54:56,766 - pyskl - INFO - Epoch [113][6000/7492] lr: 7.211e-03, eta: 1 day, 16:28:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3831, top5_acc: 0.6347, loss_cls: 6.9194, loss: 6.9194 2025-08-17 16:55:49,471 - pyskl - INFO - Epoch [113][6100/7492] lr: 7.206e-03, eta: 1 day, 16:27:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3750, top5_acc: 0.6362, loss_cls: 6.9197, loss: 6.9197 2025-08-17 16:56:41,890 - pyskl - INFO - Epoch [113][6200/7492] lr: 7.202e-03, eta: 1 day, 16:26:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3869, top5_acc: 0.6488, loss_cls: 6.8343, loss: 6.8343 2025-08-17 16:57:34,796 - pyskl - INFO - Epoch [113][6300/7492] lr: 7.197e-03, eta: 1 day, 16:26:01, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3731, top5_acc: 0.6344, loss_cls: 6.9157, loss: 6.9157 2025-08-17 16:58:27,710 - pyskl - INFO - Epoch [113][6400/7492] lr: 7.192e-03, eta: 1 day, 16:25:09, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3744, top5_acc: 0.6497, loss_cls: 6.8427, loss: 6.8427 2025-08-17 16:59:20,456 - pyskl - INFO - Epoch [113][6500/7492] lr: 7.187e-03, eta: 1 day, 16:24:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3734, top5_acc: 0.6478, loss_cls: 6.9104, loss: 6.9104 2025-08-17 17:00:13,197 - pyskl - INFO - Epoch [113][6600/7492] lr: 7.182e-03, eta: 1 day, 16:23:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3866, top5_acc: 0.6409, loss_cls: 6.9758, loss: 6.9758 2025-08-17 17:01:06,066 - pyskl - INFO - Epoch [113][6700/7492] lr: 7.177e-03, eta: 1 day, 16:22:33, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3759, top5_acc: 0.6406, loss_cls: 6.9843, loss: 6.9843 2025-08-17 17:01:58,769 - pyskl - INFO - Epoch [113][6800/7492] lr: 7.172e-03, eta: 1 day, 16:21:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3762, top5_acc: 0.6400, loss_cls: 6.9857, loss: 6.9857 2025-08-17 17:02:51,544 - pyskl - INFO - Epoch [113][6900/7492] lr: 7.167e-03, eta: 1 day, 16:20:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3809, top5_acc: 0.6375, loss_cls: 6.9666, loss: 6.9666 2025-08-17 17:03:44,656 - pyskl - INFO - Epoch [113][7000/7492] lr: 7.162e-03, eta: 1 day, 16:19:57, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3850, top5_acc: 0.6425, loss_cls: 6.9270, loss: 6.9270 2025-08-17 17:04:37,688 - pyskl - INFO - Epoch [113][7100/7492] lr: 7.157e-03, eta: 1 day, 16:19:04, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3803, top5_acc: 0.6416, loss_cls: 7.0163, loss: 7.0163 2025-08-17 17:05:30,681 - pyskl - INFO - Epoch [113][7200/7492] lr: 7.153e-03, eta: 1 day, 16:18:12, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3878, top5_acc: 0.6441, loss_cls: 6.8998, loss: 6.8998 2025-08-17 17:06:23,266 - pyskl - INFO - Epoch [113][7300/7492] lr: 7.148e-03, eta: 1 day, 16:17:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3881, top5_acc: 0.6406, loss_cls: 6.8843, loss: 6.8843 2025-08-17 17:07:16,198 - pyskl - INFO - Epoch [113][7400/7492] lr: 7.143e-03, eta: 1 day, 16:16:28, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3837, top5_acc: 0.6372, loss_cls: 6.9256, loss: 6.9256 2025-08-17 17:08:05,646 - pyskl - INFO - Saving checkpoint at 113 epochs 2025-08-17 17:09:00,527 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 17:09:01,273 - pyskl - INFO - top1_acc 0.3304 top5_acc 0.5865 2025-08-17 17:09:01,273 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 17:09:01,311 - pyskl - INFO - mean_acc 0.3301 2025-08-17 17:09:01,373 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_111.pth was removed 2025-08-17 17:09:02,432 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_113.pth. 2025-08-17 17:09:02,433 - pyskl - INFO - Best top1_acc is 0.3304 at 113 epoch. 2025-08-17 17:09:02,445 - pyskl - INFO - Epoch(val) [113][617] top1_acc: 0.3304, top5_acc: 0.5865, mean_class_accuracy: 0.3301 2025-08-17 17:10:24,298 - pyskl - INFO - Epoch [114][100/7492] lr: 7.133e-03, eta: 1 day, 16:14:42, time: 0.818, data_time: 0.292, memory: 13026, top1_acc: 0.3941, top5_acc: 0.6456, loss_cls: 6.8007, loss: 6.8007 2025-08-17 17:11:16,350 - pyskl - INFO - Epoch [114][200/7492] lr: 7.128e-03, eta: 1 day, 16:13:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3894, top5_acc: 0.6450, loss_cls: 6.7813, loss: 6.7813 2025-08-17 17:12:08,525 - pyskl - INFO - Epoch [114][300/7492] lr: 7.124e-03, eta: 1 day, 16:12:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4106, top5_acc: 0.6678, loss_cls: 6.7601, loss: 6.7601 2025-08-17 17:13:00,668 - pyskl - INFO - Epoch [114][400/7492] lr: 7.119e-03, eta: 1 day, 16:12:05, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3806, top5_acc: 0.6509, loss_cls: 6.9047, loss: 6.9047 2025-08-17 17:13:52,920 - pyskl - INFO - Epoch [114][500/7492] lr: 7.114e-03, eta: 1 day, 16:11:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3869, top5_acc: 0.6556, loss_cls: 6.7364, loss: 6.7364 2025-08-17 17:14:45,581 - pyskl - INFO - Epoch [114][600/7492] lr: 7.109e-03, eta: 1 day, 16:10:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3987, top5_acc: 0.6553, loss_cls: 6.7941, loss: 6.7941 2025-08-17 17:15:38,922 - pyskl - INFO - Epoch [114][700/7492] lr: 7.104e-03, eta: 1 day, 16:09:28, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.3862, top5_acc: 0.6506, loss_cls: 6.8403, loss: 6.8403 2025-08-17 17:16:31,100 - pyskl - INFO - Epoch [114][800/7492] lr: 7.099e-03, eta: 1 day, 16:08:36, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3859, top5_acc: 0.6544, loss_cls: 6.8269, loss: 6.8269 2025-08-17 17:17:23,939 - pyskl - INFO - Epoch [114][900/7492] lr: 7.094e-03, eta: 1 day, 16:07:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3881, top5_acc: 0.6512, loss_cls: 6.8277, loss: 6.8277 2025-08-17 17:18:16,232 - pyskl - INFO - Epoch [114][1000/7492] lr: 7.089e-03, eta: 1 day, 16:06:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3912, top5_acc: 0.6550, loss_cls: 6.8223, loss: 6.8223 2025-08-17 17:19:09,004 - pyskl - INFO - Epoch [114][1100/7492] lr: 7.085e-03, eta: 1 day, 16:05:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3972, top5_acc: 0.6456, loss_cls: 6.8827, loss: 6.8827 2025-08-17 17:20:01,200 - pyskl - INFO - Epoch [114][1200/7492] lr: 7.080e-03, eta: 1 day, 16:05:07, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3991, top5_acc: 0.6619, loss_cls: 6.7587, loss: 6.7587 2025-08-17 17:20:53,857 - pyskl - INFO - Epoch [114][1300/7492] lr: 7.075e-03, eta: 1 day, 16:04:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3937, top5_acc: 0.6506, loss_cls: 6.7961, loss: 6.7961 2025-08-17 17:21:46,285 - pyskl - INFO - Epoch [114][1400/7492] lr: 7.070e-03, eta: 1 day, 16:03:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3950, top5_acc: 0.6512, loss_cls: 6.8411, loss: 6.8411 2025-08-17 17:22:38,851 - pyskl - INFO - Epoch [114][1500/7492] lr: 7.065e-03, eta: 1 day, 16:02:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6519, loss_cls: 6.8031, loss: 6.8031 2025-08-17 17:23:31,134 - pyskl - INFO - Epoch [114][1600/7492] lr: 7.060e-03, eta: 1 day, 16:01:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6350, loss_cls: 6.9048, loss: 6.9048 2025-08-17 17:24:23,693 - pyskl - INFO - Epoch [114][1700/7492] lr: 7.055e-03, eta: 1 day, 16:00:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4047, top5_acc: 0.6619, loss_cls: 6.7789, loss: 6.7789 2025-08-17 17:25:16,527 - pyskl - INFO - Epoch [114][1800/7492] lr: 7.050e-03, eta: 1 day, 15:59:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6381, loss_cls: 6.9571, loss: 6.9571 2025-08-17 17:26:09,171 - pyskl - INFO - Epoch [114][1900/7492] lr: 7.046e-03, eta: 1 day, 15:59:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3734, top5_acc: 0.6544, loss_cls: 6.8150, loss: 6.8150 2025-08-17 17:27:01,755 - pyskl - INFO - Epoch [114][2000/7492] lr: 7.041e-03, eta: 1 day, 15:58:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3831, top5_acc: 0.6434, loss_cls: 6.9114, loss: 6.9114 2025-08-17 17:27:54,320 - pyskl - INFO - Epoch [114][2100/7492] lr: 7.036e-03, eta: 1 day, 15:57:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3906, top5_acc: 0.6678, loss_cls: 6.7714, loss: 6.7714 2025-08-17 17:28:46,678 - pyskl - INFO - Epoch [114][2200/7492] lr: 7.031e-03, eta: 1 day, 15:56:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3947, top5_acc: 0.6653, loss_cls: 6.7224, loss: 6.7224 2025-08-17 17:29:39,006 - pyskl - INFO - Epoch [114][2300/7492] lr: 7.026e-03, eta: 1 day, 15:55:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3937, top5_acc: 0.6566, loss_cls: 6.8087, loss: 6.8087 2025-08-17 17:30:31,354 - pyskl - INFO - Epoch [114][2400/7492] lr: 7.021e-03, eta: 1 day, 15:54:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3897, top5_acc: 0.6397, loss_cls: 6.9435, loss: 6.9435 2025-08-17 17:31:23,805 - pyskl - INFO - Epoch [114][2500/7492] lr: 7.016e-03, eta: 1 day, 15:53:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6378, loss_cls: 6.8700, loss: 6.8700 2025-08-17 17:32:16,495 - pyskl - INFO - Epoch [114][2600/7492] lr: 7.012e-03, eta: 1 day, 15:52:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3706, top5_acc: 0.6378, loss_cls: 6.9778, loss: 6.9778 2025-08-17 17:33:08,837 - pyskl - INFO - Epoch [114][2700/7492] lr: 7.007e-03, eta: 1 day, 15:52:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3884, top5_acc: 0.6481, loss_cls: 6.8089, loss: 6.8089 2025-08-17 17:34:01,232 - pyskl - INFO - Epoch [114][2800/7492] lr: 7.002e-03, eta: 1 day, 15:51:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3762, top5_acc: 0.6522, loss_cls: 6.8760, loss: 6.8760 2025-08-17 17:34:53,230 - pyskl - INFO - Epoch [114][2900/7492] lr: 6.997e-03, eta: 1 day, 15:50:19, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3816, top5_acc: 0.6434, loss_cls: 6.9374, loss: 6.9374 2025-08-17 17:35:45,751 - pyskl - INFO - Epoch [114][3000/7492] lr: 6.992e-03, eta: 1 day, 15:49:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3816, top5_acc: 0.6462, loss_cls: 6.8840, loss: 6.8840 2025-08-17 17:36:38,467 - pyskl - INFO - Epoch [114][3100/7492] lr: 6.987e-03, eta: 1 day, 15:48:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3797, top5_acc: 0.6431, loss_cls: 6.8845, loss: 6.8845 2025-08-17 17:37:31,708 - pyskl - INFO - Epoch [114][3200/7492] lr: 6.982e-03, eta: 1 day, 15:47:43, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.3928, top5_acc: 0.6512, loss_cls: 6.7791, loss: 6.7791 2025-08-17 17:38:23,624 - pyskl - INFO - Epoch [114][3300/7492] lr: 6.978e-03, eta: 1 day, 15:46:51, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3853, top5_acc: 0.6516, loss_cls: 6.8179, loss: 6.8179 2025-08-17 17:39:15,838 - pyskl - INFO - Epoch [114][3400/7492] lr: 6.973e-03, eta: 1 day, 15:45:58, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3956, top5_acc: 0.6475, loss_cls: 6.8857, loss: 6.8857 2025-08-17 17:40:08,104 - pyskl - INFO - Epoch [114][3500/7492] lr: 6.968e-03, eta: 1 day, 15:45:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3887, top5_acc: 0.6497, loss_cls: 6.9251, loss: 6.9251 2025-08-17 17:41:00,588 - pyskl - INFO - Epoch [114][3600/7492] lr: 6.963e-03, eta: 1 day, 15:44:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6403, loss_cls: 6.8408, loss: 6.8408 2025-08-17 17:41:53,075 - pyskl - INFO - Epoch [114][3700/7492] lr: 6.958e-03, eta: 1 day, 15:43:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3887, top5_acc: 0.6400, loss_cls: 6.9661, loss: 6.9661 2025-08-17 17:42:45,365 - pyskl - INFO - Epoch [114][3800/7492] lr: 6.953e-03, eta: 1 day, 15:42:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 6.9354, loss: 6.9354 2025-08-17 17:43:37,730 - pyskl - INFO - Epoch [114][3900/7492] lr: 6.949e-03, eta: 1 day, 15:41:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3934, top5_acc: 0.6431, loss_cls: 6.9122, loss: 6.9122 2025-08-17 17:44:30,557 - pyskl - INFO - Epoch [114][4000/7492] lr: 6.944e-03, eta: 1 day, 15:40:45, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3869, top5_acc: 0.6469, loss_cls: 6.9389, loss: 6.9389 2025-08-17 17:45:23,067 - pyskl - INFO - Epoch [114][4100/7492] lr: 6.939e-03, eta: 1 day, 15:39:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3853, top5_acc: 0.6428, loss_cls: 6.9488, loss: 6.9488 2025-08-17 17:46:15,545 - pyskl - INFO - Epoch [114][4200/7492] lr: 6.934e-03, eta: 1 day, 15:39:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6559, loss_cls: 6.8249, loss: 6.8249 2025-08-17 17:47:08,291 - pyskl - INFO - Epoch [114][4300/7492] lr: 6.929e-03, eta: 1 day, 15:38:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6416, loss_cls: 6.9132, loss: 6.9132 2025-08-17 17:48:00,727 - pyskl - INFO - Epoch [114][4400/7492] lr: 6.924e-03, eta: 1 day, 15:37:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3881, top5_acc: 0.6488, loss_cls: 6.7528, loss: 6.7528 2025-08-17 17:48:53,050 - pyskl - INFO - Epoch [114][4500/7492] lr: 6.920e-03, eta: 1 day, 15:36:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6516, loss_cls: 6.8696, loss: 6.8696 2025-08-17 17:49:45,896 - pyskl - INFO - Epoch [114][4600/7492] lr: 6.915e-03, eta: 1 day, 15:35:32, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3756, top5_acc: 0.6378, loss_cls: 7.0150, loss: 7.0150 2025-08-17 17:50:38,342 - pyskl - INFO - Epoch [114][4700/7492] lr: 6.910e-03, eta: 1 day, 15:34:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3706, top5_acc: 0.6403, loss_cls: 6.9452, loss: 6.9452 2025-08-17 17:51:30,937 - pyskl - INFO - Epoch [114][4800/7492] lr: 6.905e-03, eta: 1 day, 15:33:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3828, top5_acc: 0.6372, loss_cls: 6.9269, loss: 6.9269 2025-08-17 17:52:23,428 - pyskl - INFO - Epoch [114][4900/7492] lr: 6.900e-03, eta: 1 day, 15:32:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6419, loss_cls: 6.8113, loss: 6.8113 2025-08-17 17:53:15,802 - pyskl - INFO - Epoch [114][5000/7492] lr: 6.895e-03, eta: 1 day, 15:32:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3856, top5_acc: 0.6506, loss_cls: 6.8614, loss: 6.8614 2025-08-17 17:54:08,995 - pyskl - INFO - Epoch [114][5100/7492] lr: 6.891e-03, eta: 1 day, 15:31:11, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.3881, top5_acc: 0.6466, loss_cls: 6.7683, loss: 6.7683 2025-08-17 17:55:01,771 - pyskl - INFO - Epoch [114][5200/7492] lr: 6.886e-03, eta: 1 day, 15:30:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3834, top5_acc: 0.6528, loss_cls: 6.9365, loss: 6.9365 2025-08-17 17:55:54,245 - pyskl - INFO - Epoch [114][5300/7492] lr: 6.881e-03, eta: 1 day, 15:29:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3787, top5_acc: 0.6397, loss_cls: 6.9014, loss: 6.9014 2025-08-17 17:56:47,167 - pyskl - INFO - Epoch [114][5400/7492] lr: 6.876e-03, eta: 1 day, 15:28:34, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3944, top5_acc: 0.6444, loss_cls: 6.8579, loss: 6.8579 2025-08-17 17:57:39,704 - pyskl - INFO - Epoch [114][5500/7492] lr: 6.871e-03, eta: 1 day, 15:27:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3912, top5_acc: 0.6538, loss_cls: 6.8953, loss: 6.8953 2025-08-17 17:58:32,645 - pyskl - INFO - Epoch [114][5600/7492] lr: 6.867e-03, eta: 1 day, 15:26:50, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3709, top5_acc: 0.6347, loss_cls: 6.9659, loss: 6.9659 2025-08-17 17:59:25,413 - pyskl - INFO - Epoch [114][5700/7492] lr: 6.862e-03, eta: 1 day, 15:25:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3722, top5_acc: 0.6266, loss_cls: 7.0588, loss: 7.0588 2025-08-17 18:00:18,166 - pyskl - INFO - Epoch [114][5800/7492] lr: 6.857e-03, eta: 1 day, 15:25:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3894, top5_acc: 0.6419, loss_cls: 6.8837, loss: 6.8837 2025-08-17 18:01:11,022 - pyskl - INFO - Epoch [114][5900/7492] lr: 6.852e-03, eta: 1 day, 15:24:14, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3781, top5_acc: 0.6347, loss_cls: 6.9717, loss: 6.9717 2025-08-17 18:02:03,874 - pyskl - INFO - Epoch [114][6000/7492] lr: 6.847e-03, eta: 1 day, 15:23:22, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4034, top5_acc: 0.6547, loss_cls: 6.8422, loss: 6.8422 2025-08-17 18:02:56,818 - pyskl - INFO - Epoch [114][6100/7492] lr: 6.843e-03, eta: 1 day, 15:22:30, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4034, top5_acc: 0.6578, loss_cls: 6.7930, loss: 6.7930 2025-08-17 18:03:49,827 - pyskl - INFO - Epoch [114][6200/7492] lr: 6.838e-03, eta: 1 day, 15:21:37, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3678, top5_acc: 0.6284, loss_cls: 6.9601, loss: 6.9601 2025-08-17 18:04:42,815 - pyskl - INFO - Epoch [114][6300/7492] lr: 6.833e-03, eta: 1 day, 15:20:45, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3762, top5_acc: 0.6459, loss_cls: 6.8169, loss: 6.8169 2025-08-17 18:05:35,598 - pyskl - INFO - Epoch [114][6400/7492] lr: 6.828e-03, eta: 1 day, 15:19:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3884, top5_acc: 0.6472, loss_cls: 6.9194, loss: 6.9194 2025-08-17 18:06:28,494 - pyskl - INFO - Epoch [114][6500/7492] lr: 6.823e-03, eta: 1 day, 15:19:01, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3666, top5_acc: 0.6491, loss_cls: 6.9154, loss: 6.9154 2025-08-17 18:07:21,287 - pyskl - INFO - Epoch [114][6600/7492] lr: 6.819e-03, eta: 1 day, 15:18:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3681, top5_acc: 0.6219, loss_cls: 6.9698, loss: 6.9698 2025-08-17 18:08:14,117 - pyskl - INFO - Epoch [114][6700/7492] lr: 6.814e-03, eta: 1 day, 15:17:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3887, top5_acc: 0.6419, loss_cls: 6.9218, loss: 6.9218 2025-08-17 18:09:06,962 - pyskl - INFO - Epoch [114][6800/7492] lr: 6.809e-03, eta: 1 day, 15:16:25, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3734, top5_acc: 0.6322, loss_cls: 6.8988, loss: 6.8988 2025-08-17 18:09:59,730 - pyskl - INFO - Epoch [114][6900/7492] lr: 6.804e-03, eta: 1 day, 15:15:33, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3891, top5_acc: 0.6447, loss_cls: 6.8146, loss: 6.8146 2025-08-17 18:10:52,295 - pyskl - INFO - Epoch [114][7000/7492] lr: 6.799e-03, eta: 1 day, 15:14:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3925, top5_acc: 0.6488, loss_cls: 6.8210, loss: 6.8210 2025-08-17 18:11:44,545 - pyskl - INFO - Epoch [114][7100/7492] lr: 6.795e-03, eta: 1 day, 15:13:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3881, top5_acc: 0.6359, loss_cls: 6.8814, loss: 6.8814 2025-08-17 18:12:36,962 - pyskl - INFO - Epoch [114][7200/7492] lr: 6.790e-03, eta: 1 day, 15:12:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3919, top5_acc: 0.6328, loss_cls: 6.9325, loss: 6.9325 2025-08-17 18:13:29,695 - pyskl - INFO - Epoch [114][7300/7492] lr: 6.785e-03, eta: 1 day, 15:12:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3900, top5_acc: 0.6425, loss_cls: 6.8971, loss: 6.8971 2025-08-17 18:14:22,232 - pyskl - INFO - Epoch [114][7400/7492] lr: 6.780e-03, eta: 1 day, 15:11:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6547, loss_cls: 6.8732, loss: 6.8732 2025-08-17 18:15:11,361 - pyskl - INFO - Saving checkpoint at 114 epochs 2025-08-17 18:16:05,994 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 18:16:06,734 - pyskl - INFO - top1_acc 0.3336 top5_acc 0.5861 2025-08-17 18:16:06,734 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 18:16:06,774 - pyskl - INFO - mean_acc 0.3334 2025-08-17 18:16:06,852 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_113.pth was removed 2025-08-17 18:16:07,956 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_114.pth. 2025-08-17 18:16:07,957 - pyskl - INFO - Best top1_acc is 0.3336 at 114 epoch. 2025-08-17 18:16:07,971 - pyskl - INFO - Epoch(val) [114][617] top1_acc: 0.3336, top5_acc: 0.5861, mean_class_accuracy: 0.3334 2025-08-17 18:17:29,260 - pyskl - INFO - Epoch [115][100/7492] lr: 6.771e-03, eta: 1 day, 15:09:25, time: 0.813, data_time: 0.291, memory: 13026, top1_acc: 0.4066, top5_acc: 0.6616, loss_cls: 6.7325, loss: 6.7325 2025-08-17 18:18:21,616 - pyskl - INFO - Epoch [115][200/7492] lr: 6.766e-03, eta: 1 day, 15:08:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3797, top5_acc: 0.6447, loss_cls: 6.8732, loss: 6.8732 2025-08-17 18:19:14,176 - pyskl - INFO - Epoch [115][300/7492] lr: 6.761e-03, eta: 1 day, 15:07:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4000, top5_acc: 0.6650, loss_cls: 6.7673, loss: 6.7673 2025-08-17 18:20:06,677 - pyskl - INFO - Epoch [115][400/7492] lr: 6.757e-03, eta: 1 day, 15:06:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3984, top5_acc: 0.6747, loss_cls: 6.6354, loss: 6.6354 2025-08-17 18:20:59,103 - pyskl - INFO - Epoch [115][500/7492] lr: 6.752e-03, eta: 1 day, 15:05:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3866, top5_acc: 0.6619, loss_cls: 6.8119, loss: 6.8119 2025-08-17 18:21:51,720 - pyskl - INFO - Epoch [115][600/7492] lr: 6.747e-03, eta: 1 day, 15:05:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3856, top5_acc: 0.6450, loss_cls: 6.9231, loss: 6.9231 2025-08-17 18:22:44,083 - pyskl - INFO - Epoch [115][700/7492] lr: 6.742e-03, eta: 1 day, 15:04:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3934, top5_acc: 0.6497, loss_cls: 6.8043, loss: 6.8043 2025-08-17 18:23:36,646 - pyskl - INFO - Epoch [115][800/7492] lr: 6.738e-03, eta: 1 day, 15:03:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4106, top5_acc: 0.6753, loss_cls: 6.6498, loss: 6.6498 2025-08-17 18:24:29,348 - pyskl - INFO - Epoch [115][900/7492] lr: 6.733e-03, eta: 1 day, 15:02:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3847, top5_acc: 0.6663, loss_cls: 6.7380, loss: 6.7380 2025-08-17 18:25:21,957 - pyskl - INFO - Epoch [115][1000/7492] lr: 6.728e-03, eta: 1 day, 15:01:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6572, loss_cls: 6.8236, loss: 6.8236 2025-08-17 18:26:14,577 - pyskl - INFO - Epoch [115][1100/7492] lr: 6.723e-03, eta: 1 day, 15:00:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3925, top5_acc: 0.6547, loss_cls: 6.7518, loss: 6.7518 2025-08-17 18:27:07,117 - pyskl - INFO - Epoch [115][1200/7492] lr: 6.719e-03, eta: 1 day, 14:59:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3703, top5_acc: 0.6400, loss_cls: 6.9227, loss: 6.9227 2025-08-17 18:27:59,415 - pyskl - INFO - Epoch [115][1300/7492] lr: 6.714e-03, eta: 1 day, 14:58:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3847, top5_acc: 0.6488, loss_cls: 6.7428, loss: 6.7428 2025-08-17 18:28:51,920 - pyskl - INFO - Epoch [115][1400/7492] lr: 6.709e-03, eta: 1 day, 14:58:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6681, loss_cls: 6.7153, loss: 6.7153 2025-08-17 18:29:44,277 - pyskl - INFO - Epoch [115][1500/7492] lr: 6.704e-03, eta: 1 day, 14:57:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3916, top5_acc: 0.6509, loss_cls: 6.7841, loss: 6.7841 2025-08-17 18:30:36,788 - pyskl - INFO - Epoch [115][1600/7492] lr: 6.699e-03, eta: 1 day, 14:56:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3803, top5_acc: 0.6416, loss_cls: 6.8941, loss: 6.8941 2025-08-17 18:31:29,729 - pyskl - INFO - Epoch [115][1700/7492] lr: 6.695e-03, eta: 1 day, 14:55:30, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3672, top5_acc: 0.6484, loss_cls: 6.9027, loss: 6.9027 2025-08-17 18:32:22,180 - pyskl - INFO - Epoch [115][1800/7492] lr: 6.690e-03, eta: 1 day, 14:54:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4047, top5_acc: 0.6700, loss_cls: 6.6705, loss: 6.6705 2025-08-17 18:33:14,731 - pyskl - INFO - Epoch [115][1900/7492] lr: 6.685e-03, eta: 1 day, 14:53:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3919, top5_acc: 0.6538, loss_cls: 6.8196, loss: 6.8196 2025-08-17 18:34:07,482 - pyskl - INFO - Epoch [115][2000/7492] lr: 6.680e-03, eta: 1 day, 14:52:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3803, top5_acc: 0.6462, loss_cls: 6.9984, loss: 6.9984 2025-08-17 18:34:59,922 - pyskl - INFO - Epoch [115][2100/7492] lr: 6.676e-03, eta: 1 day, 14:52:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3884, top5_acc: 0.6491, loss_cls: 6.8744, loss: 6.8744 2025-08-17 18:35:52,729 - pyskl - INFO - Epoch [115][2200/7492] lr: 6.671e-03, eta: 1 day, 14:51:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3916, top5_acc: 0.6503, loss_cls: 6.7825, loss: 6.7825 2025-08-17 18:36:45,084 - pyskl - INFO - Epoch [115][2300/7492] lr: 6.666e-03, eta: 1 day, 14:50:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3850, top5_acc: 0.6503, loss_cls: 6.7844, loss: 6.7844 2025-08-17 18:37:37,801 - pyskl - INFO - Epoch [115][2400/7492] lr: 6.661e-03, eta: 1 day, 14:49:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3700, top5_acc: 0.6344, loss_cls: 6.8871, loss: 6.8871 2025-08-17 18:38:30,142 - pyskl - INFO - Epoch [115][2500/7492] lr: 6.657e-03, eta: 1 day, 14:48:32, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3719, top5_acc: 0.6416, loss_cls: 6.9584, loss: 6.9584 2025-08-17 18:39:22,907 - pyskl - INFO - Epoch [115][2600/7492] lr: 6.652e-03, eta: 1 day, 14:47:40, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3912, top5_acc: 0.6394, loss_cls: 6.8399, loss: 6.8399 2025-08-17 18:40:15,662 - pyskl - INFO - Epoch [115][2700/7492] lr: 6.647e-03, eta: 1 day, 14:46:48, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3994, top5_acc: 0.6484, loss_cls: 6.8856, loss: 6.8856 2025-08-17 18:41:08,242 - pyskl - INFO - Epoch [115][2800/7492] lr: 6.642e-03, eta: 1 day, 14:45:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3769, top5_acc: 0.6322, loss_cls: 6.9021, loss: 6.9021 2025-08-17 18:42:00,719 - pyskl - INFO - Epoch [115][2900/7492] lr: 6.638e-03, eta: 1 day, 14:45:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3969, top5_acc: 0.6672, loss_cls: 6.7437, loss: 6.7437 2025-08-17 18:42:53,214 - pyskl - INFO - Epoch [115][3000/7492] lr: 6.633e-03, eta: 1 day, 14:44:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4019, top5_acc: 0.6500, loss_cls: 6.7964, loss: 6.7964 2025-08-17 18:43:45,605 - pyskl - INFO - Epoch [115][3100/7492] lr: 6.628e-03, eta: 1 day, 14:43:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4028, top5_acc: 0.6700, loss_cls: 6.6626, loss: 6.6626 2025-08-17 18:44:38,461 - pyskl - INFO - Epoch [115][3200/7492] lr: 6.623e-03, eta: 1 day, 14:42:27, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3916, top5_acc: 0.6509, loss_cls: 6.7805, loss: 6.7805 2025-08-17 18:45:30,956 - pyskl - INFO - Epoch [115][3300/7492] lr: 6.619e-03, eta: 1 day, 14:41:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3950, top5_acc: 0.6619, loss_cls: 6.7542, loss: 6.7542 2025-08-17 18:46:23,435 - pyskl - INFO - Epoch [115][3400/7492] lr: 6.614e-03, eta: 1 day, 14:40:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4188, top5_acc: 0.6706, loss_cls: 6.7465, loss: 6.7465 2025-08-17 18:47:16,002 - pyskl - INFO - Epoch [115][3500/7492] lr: 6.609e-03, eta: 1 day, 14:39:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3847, top5_acc: 0.6491, loss_cls: 6.7902, loss: 6.7902 2025-08-17 18:48:08,467 - pyskl - INFO - Epoch [115][3600/7492] lr: 6.605e-03, eta: 1 day, 14:38:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6550, loss_cls: 6.8389, loss: 6.8389 2025-08-17 18:49:00,966 - pyskl - INFO - Epoch [115][3700/7492] lr: 6.600e-03, eta: 1 day, 14:38:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3669, top5_acc: 0.6475, loss_cls: 6.9382, loss: 6.9382 2025-08-17 18:49:53,612 - pyskl - INFO - Epoch [115][3800/7492] lr: 6.595e-03, eta: 1 day, 14:37:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3903, top5_acc: 0.6488, loss_cls: 6.9047, loss: 6.9047 2025-08-17 18:50:46,258 - pyskl - INFO - Epoch [115][3900/7492] lr: 6.590e-03, eta: 1 day, 14:36:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3634, top5_acc: 0.6350, loss_cls: 6.9570, loss: 6.9570 2025-08-17 18:51:38,692 - pyskl - INFO - Epoch [115][4000/7492] lr: 6.586e-03, eta: 1 day, 14:35:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3859, top5_acc: 0.6494, loss_cls: 6.8717, loss: 6.8717 2025-08-17 18:52:31,192 - pyskl - INFO - Epoch [115][4100/7492] lr: 6.581e-03, eta: 1 day, 14:34:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3794, top5_acc: 0.6444, loss_cls: 6.9085, loss: 6.9085 2025-08-17 18:53:23,851 - pyskl - INFO - Epoch [115][4200/7492] lr: 6.576e-03, eta: 1 day, 14:33:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3934, top5_acc: 0.6634, loss_cls: 6.7635, loss: 6.7635 2025-08-17 18:54:16,426 - pyskl - INFO - Epoch [115][4300/7492] lr: 6.571e-03, eta: 1 day, 14:32:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3753, top5_acc: 0.6353, loss_cls: 6.9615, loss: 6.9615 2025-08-17 18:55:08,938 - pyskl - INFO - Epoch [115][4400/7492] lr: 6.567e-03, eta: 1 day, 14:32:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3912, top5_acc: 0.6603, loss_cls: 6.8562, loss: 6.8562 2025-08-17 18:56:01,360 - pyskl - INFO - Epoch [115][4500/7492] lr: 6.562e-03, eta: 1 day, 14:31:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4031, top5_acc: 0.6544, loss_cls: 6.7637, loss: 6.7637 2025-08-17 18:56:54,017 - pyskl - INFO - Epoch [115][4600/7492] lr: 6.557e-03, eta: 1 day, 14:30:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3859, top5_acc: 0.6472, loss_cls: 6.9042, loss: 6.9042 2025-08-17 18:57:46,679 - pyskl - INFO - Epoch [115][4700/7492] lr: 6.553e-03, eta: 1 day, 14:29:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3909, top5_acc: 0.6519, loss_cls: 6.8289, loss: 6.8289 2025-08-17 18:58:39,052 - pyskl - INFO - Epoch [115][4800/7492] lr: 6.548e-03, eta: 1 day, 14:28:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3891, top5_acc: 0.6522, loss_cls: 6.8280, loss: 6.8280 2025-08-17 18:59:31,560 - pyskl - INFO - Epoch [115][4900/7492] lr: 6.543e-03, eta: 1 day, 14:27:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3837, top5_acc: 0.6453, loss_cls: 6.8959, loss: 6.8959 2025-08-17 19:00:24,481 - pyskl - INFO - Epoch [115][5000/7492] lr: 6.538e-03, eta: 1 day, 14:26:47, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3984, top5_acc: 0.6559, loss_cls: 6.7538, loss: 6.7538 2025-08-17 19:01:16,853 - pyskl - INFO - Epoch [115][5100/7492] lr: 6.534e-03, eta: 1 day, 14:25:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3809, top5_acc: 0.6512, loss_cls: 6.8276, loss: 6.8276 2025-08-17 19:02:09,201 - pyskl - INFO - Epoch [115][5200/7492] lr: 6.529e-03, eta: 1 day, 14:25:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3972, top5_acc: 0.6613, loss_cls: 6.8517, loss: 6.8517 2025-08-17 19:03:01,756 - pyskl - INFO - Epoch [115][5300/7492] lr: 6.524e-03, eta: 1 day, 14:24:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3909, top5_acc: 0.6475, loss_cls: 6.7868, loss: 6.7868 2025-08-17 19:03:54,292 - pyskl - INFO - Epoch [115][5400/7492] lr: 6.520e-03, eta: 1 day, 14:23:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6272, loss_cls: 6.9134, loss: 6.9134 2025-08-17 19:04:47,410 - pyskl - INFO - Epoch [115][5500/7492] lr: 6.515e-03, eta: 1 day, 14:22:26, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6547, loss_cls: 6.7733, loss: 6.7733 2025-08-17 19:05:39,993 - pyskl - INFO - Epoch [115][5600/7492] lr: 6.510e-03, eta: 1 day, 14:21:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3841, top5_acc: 0.6428, loss_cls: 6.8661, loss: 6.8661 2025-08-17 19:06:32,472 - pyskl - INFO - Epoch [115][5700/7492] lr: 6.505e-03, eta: 1 day, 14:20:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3853, top5_acc: 0.6522, loss_cls: 6.8777, loss: 6.8777 2025-08-17 19:07:24,955 - pyskl - INFO - Epoch [115][5800/7492] lr: 6.501e-03, eta: 1 day, 14:19:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3887, top5_acc: 0.6441, loss_cls: 6.8873, loss: 6.8873 2025-08-17 19:08:17,518 - pyskl - INFO - Epoch [115][5900/7492] lr: 6.496e-03, eta: 1 day, 14:18:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3891, top5_acc: 0.6484, loss_cls: 6.8418, loss: 6.8418 2025-08-17 19:09:09,891 - pyskl - INFO - Epoch [115][6000/7492] lr: 6.491e-03, eta: 1 day, 14:18:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3747, top5_acc: 0.6475, loss_cls: 6.8454, loss: 6.8454 2025-08-17 19:10:02,643 - pyskl - INFO - Epoch [115][6100/7492] lr: 6.487e-03, eta: 1 day, 14:17:13, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6403, loss_cls: 6.7983, loss: 6.7983 2025-08-17 19:10:55,346 - pyskl - INFO - Epoch [115][6200/7492] lr: 6.482e-03, eta: 1 day, 14:16:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3906, top5_acc: 0.6641, loss_cls: 6.7693, loss: 6.7693 2025-08-17 19:11:47,842 - pyskl - INFO - Epoch [115][6300/7492] lr: 6.477e-03, eta: 1 day, 14:15:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3778, top5_acc: 0.6406, loss_cls: 6.8976, loss: 6.8976 2025-08-17 19:12:40,351 - pyskl - INFO - Epoch [115][6400/7492] lr: 6.473e-03, eta: 1 day, 14:14:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6384, loss_cls: 6.8938, loss: 6.8938 2025-08-17 19:13:32,813 - pyskl - INFO - Epoch [115][6500/7492] lr: 6.468e-03, eta: 1 day, 14:13:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3941, top5_acc: 0.6603, loss_cls: 6.8007, loss: 6.8007 2025-08-17 19:14:25,607 - pyskl - INFO - Epoch [115][6600/7492] lr: 6.463e-03, eta: 1 day, 14:12:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3853, top5_acc: 0.6412, loss_cls: 6.9032, loss: 6.9032 2025-08-17 19:15:18,264 - pyskl - INFO - Epoch [115][6700/7492] lr: 6.459e-03, eta: 1 day, 14:12:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3759, top5_acc: 0.6412, loss_cls: 6.8152, loss: 6.8152 2025-08-17 19:16:10,848 - pyskl - INFO - Epoch [115][6800/7492] lr: 6.454e-03, eta: 1 day, 14:11:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3903, top5_acc: 0.6597, loss_cls: 6.8141, loss: 6.8141 2025-08-17 19:17:03,186 - pyskl - INFO - Epoch [115][6900/7492] lr: 6.449e-03, eta: 1 day, 14:10:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3869, top5_acc: 0.6491, loss_cls: 6.9583, loss: 6.9583 2025-08-17 19:17:55,547 - pyskl - INFO - Epoch [115][7000/7492] lr: 6.444e-03, eta: 1 day, 14:09:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3772, top5_acc: 0.6394, loss_cls: 6.9639, loss: 6.9639 2025-08-17 19:18:48,002 - pyskl - INFO - Epoch [115][7100/7492] lr: 6.440e-03, eta: 1 day, 14:08:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3941, top5_acc: 0.6462, loss_cls: 6.8894, loss: 6.8894 2025-08-17 19:19:40,786 - pyskl - INFO - Epoch [115][7200/7492] lr: 6.435e-03, eta: 1 day, 14:07:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3894, top5_acc: 0.6594, loss_cls: 6.8377, loss: 6.8377 2025-08-17 19:20:33,219 - pyskl - INFO - Epoch [115][7300/7492] lr: 6.430e-03, eta: 1 day, 14:06:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3994, top5_acc: 0.6422, loss_cls: 6.8627, loss: 6.8627 2025-08-17 19:21:25,993 - pyskl - INFO - Epoch [115][7400/7492] lr: 6.426e-03, eta: 1 day, 14:05:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3981, top5_acc: 0.6572, loss_cls: 6.7492, loss: 6.7492 2025-08-17 19:22:15,099 - pyskl - INFO - Saving checkpoint at 115 epochs 2025-08-17 19:23:10,219 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 19:23:10,956 - pyskl - INFO - top1_acc 0.3380 top5_acc 0.5998 2025-08-17 19:23:10,957 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 19:23:10,999 - pyskl - INFO - mean_acc 0.3377 2025-08-17 19:23:11,056 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_114.pth was removed 2025-08-17 19:23:12,106 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_115.pth. 2025-08-17 19:23:12,107 - pyskl - INFO - Best top1_acc is 0.3380 at 115 epoch. 2025-08-17 19:23:12,122 - pyskl - INFO - Epoch(val) [115][617] top1_acc: 0.3380, top5_acc: 0.5998, mean_class_accuracy: 0.3377 2025-08-17 19:24:33,947 - pyskl - INFO - Epoch [116][100/7492] lr: 6.417e-03, eta: 1 day, 14:04:08, time: 0.818, data_time: 0.295, memory: 13026, top1_acc: 0.3944, top5_acc: 0.6488, loss_cls: 6.7855, loss: 6.7855 2025-08-17 19:25:26,203 - pyskl - INFO - Epoch [116][200/7492] lr: 6.412e-03, eta: 1 day, 14:03:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4037, top5_acc: 0.6681, loss_cls: 6.6757, loss: 6.6757 2025-08-17 19:26:18,502 - pyskl - INFO - Epoch [116][300/7492] lr: 6.407e-03, eta: 1 day, 14:02:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4059, top5_acc: 0.6713, loss_cls: 6.8132, loss: 6.8132 2025-08-17 19:27:10,472 - pyskl - INFO - Epoch [116][400/7492] lr: 6.403e-03, eta: 1 day, 14:01:31, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3969, top5_acc: 0.6675, loss_cls: 6.7096, loss: 6.7096 2025-08-17 19:28:02,485 - pyskl - INFO - Epoch [116][500/7492] lr: 6.398e-03, eta: 1 day, 14:00:39, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3925, top5_acc: 0.6669, loss_cls: 6.7233, loss: 6.7233 2025-08-17 19:28:55,147 - pyskl - INFO - Epoch [116][600/7492] lr: 6.393e-03, eta: 1 day, 13:59:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3972, top5_acc: 0.6587, loss_cls: 6.7027, loss: 6.7027 2025-08-17 19:29:47,452 - pyskl - INFO - Epoch [116][700/7492] lr: 6.389e-03, eta: 1 day, 13:58:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3859, top5_acc: 0.6578, loss_cls: 6.8266, loss: 6.8266 2025-08-17 19:30:39,720 - pyskl - INFO - Epoch [116][800/7492] lr: 6.384e-03, eta: 1 day, 13:58:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4069, top5_acc: 0.6553, loss_cls: 6.8003, loss: 6.8003 2025-08-17 19:31:32,096 - pyskl - INFO - Epoch [116][900/7492] lr: 6.379e-03, eta: 1 day, 13:57:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3978, top5_acc: 0.6587, loss_cls: 6.8056, loss: 6.8056 2025-08-17 19:32:24,504 - pyskl - INFO - Epoch [116][1000/7492] lr: 6.375e-03, eta: 1 day, 13:56:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4100, top5_acc: 0.6650, loss_cls: 6.7317, loss: 6.7317 2025-08-17 19:33:17,187 - pyskl - INFO - Epoch [116][1100/7492] lr: 6.370e-03, eta: 1 day, 13:55:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3878, top5_acc: 0.6597, loss_cls: 6.8014, loss: 6.8014 2025-08-17 19:34:09,240 - pyskl - INFO - Epoch [116][1200/7492] lr: 6.365e-03, eta: 1 day, 13:54:33, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4156, top5_acc: 0.6666, loss_cls: 6.6183, loss: 6.6183 2025-08-17 19:35:01,742 - pyskl - INFO - Epoch [116][1300/7492] lr: 6.361e-03, eta: 1 day, 13:53:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3797, top5_acc: 0.6503, loss_cls: 6.9058, loss: 6.9058 2025-08-17 19:35:53,990 - pyskl - INFO - Epoch [116][1400/7492] lr: 6.356e-03, eta: 1 day, 13:52:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3947, top5_acc: 0.6512, loss_cls: 6.7355, loss: 6.7355 2025-08-17 19:36:46,363 - pyskl - INFO - Epoch [116][1500/7492] lr: 6.351e-03, eta: 1 day, 13:51:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3987, top5_acc: 0.6619, loss_cls: 6.7824, loss: 6.7824 2025-08-17 19:37:38,687 - pyskl - INFO - Epoch [116][1600/7492] lr: 6.347e-03, eta: 1 day, 13:51:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3762, top5_acc: 0.6447, loss_cls: 6.9196, loss: 6.9196 2025-08-17 19:38:31,166 - pyskl - INFO - Epoch [116][1700/7492] lr: 6.342e-03, eta: 1 day, 13:50:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4078, top5_acc: 0.6653, loss_cls: 6.7197, loss: 6.7197 2025-08-17 19:39:23,239 - pyskl - INFO - Epoch [116][1800/7492] lr: 6.337e-03, eta: 1 day, 13:49:20, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4131, top5_acc: 0.6622, loss_cls: 6.7633, loss: 6.7633 2025-08-17 19:40:15,466 - pyskl - INFO - Epoch [116][1900/7492] lr: 6.333e-03, eta: 1 day, 13:48:27, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3903, top5_acc: 0.6625, loss_cls: 6.9061, loss: 6.9061 2025-08-17 19:41:07,879 - pyskl - INFO - Epoch [116][2000/7492] lr: 6.328e-03, eta: 1 day, 13:47:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3903, top5_acc: 0.6503, loss_cls: 6.8192, loss: 6.8192 2025-08-17 19:42:00,299 - pyskl - INFO - Epoch [116][2100/7492] lr: 6.324e-03, eta: 1 day, 13:46:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4025, top5_acc: 0.6578, loss_cls: 6.6923, loss: 6.6923 2025-08-17 19:42:52,985 - pyskl - INFO - Epoch [116][2200/7492] lr: 6.319e-03, eta: 1 day, 13:45:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4012, top5_acc: 0.6541, loss_cls: 6.7651, loss: 6.7651 2025-08-17 19:43:45,360 - pyskl - INFO - Epoch [116][2300/7492] lr: 6.314e-03, eta: 1 day, 13:44:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3700, top5_acc: 0.6325, loss_cls: 7.0368, loss: 7.0368 2025-08-17 19:44:37,538 - pyskl - INFO - Epoch [116][2400/7492] lr: 6.310e-03, eta: 1 day, 13:44:06, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4037, top5_acc: 0.6597, loss_cls: 6.8061, loss: 6.8061 2025-08-17 19:45:30,048 - pyskl - INFO - Epoch [116][2500/7492] lr: 6.305e-03, eta: 1 day, 13:43:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3834, top5_acc: 0.6622, loss_cls: 6.8356, loss: 6.8356 2025-08-17 19:46:22,326 - pyskl - INFO - Epoch [116][2600/7492] lr: 6.300e-03, eta: 1 day, 13:42:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3862, top5_acc: 0.6444, loss_cls: 6.9271, loss: 6.9271 2025-08-17 19:47:14,687 - pyskl - INFO - Epoch [116][2700/7492] lr: 6.296e-03, eta: 1 day, 13:41:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3862, top5_acc: 0.6562, loss_cls: 6.8050, loss: 6.8050 2025-08-17 19:48:07,285 - pyskl - INFO - Epoch [116][2800/7492] lr: 6.291e-03, eta: 1 day, 13:40:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4088, top5_acc: 0.6603, loss_cls: 6.7576, loss: 6.7576 2025-08-17 19:48:59,793 - pyskl - INFO - Epoch [116][2900/7492] lr: 6.286e-03, eta: 1 day, 13:39:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3959, top5_acc: 0.6500, loss_cls: 6.7537, loss: 6.7537 2025-08-17 19:49:51,975 - pyskl - INFO - Epoch [116][3000/7492] lr: 6.282e-03, eta: 1 day, 13:38:53, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3959, top5_acc: 0.6653, loss_cls: 6.7396, loss: 6.7396 2025-08-17 19:50:44,453 - pyskl - INFO - Epoch [116][3100/7492] lr: 6.277e-03, eta: 1 day, 13:38:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3931, top5_acc: 0.6603, loss_cls: 6.7255, loss: 6.7255 2025-08-17 19:51:36,843 - pyskl - INFO - Epoch [116][3200/7492] lr: 6.273e-03, eta: 1 day, 13:37:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3837, top5_acc: 0.6447, loss_cls: 6.7689, loss: 6.7689 2025-08-17 19:52:29,266 - pyskl - INFO - Epoch [116][3300/7492] lr: 6.268e-03, eta: 1 day, 13:36:16, time: 0.526, data_time: 0.002, memory: 13026, top1_acc: 0.3953, top5_acc: 0.6584, loss_cls: 6.8170, loss: 6.8170 2025-08-17 19:53:21,796 - pyskl - INFO - Epoch [116][3400/7492] lr: 6.263e-03, eta: 1 day, 13:35:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3837, top5_acc: 0.6397, loss_cls: 6.9245, loss: 6.9245 2025-08-17 19:54:14,293 - pyskl - INFO - Epoch [116][3500/7492] lr: 6.259e-03, eta: 1 day, 13:34:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3897, top5_acc: 0.6394, loss_cls: 6.7926, loss: 6.7926 2025-08-17 19:55:06,744 - pyskl - INFO - Epoch [116][3600/7492] lr: 6.254e-03, eta: 1 day, 13:33:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3947, top5_acc: 0.6531, loss_cls: 6.8458, loss: 6.8458 2025-08-17 19:55:59,158 - pyskl - INFO - Epoch [116][3700/7492] lr: 6.249e-03, eta: 1 day, 13:32:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3891, top5_acc: 0.6528, loss_cls: 6.7987, loss: 6.7987 2025-08-17 19:56:51,707 - pyskl - INFO - Epoch [116][3800/7492] lr: 6.245e-03, eta: 1 day, 13:31:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3828, top5_acc: 0.6444, loss_cls: 6.8425, loss: 6.8425 2025-08-17 19:57:44,283 - pyskl - INFO - Epoch [116][3900/7492] lr: 6.240e-03, eta: 1 day, 13:31:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3881, top5_acc: 0.6575, loss_cls: 6.8021, loss: 6.8021 2025-08-17 19:58:36,725 - pyskl - INFO - Epoch [116][4000/7492] lr: 6.236e-03, eta: 1 day, 13:30:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4166, top5_acc: 0.6634, loss_cls: 6.7532, loss: 6.7532 2025-08-17 19:59:29,216 - pyskl - INFO - Epoch [116][4100/7492] lr: 6.231e-03, eta: 1 day, 13:29:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3769, top5_acc: 0.6481, loss_cls: 6.8805, loss: 6.8805 2025-08-17 20:00:21,673 - pyskl - INFO - Epoch [116][4200/7492] lr: 6.226e-03, eta: 1 day, 13:28:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3947, top5_acc: 0.6644, loss_cls: 6.7631, loss: 6.7631 2025-08-17 20:01:14,336 - pyskl - INFO - Epoch [116][4300/7492] lr: 6.222e-03, eta: 1 day, 13:27:34, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3944, top5_acc: 0.6544, loss_cls: 6.7996, loss: 6.7996 2025-08-17 20:02:06,840 - pyskl - INFO - Epoch [116][4400/7492] lr: 6.217e-03, eta: 1 day, 13:26:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4053, top5_acc: 0.6691, loss_cls: 6.6944, loss: 6.6944 2025-08-17 20:02:59,349 - pyskl - INFO - Epoch [116][4500/7492] lr: 6.212e-03, eta: 1 day, 13:25:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6462, loss_cls: 6.8934, loss: 6.8934 2025-08-17 20:03:51,947 - pyskl - INFO - Epoch [116][4600/7492] lr: 6.208e-03, eta: 1 day, 13:24:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3966, top5_acc: 0.6666, loss_cls: 6.7731, loss: 6.7731 2025-08-17 20:04:44,632 - pyskl - INFO - Epoch [116][4700/7492] lr: 6.203e-03, eta: 1 day, 13:24:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3841, top5_acc: 0.6372, loss_cls: 6.8995, loss: 6.8995 2025-08-17 20:05:37,402 - pyskl - INFO - Epoch [116][4800/7492] lr: 6.199e-03, eta: 1 day, 13:23:13, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3825, top5_acc: 0.6450, loss_cls: 6.9083, loss: 6.9083 2025-08-17 20:06:30,089 - pyskl - INFO - Epoch [116][4900/7492] lr: 6.194e-03, eta: 1 day, 13:22:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6422, loss_cls: 6.9627, loss: 6.9627 2025-08-17 20:07:22,970 - pyskl - INFO - Epoch [116][5000/7492] lr: 6.189e-03, eta: 1 day, 13:21:29, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4000, top5_acc: 0.6522, loss_cls: 6.8693, loss: 6.8693 2025-08-17 20:08:15,457 - pyskl - INFO - Epoch [116][5100/7492] lr: 6.185e-03, eta: 1 day, 13:20:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3941, top5_acc: 0.6475, loss_cls: 6.7854, loss: 6.7854 2025-08-17 20:09:07,992 - pyskl - INFO - Epoch [116][5200/7492] lr: 6.180e-03, eta: 1 day, 13:19:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3866, top5_acc: 0.6391, loss_cls: 6.8140, loss: 6.8140 2025-08-17 20:10:00,406 - pyskl - INFO - Epoch [116][5300/7492] lr: 6.176e-03, eta: 1 day, 13:18:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3962, top5_acc: 0.6412, loss_cls: 6.9087, loss: 6.9087 2025-08-17 20:10:53,188 - pyskl - INFO - Epoch [116][5400/7492] lr: 6.171e-03, eta: 1 day, 13:18:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3850, top5_acc: 0.6412, loss_cls: 6.9743, loss: 6.9743 2025-08-17 20:11:46,677 - pyskl - INFO - Epoch [116][5500/7492] lr: 6.166e-03, eta: 1 day, 13:17:08, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.4012, top5_acc: 0.6678, loss_cls: 6.8001, loss: 6.8001 2025-08-17 20:12:39,738 - pyskl - INFO - Epoch [116][5600/7492] lr: 6.162e-03, eta: 1 day, 13:16:16, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3869, top5_acc: 0.6547, loss_cls: 6.8806, loss: 6.8806 2025-08-17 20:13:32,598 - pyskl - INFO - Epoch [116][5700/7492] lr: 6.157e-03, eta: 1 day, 13:15:24, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3906, top5_acc: 0.6409, loss_cls: 6.8699, loss: 6.8699 2025-08-17 20:14:25,490 - pyskl - INFO - Epoch [116][5800/7492] lr: 6.153e-03, eta: 1 day, 13:14:32, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4012, top5_acc: 0.6556, loss_cls: 6.7989, loss: 6.7989 2025-08-17 20:15:18,278 - pyskl - INFO - Epoch [116][5900/7492] lr: 6.148e-03, eta: 1 day, 13:13:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 6.6683, loss: 6.6683 2025-08-17 20:16:10,953 - pyskl - INFO - Epoch [116][6000/7492] lr: 6.143e-03, eta: 1 day, 13:12:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3819, top5_acc: 0.6488, loss_cls: 6.8103, loss: 6.8103 2025-08-17 20:17:03,624 - pyskl - INFO - Epoch [116][6100/7492] lr: 6.139e-03, eta: 1 day, 13:11:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3944, top5_acc: 0.6550, loss_cls: 6.8448, loss: 6.8448 2025-08-17 20:17:56,191 - pyskl - INFO - Epoch [116][6200/7492] lr: 6.134e-03, eta: 1 day, 13:11:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4028, top5_acc: 0.6566, loss_cls: 6.7223, loss: 6.7223 2025-08-17 20:18:48,791 - pyskl - INFO - Epoch [116][6300/7492] lr: 6.130e-03, eta: 1 day, 13:10:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3812, top5_acc: 0.6391, loss_cls: 6.9020, loss: 6.9020 2025-08-17 20:19:41,535 - pyskl - INFO - Epoch [116][6400/7492] lr: 6.125e-03, eta: 1 day, 13:09:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4041, top5_acc: 0.6591, loss_cls: 6.7797, loss: 6.7797 2025-08-17 20:20:34,643 - pyskl - INFO - Epoch [116][6500/7492] lr: 6.121e-03, eta: 1 day, 13:08:26, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3778, top5_acc: 0.6425, loss_cls: 6.9123, loss: 6.9123 2025-08-17 20:21:27,743 - pyskl - INFO - Epoch [116][6600/7492] lr: 6.116e-03, eta: 1 day, 13:07:34, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3909, top5_acc: 0.6562, loss_cls: 6.8756, loss: 6.8756 2025-08-17 20:22:20,593 - pyskl - INFO - Epoch [116][6700/7492] lr: 6.111e-03, eta: 1 day, 13:06:42, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4156, top5_acc: 0.6650, loss_cls: 6.7158, loss: 6.7158 2025-08-17 20:23:13,349 - pyskl - INFO - Epoch [116][6800/7492] lr: 6.107e-03, eta: 1 day, 13:05:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4066, top5_acc: 0.6775, loss_cls: 6.6475, loss: 6.6475 2025-08-17 20:24:06,180 - pyskl - INFO - Epoch [116][6900/7492] lr: 6.102e-03, eta: 1 day, 13:04:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3894, top5_acc: 0.6556, loss_cls: 6.7948, loss: 6.7948 2025-08-17 20:24:58,772 - pyskl - INFO - Epoch [116][7000/7492] lr: 6.098e-03, eta: 1 day, 13:04:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6484, loss_cls: 6.8692, loss: 6.8692 2025-08-17 20:25:50,761 - pyskl - INFO - Epoch [116][7100/7492] lr: 6.093e-03, eta: 1 day, 13:03:13, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4034, top5_acc: 0.6659, loss_cls: 6.6675, loss: 6.6675 2025-08-17 20:26:43,533 - pyskl - INFO - Epoch [116][7200/7492] lr: 6.089e-03, eta: 1 day, 13:02:21, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3853, top5_acc: 0.6556, loss_cls: 6.8941, loss: 6.8941 2025-08-17 20:27:35,993 - pyskl - INFO - Epoch [116][7300/7492] lr: 6.084e-03, eta: 1 day, 13:01:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3931, top5_acc: 0.6647, loss_cls: 6.7831, loss: 6.7831 2025-08-17 20:28:28,601 - pyskl - INFO - Epoch [116][7400/7492] lr: 6.079e-03, eta: 1 day, 13:00:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6516, loss_cls: 6.7724, loss: 6.7724 2025-08-17 20:29:18,059 - pyskl - INFO - Saving checkpoint at 116 epochs 2025-08-17 20:30:14,475 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 20:30:15,214 - pyskl - INFO - top1_acc 0.3448 top5_acc 0.6042 2025-08-17 20:30:15,214 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 20:30:15,263 - pyskl - INFO - mean_acc 0.3444 2025-08-17 20:30:15,334 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_115.pth was removed 2025-08-17 20:30:16,460 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_116.pth. 2025-08-17 20:30:16,461 - pyskl - INFO - Best top1_acc is 0.3448 at 116 epoch. 2025-08-17 20:30:16,480 - pyskl - INFO - Epoch(val) [116][617] top1_acc: 0.3448, top5_acc: 0.6042, mean_class_accuracy: 0.3444 2025-08-17 20:31:38,128 - pyskl - INFO - Epoch [117][100/7492] lr: 6.071e-03, eta: 1 day, 12:58:51, time: 0.816, data_time: 0.294, memory: 13026, top1_acc: 0.4222, top5_acc: 0.6744, loss_cls: 6.6560, loss: 6.6560 2025-08-17 20:32:30,174 - pyskl - INFO - Epoch [117][200/7492] lr: 6.066e-03, eta: 1 day, 12:57:59, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3984, top5_acc: 0.6647, loss_cls: 6.7430, loss: 6.7430 2025-08-17 20:33:22,380 - pyskl - INFO - Epoch [117][300/7492] lr: 6.061e-03, eta: 1 day, 12:57:06, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6719, loss_cls: 6.6357, loss: 6.6357 2025-08-17 20:34:14,649 - pyskl - INFO - Epoch [117][400/7492] lr: 6.057e-03, eta: 1 day, 12:56:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4113, top5_acc: 0.6778, loss_cls: 6.6524, loss: 6.6524 2025-08-17 20:35:07,229 - pyskl - INFO - Epoch [117][500/7492] lr: 6.052e-03, eta: 1 day, 12:55:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4116, top5_acc: 0.6609, loss_cls: 6.7174, loss: 6.7174 2025-08-17 20:35:59,181 - pyskl - INFO - Epoch [117][600/7492] lr: 6.048e-03, eta: 1 day, 12:54:29, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3959, top5_acc: 0.6544, loss_cls: 6.7967, loss: 6.7967 2025-08-17 20:36:51,422 - pyskl - INFO - Epoch [117][700/7492] lr: 6.043e-03, eta: 1 day, 12:53:37, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4031, top5_acc: 0.6666, loss_cls: 6.7501, loss: 6.7501 2025-08-17 20:37:43,635 - pyskl - INFO - Epoch [117][800/7492] lr: 6.039e-03, eta: 1 day, 12:52:45, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4006, top5_acc: 0.6613, loss_cls: 6.7734, loss: 6.7734 2025-08-17 20:38:35,868 - pyskl - INFO - Epoch [117][900/7492] lr: 6.034e-03, eta: 1 day, 12:51:53, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4025, top5_acc: 0.6516, loss_cls: 6.8565, loss: 6.8565 2025-08-17 20:39:28,119 - pyskl - INFO - Epoch [117][1000/7492] lr: 6.030e-03, eta: 1 day, 12:51:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3912, top5_acc: 0.6541, loss_cls: 6.7757, loss: 6.7757 2025-08-17 20:40:20,659 - pyskl - INFO - Epoch [117][1100/7492] lr: 6.025e-03, eta: 1 day, 12:50:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4197, top5_acc: 0.6800, loss_cls: 6.6176, loss: 6.6176 2025-08-17 20:41:12,943 - pyskl - INFO - Epoch [117][1200/7492] lr: 6.020e-03, eta: 1 day, 12:49:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4034, top5_acc: 0.6584, loss_cls: 6.7886, loss: 6.7886 2025-08-17 20:42:04,955 - pyskl - INFO - Epoch [117][1300/7492] lr: 6.016e-03, eta: 1 day, 12:48:23, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4053, top5_acc: 0.6669, loss_cls: 6.7209, loss: 6.7209 2025-08-17 20:42:57,167 - pyskl - INFO - Epoch [117][1400/7492] lr: 6.011e-03, eta: 1 day, 12:47:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4153, top5_acc: 0.6737, loss_cls: 6.6487, loss: 6.6487 2025-08-17 20:43:49,504 - pyskl - INFO - Epoch [117][1500/7492] lr: 6.007e-03, eta: 1 day, 12:46:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4150, top5_acc: 0.6719, loss_cls: 6.7292, loss: 6.7292 2025-08-17 20:44:42,331 - pyskl - INFO - Epoch [117][1600/7492] lr: 6.002e-03, eta: 1 day, 12:45:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4075, top5_acc: 0.6709, loss_cls: 6.5501, loss: 6.5501 2025-08-17 20:45:34,527 - pyskl - INFO - Epoch [117][1700/7492] lr: 5.998e-03, eta: 1 day, 12:44:54, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3950, top5_acc: 0.6600, loss_cls: 6.7767, loss: 6.7767 2025-08-17 20:46:26,801 - pyskl - INFO - Epoch [117][1800/7492] lr: 5.993e-03, eta: 1 day, 12:44:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4069, top5_acc: 0.6719, loss_cls: 6.7563, loss: 6.7563 2025-08-17 20:47:18,869 - pyskl - INFO - Epoch [117][1900/7492] lr: 5.989e-03, eta: 1 day, 12:43:10, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4131, top5_acc: 0.6691, loss_cls: 6.7104, loss: 6.7104 2025-08-17 20:48:11,182 - pyskl - INFO - Epoch [117][2000/7492] lr: 5.984e-03, eta: 1 day, 12:42:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4091, top5_acc: 0.6672, loss_cls: 6.6212, loss: 6.6212 2025-08-17 20:49:03,476 - pyskl - INFO - Epoch [117][2100/7492] lr: 5.980e-03, eta: 1 day, 12:41:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3891, top5_acc: 0.6547, loss_cls: 6.8071, loss: 6.8071 2025-08-17 20:49:56,342 - pyskl - INFO - Epoch [117][2200/7492] lr: 5.975e-03, eta: 1 day, 12:40:33, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4119, top5_acc: 0.6703, loss_cls: 6.6699, loss: 6.6699 2025-08-17 20:50:49,174 - pyskl - INFO - Epoch [117][2300/7492] lr: 5.971e-03, eta: 1 day, 12:39:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3859, top5_acc: 0.6594, loss_cls: 6.8122, loss: 6.8122 2025-08-17 20:51:41,644 - pyskl - INFO - Epoch [117][2400/7492] lr: 5.966e-03, eta: 1 day, 12:38:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4050, top5_acc: 0.6628, loss_cls: 6.7460, loss: 6.7460 2025-08-17 20:52:33,766 - pyskl - INFO - Epoch [117][2500/7492] lr: 5.961e-03, eta: 1 day, 12:37:56, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4028, top5_acc: 0.6609, loss_cls: 6.6966, loss: 6.6966 2025-08-17 20:53:25,944 - pyskl - INFO - Epoch [117][2600/7492] lr: 5.957e-03, eta: 1 day, 12:37:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4044, top5_acc: 0.6650, loss_cls: 6.6761, loss: 6.6761 2025-08-17 20:54:18,519 - pyskl - INFO - Epoch [117][2700/7492] lr: 5.952e-03, eta: 1 day, 12:36:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4103, top5_acc: 0.6734, loss_cls: 6.6645, loss: 6.6645 2025-08-17 20:55:10,605 - pyskl - INFO - Epoch [117][2800/7492] lr: 5.948e-03, eta: 1 day, 12:35:20, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4012, top5_acc: 0.6519, loss_cls: 6.7589, loss: 6.7589 2025-08-17 20:56:03,174 - pyskl - INFO - Epoch [117][2900/7492] lr: 5.943e-03, eta: 1 day, 12:34:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4003, top5_acc: 0.6625, loss_cls: 6.7089, loss: 6.7089 2025-08-17 20:56:55,662 - pyskl - INFO - Epoch [117][3000/7492] lr: 5.939e-03, eta: 1 day, 12:33:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3987, top5_acc: 0.6556, loss_cls: 6.7916, loss: 6.7916 2025-08-17 20:57:48,159 - pyskl - INFO - Epoch [117][3100/7492] lr: 5.934e-03, eta: 1 day, 12:32:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3784, top5_acc: 0.6466, loss_cls: 6.7914, loss: 6.7914 2025-08-17 20:58:40,450 - pyskl - INFO - Epoch [117][3200/7492] lr: 5.930e-03, eta: 1 day, 12:31:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6494, loss_cls: 6.7227, loss: 6.7227 2025-08-17 20:59:32,701 - pyskl - INFO - Epoch [117][3300/7492] lr: 5.925e-03, eta: 1 day, 12:30:58, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3919, top5_acc: 0.6622, loss_cls: 6.6285, loss: 6.6285 2025-08-17 21:00:25,042 - pyskl - INFO - Epoch [117][3400/7492] lr: 5.921e-03, eta: 1 day, 12:30:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3941, top5_acc: 0.6706, loss_cls: 6.7027, loss: 6.7027 2025-08-17 21:01:18,148 - pyskl - INFO - Epoch [117][3500/7492] lr: 5.916e-03, eta: 1 day, 12:29:14, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.3837, top5_acc: 0.6425, loss_cls: 6.8275, loss: 6.8275 2025-08-17 21:02:10,352 - pyskl - INFO - Epoch [117][3600/7492] lr: 5.912e-03, eta: 1 day, 12:28:22, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3844, top5_acc: 0.6541, loss_cls: 6.8190, loss: 6.8190 2025-08-17 21:03:02,663 - pyskl - INFO - Epoch [117][3700/7492] lr: 5.907e-03, eta: 1 day, 12:27:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6544, loss_cls: 6.7959, loss: 6.7959 2025-08-17 21:03:55,327 - pyskl - INFO - Epoch [117][3800/7492] lr: 5.903e-03, eta: 1 day, 12:26:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3869, top5_acc: 0.6538, loss_cls: 6.8985, loss: 6.8985 2025-08-17 21:04:47,826 - pyskl - INFO - Epoch [117][3900/7492] lr: 5.898e-03, eta: 1 day, 12:25:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4044, top5_acc: 0.6622, loss_cls: 6.7404, loss: 6.7404 2025-08-17 21:05:39,917 - pyskl - INFO - Epoch [117][4000/7492] lr: 5.894e-03, eta: 1 day, 12:24:53, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3897, top5_acc: 0.6594, loss_cls: 6.8446, loss: 6.8446 2025-08-17 21:06:32,168 - pyskl - INFO - Epoch [117][4100/7492] lr: 5.889e-03, eta: 1 day, 12:24:00, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3916, top5_acc: 0.6512, loss_cls: 6.7695, loss: 6.7695 2025-08-17 21:07:24,500 - pyskl - INFO - Epoch [117][4200/7492] lr: 5.885e-03, eta: 1 day, 12:23:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3925, top5_acc: 0.6519, loss_cls: 6.8606, loss: 6.8606 2025-08-17 21:08:16,708 - pyskl - INFO - Epoch [117][4300/7492] lr: 5.880e-03, eta: 1 day, 12:22:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3875, top5_acc: 0.6381, loss_cls: 6.8266, loss: 6.8266 2025-08-17 21:09:09,045 - pyskl - INFO - Epoch [117][4400/7492] lr: 5.876e-03, eta: 1 day, 12:21:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3816, top5_acc: 0.6547, loss_cls: 6.8844, loss: 6.8844 2025-08-17 21:10:01,627 - pyskl - INFO - Epoch [117][4500/7492] lr: 5.871e-03, eta: 1 day, 12:20:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4000, top5_acc: 0.6572, loss_cls: 6.7071, loss: 6.7071 2025-08-17 21:10:54,176 - pyskl - INFO - Epoch [117][4600/7492] lr: 5.867e-03, eta: 1 day, 12:19:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3972, top5_acc: 0.6525, loss_cls: 6.7435, loss: 6.7435 2025-08-17 21:11:46,657 - pyskl - INFO - Epoch [117][4700/7492] lr: 5.862e-03, eta: 1 day, 12:18:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4088, top5_acc: 0.6656, loss_cls: 6.6923, loss: 6.6923 2025-08-17 21:12:39,227 - pyskl - INFO - Epoch [117][4800/7492] lr: 5.858e-03, eta: 1 day, 12:17:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3947, top5_acc: 0.6516, loss_cls: 6.8072, loss: 6.8072 2025-08-17 21:13:31,976 - pyskl - INFO - Epoch [117][4900/7492] lr: 5.853e-03, eta: 1 day, 12:17:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3925, top5_acc: 0.6584, loss_cls: 6.7265, loss: 6.7265 2025-08-17 21:14:24,603 - pyskl - INFO - Epoch [117][5000/7492] lr: 5.849e-03, eta: 1 day, 12:16:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3984, top5_acc: 0.6609, loss_cls: 6.8468, loss: 6.8468 2025-08-17 21:15:17,023 - pyskl - INFO - Epoch [117][5100/7492] lr: 5.844e-03, eta: 1 day, 12:15:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3903, top5_acc: 0.6562, loss_cls: 6.7331, loss: 6.7331 2025-08-17 21:16:09,427 - pyskl - INFO - Epoch [117][5200/7492] lr: 5.840e-03, eta: 1 day, 12:14:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3912, top5_acc: 0.6522, loss_cls: 6.7846, loss: 6.7846 2025-08-17 21:17:01,812 - pyskl - INFO - Epoch [117][5300/7492] lr: 5.835e-03, eta: 1 day, 12:13:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3978, top5_acc: 0.6531, loss_cls: 6.7926, loss: 6.7926 2025-08-17 21:17:54,402 - pyskl - INFO - Epoch [117][5400/7492] lr: 5.831e-03, eta: 1 day, 12:12:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4050, top5_acc: 0.6613, loss_cls: 6.6918, loss: 6.6918 2025-08-17 21:18:46,946 - pyskl - INFO - Epoch [117][5500/7492] lr: 5.826e-03, eta: 1 day, 12:11:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4119, top5_acc: 0.6666, loss_cls: 6.7069, loss: 6.7069 2025-08-17 21:19:39,415 - pyskl - INFO - Epoch [117][5600/7492] lr: 5.822e-03, eta: 1 day, 12:10:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3828, top5_acc: 0.6516, loss_cls: 6.7991, loss: 6.7991 2025-08-17 21:20:31,747 - pyskl - INFO - Epoch [117][5700/7492] lr: 5.817e-03, eta: 1 day, 12:10:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3806, top5_acc: 0.6431, loss_cls: 6.8372, loss: 6.8372 2025-08-17 21:21:24,306 - pyskl - INFO - Epoch [117][5800/7492] lr: 5.813e-03, eta: 1 day, 12:09:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3997, top5_acc: 0.6619, loss_cls: 6.7441, loss: 6.7441 2025-08-17 21:22:16,827 - pyskl - INFO - Epoch [117][5900/7492] lr: 5.808e-03, eta: 1 day, 12:08:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3897, top5_acc: 0.6506, loss_cls: 6.8542, loss: 6.8542 2025-08-17 21:23:09,542 - pyskl - INFO - Epoch [117][6000/7492] lr: 5.804e-03, eta: 1 day, 12:07:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6700, loss_cls: 6.7480, loss: 6.7480 2025-08-17 21:24:02,047 - pyskl - INFO - Epoch [117][6100/7492] lr: 5.799e-03, eta: 1 day, 12:06:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4119, top5_acc: 0.6628, loss_cls: 6.6509, loss: 6.6509 2025-08-17 21:24:54,337 - pyskl - INFO - Epoch [117][6200/7492] lr: 5.795e-03, eta: 1 day, 12:05:44, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3925, top5_acc: 0.6613, loss_cls: 6.7889, loss: 6.7889 2025-08-17 21:25:47,069 - pyskl - INFO - Epoch [117][6300/7492] lr: 5.790e-03, eta: 1 day, 12:04:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4106, top5_acc: 0.6578, loss_cls: 6.7975, loss: 6.7975 2025-08-17 21:26:39,566 - pyskl - INFO - Epoch [117][6400/7492] lr: 5.786e-03, eta: 1 day, 12:03:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4050, top5_acc: 0.6587, loss_cls: 6.6980, loss: 6.6980 2025-08-17 21:27:32,177 - pyskl - INFO - Epoch [117][6500/7492] lr: 5.781e-03, eta: 1 day, 12:03:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3991, top5_acc: 0.6491, loss_cls: 6.7810, loss: 6.7810 2025-08-17 21:28:25,133 - pyskl - INFO - Epoch [117][6600/7492] lr: 5.777e-03, eta: 1 day, 12:02:15, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.3909, top5_acc: 0.6556, loss_cls: 6.6857, loss: 6.6857 2025-08-17 21:29:17,928 - pyskl - INFO - Epoch [117][6700/7492] lr: 5.773e-03, eta: 1 day, 12:01:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.3747, top5_acc: 0.6478, loss_cls: 6.8739, loss: 6.8739 2025-08-17 21:30:10,505 - pyskl - INFO - Epoch [117][6800/7492] lr: 5.768e-03, eta: 1 day, 12:00:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3909, top5_acc: 0.6606, loss_cls: 6.8009, loss: 6.8009 2025-08-17 21:31:02,993 - pyskl - INFO - Epoch [117][6900/7492] lr: 5.764e-03, eta: 1 day, 11:59:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3841, top5_acc: 0.6481, loss_cls: 6.8689, loss: 6.8689 2025-08-17 21:31:55,610 - pyskl - INFO - Epoch [117][7000/7492] lr: 5.759e-03, eta: 1 day, 11:58:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3966, top5_acc: 0.6644, loss_cls: 6.7539, loss: 6.7539 2025-08-17 21:32:48,119 - pyskl - INFO - Epoch [117][7100/7492] lr: 5.755e-03, eta: 1 day, 11:57:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4006, top5_acc: 0.6531, loss_cls: 6.7178, loss: 6.7178 2025-08-17 21:33:40,860 - pyskl - INFO - Epoch [117][7200/7492] lr: 5.750e-03, eta: 1 day, 11:57:02, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3884, top5_acc: 0.6525, loss_cls: 6.8416, loss: 6.8416 2025-08-17 21:34:33,248 - pyskl - INFO - Epoch [117][7300/7492] lr: 5.746e-03, eta: 1 day, 11:56:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3969, top5_acc: 0.6512, loss_cls: 6.7584, loss: 6.7584 2025-08-17 21:35:25,952 - pyskl - INFO - Epoch [117][7400/7492] lr: 5.741e-03, eta: 1 day, 11:55:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3966, top5_acc: 0.6500, loss_cls: 6.8600, loss: 6.8600 2025-08-17 21:36:15,516 - pyskl - INFO - Saving checkpoint at 117 epochs 2025-08-17 21:37:10,346 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 21:37:11,082 - pyskl - INFO - top1_acc 0.3442 top5_acc 0.6001 2025-08-17 21:37:11,082 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 21:37:11,136 - pyskl - INFO - mean_acc 0.3441 2025-08-17 21:37:11,148 - pyskl - INFO - Epoch(val) [117][617] top1_acc: 0.3442, top5_acc: 0.6001, mean_class_accuracy: 0.3441 2025-08-17 21:38:32,908 - pyskl - INFO - Epoch [118][100/7492] lr: 5.733e-03, eta: 1 day, 11:53:32, time: 0.818, data_time: 0.294, memory: 13026, top1_acc: 0.3987, top5_acc: 0.6750, loss_cls: 6.7626, loss: 6.7626 2025-08-17 21:39:24,883 - pyskl - INFO - Epoch [118][200/7492] lr: 5.728e-03, eta: 1 day, 11:52:39, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.3987, top5_acc: 0.6809, loss_cls: 6.6144, loss: 6.6144 2025-08-17 21:40:17,329 - pyskl - INFO - Epoch [118][300/7492] lr: 5.724e-03, eta: 1 day, 11:51:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6722, loss_cls: 6.6842, loss: 6.6842 2025-08-17 21:41:09,421 - pyskl - INFO - Epoch [118][400/7492] lr: 5.719e-03, eta: 1 day, 11:50:55, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4144, top5_acc: 0.6803, loss_cls: 6.5884, loss: 6.5884 2025-08-17 21:42:01,982 - pyskl - INFO - Epoch [118][500/7492] lr: 5.715e-03, eta: 1 day, 11:50:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4113, top5_acc: 0.6663, loss_cls: 6.7062, loss: 6.7062 2025-08-17 21:42:54,652 - pyskl - INFO - Epoch [118][600/7492] lr: 5.711e-03, eta: 1 day, 11:49:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4328, top5_acc: 0.6866, loss_cls: 6.5346, loss: 6.5346 2025-08-17 21:43:46,576 - pyskl - INFO - Epoch [118][700/7492] lr: 5.706e-03, eta: 1 day, 11:48:18, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4025, top5_acc: 0.6609, loss_cls: 6.7270, loss: 6.7270 2025-08-17 21:44:38,793 - pyskl - INFO - Epoch [118][800/7492] lr: 5.702e-03, eta: 1 day, 11:47:26, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4059, top5_acc: 0.6681, loss_cls: 6.6398, loss: 6.6398 2025-08-17 21:45:31,301 - pyskl - INFO - Epoch [118][900/7492] lr: 5.697e-03, eta: 1 day, 11:46:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4091, top5_acc: 0.6784, loss_cls: 6.6372, loss: 6.6372 2025-08-17 21:46:23,253 - pyskl - INFO - Epoch [118][1000/7492] lr: 5.693e-03, eta: 1 day, 11:45:41, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4069, top5_acc: 0.6634, loss_cls: 6.7148, loss: 6.7148 2025-08-17 21:47:15,640 - pyskl - INFO - Epoch [118][1100/7492] lr: 5.688e-03, eta: 1 day, 11:44:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4113, top5_acc: 0.6628, loss_cls: 6.7064, loss: 6.7064 2025-08-17 21:48:07,930 - pyskl - INFO - Epoch [118][1200/7492] lr: 5.684e-03, eta: 1 day, 11:43:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3978, top5_acc: 0.6603, loss_cls: 6.7901, loss: 6.7901 2025-08-17 21:49:00,165 - pyskl - INFO - Epoch [118][1300/7492] lr: 5.679e-03, eta: 1 day, 11:43:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4056, top5_acc: 0.6637, loss_cls: 6.7427, loss: 6.7427 2025-08-17 21:49:52,470 - pyskl - INFO - Epoch [118][1400/7492] lr: 5.675e-03, eta: 1 day, 11:42:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4106, top5_acc: 0.6572, loss_cls: 6.6935, loss: 6.6935 2025-08-17 21:50:44,694 - pyskl - INFO - Epoch [118][1500/7492] lr: 5.671e-03, eta: 1 day, 11:41:20, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4016, top5_acc: 0.6656, loss_cls: 6.6902, loss: 6.6902 2025-08-17 21:51:37,450 - pyskl - INFO - Epoch [118][1600/7492] lr: 5.666e-03, eta: 1 day, 11:40:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4134, top5_acc: 0.6734, loss_cls: 6.6710, loss: 6.6710 2025-08-17 21:52:29,332 - pyskl - INFO - Epoch [118][1700/7492] lr: 5.662e-03, eta: 1 day, 11:39:35, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4025, top5_acc: 0.6569, loss_cls: 6.7521, loss: 6.7521 2025-08-17 21:53:21,678 - pyskl - INFO - Epoch [118][1800/7492] lr: 5.657e-03, eta: 1 day, 11:38:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3987, top5_acc: 0.6631, loss_cls: 6.6595, loss: 6.6595 2025-08-17 21:54:13,877 - pyskl - INFO - Epoch [118][1900/7492] lr: 5.653e-03, eta: 1 day, 11:37:50, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4016, top5_acc: 0.6628, loss_cls: 6.6233, loss: 6.6233 2025-08-17 21:55:05,783 - pyskl - INFO - Epoch [118][2000/7492] lr: 5.648e-03, eta: 1 day, 11:36:58, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3975, top5_acc: 0.6669, loss_cls: 6.7059, loss: 6.7059 2025-08-17 21:55:58,163 - pyskl - INFO - Epoch [118][2100/7492] lr: 5.644e-03, eta: 1 day, 11:36:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3897, top5_acc: 0.6581, loss_cls: 6.7159, loss: 6.7159 2025-08-17 21:56:50,543 - pyskl - INFO - Epoch [118][2200/7492] lr: 5.640e-03, eta: 1 day, 11:35:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4081, top5_acc: 0.6778, loss_cls: 6.5820, loss: 6.5820 2025-08-17 21:57:42,958 - pyskl - INFO - Epoch [118][2300/7492] lr: 5.635e-03, eta: 1 day, 11:34:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4100, top5_acc: 0.6597, loss_cls: 6.7447, loss: 6.7447 2025-08-17 21:58:35,236 - pyskl - INFO - Epoch [118][2400/7492] lr: 5.631e-03, eta: 1 day, 11:33:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4103, top5_acc: 0.6678, loss_cls: 6.7180, loss: 6.7180 2025-08-17 21:59:27,150 - pyskl - INFO - Epoch [118][2500/7492] lr: 5.626e-03, eta: 1 day, 11:32:37, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.3934, top5_acc: 0.6566, loss_cls: 6.7813, loss: 6.7813 2025-08-17 22:00:19,519 - pyskl - INFO - Epoch [118][2600/7492] lr: 5.622e-03, eta: 1 day, 11:31:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4078, top5_acc: 0.6613, loss_cls: 6.6556, loss: 6.6556 2025-08-17 22:01:11,883 - pyskl - INFO - Epoch [118][2700/7492] lr: 5.617e-03, eta: 1 day, 11:30:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6663, loss_cls: 6.7522, loss: 6.7522 2025-08-17 22:02:04,347 - pyskl - INFO - Epoch [118][2800/7492] lr: 5.613e-03, eta: 1 day, 11:30:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4125, top5_acc: 0.6666, loss_cls: 6.5698, loss: 6.5698 2025-08-17 22:02:56,833 - pyskl - INFO - Epoch [118][2900/7492] lr: 5.609e-03, eta: 1 day, 11:29:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6744, loss_cls: 6.6049, loss: 6.6049 2025-08-17 22:03:48,967 - pyskl - INFO - Epoch [118][3000/7492] lr: 5.604e-03, eta: 1 day, 11:28:15, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.3906, top5_acc: 0.6556, loss_cls: 6.7267, loss: 6.7267 2025-08-17 22:04:41,192 - pyskl - INFO - Epoch [118][3100/7492] lr: 5.600e-03, eta: 1 day, 11:27:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3941, top5_acc: 0.6575, loss_cls: 6.7649, loss: 6.7649 2025-08-17 22:05:33,457 - pyskl - INFO - Epoch [118][3200/7492] lr: 5.595e-03, eta: 1 day, 11:26:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4072, top5_acc: 0.6628, loss_cls: 6.6888, loss: 6.6888 2025-08-17 22:06:25,853 - pyskl - INFO - Epoch [118][3300/7492] lr: 5.591e-03, eta: 1 day, 11:25:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4084, top5_acc: 0.6616, loss_cls: 6.7044, loss: 6.7044 2025-08-17 22:07:18,133 - pyskl - INFO - Epoch [118][3400/7492] lr: 5.587e-03, eta: 1 day, 11:24:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3872, top5_acc: 0.6619, loss_cls: 6.7198, loss: 6.7198 2025-08-17 22:08:10,427 - pyskl - INFO - Epoch [118][3500/7492] lr: 5.582e-03, eta: 1 day, 11:23:54, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4037, top5_acc: 0.6497, loss_cls: 6.6974, loss: 6.6974 2025-08-17 22:09:02,609 - pyskl - INFO - Epoch [118][3600/7492] lr: 5.578e-03, eta: 1 day, 11:23:02, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4178, top5_acc: 0.6644, loss_cls: 6.6693, loss: 6.6693 2025-08-17 22:09:55,080 - pyskl - INFO - Epoch [118][3700/7492] lr: 5.573e-03, eta: 1 day, 11:22:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4113, top5_acc: 0.6637, loss_cls: 6.7092, loss: 6.7092 2025-08-17 22:10:47,715 - pyskl - INFO - Epoch [118][3800/7492] lr: 5.569e-03, eta: 1 day, 11:21:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4169, top5_acc: 0.6681, loss_cls: 6.6369, loss: 6.6369 2025-08-17 22:11:40,217 - pyskl - INFO - Epoch [118][3900/7492] lr: 5.565e-03, eta: 1 day, 11:20:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4000, top5_acc: 0.6553, loss_cls: 6.7440, loss: 6.7440 2025-08-17 22:12:32,232 - pyskl - INFO - Epoch [118][4000/7492] lr: 5.560e-03, eta: 1 day, 11:19:33, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4028, top5_acc: 0.6587, loss_cls: 6.6591, loss: 6.6591 2025-08-17 22:13:24,426 - pyskl - INFO - Epoch [118][4100/7492] lr: 5.556e-03, eta: 1 day, 11:18:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3953, top5_acc: 0.6641, loss_cls: 6.7552, loss: 6.7552 2025-08-17 22:14:16,640 - pyskl - INFO - Epoch [118][4200/7492] lr: 5.551e-03, eta: 1 day, 11:17:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3891, top5_acc: 0.6481, loss_cls: 6.7892, loss: 6.7892 2025-08-17 22:15:08,743 - pyskl - INFO - Epoch [118][4300/7492] lr: 5.547e-03, eta: 1 day, 11:16:56, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4128, top5_acc: 0.6597, loss_cls: 6.7215, loss: 6.7215 2025-08-17 22:16:01,398 - pyskl - INFO - Epoch [118][4400/7492] lr: 5.543e-03, eta: 1 day, 11:16:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4006, top5_acc: 0.6716, loss_cls: 6.6356, loss: 6.6356 2025-08-17 22:16:53,707 - pyskl - INFO - Epoch [118][4500/7492] lr: 5.538e-03, eta: 1 day, 11:15:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4097, top5_acc: 0.6722, loss_cls: 6.7073, loss: 6.7073 2025-08-17 22:17:46,064 - pyskl - INFO - Epoch [118][4600/7492] lr: 5.534e-03, eta: 1 day, 11:14:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3991, top5_acc: 0.6647, loss_cls: 6.7275, loss: 6.7275 2025-08-17 22:18:38,656 - pyskl - INFO - Epoch [118][4700/7492] lr: 5.530e-03, eta: 1 day, 11:13:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3969, top5_acc: 0.6491, loss_cls: 6.8043, loss: 6.8043 2025-08-17 22:19:31,224 - pyskl - INFO - Epoch [118][4800/7492] lr: 5.525e-03, eta: 1 day, 11:12:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3937, top5_acc: 0.6650, loss_cls: 6.6642, loss: 6.6642 2025-08-17 22:20:24,079 - pyskl - INFO - Epoch [118][4900/7492] lr: 5.521e-03, eta: 1 day, 11:11:42, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3962, top5_acc: 0.6550, loss_cls: 6.7987, loss: 6.7987 2025-08-17 22:21:16,648 - pyskl - INFO - Epoch [118][5000/7492] lr: 5.516e-03, eta: 1 day, 11:10:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3966, top5_acc: 0.6519, loss_cls: 6.8125, loss: 6.8125 2025-08-17 22:22:09,222 - pyskl - INFO - Epoch [118][5100/7492] lr: 5.512e-03, eta: 1 day, 11:09:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4072, top5_acc: 0.6584, loss_cls: 6.7231, loss: 6.7231 2025-08-17 22:23:01,664 - pyskl - INFO - Epoch [118][5200/7492] lr: 5.508e-03, eta: 1 day, 11:09:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 6.7599, loss: 6.7599 2025-08-17 22:23:54,075 - pyskl - INFO - Epoch [118][5300/7492] lr: 5.503e-03, eta: 1 day, 11:08:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3984, top5_acc: 0.6647, loss_cls: 6.7675, loss: 6.7675 2025-08-17 22:24:46,528 - pyskl - INFO - Epoch [118][5400/7492] lr: 5.499e-03, eta: 1 day, 11:07:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4016, top5_acc: 0.6697, loss_cls: 6.6479, loss: 6.6479 2025-08-17 22:25:38,997 - pyskl - INFO - Epoch [118][5500/7492] lr: 5.494e-03, eta: 1 day, 11:06:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3934, top5_acc: 0.6606, loss_cls: 6.7653, loss: 6.7653 2025-08-17 22:26:31,453 - pyskl - INFO - Epoch [118][5600/7492] lr: 5.490e-03, eta: 1 day, 11:05:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3928, top5_acc: 0.6475, loss_cls: 6.8714, loss: 6.8714 2025-08-17 22:27:23,878 - pyskl - INFO - Epoch [118][5700/7492] lr: 5.486e-03, eta: 1 day, 11:04:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4256, top5_acc: 0.6744, loss_cls: 6.5610, loss: 6.5610 2025-08-17 22:28:16,759 - pyskl - INFO - Epoch [118][5800/7492] lr: 5.481e-03, eta: 1 day, 11:03:52, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4028, top5_acc: 0.6681, loss_cls: 6.7211, loss: 6.7211 2025-08-17 22:29:09,329 - pyskl - INFO - Epoch [118][5900/7492] lr: 5.477e-03, eta: 1 day, 11:03:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6628, loss_cls: 6.7099, loss: 6.7099 2025-08-17 22:30:01,953 - pyskl - INFO - Epoch [118][6000/7492] lr: 5.473e-03, eta: 1 day, 11:02:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3916, top5_acc: 0.6600, loss_cls: 6.7348, loss: 6.7348 2025-08-17 22:30:54,575 - pyskl - INFO - Epoch [118][6100/7492] lr: 5.468e-03, eta: 1 day, 11:01:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3791, top5_acc: 0.6509, loss_cls: 6.8129, loss: 6.8129 2025-08-17 22:31:47,278 - pyskl - INFO - Epoch [118][6200/7492] lr: 5.464e-03, eta: 1 day, 11:00:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4153, top5_acc: 0.6744, loss_cls: 6.5779, loss: 6.5779 2025-08-17 22:32:39,917 - pyskl - INFO - Epoch [118][6300/7492] lr: 5.460e-03, eta: 1 day, 10:59:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4100, top5_acc: 0.6653, loss_cls: 6.6630, loss: 6.6630 2025-08-17 22:33:32,484 - pyskl - INFO - Epoch [118][6400/7492] lr: 5.455e-03, eta: 1 day, 10:58:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4106, top5_acc: 0.6591, loss_cls: 6.6608, loss: 6.6608 2025-08-17 22:34:24,819 - pyskl - INFO - Epoch [118][6500/7492] lr: 5.451e-03, eta: 1 day, 10:57:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4047, top5_acc: 0.6597, loss_cls: 6.6470, loss: 6.6470 2025-08-17 22:35:17,517 - pyskl - INFO - Epoch [118][6600/7492] lr: 5.446e-03, eta: 1 day, 10:56:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4191, top5_acc: 0.6809, loss_cls: 6.6112, loss: 6.6112 2025-08-17 22:36:09,961 - pyskl - INFO - Epoch [118][6700/7492] lr: 5.442e-03, eta: 1 day, 10:56:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4059, top5_acc: 0.6678, loss_cls: 6.6343, loss: 6.6343 2025-08-17 22:37:02,479 - pyskl - INFO - Epoch [118][6800/7492] lr: 5.438e-03, eta: 1 day, 10:55:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4056, top5_acc: 0.6678, loss_cls: 6.7206, loss: 6.7206 2025-08-17 22:37:54,964 - pyskl - INFO - Epoch [118][6900/7492] lr: 5.433e-03, eta: 1 day, 10:54:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4022, top5_acc: 0.6553, loss_cls: 6.7407, loss: 6.7407 2025-08-17 22:38:47,390 - pyskl - INFO - Epoch [118][7000/7492] lr: 5.429e-03, eta: 1 day, 10:53:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3912, top5_acc: 0.6416, loss_cls: 6.9685, loss: 6.9685 2025-08-17 22:39:40,225 - pyskl - INFO - Epoch [118][7100/7492] lr: 5.425e-03, eta: 1 day, 10:52:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4069, top5_acc: 0.6647, loss_cls: 6.7274, loss: 6.7274 2025-08-17 22:40:32,493 - pyskl - INFO - Epoch [118][7200/7492] lr: 5.420e-03, eta: 1 day, 10:51:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4044, top5_acc: 0.6769, loss_cls: 6.7362, loss: 6.7362 2025-08-17 22:41:24,819 - pyskl - INFO - Epoch [118][7300/7492] lr: 5.416e-03, eta: 1 day, 10:50:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4056, top5_acc: 0.6625, loss_cls: 6.7222, loss: 6.7222 2025-08-17 22:42:17,412 - pyskl - INFO - Epoch [118][7400/7492] lr: 5.412e-03, eta: 1 day, 10:49:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3947, top5_acc: 0.6628, loss_cls: 6.6945, loss: 6.6945 2025-08-17 22:43:06,815 - pyskl - INFO - Saving checkpoint at 118 epochs 2025-08-17 22:44:00,663 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 22:44:01,401 - pyskl - INFO - top1_acc 0.3481 top5_acc 0.6043 2025-08-17 22:44:01,401 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 22:44:01,444 - pyskl - INFO - mean_acc 0.3479 2025-08-17 22:44:01,519 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_116.pth was removed 2025-08-17 22:44:02,600 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_118.pth. 2025-08-17 22:44:02,602 - pyskl - INFO - Best top1_acc is 0.3481 at 118 epoch. 2025-08-17 22:44:02,619 - pyskl - INFO - Epoch(val) [118][617] top1_acc: 0.3481, top5_acc: 0.6043, mean_class_accuracy: 0.3479 2025-08-17 22:45:24,186 - pyskl - INFO - Epoch [119][100/7492] lr: 5.403e-03, eta: 1 day, 10:48:12, time: 0.816, data_time: 0.292, memory: 13026, top1_acc: 0.4222, top5_acc: 0.6747, loss_cls: 6.6499, loss: 6.6499 2025-08-17 22:46:16,494 - pyskl - INFO - Epoch [119][200/7492] lr: 5.399e-03, eta: 1 day, 10:47:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4178, top5_acc: 0.6906, loss_cls: 6.5293, loss: 6.5293 2025-08-17 22:47:08,865 - pyskl - INFO - Epoch [119][300/7492] lr: 5.395e-03, eta: 1 day, 10:46:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4113, top5_acc: 0.6703, loss_cls: 6.6476, loss: 6.6476 2025-08-17 22:48:01,288 - pyskl - INFO - Epoch [119][400/7492] lr: 5.390e-03, eta: 1 day, 10:45:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4103, top5_acc: 0.6778, loss_cls: 6.7045, loss: 6.7045 2025-08-17 22:48:54,128 - pyskl - INFO - Epoch [119][500/7492] lr: 5.386e-03, eta: 1 day, 10:44:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4291, top5_acc: 0.6856, loss_cls: 6.4831, loss: 6.4831 2025-08-17 22:49:46,557 - pyskl - INFO - Epoch [119][600/7492] lr: 5.382e-03, eta: 1 day, 10:43:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6797, loss_cls: 6.6760, loss: 6.6760 2025-08-17 22:50:39,029 - pyskl - INFO - Epoch [119][700/7492] lr: 5.377e-03, eta: 1 day, 10:42:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4003, top5_acc: 0.6628, loss_cls: 6.7605, loss: 6.7605 2025-08-17 22:51:31,337 - pyskl - INFO - Epoch [119][800/7492] lr: 5.373e-03, eta: 1 day, 10:42:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4222, top5_acc: 0.6706, loss_cls: 6.7165, loss: 6.7165 2025-08-17 22:52:23,421 - pyskl - INFO - Epoch [119][900/7492] lr: 5.369e-03, eta: 1 day, 10:41:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4238, top5_acc: 0.6941, loss_cls: 6.5051, loss: 6.5051 2025-08-17 22:53:15,567 - pyskl - INFO - Epoch [119][1000/7492] lr: 5.364e-03, eta: 1 day, 10:40:21, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4169, top5_acc: 0.6800, loss_cls: 6.5570, loss: 6.5570 2025-08-17 22:54:08,022 - pyskl - INFO - Epoch [119][1100/7492] lr: 5.360e-03, eta: 1 day, 10:39:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4131, top5_acc: 0.6747, loss_cls: 6.6110, loss: 6.6110 2025-08-17 22:55:00,636 - pyskl - INFO - Epoch [119][1200/7492] lr: 5.356e-03, eta: 1 day, 10:38:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4128, top5_acc: 0.6744, loss_cls: 6.6794, loss: 6.6794 2025-08-17 22:55:53,126 - pyskl - INFO - Epoch [119][1300/7492] lr: 5.351e-03, eta: 1 day, 10:37:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3956, top5_acc: 0.6763, loss_cls: 6.6282, loss: 6.6282 2025-08-17 22:56:45,656 - pyskl - INFO - Epoch [119][1400/7492] lr: 5.347e-03, eta: 1 day, 10:36:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4084, top5_acc: 0.6600, loss_cls: 6.6497, loss: 6.6497 2025-08-17 22:57:38,011 - pyskl - INFO - Epoch [119][1500/7492] lr: 5.343e-03, eta: 1 day, 10:36:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4109, top5_acc: 0.6778, loss_cls: 6.6612, loss: 6.6612 2025-08-17 22:58:30,859 - pyskl - INFO - Epoch [119][1600/7492] lr: 5.338e-03, eta: 1 day, 10:35:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4072, top5_acc: 0.6706, loss_cls: 6.7189, loss: 6.7189 2025-08-17 22:59:23,360 - pyskl - INFO - Epoch [119][1700/7492] lr: 5.334e-03, eta: 1 day, 10:34:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3975, top5_acc: 0.6631, loss_cls: 6.7821, loss: 6.7821 2025-08-17 23:00:15,923 - pyskl - INFO - Epoch [119][1800/7492] lr: 5.330e-03, eta: 1 day, 10:33:24, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6737, loss_cls: 6.5941, loss: 6.5941 2025-08-17 23:01:08,334 - pyskl - INFO - Epoch [119][1900/7492] lr: 5.326e-03, eta: 1 day, 10:32:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4006, top5_acc: 0.6547, loss_cls: 6.7175, loss: 6.7175 2025-08-17 23:02:00,527 - pyskl - INFO - Epoch [119][2000/7492] lr: 5.321e-03, eta: 1 day, 10:31:39, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4050, top5_acc: 0.6731, loss_cls: 6.5917, loss: 6.5917 2025-08-17 23:02:53,044 - pyskl - INFO - Epoch [119][2100/7492] lr: 5.317e-03, eta: 1 day, 10:30:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4147, top5_acc: 0.6784, loss_cls: 6.6734, loss: 6.6734 2025-08-17 23:03:45,604 - pyskl - INFO - Epoch [119][2200/7492] lr: 5.313e-03, eta: 1 day, 10:29:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4006, top5_acc: 0.6684, loss_cls: 6.6354, loss: 6.6354 2025-08-17 23:04:37,993 - pyskl - INFO - Epoch [119][2300/7492] lr: 5.308e-03, eta: 1 day, 10:29:02, time: 0.525, data_time: 0.002, memory: 13026, top1_acc: 0.4091, top5_acc: 0.6803, loss_cls: 6.6818, loss: 6.6818 2025-08-17 23:05:30,673 - pyskl - INFO - Epoch [119][2400/7492] lr: 5.304e-03, eta: 1 day, 10:28:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4103, top5_acc: 0.6837, loss_cls: 6.5227, loss: 6.5227 2025-08-17 23:06:23,082 - pyskl - INFO - Epoch [119][2500/7492] lr: 5.300e-03, eta: 1 day, 10:27:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4147, top5_acc: 0.6687, loss_cls: 6.6788, loss: 6.6788 2025-08-17 23:07:15,493 - pyskl - INFO - Epoch [119][2600/7492] lr: 5.295e-03, eta: 1 day, 10:26:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4019, top5_acc: 0.6659, loss_cls: 6.6654, loss: 6.6654 2025-08-17 23:08:08,284 - pyskl - INFO - Epoch [119][2700/7492] lr: 5.291e-03, eta: 1 day, 10:25:33, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4088, top5_acc: 0.6697, loss_cls: 6.6459, loss: 6.6459 2025-08-17 23:09:00,935 - pyskl - INFO - Epoch [119][2800/7492] lr: 5.287e-03, eta: 1 day, 10:24:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4134, top5_acc: 0.6806, loss_cls: 6.6225, loss: 6.6225 2025-08-17 23:09:53,190 - pyskl - INFO - Epoch [119][2900/7492] lr: 5.282e-03, eta: 1 day, 10:23:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6834, loss_cls: 6.5810, loss: 6.5810 2025-08-17 23:10:45,749 - pyskl - INFO - Epoch [119][3000/7492] lr: 5.278e-03, eta: 1 day, 10:22:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4044, top5_acc: 0.6647, loss_cls: 6.7071, loss: 6.7071 2025-08-17 23:11:38,229 - pyskl - INFO - Epoch [119][3100/7492] lr: 5.274e-03, eta: 1 day, 10:22:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4091, top5_acc: 0.6650, loss_cls: 6.6193, loss: 6.6193 2025-08-17 23:12:30,871 - pyskl - INFO - Epoch [119][3200/7492] lr: 5.270e-03, eta: 1 day, 10:21:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4019, top5_acc: 0.6472, loss_cls: 6.7899, loss: 6.7899 2025-08-17 23:13:23,594 - pyskl - INFO - Epoch [119][3300/7492] lr: 5.265e-03, eta: 1 day, 10:20:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4109, top5_acc: 0.6825, loss_cls: 6.5459, loss: 6.5459 2025-08-17 23:14:16,110 - pyskl - INFO - Epoch [119][3400/7492] lr: 5.261e-03, eta: 1 day, 10:19:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4022, top5_acc: 0.6663, loss_cls: 6.7302, loss: 6.7302 2025-08-17 23:15:08,573 - pyskl - INFO - Epoch [119][3500/7492] lr: 5.257e-03, eta: 1 day, 10:18:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3894, top5_acc: 0.6603, loss_cls: 6.7808, loss: 6.7808 2025-08-17 23:16:00,990 - pyskl - INFO - Epoch [119][3600/7492] lr: 5.252e-03, eta: 1 day, 10:17:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4069, top5_acc: 0.6613, loss_cls: 6.6401, loss: 6.6401 2025-08-17 23:16:53,413 - pyskl - INFO - Epoch [119][3700/7492] lr: 5.248e-03, eta: 1 day, 10:16:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4031, top5_acc: 0.6628, loss_cls: 6.7431, loss: 6.7431 2025-08-17 23:17:46,175 - pyskl - INFO - Epoch [119][3800/7492] lr: 5.244e-03, eta: 1 day, 10:15:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4003, top5_acc: 0.6594, loss_cls: 6.7274, loss: 6.7274 2025-08-17 23:18:38,561 - pyskl - INFO - Epoch [119][3900/7492] lr: 5.240e-03, eta: 1 day, 10:15:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4116, top5_acc: 0.6775, loss_cls: 6.6972, loss: 6.6972 2025-08-17 23:19:31,050 - pyskl - INFO - Epoch [119][4000/7492] lr: 5.235e-03, eta: 1 day, 10:14:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3819, top5_acc: 0.6466, loss_cls: 6.8003, loss: 6.8003 2025-08-17 23:20:23,560 - pyskl - INFO - Epoch [119][4100/7492] lr: 5.231e-03, eta: 1 day, 10:13:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4016, top5_acc: 0.6656, loss_cls: 6.7609, loss: 6.7609 2025-08-17 23:21:16,226 - pyskl - INFO - Epoch [119][4200/7492] lr: 5.227e-03, eta: 1 day, 10:12:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3791, top5_acc: 0.6462, loss_cls: 6.8376, loss: 6.8376 2025-08-17 23:22:08,576 - pyskl - INFO - Epoch [119][4300/7492] lr: 5.222e-03, eta: 1 day, 10:11:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4003, top5_acc: 0.6587, loss_cls: 6.6955, loss: 6.6955 2025-08-17 23:23:01,154 - pyskl - INFO - Epoch [119][4400/7492] lr: 5.218e-03, eta: 1 day, 10:10:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4056, top5_acc: 0.6687, loss_cls: 6.6243, loss: 6.6243 2025-08-17 23:23:53,411 - pyskl - INFO - Epoch [119][4500/7492] lr: 5.214e-03, eta: 1 day, 10:09:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3978, top5_acc: 0.6619, loss_cls: 6.7275, loss: 6.7275 2025-08-17 23:24:45,796 - pyskl - INFO - Epoch [119][4600/7492] lr: 5.210e-03, eta: 1 day, 10:09:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4022, top5_acc: 0.6631, loss_cls: 6.7167, loss: 6.7167 2025-08-17 23:25:38,521 - pyskl - INFO - Epoch [119][4700/7492] lr: 5.205e-03, eta: 1 day, 10:08:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6706, loss_cls: 6.7059, loss: 6.7059 2025-08-17 23:26:31,296 - pyskl - INFO - Epoch [119][4800/7492] lr: 5.201e-03, eta: 1 day, 10:07:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4247, top5_acc: 0.6794, loss_cls: 6.5615, loss: 6.5615 2025-08-17 23:27:24,229 - pyskl - INFO - Epoch [119][4900/7492] lr: 5.197e-03, eta: 1 day, 10:06:25, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4269, top5_acc: 0.6831, loss_cls: 6.5550, loss: 6.5550 2025-08-17 23:28:16,884 - pyskl - INFO - Epoch [119][5000/7492] lr: 5.193e-03, eta: 1 day, 10:05:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4119, top5_acc: 0.6659, loss_cls: 6.7195, loss: 6.7195 2025-08-17 23:29:09,686 - pyskl - INFO - Epoch [119][5100/7492] lr: 5.188e-03, eta: 1 day, 10:04:40, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4037, top5_acc: 0.6641, loss_cls: 6.6864, loss: 6.6864 2025-08-17 23:30:02,267 - pyskl - INFO - Epoch [119][5200/7492] lr: 5.184e-03, eta: 1 day, 10:03:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4113, top5_acc: 0.6553, loss_cls: 6.8181, loss: 6.8181 2025-08-17 23:30:54,929 - pyskl - INFO - Epoch [119][5300/7492] lr: 5.180e-03, eta: 1 day, 10:02:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4056, top5_acc: 0.6672, loss_cls: 6.6919, loss: 6.6919 2025-08-17 23:31:47,476 - pyskl - INFO - Epoch [119][5400/7492] lr: 5.176e-03, eta: 1 day, 10:02:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4094, top5_acc: 0.6681, loss_cls: 6.6197, loss: 6.6197 2025-08-17 23:32:40,405 - pyskl - INFO - Epoch [119][5500/7492] lr: 5.171e-03, eta: 1 day, 10:01:12, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4084, top5_acc: 0.6644, loss_cls: 6.7018, loss: 6.7018 2025-08-17 23:33:32,862 - pyskl - INFO - Epoch [119][5600/7492] lr: 5.167e-03, eta: 1 day, 10:00:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4166, top5_acc: 0.6675, loss_cls: 6.6456, loss: 6.6456 2025-08-17 23:34:25,492 - pyskl - INFO - Epoch [119][5700/7492] lr: 5.163e-03, eta: 1 day, 9:59:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3922, top5_acc: 0.6675, loss_cls: 6.6934, loss: 6.6934 2025-08-17 23:35:18,087 - pyskl - INFO - Epoch [119][5800/7492] lr: 5.159e-03, eta: 1 day, 9:58:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3987, top5_acc: 0.6591, loss_cls: 6.7395, loss: 6.7395 2025-08-17 23:36:10,627 - pyskl - INFO - Epoch [119][5900/7492] lr: 5.154e-03, eta: 1 day, 9:57:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6700, loss_cls: 6.6161, loss: 6.6161 2025-08-17 23:37:03,230 - pyskl - INFO - Epoch [119][6000/7492] lr: 5.150e-03, eta: 1 day, 9:56:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3997, top5_acc: 0.6672, loss_cls: 6.6876, loss: 6.6876 2025-08-17 23:37:55,636 - pyskl - INFO - Epoch [119][6100/7492] lr: 5.146e-03, eta: 1 day, 9:55:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 6.6705, loss: 6.6705 2025-08-17 23:38:48,141 - pyskl - INFO - Epoch [119][6200/7492] lr: 5.142e-03, eta: 1 day, 9:55:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4084, top5_acc: 0.6694, loss_cls: 6.6627, loss: 6.6627 2025-08-17 23:39:40,730 - pyskl - INFO - Epoch [119][6300/7492] lr: 5.137e-03, eta: 1 day, 9:54:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4122, top5_acc: 0.6669, loss_cls: 6.6876, loss: 6.6876 2025-08-17 23:40:33,043 - pyskl - INFO - Epoch [119][6400/7492] lr: 5.133e-03, eta: 1 day, 9:53:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4119, top5_acc: 0.6641, loss_cls: 6.6013, loss: 6.6013 2025-08-17 23:41:25,477 - pyskl - INFO - Epoch [119][6500/7492] lr: 5.129e-03, eta: 1 day, 9:52:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4169, top5_acc: 0.6653, loss_cls: 6.6196, loss: 6.6196 2025-08-17 23:42:18,144 - pyskl - INFO - Epoch [119][6600/7492] lr: 5.125e-03, eta: 1 day, 9:51:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3806, top5_acc: 0.6456, loss_cls: 6.8524, loss: 6.8524 2025-08-17 23:43:10,693 - pyskl - INFO - Epoch [119][6700/7492] lr: 5.120e-03, eta: 1 day, 9:50:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4056, top5_acc: 0.6616, loss_cls: 6.6881, loss: 6.6881 2025-08-17 23:44:03,158 - pyskl - INFO - Epoch [119][6800/7492] lr: 5.116e-03, eta: 1 day, 9:49:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4044, top5_acc: 0.6684, loss_cls: 6.6679, loss: 6.6679 2025-08-17 23:44:55,675 - pyskl - INFO - Epoch [119][6900/7492] lr: 5.112e-03, eta: 1 day, 9:49:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3909, top5_acc: 0.6516, loss_cls: 6.8326, loss: 6.8326 2025-08-17 23:45:48,083 - pyskl - INFO - Epoch [119][7000/7492] lr: 5.108e-03, eta: 1 day, 9:48:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4028, top5_acc: 0.6562, loss_cls: 6.6649, loss: 6.6649 2025-08-17 23:46:40,776 - pyskl - INFO - Epoch [119][7100/7492] lr: 5.103e-03, eta: 1 day, 9:47:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3969, top5_acc: 0.6653, loss_cls: 6.6891, loss: 6.6891 2025-08-17 23:47:33,135 - pyskl - INFO - Epoch [119][7200/7492] lr: 5.099e-03, eta: 1 day, 9:46:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4216, top5_acc: 0.6750, loss_cls: 6.6362, loss: 6.6362 2025-08-17 23:48:25,674 - pyskl - INFO - Epoch [119][7300/7492] lr: 5.095e-03, eta: 1 day, 9:45:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.3906, top5_acc: 0.6553, loss_cls: 6.7829, loss: 6.7829 2025-08-17 23:49:18,278 - pyskl - INFO - Epoch [119][7400/7492] lr: 5.091e-03, eta: 1 day, 9:44:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3909, top5_acc: 0.6666, loss_cls: 6.7039, loss: 6.7039 2025-08-17 23:50:07,680 - pyskl - INFO - Saving checkpoint at 119 epochs 2025-08-17 23:51:02,959 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-17 23:51:03,698 - pyskl - INFO - top1_acc 0.3538 top5_acc 0.6072 2025-08-17 23:51:03,698 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-17 23:51:03,737 - pyskl - INFO - mean_acc 0.3536 2025-08-17 23:51:03,798 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_118.pth was removed 2025-08-17 23:51:04,865 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_119.pth. 2025-08-17 23:51:04,866 - pyskl - INFO - Best top1_acc is 0.3538 at 119 epoch. 2025-08-17 23:51:04,879 - pyskl - INFO - Epoch(val) [119][617] top1_acc: 0.3538, top5_acc: 0.6072, mean_class_accuracy: 0.3536 2025-08-17 23:52:26,381 - pyskl - INFO - Epoch [120][100/7492] lr: 5.083e-03, eta: 1 day, 9:42:54, time: 0.815, data_time: 0.289, memory: 13026, top1_acc: 0.4106, top5_acc: 0.6694, loss_cls: 6.6520, loss: 6.6520 2025-08-17 23:53:18,476 - pyskl - INFO - Epoch [120][200/7492] lr: 5.078e-03, eta: 1 day, 9:42:02, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4303, top5_acc: 0.6869, loss_cls: 6.4909, loss: 6.4909 2025-08-17 23:54:10,951 - pyskl - INFO - Epoch [120][300/7492] lr: 5.074e-03, eta: 1 day, 9:41:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4103, top5_acc: 0.6681, loss_cls: 6.6137, loss: 6.6137 2025-08-17 23:55:03,524 - pyskl - INFO - Epoch [120][400/7492] lr: 5.070e-03, eta: 1 day, 9:40:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4319, top5_acc: 0.6791, loss_cls: 6.5574, loss: 6.5574 2025-08-17 23:55:55,456 - pyskl - INFO - Epoch [120][500/7492] lr: 5.066e-03, eta: 1 day, 9:39:25, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 6.6036, loss: 6.6036 2025-08-17 23:56:47,600 - pyskl - INFO - Epoch [120][600/7492] lr: 5.061e-03, eta: 1 day, 9:38:33, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4241, top5_acc: 0.6894, loss_cls: 6.5207, loss: 6.5207 2025-08-17 23:57:39,936 - pyskl - INFO - Epoch [120][700/7492] lr: 5.057e-03, eta: 1 day, 9:37:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4150, top5_acc: 0.6797, loss_cls: 6.5467, loss: 6.5467 2025-08-17 23:58:32,140 - pyskl - INFO - Epoch [120][800/7492] lr: 5.053e-03, eta: 1 day, 9:36:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4097, top5_acc: 0.6609, loss_cls: 6.7428, loss: 6.7428 2025-08-17 23:59:24,434 - pyskl - INFO - Epoch [120][900/7492] lr: 5.049e-03, eta: 1 day, 9:35:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4278, top5_acc: 0.6822, loss_cls: 6.5525, loss: 6.5525 2025-08-18 00:00:16,744 - pyskl - INFO - Epoch [120][1000/7492] lr: 5.045e-03, eta: 1 day, 9:35:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4178, top5_acc: 0.6816, loss_cls: 6.5174, loss: 6.5174 2025-08-18 00:01:08,995 - pyskl - INFO - Epoch [120][1100/7492] lr: 5.040e-03, eta: 1 day, 9:34:11, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4238, top5_acc: 0.6781, loss_cls: 6.5975, loss: 6.5975 2025-08-18 00:02:01,769 - pyskl - INFO - Epoch [120][1200/7492] lr: 5.036e-03, eta: 1 day, 9:33:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4181, top5_acc: 0.6803, loss_cls: 6.6291, loss: 6.6291 2025-08-18 00:02:54,057 - pyskl - INFO - Epoch [120][1300/7492] lr: 5.032e-03, eta: 1 day, 9:32:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4197, top5_acc: 0.6691, loss_cls: 6.6050, loss: 6.6050 2025-08-18 00:03:46,333 - pyskl - INFO - Epoch [120][1400/7492] lr: 5.028e-03, eta: 1 day, 9:31:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4119, top5_acc: 0.6734, loss_cls: 6.6205, loss: 6.6205 2025-08-18 00:04:38,741 - pyskl - INFO - Epoch [120][1500/7492] lr: 5.024e-03, eta: 1 day, 9:30:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4184, top5_acc: 0.6775, loss_cls: 6.5051, loss: 6.5051 2025-08-18 00:05:31,194 - pyskl - INFO - Epoch [120][1600/7492] lr: 5.019e-03, eta: 1 day, 9:29:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4172, top5_acc: 0.6784, loss_cls: 6.5328, loss: 6.5328 2025-08-18 00:06:23,544 - pyskl - INFO - Epoch [120][1700/7492] lr: 5.015e-03, eta: 1 day, 9:28:58, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4175, top5_acc: 0.6744, loss_cls: 6.5451, loss: 6.5451 2025-08-18 00:07:15,438 - pyskl - INFO - Epoch [120][1800/7492] lr: 5.011e-03, eta: 1 day, 9:28:05, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4138, top5_acc: 0.6744, loss_cls: 6.6201, loss: 6.6201 2025-08-18 00:08:07,384 - pyskl - INFO - Epoch [120][1900/7492] lr: 5.007e-03, eta: 1 day, 9:27:13, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4188, top5_acc: 0.6794, loss_cls: 6.5843, loss: 6.5843 2025-08-18 00:08:59,807 - pyskl - INFO - Epoch [120][2000/7492] lr: 5.003e-03, eta: 1 day, 9:26:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4066, top5_acc: 0.6631, loss_cls: 6.7213, loss: 6.7213 2025-08-18 00:09:52,082 - pyskl - INFO - Epoch [120][2100/7492] lr: 4.998e-03, eta: 1 day, 9:25:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4222, top5_acc: 0.6753, loss_cls: 6.6438, loss: 6.6438 2025-08-18 00:10:44,696 - pyskl - INFO - Epoch [120][2200/7492] lr: 4.994e-03, eta: 1 day, 9:24:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4084, top5_acc: 0.6644, loss_cls: 6.6095, loss: 6.6095 2025-08-18 00:11:37,197 - pyskl - INFO - Epoch [120][2300/7492] lr: 4.990e-03, eta: 1 day, 9:23:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4037, top5_acc: 0.6778, loss_cls: 6.6793, loss: 6.6793 2025-08-18 00:12:29,514 - pyskl - INFO - Epoch [120][2400/7492] lr: 4.986e-03, eta: 1 day, 9:22:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4194, top5_acc: 0.6769, loss_cls: 6.5917, loss: 6.5917 2025-08-18 00:13:22,123 - pyskl - INFO - Epoch [120][2500/7492] lr: 4.982e-03, eta: 1 day, 9:22:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4116, top5_acc: 0.6622, loss_cls: 6.6611, loss: 6.6611 2025-08-18 00:14:14,855 - pyskl - INFO - Epoch [120][2600/7492] lr: 4.977e-03, eta: 1 day, 9:21:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4125, top5_acc: 0.6753, loss_cls: 6.6303, loss: 6.6303 2025-08-18 00:15:07,338 - pyskl - INFO - Epoch [120][2700/7492] lr: 4.973e-03, eta: 1 day, 9:20:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4172, top5_acc: 0.6613, loss_cls: 6.6668, loss: 6.6668 2025-08-18 00:15:59,477 - pyskl - INFO - Epoch [120][2800/7492] lr: 4.969e-03, eta: 1 day, 9:19:23, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4122, top5_acc: 0.6822, loss_cls: 6.5749, loss: 6.5749 2025-08-18 00:16:51,813 - pyskl - INFO - Epoch [120][2900/7492] lr: 4.965e-03, eta: 1 day, 9:18:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.3991, top5_acc: 0.6669, loss_cls: 6.6373, loss: 6.6373 2025-08-18 00:17:44,311 - pyskl - INFO - Epoch [120][3000/7492] lr: 4.961e-03, eta: 1 day, 9:17:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4088, top5_acc: 0.6719, loss_cls: 6.6861, loss: 6.6861 2025-08-18 00:18:36,841 - pyskl - INFO - Epoch [120][3100/7492] lr: 4.957e-03, eta: 1 day, 9:16:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4031, top5_acc: 0.6691, loss_cls: 6.6974, loss: 6.6974 2025-08-18 00:19:29,536 - pyskl - INFO - Epoch [120][3200/7492] lr: 4.952e-03, eta: 1 day, 9:15:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4069, top5_acc: 0.6650, loss_cls: 6.6556, loss: 6.6556 2025-08-18 00:20:21,902 - pyskl - INFO - Epoch [120][3300/7492] lr: 4.948e-03, eta: 1 day, 9:15:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4169, top5_acc: 0.6831, loss_cls: 6.6097, loss: 6.6097 2025-08-18 00:21:14,281 - pyskl - INFO - Epoch [120][3400/7492] lr: 4.944e-03, eta: 1 day, 9:14:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4200, top5_acc: 0.6644, loss_cls: 6.6709, loss: 6.6709 2025-08-18 00:22:06,693 - pyskl - INFO - Epoch [120][3500/7492] lr: 4.940e-03, eta: 1 day, 9:13:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4031, top5_acc: 0.6653, loss_cls: 6.6622, loss: 6.6622 2025-08-18 00:22:59,159 - pyskl - INFO - Epoch [120][3600/7492] lr: 4.936e-03, eta: 1 day, 9:12:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4012, top5_acc: 0.6687, loss_cls: 6.7405, loss: 6.7405 2025-08-18 00:23:51,516 - pyskl - INFO - Epoch [120][3700/7492] lr: 4.932e-03, eta: 1 day, 9:11:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3919, top5_acc: 0.6637, loss_cls: 6.7309, loss: 6.7309 2025-08-18 00:24:43,967 - pyskl - INFO - Epoch [120][3800/7492] lr: 4.927e-03, eta: 1 day, 9:10:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.3984, top5_acc: 0.6691, loss_cls: 6.6977, loss: 6.6977 2025-08-18 00:25:36,363 - pyskl - INFO - Epoch [120][3900/7492] lr: 4.923e-03, eta: 1 day, 9:09:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4012, top5_acc: 0.6628, loss_cls: 6.6729, loss: 6.6729 2025-08-18 00:26:29,028 - pyskl - INFO - Epoch [120][4000/7492] lr: 4.919e-03, eta: 1 day, 9:08:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 6.7008, loss: 6.7008 2025-08-18 00:27:21,532 - pyskl - INFO - Epoch [120][4100/7492] lr: 4.915e-03, eta: 1 day, 9:08:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4166, top5_acc: 0.6694, loss_cls: 6.5766, loss: 6.5766 2025-08-18 00:28:13,937 - pyskl - INFO - Epoch [120][4200/7492] lr: 4.911e-03, eta: 1 day, 9:07:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4316, top5_acc: 0.6687, loss_cls: 6.4575, loss: 6.4575 2025-08-18 00:29:06,155 - pyskl - INFO - Epoch [120][4300/7492] lr: 4.907e-03, eta: 1 day, 9:06:19, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.3950, top5_acc: 0.6675, loss_cls: 6.6272, loss: 6.6272 2025-08-18 00:29:58,749 - pyskl - INFO - Epoch [120][4400/7492] lr: 4.902e-03, eta: 1 day, 9:05:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4097, top5_acc: 0.6778, loss_cls: 6.6596, loss: 6.6596 2025-08-18 00:30:51,482 - pyskl - INFO - Epoch [120][4500/7492] lr: 4.898e-03, eta: 1 day, 9:04:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4094, top5_acc: 0.6884, loss_cls: 6.5317, loss: 6.5317 2025-08-18 00:31:44,228 - pyskl - INFO - Epoch [120][4600/7492] lr: 4.894e-03, eta: 1 day, 9:03:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4097, top5_acc: 0.6647, loss_cls: 6.6904, loss: 6.6904 2025-08-18 00:32:36,280 - pyskl - INFO - Epoch [120][4700/7492] lr: 4.890e-03, eta: 1 day, 9:02:50, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4216, top5_acc: 0.6859, loss_cls: 6.5465, loss: 6.5465 2025-08-18 00:33:29,049 - pyskl - INFO - Epoch [120][4800/7492] lr: 4.886e-03, eta: 1 day, 9:01:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4103, top5_acc: 0.6778, loss_cls: 6.6339, loss: 6.6339 2025-08-18 00:34:21,576 - pyskl - INFO - Epoch [120][4900/7492] lr: 4.882e-03, eta: 1 day, 9:01:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4072, top5_acc: 0.6609, loss_cls: 6.6419, loss: 6.6419 2025-08-18 00:35:14,031 - pyskl - INFO - Epoch [120][5000/7492] lr: 4.877e-03, eta: 1 day, 9:00:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4053, top5_acc: 0.6506, loss_cls: 6.7249, loss: 6.7249 2025-08-18 00:36:06,504 - pyskl - INFO - Epoch [120][5100/7492] lr: 4.873e-03, eta: 1 day, 8:59:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4156, top5_acc: 0.6700, loss_cls: 6.6045, loss: 6.6045 2025-08-18 00:36:59,222 - pyskl - INFO - Epoch [120][5200/7492] lr: 4.869e-03, eta: 1 day, 8:58:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4078, top5_acc: 0.6744, loss_cls: 6.6631, loss: 6.6631 2025-08-18 00:37:51,749 - pyskl - INFO - Epoch [120][5300/7492] lr: 4.865e-03, eta: 1 day, 8:57:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4028, top5_acc: 0.6522, loss_cls: 6.7795, loss: 6.7795 2025-08-18 00:38:44,258 - pyskl - INFO - Epoch [120][5400/7492] lr: 4.861e-03, eta: 1 day, 8:56:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4031, top5_acc: 0.6613, loss_cls: 6.6344, loss: 6.6344 2025-08-18 00:39:36,711 - pyskl - INFO - Epoch [120][5500/7492] lr: 4.857e-03, eta: 1 day, 8:55:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4213, top5_acc: 0.6672, loss_cls: 6.7315, loss: 6.7315 2025-08-18 00:40:29,405 - pyskl - INFO - Epoch [120][5600/7492] lr: 4.853e-03, eta: 1 day, 8:55:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4194, top5_acc: 0.6753, loss_cls: 6.5867, loss: 6.5867 2025-08-18 00:41:21,516 - pyskl - INFO - Epoch [120][5700/7492] lr: 4.848e-03, eta: 1 day, 8:54:08, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4078, top5_acc: 0.6778, loss_cls: 6.6722, loss: 6.6722 2025-08-18 00:42:14,161 - pyskl - INFO - Epoch [120][5800/7492] lr: 4.844e-03, eta: 1 day, 8:53:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3928, top5_acc: 0.6422, loss_cls: 6.7931, loss: 6.7931 2025-08-18 00:43:07,205 - pyskl - INFO - Epoch [120][5900/7492] lr: 4.840e-03, eta: 1 day, 8:52:24, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4234, top5_acc: 0.6772, loss_cls: 6.5433, loss: 6.5433 2025-08-18 00:43:59,915 - pyskl - INFO - Epoch [120][6000/7492] lr: 4.836e-03, eta: 1 day, 8:51:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4125, top5_acc: 0.6769, loss_cls: 6.5898, loss: 6.5898 2025-08-18 00:44:52,626 - pyskl - INFO - Epoch [120][6100/7492] lr: 4.832e-03, eta: 1 day, 8:50:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3928, top5_acc: 0.6559, loss_cls: 6.7318, loss: 6.7318 2025-08-18 00:45:45,643 - pyskl - INFO - Epoch [120][6200/7492] lr: 4.828e-03, eta: 1 day, 8:49:47, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4200, top5_acc: 0.6737, loss_cls: 6.5910, loss: 6.5910 2025-08-18 00:46:38,495 - pyskl - INFO - Epoch [120][6300/7492] lr: 4.824e-03, eta: 1 day, 8:48:55, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.3984, top5_acc: 0.6481, loss_cls: 6.7793, loss: 6.7793 2025-08-18 00:47:31,448 - pyskl - INFO - Epoch [120][6400/7492] lr: 4.820e-03, eta: 1 day, 8:48:03, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4138, top5_acc: 0.6725, loss_cls: 6.6716, loss: 6.6716 2025-08-18 00:48:24,577 - pyskl - INFO - Epoch [120][6500/7492] lr: 4.815e-03, eta: 1 day, 8:47:11, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.4153, top5_acc: 0.6797, loss_cls: 6.5295, loss: 6.5295 2025-08-18 00:49:17,530 - pyskl - INFO - Epoch [120][6600/7492] lr: 4.811e-03, eta: 1 day, 8:46:19, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4053, top5_acc: 0.6694, loss_cls: 6.5827, loss: 6.5827 2025-08-18 00:50:10,358 - pyskl - INFO - Epoch [120][6700/7492] lr: 4.807e-03, eta: 1 day, 8:45:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4144, top5_acc: 0.6700, loss_cls: 6.5798, loss: 6.5798 2025-08-18 00:51:03,195 - pyskl - INFO - Epoch [120][6800/7492] lr: 4.803e-03, eta: 1 day, 8:44:35, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4100, top5_acc: 0.6744, loss_cls: 6.6042, loss: 6.6042 2025-08-18 00:51:55,935 - pyskl - INFO - Epoch [120][6900/7492] lr: 4.799e-03, eta: 1 day, 8:43:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6637, loss_cls: 6.6925, loss: 6.6925 2025-08-18 00:52:48,709 - pyskl - INFO - Epoch [120][7000/7492] lr: 4.795e-03, eta: 1 day, 8:42:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4091, top5_acc: 0.6700, loss_cls: 6.6356, loss: 6.6356 2025-08-18 00:53:41,691 - pyskl - INFO - Epoch [120][7100/7492] lr: 4.791e-03, eta: 1 day, 8:41:58, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6547, loss_cls: 6.7124, loss: 6.7124 2025-08-18 00:54:34,415 - pyskl - INFO - Epoch [120][7200/7492] lr: 4.787e-03, eta: 1 day, 8:41:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4041, top5_acc: 0.6616, loss_cls: 6.7082, loss: 6.7082 2025-08-18 00:55:27,209 - pyskl - INFO - Epoch [120][7300/7492] lr: 4.783e-03, eta: 1 day, 8:40:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4103, top5_acc: 0.6691, loss_cls: 6.6538, loss: 6.6538 2025-08-18 00:56:19,992 - pyskl - INFO - Epoch [120][7400/7492] lr: 4.778e-03, eta: 1 day, 8:39:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4006, top5_acc: 0.6525, loss_cls: 6.7515, loss: 6.7515 2025-08-18 00:57:09,403 - pyskl - INFO - Saving checkpoint at 120 epochs 2025-08-18 00:58:04,418 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 00:58:05,155 - pyskl - INFO - top1_acc 0.3526 top5_acc 0.6107 2025-08-18 00:58:05,155 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 00:58:05,194 - pyskl - INFO - mean_acc 0.3525 2025-08-18 00:58:05,207 - pyskl - INFO - Epoch(val) [120][617] top1_acc: 0.3526, top5_acc: 0.6107, mean_class_accuracy: 0.3525 2025-08-18 00:59:27,055 - pyskl - INFO - Epoch [121][100/7492] lr: 4.771e-03, eta: 1 day, 8:37:37, time: 0.818, data_time: 0.293, memory: 13026, top1_acc: 0.4209, top5_acc: 0.6913, loss_cls: 6.5240, loss: 6.5240 2025-08-18 01:00:19,618 - pyskl - INFO - Epoch [121][200/7492] lr: 4.766e-03, eta: 1 day, 8:36:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4122, top5_acc: 0.6734, loss_cls: 6.6468, loss: 6.6468 2025-08-18 01:01:12,288 - pyskl - INFO - Epoch [121][300/7492] lr: 4.762e-03, eta: 1 day, 8:35:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4194, top5_acc: 0.6791, loss_cls: 6.5804, loss: 6.5804 2025-08-18 01:02:04,658 - pyskl - INFO - Epoch [121][400/7492] lr: 4.758e-03, eta: 1 day, 8:35:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4291, top5_acc: 0.6897, loss_cls: 6.5699, loss: 6.5699 2025-08-18 01:02:56,842 - pyskl - INFO - Epoch [121][500/7492] lr: 4.754e-03, eta: 1 day, 8:34:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4222, top5_acc: 0.6819, loss_cls: 6.5053, loss: 6.5053 2025-08-18 01:03:49,341 - pyskl - INFO - Epoch [121][600/7492] lr: 4.750e-03, eta: 1 day, 8:33:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4172, top5_acc: 0.6834, loss_cls: 6.4931, loss: 6.4931 2025-08-18 01:04:41,670 - pyskl - INFO - Epoch [121][700/7492] lr: 4.746e-03, eta: 1 day, 8:32:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4275, top5_acc: 0.6841, loss_cls: 6.5147, loss: 6.5147 2025-08-18 01:05:34,065 - pyskl - INFO - Epoch [121][800/7492] lr: 4.742e-03, eta: 1 day, 8:31:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4159, top5_acc: 0.6878, loss_cls: 6.4889, loss: 6.4889 2025-08-18 01:06:26,469 - pyskl - INFO - Epoch [121][900/7492] lr: 4.738e-03, eta: 1 day, 8:30:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4169, top5_acc: 0.6750, loss_cls: 6.5890, loss: 6.5890 2025-08-18 01:07:18,752 - pyskl - INFO - Epoch [121][1000/7492] lr: 4.734e-03, eta: 1 day, 8:29:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4088, top5_acc: 0.6859, loss_cls: 6.6063, loss: 6.6063 2025-08-18 01:08:11,073 - pyskl - INFO - Epoch [121][1100/7492] lr: 4.730e-03, eta: 1 day, 8:28:54, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4094, top5_acc: 0.6725, loss_cls: 6.5177, loss: 6.5177 2025-08-18 01:09:03,433 - pyskl - INFO - Epoch [121][1200/7492] lr: 4.725e-03, eta: 1 day, 8:28:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4400, top5_acc: 0.6944, loss_cls: 6.4722, loss: 6.4722 2025-08-18 01:09:56,058 - pyskl - INFO - Epoch [121][1300/7492] lr: 4.721e-03, eta: 1 day, 8:27:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4153, top5_acc: 0.6887, loss_cls: 6.5375, loss: 6.5375 2025-08-18 01:10:48,630 - pyskl - INFO - Epoch [121][1400/7492] lr: 4.717e-03, eta: 1 day, 8:26:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.3950, top5_acc: 0.6600, loss_cls: 6.7318, loss: 6.7318 2025-08-18 01:11:41,085 - pyskl - INFO - Epoch [121][1500/7492] lr: 4.713e-03, eta: 1 day, 8:25:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4019, top5_acc: 0.6781, loss_cls: 6.6765, loss: 6.6765 2025-08-18 01:12:33,542 - pyskl - INFO - Epoch [121][1600/7492] lr: 4.709e-03, eta: 1 day, 8:24:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4163, top5_acc: 0.6825, loss_cls: 6.5776, loss: 6.5776 2025-08-18 01:13:25,822 - pyskl - INFO - Epoch [121][1700/7492] lr: 4.705e-03, eta: 1 day, 8:23:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4275, top5_acc: 0.6837, loss_cls: 6.5950, loss: 6.5950 2025-08-18 01:14:18,143 - pyskl - INFO - Epoch [121][1800/7492] lr: 4.701e-03, eta: 1 day, 8:22:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4094, top5_acc: 0.6684, loss_cls: 6.6530, loss: 6.6530 2025-08-18 01:15:10,589 - pyskl - INFO - Epoch [121][1900/7492] lr: 4.697e-03, eta: 1 day, 8:21:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4128, top5_acc: 0.6756, loss_cls: 6.6056, loss: 6.6056 2025-08-18 01:16:02,815 - pyskl - INFO - Epoch [121][2000/7492] lr: 4.693e-03, eta: 1 day, 8:21:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4116, top5_acc: 0.6731, loss_cls: 6.6271, loss: 6.6271 2025-08-18 01:16:55,042 - pyskl - INFO - Epoch [121][2100/7492] lr: 4.689e-03, eta: 1 day, 8:20:12, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4325, top5_acc: 0.6797, loss_cls: 6.5142, loss: 6.5142 2025-08-18 01:17:47,257 - pyskl - INFO - Epoch [121][2200/7492] lr: 4.685e-03, eta: 1 day, 8:19:19, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4144, top5_acc: 0.6837, loss_cls: 6.5542, loss: 6.5542 2025-08-18 01:18:39,538 - pyskl - INFO - Epoch [121][2300/7492] lr: 4.681e-03, eta: 1 day, 8:18:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4078, top5_acc: 0.6659, loss_cls: 6.6664, loss: 6.6664 2025-08-18 01:19:32,018 - pyskl - INFO - Epoch [121][2400/7492] lr: 4.676e-03, eta: 1 day, 8:17:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4163, top5_acc: 0.6741, loss_cls: 6.5660, loss: 6.5660 2025-08-18 01:20:24,177 - pyskl - INFO - Epoch [121][2500/7492] lr: 4.672e-03, eta: 1 day, 8:16:43, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6631, loss_cls: 6.6070, loss: 6.6070 2025-08-18 01:21:16,329 - pyskl - INFO - Epoch [121][2600/7492] lr: 4.668e-03, eta: 1 day, 8:15:50, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4122, top5_acc: 0.6737, loss_cls: 6.5443, loss: 6.5443 2025-08-18 01:22:08,346 - pyskl - INFO - Epoch [121][2700/7492] lr: 4.664e-03, eta: 1 day, 8:14:58, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4125, top5_acc: 0.6613, loss_cls: 6.6225, loss: 6.6225 2025-08-18 01:23:00,328 - pyskl - INFO - Epoch [121][2800/7492] lr: 4.660e-03, eta: 1 day, 8:14:06, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4194, top5_acc: 0.6816, loss_cls: 6.5982, loss: 6.5982 2025-08-18 01:23:52,726 - pyskl - INFO - Epoch [121][2900/7492] lr: 4.656e-03, eta: 1 day, 8:13:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4125, top5_acc: 0.6700, loss_cls: 6.5072, loss: 6.5072 2025-08-18 01:24:45,180 - pyskl - INFO - Epoch [121][3000/7492] lr: 4.652e-03, eta: 1 day, 8:12:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4034, top5_acc: 0.6772, loss_cls: 6.6280, loss: 6.6280 2025-08-18 01:25:37,609 - pyskl - INFO - Epoch [121][3100/7492] lr: 4.648e-03, eta: 1 day, 8:11:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4019, top5_acc: 0.6647, loss_cls: 6.6940, loss: 6.6940 2025-08-18 01:26:30,279 - pyskl - INFO - Epoch [121][3200/7492] lr: 4.644e-03, eta: 1 day, 8:10:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4306, top5_acc: 0.6906, loss_cls: 6.4538, loss: 6.4538 2025-08-18 01:27:23,339 - pyskl - INFO - Epoch [121][3300/7492] lr: 4.640e-03, eta: 1 day, 8:09:45, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.4138, top5_acc: 0.6703, loss_cls: 6.6373, loss: 6.6373 2025-08-18 01:28:15,532 - pyskl - INFO - Epoch [121][3400/7492] lr: 4.636e-03, eta: 1 day, 8:08:52, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4150, top5_acc: 0.6666, loss_cls: 6.6753, loss: 6.6753 2025-08-18 01:29:07,631 - pyskl - INFO - Epoch [121][3500/7492] lr: 4.632e-03, eta: 1 day, 8:08:00, time: 0.523, data_time: 0.002, memory: 13026, top1_acc: 0.4266, top5_acc: 0.6731, loss_cls: 6.6098, loss: 6.6098 2025-08-18 01:29:59,704 - pyskl - INFO - Epoch [121][3600/7492] lr: 4.628e-03, eta: 1 day, 8:07:08, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4181, top5_acc: 0.6850, loss_cls: 6.4713, loss: 6.4713 2025-08-18 01:30:52,230 - pyskl - INFO - Epoch [121][3700/7492] lr: 4.624e-03, eta: 1 day, 8:06:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4069, top5_acc: 0.6659, loss_cls: 6.7228, loss: 6.7228 2025-08-18 01:31:44,658 - pyskl - INFO - Epoch [121][3800/7492] lr: 4.620e-03, eta: 1 day, 8:05:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4116, top5_acc: 0.6713, loss_cls: 6.6501, loss: 6.6501 2025-08-18 01:32:37,327 - pyskl - INFO - Epoch [121][3900/7492] lr: 4.616e-03, eta: 1 day, 8:04:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4037, top5_acc: 0.6575, loss_cls: 6.6318, loss: 6.6318 2025-08-18 01:33:29,752 - pyskl - INFO - Epoch [121][4000/7492] lr: 4.612e-03, eta: 1 day, 8:03:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4062, top5_acc: 0.6669, loss_cls: 6.5881, loss: 6.5881 2025-08-18 01:34:22,084 - pyskl - INFO - Epoch [121][4100/7492] lr: 4.608e-03, eta: 1 day, 8:02:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4191, top5_acc: 0.6737, loss_cls: 6.5769, loss: 6.5769 2025-08-18 01:35:14,296 - pyskl - INFO - Epoch [121][4200/7492] lr: 4.603e-03, eta: 1 day, 8:01:54, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4191, top5_acc: 0.6875, loss_cls: 6.5264, loss: 6.5264 2025-08-18 01:36:06,742 - pyskl - INFO - Epoch [121][4300/7492] lr: 4.599e-03, eta: 1 day, 8:01:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4278, top5_acc: 0.6863, loss_cls: 6.5338, loss: 6.5338 2025-08-18 01:36:59,504 - pyskl - INFO - Epoch [121][4400/7492] lr: 4.595e-03, eta: 1 day, 8:00:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4194, top5_acc: 0.6884, loss_cls: 6.4976, loss: 6.4976 2025-08-18 01:37:52,233 - pyskl - INFO - Epoch [121][4500/7492] lr: 4.591e-03, eta: 1 day, 7:59:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4031, top5_acc: 0.6481, loss_cls: 6.7766, loss: 6.7766 2025-08-18 01:38:44,944 - pyskl - INFO - Epoch [121][4600/7492] lr: 4.587e-03, eta: 1 day, 7:58:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4147, top5_acc: 0.6616, loss_cls: 6.6361, loss: 6.6361 2025-08-18 01:39:37,423 - pyskl - INFO - Epoch [121][4700/7492] lr: 4.583e-03, eta: 1 day, 7:57:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6841, loss_cls: 6.6419, loss: 6.6419 2025-08-18 01:40:30,385 - pyskl - INFO - Epoch [121][4800/7492] lr: 4.579e-03, eta: 1 day, 7:56:41, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4178, top5_acc: 0.6722, loss_cls: 6.6250, loss: 6.6250 2025-08-18 01:41:23,021 - pyskl - INFO - Epoch [121][4900/7492] lr: 4.575e-03, eta: 1 day, 7:55:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4113, top5_acc: 0.6728, loss_cls: 6.6506, loss: 6.6506 2025-08-18 01:42:15,583 - pyskl - INFO - Epoch [121][5000/7492] lr: 4.571e-03, eta: 1 day, 7:54:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4022, top5_acc: 0.6641, loss_cls: 6.6603, loss: 6.6603 2025-08-18 01:43:08,214 - pyskl - INFO - Epoch [121][5100/7492] lr: 4.567e-03, eta: 1 day, 7:54:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4044, top5_acc: 0.6691, loss_cls: 6.6308, loss: 6.6308 2025-08-18 01:44:00,697 - pyskl - INFO - Epoch [121][5200/7492] lr: 4.563e-03, eta: 1 day, 7:53:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4450, top5_acc: 0.7034, loss_cls: 6.4138, loss: 6.4138 2025-08-18 01:44:53,172 - pyskl - INFO - Epoch [121][5300/7492] lr: 4.559e-03, eta: 1 day, 7:52:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4075, top5_acc: 0.6691, loss_cls: 6.5882, loss: 6.5882 2025-08-18 01:45:45,602 - pyskl - INFO - Epoch [121][5400/7492] lr: 4.555e-03, eta: 1 day, 7:51:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4078, top5_acc: 0.6797, loss_cls: 6.5105, loss: 6.5105 2025-08-18 01:46:37,957 - pyskl - INFO - Epoch [121][5500/7492] lr: 4.551e-03, eta: 1 day, 7:50:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4288, top5_acc: 0.6750, loss_cls: 6.5269, loss: 6.5269 2025-08-18 01:47:30,659 - pyskl - INFO - Epoch [121][5600/7492] lr: 4.547e-03, eta: 1 day, 7:49:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6756, loss_cls: 6.5802, loss: 6.5802 2025-08-18 01:48:23,538 - pyskl - INFO - Epoch [121][5700/7492] lr: 4.543e-03, eta: 1 day, 7:48:51, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4328, top5_acc: 0.6822, loss_cls: 6.5254, loss: 6.5254 2025-08-18 01:49:16,328 - pyskl - INFO - Epoch [121][5800/7492] lr: 4.539e-03, eta: 1 day, 7:47:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4181, top5_acc: 0.6772, loss_cls: 6.5761, loss: 6.5761 2025-08-18 01:50:09,215 - pyskl - INFO - Epoch [121][5900/7492] lr: 4.535e-03, eta: 1 day, 7:47:07, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4072, top5_acc: 0.6772, loss_cls: 6.4713, loss: 6.4713 2025-08-18 01:51:01,650 - pyskl - INFO - Epoch [121][6000/7492] lr: 4.531e-03, eta: 1 day, 7:46:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4200, top5_acc: 0.6722, loss_cls: 6.5322, loss: 6.5322 2025-08-18 01:51:54,178 - pyskl - INFO - Epoch [121][6100/7492] lr: 4.527e-03, eta: 1 day, 7:45:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4062, top5_acc: 0.6684, loss_cls: 6.6328, loss: 6.6328 2025-08-18 01:52:46,788 - pyskl - INFO - Epoch [121][6200/7492] lr: 4.523e-03, eta: 1 day, 7:44:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4053, top5_acc: 0.6731, loss_cls: 6.5677, loss: 6.5677 2025-08-18 01:53:39,073 - pyskl - INFO - Epoch [121][6300/7492] lr: 4.519e-03, eta: 1 day, 7:43:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4181, top5_acc: 0.6856, loss_cls: 6.5124, loss: 6.5124 2025-08-18 01:54:31,687 - pyskl - INFO - Epoch [121][6400/7492] lr: 4.515e-03, eta: 1 day, 7:42:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4178, top5_acc: 0.6813, loss_cls: 6.5381, loss: 6.5381 2025-08-18 01:55:24,437 - pyskl - INFO - Epoch [121][6500/7492] lr: 4.511e-03, eta: 1 day, 7:41:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4081, top5_acc: 0.6587, loss_cls: 6.6352, loss: 6.6352 2025-08-18 01:56:17,167 - pyskl - INFO - Epoch [121][6600/7492] lr: 4.507e-03, eta: 1 day, 7:41:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4022, top5_acc: 0.6713, loss_cls: 6.6638, loss: 6.6638 2025-08-18 01:57:09,878 - pyskl - INFO - Epoch [121][6700/7492] lr: 4.503e-03, eta: 1 day, 7:40:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4216, top5_acc: 0.6800, loss_cls: 6.5595, loss: 6.5595 2025-08-18 01:58:02,545 - pyskl - INFO - Epoch [121][6800/7492] lr: 4.499e-03, eta: 1 day, 7:39:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4041, top5_acc: 0.6678, loss_cls: 6.6995, loss: 6.6995 2025-08-18 01:58:55,286 - pyskl - INFO - Epoch [121][6900/7492] lr: 4.495e-03, eta: 1 day, 7:38:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4272, top5_acc: 0.6841, loss_cls: 6.4719, loss: 6.4719 2025-08-18 01:59:48,014 - pyskl - INFO - Epoch [121][7000/7492] lr: 4.491e-03, eta: 1 day, 7:37:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.3997, top5_acc: 0.6663, loss_cls: 6.6816, loss: 6.6816 2025-08-18 02:00:40,586 - pyskl - INFO - Epoch [121][7100/7492] lr: 4.487e-03, eta: 1 day, 7:36:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4188, top5_acc: 0.6613, loss_cls: 6.5871, loss: 6.5871 2025-08-18 02:01:33,255 - pyskl - INFO - Epoch [121][7200/7492] lr: 4.483e-03, eta: 1 day, 7:35:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4166, top5_acc: 0.6691, loss_cls: 6.6248, loss: 6.6248 2025-08-18 02:02:25,799 - pyskl - INFO - Epoch [121][7300/7492] lr: 4.479e-03, eta: 1 day, 7:34:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4163, top5_acc: 0.6672, loss_cls: 6.5958, loss: 6.5958 2025-08-18 02:03:18,523 - pyskl - INFO - Epoch [121][7400/7492] lr: 4.475e-03, eta: 1 day, 7:34:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4175, top5_acc: 0.6831, loss_cls: 6.5870, loss: 6.5870 2025-08-18 02:04:07,970 - pyskl - INFO - Saving checkpoint at 121 epochs 2025-08-18 02:05:01,956 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 02:05:02,689 - pyskl - INFO - top1_acc 0.3567 top5_acc 0.6126 2025-08-18 02:05:02,690 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 02:05:02,728 - pyskl - INFO - mean_acc 0.3564 2025-08-18 02:05:02,782 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_119.pth was removed 2025-08-18 02:05:03,785 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_121.pth. 2025-08-18 02:05:03,786 - pyskl - INFO - Best top1_acc is 0.3567 at 121 epoch. 2025-08-18 02:05:03,797 - pyskl - INFO - Epoch(val) [121][617] top1_acc: 0.3567, top5_acc: 0.6126, mean_class_accuracy: 0.3564 2025-08-18 02:06:24,471 - pyskl - INFO - Epoch [122][100/7492] lr: 4.467e-03, eta: 1 day, 7:32:19, time: 0.807, data_time: 0.287, memory: 13026, top1_acc: 0.4106, top5_acc: 0.6763, loss_cls: 6.5456, loss: 6.5456 2025-08-18 02:07:16,952 - pyskl - INFO - Epoch [122][200/7492] lr: 4.463e-03, eta: 1 day, 7:31:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4266, top5_acc: 0.6834, loss_cls: 6.4162, loss: 6.4162 2025-08-18 02:08:09,391 - pyskl - INFO - Epoch [122][300/7492] lr: 4.459e-03, eta: 1 day, 7:30:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4288, top5_acc: 0.6872, loss_cls: 6.4628, loss: 6.4628 2025-08-18 02:09:01,708 - pyskl - INFO - Epoch [122][400/7492] lr: 4.455e-03, eta: 1 day, 7:29:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4225, top5_acc: 0.6875, loss_cls: 6.4557, loss: 6.4557 2025-08-18 02:09:53,927 - pyskl - INFO - Epoch [122][500/7492] lr: 4.451e-03, eta: 1 day, 7:28:50, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4244, top5_acc: 0.6834, loss_cls: 6.5218, loss: 6.5218 2025-08-18 02:10:46,137 - pyskl - INFO - Epoch [122][600/7492] lr: 4.447e-03, eta: 1 day, 7:27:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4147, top5_acc: 0.6791, loss_cls: 6.5648, loss: 6.5648 2025-08-18 02:11:38,088 - pyskl - INFO - Epoch [122][700/7492] lr: 4.443e-03, eta: 1 day, 7:27:05, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4366, top5_acc: 0.6903, loss_cls: 6.5656, loss: 6.5656 2025-08-18 02:12:30,009 - pyskl - INFO - Epoch [122][800/7492] lr: 4.439e-03, eta: 1 day, 7:26:13, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4278, top5_acc: 0.6925, loss_cls: 6.4472, loss: 6.4472 2025-08-18 02:13:22,287 - pyskl - INFO - Epoch [122][900/7492] lr: 4.435e-03, eta: 1 day, 7:25:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4241, top5_acc: 0.6894, loss_cls: 6.5711, loss: 6.5711 2025-08-18 02:14:14,399 - pyskl - INFO - Epoch [122][1000/7492] lr: 4.432e-03, eta: 1 day, 7:24:28, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4238, top5_acc: 0.6894, loss_cls: 6.4441, loss: 6.4441 2025-08-18 02:15:06,802 - pyskl - INFO - Epoch [122][1100/7492] lr: 4.428e-03, eta: 1 day, 7:23:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4203, top5_acc: 0.6903, loss_cls: 6.4833, loss: 6.4833 2025-08-18 02:15:59,180 - pyskl - INFO - Epoch [122][1200/7492] lr: 4.424e-03, eta: 1 day, 7:22:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4253, top5_acc: 0.6853, loss_cls: 6.5313, loss: 6.5313 2025-08-18 02:16:51,564 - pyskl - INFO - Epoch [122][1300/7492] lr: 4.420e-03, eta: 1 day, 7:21:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 6.4392, loss: 6.4392 2025-08-18 02:17:43,955 - pyskl - INFO - Epoch [122][1400/7492] lr: 4.416e-03, eta: 1 day, 7:20:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4134, top5_acc: 0.6666, loss_cls: 6.6543, loss: 6.6543 2025-08-18 02:18:36,296 - pyskl - INFO - Epoch [122][1500/7492] lr: 4.412e-03, eta: 1 day, 7:20:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4209, top5_acc: 0.6922, loss_cls: 6.2891, loss: 6.2891 2025-08-18 02:19:28,546 - pyskl - INFO - Epoch [122][1600/7492] lr: 4.408e-03, eta: 1 day, 7:19:14, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4106, top5_acc: 0.6778, loss_cls: 6.5653, loss: 6.5653 2025-08-18 02:20:20,480 - pyskl - INFO - Epoch [122][1700/7492] lr: 4.404e-03, eta: 1 day, 7:18:22, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4303, top5_acc: 0.6878, loss_cls: 6.4264, loss: 6.4264 2025-08-18 02:21:12,722 - pyskl - INFO - Epoch [122][1800/7492] lr: 4.400e-03, eta: 1 day, 7:17:30, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4263, top5_acc: 0.6925, loss_cls: 6.4032, loss: 6.4032 2025-08-18 02:22:04,760 - pyskl - INFO - Epoch [122][1900/7492] lr: 4.396e-03, eta: 1 day, 7:16:37, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4269, top5_acc: 0.6859, loss_cls: 6.4594, loss: 6.4594 2025-08-18 02:22:57,333 - pyskl - INFO - Epoch [122][2000/7492] lr: 4.392e-03, eta: 1 day, 7:15:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4169, top5_acc: 0.6772, loss_cls: 6.5766, loss: 6.5766 2025-08-18 02:23:49,732 - pyskl - INFO - Epoch [122][2100/7492] lr: 4.388e-03, eta: 1 day, 7:14:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4166, top5_acc: 0.6844, loss_cls: 6.4968, loss: 6.4968 2025-08-18 02:24:42,017 - pyskl - INFO - Epoch [122][2200/7492] lr: 4.384e-03, eta: 1 day, 7:14:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4278, top5_acc: 0.6841, loss_cls: 6.4996, loss: 6.4996 2025-08-18 02:25:34,193 - pyskl - INFO - Epoch [122][2300/7492] lr: 4.380e-03, eta: 1 day, 7:13:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4350, top5_acc: 0.6853, loss_cls: 6.4865, loss: 6.4865 2025-08-18 02:26:26,895 - pyskl - INFO - Epoch [122][2400/7492] lr: 4.376e-03, eta: 1 day, 7:12:16, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4163, top5_acc: 0.6819, loss_cls: 6.4802, loss: 6.4802 2025-08-18 02:27:19,382 - pyskl - INFO - Epoch [122][2500/7492] lr: 4.372e-03, eta: 1 day, 7:11:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4213, top5_acc: 0.6800, loss_cls: 6.6013, loss: 6.6013 2025-08-18 02:28:11,963 - pyskl - INFO - Epoch [122][2600/7492] lr: 4.368e-03, eta: 1 day, 7:10:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4109, top5_acc: 0.6772, loss_cls: 6.5339, loss: 6.5339 2025-08-18 02:29:04,446 - pyskl - INFO - Epoch [122][2700/7492] lr: 4.364e-03, eta: 1 day, 7:09:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4234, top5_acc: 0.6891, loss_cls: 6.5491, loss: 6.5491 2025-08-18 02:29:57,101 - pyskl - INFO - Epoch [122][2800/7492] lr: 4.360e-03, eta: 1 day, 7:08:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4216, top5_acc: 0.6675, loss_cls: 6.6040, loss: 6.6040 2025-08-18 02:30:49,954 - pyskl - INFO - Epoch [122][2900/7492] lr: 4.356e-03, eta: 1 day, 7:07:55, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4150, top5_acc: 0.6744, loss_cls: 6.5568, loss: 6.5568 2025-08-18 02:31:42,309 - pyskl - INFO - Epoch [122][3000/7492] lr: 4.352e-03, eta: 1 day, 7:07:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4275, top5_acc: 0.6834, loss_cls: 6.5174, loss: 6.5174 2025-08-18 02:32:34,816 - pyskl - INFO - Epoch [122][3100/7492] lr: 4.348e-03, eta: 1 day, 7:06:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4241, top5_acc: 0.6884, loss_cls: 6.4657, loss: 6.4657 2025-08-18 02:33:27,039 - pyskl - INFO - Epoch [122][3200/7492] lr: 4.344e-03, eta: 1 day, 7:05:18, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4116, top5_acc: 0.6725, loss_cls: 6.5254, loss: 6.5254 2025-08-18 02:34:19,915 - pyskl - INFO - Epoch [122][3300/7492] lr: 4.341e-03, eta: 1 day, 7:04:26, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 6.5584, loss: 6.5584 2025-08-18 02:35:12,011 - pyskl - INFO - Epoch [122][3400/7492] lr: 4.337e-03, eta: 1 day, 7:03:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4100, top5_acc: 0.6725, loss_cls: 6.6028, loss: 6.6028 2025-08-18 02:36:04,584 - pyskl - INFO - Epoch [122][3500/7492] lr: 4.333e-03, eta: 1 day, 7:02:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4106, top5_acc: 0.6744, loss_cls: 6.5542, loss: 6.5542 2025-08-18 02:36:56,966 - pyskl - INFO - Epoch [122][3600/7492] lr: 4.329e-03, eta: 1 day, 7:01:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4250, top5_acc: 0.6806, loss_cls: 6.5341, loss: 6.5341 2025-08-18 02:37:49,511 - pyskl - INFO - Epoch [122][3700/7492] lr: 4.325e-03, eta: 1 day, 7:00:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4113, top5_acc: 0.6794, loss_cls: 6.6022, loss: 6.6022 2025-08-18 02:38:41,731 - pyskl - INFO - Epoch [122][3800/7492] lr: 4.321e-03, eta: 1 day, 7:00:05, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4075, top5_acc: 0.6781, loss_cls: 6.6280, loss: 6.6280 2025-08-18 02:39:34,171 - pyskl - INFO - Epoch [122][3900/7492] lr: 4.317e-03, eta: 1 day, 6:59:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4166, top5_acc: 0.6684, loss_cls: 6.6021, loss: 6.6021 2025-08-18 02:40:26,612 - pyskl - INFO - Epoch [122][4000/7492] lr: 4.313e-03, eta: 1 day, 6:58:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4281, top5_acc: 0.6913, loss_cls: 6.4777, loss: 6.4777 2025-08-18 02:41:18,903 - pyskl - INFO - Epoch [122][4100/7492] lr: 4.309e-03, eta: 1 day, 6:57:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4194, top5_acc: 0.6703, loss_cls: 6.5071, loss: 6.5071 2025-08-18 02:42:11,190 - pyskl - INFO - Epoch [122][4200/7492] lr: 4.305e-03, eta: 1 day, 6:56:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4009, top5_acc: 0.6744, loss_cls: 6.6511, loss: 6.6511 2025-08-18 02:43:03,661 - pyskl - INFO - Epoch [122][4300/7492] lr: 4.301e-03, eta: 1 day, 6:55:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4153, top5_acc: 0.6816, loss_cls: 6.5589, loss: 6.5589 2025-08-18 02:43:56,291 - pyskl - INFO - Epoch [122][4400/7492] lr: 4.297e-03, eta: 1 day, 6:54:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4125, top5_acc: 0.6778, loss_cls: 6.5665, loss: 6.5665 2025-08-18 02:44:48,904 - pyskl - INFO - Epoch [122][4500/7492] lr: 4.293e-03, eta: 1 day, 6:53:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4153, top5_acc: 0.6741, loss_cls: 6.6075, loss: 6.6075 2025-08-18 02:45:41,446 - pyskl - INFO - Epoch [122][4600/7492] lr: 4.290e-03, eta: 1 day, 6:53:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4231, top5_acc: 0.6809, loss_cls: 6.5375, loss: 6.5375 2025-08-18 02:46:33,822 - pyskl - INFO - Epoch [122][4700/7492] lr: 4.286e-03, eta: 1 day, 6:52:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4175, top5_acc: 0.6819, loss_cls: 6.4946, loss: 6.4946 2025-08-18 02:47:26,485 - pyskl - INFO - Epoch [122][4800/7492] lr: 4.282e-03, eta: 1 day, 6:51:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4153, top5_acc: 0.6747, loss_cls: 6.5063, loss: 6.5063 2025-08-18 02:48:18,940 - pyskl - INFO - Epoch [122][4900/7492] lr: 4.278e-03, eta: 1 day, 6:50:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4234, top5_acc: 0.6694, loss_cls: 6.5845, loss: 6.5845 2025-08-18 02:49:11,466 - pyskl - INFO - Epoch [122][5000/7492] lr: 4.274e-03, eta: 1 day, 6:49:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4022, top5_acc: 0.6791, loss_cls: 6.5291, loss: 6.5291 2025-08-18 02:50:03,957 - pyskl - INFO - Epoch [122][5100/7492] lr: 4.270e-03, eta: 1 day, 6:48:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4363, top5_acc: 0.6991, loss_cls: 6.3707, loss: 6.3707 2025-08-18 02:50:56,774 - pyskl - INFO - Epoch [122][5200/7492] lr: 4.266e-03, eta: 1 day, 6:47:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4219, top5_acc: 0.6775, loss_cls: 6.5204, loss: 6.5204 2025-08-18 02:51:48,990 - pyskl - INFO - Epoch [122][5300/7492] lr: 4.262e-03, eta: 1 day, 6:47:01, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4084, top5_acc: 0.6737, loss_cls: 6.5048, loss: 6.5048 2025-08-18 02:52:41,467 - pyskl - INFO - Epoch [122][5400/7492] lr: 4.258e-03, eta: 1 day, 6:46:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4291, top5_acc: 0.6800, loss_cls: 6.5316, loss: 6.5316 2025-08-18 02:53:34,045 - pyskl - INFO - Epoch [122][5500/7492] lr: 4.254e-03, eta: 1 day, 6:45:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4109, top5_acc: 0.6659, loss_cls: 6.7403, loss: 6.7403 2025-08-18 02:54:26,531 - pyskl - INFO - Epoch [122][5600/7492] lr: 4.250e-03, eta: 1 day, 6:44:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4116, top5_acc: 0.6728, loss_cls: 6.5876, loss: 6.5876 2025-08-18 02:55:19,628 - pyskl - INFO - Epoch [122][5700/7492] lr: 4.247e-03, eta: 1 day, 6:43:33, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.4334, top5_acc: 0.6841, loss_cls: 6.5000, loss: 6.5000 2025-08-18 02:56:12,526 - pyskl - INFO - Epoch [122][5800/7492] lr: 4.243e-03, eta: 1 day, 6:42:40, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4247, top5_acc: 0.6853, loss_cls: 6.5686, loss: 6.5686 2025-08-18 02:57:05,598 - pyskl - INFO - Epoch [122][5900/7492] lr: 4.239e-03, eta: 1 day, 6:41:48, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.4069, top5_acc: 0.6637, loss_cls: 6.6238, loss: 6.6238 2025-08-18 02:57:58,016 - pyskl - INFO - Epoch [122][6000/7492] lr: 4.235e-03, eta: 1 day, 6:40:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4147, top5_acc: 0.6681, loss_cls: 6.6681, loss: 6.6681 2025-08-18 02:58:50,498 - pyskl - INFO - Epoch [122][6100/7492] lr: 4.231e-03, eta: 1 day, 6:40:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4094, top5_acc: 0.6787, loss_cls: 6.6188, loss: 6.6188 2025-08-18 02:59:42,858 - pyskl - INFO - Epoch [122][6200/7492] lr: 4.227e-03, eta: 1 day, 6:39:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4297, top5_acc: 0.6691, loss_cls: 6.5983, loss: 6.5983 2025-08-18 03:00:35,247 - pyskl - INFO - Epoch [122][6300/7492] lr: 4.223e-03, eta: 1 day, 6:38:19, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4081, top5_acc: 0.6672, loss_cls: 6.6266, loss: 6.6266 2025-08-18 03:01:27,652 - pyskl - INFO - Epoch [122][6400/7492] lr: 4.219e-03, eta: 1 day, 6:37:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4184, top5_acc: 0.6775, loss_cls: 6.5590, loss: 6.5590 2025-08-18 03:02:20,058 - pyskl - INFO - Epoch [122][6500/7492] lr: 4.215e-03, eta: 1 day, 6:36:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4047, top5_acc: 0.6722, loss_cls: 6.5655, loss: 6.5655 2025-08-18 03:03:12,305 - pyskl - INFO - Epoch [122][6600/7492] lr: 4.212e-03, eta: 1 day, 6:35:42, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4175, top5_acc: 0.6637, loss_cls: 6.6378, loss: 6.6378 2025-08-18 03:04:04,882 - pyskl - INFO - Epoch [122][6700/7492] lr: 4.208e-03, eta: 1 day, 6:34:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4225, top5_acc: 0.6684, loss_cls: 6.5092, loss: 6.5092 2025-08-18 03:04:57,690 - pyskl - INFO - Epoch [122][6800/7492] lr: 4.204e-03, eta: 1 day, 6:33:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4269, top5_acc: 0.6887, loss_cls: 6.4775, loss: 6.4775 2025-08-18 03:05:50,032 - pyskl - INFO - Epoch [122][6900/7492] lr: 4.200e-03, eta: 1 day, 6:33:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4056, top5_acc: 0.6741, loss_cls: 6.5982, loss: 6.5982 2025-08-18 03:06:42,669 - pyskl - INFO - Epoch [122][7000/7492] lr: 4.196e-03, eta: 1 day, 6:32:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4100, top5_acc: 0.6719, loss_cls: 6.5565, loss: 6.5565 2025-08-18 03:07:35,134 - pyskl - INFO - Epoch [122][7100/7492] lr: 4.192e-03, eta: 1 day, 6:31:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4000, top5_acc: 0.6641, loss_cls: 6.6141, loss: 6.6141 2025-08-18 03:08:27,441 - pyskl - INFO - Epoch [122][7200/7492] lr: 4.188e-03, eta: 1 day, 6:30:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4244, top5_acc: 0.6775, loss_cls: 6.4786, loss: 6.4786 2025-08-18 03:09:19,987 - pyskl - INFO - Epoch [122][7300/7492] lr: 4.184e-03, eta: 1 day, 6:29:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4091, top5_acc: 0.6653, loss_cls: 6.6149, loss: 6.6149 2025-08-18 03:10:12,507 - pyskl - INFO - Epoch [122][7400/7492] lr: 4.181e-03, eta: 1 day, 6:28:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4125, top5_acc: 0.6797, loss_cls: 6.5426, loss: 6.5426 2025-08-18 03:11:01,774 - pyskl - INFO - Saving checkpoint at 122 epochs 2025-08-18 03:11:58,231 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 03:11:58,965 - pyskl - INFO - top1_acc 0.3612 top5_acc 0.6182 2025-08-18 03:11:58,965 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 03:11:59,011 - pyskl - INFO - mean_acc 0.3610 2025-08-18 03:11:59,081 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_121.pth was removed 2025-08-18 03:12:00,144 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_122.pth. 2025-08-18 03:12:00,144 - pyskl - INFO - Best top1_acc is 0.3612 at 122 epoch. 2025-08-18 03:12:00,157 - pyskl - INFO - Epoch(val) [122][617] top1_acc: 0.3612, top5_acc: 0.6182, mean_class_accuracy: 0.3610 2025-08-18 03:13:21,784 - pyskl - INFO - Epoch [123][100/7492] lr: 4.173e-03, eta: 1 day, 6:27:00, time: 0.816, data_time: 0.292, memory: 13026, top1_acc: 0.4313, top5_acc: 0.6909, loss_cls: 6.4137, loss: 6.4137 2025-08-18 03:14:14,465 - pyskl - INFO - Epoch [123][200/7492] lr: 4.169e-03, eta: 1 day, 6:26:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4172, top5_acc: 0.6863, loss_cls: 6.4912, loss: 6.4912 2025-08-18 03:15:06,691 - pyskl - INFO - Epoch [123][300/7492] lr: 4.165e-03, eta: 1 day, 6:25:15, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4294, top5_acc: 0.6837, loss_cls: 6.4080, loss: 6.4080 2025-08-18 03:15:59,280 - pyskl - INFO - Epoch [123][400/7492] lr: 4.162e-03, eta: 1 day, 6:24:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4375, top5_acc: 0.6947, loss_cls: 6.4408, loss: 6.4408 2025-08-18 03:16:51,683 - pyskl - INFO - Epoch [123][500/7492] lr: 4.158e-03, eta: 1 day, 6:23:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4269, top5_acc: 0.6947, loss_cls: 6.3998, loss: 6.3998 2025-08-18 03:17:43,991 - pyskl - INFO - Epoch [123][600/7492] lr: 4.154e-03, eta: 1 day, 6:22:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4409, top5_acc: 0.6950, loss_cls: 6.4232, loss: 6.4232 2025-08-18 03:18:36,382 - pyskl - INFO - Epoch [123][700/7492] lr: 4.150e-03, eta: 1 day, 6:21:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4378, top5_acc: 0.6994, loss_cls: 6.4157, loss: 6.4157 2025-08-18 03:19:28,772 - pyskl - INFO - Epoch [123][800/7492] lr: 4.146e-03, eta: 1 day, 6:20:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4325, top5_acc: 0.6847, loss_cls: 6.4560, loss: 6.4560 2025-08-18 03:20:21,143 - pyskl - INFO - Epoch [123][900/7492] lr: 4.142e-03, eta: 1 day, 6:20:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4209, top5_acc: 0.6913, loss_cls: 6.5728, loss: 6.5728 2025-08-18 03:21:13,488 - pyskl - INFO - Epoch [123][1000/7492] lr: 4.138e-03, eta: 1 day, 6:19:10, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4178, top5_acc: 0.6813, loss_cls: 6.5054, loss: 6.5054 2025-08-18 03:22:05,818 - pyskl - INFO - Epoch [123][1100/7492] lr: 4.135e-03, eta: 1 day, 6:18:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4231, top5_acc: 0.6878, loss_cls: 6.4481, loss: 6.4481 2025-08-18 03:22:58,163 - pyskl - INFO - Epoch [123][1200/7492] lr: 4.131e-03, eta: 1 day, 6:17:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4253, top5_acc: 0.6863, loss_cls: 6.4498, loss: 6.4498 2025-08-18 03:23:50,597 - pyskl - INFO - Epoch [123][1300/7492] lr: 4.127e-03, eta: 1 day, 6:16:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4263, top5_acc: 0.6853, loss_cls: 6.5667, loss: 6.5667 2025-08-18 03:24:43,096 - pyskl - INFO - Epoch [123][1400/7492] lr: 4.123e-03, eta: 1 day, 6:15:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4266, top5_acc: 0.6741, loss_cls: 6.4630, loss: 6.4630 2025-08-18 03:25:35,643 - pyskl - INFO - Epoch [123][1500/7492] lr: 4.119e-03, eta: 1 day, 6:14:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4222, top5_acc: 0.6797, loss_cls: 6.4421, loss: 6.4421 2025-08-18 03:26:27,993 - pyskl - INFO - Epoch [123][1600/7492] lr: 4.115e-03, eta: 1 day, 6:13:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4322, top5_acc: 0.6741, loss_cls: 6.5945, loss: 6.5945 2025-08-18 03:27:20,268 - pyskl - INFO - Epoch [123][1700/7492] lr: 4.111e-03, eta: 1 day, 6:13:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4259, top5_acc: 0.6813, loss_cls: 6.4740, loss: 6.4740 2025-08-18 03:28:12,578 - pyskl - INFO - Epoch [123][1800/7492] lr: 4.108e-03, eta: 1 day, 6:12:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4234, top5_acc: 0.6734, loss_cls: 6.4882, loss: 6.4882 2025-08-18 03:29:05,405 - pyskl - INFO - Epoch [123][1900/7492] lr: 4.104e-03, eta: 1 day, 6:11:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4213, top5_acc: 0.6881, loss_cls: 6.4376, loss: 6.4376 2025-08-18 03:29:58,001 - pyskl - INFO - Epoch [123][2000/7492] lr: 4.100e-03, eta: 1 day, 6:10:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4238, top5_acc: 0.6963, loss_cls: 6.4723, loss: 6.4723 2025-08-18 03:30:50,519 - pyskl - INFO - Epoch [123][2100/7492] lr: 4.096e-03, eta: 1 day, 6:09:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4303, top5_acc: 0.6903, loss_cls: 6.4747, loss: 6.4747 2025-08-18 03:31:42,797 - pyskl - INFO - Epoch [123][2200/7492] lr: 4.092e-03, eta: 1 day, 6:08:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4281, top5_acc: 0.6919, loss_cls: 6.3638, loss: 6.3638 2025-08-18 03:32:35,155 - pyskl - INFO - Epoch [123][2300/7492] lr: 4.088e-03, eta: 1 day, 6:07:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4200, top5_acc: 0.6894, loss_cls: 6.4121, loss: 6.4121 2025-08-18 03:33:27,689 - pyskl - INFO - Epoch [123][2400/7492] lr: 4.085e-03, eta: 1 day, 6:06:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4188, top5_acc: 0.6766, loss_cls: 6.5323, loss: 6.5323 2025-08-18 03:34:19,985 - pyskl - INFO - Epoch [123][2500/7492] lr: 4.081e-03, eta: 1 day, 6:06:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4322, top5_acc: 0.6859, loss_cls: 6.4312, loss: 6.4312 2025-08-18 03:35:12,160 - pyskl - INFO - Epoch [123][2600/7492] lr: 4.077e-03, eta: 1 day, 6:05:14, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4444, top5_acc: 0.6981, loss_cls: 6.3351, loss: 6.3351 2025-08-18 03:36:04,477 - pyskl - INFO - Epoch [123][2700/7492] lr: 4.073e-03, eta: 1 day, 6:04:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4306, top5_acc: 0.6928, loss_cls: 6.5283, loss: 6.5283 2025-08-18 03:36:56,767 - pyskl - INFO - Epoch [123][2800/7492] lr: 4.069e-03, eta: 1 day, 6:03:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4350, top5_acc: 0.6937, loss_cls: 6.4450, loss: 6.4450 2025-08-18 03:37:48,733 - pyskl - INFO - Epoch [123][2900/7492] lr: 4.066e-03, eta: 1 day, 6:02:37, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4394, top5_acc: 0.6959, loss_cls: 6.4556, loss: 6.4556 2025-08-18 03:38:40,813 - pyskl - INFO - Epoch [123][3000/7492] lr: 4.062e-03, eta: 1 day, 6:01:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4244, top5_acc: 0.6819, loss_cls: 6.5569, loss: 6.5569 2025-08-18 03:39:33,085 - pyskl - INFO - Epoch [123][3100/7492] lr: 4.058e-03, eta: 1 day, 6:00:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4259, top5_acc: 0.6766, loss_cls: 6.5580, loss: 6.5580 2025-08-18 03:40:25,579 - pyskl - INFO - Epoch [123][3200/7492] lr: 4.054e-03, eta: 1 day, 6:00:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6741, loss_cls: 6.5766, loss: 6.5766 2025-08-18 03:41:17,849 - pyskl - INFO - Epoch [123][3300/7492] lr: 4.050e-03, eta: 1 day, 5:59:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4375, top5_acc: 0.6947, loss_cls: 6.4154, loss: 6.4154 2025-08-18 03:42:10,099 - pyskl - INFO - Epoch [123][3400/7492] lr: 4.046e-03, eta: 1 day, 5:58:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4156, top5_acc: 0.6844, loss_cls: 6.5268, loss: 6.5268 2025-08-18 03:43:02,962 - pyskl - INFO - Epoch [123][3500/7492] lr: 4.043e-03, eta: 1 day, 5:57:23, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4309, top5_acc: 0.6884, loss_cls: 6.5779, loss: 6.5779 2025-08-18 03:43:55,562 - pyskl - INFO - Epoch [123][3600/7492] lr: 4.039e-03, eta: 1 day, 5:56:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4203, top5_acc: 0.6728, loss_cls: 6.5301, loss: 6.5301 2025-08-18 03:44:48,013 - pyskl - INFO - Epoch [123][3700/7492] lr: 4.035e-03, eta: 1 day, 5:55:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4259, top5_acc: 0.6847, loss_cls: 6.4973, loss: 6.4973 2025-08-18 03:45:40,148 - pyskl - INFO - Epoch [123][3800/7492] lr: 4.031e-03, eta: 1 day, 5:54:46, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4178, top5_acc: 0.6819, loss_cls: 6.5154, loss: 6.5154 2025-08-18 03:46:32,424 - pyskl - INFO - Epoch [123][3900/7492] lr: 4.027e-03, eta: 1 day, 5:53:54, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4387, top5_acc: 0.6934, loss_cls: 6.4297, loss: 6.4297 2025-08-18 03:47:24,371 - pyskl - INFO - Epoch [123][4000/7492] lr: 4.024e-03, eta: 1 day, 5:53:02, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4213, top5_acc: 0.6847, loss_cls: 6.5100, loss: 6.5100 2025-08-18 03:48:16,370 - pyskl - INFO - Epoch [123][4100/7492] lr: 4.020e-03, eta: 1 day, 5:52:09, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4172, top5_acc: 0.6809, loss_cls: 6.4807, loss: 6.4807 2025-08-18 03:49:08,706 - pyskl - INFO - Epoch [123][4200/7492] lr: 4.016e-03, eta: 1 day, 5:51:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4166, top5_acc: 0.6825, loss_cls: 6.5542, loss: 6.5542 2025-08-18 03:50:01,510 - pyskl - INFO - Epoch [123][4300/7492] lr: 4.012e-03, eta: 1 day, 5:50:25, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4131, top5_acc: 0.6672, loss_cls: 6.4945, loss: 6.4945 2025-08-18 03:50:54,267 - pyskl - INFO - Epoch [123][4400/7492] lr: 4.008e-03, eta: 1 day, 5:49:33, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4331, top5_acc: 0.6913, loss_cls: 6.4502, loss: 6.4502 2025-08-18 03:51:46,962 - pyskl - INFO - Epoch [123][4500/7492] lr: 4.005e-03, eta: 1 day, 5:48:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4113, top5_acc: 0.6847, loss_cls: 6.5534, loss: 6.5534 2025-08-18 03:52:39,769 - pyskl - INFO - Epoch [123][4600/7492] lr: 4.001e-03, eta: 1 day, 5:47:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4453, top5_acc: 0.7025, loss_cls: 6.3488, loss: 6.3488 2025-08-18 03:53:32,190 - pyskl - INFO - Epoch [123][4700/7492] lr: 3.997e-03, eta: 1 day, 5:46:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4222, top5_acc: 0.6772, loss_cls: 6.4987, loss: 6.4987 2025-08-18 03:54:25,069 - pyskl - INFO - Epoch [123][4800/7492] lr: 3.993e-03, eta: 1 day, 5:46:04, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4103, top5_acc: 0.6669, loss_cls: 6.5538, loss: 6.5538 2025-08-18 03:55:17,754 - pyskl - INFO - Epoch [123][4900/7492] lr: 3.989e-03, eta: 1 day, 5:45:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4203, top5_acc: 0.6791, loss_cls: 6.5465, loss: 6.5465 2025-08-18 03:56:10,401 - pyskl - INFO - Epoch [123][5000/7492] lr: 3.986e-03, eta: 1 day, 5:44:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4222, top5_acc: 0.6744, loss_cls: 6.5748, loss: 6.5748 2025-08-18 03:57:03,056 - pyskl - INFO - Epoch [123][5100/7492] lr: 3.982e-03, eta: 1 day, 5:43:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4238, top5_acc: 0.6822, loss_cls: 6.4776, loss: 6.4776 2025-08-18 03:57:55,659 - pyskl - INFO - Epoch [123][5200/7492] lr: 3.978e-03, eta: 1 day, 5:42:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4203, top5_acc: 0.6772, loss_cls: 6.5240, loss: 6.5240 2025-08-18 03:58:48,081 - pyskl - INFO - Epoch [123][5300/7492] lr: 3.974e-03, eta: 1 day, 5:41:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4284, top5_acc: 0.6828, loss_cls: 6.4951, loss: 6.4951 2025-08-18 03:59:40,584 - pyskl - INFO - Epoch [123][5400/7492] lr: 3.971e-03, eta: 1 day, 5:40:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4225, top5_acc: 0.6722, loss_cls: 6.4655, loss: 6.4655 2025-08-18 04:00:33,476 - pyskl - INFO - Epoch [123][5500/7492] lr: 3.967e-03, eta: 1 day, 5:39:59, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4338, top5_acc: 0.6922, loss_cls: 6.3808, loss: 6.3808 2025-08-18 04:01:26,299 - pyskl - INFO - Epoch [123][5600/7492] lr: 3.963e-03, eta: 1 day, 5:39:07, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4266, top5_acc: 0.6872, loss_cls: 6.5291, loss: 6.5291 2025-08-18 04:02:18,904 - pyskl - INFO - Epoch [123][5700/7492] lr: 3.959e-03, eta: 1 day, 5:38:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4244, top5_acc: 0.6887, loss_cls: 6.4505, loss: 6.4505 2025-08-18 04:03:10,863 - pyskl - INFO - Epoch [123][5800/7492] lr: 3.955e-03, eta: 1 day, 5:37:22, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4203, top5_acc: 0.6891, loss_cls: 6.4999, loss: 6.4999 2025-08-18 04:04:03,610 - pyskl - INFO - Epoch [123][5900/7492] lr: 3.952e-03, eta: 1 day, 5:36:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4234, top5_acc: 0.6913, loss_cls: 6.3807, loss: 6.3807 2025-08-18 04:04:56,207 - pyskl - INFO - Epoch [123][6000/7492] lr: 3.948e-03, eta: 1 day, 5:35:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4278, top5_acc: 0.6941, loss_cls: 6.4450, loss: 6.4450 2025-08-18 04:05:48,950 - pyskl - INFO - Epoch [123][6100/7492] lr: 3.944e-03, eta: 1 day, 5:34:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4281, top5_acc: 0.6856, loss_cls: 6.5099, loss: 6.5099 2025-08-18 04:06:41,753 - pyskl - INFO - Epoch [123][6200/7492] lr: 3.940e-03, eta: 1 day, 5:33:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6784, loss_cls: 6.5175, loss: 6.5175 2025-08-18 04:07:34,338 - pyskl - INFO - Epoch [123][6300/7492] lr: 3.937e-03, eta: 1 day, 5:33:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4225, top5_acc: 0.6728, loss_cls: 6.6236, loss: 6.6236 2025-08-18 04:08:26,851 - pyskl - INFO - Epoch [123][6400/7492] lr: 3.933e-03, eta: 1 day, 5:32:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4309, top5_acc: 0.6891, loss_cls: 6.4773, loss: 6.4773 2025-08-18 04:09:19,310 - pyskl - INFO - Epoch [123][6500/7492] lr: 3.929e-03, eta: 1 day, 5:31:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4266, top5_acc: 0.6891, loss_cls: 6.4269, loss: 6.4269 2025-08-18 04:10:11,850 - pyskl - INFO - Epoch [123][6600/7492] lr: 3.925e-03, eta: 1 day, 5:30:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4266, top5_acc: 0.6797, loss_cls: 6.5134, loss: 6.5134 2025-08-18 04:11:04,494 - pyskl - INFO - Epoch [123][6700/7492] lr: 3.922e-03, eta: 1 day, 5:29:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4263, top5_acc: 0.6847, loss_cls: 6.4158, loss: 6.4158 2025-08-18 04:11:57,199 - pyskl - INFO - Epoch [123][6800/7492] lr: 3.918e-03, eta: 1 day, 5:28:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4191, top5_acc: 0.6722, loss_cls: 6.5378, loss: 6.5378 2025-08-18 04:12:49,854 - pyskl - INFO - Epoch [123][6900/7492] lr: 3.914e-03, eta: 1 day, 5:27:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4231, top5_acc: 0.6747, loss_cls: 6.5705, loss: 6.5705 2025-08-18 04:13:42,204 - pyskl - INFO - Epoch [123][7000/7492] lr: 3.910e-03, eta: 1 day, 5:26:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4256, top5_acc: 0.6922, loss_cls: 6.4276, loss: 6.4276 2025-08-18 04:14:35,059 - pyskl - INFO - Epoch [123][7100/7492] lr: 3.907e-03, eta: 1 day, 5:26:03, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4175, top5_acc: 0.6778, loss_cls: 6.5285, loss: 6.5285 2025-08-18 04:15:27,477 - pyskl - INFO - Epoch [123][7200/7492] lr: 3.903e-03, eta: 1 day, 5:25:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4103, top5_acc: 0.6741, loss_cls: 6.5856, loss: 6.5856 2025-08-18 04:16:20,001 - pyskl - INFO - Epoch [123][7300/7492] lr: 3.899e-03, eta: 1 day, 5:24:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6659, loss_cls: 6.5689, loss: 6.5689 2025-08-18 04:17:12,759 - pyskl - INFO - Epoch [123][7400/7492] lr: 3.895e-03, eta: 1 day, 5:23:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4122, top5_acc: 0.6769, loss_cls: 6.5279, loss: 6.5279 2025-08-18 04:18:02,023 - pyskl - INFO - Saving checkpoint at 123 epochs 2025-08-18 04:18:57,065 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 04:18:57,808 - pyskl - INFO - top1_acc 0.3628 top5_acc 0.6246 2025-08-18 04:18:57,809 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 04:18:57,860 - pyskl - INFO - mean_acc 0.3625 2025-08-18 04:18:57,929 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_122.pth was removed 2025-08-18 04:18:59,057 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_123.pth. 2025-08-18 04:18:59,059 - pyskl - INFO - Best top1_acc is 0.3628 at 123 epoch. 2025-08-18 04:18:59,072 - pyskl - INFO - Epoch(val) [123][617] top1_acc: 0.3628, top5_acc: 0.6246, mean_class_accuracy: 0.3625 2025-08-18 04:20:20,489 - pyskl - INFO - Epoch [124][100/7492] lr: 3.888e-03, eta: 1 day, 5:21:42, time: 0.814, data_time: 0.292, memory: 13026, top1_acc: 0.4541, top5_acc: 0.7069, loss_cls: 6.2304, loss: 6.2304 2025-08-18 04:21:13,139 - pyskl - INFO - Epoch [124][200/7492] lr: 3.884e-03, eta: 1 day, 5:20:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4263, top5_acc: 0.6966, loss_cls: 6.3808, loss: 6.3808 2025-08-18 04:22:05,356 - pyskl - INFO - Epoch [124][300/7492] lr: 3.881e-03, eta: 1 day, 5:19:58, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4169, top5_acc: 0.6850, loss_cls: 6.5199, loss: 6.5199 2025-08-18 04:22:57,919 - pyskl - INFO - Epoch [124][400/7492] lr: 3.877e-03, eta: 1 day, 5:19:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4338, top5_acc: 0.6925, loss_cls: 6.4228, loss: 6.4228 2025-08-18 04:23:50,665 - pyskl - INFO - Epoch [124][500/7492] lr: 3.873e-03, eta: 1 day, 5:18:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4422, top5_acc: 0.6975, loss_cls: 6.3895, loss: 6.3895 2025-08-18 04:24:43,033 - pyskl - INFO - Epoch [124][600/7492] lr: 3.869e-03, eta: 1 day, 5:17:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4416, top5_acc: 0.6850, loss_cls: 6.3914, loss: 6.3914 2025-08-18 04:25:35,346 - pyskl - INFO - Epoch [124][700/7492] lr: 3.866e-03, eta: 1 day, 5:16:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4466, top5_acc: 0.7009, loss_cls: 6.3204, loss: 6.3204 2025-08-18 04:26:27,369 - pyskl - INFO - Epoch [124][800/7492] lr: 3.862e-03, eta: 1 day, 5:15:36, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4347, top5_acc: 0.6828, loss_cls: 6.4110, loss: 6.4110 2025-08-18 04:27:19,621 - pyskl - INFO - Epoch [124][900/7492] lr: 3.858e-03, eta: 1 day, 5:14:44, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4241, top5_acc: 0.6903, loss_cls: 6.4505, loss: 6.4505 2025-08-18 04:28:11,684 - pyskl - INFO - Epoch [124][1000/7492] lr: 3.854e-03, eta: 1 day, 5:13:52, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4356, top5_acc: 0.6897, loss_cls: 6.3947, loss: 6.3947 2025-08-18 04:29:04,099 - pyskl - INFO - Epoch [124][1100/7492] lr: 3.851e-03, eta: 1 day, 5:12:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4481, top5_acc: 0.7016, loss_cls: 6.3812, loss: 6.3812 2025-08-18 04:29:56,543 - pyskl - INFO - Epoch [124][1200/7492] lr: 3.847e-03, eta: 1 day, 5:12:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4366, top5_acc: 0.6950, loss_cls: 6.3876, loss: 6.3876 2025-08-18 04:30:49,076 - pyskl - INFO - Epoch [124][1300/7492] lr: 3.843e-03, eta: 1 day, 5:11:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4469, top5_acc: 0.7087, loss_cls: 6.3735, loss: 6.3735 2025-08-18 04:31:41,551 - pyskl - INFO - Epoch [124][1400/7492] lr: 3.840e-03, eta: 1 day, 5:10:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4491, top5_acc: 0.7022, loss_cls: 6.3589, loss: 6.3589 2025-08-18 04:32:33,953 - pyskl - INFO - Epoch [124][1500/7492] lr: 3.836e-03, eta: 1 day, 5:09:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4131, top5_acc: 0.6675, loss_cls: 6.6014, loss: 6.6014 2025-08-18 04:33:26,225 - pyskl - INFO - Epoch [124][1600/7492] lr: 3.832e-03, eta: 1 day, 5:08:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4387, top5_acc: 0.7003, loss_cls: 6.3642, loss: 6.3642 2025-08-18 04:34:18,768 - pyskl - INFO - Epoch [124][1700/7492] lr: 3.828e-03, eta: 1 day, 5:07:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4328, top5_acc: 0.6916, loss_cls: 6.4291, loss: 6.4291 2025-08-18 04:35:11,180 - pyskl - INFO - Epoch [124][1800/7492] lr: 3.825e-03, eta: 1 day, 5:06:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4109, top5_acc: 0.6869, loss_cls: 6.5110, loss: 6.5110 2025-08-18 04:36:03,233 - pyskl - INFO - Epoch [124][1900/7492] lr: 3.821e-03, eta: 1 day, 5:06:01, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4447, top5_acc: 0.6978, loss_cls: 6.3537, loss: 6.3537 2025-08-18 04:36:55,535 - pyskl - INFO - Epoch [124][2000/7492] lr: 3.817e-03, eta: 1 day, 5:05:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4381, top5_acc: 0.6934, loss_cls: 6.4480, loss: 6.4480 2025-08-18 04:37:47,971 - pyskl - INFO - Epoch [124][2100/7492] lr: 3.814e-03, eta: 1 day, 5:04:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4197, top5_acc: 0.6866, loss_cls: 6.4806, loss: 6.4806 2025-08-18 04:38:40,360 - pyskl - INFO - Epoch [124][2200/7492] lr: 3.810e-03, eta: 1 day, 5:03:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4316, top5_acc: 0.6866, loss_cls: 6.4471, loss: 6.4471 2025-08-18 04:39:32,875 - pyskl - INFO - Epoch [124][2300/7492] lr: 3.806e-03, eta: 1 day, 5:02:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4188, top5_acc: 0.6731, loss_cls: 6.5578, loss: 6.5578 2025-08-18 04:40:25,319 - pyskl - INFO - Epoch [124][2400/7492] lr: 3.802e-03, eta: 1 day, 5:01:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4247, top5_acc: 0.6719, loss_cls: 6.6093, loss: 6.6093 2025-08-18 04:41:17,960 - pyskl - INFO - Epoch [124][2500/7492] lr: 3.799e-03, eta: 1 day, 5:00:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4341, top5_acc: 0.6956, loss_cls: 6.4652, loss: 6.4652 2025-08-18 04:42:10,670 - pyskl - INFO - Epoch [124][2600/7492] lr: 3.795e-03, eta: 1 day, 4:59:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4141, top5_acc: 0.6637, loss_cls: 6.6061, loss: 6.6061 2025-08-18 04:43:03,218 - pyskl - INFO - Epoch [124][2700/7492] lr: 3.791e-03, eta: 1 day, 4:59:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4256, top5_acc: 0.6950, loss_cls: 6.4448, loss: 6.4448 2025-08-18 04:43:55,418 - pyskl - INFO - Epoch [124][2800/7492] lr: 3.788e-03, eta: 1 day, 4:58:11, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4219, top5_acc: 0.6856, loss_cls: 6.5350, loss: 6.5350 2025-08-18 04:44:47,942 - pyskl - INFO - Epoch [124][2900/7492] lr: 3.784e-03, eta: 1 day, 4:57:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4278, top5_acc: 0.6953, loss_cls: 6.3534, loss: 6.3534 2025-08-18 04:45:40,374 - pyskl - INFO - Epoch [124][3000/7492] lr: 3.780e-03, eta: 1 day, 4:56:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4294, top5_acc: 0.6900, loss_cls: 6.3620, loss: 6.3620 2025-08-18 04:46:32,740 - pyskl - INFO - Epoch [124][3100/7492] lr: 3.777e-03, eta: 1 day, 4:55:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4181, top5_acc: 0.6809, loss_cls: 6.4759, loss: 6.4759 2025-08-18 04:47:25,154 - pyskl - INFO - Epoch [124][3200/7492] lr: 3.773e-03, eta: 1 day, 4:54:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4250, top5_acc: 0.6887, loss_cls: 6.4623, loss: 6.4623 2025-08-18 04:48:17,658 - pyskl - INFO - Epoch [124][3300/7492] lr: 3.769e-03, eta: 1 day, 4:53:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4384, top5_acc: 0.6984, loss_cls: 6.4269, loss: 6.4269 2025-08-18 04:49:10,249 - pyskl - INFO - Epoch [124][3400/7492] lr: 3.765e-03, eta: 1 day, 4:52:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4300, top5_acc: 0.6897, loss_cls: 6.4322, loss: 6.4322 2025-08-18 04:50:02,850 - pyskl - INFO - Epoch [124][3500/7492] lr: 3.762e-03, eta: 1 day, 4:52:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.6941, loss_cls: 6.4200, loss: 6.4200 2025-08-18 04:50:55,332 - pyskl - INFO - Epoch [124][3600/7492] lr: 3.758e-03, eta: 1 day, 4:51:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4144, top5_acc: 0.6944, loss_cls: 6.5072, loss: 6.5072 2025-08-18 04:51:48,224 - pyskl - INFO - Epoch [124][3700/7492] lr: 3.754e-03, eta: 1 day, 4:50:21, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4206, top5_acc: 0.6766, loss_cls: 6.5147, loss: 6.5147 2025-08-18 04:52:40,736 - pyskl - INFO - Epoch [124][3800/7492] lr: 3.751e-03, eta: 1 day, 4:49:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4322, top5_acc: 0.6972, loss_cls: 6.3713, loss: 6.3713 2025-08-18 04:53:33,084 - pyskl - INFO - Epoch [124][3900/7492] lr: 3.747e-03, eta: 1 day, 4:48:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4266, top5_acc: 0.6941, loss_cls: 6.3701, loss: 6.3701 2025-08-18 04:54:25,587 - pyskl - INFO - Epoch [124][4000/7492] lr: 3.743e-03, eta: 1 day, 4:47:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4366, top5_acc: 0.6866, loss_cls: 6.3992, loss: 6.3992 2025-08-18 04:55:18,394 - pyskl - INFO - Epoch [124][4100/7492] lr: 3.740e-03, eta: 1 day, 4:46:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4184, top5_acc: 0.6856, loss_cls: 6.4468, loss: 6.4468 2025-08-18 04:56:11,217 - pyskl - INFO - Epoch [124][4200/7492] lr: 3.736e-03, eta: 1 day, 4:46:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4322, top5_acc: 0.6859, loss_cls: 6.5013, loss: 6.5013 2025-08-18 04:57:03,973 - pyskl - INFO - Epoch [124][4300/7492] lr: 3.732e-03, eta: 1 day, 4:45:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4159, top5_acc: 0.6834, loss_cls: 6.4492, loss: 6.4492 2025-08-18 04:57:56,188 - pyskl - INFO - Epoch [124][4400/7492] lr: 3.729e-03, eta: 1 day, 4:44:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4191, top5_acc: 0.6831, loss_cls: 6.4157, loss: 6.4157 2025-08-18 04:58:48,862 - pyskl - INFO - Epoch [124][4500/7492] lr: 3.725e-03, eta: 1 day, 4:43:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4209, top5_acc: 0.6869, loss_cls: 6.4237, loss: 6.4237 2025-08-18 04:59:41,627 - pyskl - INFO - Epoch [124][4600/7492] lr: 3.721e-03, eta: 1 day, 4:42:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4338, top5_acc: 0.6844, loss_cls: 6.5412, loss: 6.5412 2025-08-18 05:00:34,375 - pyskl - INFO - Epoch [124][4700/7492] lr: 3.718e-03, eta: 1 day, 4:41:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4250, top5_acc: 0.6837, loss_cls: 6.5137, loss: 6.5137 2025-08-18 05:01:27,022 - pyskl - INFO - Epoch [124][4800/7492] lr: 3.714e-03, eta: 1 day, 4:40:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4441, top5_acc: 0.6966, loss_cls: 6.4422, loss: 6.4422 2025-08-18 05:02:19,575 - pyskl - INFO - Epoch [124][4900/7492] lr: 3.710e-03, eta: 1 day, 4:39:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4200, top5_acc: 0.6866, loss_cls: 6.5007, loss: 6.5007 2025-08-18 05:03:12,091 - pyskl - INFO - Epoch [124][5000/7492] lr: 3.707e-03, eta: 1 day, 4:39:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4309, top5_acc: 0.6925, loss_cls: 6.3512, loss: 6.3512 2025-08-18 05:04:04,648 - pyskl - INFO - Epoch [124][5100/7492] lr: 3.703e-03, eta: 1 day, 4:38:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4197, top5_acc: 0.6803, loss_cls: 6.4942, loss: 6.4942 2025-08-18 05:04:57,214 - pyskl - INFO - Epoch [124][5200/7492] lr: 3.699e-03, eta: 1 day, 4:37:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4347, top5_acc: 0.6834, loss_cls: 6.4303, loss: 6.4303 2025-08-18 05:05:49,926 - pyskl - INFO - Epoch [124][5300/7492] lr: 3.696e-03, eta: 1 day, 4:36:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4203, top5_acc: 0.6797, loss_cls: 6.5517, loss: 6.5517 2025-08-18 05:06:42,797 - pyskl - INFO - Epoch [124][5400/7492] lr: 3.692e-03, eta: 1 day, 4:35:34, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4213, top5_acc: 0.6787, loss_cls: 6.4822, loss: 6.4822 2025-08-18 05:07:35,377 - pyskl - INFO - Epoch [124][5500/7492] lr: 3.688e-03, eta: 1 day, 4:34:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4447, top5_acc: 0.7109, loss_cls: 6.3688, loss: 6.3688 2025-08-18 05:08:28,073 - pyskl - INFO - Epoch [124][5600/7492] lr: 3.685e-03, eta: 1 day, 4:33:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4238, top5_acc: 0.6800, loss_cls: 6.4978, loss: 6.4978 2025-08-18 05:09:20,866 - pyskl - INFO - Epoch [124][5700/7492] lr: 3.681e-03, eta: 1 day, 4:32:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4206, top5_acc: 0.6878, loss_cls: 6.5128, loss: 6.5128 2025-08-18 05:10:13,819 - pyskl - INFO - Epoch [124][5800/7492] lr: 3.677e-03, eta: 1 day, 4:32:05, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4309, top5_acc: 0.6863, loss_cls: 6.4574, loss: 6.4574 2025-08-18 05:11:06,740 - pyskl - INFO - Epoch [124][5900/7492] lr: 3.674e-03, eta: 1 day, 4:31:13, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4272, top5_acc: 0.6800, loss_cls: 6.4039, loss: 6.4039 2025-08-18 05:11:59,414 - pyskl - INFO - Epoch [124][6000/7492] lr: 3.670e-03, eta: 1 day, 4:30:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4547, top5_acc: 0.6966, loss_cls: 6.3719, loss: 6.3719 2025-08-18 05:12:52,100 - pyskl - INFO - Epoch [124][6100/7492] lr: 3.666e-03, eta: 1 day, 4:29:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4281, top5_acc: 0.6794, loss_cls: 6.5588, loss: 6.5588 2025-08-18 05:13:44,942 - pyskl - INFO - Epoch [124][6200/7492] lr: 3.663e-03, eta: 1 day, 4:28:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4244, top5_acc: 0.6853, loss_cls: 6.4651, loss: 6.4651 2025-08-18 05:14:37,646 - pyskl - INFO - Epoch [124][6300/7492] lr: 3.659e-03, eta: 1 day, 4:27:44, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4325, top5_acc: 0.6959, loss_cls: 6.3756, loss: 6.3756 2025-08-18 05:15:30,106 - pyskl - INFO - Epoch [124][6400/7492] lr: 3.656e-03, eta: 1 day, 4:26:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.6953, loss_cls: 6.5492, loss: 6.5492 2025-08-18 05:16:22,755 - pyskl - INFO - Epoch [124][6500/7492] lr: 3.652e-03, eta: 1 day, 4:26:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4366, top5_acc: 0.6963, loss_cls: 6.4556, loss: 6.4556 2025-08-18 05:17:15,421 - pyskl - INFO - Epoch [124][6600/7492] lr: 3.648e-03, eta: 1 day, 4:25:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4297, top5_acc: 0.6775, loss_cls: 6.5818, loss: 6.5818 2025-08-18 05:18:08,084 - pyskl - INFO - Epoch [124][6700/7492] lr: 3.645e-03, eta: 1 day, 4:24:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4350, top5_acc: 0.7047, loss_cls: 6.3684, loss: 6.3684 2025-08-18 05:19:00,934 - pyskl - INFO - Epoch [124][6800/7492] lr: 3.641e-03, eta: 1 day, 4:23:23, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4209, top5_acc: 0.6722, loss_cls: 6.5627, loss: 6.5627 2025-08-18 05:19:53,784 - pyskl - INFO - Epoch [124][6900/7492] lr: 3.637e-03, eta: 1 day, 4:22:31, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4416, top5_acc: 0.6956, loss_cls: 6.4874, loss: 6.4874 2025-08-18 05:20:46,295 - pyskl - INFO - Epoch [124][7000/7492] lr: 3.634e-03, eta: 1 day, 4:21:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4387, top5_acc: 0.6959, loss_cls: 6.3748, loss: 6.3748 2025-08-18 05:21:38,775 - pyskl - INFO - Epoch [124][7100/7492] lr: 3.630e-03, eta: 1 day, 4:20:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4300, top5_acc: 0.6875, loss_cls: 6.4908, loss: 6.4908 2025-08-18 05:22:31,487 - pyskl - INFO - Epoch [124][7200/7492] lr: 3.627e-03, eta: 1 day, 4:19:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4259, top5_acc: 0.6941, loss_cls: 6.4413, loss: 6.4413 2025-08-18 05:23:24,075 - pyskl - INFO - Epoch [124][7300/7492] lr: 3.623e-03, eta: 1 day, 4:19:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4306, top5_acc: 0.6759, loss_cls: 6.4423, loss: 6.4423 2025-08-18 05:24:16,720 - pyskl - INFO - Epoch [124][7400/7492] lr: 3.619e-03, eta: 1 day, 4:18:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4134, top5_acc: 0.6719, loss_cls: 6.5325, loss: 6.5325 2025-08-18 05:25:05,936 - pyskl - INFO - Saving checkpoint at 124 epochs 2025-08-18 05:26:01,660 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 05:26:02,412 - pyskl - INFO - top1_acc 0.3704 top5_acc 0.6336 2025-08-18 05:26:02,412 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 05:26:02,452 - pyskl - INFO - mean_acc 0.3702 2025-08-18 05:26:02,516 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_123.pth was removed 2025-08-18 05:26:03,626 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_124.pth. 2025-08-18 05:26:03,627 - pyskl - INFO - Best top1_acc is 0.3704 at 124 epoch. 2025-08-18 05:26:03,643 - pyskl - INFO - Epoch(val) [124][617] top1_acc: 0.3704, top5_acc: 0.6336, mean_class_accuracy: 0.3702 2025-08-18 05:27:26,187 - pyskl - INFO - Epoch [125][100/7492] lr: 3.612e-03, eta: 1 day, 4:16:26, time: 0.825, data_time: 0.296, memory: 13026, top1_acc: 0.4450, top5_acc: 0.7028, loss_cls: 6.3639, loss: 6.3639 2025-08-18 05:28:18,894 - pyskl - INFO - Epoch [125][200/7492] lr: 3.609e-03, eta: 1 day, 4:15:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4453, top5_acc: 0.6978, loss_cls: 6.2690, loss: 6.2690 2025-08-18 05:29:11,389 - pyskl - INFO - Epoch [125][300/7492] lr: 3.605e-03, eta: 1 day, 4:14:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4500, top5_acc: 0.7084, loss_cls: 6.2672, loss: 6.2672 2025-08-18 05:30:03,534 - pyskl - INFO - Epoch [125][400/7492] lr: 3.601e-03, eta: 1 day, 4:13:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4500, top5_acc: 0.7150, loss_cls: 6.2902, loss: 6.2902 2025-08-18 05:30:55,865 - pyskl - INFO - Epoch [125][500/7492] lr: 3.598e-03, eta: 1 day, 4:12:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4347, top5_acc: 0.6963, loss_cls: 6.3978, loss: 6.3978 2025-08-18 05:31:48,040 - pyskl - INFO - Epoch [125][600/7492] lr: 3.594e-03, eta: 1 day, 4:12:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4453, top5_acc: 0.6987, loss_cls: 6.3366, loss: 6.3366 2025-08-18 05:32:40,417 - pyskl - INFO - Epoch [125][700/7492] lr: 3.591e-03, eta: 1 day, 4:11:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4372, top5_acc: 0.7016, loss_cls: 6.3266, loss: 6.3266 2025-08-18 05:33:32,798 - pyskl - INFO - Epoch [125][800/7492] lr: 3.587e-03, eta: 1 day, 4:10:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4519, top5_acc: 0.7044, loss_cls: 6.3524, loss: 6.3524 2025-08-18 05:34:25,238 - pyskl - INFO - Epoch [125][900/7492] lr: 3.583e-03, eta: 1 day, 4:09:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4316, top5_acc: 0.6963, loss_cls: 6.4086, loss: 6.4086 2025-08-18 05:35:17,618 - pyskl - INFO - Epoch [125][1000/7492] lr: 3.580e-03, eta: 1 day, 4:08:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4309, top5_acc: 0.6903, loss_cls: 6.3500, loss: 6.3500 2025-08-18 05:36:09,881 - pyskl - INFO - Epoch [125][1100/7492] lr: 3.576e-03, eta: 1 day, 4:07:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4219, top5_acc: 0.6856, loss_cls: 6.4582, loss: 6.4582 2025-08-18 05:37:02,340 - pyskl - INFO - Epoch [125][1200/7492] lr: 3.573e-03, eta: 1 day, 4:06:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4475, top5_acc: 0.7013, loss_cls: 6.2890, loss: 6.2890 2025-08-18 05:37:55,028 - pyskl - INFO - Epoch [125][1300/7492] lr: 3.569e-03, eta: 1 day, 4:05:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4447, top5_acc: 0.6987, loss_cls: 6.3469, loss: 6.3469 2025-08-18 05:38:47,485 - pyskl - INFO - Epoch [125][1400/7492] lr: 3.565e-03, eta: 1 day, 4:05:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4447, top5_acc: 0.7050, loss_cls: 6.3690, loss: 6.3690 2025-08-18 05:39:39,905 - pyskl - INFO - Epoch [125][1500/7492] lr: 3.562e-03, eta: 1 day, 4:04:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4347, top5_acc: 0.7000, loss_cls: 6.3373, loss: 6.3373 2025-08-18 05:40:32,241 - pyskl - INFO - Epoch [125][1600/7492] lr: 3.558e-03, eta: 1 day, 4:03:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4412, top5_acc: 0.6981, loss_cls: 6.3373, loss: 6.3373 2025-08-18 05:41:24,792 - pyskl - INFO - Epoch [125][1700/7492] lr: 3.555e-03, eta: 1 day, 4:02:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4269, top5_acc: 0.6837, loss_cls: 6.4990, loss: 6.4990 2025-08-18 05:42:17,122 - pyskl - INFO - Epoch [125][1800/7492] lr: 3.551e-03, eta: 1 day, 4:01:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4219, top5_acc: 0.6809, loss_cls: 6.3930, loss: 6.3930 2025-08-18 05:43:09,437 - pyskl - INFO - Epoch [125][1900/7492] lr: 3.547e-03, eta: 1 day, 4:00:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4269, top5_acc: 0.6819, loss_cls: 6.4487, loss: 6.4487 2025-08-18 05:44:02,076 - pyskl - INFO - Epoch [125][2000/7492] lr: 3.544e-03, eta: 1 day, 3:59:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4272, top5_acc: 0.6850, loss_cls: 6.4562, loss: 6.4562 2025-08-18 05:44:54,513 - pyskl - INFO - Epoch [125][2100/7492] lr: 3.540e-03, eta: 1 day, 3:59:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4369, top5_acc: 0.7013, loss_cls: 6.4367, loss: 6.4367 2025-08-18 05:45:46,967 - pyskl - INFO - Epoch [125][2200/7492] lr: 3.537e-03, eta: 1 day, 3:58:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 6.3687, loss: 6.3687 2025-08-18 05:46:39,528 - pyskl - INFO - Epoch [125][2300/7492] lr: 3.533e-03, eta: 1 day, 3:57:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4241, top5_acc: 0.6706, loss_cls: 6.5039, loss: 6.5039 2025-08-18 05:47:32,049 - pyskl - INFO - Epoch [125][2400/7492] lr: 3.530e-03, eta: 1 day, 3:56:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4347, top5_acc: 0.6984, loss_cls: 6.3767, loss: 6.3767 2025-08-18 05:48:24,611 - pyskl - INFO - Epoch [125][2500/7492] lr: 3.526e-03, eta: 1 day, 3:55:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4191, top5_acc: 0.6837, loss_cls: 6.4525, loss: 6.4525 2025-08-18 05:49:17,190 - pyskl - INFO - Epoch [125][2600/7492] lr: 3.522e-03, eta: 1 day, 3:54:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4275, top5_acc: 0.6916, loss_cls: 6.4996, loss: 6.4996 2025-08-18 05:50:09,824 - pyskl - INFO - Epoch [125][2700/7492] lr: 3.519e-03, eta: 1 day, 3:53:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 6.4446, loss: 6.4446 2025-08-18 05:51:02,416 - pyskl - INFO - Epoch [125][2800/7492] lr: 3.515e-03, eta: 1 day, 3:52:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4394, top5_acc: 0.7009, loss_cls: 6.3594, loss: 6.3594 2025-08-18 05:51:55,087 - pyskl - INFO - Epoch [125][2900/7492] lr: 3.512e-03, eta: 1 day, 3:52:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4297, top5_acc: 0.6828, loss_cls: 6.4007, loss: 6.4007 2025-08-18 05:52:47,697 - pyskl - INFO - Epoch [125][3000/7492] lr: 3.508e-03, eta: 1 day, 3:51:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4466, top5_acc: 0.7059, loss_cls: 6.3197, loss: 6.3197 2025-08-18 05:53:40,286 - pyskl - INFO - Epoch [125][3100/7492] lr: 3.505e-03, eta: 1 day, 3:50:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4462, top5_acc: 0.6950, loss_cls: 6.4017, loss: 6.4017 2025-08-18 05:54:33,036 - pyskl - INFO - Epoch [125][3200/7492] lr: 3.501e-03, eta: 1 day, 3:49:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4341, top5_acc: 0.6991, loss_cls: 6.3874, loss: 6.3874 2025-08-18 05:55:25,682 - pyskl - INFO - Epoch [125][3300/7492] lr: 3.497e-03, eta: 1 day, 3:48:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4319, top5_acc: 0.6953, loss_cls: 6.3829, loss: 6.3829 2025-08-18 05:56:18,520 - pyskl - INFO - Epoch [125][3400/7492] lr: 3.494e-03, eta: 1 day, 3:47:42, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4328, top5_acc: 0.6972, loss_cls: 6.3326, loss: 6.3326 2025-08-18 05:57:11,098 - pyskl - INFO - Epoch [125][3500/7492] lr: 3.490e-03, eta: 1 day, 3:46:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4331, top5_acc: 0.6991, loss_cls: 6.3621, loss: 6.3621 2025-08-18 05:58:03,659 - pyskl - INFO - Epoch [125][3600/7492] lr: 3.487e-03, eta: 1 day, 3:45:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4416, top5_acc: 0.7003, loss_cls: 6.3215, loss: 6.3215 2025-08-18 05:58:56,094 - pyskl - INFO - Epoch [125][3700/7492] lr: 3.483e-03, eta: 1 day, 3:45:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4325, top5_acc: 0.6969, loss_cls: 6.3763, loss: 6.3763 2025-08-18 05:59:48,593 - pyskl - INFO - Epoch [125][3800/7492] lr: 3.480e-03, eta: 1 day, 3:44:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4319, top5_acc: 0.7019, loss_cls: 6.3744, loss: 6.3744 2025-08-18 06:00:41,107 - pyskl - INFO - Epoch [125][3900/7492] lr: 3.476e-03, eta: 1 day, 3:43:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4434, top5_acc: 0.6959, loss_cls: 6.4434, loss: 6.4434 2025-08-18 06:01:33,631 - pyskl - INFO - Epoch [125][4000/7492] lr: 3.472e-03, eta: 1 day, 3:42:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4359, top5_acc: 0.6925, loss_cls: 6.3814, loss: 6.3814 2025-08-18 06:02:26,224 - pyskl - INFO - Epoch [125][4100/7492] lr: 3.469e-03, eta: 1 day, 3:41:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4400, top5_acc: 0.6869, loss_cls: 6.4447, loss: 6.4447 2025-08-18 06:03:19,042 - pyskl - INFO - Epoch [125][4200/7492] lr: 3.465e-03, eta: 1 day, 3:40:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4387, top5_acc: 0.6863, loss_cls: 6.4429, loss: 6.4429 2025-08-18 06:04:11,703 - pyskl - INFO - Epoch [125][4300/7492] lr: 3.462e-03, eta: 1 day, 3:39:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.6916, loss_cls: 6.3889, loss: 6.3889 2025-08-18 06:05:04,299 - pyskl - INFO - Epoch [125][4400/7492] lr: 3.458e-03, eta: 1 day, 3:39:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4412, top5_acc: 0.7028, loss_cls: 6.2998, loss: 6.2998 2025-08-18 06:05:56,888 - pyskl - INFO - Epoch [125][4500/7492] lr: 3.455e-03, eta: 1 day, 3:38:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4384, top5_acc: 0.6981, loss_cls: 6.3266, loss: 6.3266 2025-08-18 06:06:49,619 - pyskl - INFO - Epoch [125][4600/7492] lr: 3.451e-03, eta: 1 day, 3:37:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4484, top5_acc: 0.6956, loss_cls: 6.3185, loss: 6.3185 2025-08-18 06:07:42,400 - pyskl - INFO - Epoch [125][4700/7492] lr: 3.448e-03, eta: 1 day, 3:36:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4206, top5_acc: 0.7006, loss_cls: 6.4475, loss: 6.4475 2025-08-18 06:08:35,062 - pyskl - INFO - Epoch [125][4800/7492] lr: 3.444e-03, eta: 1 day, 3:35:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4250, top5_acc: 0.6984, loss_cls: 6.3886, loss: 6.3886 2025-08-18 06:09:27,671 - pyskl - INFO - Epoch [125][4900/7492] lr: 3.441e-03, eta: 1 day, 3:34:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4316, top5_acc: 0.6919, loss_cls: 6.4011, loss: 6.4011 2025-08-18 06:10:20,360 - pyskl - INFO - Epoch [125][5000/7492] lr: 3.437e-03, eta: 1 day, 3:33:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4409, top5_acc: 0.6944, loss_cls: 6.3434, loss: 6.3434 2025-08-18 06:11:13,011 - pyskl - INFO - Epoch [125][5100/7492] lr: 3.433e-03, eta: 1 day, 3:32:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4431, top5_acc: 0.6950, loss_cls: 6.4357, loss: 6.4357 2025-08-18 06:12:05,967 - pyskl - INFO - Epoch [125][5200/7492] lr: 3.430e-03, eta: 1 day, 3:32:02, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4313, top5_acc: 0.6987, loss_cls: 6.4819, loss: 6.4819 2025-08-18 06:12:58,597 - pyskl - INFO - Epoch [125][5300/7492] lr: 3.426e-03, eta: 1 day, 3:31:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4403, top5_acc: 0.6981, loss_cls: 6.2911, loss: 6.2911 2025-08-18 06:13:51,091 - pyskl - INFO - Epoch [125][5400/7492] lr: 3.423e-03, eta: 1 day, 3:30:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4306, top5_acc: 0.6887, loss_cls: 6.4273, loss: 6.4273 2025-08-18 06:14:43,414 - pyskl - INFO - Epoch [125][5500/7492] lr: 3.419e-03, eta: 1 day, 3:29:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4334, top5_acc: 0.6906, loss_cls: 6.4804, loss: 6.4804 2025-08-18 06:15:36,029 - pyskl - INFO - Epoch [125][5600/7492] lr: 3.416e-03, eta: 1 day, 3:28:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4509, top5_acc: 0.6950, loss_cls: 6.4402, loss: 6.4402 2025-08-18 06:16:28,955 - pyskl - INFO - Epoch [125][5700/7492] lr: 3.412e-03, eta: 1 day, 3:27:41, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4394, top5_acc: 0.6981, loss_cls: 6.4403, loss: 6.4403 2025-08-18 06:17:21,714 - pyskl - INFO - Epoch [125][5800/7492] lr: 3.409e-03, eta: 1 day, 3:26:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4166, top5_acc: 0.6791, loss_cls: 6.4080, loss: 6.4080 2025-08-18 06:18:14,090 - pyskl - INFO - Epoch [125][5900/7492] lr: 3.405e-03, eta: 1 day, 3:25:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4487, top5_acc: 0.7050, loss_cls: 6.2151, loss: 6.2151 2025-08-18 06:19:06,869 - pyskl - INFO - Epoch [125][6000/7492] lr: 3.402e-03, eta: 1 day, 3:25:04, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4263, top5_acc: 0.6678, loss_cls: 6.5612, loss: 6.5612 2025-08-18 06:19:59,467 - pyskl - INFO - Epoch [125][6100/7492] lr: 3.398e-03, eta: 1 day, 3:24:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4259, top5_acc: 0.6916, loss_cls: 6.4753, loss: 6.4753 2025-08-18 06:20:51,930 - pyskl - INFO - Epoch [125][6200/7492] lr: 3.395e-03, eta: 1 day, 3:23:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4256, top5_acc: 0.6847, loss_cls: 6.3983, loss: 6.3983 2025-08-18 06:21:44,636 - pyskl - INFO - Epoch [125][6300/7492] lr: 3.391e-03, eta: 1 day, 3:22:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4278, top5_acc: 0.6906, loss_cls: 6.3960, loss: 6.3960 2025-08-18 06:22:37,524 - pyskl - INFO - Epoch [125][6400/7492] lr: 3.388e-03, eta: 1 day, 3:21:35, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4400, top5_acc: 0.6953, loss_cls: 6.3521, loss: 6.3521 2025-08-18 06:23:30,078 - pyskl - INFO - Epoch [125][6500/7492] lr: 3.384e-03, eta: 1 day, 3:20:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4359, top5_acc: 0.6866, loss_cls: 6.4514, loss: 6.4514 2025-08-18 06:24:22,681 - pyskl - INFO - Epoch [125][6600/7492] lr: 3.381e-03, eta: 1 day, 3:19:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4303, top5_acc: 0.6841, loss_cls: 6.4502, loss: 6.4502 2025-08-18 06:25:15,458 - pyskl - INFO - Epoch [125][6700/7492] lr: 3.377e-03, eta: 1 day, 3:18:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4284, top5_acc: 0.6931, loss_cls: 6.3837, loss: 6.3837 2025-08-18 06:26:08,084 - pyskl - INFO - Epoch [125][6800/7492] lr: 3.374e-03, eta: 1 day, 3:18:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4303, top5_acc: 0.6859, loss_cls: 6.4221, loss: 6.4221 2025-08-18 06:27:00,861 - pyskl - INFO - Epoch [125][6900/7492] lr: 3.370e-03, eta: 1 day, 3:17:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 6.4766, loss: 6.4766 2025-08-18 06:27:53,409 - pyskl - INFO - Epoch [125][7000/7492] lr: 3.367e-03, eta: 1 day, 3:16:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4394, top5_acc: 0.6772, loss_cls: 6.4748, loss: 6.4748 2025-08-18 06:28:46,237 - pyskl - INFO - Epoch [125][7100/7492] lr: 3.363e-03, eta: 1 day, 3:15:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4241, top5_acc: 0.6803, loss_cls: 6.4991, loss: 6.4991 2025-08-18 06:29:38,460 - pyskl - INFO - Epoch [125][7200/7492] lr: 3.360e-03, eta: 1 day, 3:14:38, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4075, top5_acc: 0.6787, loss_cls: 6.4636, loss: 6.4636 2025-08-18 06:30:30,842 - pyskl - INFO - Epoch [125][7300/7492] lr: 3.356e-03, eta: 1 day, 3:13:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4228, top5_acc: 0.6953, loss_cls: 6.4488, loss: 6.4488 2025-08-18 06:31:23,442 - pyskl - INFO - Epoch [125][7400/7492] lr: 3.353e-03, eta: 1 day, 3:12:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4281, top5_acc: 0.6900, loss_cls: 6.5123, loss: 6.5123 2025-08-18 06:32:13,082 - pyskl - INFO - Saving checkpoint at 125 epochs 2025-08-18 06:33:08,298 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 06:33:09,028 - pyskl - INFO - top1_acc 0.3739 top5_acc 0.6313 2025-08-18 06:33:09,028 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 06:33:09,067 - pyskl - INFO - mean_acc 0.3736 2025-08-18 06:33:09,129 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_124.pth was removed 2025-08-18 06:33:10,180 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_125.pth. 2025-08-18 06:33:10,181 - pyskl - INFO - Best top1_acc is 0.3739 at 125 epoch. 2025-08-18 06:33:10,192 - pyskl - INFO - Epoch(val) [125][617] top1_acc: 0.3739, top5_acc: 0.6313, mean_class_accuracy: 0.3736 2025-08-18 06:34:31,746 - pyskl - INFO - Epoch [126][100/7492] lr: 3.346e-03, eta: 1 day, 3:11:09, time: 0.815, data_time: 0.289, memory: 13026, top1_acc: 0.4406, top5_acc: 0.7006, loss_cls: 6.3962, loss: 6.3962 2025-08-18 06:35:24,191 - pyskl - INFO - Epoch [126][200/7492] lr: 3.342e-03, eta: 1 day, 3:10:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4416, top5_acc: 0.6975, loss_cls: 6.3169, loss: 6.3169 2025-08-18 06:36:16,700 - pyskl - INFO - Epoch [126][300/7492] lr: 3.339e-03, eta: 1 day, 3:09:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4544, top5_acc: 0.7172, loss_cls: 6.1086, loss: 6.1086 2025-08-18 06:37:09,040 - pyskl - INFO - Epoch [126][400/7492] lr: 3.335e-03, eta: 1 day, 3:08:32, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4431, top5_acc: 0.7087, loss_cls: 6.3317, loss: 6.3317 2025-08-18 06:38:01,310 - pyskl - INFO - Epoch [126][500/7492] lr: 3.332e-03, eta: 1 day, 3:07:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4450, top5_acc: 0.7053, loss_cls: 6.4355, loss: 6.4355 2025-08-18 06:38:53,576 - pyskl - INFO - Epoch [126][600/7492] lr: 3.328e-03, eta: 1 day, 3:06:48, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4441, top5_acc: 0.7016, loss_cls: 6.2985, loss: 6.2985 2025-08-18 06:39:46,026 - pyskl - INFO - Epoch [126][700/7492] lr: 3.325e-03, eta: 1 day, 3:05:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4494, top5_acc: 0.6984, loss_cls: 6.2980, loss: 6.2980 2025-08-18 06:40:38,255 - pyskl - INFO - Epoch [126][800/7492] lr: 3.321e-03, eta: 1 day, 3:05:03, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4363, top5_acc: 0.6981, loss_cls: 6.3597, loss: 6.3597 2025-08-18 06:41:30,682 - pyskl - INFO - Epoch [126][900/7492] lr: 3.318e-03, eta: 1 day, 3:04:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4459, top5_acc: 0.7022, loss_cls: 6.2998, loss: 6.2998 2025-08-18 06:42:22,998 - pyskl - INFO - Epoch [126][1000/7492] lr: 3.315e-03, eta: 1 day, 3:03:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4512, top5_acc: 0.7056, loss_cls: 6.3262, loss: 6.3262 2025-08-18 06:43:15,445 - pyskl - INFO - Epoch [126][1100/7492] lr: 3.311e-03, eta: 1 day, 3:02:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4387, top5_acc: 0.7034, loss_cls: 6.2889, loss: 6.2889 2025-08-18 06:44:07,986 - pyskl - INFO - Epoch [126][1200/7492] lr: 3.308e-03, eta: 1 day, 3:01:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4481, top5_acc: 0.6959, loss_cls: 6.4047, loss: 6.4047 2025-08-18 06:45:00,840 - pyskl - INFO - Epoch [126][1300/7492] lr: 3.304e-03, eta: 1 day, 3:00:42, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4491, top5_acc: 0.7106, loss_cls: 6.3512, loss: 6.3512 2025-08-18 06:45:53,585 - pyskl - INFO - Epoch [126][1400/7492] lr: 3.301e-03, eta: 1 day, 2:59:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4384, top5_acc: 0.6887, loss_cls: 6.3769, loss: 6.3769 2025-08-18 06:46:46,066 - pyskl - INFO - Epoch [126][1500/7492] lr: 3.297e-03, eta: 1 day, 2:58:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4456, top5_acc: 0.7019, loss_cls: 6.3900, loss: 6.3900 2025-08-18 06:47:38,515 - pyskl - INFO - Epoch [126][1600/7492] lr: 3.294e-03, eta: 1 day, 2:58:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.7075, loss_cls: 6.2667, loss: 6.2667 2025-08-18 06:48:31,121 - pyskl - INFO - Epoch [126][1700/7492] lr: 3.290e-03, eta: 1 day, 2:57:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4297, top5_acc: 0.6941, loss_cls: 6.3735, loss: 6.3735 2025-08-18 06:49:23,673 - pyskl - INFO - Epoch [126][1800/7492] lr: 3.287e-03, eta: 1 day, 2:56:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4391, top5_acc: 0.6972, loss_cls: 6.3334, loss: 6.3334 2025-08-18 06:50:15,931 - pyskl - INFO - Epoch [126][1900/7492] lr: 3.283e-03, eta: 1 day, 2:55:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4275, top5_acc: 0.7109, loss_cls: 6.3257, loss: 6.3257 2025-08-18 06:51:08,440 - pyskl - INFO - Epoch [126][2000/7492] lr: 3.280e-03, eta: 1 day, 2:54:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4491, top5_acc: 0.7034, loss_cls: 6.2008, loss: 6.2008 2025-08-18 06:52:00,992 - pyskl - INFO - Epoch [126][2100/7492] lr: 3.276e-03, eta: 1 day, 2:53:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4381, top5_acc: 0.7037, loss_cls: 6.3697, loss: 6.3697 2025-08-18 06:52:53,640 - pyskl - INFO - Epoch [126][2200/7492] lr: 3.273e-03, eta: 1 day, 2:52:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4309, top5_acc: 0.6909, loss_cls: 6.3287, loss: 6.3287 2025-08-18 06:53:46,306 - pyskl - INFO - Epoch [126][2300/7492] lr: 3.269e-03, eta: 1 day, 2:52:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4366, top5_acc: 0.7034, loss_cls: 6.3777, loss: 6.3777 2025-08-18 06:54:38,981 - pyskl - INFO - Epoch [126][2400/7492] lr: 3.266e-03, eta: 1 day, 2:51:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4350, top5_acc: 0.7131, loss_cls: 6.3306, loss: 6.3306 2025-08-18 06:55:31,710 - pyskl - INFO - Epoch [126][2500/7492] lr: 3.263e-03, eta: 1 day, 2:50:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.6828, loss_cls: 6.4149, loss: 6.4149 2025-08-18 06:56:24,030 - pyskl - INFO - Epoch [126][2600/7492] lr: 3.259e-03, eta: 1 day, 2:49:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4425, top5_acc: 0.6891, loss_cls: 6.3779, loss: 6.3779 2025-08-18 06:57:16,387 - pyskl - INFO - Epoch [126][2700/7492] lr: 3.256e-03, eta: 1 day, 2:48:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4444, top5_acc: 0.6981, loss_cls: 6.2773, loss: 6.2773 2025-08-18 06:58:09,215 - pyskl - INFO - Epoch [126][2800/7492] lr: 3.252e-03, eta: 1 day, 2:47:39, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4300, top5_acc: 0.6947, loss_cls: 6.4613, loss: 6.4613 2025-08-18 06:59:01,966 - pyskl - INFO - Epoch [126][2900/7492] lr: 3.249e-03, eta: 1 day, 2:46:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4500, top5_acc: 0.6853, loss_cls: 6.3423, loss: 6.3423 2025-08-18 06:59:54,600 - pyskl - INFO - Epoch [126][3000/7492] lr: 3.245e-03, eta: 1 day, 2:45:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4334, top5_acc: 0.7097, loss_cls: 6.3392, loss: 6.3392 2025-08-18 07:00:47,084 - pyskl - INFO - Epoch [126][3100/7492] lr: 3.242e-03, eta: 1 day, 2:45:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4462, top5_acc: 0.6972, loss_cls: 6.2911, loss: 6.2911 2025-08-18 07:01:39,583 - pyskl - INFO - Epoch [126][3200/7492] lr: 3.238e-03, eta: 1 day, 2:44:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4400, top5_acc: 0.7000, loss_cls: 6.3557, loss: 6.3557 2025-08-18 07:02:32,004 - pyskl - INFO - Epoch [126][3300/7492] lr: 3.235e-03, eta: 1 day, 2:43:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4394, top5_acc: 0.6984, loss_cls: 6.3713, loss: 6.3713 2025-08-18 07:03:24,465 - pyskl - INFO - Epoch [126][3400/7492] lr: 3.232e-03, eta: 1 day, 2:42:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4372, top5_acc: 0.6966, loss_cls: 6.3946, loss: 6.3946 2025-08-18 07:04:17,090 - pyskl - INFO - Epoch [126][3500/7492] lr: 3.228e-03, eta: 1 day, 2:41:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4284, top5_acc: 0.6884, loss_cls: 6.3304, loss: 6.3304 2025-08-18 07:05:09,795 - pyskl - INFO - Epoch [126][3600/7492] lr: 3.225e-03, eta: 1 day, 2:40:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4481, top5_acc: 0.6925, loss_cls: 6.4088, loss: 6.4088 2025-08-18 07:06:02,423 - pyskl - INFO - Epoch [126][3700/7492] lr: 3.221e-03, eta: 1 day, 2:39:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4541, top5_acc: 0.7044, loss_cls: 6.3527, loss: 6.3527 2025-08-18 07:06:54,979 - pyskl - INFO - Epoch [126][3800/7492] lr: 3.218e-03, eta: 1 day, 2:38:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4419, top5_acc: 0.6891, loss_cls: 6.3541, loss: 6.3541 2025-08-18 07:07:47,589 - pyskl - INFO - Epoch [126][3900/7492] lr: 3.214e-03, eta: 1 day, 2:38:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4259, top5_acc: 0.6884, loss_cls: 6.3967, loss: 6.3967 2025-08-18 07:08:40,118 - pyskl - INFO - Epoch [126][4000/7492] lr: 3.211e-03, eta: 1 day, 2:37:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4400, top5_acc: 0.6925, loss_cls: 6.3607, loss: 6.3607 2025-08-18 07:09:32,781 - pyskl - INFO - Epoch [126][4100/7492] lr: 3.208e-03, eta: 1 day, 2:36:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4206, top5_acc: 0.6844, loss_cls: 6.4510, loss: 6.4510 2025-08-18 07:10:25,510 - pyskl - INFO - Epoch [126][4200/7492] lr: 3.204e-03, eta: 1 day, 2:35:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4428, top5_acc: 0.6978, loss_cls: 6.3895, loss: 6.3895 2025-08-18 07:11:18,122 - pyskl - INFO - Epoch [126][4300/7492] lr: 3.201e-03, eta: 1 day, 2:34:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4184, top5_acc: 0.6928, loss_cls: 6.4628, loss: 6.4628 2025-08-18 07:12:10,887 - pyskl - INFO - Epoch [126][4400/7492] lr: 3.197e-03, eta: 1 day, 2:33:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4422, top5_acc: 0.6997, loss_cls: 6.3068, loss: 6.3068 2025-08-18 07:13:03,617 - pyskl - INFO - Epoch [126][4500/7492] lr: 3.194e-03, eta: 1 day, 2:32:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4366, top5_acc: 0.6981, loss_cls: 6.3879, loss: 6.3879 2025-08-18 07:13:56,302 - pyskl - INFO - Epoch [126][4600/7492] lr: 3.190e-03, eta: 1 day, 2:31:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4419, top5_acc: 0.6956, loss_cls: 6.3379, loss: 6.3379 2025-08-18 07:14:49,128 - pyskl - INFO - Epoch [126][4700/7492] lr: 3.187e-03, eta: 1 day, 2:31:07, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4297, top5_acc: 0.6919, loss_cls: 6.3506, loss: 6.3506 2025-08-18 07:15:41,823 - pyskl - INFO - Epoch [126][4800/7492] lr: 3.184e-03, eta: 1 day, 2:30:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4334, top5_acc: 0.6966, loss_cls: 6.4336, loss: 6.4336 2025-08-18 07:16:34,582 - pyskl - INFO - Epoch [126][4900/7492] lr: 3.180e-03, eta: 1 day, 2:29:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4559, top5_acc: 0.7113, loss_cls: 6.2508, loss: 6.2508 2025-08-18 07:17:27,343 - pyskl - INFO - Epoch [126][5000/7492] lr: 3.177e-03, eta: 1 day, 2:28:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4394, top5_acc: 0.6941, loss_cls: 6.3385, loss: 6.3385 2025-08-18 07:18:19,872 - pyskl - INFO - Epoch [126][5100/7492] lr: 3.173e-03, eta: 1 day, 2:27:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.7072, loss_cls: 6.3586, loss: 6.3586 2025-08-18 07:19:12,791 - pyskl - INFO - Epoch [126][5200/7492] lr: 3.170e-03, eta: 1 day, 2:26:46, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4353, top5_acc: 0.6859, loss_cls: 6.3606, loss: 6.3606 2025-08-18 07:20:05,562 - pyskl - INFO - Epoch [126][5300/7492] lr: 3.167e-03, eta: 1 day, 2:25:53, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4500, top5_acc: 0.7050, loss_cls: 6.2537, loss: 6.2537 2025-08-18 07:20:58,287 - pyskl - INFO - Epoch [126][5400/7492] lr: 3.163e-03, eta: 1 day, 2:25:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4506, top5_acc: 0.7047, loss_cls: 6.4155, loss: 6.4155 2025-08-18 07:21:50,938 - pyskl - INFO - Epoch [126][5500/7492] lr: 3.160e-03, eta: 1 day, 2:24:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4719, top5_acc: 0.7209, loss_cls: 6.1513, loss: 6.1513 2025-08-18 07:22:43,467 - pyskl - INFO - Epoch [126][5600/7492] lr: 3.156e-03, eta: 1 day, 2:23:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4372, top5_acc: 0.6834, loss_cls: 6.4408, loss: 6.4408 2025-08-18 07:23:36,442 - pyskl - INFO - Epoch [126][5700/7492] lr: 3.153e-03, eta: 1 day, 2:22:25, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4322, top5_acc: 0.6809, loss_cls: 6.4236, loss: 6.4236 2025-08-18 07:24:29,042 - pyskl - INFO - Epoch [126][5800/7492] lr: 3.150e-03, eta: 1 day, 2:21:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4378, top5_acc: 0.6984, loss_cls: 6.2589, loss: 6.2589 2025-08-18 07:25:21,838 - pyskl - INFO - Epoch [126][5900/7492] lr: 3.146e-03, eta: 1 day, 2:20:40, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4372, top5_acc: 0.6897, loss_cls: 6.4342, loss: 6.4342 2025-08-18 07:26:14,342 - pyskl - INFO - Epoch [126][6000/7492] lr: 3.143e-03, eta: 1 day, 2:19:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4391, top5_acc: 0.7019, loss_cls: 6.3427, loss: 6.3427 2025-08-18 07:27:06,845 - pyskl - INFO - Epoch [126][6100/7492] lr: 3.139e-03, eta: 1 day, 2:18:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4444, top5_acc: 0.6969, loss_cls: 6.3331, loss: 6.3331 2025-08-18 07:27:59,427 - pyskl - INFO - Epoch [126][6200/7492] lr: 3.136e-03, eta: 1 day, 2:18:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4450, top5_acc: 0.7025, loss_cls: 6.2815, loss: 6.2815 2025-08-18 07:28:51,989 - pyskl - INFO - Epoch [126][6300/7492] lr: 3.133e-03, eta: 1 day, 2:17:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4391, top5_acc: 0.6837, loss_cls: 6.4370, loss: 6.4370 2025-08-18 07:29:44,618 - pyskl - INFO - Epoch [126][6400/7492] lr: 3.129e-03, eta: 1 day, 2:16:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4497, top5_acc: 0.6875, loss_cls: 6.3029, loss: 6.3029 2025-08-18 07:30:37,058 - pyskl - INFO - Epoch [126][6500/7492] lr: 3.126e-03, eta: 1 day, 2:15:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4419, top5_acc: 0.7053, loss_cls: 6.2547, loss: 6.2547 2025-08-18 07:31:29,737 - pyskl - INFO - Epoch [126][6600/7492] lr: 3.122e-03, eta: 1 day, 2:14:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4594, top5_acc: 0.7122, loss_cls: 6.2608, loss: 6.2608 2025-08-18 07:32:22,518 - pyskl - INFO - Epoch [126][6700/7492] lr: 3.119e-03, eta: 1 day, 2:13:42, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4481, top5_acc: 0.7141, loss_cls: 6.2706, loss: 6.2706 2025-08-18 07:33:15,141 - pyskl - INFO - Epoch [126][6800/7492] lr: 3.116e-03, eta: 1 day, 2:12:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4263, top5_acc: 0.6916, loss_cls: 6.4351, loss: 6.4351 2025-08-18 07:34:08,075 - pyskl - INFO - Epoch [126][6900/7492] lr: 3.112e-03, eta: 1 day, 2:11:58, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4416, top5_acc: 0.6925, loss_cls: 6.3836, loss: 6.3836 2025-08-18 07:35:00,475 - pyskl - INFO - Epoch [126][7000/7492] lr: 3.109e-03, eta: 1 day, 2:11:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4525, top5_acc: 0.7137, loss_cls: 6.2714, loss: 6.2714 2025-08-18 07:35:53,147 - pyskl - INFO - Epoch [126][7100/7492] lr: 3.106e-03, eta: 1 day, 2:10:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4338, top5_acc: 0.6900, loss_cls: 6.4186, loss: 6.4186 2025-08-18 07:36:45,846 - pyskl - INFO - Epoch [126][7200/7492] lr: 3.102e-03, eta: 1 day, 2:09:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4475, top5_acc: 0.7009, loss_cls: 6.3391, loss: 6.3391 2025-08-18 07:37:38,545 - pyskl - INFO - Epoch [126][7300/7492] lr: 3.099e-03, eta: 1 day, 2:08:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4275, top5_acc: 0.6913, loss_cls: 6.5027, loss: 6.5027 2025-08-18 07:38:31,160 - pyskl - INFO - Epoch [126][7400/7492] lr: 3.095e-03, eta: 1 day, 2:07:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 6.3838, loss: 6.3838 2025-08-18 07:39:20,511 - pyskl - INFO - Saving checkpoint at 126 epochs 2025-08-18 07:40:15,832 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 07:40:16,573 - pyskl - INFO - top1_acc 0.3772 top5_acc 0.6357 2025-08-18 07:40:16,573 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 07:40:16,610 - pyskl - INFO - mean_acc 0.3771 2025-08-18 07:40:16,676 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_125.pth was removed 2025-08-18 07:40:17,721 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_126.pth. 2025-08-18 07:40:17,722 - pyskl - INFO - Best top1_acc is 0.3772 at 126 epoch. 2025-08-18 07:40:17,738 - pyskl - INFO - Epoch(val) [126][617] top1_acc: 0.3772, top5_acc: 0.6357, mean_class_accuracy: 0.3771 2025-08-18 07:41:39,582 - pyskl - INFO - Epoch [127][100/7492] lr: 3.089e-03, eta: 1 day, 2:05:53, time: 0.818, data_time: 0.292, memory: 13026, top1_acc: 0.4616, top5_acc: 0.7169, loss_cls: 6.2052, loss: 6.2052 2025-08-18 07:42:31,534 - pyskl - INFO - Epoch [127][200/7492] lr: 3.086e-03, eta: 1 day, 2:05:01, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4612, top5_acc: 0.7225, loss_cls: 6.1779, loss: 6.1779 2025-08-18 07:43:23,484 - pyskl - INFO - Epoch [127][300/7492] lr: 3.082e-03, eta: 1 day, 2:04:08, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4600, top5_acc: 0.7250, loss_cls: 6.1704, loss: 6.1704 2025-08-18 07:44:16,665 - pyskl - INFO - Epoch [127][400/7492] lr: 3.079e-03, eta: 1 day, 2:03:16, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.4594, top5_acc: 0.7066, loss_cls: 6.3413, loss: 6.3413 2025-08-18 07:45:08,668 - pyskl - INFO - Epoch [127][500/7492] lr: 3.076e-03, eta: 1 day, 2:02:24, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4525, top5_acc: 0.7141, loss_cls: 6.2616, loss: 6.2616 2025-08-18 07:46:01,062 - pyskl - INFO - Epoch [127][600/7492] lr: 3.072e-03, eta: 1 day, 2:01:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4319, top5_acc: 0.7075, loss_cls: 6.3570, loss: 6.3570 2025-08-18 07:46:53,177 - pyskl - INFO - Epoch [127][700/7492] lr: 3.069e-03, eta: 1 day, 2:00:39, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4437, top5_acc: 0.7159, loss_cls: 6.1726, loss: 6.1726 2025-08-18 07:47:45,880 - pyskl - INFO - Epoch [127][800/7492] lr: 3.065e-03, eta: 1 day, 1:59:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.7050, loss_cls: 6.2570, loss: 6.2570 2025-08-18 07:48:38,212 - pyskl - INFO - Epoch [127][900/7492] lr: 3.062e-03, eta: 1 day, 1:58:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4516, top5_acc: 0.7125, loss_cls: 6.2343, loss: 6.2343 2025-08-18 07:49:30,610 - pyskl - INFO - Epoch [127][1000/7492] lr: 3.059e-03, eta: 1 day, 1:58:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4331, top5_acc: 0.6987, loss_cls: 6.3673, loss: 6.3673 2025-08-18 07:50:23,201 - pyskl - INFO - Epoch [127][1100/7492] lr: 3.055e-03, eta: 1 day, 1:57:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4544, top5_acc: 0.7075, loss_cls: 6.1737, loss: 6.1737 2025-08-18 07:51:15,893 - pyskl - INFO - Epoch [127][1200/7492] lr: 3.052e-03, eta: 1 day, 1:56:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4581, top5_acc: 0.7166, loss_cls: 6.2679, loss: 6.2679 2025-08-18 07:52:08,009 - pyskl - INFO - Epoch [127][1300/7492] lr: 3.049e-03, eta: 1 day, 1:55:26, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4472, top5_acc: 0.6975, loss_cls: 6.3004, loss: 6.3004 2025-08-18 07:53:00,375 - pyskl - INFO - Epoch [127][1400/7492] lr: 3.045e-03, eta: 1 day, 1:54:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4541, top5_acc: 0.6969, loss_cls: 6.3074, loss: 6.3074 2025-08-18 07:53:52,958 - pyskl - INFO - Epoch [127][1500/7492] lr: 3.042e-03, eta: 1 day, 1:53:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4562, top5_acc: 0.7150, loss_cls: 6.1819, loss: 6.1819 2025-08-18 07:54:45,152 - pyskl - INFO - Epoch [127][1600/7492] lr: 3.039e-03, eta: 1 day, 1:52:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.7059, loss_cls: 6.3261, loss: 6.3261 2025-08-18 07:55:37,360 - pyskl - INFO - Epoch [127][1700/7492] lr: 3.035e-03, eta: 1 day, 1:51:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4597, top5_acc: 0.7113, loss_cls: 6.1884, loss: 6.1884 2025-08-18 07:56:29,784 - pyskl - INFO - Epoch [127][1800/7492] lr: 3.032e-03, eta: 1 day, 1:51:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4516, top5_acc: 0.7075, loss_cls: 6.3349, loss: 6.3349 2025-08-18 07:57:22,085 - pyskl - INFO - Epoch [127][1900/7492] lr: 3.029e-03, eta: 1 day, 1:50:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4528, top5_acc: 0.7075, loss_cls: 6.2432, loss: 6.2432 2025-08-18 07:58:14,219 - pyskl - INFO - Epoch [127][2000/7492] lr: 3.025e-03, eta: 1 day, 1:49:20, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4516, top5_acc: 0.7022, loss_cls: 6.3316, loss: 6.3316 2025-08-18 07:59:06,591 - pyskl - INFO - Epoch [127][2100/7492] lr: 3.022e-03, eta: 1 day, 1:48:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4313, top5_acc: 0.6925, loss_cls: 6.3285, loss: 6.3285 2025-08-18 07:59:59,183 - pyskl - INFO - Epoch [127][2200/7492] lr: 3.019e-03, eta: 1 day, 1:47:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4503, top5_acc: 0.7069, loss_cls: 6.2684, loss: 6.2684 2025-08-18 08:00:51,837 - pyskl - INFO - Epoch [127][2300/7492] lr: 3.015e-03, eta: 1 day, 1:46:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4372, top5_acc: 0.6981, loss_cls: 6.3294, loss: 6.3294 2025-08-18 08:01:44,152 - pyskl - INFO - Epoch [127][2400/7492] lr: 3.012e-03, eta: 1 day, 1:45:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4553, top5_acc: 0.7128, loss_cls: 6.2999, loss: 6.2999 2025-08-18 08:02:36,654 - pyskl - INFO - Epoch [127][2500/7492] lr: 3.009e-03, eta: 1 day, 1:44:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4444, top5_acc: 0.6975, loss_cls: 6.3581, loss: 6.3581 2025-08-18 08:03:29,156 - pyskl - INFO - Epoch [127][2600/7492] lr: 3.005e-03, eta: 1 day, 1:44:07, time: 0.526, data_time: 0.002, memory: 13026, top1_acc: 0.4456, top5_acc: 0.7028, loss_cls: 6.3100, loss: 6.3100 2025-08-18 08:04:21,700 - pyskl - INFO - Epoch [127][2700/7492] lr: 3.002e-03, eta: 1 day, 1:43:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4459, top5_acc: 0.7034, loss_cls: 6.2210, loss: 6.2210 2025-08-18 08:05:14,014 - pyskl - INFO - Epoch [127][2800/7492] lr: 2.999e-03, eta: 1 day, 1:42:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4453, top5_acc: 0.7159, loss_cls: 6.3019, loss: 6.3019 2025-08-18 08:06:06,443 - pyskl - INFO - Epoch [127][2900/7492] lr: 2.995e-03, eta: 1 day, 1:41:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4462, top5_acc: 0.7119, loss_cls: 6.2678, loss: 6.2678 2025-08-18 08:06:59,077 - pyskl - INFO - Epoch [127][3000/7492] lr: 2.992e-03, eta: 1 day, 1:40:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4441, top5_acc: 0.7078, loss_cls: 6.2624, loss: 6.2624 2025-08-18 08:07:51,168 - pyskl - INFO - Epoch [127][3100/7492] lr: 2.989e-03, eta: 1 day, 1:39:45, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4522, top5_acc: 0.6941, loss_cls: 6.3249, loss: 6.3249 2025-08-18 08:08:43,815 - pyskl - INFO - Epoch [127][3200/7492] lr: 2.986e-03, eta: 1 day, 1:38:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4547, top5_acc: 0.7028, loss_cls: 6.2479, loss: 6.2479 2025-08-18 08:09:36,432 - pyskl - INFO - Epoch [127][3300/7492] lr: 2.982e-03, eta: 1 day, 1:38:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4578, top5_acc: 0.7022, loss_cls: 6.2945, loss: 6.2945 2025-08-18 08:10:28,985 - pyskl - INFO - Epoch [127][3400/7492] lr: 2.979e-03, eta: 1 day, 1:37:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4400, top5_acc: 0.6994, loss_cls: 6.4110, loss: 6.4110 2025-08-18 08:11:21,511 - pyskl - INFO - Epoch [127][3500/7492] lr: 2.976e-03, eta: 1 day, 1:36:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4428, top5_acc: 0.7097, loss_cls: 6.2917, loss: 6.2917 2025-08-18 08:12:13,946 - pyskl - INFO - Epoch [127][3600/7492] lr: 2.972e-03, eta: 1 day, 1:35:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4509, top5_acc: 0.7050, loss_cls: 6.2271, loss: 6.2271 2025-08-18 08:13:06,367 - pyskl - INFO - Epoch [127][3700/7492] lr: 2.969e-03, eta: 1 day, 1:34:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4559, top5_acc: 0.7016, loss_cls: 6.2674, loss: 6.2674 2025-08-18 08:13:58,995 - pyskl - INFO - Epoch [127][3800/7492] lr: 2.966e-03, eta: 1 day, 1:33:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 6.2371, loss: 6.2371 2025-08-18 08:14:51,719 - pyskl - INFO - Epoch [127][3900/7492] lr: 2.962e-03, eta: 1 day, 1:32:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4403, top5_acc: 0.7031, loss_cls: 6.2772, loss: 6.2772 2025-08-18 08:15:44,370 - pyskl - INFO - Epoch [127][4000/7492] lr: 2.959e-03, eta: 1 day, 1:31:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4550, top5_acc: 0.7047, loss_cls: 6.2734, loss: 6.2734 2025-08-18 08:16:36,979 - pyskl - INFO - Epoch [127][4100/7492] lr: 2.956e-03, eta: 1 day, 1:31:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4444, top5_acc: 0.6928, loss_cls: 6.3453, loss: 6.3453 2025-08-18 08:17:29,597 - pyskl - INFO - Epoch [127][4200/7492] lr: 2.952e-03, eta: 1 day, 1:30:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4472, top5_acc: 0.7056, loss_cls: 6.3062, loss: 6.3062 2025-08-18 08:18:22,338 - pyskl - INFO - Epoch [127][4300/7492] lr: 2.949e-03, eta: 1 day, 1:29:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4459, top5_acc: 0.7003, loss_cls: 6.3229, loss: 6.3229 2025-08-18 08:19:15,133 - pyskl - INFO - Epoch [127][4400/7492] lr: 2.946e-03, eta: 1 day, 1:28:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4338, top5_acc: 0.7047, loss_cls: 6.2987, loss: 6.2987 2025-08-18 08:20:07,992 - pyskl - INFO - Epoch [127][4500/7492] lr: 2.943e-03, eta: 1 day, 1:27:34, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4272, top5_acc: 0.6953, loss_cls: 6.4068, loss: 6.4068 2025-08-18 08:21:00,529 - pyskl - INFO - Epoch [127][4600/7492] lr: 2.939e-03, eta: 1 day, 1:26:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4363, top5_acc: 0.6972, loss_cls: 6.4131, loss: 6.4131 2025-08-18 08:21:53,220 - pyskl - INFO - Epoch [127][4700/7492] lr: 2.936e-03, eta: 1 day, 1:25:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4428, top5_acc: 0.6937, loss_cls: 6.3389, loss: 6.3389 2025-08-18 08:22:45,855 - pyskl - INFO - Epoch [127][4800/7492] lr: 2.933e-03, eta: 1 day, 1:24:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4506, top5_acc: 0.7106, loss_cls: 6.2800, loss: 6.2800 2025-08-18 08:23:38,462 - pyskl - INFO - Epoch [127][4900/7492] lr: 2.929e-03, eta: 1 day, 1:24:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4547, top5_acc: 0.7125, loss_cls: 6.2534, loss: 6.2534 2025-08-18 08:24:30,983 - pyskl - INFO - Epoch [127][5000/7492] lr: 2.926e-03, eta: 1 day, 1:23:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4622, top5_acc: 0.7028, loss_cls: 6.2243, loss: 6.2243 2025-08-18 08:25:23,577 - pyskl - INFO - Epoch [127][5100/7492] lr: 2.923e-03, eta: 1 day, 1:22:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 6.2462, loss: 6.2462 2025-08-18 08:26:16,079 - pyskl - INFO - Epoch [127][5200/7492] lr: 2.920e-03, eta: 1 day, 1:21:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4366, top5_acc: 0.7056, loss_cls: 6.3399, loss: 6.3399 2025-08-18 08:27:08,572 - pyskl - INFO - Epoch [127][5300/7492] lr: 2.916e-03, eta: 1 day, 1:20:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4506, top5_acc: 0.7075, loss_cls: 6.2282, loss: 6.2282 2025-08-18 08:28:01,101 - pyskl - INFO - Epoch [127][5400/7492] lr: 2.913e-03, eta: 1 day, 1:19:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4484, top5_acc: 0.6972, loss_cls: 6.2918, loss: 6.2918 2025-08-18 08:28:53,623 - pyskl - INFO - Epoch [127][5500/7492] lr: 2.910e-03, eta: 1 day, 1:18:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4403, top5_acc: 0.6925, loss_cls: 6.4001, loss: 6.4001 2025-08-18 08:29:46,574 - pyskl - INFO - Epoch [127][5600/7492] lr: 2.907e-03, eta: 1 day, 1:18:00, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4309, top5_acc: 0.7094, loss_cls: 6.2552, loss: 6.2552 2025-08-18 08:30:39,335 - pyskl - INFO - Epoch [127][5700/7492] lr: 2.903e-03, eta: 1 day, 1:17:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4409, top5_acc: 0.7034, loss_cls: 6.3858, loss: 6.3858 2025-08-18 08:31:31,976 - pyskl - INFO - Epoch [127][5800/7492] lr: 2.900e-03, eta: 1 day, 1:16:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4409, top5_acc: 0.6978, loss_cls: 6.3711, loss: 6.3711 2025-08-18 08:32:24,572 - pyskl - INFO - Epoch [127][5900/7492] lr: 2.897e-03, eta: 1 day, 1:15:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4487, top5_acc: 0.7131, loss_cls: 6.2832, loss: 6.2832 2025-08-18 08:33:17,212 - pyskl - INFO - Epoch [127][6000/7492] lr: 2.893e-03, eta: 1 day, 1:14:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4509, top5_acc: 0.7097, loss_cls: 6.2902, loss: 6.2902 2025-08-18 08:34:09,632 - pyskl - INFO - Epoch [127][6100/7492] lr: 2.890e-03, eta: 1 day, 1:13:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4263, top5_acc: 0.6916, loss_cls: 6.3762, loss: 6.3762 2025-08-18 08:35:02,123 - pyskl - INFO - Epoch [127][6200/7492] lr: 2.887e-03, eta: 1 day, 1:12:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4437, top5_acc: 0.6975, loss_cls: 6.3378, loss: 6.3378 2025-08-18 08:35:54,535 - pyskl - INFO - Epoch [127][6300/7492] lr: 2.884e-03, eta: 1 day, 1:11:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4344, top5_acc: 0.6934, loss_cls: 6.3157, loss: 6.3157 2025-08-18 08:36:46,930 - pyskl - INFO - Epoch [127][6400/7492] lr: 2.880e-03, eta: 1 day, 1:11:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4581, top5_acc: 0.7081, loss_cls: 6.2666, loss: 6.2666 2025-08-18 08:37:39,528 - pyskl - INFO - Epoch [127][6500/7492] lr: 2.877e-03, eta: 1 day, 1:10:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 6.4260, loss: 6.4260 2025-08-18 08:38:32,058 - pyskl - INFO - Epoch [127][6600/7492] lr: 2.874e-03, eta: 1 day, 1:09:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4481, top5_acc: 0.7000, loss_cls: 6.2863, loss: 6.2863 2025-08-18 08:39:24,522 - pyskl - INFO - Epoch [127][6700/7492] lr: 2.871e-03, eta: 1 day, 1:08:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4387, top5_acc: 0.6897, loss_cls: 6.3710, loss: 6.3710 2025-08-18 08:40:16,953 - pyskl - INFO - Epoch [127][6800/7492] lr: 2.867e-03, eta: 1 day, 1:07:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4356, top5_acc: 0.7078, loss_cls: 6.2909, loss: 6.2909 2025-08-18 08:41:09,571 - pyskl - INFO - Epoch [127][6900/7492] lr: 2.864e-03, eta: 1 day, 1:06:41, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4353, top5_acc: 0.6994, loss_cls: 6.3108, loss: 6.3108 2025-08-18 08:42:01,928 - pyskl - INFO - Epoch [127][7000/7492] lr: 2.861e-03, eta: 1 day, 1:05:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4444, top5_acc: 0.7025, loss_cls: 6.3394, loss: 6.3394 2025-08-18 08:42:54,634 - pyskl - INFO - Epoch [127][7100/7492] lr: 2.858e-03, eta: 1 day, 1:04:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4512, top5_acc: 0.6931, loss_cls: 6.4127, loss: 6.4127 2025-08-18 08:43:47,312 - pyskl - INFO - Epoch [127][7200/7492] lr: 2.854e-03, eta: 1 day, 1:04:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4472, top5_acc: 0.7166, loss_cls: 6.2981, loss: 6.2981 2025-08-18 08:44:39,796 - pyskl - INFO - Epoch [127][7300/7492] lr: 2.851e-03, eta: 1 day, 1:03:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4522, top5_acc: 0.6947, loss_cls: 6.3532, loss: 6.3532 2025-08-18 08:45:32,078 - pyskl - INFO - Epoch [127][7400/7492] lr: 2.848e-03, eta: 1 day, 1:02:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4441, top5_acc: 0.6978, loss_cls: 6.3865, loss: 6.3865 2025-08-18 08:46:21,230 - pyskl - INFO - Saving checkpoint at 127 epochs 2025-08-18 08:47:17,474 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 08:47:18,211 - pyskl - INFO - top1_acc 0.3768 top5_acc 0.6333 2025-08-18 08:47:18,212 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 08:47:18,250 - pyskl - INFO - mean_acc 0.3766 2025-08-18 08:47:18,263 - pyskl - INFO - Epoch(val) [127][617] top1_acc: 0.3768, top5_acc: 0.6333, mean_class_accuracy: 0.3766 2025-08-18 08:48:40,195 - pyskl - INFO - Epoch [128][100/7492] lr: 2.842e-03, eta: 1 day, 1:00:36, time: 0.819, data_time: 0.294, memory: 13026, top1_acc: 0.4653, top5_acc: 0.7350, loss_cls: 6.1729, loss: 6.1729 2025-08-18 08:49:32,295 - pyskl - INFO - Epoch [128][200/7492] lr: 2.838e-03, eta: 1 day, 0:59:43, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4659, top5_acc: 0.7203, loss_cls: 6.2250, loss: 6.2250 2025-08-18 08:50:24,214 - pyskl - INFO - Epoch [128][300/7492] lr: 2.835e-03, eta: 1 day, 0:58:51, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4681, top5_acc: 0.7347, loss_cls: 6.0381, loss: 6.0381 2025-08-18 08:51:16,878 - pyskl - INFO - Epoch [128][400/7492] lr: 2.832e-03, eta: 1 day, 0:57:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4675, top5_acc: 0.7266, loss_cls: 6.0892, loss: 6.0892 2025-08-18 08:52:09,086 - pyskl - INFO - Epoch [128][500/7492] lr: 2.829e-03, eta: 1 day, 0:57:07, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4559, top5_acc: 0.7234, loss_cls: 6.0975, loss: 6.0975 2025-08-18 08:53:01,392 - pyskl - INFO - Epoch [128][600/7492] lr: 2.826e-03, eta: 1 day, 0:56:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4575, top5_acc: 0.7141, loss_cls: 6.2377, loss: 6.2377 2025-08-18 08:53:53,606 - pyskl - INFO - Epoch [128][700/7492] lr: 2.822e-03, eta: 1 day, 0:55:22, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4531, top5_acc: 0.7163, loss_cls: 6.1618, loss: 6.1618 2025-08-18 08:54:46,299 - pyskl - INFO - Epoch [128][800/7492] lr: 2.819e-03, eta: 1 day, 0:54:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4562, top5_acc: 0.7097, loss_cls: 6.2443, loss: 6.2443 2025-08-18 08:55:38,607 - pyskl - INFO - Epoch [128][900/7492] lr: 2.816e-03, eta: 1 day, 0:53:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4625, top5_acc: 0.7206, loss_cls: 6.1926, loss: 6.1926 2025-08-18 08:56:30,903 - pyskl - INFO - Epoch [128][1000/7492] lr: 2.813e-03, eta: 1 day, 0:52:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4475, top5_acc: 0.7131, loss_cls: 6.2119, loss: 6.2119 2025-08-18 08:57:23,243 - pyskl - INFO - Epoch [128][1100/7492] lr: 2.809e-03, eta: 1 day, 0:51:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4606, top5_acc: 0.7159, loss_cls: 6.3055, loss: 6.3055 2025-08-18 08:58:15,812 - pyskl - INFO - Epoch [128][1200/7492] lr: 2.806e-03, eta: 1 day, 0:51:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4450, top5_acc: 0.7094, loss_cls: 6.2767, loss: 6.2767 2025-08-18 08:59:08,226 - pyskl - INFO - Epoch [128][1300/7492] lr: 2.803e-03, eta: 1 day, 0:50:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4491, top5_acc: 0.7053, loss_cls: 6.2331, loss: 6.2331 2025-08-18 09:00:00,697 - pyskl - INFO - Epoch [128][1400/7492] lr: 2.800e-03, eta: 1 day, 0:49:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4616, top5_acc: 0.7163, loss_cls: 6.1592, loss: 6.1592 2025-08-18 09:00:53,598 - pyskl - INFO - Epoch [128][1500/7492] lr: 2.797e-03, eta: 1 day, 0:48:24, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4569, top5_acc: 0.7312, loss_cls: 6.2010, loss: 6.2010 2025-08-18 09:01:46,317 - pyskl - INFO - Epoch [128][1600/7492] lr: 2.793e-03, eta: 1 day, 0:47:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4566, top5_acc: 0.7222, loss_cls: 6.2068, loss: 6.2068 2025-08-18 09:02:39,095 - pyskl - INFO - Epoch [128][1700/7492] lr: 2.790e-03, eta: 1 day, 0:46:40, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4691, top5_acc: 0.7131, loss_cls: 6.1781, loss: 6.1781 2025-08-18 09:03:31,626 - pyskl - INFO - Epoch [128][1800/7492] lr: 2.787e-03, eta: 1 day, 0:45:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4531, top5_acc: 0.7225, loss_cls: 6.2373, loss: 6.2373 2025-08-18 09:04:24,150 - pyskl - INFO - Epoch [128][1900/7492] lr: 2.784e-03, eta: 1 day, 0:44:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4619, top5_acc: 0.7097, loss_cls: 6.3224, loss: 6.3224 2025-08-18 09:05:16,587 - pyskl - INFO - Epoch [128][2000/7492] lr: 2.781e-03, eta: 1 day, 0:44:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4522, top5_acc: 0.6994, loss_cls: 6.2745, loss: 6.2745 2025-08-18 09:06:08,986 - pyskl - INFO - Epoch [128][2100/7492] lr: 2.777e-03, eta: 1 day, 0:43:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4331, top5_acc: 0.7025, loss_cls: 6.3385, loss: 6.3385 2025-08-18 09:07:01,442 - pyskl - INFO - Epoch [128][2200/7492] lr: 2.774e-03, eta: 1 day, 0:42:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4537, top5_acc: 0.7047, loss_cls: 6.1783, loss: 6.1783 2025-08-18 09:07:54,198 - pyskl - INFO - Epoch [128][2300/7492] lr: 2.771e-03, eta: 1 day, 0:41:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4650, top5_acc: 0.7113, loss_cls: 6.2247, loss: 6.2247 2025-08-18 09:08:47,097 - pyskl - INFO - Epoch [128][2400/7492] lr: 2.768e-03, eta: 1 day, 0:40:34, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4484, top5_acc: 0.7122, loss_cls: 6.2566, loss: 6.2566 2025-08-18 09:09:39,620 - pyskl - INFO - Epoch [128][2500/7492] lr: 2.765e-03, eta: 1 day, 0:39:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4647, top5_acc: 0.7128, loss_cls: 6.2307, loss: 6.2307 2025-08-18 09:10:32,382 - pyskl - INFO - Epoch [128][2600/7492] lr: 2.761e-03, eta: 1 day, 0:38:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4506, top5_acc: 0.7134, loss_cls: 6.1876, loss: 6.1876 2025-08-18 09:11:24,935 - pyskl - INFO - Epoch [128][2700/7492] lr: 2.758e-03, eta: 1 day, 0:37:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4494, top5_acc: 0.7066, loss_cls: 6.2999, loss: 6.2999 2025-08-18 09:12:17,276 - pyskl - INFO - Epoch [128][2800/7492] lr: 2.755e-03, eta: 1 day, 0:37:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4387, top5_acc: 0.7006, loss_cls: 6.3247, loss: 6.3247 2025-08-18 09:13:10,032 - pyskl - INFO - Epoch [128][2900/7492] lr: 2.752e-03, eta: 1 day, 0:36:13, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4278, top5_acc: 0.7069, loss_cls: 6.3006, loss: 6.3006 2025-08-18 09:14:02,554 - pyskl - INFO - Epoch [128][3000/7492] lr: 2.749e-03, eta: 1 day, 0:35:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4406, top5_acc: 0.7056, loss_cls: 6.2826, loss: 6.2826 2025-08-18 09:14:55,158 - pyskl - INFO - Epoch [128][3100/7492] lr: 2.745e-03, eta: 1 day, 0:34:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4606, top5_acc: 0.7294, loss_cls: 6.1756, loss: 6.1756 2025-08-18 09:15:47,643 - pyskl - INFO - Epoch [128][3200/7492] lr: 2.742e-03, eta: 1 day, 0:33:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4541, top5_acc: 0.7153, loss_cls: 6.1926, loss: 6.1926 2025-08-18 09:16:40,042 - pyskl - INFO - Epoch [128][3300/7492] lr: 2.739e-03, eta: 1 day, 0:32:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4537, top5_acc: 0.7291, loss_cls: 6.0789, loss: 6.0789 2025-08-18 09:17:32,586 - pyskl - INFO - Epoch [128][3400/7492] lr: 2.736e-03, eta: 1 day, 0:31:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4475, top5_acc: 0.7184, loss_cls: 6.1392, loss: 6.1392 2025-08-18 09:18:25,159 - pyskl - INFO - Epoch [128][3500/7492] lr: 2.733e-03, eta: 1 day, 0:30:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4409, top5_acc: 0.7000, loss_cls: 6.2661, loss: 6.2661 2025-08-18 09:19:17,861 - pyskl - INFO - Epoch [128][3600/7492] lr: 2.730e-03, eta: 1 day, 0:30:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4509, top5_acc: 0.7037, loss_cls: 6.3555, loss: 6.3555 2025-08-18 09:20:10,311 - pyskl - INFO - Epoch [128][3700/7492] lr: 2.726e-03, eta: 1 day, 0:29:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4412, top5_acc: 0.7078, loss_cls: 6.2623, loss: 6.2623 2025-08-18 09:21:03,007 - pyskl - INFO - Epoch [128][3800/7492] lr: 2.723e-03, eta: 1 day, 0:28:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4497, top5_acc: 0.7125, loss_cls: 6.2298, loss: 6.2298 2025-08-18 09:21:55,432 - pyskl - INFO - Epoch [128][3900/7492] lr: 2.720e-03, eta: 1 day, 0:27:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4494, top5_acc: 0.7000, loss_cls: 6.2957, loss: 6.2957 2025-08-18 09:22:47,945 - pyskl - INFO - Epoch [128][4000/7492] lr: 2.717e-03, eta: 1 day, 0:26:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4584, top5_acc: 0.6984, loss_cls: 6.3492, loss: 6.3492 2025-08-18 09:23:40,647 - pyskl - INFO - Epoch [128][4100/7492] lr: 2.714e-03, eta: 1 day, 0:25:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4431, top5_acc: 0.6959, loss_cls: 6.2909, loss: 6.2909 2025-08-18 09:24:33,156 - pyskl - INFO - Epoch [128][4200/7492] lr: 2.710e-03, eta: 1 day, 0:24:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4431, top5_acc: 0.6987, loss_cls: 6.2854, loss: 6.2854 2025-08-18 09:25:25,548 - pyskl - INFO - Epoch [128][4300/7492] lr: 2.707e-03, eta: 1 day, 0:24:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4419, top5_acc: 0.6953, loss_cls: 6.3531, loss: 6.3531 2025-08-18 09:26:18,129 - pyskl - INFO - Epoch [128][4400/7492] lr: 2.704e-03, eta: 1 day, 0:23:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.7081, loss_cls: 6.2921, loss: 6.2921 2025-08-18 09:27:10,847 - pyskl - INFO - Epoch [128][4500/7492] lr: 2.701e-03, eta: 1 day, 0:22:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 6.3056, loss: 6.3056 2025-08-18 09:28:03,141 - pyskl - INFO - Epoch [128][4600/7492] lr: 2.698e-03, eta: 1 day, 0:21:25, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4409, top5_acc: 0.7128, loss_cls: 6.2616, loss: 6.2616 2025-08-18 09:28:55,623 - pyskl - INFO - Epoch [128][4700/7492] lr: 2.695e-03, eta: 1 day, 0:20:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4481, top5_acc: 0.7034, loss_cls: 6.2105, loss: 6.2105 2025-08-18 09:29:48,539 - pyskl - INFO - Epoch [128][4800/7492] lr: 2.692e-03, eta: 1 day, 0:19:40, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4437, top5_acc: 0.6953, loss_cls: 6.2903, loss: 6.2903 2025-08-18 09:30:41,276 - pyskl - INFO - Epoch [128][4900/7492] lr: 2.688e-03, eta: 1 day, 0:18:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4334, top5_acc: 0.6922, loss_cls: 6.3994, loss: 6.3994 2025-08-18 09:31:33,631 - pyskl - INFO - Epoch [128][5000/7492] lr: 2.685e-03, eta: 1 day, 0:17:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4506, top5_acc: 0.6969, loss_cls: 6.1964, loss: 6.1964 2025-08-18 09:32:26,038 - pyskl - INFO - Epoch [128][5100/7492] lr: 2.682e-03, eta: 1 day, 0:17:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4434, top5_acc: 0.7113, loss_cls: 6.2662, loss: 6.2662 2025-08-18 09:33:18,450 - pyskl - INFO - Epoch [128][5200/7492] lr: 2.679e-03, eta: 1 day, 0:16:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4434, top5_acc: 0.6987, loss_cls: 6.2726, loss: 6.2726 2025-08-18 09:34:11,108 - pyskl - INFO - Epoch [128][5300/7492] lr: 2.676e-03, eta: 1 day, 0:15:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4300, top5_acc: 0.7113, loss_cls: 6.2614, loss: 6.2614 2025-08-18 09:35:03,809 - pyskl - INFO - Epoch [128][5400/7492] lr: 2.673e-03, eta: 1 day, 0:14:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4475, top5_acc: 0.6978, loss_cls: 6.3618, loss: 6.3618 2025-08-18 09:35:56,219 - pyskl - INFO - Epoch [128][5500/7492] lr: 2.669e-03, eta: 1 day, 0:13:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4375, top5_acc: 0.6978, loss_cls: 6.2742, loss: 6.2742 2025-08-18 09:36:48,769 - pyskl - INFO - Epoch [128][5600/7492] lr: 2.666e-03, eta: 1 day, 0:12:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4587, top5_acc: 0.7156, loss_cls: 6.2294, loss: 6.2294 2025-08-18 09:37:41,143 - pyskl - INFO - Epoch [128][5700/7492] lr: 2.663e-03, eta: 1 day, 0:11:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4562, top5_acc: 0.6978, loss_cls: 6.2949, loss: 6.2949 2025-08-18 09:38:33,614 - pyskl - INFO - Epoch [128][5800/7492] lr: 2.660e-03, eta: 1 day, 0:10:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4428, top5_acc: 0.6981, loss_cls: 6.3445, loss: 6.3445 2025-08-18 09:39:26,489 - pyskl - INFO - Epoch [128][5900/7492] lr: 2.657e-03, eta: 1 day, 0:10:06, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4516, top5_acc: 0.7253, loss_cls: 6.1142, loss: 6.1142 2025-08-18 09:40:18,629 - pyskl - INFO - Epoch [128][6000/7492] lr: 2.654e-03, eta: 1 day, 0:09:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4509, top5_acc: 0.7069, loss_cls: 6.1682, loss: 6.1682 2025-08-18 09:41:11,286 - pyskl - INFO - Epoch [128][6100/7492] lr: 2.651e-03, eta: 1 day, 0:08:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.7037, loss_cls: 6.3447, loss: 6.3447 2025-08-18 09:42:03,632 - pyskl - INFO - Epoch [128][6200/7492] lr: 2.648e-03, eta: 1 day, 0:07:29, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4491, top5_acc: 0.7031, loss_cls: 6.2494, loss: 6.2494 2025-08-18 09:42:56,160 - pyskl - INFO - Epoch [128][6300/7492] lr: 2.644e-03, eta: 1 day, 0:06:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4591, top5_acc: 0.7156, loss_cls: 6.2163, loss: 6.2163 2025-08-18 09:43:48,621 - pyskl - INFO - Epoch [128][6400/7492] lr: 2.641e-03, eta: 1 day, 0:05:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.7081, loss_cls: 6.2945, loss: 6.2945 2025-08-18 09:44:41,367 - pyskl - INFO - Epoch [128][6500/7492] lr: 2.638e-03, eta: 1 day, 0:04:52, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4487, top5_acc: 0.6997, loss_cls: 6.2942, loss: 6.2942 2025-08-18 09:45:33,998 - pyskl - INFO - Epoch [128][6600/7492] lr: 2.635e-03, eta: 1 day, 0:04:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4450, top5_acc: 0.7056, loss_cls: 6.2169, loss: 6.2169 2025-08-18 09:46:26,648 - pyskl - INFO - Epoch [128][6700/7492] lr: 2.632e-03, eta: 1 day, 0:03:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4572, top5_acc: 0.7119, loss_cls: 6.1210, loss: 6.1210 2025-08-18 09:47:19,059 - pyskl - INFO - Epoch [128][6800/7492] lr: 2.629e-03, eta: 1 day, 0:02:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4416, top5_acc: 0.7041, loss_cls: 6.3049, loss: 6.3049 2025-08-18 09:48:11,616 - pyskl - INFO - Epoch [128][6900/7492] lr: 2.626e-03, eta: 1 day, 0:01:23, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4581, top5_acc: 0.7137, loss_cls: 6.1526, loss: 6.1526 2025-08-18 09:49:04,283 - pyskl - INFO - Epoch [128][7000/7492] lr: 2.623e-03, eta: 1 day, 0:00:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4559, top5_acc: 0.7109, loss_cls: 6.2003, loss: 6.2003 2025-08-18 09:49:56,531 - pyskl - INFO - Epoch [128][7100/7492] lr: 2.619e-03, eta: 23:59:39, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4516, top5_acc: 0.7016, loss_cls: 6.2079, loss: 6.2079 2025-08-18 09:50:49,084 - pyskl - INFO - Epoch [128][7200/7492] lr: 2.616e-03, eta: 23:58:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4506, top5_acc: 0.7047, loss_cls: 6.3222, loss: 6.3222 2025-08-18 09:51:41,121 - pyskl - INFO - Epoch [128][7300/7492] lr: 2.613e-03, eta: 23:57:54, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4428, top5_acc: 0.7019, loss_cls: 6.2436, loss: 6.2436 2025-08-18 09:52:33,647 - pyskl - INFO - Epoch [128][7400/7492] lr: 2.610e-03, eta: 23:57:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4650, top5_acc: 0.7025, loss_cls: 6.2357, loss: 6.2357 2025-08-18 09:53:23,045 - pyskl - INFO - Saving checkpoint at 128 epochs 2025-08-18 09:54:18,913 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 09:54:19,647 - pyskl - INFO - top1_acc 0.3864 top5_acc 0.6426 2025-08-18 09:54:19,647 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 09:54:19,702 - pyskl - INFO - mean_acc 0.3861 2025-08-18 09:54:19,762 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_126.pth was removed 2025-08-18 09:54:20,843 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_128.pth. 2025-08-18 09:54:20,844 - pyskl - INFO - Best top1_acc is 0.3864 at 128 epoch. 2025-08-18 09:54:20,856 - pyskl - INFO - Epoch(val) [128][617] top1_acc: 0.3864, top5_acc: 0.6426, mean_class_accuracy: 0.3861 2025-08-18 09:55:43,572 - pyskl - INFO - Epoch [129][100/7492] lr: 2.604e-03, eta: 23:55:19, time: 0.827, data_time: 0.297, memory: 13026, top1_acc: 0.4634, top5_acc: 0.7244, loss_cls: 6.0033, loss: 6.0033 2025-08-18 09:56:35,575 - pyskl - INFO - Epoch [129][200/7492] lr: 2.601e-03, eta: 23:54:26, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4587, top5_acc: 0.7094, loss_cls: 6.2521, loss: 6.2521 2025-08-18 09:57:27,750 - pyskl - INFO - Epoch [129][300/7492] lr: 2.598e-03, eta: 23:53:34, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4650, top5_acc: 0.7244, loss_cls: 6.1237, loss: 6.1237 2025-08-18 09:58:20,054 - pyskl - INFO - Epoch [129][400/7492] lr: 2.595e-03, eta: 23:52:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4656, top5_acc: 0.7166, loss_cls: 6.1511, loss: 6.1511 2025-08-18 09:59:12,440 - pyskl - INFO - Epoch [129][500/7492] lr: 2.592e-03, eta: 23:51:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4806, top5_acc: 0.7216, loss_cls: 6.0013, loss: 6.0013 2025-08-18 10:00:04,552 - pyskl - INFO - Epoch [129][600/7492] lr: 2.589e-03, eta: 23:50:57, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4784, top5_acc: 0.7391, loss_cls: 5.9930, loss: 5.9930 2025-08-18 10:00:56,773 - pyskl - INFO - Epoch [129][700/7492] lr: 2.586e-03, eta: 23:50:05, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4894, top5_acc: 0.7288, loss_cls: 6.0746, loss: 6.0746 2025-08-18 10:01:49,093 - pyskl - INFO - Epoch [129][800/7492] lr: 2.582e-03, eta: 23:49:13, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4691, top5_acc: 0.7197, loss_cls: 6.0512, loss: 6.0512 2025-08-18 10:02:41,792 - pyskl - INFO - Epoch [129][900/7492] lr: 2.579e-03, eta: 23:48:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4825, top5_acc: 0.7253, loss_cls: 6.0258, loss: 6.0258 2025-08-18 10:03:34,440 - pyskl - INFO - Epoch [129][1000/7492] lr: 2.576e-03, eta: 23:47:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4591, top5_acc: 0.7219, loss_cls: 6.1899, loss: 6.1899 2025-08-18 10:04:26,897 - pyskl - INFO - Epoch [129][1100/7492] lr: 2.573e-03, eta: 23:46:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 6.0632, loss: 6.0632 2025-08-18 10:05:19,325 - pyskl - INFO - Epoch [129][1200/7492] lr: 2.570e-03, eta: 23:45:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4531, top5_acc: 0.7097, loss_cls: 6.2164, loss: 6.2164 2025-08-18 10:06:11,631 - pyskl - INFO - Epoch [129][1300/7492] lr: 2.567e-03, eta: 23:44:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4759, top5_acc: 0.7216, loss_cls: 6.0776, loss: 6.0776 2025-08-18 10:07:03,675 - pyskl - INFO - Epoch [129][1400/7492] lr: 2.564e-03, eta: 23:43:59, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4600, top5_acc: 0.7159, loss_cls: 6.1783, loss: 6.1783 2025-08-18 10:07:55,821 - pyskl - INFO - Epoch [129][1500/7492] lr: 2.561e-03, eta: 23:43:07, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4484, top5_acc: 0.7206, loss_cls: 6.2634, loss: 6.2634 2025-08-18 10:08:48,259 - pyskl - INFO - Epoch [129][1600/7492] lr: 2.558e-03, eta: 23:42:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4675, top5_acc: 0.7188, loss_cls: 6.0720, loss: 6.0720 2025-08-18 10:09:40,718 - pyskl - INFO - Epoch [129][1700/7492] lr: 2.555e-03, eta: 23:41:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4537, top5_acc: 0.7172, loss_cls: 6.2213, loss: 6.2213 2025-08-18 10:10:33,008 - pyskl - INFO - Epoch [129][1800/7492] lr: 2.552e-03, eta: 23:40:30, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4675, top5_acc: 0.7125, loss_cls: 6.2477, loss: 6.2477 2025-08-18 10:11:25,482 - pyskl - INFO - Epoch [129][1900/7492] lr: 2.549e-03, eta: 23:39:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4497, top5_acc: 0.7172, loss_cls: 6.1869, loss: 6.1869 2025-08-18 10:12:17,809 - pyskl - INFO - Epoch [129][2000/7492] lr: 2.545e-03, eta: 23:38:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4597, top5_acc: 0.7184, loss_cls: 6.1946, loss: 6.1946 2025-08-18 10:13:10,172 - pyskl - INFO - Epoch [129][2100/7492] lr: 2.542e-03, eta: 23:37:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4547, top5_acc: 0.7188, loss_cls: 6.1128, loss: 6.1128 2025-08-18 10:14:02,484 - pyskl - INFO - Epoch [129][2200/7492] lr: 2.539e-03, eta: 23:37:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4684, top5_acc: 0.7206, loss_cls: 6.1468, loss: 6.1468 2025-08-18 10:14:54,755 - pyskl - INFO - Epoch [129][2300/7492] lr: 2.536e-03, eta: 23:36:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4659, top5_acc: 0.7175, loss_cls: 6.0810, loss: 6.0810 2025-08-18 10:15:47,183 - pyskl - INFO - Epoch [129][2400/7492] lr: 2.533e-03, eta: 23:35:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4444, top5_acc: 0.7056, loss_cls: 6.2216, loss: 6.2216 2025-08-18 10:16:39,619 - pyskl - INFO - Epoch [129][2500/7492] lr: 2.530e-03, eta: 23:34:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4475, top5_acc: 0.7113, loss_cls: 6.2544, loss: 6.2544 2025-08-18 10:17:32,055 - pyskl - INFO - Epoch [129][2600/7492] lr: 2.527e-03, eta: 23:33:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4672, top5_acc: 0.7184, loss_cls: 6.1775, loss: 6.1775 2025-08-18 10:18:24,757 - pyskl - INFO - Epoch [129][2700/7492] lr: 2.524e-03, eta: 23:32:40, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4553, top5_acc: 0.7087, loss_cls: 6.2593, loss: 6.2593 2025-08-18 10:19:17,123 - pyskl - INFO - Epoch [129][2800/7492] lr: 2.521e-03, eta: 23:31:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4575, top5_acc: 0.7262, loss_cls: 6.1349, loss: 6.1349 2025-08-18 10:20:09,351 - pyskl - INFO - Epoch [129][2900/7492] lr: 2.518e-03, eta: 23:30:55, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4619, top5_acc: 0.7053, loss_cls: 6.3502, loss: 6.3502 2025-08-18 10:21:01,676 - pyskl - INFO - Epoch [129][3000/7492] lr: 2.515e-03, eta: 23:30:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4469, top5_acc: 0.7028, loss_cls: 6.3445, loss: 6.3445 2025-08-18 10:21:53,780 - pyskl - INFO - Epoch [129][3100/7492] lr: 2.512e-03, eta: 23:29:11, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4612, top5_acc: 0.7253, loss_cls: 6.2259, loss: 6.2259 2025-08-18 10:22:46,424 - pyskl - INFO - Epoch [129][3200/7492] lr: 2.509e-03, eta: 23:28:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4569, top5_acc: 0.7197, loss_cls: 6.0923, loss: 6.0923 2025-08-18 10:23:38,781 - pyskl - INFO - Epoch [129][3300/7492] lr: 2.506e-03, eta: 23:27:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4641, top5_acc: 0.7025, loss_cls: 6.0938, loss: 6.0938 2025-08-18 10:24:30,986 - pyskl - INFO - Epoch [129][3400/7492] lr: 2.503e-03, eta: 23:26:34, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4487, top5_acc: 0.7163, loss_cls: 6.2047, loss: 6.2047 2025-08-18 10:25:23,484 - pyskl - INFO - Epoch [129][3500/7492] lr: 2.500e-03, eta: 23:25:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4550, top5_acc: 0.7137, loss_cls: 6.2377, loss: 6.2377 2025-08-18 10:26:16,342 - pyskl - INFO - Epoch [129][3600/7492] lr: 2.497e-03, eta: 23:24:49, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4522, top5_acc: 0.7131, loss_cls: 6.2699, loss: 6.2699 2025-08-18 10:27:08,707 - pyskl - INFO - Epoch [129][3700/7492] lr: 2.493e-03, eta: 23:23:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4581, top5_acc: 0.7163, loss_cls: 6.1976, loss: 6.1976 2025-08-18 10:28:01,624 - pyskl - INFO - Epoch [129][3800/7492] lr: 2.490e-03, eta: 23:23:05, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4578, top5_acc: 0.7106, loss_cls: 6.1622, loss: 6.1622 2025-08-18 10:28:54,137 - pyskl - INFO - Epoch [129][3900/7492] lr: 2.487e-03, eta: 23:22:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4397, top5_acc: 0.7087, loss_cls: 6.3314, loss: 6.3314 2025-08-18 10:29:46,616 - pyskl - INFO - Epoch [129][4000/7492] lr: 2.484e-03, eta: 23:21:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4612, top5_acc: 0.7178, loss_cls: 6.1361, loss: 6.1361 2025-08-18 10:30:39,138 - pyskl - INFO - Epoch [129][4100/7492] lr: 2.481e-03, eta: 23:20:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4625, top5_acc: 0.7178, loss_cls: 6.1490, loss: 6.1490 2025-08-18 10:31:31,428 - pyskl - INFO - Epoch [129][4200/7492] lr: 2.478e-03, eta: 23:19:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 6.0999, loss: 6.0999 2025-08-18 10:32:23,992 - pyskl - INFO - Epoch [129][4300/7492] lr: 2.475e-03, eta: 23:18:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4562, top5_acc: 0.7175, loss_cls: 6.1239, loss: 6.1239 2025-08-18 10:33:16,848 - pyskl - INFO - Epoch [129][4400/7492] lr: 2.472e-03, eta: 23:17:51, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4669, top5_acc: 0.7172, loss_cls: 6.1667, loss: 6.1667 2025-08-18 10:34:09,658 - pyskl - INFO - Epoch [129][4500/7492] lr: 2.469e-03, eta: 23:16:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4575, top5_acc: 0.7059, loss_cls: 6.1930, loss: 6.1930 2025-08-18 10:35:02,296 - pyskl - INFO - Epoch [129][4600/7492] lr: 2.466e-03, eta: 23:16:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4547, top5_acc: 0.7122, loss_cls: 6.1699, loss: 6.1699 2025-08-18 10:35:54,427 - pyskl - INFO - Epoch [129][4700/7492] lr: 2.463e-03, eta: 23:15:15, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4566, top5_acc: 0.7106, loss_cls: 6.2388, loss: 6.2388 2025-08-18 10:36:46,861 - pyskl - INFO - Epoch [129][4800/7492] lr: 2.460e-03, eta: 23:14:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4503, top5_acc: 0.7025, loss_cls: 6.2042, loss: 6.2042 2025-08-18 10:37:39,448 - pyskl - INFO - Epoch [129][4900/7492] lr: 2.457e-03, eta: 23:13:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4487, top5_acc: 0.7053, loss_cls: 6.3037, loss: 6.3037 2025-08-18 10:38:32,146 - pyskl - INFO - Epoch [129][5000/7492] lr: 2.454e-03, eta: 23:12:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 6.1327, loss: 6.1327 2025-08-18 10:39:24,633 - pyskl - INFO - Epoch [129][5100/7492] lr: 2.451e-03, eta: 23:11:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4478, top5_acc: 0.7106, loss_cls: 6.2401, loss: 6.2401 2025-08-18 10:40:17,109 - pyskl - INFO - Epoch [129][5200/7492] lr: 2.448e-03, eta: 23:10:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4587, top5_acc: 0.7081, loss_cls: 6.2029, loss: 6.2029 2025-08-18 10:41:09,383 - pyskl - INFO - Epoch [129][5300/7492] lr: 2.445e-03, eta: 23:10:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4703, top5_acc: 0.7216, loss_cls: 6.1680, loss: 6.1680 2025-08-18 10:42:02,088 - pyskl - INFO - Epoch [129][5400/7492] lr: 2.442e-03, eta: 23:09:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4528, top5_acc: 0.7109, loss_cls: 6.2186, loss: 6.2186 2025-08-18 10:42:54,854 - pyskl - INFO - Epoch [129][5500/7492] lr: 2.439e-03, eta: 23:08:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 6.1962, loss: 6.1962 2025-08-18 10:43:47,502 - pyskl - INFO - Epoch [129][5600/7492] lr: 2.436e-03, eta: 23:07:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4603, top5_acc: 0.7188, loss_cls: 6.1697, loss: 6.1697 2025-08-18 10:44:40,080 - pyskl - INFO - Epoch [129][5700/7492] lr: 2.433e-03, eta: 23:06:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4516, top5_acc: 0.7022, loss_cls: 6.2303, loss: 6.2303 2025-08-18 10:45:32,616 - pyskl - INFO - Epoch [129][5800/7492] lr: 2.430e-03, eta: 23:05:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4594, top5_acc: 0.7184, loss_cls: 6.1058, loss: 6.1058 2025-08-18 10:46:25,144 - pyskl - INFO - Epoch [129][5900/7492] lr: 2.427e-03, eta: 23:04:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4484, top5_acc: 0.7150, loss_cls: 6.2244, loss: 6.2244 2025-08-18 10:47:17,780 - pyskl - INFO - Epoch [129][6000/7492] lr: 2.424e-03, eta: 23:03:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4587, top5_acc: 0.7181, loss_cls: 6.1423, loss: 6.1423 2025-08-18 10:48:10,509 - pyskl - INFO - Epoch [129][6100/7492] lr: 2.421e-03, eta: 23:03:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4634, top5_acc: 0.7144, loss_cls: 6.1749, loss: 6.1749 2025-08-18 10:49:03,062 - pyskl - INFO - Epoch [129][6200/7492] lr: 2.418e-03, eta: 23:02:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4444, top5_acc: 0.7072, loss_cls: 6.2746, loss: 6.2746 2025-08-18 10:49:55,795 - pyskl - INFO - Epoch [129][6300/7492] lr: 2.415e-03, eta: 23:01:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4650, top5_acc: 0.7144, loss_cls: 6.1414, loss: 6.1414 2025-08-18 10:50:48,484 - pyskl - INFO - Epoch [129][6400/7492] lr: 2.412e-03, eta: 23:00:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4288, top5_acc: 0.6959, loss_cls: 6.4243, loss: 6.4243 2025-08-18 10:51:41,198 - pyskl - INFO - Epoch [129][6500/7492] lr: 2.409e-03, eta: 22:59:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4403, top5_acc: 0.6969, loss_cls: 6.2693, loss: 6.2693 2025-08-18 10:52:33,901 - pyskl - INFO - Epoch [129][6600/7492] lr: 2.406e-03, eta: 22:58:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4662, top5_acc: 0.7159, loss_cls: 6.1751, loss: 6.1751 2025-08-18 10:53:26,197 - pyskl - INFO - Epoch [129][6700/7492] lr: 2.403e-03, eta: 22:57:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4537, top5_acc: 0.7172, loss_cls: 6.1061, loss: 6.1061 2025-08-18 10:54:19,067 - pyskl - INFO - Epoch [129][6800/7492] lr: 2.400e-03, eta: 22:56:58, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4575, top5_acc: 0.7153, loss_cls: 6.1819, loss: 6.1819 2025-08-18 10:55:11,466 - pyskl - INFO - Epoch [129][6900/7492] lr: 2.397e-03, eta: 22:56:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4672, top5_acc: 0.7222, loss_cls: 6.0504, loss: 6.0504 2025-08-18 10:56:04,136 - pyskl - INFO - Epoch [129][7000/7492] lr: 2.394e-03, eta: 22:55:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4509, top5_acc: 0.7000, loss_cls: 6.3111, loss: 6.3111 2025-08-18 10:56:56,878 - pyskl - INFO - Epoch [129][7100/7492] lr: 2.391e-03, eta: 22:54:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4703, top5_acc: 0.7197, loss_cls: 6.1547, loss: 6.1547 2025-08-18 10:57:49,506 - pyskl - INFO - Epoch [129][7200/7492] lr: 2.388e-03, eta: 22:53:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4487, top5_acc: 0.7053, loss_cls: 6.2313, loss: 6.2313 2025-08-18 10:58:41,927 - pyskl - INFO - Epoch [129][7300/7492] lr: 2.385e-03, eta: 22:52:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4778, top5_acc: 0.7288, loss_cls: 6.0772, loss: 6.0772 2025-08-18 10:59:34,450 - pyskl - INFO - Epoch [129][7400/7492] lr: 2.382e-03, eta: 22:51:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4481, top5_acc: 0.7047, loss_cls: 6.2168, loss: 6.2168 2025-08-18 11:00:23,789 - pyskl - INFO - Saving checkpoint at 129 epochs 2025-08-18 11:01:18,941 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 11:01:19,680 - pyskl - INFO - top1_acc 0.3951 top5_acc 0.6537 2025-08-18 11:01:19,680 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 11:01:19,738 - pyskl - INFO - mean_acc 0.3949 2025-08-18 11:01:19,809 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_128.pth was removed 2025-08-18 11:01:20,934 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_129.pth. 2025-08-18 11:01:20,935 - pyskl - INFO - Best top1_acc is 0.3951 at 129 epoch. 2025-08-18 11:01:20,951 - pyskl - INFO - Epoch(val) [129][617] top1_acc: 0.3951, top5_acc: 0.6537, mean_class_accuracy: 0.3949 2025-08-18 11:02:43,006 - pyskl - INFO - Epoch [130][100/7492] lr: 2.376e-03, eta: 22:50:01, time: 0.820, data_time: 0.299, memory: 13026, top1_acc: 0.4744, top5_acc: 0.7219, loss_cls: 6.0508, loss: 6.0508 2025-08-18 11:03:35,150 - pyskl - INFO - Epoch [130][200/7492] lr: 2.373e-03, eta: 22:49:09, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4750, top5_acc: 0.7334, loss_cls: 6.0521, loss: 6.0521 2025-08-18 11:04:27,261 - pyskl - INFO - Epoch [130][300/7492] lr: 2.370e-03, eta: 22:48:17, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4747, top5_acc: 0.7281, loss_cls: 6.0793, loss: 6.0793 2025-08-18 11:05:19,626 - pyskl - INFO - Epoch [130][400/7492] lr: 2.367e-03, eta: 22:47:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4637, top5_acc: 0.7244, loss_cls: 6.1043, loss: 6.1043 2025-08-18 11:06:12,205 - pyskl - INFO - Epoch [130][500/7492] lr: 2.364e-03, eta: 22:46:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4656, top5_acc: 0.7197, loss_cls: 6.1034, loss: 6.1034 2025-08-18 11:07:04,493 - pyskl - INFO - Epoch [130][600/7492] lr: 2.362e-03, eta: 22:45:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4891, top5_acc: 0.7259, loss_cls: 5.9757, loss: 5.9757 2025-08-18 11:07:56,631 - pyskl - INFO - Epoch [130][700/7492] lr: 2.359e-03, eta: 22:44:47, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4731, top5_acc: 0.7281, loss_cls: 6.0325, loss: 6.0325 2025-08-18 11:08:48,885 - pyskl - INFO - Epoch [130][800/7492] lr: 2.356e-03, eta: 22:43:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4813, top5_acc: 0.7356, loss_cls: 5.9707, loss: 5.9707 2025-08-18 11:09:41,045 - pyskl - INFO - Epoch [130][900/7492] lr: 2.353e-03, eta: 22:43:03, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4828, top5_acc: 0.7400, loss_cls: 5.9647, loss: 5.9647 2025-08-18 11:10:33,972 - pyskl - INFO - Epoch [130][1000/7492] lr: 2.350e-03, eta: 22:42:11, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4847, top5_acc: 0.7381, loss_cls: 6.0330, loss: 6.0330 2025-08-18 11:11:26,653 - pyskl - INFO - Epoch [130][1100/7492] lr: 2.347e-03, eta: 22:41:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4575, top5_acc: 0.7225, loss_cls: 6.1511, loss: 6.1511 2025-08-18 11:12:18,709 - pyskl - INFO - Epoch [130][1200/7492] lr: 2.344e-03, eta: 22:40:26, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4672, top5_acc: 0.7250, loss_cls: 6.1245, loss: 6.1245 2025-08-18 11:13:10,929 - pyskl - INFO - Epoch [130][1300/7492] lr: 2.341e-03, eta: 22:39:34, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4609, top5_acc: 0.7200, loss_cls: 6.1507, loss: 6.1507 2025-08-18 11:14:03,524 - pyskl - INFO - Epoch [130][1400/7492] lr: 2.338e-03, eta: 22:38:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4672, top5_acc: 0.7206, loss_cls: 6.0273, loss: 6.0273 2025-08-18 11:14:55,907 - pyskl - INFO - Epoch [130][1500/7492] lr: 2.335e-03, eta: 22:37:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4734, top5_acc: 0.7372, loss_cls: 6.0597, loss: 6.0597 2025-08-18 11:15:48,705 - pyskl - INFO - Epoch [130][1600/7492] lr: 2.332e-03, eta: 22:36:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4622, top5_acc: 0.7053, loss_cls: 6.3101, loss: 6.3101 2025-08-18 11:16:40,988 - pyskl - INFO - Epoch [130][1700/7492] lr: 2.329e-03, eta: 22:36:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4487, top5_acc: 0.7150, loss_cls: 6.3047, loss: 6.3047 2025-08-18 11:17:33,155 - pyskl - INFO - Epoch [130][1800/7492] lr: 2.326e-03, eta: 22:35:13, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4566, top5_acc: 0.7134, loss_cls: 6.1847, loss: 6.1847 2025-08-18 11:18:25,273 - pyskl - INFO - Epoch [130][1900/7492] lr: 2.323e-03, eta: 22:34:20, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4778, top5_acc: 0.7275, loss_cls: 6.0138, loss: 6.0138 2025-08-18 11:19:17,791 - pyskl - INFO - Epoch [130][2000/7492] lr: 2.320e-03, eta: 22:33:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4562, top5_acc: 0.7222, loss_cls: 6.1064, loss: 6.1064 2025-08-18 11:20:10,446 - pyskl - INFO - Epoch [130][2100/7492] lr: 2.317e-03, eta: 22:32:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4503, top5_acc: 0.7081, loss_cls: 6.2412, loss: 6.2412 2025-08-18 11:21:02,580 - pyskl - INFO - Epoch [130][2200/7492] lr: 2.314e-03, eta: 22:31:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4806, top5_acc: 0.7203, loss_cls: 6.0944, loss: 6.0944 2025-08-18 11:21:55,097 - pyskl - INFO - Epoch [130][2300/7492] lr: 2.311e-03, eta: 22:30:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4688, top5_acc: 0.7222, loss_cls: 6.1148, loss: 6.1148 2025-08-18 11:22:47,533 - pyskl - INFO - Epoch [130][2400/7492] lr: 2.308e-03, eta: 22:29:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4706, top5_acc: 0.7172, loss_cls: 6.1025, loss: 6.1025 2025-08-18 11:23:40,078 - pyskl - INFO - Epoch [130][2500/7492] lr: 2.306e-03, eta: 22:29:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4506, top5_acc: 0.7078, loss_cls: 6.1758, loss: 6.1758 2025-08-18 11:24:32,516 - pyskl - INFO - Epoch [130][2600/7492] lr: 2.303e-03, eta: 22:28:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4659, top5_acc: 0.7238, loss_cls: 6.0824, loss: 6.0824 2025-08-18 11:25:25,998 - pyskl - INFO - Epoch [130][2700/7492] lr: 2.300e-03, eta: 22:27:22, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.4462, top5_acc: 0.7184, loss_cls: 6.1700, loss: 6.1700 2025-08-18 11:26:18,672 - pyskl - INFO - Epoch [130][2800/7492] lr: 2.297e-03, eta: 22:26:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4738, top5_acc: 0.7253, loss_cls: 6.1146, loss: 6.1146 2025-08-18 11:27:10,989 - pyskl - INFO - Epoch [130][2900/7492] lr: 2.294e-03, eta: 22:25:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4512, top5_acc: 0.7122, loss_cls: 6.2190, loss: 6.2190 2025-08-18 11:28:03,741 - pyskl - INFO - Epoch [130][3000/7492] lr: 2.291e-03, eta: 22:24:46, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4597, top5_acc: 0.7212, loss_cls: 6.1614, loss: 6.1614 2025-08-18 11:28:56,227 - pyskl - INFO - Epoch [130][3100/7492] lr: 2.288e-03, eta: 22:23:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4666, top5_acc: 0.7147, loss_cls: 6.1176, loss: 6.1176 2025-08-18 11:29:48,930 - pyskl - INFO - Epoch [130][3200/7492] lr: 2.285e-03, eta: 22:23:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4675, top5_acc: 0.7234, loss_cls: 6.0624, loss: 6.0624 2025-08-18 11:30:41,542 - pyskl - INFO - Epoch [130][3300/7492] lr: 2.282e-03, eta: 22:22:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4522, top5_acc: 0.7163, loss_cls: 6.2177, loss: 6.2177 2025-08-18 11:31:34,188 - pyskl - INFO - Epoch [130][3400/7492] lr: 2.279e-03, eta: 22:21:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4550, top5_acc: 0.7259, loss_cls: 6.1522, loss: 6.1522 2025-08-18 11:32:26,746 - pyskl - INFO - Epoch [130][3500/7492] lr: 2.276e-03, eta: 22:20:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4628, top5_acc: 0.7262, loss_cls: 6.1198, loss: 6.1198 2025-08-18 11:33:19,211 - pyskl - INFO - Epoch [130][3600/7492] lr: 2.273e-03, eta: 22:19:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4662, top5_acc: 0.7291, loss_cls: 6.0649, loss: 6.0649 2025-08-18 11:34:11,679 - pyskl - INFO - Epoch [130][3700/7492] lr: 2.270e-03, eta: 22:18:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4625, top5_acc: 0.7153, loss_cls: 6.2320, loss: 6.2320 2025-08-18 11:35:04,648 - pyskl - INFO - Epoch [130][3800/7492] lr: 2.268e-03, eta: 22:17:48, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4841, top5_acc: 0.7328, loss_cls: 6.0520, loss: 6.0520 2025-08-18 11:35:57,394 - pyskl - INFO - Epoch [130][3900/7492] lr: 2.265e-03, eta: 22:16:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4772, top5_acc: 0.7256, loss_cls: 6.1274, loss: 6.1274 2025-08-18 11:36:50,025 - pyskl - INFO - Epoch [130][4000/7492] lr: 2.262e-03, eta: 22:16:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4606, top5_acc: 0.7184, loss_cls: 6.1708, loss: 6.1708 2025-08-18 11:37:42,597 - pyskl - INFO - Epoch [130][4100/7492] lr: 2.259e-03, eta: 22:15:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4578, top5_acc: 0.7209, loss_cls: 6.1348, loss: 6.1348 2025-08-18 11:38:35,069 - pyskl - INFO - Epoch [130][4200/7492] lr: 2.256e-03, eta: 22:14:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 6.0342, loss: 6.0342 2025-08-18 11:39:27,874 - pyskl - INFO - Epoch [130][4300/7492] lr: 2.253e-03, eta: 22:13:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4778, top5_acc: 0.7222, loss_cls: 6.0880, loss: 6.0880 2025-08-18 11:40:20,310 - pyskl - INFO - Epoch [130][4400/7492] lr: 2.250e-03, eta: 22:12:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4584, top5_acc: 0.7238, loss_cls: 6.1195, loss: 6.1195 2025-08-18 11:41:13,220 - pyskl - INFO - Epoch [130][4500/7492] lr: 2.247e-03, eta: 22:11:42, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4603, top5_acc: 0.7100, loss_cls: 6.1802, loss: 6.1802 2025-08-18 11:42:05,878 - pyskl - INFO - Epoch [130][4600/7492] lr: 2.244e-03, eta: 22:10:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4747, top5_acc: 0.7238, loss_cls: 6.1136, loss: 6.1136 2025-08-18 11:42:58,287 - pyskl - INFO - Epoch [130][4700/7492] lr: 2.241e-03, eta: 22:09:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4575, top5_acc: 0.7119, loss_cls: 6.2043, loss: 6.2043 2025-08-18 11:43:50,820 - pyskl - INFO - Epoch [130][4800/7492] lr: 2.239e-03, eta: 22:09:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4506, top5_acc: 0.7034, loss_cls: 6.2895, loss: 6.2895 2025-08-18 11:44:43,816 - pyskl - INFO - Epoch [130][4900/7492] lr: 2.236e-03, eta: 22:08:13, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4600, top5_acc: 0.7244, loss_cls: 6.1459, loss: 6.1459 2025-08-18 11:45:36,414 - pyskl - INFO - Epoch [130][5000/7492] lr: 2.233e-03, eta: 22:07:21, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4666, top5_acc: 0.7234, loss_cls: 6.1448, loss: 6.1448 2025-08-18 11:46:29,122 - pyskl - INFO - Epoch [130][5100/7492] lr: 2.230e-03, eta: 22:06:29, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4744, top5_acc: 0.7288, loss_cls: 5.8874, loss: 5.8874 2025-08-18 11:47:21,659 - pyskl - INFO - Epoch [130][5200/7492] lr: 2.227e-03, eta: 22:05:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4591, top5_acc: 0.7147, loss_cls: 6.1177, loss: 6.1177 2025-08-18 11:48:14,382 - pyskl - INFO - Epoch [130][5300/7492] lr: 2.224e-03, eta: 22:04:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 6.2364, loss: 6.2364 2025-08-18 11:49:07,293 - pyskl - INFO - Epoch [130][5400/7492] lr: 2.221e-03, eta: 22:03:52, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4637, top5_acc: 0.7137, loss_cls: 6.1266, loss: 6.1266 2025-08-18 11:50:00,146 - pyskl - INFO - Epoch [130][5500/7492] lr: 2.218e-03, eta: 22:03:00, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4612, top5_acc: 0.7272, loss_cls: 6.0599, loss: 6.0599 2025-08-18 11:50:52,680 - pyskl - INFO - Epoch [130][5600/7492] lr: 2.215e-03, eta: 22:02:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4550, top5_acc: 0.7191, loss_cls: 6.1585, loss: 6.1585 2025-08-18 11:51:45,440 - pyskl - INFO - Epoch [130][5700/7492] lr: 2.213e-03, eta: 22:01:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4541, top5_acc: 0.7056, loss_cls: 6.1707, loss: 6.1707 2025-08-18 11:52:38,119 - pyskl - INFO - Epoch [130][5800/7492] lr: 2.210e-03, eta: 22:00:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4594, top5_acc: 0.7134, loss_cls: 6.1544, loss: 6.1544 2025-08-18 11:53:30,726 - pyskl - INFO - Epoch [130][5900/7492] lr: 2.207e-03, eta: 21:59:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4494, top5_acc: 0.7091, loss_cls: 6.3111, loss: 6.3111 2025-08-18 11:54:23,275 - pyskl - INFO - Epoch [130][6000/7492] lr: 2.204e-03, eta: 21:58:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4441, top5_acc: 0.7094, loss_cls: 6.2016, loss: 6.2016 2025-08-18 11:55:15,960 - pyskl - INFO - Epoch [130][6100/7492] lr: 2.201e-03, eta: 21:57:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4669, top5_acc: 0.7238, loss_cls: 6.1670, loss: 6.1670 2025-08-18 11:56:08,332 - pyskl - INFO - Epoch [130][6200/7492] lr: 2.198e-03, eta: 21:56:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4591, top5_acc: 0.7219, loss_cls: 6.1385, loss: 6.1385 2025-08-18 11:57:00,839 - pyskl - INFO - Epoch [130][6300/7492] lr: 2.195e-03, eta: 21:56:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4647, top5_acc: 0.7288, loss_cls: 6.0791, loss: 6.0791 2025-08-18 11:57:53,425 - pyskl - INFO - Epoch [130][6400/7492] lr: 2.193e-03, eta: 21:55:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4662, top5_acc: 0.7219, loss_cls: 6.1844, loss: 6.1844 2025-08-18 11:58:46,370 - pyskl - INFO - Epoch [130][6500/7492] lr: 2.190e-03, eta: 21:54:18, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4616, top5_acc: 0.7206, loss_cls: 6.1779, loss: 6.1779 2025-08-18 11:59:38,874 - pyskl - INFO - Epoch [130][6600/7492] lr: 2.187e-03, eta: 21:53:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4597, top5_acc: 0.7116, loss_cls: 6.1859, loss: 6.1859 2025-08-18 12:00:31,495 - pyskl - INFO - Epoch [130][6700/7492] lr: 2.184e-03, eta: 21:52:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4678, top5_acc: 0.7216, loss_cls: 6.1006, loss: 6.1006 2025-08-18 12:01:23,892 - pyskl - INFO - Epoch [130][6800/7492] lr: 2.181e-03, eta: 21:51:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4738, top5_acc: 0.7163, loss_cls: 6.1344, loss: 6.1344 2025-08-18 12:02:16,527 - pyskl - INFO - Epoch [130][6900/7492] lr: 2.178e-03, eta: 21:50:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4622, top5_acc: 0.7106, loss_cls: 6.1763, loss: 6.1763 2025-08-18 12:03:09,190 - pyskl - INFO - Epoch [130][7000/7492] lr: 2.175e-03, eta: 21:49:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4700, top5_acc: 0.7191, loss_cls: 6.1561, loss: 6.1561 2025-08-18 12:04:01,891 - pyskl - INFO - Epoch [130][7100/7492] lr: 2.173e-03, eta: 21:49:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4722, top5_acc: 0.7116, loss_cls: 6.1754, loss: 6.1754 2025-08-18 12:04:54,343 - pyskl - INFO - Epoch [130][7200/7492] lr: 2.170e-03, eta: 21:48:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4575, top5_acc: 0.7037, loss_cls: 6.2405, loss: 6.2405 2025-08-18 12:05:46,876 - pyskl - INFO - Epoch [130][7300/7492] lr: 2.167e-03, eta: 21:47:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4537, top5_acc: 0.7153, loss_cls: 6.1628, loss: 6.1628 2025-08-18 12:06:39,522 - pyskl - INFO - Epoch [130][7400/7492] lr: 2.164e-03, eta: 21:46:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4634, top5_acc: 0.7191, loss_cls: 6.1389, loss: 6.1389 2025-08-18 12:07:28,870 - pyskl - INFO - Saving checkpoint at 130 epochs 2025-08-18 12:08:25,453 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 12:08:26,185 - pyskl - INFO - top1_acc 0.3962 top5_acc 0.6525 2025-08-18 12:08:26,185 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 12:08:26,224 - pyskl - INFO - mean_acc 0.3961 2025-08-18 12:08:26,285 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_129.pth was removed 2025-08-18 12:08:27,359 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_130.pth. 2025-08-18 12:08:27,360 - pyskl - INFO - Best top1_acc is 0.3962 at 130 epoch. 2025-08-18 12:08:27,373 - pyskl - INFO - Epoch(val) [130][617] top1_acc: 0.3962, top5_acc: 0.6525, mean_class_accuracy: 0.3961 2025-08-18 12:09:49,208 - pyskl - INFO - Epoch [131][100/7492] lr: 2.159e-03, eta: 21:44:45, time: 0.818, data_time: 0.296, memory: 13026, top1_acc: 0.4766, top5_acc: 0.7331, loss_cls: 6.1032, loss: 6.1032 2025-08-18 12:10:41,522 - pyskl - INFO - Epoch [131][200/7492] lr: 2.156e-03, eta: 21:43:52, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4794, top5_acc: 0.7416, loss_cls: 5.9555, loss: 5.9555 2025-08-18 12:11:33,836 - pyskl - INFO - Epoch [131][300/7492] lr: 2.153e-03, eta: 21:43:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4734, top5_acc: 0.7331, loss_cls: 6.0111, loss: 6.0111 2025-08-18 12:12:26,024 - pyskl - INFO - Epoch [131][400/7492] lr: 2.150e-03, eta: 21:42:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4959, top5_acc: 0.7359, loss_cls: 5.9715, loss: 5.9715 2025-08-18 12:13:18,641 - pyskl - INFO - Epoch [131][500/7492] lr: 2.147e-03, eta: 21:41:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4922, top5_acc: 0.7456, loss_cls: 5.9206, loss: 5.9206 2025-08-18 12:14:11,008 - pyskl - INFO - Epoch [131][600/7492] lr: 2.144e-03, eta: 21:40:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4825, top5_acc: 0.7428, loss_cls: 5.8792, loss: 5.8792 2025-08-18 12:15:03,513 - pyskl - INFO - Epoch [131][700/7492] lr: 2.142e-03, eta: 21:39:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4725, top5_acc: 0.7378, loss_cls: 5.9680, loss: 5.9680 2025-08-18 12:15:56,072 - pyskl - INFO - Epoch [131][800/7492] lr: 2.139e-03, eta: 21:38:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4747, top5_acc: 0.7322, loss_cls: 6.0696, loss: 6.0696 2025-08-18 12:16:48,621 - pyskl - INFO - Epoch [131][900/7492] lr: 2.136e-03, eta: 21:37:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4503, top5_acc: 0.7231, loss_cls: 6.1322, loss: 6.1322 2025-08-18 12:17:41,278 - pyskl - INFO - Epoch [131][1000/7492] lr: 2.133e-03, eta: 21:36:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4684, top5_acc: 0.7278, loss_cls: 6.1285, loss: 6.1285 2025-08-18 12:18:33,849 - pyskl - INFO - Epoch [131][1100/7492] lr: 2.130e-03, eta: 21:36:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4859, top5_acc: 0.7325, loss_cls: 5.9409, loss: 5.9409 2025-08-18 12:19:26,379 - pyskl - INFO - Epoch [131][1200/7492] lr: 2.127e-03, eta: 21:35:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4784, top5_acc: 0.7312, loss_cls: 6.0225, loss: 6.0225 2025-08-18 12:20:19,071 - pyskl - INFO - Epoch [131][1300/7492] lr: 2.125e-03, eta: 21:34:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4703, top5_acc: 0.7300, loss_cls: 6.0383, loss: 6.0383 2025-08-18 12:21:11,486 - pyskl - INFO - Epoch [131][1400/7492] lr: 2.122e-03, eta: 21:33:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4709, top5_acc: 0.7325, loss_cls: 5.9369, loss: 5.9369 2025-08-18 12:22:03,567 - pyskl - INFO - Epoch [131][1500/7492] lr: 2.119e-03, eta: 21:32:33, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4662, top5_acc: 0.7272, loss_cls: 6.0727, loss: 6.0727 2025-08-18 12:22:56,072 - pyskl - INFO - Epoch [131][1600/7492] lr: 2.116e-03, eta: 21:31:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4894, top5_acc: 0.7353, loss_cls: 5.9889, loss: 5.9889 2025-08-18 12:23:48,342 - pyskl - INFO - Epoch [131][1700/7492] lr: 2.113e-03, eta: 21:30:48, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4653, top5_acc: 0.7331, loss_cls: 6.0067, loss: 6.0067 2025-08-18 12:24:40,672 - pyskl - INFO - Epoch [131][1800/7492] lr: 2.111e-03, eta: 21:29:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4694, top5_acc: 0.7338, loss_cls: 6.0202, loss: 6.0202 2025-08-18 12:25:33,075 - pyskl - INFO - Epoch [131][1900/7492] lr: 2.108e-03, eta: 21:29:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4700, top5_acc: 0.7328, loss_cls: 6.0265, loss: 6.0265 2025-08-18 12:26:25,457 - pyskl - INFO - Epoch [131][2000/7492] lr: 2.105e-03, eta: 21:28:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4716, top5_acc: 0.7347, loss_cls: 6.0384, loss: 6.0384 2025-08-18 12:27:18,040 - pyskl - INFO - Epoch [131][2100/7492] lr: 2.102e-03, eta: 21:27:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4631, top5_acc: 0.7269, loss_cls: 6.1098, loss: 6.1098 2025-08-18 12:28:10,168 - pyskl - INFO - Epoch [131][2200/7492] lr: 2.099e-03, eta: 21:26:27, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4581, top5_acc: 0.7100, loss_cls: 6.0939, loss: 6.0939 2025-08-18 12:29:02,566 - pyskl - INFO - Epoch [131][2300/7492] lr: 2.096e-03, eta: 21:25:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4869, top5_acc: 0.7172, loss_cls: 6.0443, loss: 6.0443 2025-08-18 12:29:54,904 - pyskl - INFO - Epoch [131][2400/7492] lr: 2.094e-03, eta: 21:24:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4566, top5_acc: 0.7144, loss_cls: 6.2060, loss: 6.2060 2025-08-18 12:30:47,326 - pyskl - INFO - Epoch [131][2500/7492] lr: 2.091e-03, eta: 21:23:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4728, top5_acc: 0.7331, loss_cls: 6.0495, loss: 6.0495 2025-08-18 12:31:39,402 - pyskl - INFO - Epoch [131][2600/7492] lr: 2.088e-03, eta: 21:22:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4541, top5_acc: 0.7069, loss_cls: 6.2038, loss: 6.2038 2025-08-18 12:32:31,854 - pyskl - INFO - Epoch [131][2700/7492] lr: 2.085e-03, eta: 21:22:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4516, top5_acc: 0.7188, loss_cls: 6.1647, loss: 6.1647 2025-08-18 12:33:24,254 - pyskl - INFO - Epoch [131][2800/7492] lr: 2.082e-03, eta: 21:21:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4681, top5_acc: 0.7228, loss_cls: 6.0059, loss: 6.0059 2025-08-18 12:34:16,664 - pyskl - INFO - Epoch [131][2900/7492] lr: 2.080e-03, eta: 21:20:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4819, top5_acc: 0.7334, loss_cls: 6.0234, loss: 6.0234 2025-08-18 12:35:09,609 - pyskl - INFO - Epoch [131][3000/7492] lr: 2.077e-03, eta: 21:19:29, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4612, top5_acc: 0.7281, loss_cls: 6.0597, loss: 6.0597 2025-08-18 12:36:02,066 - pyskl - INFO - Epoch [131][3100/7492] lr: 2.074e-03, eta: 21:18:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4838, top5_acc: 0.7359, loss_cls: 5.9187, loss: 5.9187 2025-08-18 12:36:54,684 - pyskl - INFO - Epoch [131][3200/7492] lr: 2.071e-03, eta: 21:17:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4725, top5_acc: 0.7228, loss_cls: 6.0980, loss: 6.0980 2025-08-18 12:37:47,190 - pyskl - INFO - Epoch [131][3300/7492] lr: 2.069e-03, eta: 21:16:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4644, top5_acc: 0.7116, loss_cls: 6.1233, loss: 6.1233 2025-08-18 12:38:39,689 - pyskl - INFO - Epoch [131][3400/7492] lr: 2.066e-03, eta: 21:16:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4691, top5_acc: 0.7281, loss_cls: 5.9917, loss: 5.9917 2025-08-18 12:39:32,467 - pyskl - INFO - Epoch [131][3500/7492] lr: 2.063e-03, eta: 21:15:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4816, top5_acc: 0.7378, loss_cls: 5.9901, loss: 5.9901 2025-08-18 12:40:25,471 - pyskl - INFO - Epoch [131][3600/7492] lr: 2.060e-03, eta: 21:14:16, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4637, top5_acc: 0.7184, loss_cls: 6.0527, loss: 6.0527 2025-08-18 12:41:18,246 - pyskl - INFO - Epoch [131][3700/7492] lr: 2.057e-03, eta: 21:13:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4650, top5_acc: 0.7231, loss_cls: 6.0875, loss: 6.0875 2025-08-18 12:42:11,169 - pyskl - INFO - Epoch [131][3800/7492] lr: 2.055e-03, eta: 21:12:31, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4747, top5_acc: 0.7259, loss_cls: 6.1399, loss: 6.1399 2025-08-18 12:43:03,888 - pyskl - INFO - Epoch [131][3900/7492] lr: 2.052e-03, eta: 21:11:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4581, top5_acc: 0.7194, loss_cls: 6.1511, loss: 6.1511 2025-08-18 12:43:56,429 - pyskl - INFO - Epoch [131][4000/7492] lr: 2.049e-03, eta: 21:10:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4872, top5_acc: 0.7238, loss_cls: 6.0411, loss: 6.0411 2025-08-18 12:44:49,206 - pyskl - INFO - Epoch [131][4100/7492] lr: 2.046e-03, eta: 21:09:55, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4600, top5_acc: 0.7047, loss_cls: 6.1950, loss: 6.1950 2025-08-18 12:45:41,973 - pyskl - INFO - Epoch [131][4200/7492] lr: 2.044e-03, eta: 21:09:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4741, top5_acc: 0.7150, loss_cls: 6.1595, loss: 6.1595 2025-08-18 12:46:34,872 - pyskl - INFO - Epoch [131][4300/7492] lr: 2.041e-03, eta: 21:08:10, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4772, top5_acc: 0.7291, loss_cls: 6.0501, loss: 6.0501 2025-08-18 12:47:27,351 - pyskl - INFO - Epoch [131][4400/7492] lr: 2.038e-03, eta: 21:07:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4631, top5_acc: 0.7244, loss_cls: 6.0996, loss: 6.0996 2025-08-18 12:48:20,002 - pyskl - INFO - Epoch [131][4500/7492] lr: 2.035e-03, eta: 21:06:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4675, top5_acc: 0.7181, loss_cls: 6.0374, loss: 6.0374 2025-08-18 12:49:12,462 - pyskl - INFO - Epoch [131][4600/7492] lr: 2.033e-03, eta: 21:05:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4519, top5_acc: 0.7097, loss_cls: 6.1867, loss: 6.1867 2025-08-18 12:50:05,128 - pyskl - INFO - Epoch [131][4700/7492] lr: 2.030e-03, eta: 21:04:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4728, top5_acc: 0.7259, loss_cls: 5.9947, loss: 5.9947 2025-08-18 12:50:57,584 - pyskl - INFO - Epoch [131][4800/7492] lr: 2.027e-03, eta: 21:03:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4650, top5_acc: 0.7297, loss_cls: 6.0238, loss: 6.0238 2025-08-18 12:51:50,393 - pyskl - INFO - Epoch [131][4900/7492] lr: 2.024e-03, eta: 21:02:57, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4547, top5_acc: 0.7197, loss_cls: 6.1785, loss: 6.1785 2025-08-18 12:52:42,815 - pyskl - INFO - Epoch [131][5000/7492] lr: 2.021e-03, eta: 21:02:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4475, top5_acc: 0.7041, loss_cls: 6.2700, loss: 6.2700 2025-08-18 12:53:35,302 - pyskl - INFO - Epoch [131][5100/7492] lr: 2.019e-03, eta: 21:01:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4684, top5_acc: 0.7288, loss_cls: 6.0413, loss: 6.0413 2025-08-18 12:54:28,005 - pyskl - INFO - Epoch [131][5200/7492] lr: 2.016e-03, eta: 21:00:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4659, top5_acc: 0.7122, loss_cls: 6.1255, loss: 6.1255 2025-08-18 12:55:20,537 - pyskl - INFO - Epoch [131][5300/7492] lr: 2.013e-03, eta: 20:59:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4681, top5_acc: 0.7341, loss_cls: 6.0703, loss: 6.0703 2025-08-18 12:56:13,167 - pyskl - INFO - Epoch [131][5400/7492] lr: 2.010e-03, eta: 20:58:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4738, top5_acc: 0.7281, loss_cls: 6.0594, loss: 6.0594 2025-08-18 12:57:05,752 - pyskl - INFO - Epoch [131][5500/7492] lr: 2.008e-03, eta: 20:57:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4788, top5_acc: 0.7294, loss_cls: 6.1401, loss: 6.1401 2025-08-18 12:57:58,174 - pyskl - INFO - Epoch [131][5600/7492] lr: 2.005e-03, eta: 20:56:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4709, top5_acc: 0.7178, loss_cls: 6.0770, loss: 6.0770 2025-08-18 12:58:50,643 - pyskl - INFO - Epoch [131][5700/7492] lr: 2.002e-03, eta: 20:55:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4637, top5_acc: 0.7181, loss_cls: 6.0727, loss: 6.0727 2025-08-18 12:59:43,374 - pyskl - INFO - Epoch [131][5800/7492] lr: 2.000e-03, eta: 20:55:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4691, top5_acc: 0.7278, loss_cls: 6.1438, loss: 6.1438 2025-08-18 13:00:36,000 - pyskl - INFO - Epoch [131][5900/7492] lr: 1.997e-03, eta: 20:54:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4631, top5_acc: 0.7256, loss_cls: 6.1123, loss: 6.1123 2025-08-18 13:01:28,432 - pyskl - INFO - Epoch [131][6000/7492] lr: 1.994e-03, eta: 20:53:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 6.1042, loss: 6.1042 2025-08-18 13:02:20,862 - pyskl - INFO - Epoch [131][6100/7492] lr: 1.991e-03, eta: 20:52:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4738, top5_acc: 0.7288, loss_cls: 6.0831, loss: 6.0831 2025-08-18 13:03:13,645 - pyskl - INFO - Epoch [131][6200/7492] lr: 1.989e-03, eta: 20:51:38, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4734, top5_acc: 0.7194, loss_cls: 6.0242, loss: 6.0242 2025-08-18 13:04:06,169 - pyskl - INFO - Epoch [131][6300/7492] lr: 1.986e-03, eta: 20:50:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4806, top5_acc: 0.7322, loss_cls: 5.9818, loss: 5.9818 2025-08-18 13:04:58,787 - pyskl - INFO - Epoch [131][6400/7492] lr: 1.983e-03, eta: 20:49:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4628, top5_acc: 0.7172, loss_cls: 6.0538, loss: 6.0538 2025-08-18 13:05:51,449 - pyskl - INFO - Epoch [131][6500/7492] lr: 1.980e-03, eta: 20:49:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4753, top5_acc: 0.7291, loss_cls: 6.1244, loss: 6.1244 2025-08-18 13:06:43,805 - pyskl - INFO - Epoch [131][6600/7492] lr: 1.978e-03, eta: 20:48:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4544, top5_acc: 0.7122, loss_cls: 6.1019, loss: 6.1019 2025-08-18 13:07:36,395 - pyskl - INFO - Epoch [131][6700/7492] lr: 1.975e-03, eta: 20:47:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4641, top5_acc: 0.7244, loss_cls: 6.0422, loss: 6.0422 2025-08-18 13:08:28,708 - pyskl - INFO - Epoch [131][6800/7492] lr: 1.972e-03, eta: 20:46:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4647, top5_acc: 0.7269, loss_cls: 6.1470, loss: 6.1470 2025-08-18 13:09:21,211 - pyskl - INFO - Epoch [131][6900/7492] lr: 1.970e-03, eta: 20:45:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4791, top5_acc: 0.7256, loss_cls: 6.0392, loss: 6.0392 2025-08-18 13:10:13,571 - pyskl - INFO - Epoch [131][7000/7492] lr: 1.967e-03, eta: 20:44:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4788, top5_acc: 0.7216, loss_cls: 6.1003, loss: 6.1003 2025-08-18 13:11:05,862 - pyskl - INFO - Epoch [131][7100/7492] lr: 1.964e-03, eta: 20:43:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4675, top5_acc: 0.7312, loss_cls: 6.0398, loss: 6.0398 2025-08-18 13:11:58,253 - pyskl - INFO - Epoch [131][7200/7492] lr: 1.961e-03, eta: 20:42:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4644, top5_acc: 0.7163, loss_cls: 6.0314, loss: 6.0314 2025-08-18 13:12:50,828 - pyskl - INFO - Epoch [131][7300/7492] lr: 1.959e-03, eta: 20:42:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4634, top5_acc: 0.7209, loss_cls: 6.1153, loss: 6.1153 2025-08-18 13:13:43,083 - pyskl - INFO - Epoch [131][7400/7492] lr: 1.956e-03, eta: 20:41:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4531, top5_acc: 0.7212, loss_cls: 6.0612, loss: 6.0612 2025-08-18 13:14:32,395 - pyskl - INFO - Saving checkpoint at 131 epochs 2025-08-18 13:15:27,772 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 13:15:28,518 - pyskl - INFO - top1_acc 0.3959 top5_acc 0.6514 2025-08-18 13:15:28,518 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 13:15:28,556 - pyskl - INFO - mean_acc 0.3957 2025-08-18 13:15:28,569 - pyskl - INFO - Epoch(val) [131][617] top1_acc: 0.3959, top5_acc: 0.6514, mean_class_accuracy: 0.3957 2025-08-18 13:16:50,856 - pyskl - INFO - Epoch [132][100/7492] lr: 1.951e-03, eta: 20:39:28, time: 0.823, data_time: 0.293, memory: 13026, top1_acc: 0.4934, top5_acc: 0.7600, loss_cls: 5.8034, loss: 5.8034 2025-08-18 13:17:43,475 - pyskl - INFO - Epoch [132][200/7492] lr: 1.948e-03, eta: 20:38:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4753, top5_acc: 0.7353, loss_cls: 6.1282, loss: 6.1282 2025-08-18 13:18:35,620 - pyskl - INFO - Epoch [132][300/7492] lr: 1.945e-03, eta: 20:37:43, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4681, top5_acc: 0.7284, loss_cls: 6.0995, loss: 6.0995 2025-08-18 13:19:27,869 - pyskl - INFO - Epoch [132][400/7492] lr: 1.943e-03, eta: 20:36:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4800, top5_acc: 0.7409, loss_cls: 5.9145, loss: 5.9145 2025-08-18 13:20:20,126 - pyskl - INFO - Epoch [132][500/7492] lr: 1.940e-03, eta: 20:35:58, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4666, top5_acc: 0.7316, loss_cls: 6.0098, loss: 6.0098 2025-08-18 13:21:12,610 - pyskl - INFO - Epoch [132][600/7492] lr: 1.937e-03, eta: 20:35:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4859, top5_acc: 0.7372, loss_cls: 5.9027, loss: 5.9027 2025-08-18 13:22:05,013 - pyskl - INFO - Epoch [132][700/7492] lr: 1.935e-03, eta: 20:34:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4722, top5_acc: 0.7306, loss_cls: 6.0617, loss: 6.0617 2025-08-18 13:22:57,431 - pyskl - INFO - Epoch [132][800/7492] lr: 1.932e-03, eta: 20:33:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4775, top5_acc: 0.7509, loss_cls: 5.9409, loss: 5.9409 2025-08-18 13:23:49,546 - pyskl - INFO - Epoch [132][900/7492] lr: 1.929e-03, eta: 20:32:29, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4906, top5_acc: 0.7494, loss_cls: 5.8796, loss: 5.8796 2025-08-18 13:24:42,033 - pyskl - INFO - Epoch [132][1000/7492] lr: 1.926e-03, eta: 20:31:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4941, top5_acc: 0.7350, loss_cls: 5.9387, loss: 5.9387 2025-08-18 13:25:34,460 - pyskl - INFO - Epoch [132][1100/7492] lr: 1.924e-03, eta: 20:30:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4838, top5_acc: 0.7281, loss_cls: 6.0772, loss: 6.0772 2025-08-18 13:26:26,833 - pyskl - INFO - Epoch [132][1200/7492] lr: 1.921e-03, eta: 20:29:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4838, top5_acc: 0.7378, loss_cls: 5.9581, loss: 5.9581 2025-08-18 13:27:19,290 - pyskl - INFO - Epoch [132][1300/7492] lr: 1.918e-03, eta: 20:29:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4722, top5_acc: 0.7297, loss_cls: 6.1063, loss: 6.1063 2025-08-18 13:28:11,868 - pyskl - INFO - Epoch [132][1400/7492] lr: 1.916e-03, eta: 20:28:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4684, top5_acc: 0.7291, loss_cls: 6.0709, loss: 6.0709 2025-08-18 13:29:04,387 - pyskl - INFO - Epoch [132][1500/7492] lr: 1.913e-03, eta: 20:27:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4753, top5_acc: 0.7444, loss_cls: 5.8914, loss: 5.8914 2025-08-18 13:29:56,761 - pyskl - INFO - Epoch [132][1600/7492] lr: 1.910e-03, eta: 20:26:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4756, top5_acc: 0.7225, loss_cls: 6.0176, loss: 6.0176 2025-08-18 13:30:49,190 - pyskl - INFO - Epoch [132][1700/7492] lr: 1.908e-03, eta: 20:25:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4703, top5_acc: 0.7269, loss_cls: 6.0264, loss: 6.0264 2025-08-18 13:31:41,889 - pyskl - INFO - Epoch [132][1800/7492] lr: 1.905e-03, eta: 20:24:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4819, top5_acc: 0.7356, loss_cls: 6.0301, loss: 6.0301 2025-08-18 13:32:34,333 - pyskl - INFO - Epoch [132][1900/7492] lr: 1.902e-03, eta: 20:23:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4784, top5_acc: 0.7312, loss_cls: 6.0497, loss: 6.0497 2025-08-18 13:33:26,794 - pyskl - INFO - Epoch [132][2000/7492] lr: 1.900e-03, eta: 20:22:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4753, top5_acc: 0.7250, loss_cls: 6.0806, loss: 6.0806 2025-08-18 13:34:19,601 - pyskl - INFO - Epoch [132][2100/7492] lr: 1.897e-03, eta: 20:22:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4828, top5_acc: 0.7403, loss_cls: 5.9209, loss: 5.9209 2025-08-18 13:35:12,154 - pyskl - INFO - Epoch [132][2200/7492] lr: 1.894e-03, eta: 20:21:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4691, top5_acc: 0.7234, loss_cls: 6.0615, loss: 6.0615 2025-08-18 13:36:04,540 - pyskl - INFO - Epoch [132][2300/7492] lr: 1.892e-03, eta: 20:20:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4697, top5_acc: 0.7284, loss_cls: 6.0075, loss: 6.0075 2025-08-18 13:36:56,947 - pyskl - INFO - Epoch [132][2400/7492] lr: 1.889e-03, eta: 20:19:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4972, top5_acc: 0.7444, loss_cls: 5.9944, loss: 5.9944 2025-08-18 13:37:49,260 - pyskl - INFO - Epoch [132][2500/7492] lr: 1.886e-03, eta: 20:18:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4888, top5_acc: 0.7362, loss_cls: 5.9308, loss: 5.9308 2025-08-18 13:38:41,566 - pyskl - INFO - Epoch [132][2600/7492] lr: 1.884e-03, eta: 20:17:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4653, top5_acc: 0.7303, loss_cls: 6.0539, loss: 6.0539 2025-08-18 13:39:33,908 - pyskl - INFO - Epoch [132][2700/7492] lr: 1.881e-03, eta: 20:16:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4691, top5_acc: 0.7116, loss_cls: 6.0738, loss: 6.0738 2025-08-18 13:40:26,576 - pyskl - INFO - Epoch [132][2800/7492] lr: 1.878e-03, eta: 20:15:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4756, top5_acc: 0.7341, loss_cls: 6.0152, loss: 6.0152 2025-08-18 13:41:19,156 - pyskl - INFO - Epoch [132][2900/7492] lr: 1.876e-03, eta: 20:15:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4800, top5_acc: 0.7372, loss_cls: 5.9097, loss: 5.9097 2025-08-18 13:42:11,658 - pyskl - INFO - Epoch [132][3000/7492] lr: 1.873e-03, eta: 20:14:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4853, top5_acc: 0.7397, loss_cls: 5.9837, loss: 5.9837 2025-08-18 13:43:04,024 - pyskl - INFO - Epoch [132][3100/7492] lr: 1.870e-03, eta: 20:13:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4791, top5_acc: 0.7453, loss_cls: 6.0293, loss: 6.0293 2025-08-18 13:43:56,722 - pyskl - INFO - Epoch [132][3200/7492] lr: 1.868e-03, eta: 20:12:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4813, top5_acc: 0.7403, loss_cls: 5.9761, loss: 5.9761 2025-08-18 13:44:49,262 - pyskl - INFO - Epoch [132][3300/7492] lr: 1.865e-03, eta: 20:11:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4672, top5_acc: 0.7394, loss_cls: 5.9592, loss: 5.9592 2025-08-18 13:45:41,450 - pyskl - INFO - Epoch [132][3400/7492] lr: 1.862e-03, eta: 20:10:43, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4847, top5_acc: 0.7409, loss_cls: 5.9811, loss: 5.9811 2025-08-18 13:46:33,968 - pyskl - INFO - Epoch [132][3500/7492] lr: 1.860e-03, eta: 20:09:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4800, top5_acc: 0.7322, loss_cls: 6.0405, loss: 6.0405 2025-08-18 13:47:26,817 - pyskl - INFO - Epoch [132][3600/7492] lr: 1.857e-03, eta: 20:08:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4872, top5_acc: 0.7322, loss_cls: 5.9622, loss: 5.9622 2025-08-18 13:48:19,421 - pyskl - INFO - Epoch [132][3700/7492] lr: 1.854e-03, eta: 20:08:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4863, top5_acc: 0.7219, loss_cls: 6.0297, loss: 6.0297 2025-08-18 13:49:12,128 - pyskl - INFO - Epoch [132][3800/7492] lr: 1.852e-03, eta: 20:07:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4697, top5_acc: 0.7362, loss_cls: 6.0664, loss: 6.0664 2025-08-18 13:50:04,964 - pyskl - INFO - Epoch [132][3900/7492] lr: 1.849e-03, eta: 20:06:22, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4800, top5_acc: 0.7294, loss_cls: 6.0498, loss: 6.0498 2025-08-18 13:50:57,415 - pyskl - INFO - Epoch [132][4000/7492] lr: 1.847e-03, eta: 20:05:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4919, top5_acc: 0.7425, loss_cls: 5.9541, loss: 5.9541 2025-08-18 13:51:50,133 - pyskl - INFO - Epoch [132][4100/7492] lr: 1.844e-03, eta: 20:04:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4703, top5_acc: 0.7331, loss_cls: 6.0231, loss: 6.0231 2025-08-18 13:52:42,386 - pyskl - INFO - Epoch [132][4200/7492] lr: 1.841e-03, eta: 20:03:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4784, top5_acc: 0.7306, loss_cls: 5.9945, loss: 5.9945 2025-08-18 13:53:34,886 - pyskl - INFO - Epoch [132][4300/7492] lr: 1.839e-03, eta: 20:02:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4816, top5_acc: 0.7353, loss_cls: 6.0732, loss: 6.0732 2025-08-18 13:54:27,317 - pyskl - INFO - Epoch [132][4400/7492] lr: 1.836e-03, eta: 20:02:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4772, top5_acc: 0.7347, loss_cls: 5.9801, loss: 5.9801 2025-08-18 13:55:19,584 - pyskl - INFO - Epoch [132][4500/7492] lr: 1.833e-03, eta: 20:01:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4609, top5_acc: 0.7184, loss_cls: 6.0721, loss: 6.0721 2025-08-18 13:56:11,971 - pyskl - INFO - Epoch [132][4600/7492] lr: 1.831e-03, eta: 20:00:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4659, top5_acc: 0.7197, loss_cls: 6.1517, loss: 6.1517 2025-08-18 13:57:04,188 - pyskl - INFO - Epoch [132][4700/7492] lr: 1.828e-03, eta: 19:59:24, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4763, top5_acc: 0.7303, loss_cls: 6.0409, loss: 6.0409 2025-08-18 13:57:56,872 - pyskl - INFO - Epoch [132][4800/7492] lr: 1.826e-03, eta: 19:58:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4697, top5_acc: 0.7250, loss_cls: 6.0619, loss: 6.0619 2025-08-18 13:58:49,301 - pyskl - INFO - Epoch [132][4900/7492] lr: 1.823e-03, eta: 19:57:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4775, top5_acc: 0.7253, loss_cls: 6.0427, loss: 6.0427 2025-08-18 13:59:42,040 - pyskl - INFO - Epoch [132][5000/7492] lr: 1.820e-03, eta: 19:56:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4834, top5_acc: 0.7403, loss_cls: 5.9669, loss: 5.9669 2025-08-18 14:00:34,565 - pyskl - INFO - Epoch [132][5100/7492] lr: 1.818e-03, eta: 19:55:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4847, top5_acc: 0.7331, loss_cls: 5.9690, loss: 5.9690 2025-08-18 14:01:26,980 - pyskl - INFO - Epoch [132][5200/7492] lr: 1.815e-03, eta: 19:55:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4581, top5_acc: 0.7188, loss_cls: 6.0453, loss: 6.0453 2025-08-18 14:02:19,719 - pyskl - INFO - Epoch [132][5300/7492] lr: 1.812e-03, eta: 19:54:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4666, top5_acc: 0.7238, loss_cls: 6.0463, loss: 6.0463 2025-08-18 14:03:12,241 - pyskl - INFO - Epoch [132][5400/7492] lr: 1.810e-03, eta: 19:53:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4578, top5_acc: 0.7375, loss_cls: 6.0988, loss: 6.0988 2025-08-18 14:04:04,608 - pyskl - INFO - Epoch [132][5500/7492] lr: 1.807e-03, eta: 19:52:26, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4719, top5_acc: 0.7266, loss_cls: 6.0781, loss: 6.0781 2025-08-18 14:04:57,139 - pyskl - INFO - Epoch [132][5600/7492] lr: 1.805e-03, eta: 19:51:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4775, top5_acc: 0.7341, loss_cls: 6.0509, loss: 6.0509 2025-08-18 14:05:49,683 - pyskl - INFO - Epoch [132][5700/7492] lr: 1.802e-03, eta: 19:50:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4788, top5_acc: 0.7341, loss_cls: 6.0106, loss: 6.0106 2025-08-18 14:06:41,960 - pyskl - INFO - Epoch [132][5800/7492] lr: 1.799e-03, eta: 19:49:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4725, top5_acc: 0.7250, loss_cls: 6.0583, loss: 6.0583 2025-08-18 14:07:34,527 - pyskl - INFO - Epoch [132][5900/7492] lr: 1.797e-03, eta: 19:48:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4769, top5_acc: 0.7462, loss_cls: 5.9654, loss: 5.9654 2025-08-18 14:08:26,929 - pyskl - INFO - Epoch [132][6000/7492] lr: 1.794e-03, eta: 19:48:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4725, top5_acc: 0.7325, loss_cls: 5.9960, loss: 5.9960 2025-08-18 14:09:19,624 - pyskl - INFO - Epoch [132][6100/7492] lr: 1.792e-03, eta: 19:47:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4722, top5_acc: 0.7166, loss_cls: 6.0419, loss: 6.0419 2025-08-18 14:10:12,209 - pyskl - INFO - Epoch [132][6200/7492] lr: 1.789e-03, eta: 19:46:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4766, top5_acc: 0.7181, loss_cls: 6.1334, loss: 6.1334 2025-08-18 14:11:04,743 - pyskl - INFO - Epoch [132][6300/7492] lr: 1.786e-03, eta: 19:45:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4931, top5_acc: 0.7419, loss_cls: 5.8945, loss: 5.8945 2025-08-18 14:11:57,181 - pyskl - INFO - Epoch [132][6400/7492] lr: 1.784e-03, eta: 19:44:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4678, top5_acc: 0.7231, loss_cls: 6.0238, loss: 6.0238 2025-08-18 14:12:49,602 - pyskl - INFO - Epoch [132][6500/7492] lr: 1.781e-03, eta: 19:43:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4747, top5_acc: 0.7375, loss_cls: 6.0185, loss: 6.0185 2025-08-18 14:13:41,859 - pyskl - INFO - Epoch [132][6600/7492] lr: 1.779e-03, eta: 19:42:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4650, top5_acc: 0.7353, loss_cls: 6.0340, loss: 6.0340 2025-08-18 14:14:34,011 - pyskl - INFO - Epoch [132][6700/7492] lr: 1.776e-03, eta: 19:41:59, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4669, top5_acc: 0.7244, loss_cls: 6.0621, loss: 6.0621 2025-08-18 14:15:26,261 - pyskl - INFO - Epoch [132][6800/7492] lr: 1.773e-03, eta: 19:41:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4728, top5_acc: 0.7359, loss_cls: 6.0013, loss: 6.0013 2025-08-18 14:16:19,071 - pyskl - INFO - Epoch [132][6900/7492] lr: 1.771e-03, eta: 19:40:14, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4778, top5_acc: 0.7306, loss_cls: 6.0944, loss: 6.0944 2025-08-18 14:17:12,034 - pyskl - INFO - Epoch [132][7000/7492] lr: 1.768e-03, eta: 19:39:22, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4797, top5_acc: 0.7288, loss_cls: 6.0461, loss: 6.0461 2025-08-18 14:18:04,546 - pyskl - INFO - Epoch [132][7100/7492] lr: 1.766e-03, eta: 19:38:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4653, top5_acc: 0.7156, loss_cls: 6.0204, loss: 6.0204 2025-08-18 14:18:57,083 - pyskl - INFO - Epoch [132][7200/7492] lr: 1.763e-03, eta: 19:37:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4750, top5_acc: 0.7288, loss_cls: 5.9682, loss: 5.9682 2025-08-18 14:19:49,489 - pyskl - INFO - Epoch [132][7300/7492] lr: 1.761e-03, eta: 19:36:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4616, top5_acc: 0.7338, loss_cls: 6.0636, loss: 6.0636 2025-08-18 14:20:41,788 - pyskl - INFO - Epoch [132][7400/7492] lr: 1.758e-03, eta: 19:35:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4797, top5_acc: 0.7241, loss_cls: 5.9539, loss: 5.9539 2025-08-18 14:21:30,899 - pyskl - INFO - Saving checkpoint at 132 epochs 2025-08-18 14:22:25,417 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 14:22:26,169 - pyskl - INFO - top1_acc 0.3954 top5_acc 0.6509 2025-08-18 14:22:26,170 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 14:22:26,209 - pyskl - INFO - mean_acc 0.3952 2025-08-18 14:22:26,222 - pyskl - INFO - Epoch(val) [132][617] top1_acc: 0.3954, top5_acc: 0.6509, mean_class_accuracy: 0.3952 2025-08-18 14:23:47,803 - pyskl - INFO - Epoch [133][100/7492] lr: 1.753e-03, eta: 19:34:10, time: 0.816, data_time: 0.292, memory: 13026, top1_acc: 0.4931, top5_acc: 0.7509, loss_cls: 5.9335, loss: 5.9335 2025-08-18 14:24:40,127 - pyskl - INFO - Epoch [133][200/7492] lr: 1.750e-03, eta: 19:33:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4978, top5_acc: 0.7497, loss_cls: 5.8337, loss: 5.8337 2025-08-18 14:25:32,717 - pyskl - INFO - Epoch [133][300/7492] lr: 1.748e-03, eta: 19:32:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4919, top5_acc: 0.7441, loss_cls: 5.9481, loss: 5.9481 2025-08-18 14:26:25,091 - pyskl - INFO - Epoch [133][400/7492] lr: 1.745e-03, eta: 19:31:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5012, top5_acc: 0.7434, loss_cls: 5.8385, loss: 5.8385 2025-08-18 14:27:17,088 - pyskl - INFO - Epoch [133][500/7492] lr: 1.743e-03, eta: 19:30:41, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5038, top5_acc: 0.7575, loss_cls: 5.8047, loss: 5.8047 2025-08-18 14:28:09,297 - pyskl - INFO - Epoch [133][600/7492] lr: 1.740e-03, eta: 19:29:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5072, top5_acc: 0.7500, loss_cls: 5.8417, loss: 5.8417 2025-08-18 14:29:01,680 - pyskl - INFO - Epoch [133][700/7492] lr: 1.738e-03, eta: 19:28:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4828, top5_acc: 0.7397, loss_cls: 5.9798, loss: 5.9798 2025-08-18 14:29:53,996 - pyskl - INFO - Epoch [133][800/7492] lr: 1.735e-03, eta: 19:28:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4841, top5_acc: 0.7422, loss_cls: 5.8975, loss: 5.8975 2025-08-18 14:30:46,398 - pyskl - INFO - Epoch [133][900/7492] lr: 1.733e-03, eta: 19:27:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4722, top5_acc: 0.7291, loss_cls: 6.0263, loss: 6.0263 2025-08-18 14:31:38,863 - pyskl - INFO - Epoch [133][1000/7492] lr: 1.730e-03, eta: 19:26:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4944, top5_acc: 0.7391, loss_cls: 5.8617, loss: 5.8617 2025-08-18 14:32:31,226 - pyskl - INFO - Epoch [133][1100/7492] lr: 1.727e-03, eta: 19:25:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4734, top5_acc: 0.7359, loss_cls: 6.0320, loss: 6.0320 2025-08-18 14:33:23,206 - pyskl - INFO - Epoch [133][1200/7492] lr: 1.725e-03, eta: 19:24:35, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4856, top5_acc: 0.7422, loss_cls: 5.9213, loss: 5.9213 2025-08-18 14:34:15,400 - pyskl - INFO - Epoch [133][1300/7492] lr: 1.722e-03, eta: 19:23:43, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4850, top5_acc: 0.7284, loss_cls: 5.9512, loss: 5.9512 2025-08-18 14:35:07,804 - pyskl - INFO - Epoch [133][1400/7492] lr: 1.720e-03, eta: 19:22:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4731, top5_acc: 0.7359, loss_cls: 5.9615, loss: 5.9615 2025-08-18 14:35:59,721 - pyskl - INFO - Epoch [133][1500/7492] lr: 1.717e-03, eta: 19:21:58, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4900, top5_acc: 0.7378, loss_cls: 5.9137, loss: 5.9137 2025-08-18 14:36:51,955 - pyskl - INFO - Epoch [133][1600/7492] lr: 1.715e-03, eta: 19:21:06, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4778, top5_acc: 0.7325, loss_cls: 6.0150, loss: 6.0150 2025-08-18 14:37:44,629 - pyskl - INFO - Epoch [133][1700/7492] lr: 1.712e-03, eta: 19:20:14, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4844, top5_acc: 0.7400, loss_cls: 5.9854, loss: 5.9854 2025-08-18 14:38:36,935 - pyskl - INFO - Epoch [133][1800/7492] lr: 1.710e-03, eta: 19:19:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4866, top5_acc: 0.7419, loss_cls: 5.9980, loss: 5.9980 2025-08-18 14:39:29,066 - pyskl - INFO - Epoch [133][1900/7492] lr: 1.707e-03, eta: 19:18:29, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4897, top5_acc: 0.7381, loss_cls: 5.9179, loss: 5.9179 2025-08-18 14:40:21,659 - pyskl - INFO - Epoch [133][2000/7492] lr: 1.705e-03, eta: 19:17:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4806, top5_acc: 0.7338, loss_cls: 5.9947, loss: 5.9947 2025-08-18 14:41:13,969 - pyskl - INFO - Epoch [133][2100/7492] lr: 1.702e-03, eta: 19:16:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4878, top5_acc: 0.7328, loss_cls: 5.9882, loss: 5.9882 2025-08-18 14:42:05,977 - pyskl - INFO - Epoch [133][2200/7492] lr: 1.699e-03, eta: 19:15:52, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4872, top5_acc: 0.7400, loss_cls: 5.9164, loss: 5.9164 2025-08-18 14:42:58,450 - pyskl - INFO - Epoch [133][2300/7492] lr: 1.697e-03, eta: 19:15:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4825, top5_acc: 0.7397, loss_cls: 5.8817, loss: 5.8817 2025-08-18 14:43:50,735 - pyskl - INFO - Epoch [133][2400/7492] lr: 1.694e-03, eta: 19:14:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4803, top5_acc: 0.7316, loss_cls: 5.9542, loss: 5.9542 2025-08-18 14:44:42,811 - pyskl - INFO - Epoch [133][2500/7492] lr: 1.692e-03, eta: 19:13:15, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4797, top5_acc: 0.7303, loss_cls: 6.0101, loss: 6.0101 2025-08-18 14:45:34,976 - pyskl - INFO - Epoch [133][2600/7492] lr: 1.689e-03, eta: 19:12:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4981, top5_acc: 0.7584, loss_cls: 5.8074, loss: 5.8074 2025-08-18 14:46:26,960 - pyskl - INFO - Epoch [133][2700/7492] lr: 1.687e-03, eta: 19:11:31, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4934, top5_acc: 0.7447, loss_cls: 5.9251, loss: 5.9251 2025-08-18 14:47:19,681 - pyskl - INFO - Epoch [133][2800/7492] lr: 1.684e-03, eta: 19:10:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4931, top5_acc: 0.7416, loss_cls: 5.9469, loss: 5.9469 2025-08-18 14:48:11,813 - pyskl - INFO - Epoch [133][2900/7492] lr: 1.682e-03, eta: 19:09:46, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4819, top5_acc: 0.7369, loss_cls: 5.9588, loss: 5.9588 2025-08-18 14:49:04,543 - pyskl - INFO - Epoch [133][3000/7492] lr: 1.679e-03, eta: 19:08:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5025, top5_acc: 0.7384, loss_cls: 5.9036, loss: 5.9036 2025-08-18 14:49:56,998 - pyskl - INFO - Epoch [133][3100/7492] lr: 1.677e-03, eta: 19:08:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4659, top5_acc: 0.7297, loss_cls: 6.0463, loss: 6.0463 2025-08-18 14:50:49,278 - pyskl - INFO - Epoch [133][3200/7492] lr: 1.674e-03, eta: 19:07:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4916, top5_acc: 0.7272, loss_cls: 5.9819, loss: 5.9819 2025-08-18 14:51:41,576 - pyskl - INFO - Epoch [133][3300/7492] lr: 1.672e-03, eta: 19:06:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4769, top5_acc: 0.7350, loss_cls: 6.0259, loss: 6.0259 2025-08-18 14:52:33,540 - pyskl - INFO - Epoch [133][3400/7492] lr: 1.669e-03, eta: 19:05:25, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4772, top5_acc: 0.7397, loss_cls: 5.9546, loss: 5.9546 2025-08-18 14:53:25,776 - pyskl - INFO - Epoch [133][3500/7492] lr: 1.667e-03, eta: 19:04:33, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4853, top5_acc: 0.7403, loss_cls: 6.0054, loss: 6.0054 2025-08-18 14:54:18,154 - pyskl - INFO - Epoch [133][3600/7492] lr: 1.664e-03, eta: 19:03:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4841, top5_acc: 0.7381, loss_cls: 6.0020, loss: 6.0020 2025-08-18 14:55:10,595 - pyskl - INFO - Epoch [133][3700/7492] lr: 1.662e-03, eta: 19:02:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4716, top5_acc: 0.7300, loss_cls: 5.9946, loss: 5.9946 2025-08-18 14:56:03,084 - pyskl - INFO - Epoch [133][3800/7492] lr: 1.659e-03, eta: 19:01:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5019, top5_acc: 0.7444, loss_cls: 5.8506, loss: 5.8506 2025-08-18 14:56:55,701 - pyskl - INFO - Epoch [133][3900/7492] lr: 1.657e-03, eta: 19:01:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4903, top5_acc: 0.7353, loss_cls: 5.9587, loss: 5.9587 2025-08-18 14:57:48,152 - pyskl - INFO - Epoch [133][4000/7492] lr: 1.654e-03, eta: 19:00:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4969, top5_acc: 0.7581, loss_cls: 5.8061, loss: 5.8061 2025-08-18 14:58:40,428 - pyskl - INFO - Epoch [133][4100/7492] lr: 1.652e-03, eta: 18:59:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4672, top5_acc: 0.7297, loss_cls: 6.0480, loss: 6.0480 2025-08-18 14:59:33,041 - pyskl - INFO - Epoch [133][4200/7492] lr: 1.649e-03, eta: 18:58:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4884, top5_acc: 0.7406, loss_cls: 5.9715, loss: 5.9715 2025-08-18 15:00:25,619 - pyskl - INFO - Epoch [133][4300/7492] lr: 1.647e-03, eta: 18:57:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4947, top5_acc: 0.7447, loss_cls: 5.8627, loss: 5.8627 2025-08-18 15:01:18,072 - pyskl - INFO - Epoch [133][4400/7492] lr: 1.644e-03, eta: 18:56:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4988, top5_acc: 0.7544, loss_cls: 5.8499, loss: 5.8499 2025-08-18 15:02:10,452 - pyskl - INFO - Epoch [133][4500/7492] lr: 1.642e-03, eta: 18:55:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4866, top5_acc: 0.7297, loss_cls: 5.8687, loss: 5.8687 2025-08-18 15:03:02,876 - pyskl - INFO - Epoch [133][4600/7492] lr: 1.639e-03, eta: 18:54:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4941, top5_acc: 0.7544, loss_cls: 5.8187, loss: 5.8187 2025-08-18 15:03:55,160 - pyskl - INFO - Epoch [133][4700/7492] lr: 1.637e-03, eta: 18:54:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4688, top5_acc: 0.7366, loss_cls: 5.9246, loss: 5.9246 2025-08-18 15:04:48,179 - pyskl - INFO - Epoch [133][4800/7492] lr: 1.634e-03, eta: 18:53:13, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4819, top5_acc: 0.7412, loss_cls: 5.9499, loss: 5.9499 2025-08-18 15:05:40,650 - pyskl - INFO - Epoch [133][4900/7492] lr: 1.632e-03, eta: 18:52:21, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4753, top5_acc: 0.7309, loss_cls: 5.9623, loss: 5.9623 2025-08-18 15:06:33,108 - pyskl - INFO - Epoch [133][5000/7492] lr: 1.629e-03, eta: 18:51:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4691, top5_acc: 0.7284, loss_cls: 6.0670, loss: 6.0670 2025-08-18 15:07:25,583 - pyskl - INFO - Epoch [133][5100/7492] lr: 1.627e-03, eta: 18:50:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4953, top5_acc: 0.7459, loss_cls: 5.8581, loss: 5.8581 2025-08-18 15:08:17,971 - pyskl - INFO - Epoch [133][5200/7492] lr: 1.624e-03, eta: 18:49:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4909, top5_acc: 0.7388, loss_cls: 5.9148, loss: 5.9148 2025-08-18 15:09:10,194 - pyskl - INFO - Epoch [133][5300/7492] lr: 1.622e-03, eta: 18:48:52, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4928, top5_acc: 0.7394, loss_cls: 5.9885, loss: 5.9885 2025-08-18 15:10:02,961 - pyskl - INFO - Epoch [133][5400/7492] lr: 1.619e-03, eta: 18:48:00, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4759, top5_acc: 0.7466, loss_cls: 6.0120, loss: 6.0120 2025-08-18 15:10:55,701 - pyskl - INFO - Epoch [133][5500/7492] lr: 1.617e-03, eta: 18:47:08, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4834, top5_acc: 0.7309, loss_cls: 5.9883, loss: 5.9883 2025-08-18 15:11:47,761 - pyskl - INFO - Epoch [133][5600/7492] lr: 1.614e-03, eta: 18:46:15, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4800, top5_acc: 0.7322, loss_cls: 5.9289, loss: 5.9289 2025-08-18 15:12:40,240 - pyskl - INFO - Epoch [133][5700/7492] lr: 1.612e-03, eta: 18:45:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4881, top5_acc: 0.7412, loss_cls: 6.0061, loss: 6.0061 2025-08-18 15:13:32,446 - pyskl - INFO - Epoch [133][5800/7492] lr: 1.609e-03, eta: 18:44:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4759, top5_acc: 0.7381, loss_cls: 5.9932, loss: 5.9932 2025-08-18 15:14:24,778 - pyskl - INFO - Epoch [133][5900/7492] lr: 1.607e-03, eta: 18:43:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4894, top5_acc: 0.7294, loss_cls: 6.0312, loss: 6.0312 2025-08-18 15:15:17,370 - pyskl - INFO - Epoch [133][6000/7492] lr: 1.605e-03, eta: 18:42:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4809, top5_acc: 0.7312, loss_cls: 5.9998, loss: 5.9998 2025-08-18 15:16:10,041 - pyskl - INFO - Epoch [133][6100/7492] lr: 1.602e-03, eta: 18:41:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4797, top5_acc: 0.7347, loss_cls: 6.0159, loss: 6.0159 2025-08-18 15:17:02,579 - pyskl - INFO - Epoch [133][6200/7492] lr: 1.600e-03, eta: 18:41:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4884, top5_acc: 0.7419, loss_cls: 5.9158, loss: 5.9158 2025-08-18 15:17:54,851 - pyskl - INFO - Epoch [133][6300/7492] lr: 1.597e-03, eta: 18:40:09, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4681, top5_acc: 0.7247, loss_cls: 6.0250, loss: 6.0250 2025-08-18 15:18:47,264 - pyskl - INFO - Epoch [133][6400/7492] lr: 1.595e-03, eta: 18:39:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4853, top5_acc: 0.7453, loss_cls: 5.9455, loss: 5.9455 2025-08-18 15:19:39,953 - pyskl - INFO - Epoch [133][6500/7492] lr: 1.592e-03, eta: 18:38:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4841, top5_acc: 0.7381, loss_cls: 5.9753, loss: 5.9753 2025-08-18 15:20:32,479 - pyskl - INFO - Epoch [133][6600/7492] lr: 1.590e-03, eta: 18:37:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4794, top5_acc: 0.7341, loss_cls: 5.9332, loss: 5.9332 2025-08-18 15:21:24,946 - pyskl - INFO - Epoch [133][6700/7492] lr: 1.587e-03, eta: 18:36:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4741, top5_acc: 0.7291, loss_cls: 6.0030, loss: 6.0030 2025-08-18 15:22:17,451 - pyskl - INFO - Epoch [133][6800/7492] lr: 1.585e-03, eta: 18:35:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5019, top5_acc: 0.7572, loss_cls: 5.7360, loss: 5.7360 2025-08-18 15:23:09,910 - pyskl - INFO - Epoch [133][6900/7492] lr: 1.582e-03, eta: 18:34:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4766, top5_acc: 0.7344, loss_cls: 5.9666, loss: 5.9666 2025-08-18 15:24:02,183 - pyskl - INFO - Epoch [133][7000/7492] lr: 1.580e-03, eta: 18:34:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4697, top5_acc: 0.7266, loss_cls: 6.0663, loss: 6.0663 2025-08-18 15:24:54,630 - pyskl - INFO - Epoch [133][7100/7492] lr: 1.578e-03, eta: 18:33:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4869, top5_acc: 0.7412, loss_cls: 5.9117, loss: 5.9117 2025-08-18 15:25:47,269 - pyskl - INFO - Epoch [133][7200/7492] lr: 1.575e-03, eta: 18:32:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 5.9231, loss: 5.9231 2025-08-18 15:26:39,494 - pyskl - INFO - Epoch [133][7300/7492] lr: 1.573e-03, eta: 18:31:27, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4841, top5_acc: 0.7397, loss_cls: 5.9902, loss: 5.9902 2025-08-18 15:27:32,193 - pyskl - INFO - Epoch [133][7400/7492] lr: 1.570e-03, eta: 18:30:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4741, top5_acc: 0.7353, loss_cls: 5.9436, loss: 5.9436 2025-08-18 15:28:21,231 - pyskl - INFO - Saving checkpoint at 133 epochs 2025-08-18 15:29:15,293 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 15:29:16,035 - pyskl - INFO - top1_acc 0.4051 top5_acc 0.6627 2025-08-18 15:29:16,036 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 15:29:16,076 - pyskl - INFO - mean_acc 0.4049 2025-08-18 15:29:16,147 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_130.pth was removed 2025-08-18 15:29:17,248 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_133.pth. 2025-08-18 15:29:17,249 - pyskl - INFO - Best top1_acc is 0.4051 at 133 epoch. 2025-08-18 15:29:17,278 - pyskl - INFO - Epoch(val) [133][617] top1_acc: 0.4051, top5_acc: 0.6627, mean_class_accuracy: 0.4049 2025-08-18 15:30:40,155 - pyskl - INFO - Epoch [134][100/7492] lr: 1.566e-03, eta: 18:28:52, time: 0.829, data_time: 0.299, memory: 13026, top1_acc: 0.5122, top5_acc: 0.7619, loss_cls: 5.6990, loss: 5.6990 2025-08-18 15:31:32,190 - pyskl - INFO - Epoch [134][200/7492] lr: 1.563e-03, eta: 18:28:00, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5141, top5_acc: 0.7650, loss_cls: 5.7606, loss: 5.7606 2025-08-18 15:32:24,206 - pyskl - INFO - Epoch [134][300/7492] lr: 1.561e-03, eta: 18:27:07, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5150, top5_acc: 0.7456, loss_cls: 5.8524, loss: 5.8524 2025-08-18 15:33:16,572 - pyskl - INFO - Epoch [134][400/7492] lr: 1.558e-03, eta: 18:26:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5066, top5_acc: 0.7484, loss_cls: 5.8147, loss: 5.8147 2025-08-18 15:34:08,753 - pyskl - INFO - Epoch [134][500/7492] lr: 1.556e-03, eta: 18:25:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5062, top5_acc: 0.7425, loss_cls: 5.8665, loss: 5.8665 2025-08-18 15:35:01,161 - pyskl - INFO - Epoch [134][600/7492] lr: 1.553e-03, eta: 18:24:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5069, top5_acc: 0.7553, loss_cls: 5.7370, loss: 5.7370 2025-08-18 15:35:53,847 - pyskl - INFO - Epoch [134][700/7492] lr: 1.551e-03, eta: 18:23:38, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4872, top5_acc: 0.7459, loss_cls: 5.8639, loss: 5.8639 2025-08-18 15:36:45,820 - pyskl - INFO - Epoch [134][800/7492] lr: 1.549e-03, eta: 18:22:46, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4994, top5_acc: 0.7512, loss_cls: 5.8850, loss: 5.8850 2025-08-18 15:37:38,252 - pyskl - INFO - Epoch [134][900/7492] lr: 1.546e-03, eta: 18:21:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 5.8738, loss: 5.8738 2025-08-18 15:38:31,449 - pyskl - INFO - Epoch [134][1000/7492] lr: 1.544e-03, eta: 18:21:02, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.4994, top5_acc: 0.7497, loss_cls: 5.9076, loss: 5.9076 2025-08-18 15:39:24,146 - pyskl - INFO - Epoch [134][1100/7492] lr: 1.541e-03, eta: 18:20:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4897, top5_acc: 0.7403, loss_cls: 5.8260, loss: 5.8260 2025-08-18 15:40:16,623 - pyskl - INFO - Epoch [134][1200/7492] lr: 1.539e-03, eta: 18:19:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4897, top5_acc: 0.7350, loss_cls: 5.8804, loss: 5.8804 2025-08-18 15:41:08,625 - pyskl - INFO - Epoch [134][1300/7492] lr: 1.536e-03, eta: 18:18:25, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4913, top5_acc: 0.7359, loss_cls: 5.8851, loss: 5.8851 2025-08-18 15:42:00,463 - pyskl - INFO - Epoch [134][1400/7492] lr: 1.534e-03, eta: 18:17:32, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.4938, top5_acc: 0.7478, loss_cls: 5.8645, loss: 5.8645 2025-08-18 15:42:52,680 - pyskl - INFO - Epoch [134][1500/7492] lr: 1.532e-03, eta: 18:16:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4816, top5_acc: 0.7412, loss_cls: 5.9383, loss: 5.9383 2025-08-18 15:43:45,068 - pyskl - INFO - Epoch [134][1600/7492] lr: 1.529e-03, eta: 18:15:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4919, top5_acc: 0.7462, loss_cls: 5.8451, loss: 5.8451 2025-08-18 15:44:36,918 - pyskl - INFO - Epoch [134][1700/7492] lr: 1.527e-03, eta: 18:14:56, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.4803, top5_acc: 0.7409, loss_cls: 5.9347, loss: 5.9347 2025-08-18 15:45:29,336 - pyskl - INFO - Epoch [134][1800/7492] lr: 1.524e-03, eta: 18:14:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5025, top5_acc: 0.7525, loss_cls: 5.8442, loss: 5.8442 2025-08-18 15:46:21,563 - pyskl - INFO - Epoch [134][1900/7492] lr: 1.522e-03, eta: 18:13:11, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5069, top5_acc: 0.7575, loss_cls: 5.7676, loss: 5.7676 2025-08-18 15:47:13,846 - pyskl - INFO - Epoch [134][2000/7492] lr: 1.520e-03, eta: 18:12:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5019, top5_acc: 0.7569, loss_cls: 5.8169, loss: 5.8169 2025-08-18 15:48:06,354 - pyskl - INFO - Epoch [134][2100/7492] lr: 1.517e-03, eta: 18:11:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4906, top5_acc: 0.7412, loss_cls: 5.9395, loss: 5.9395 2025-08-18 15:48:58,476 - pyskl - INFO - Epoch [134][2200/7492] lr: 1.515e-03, eta: 18:10:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 5.8036, loss: 5.8036 2025-08-18 15:49:50,790 - pyskl - INFO - Epoch [134][2300/7492] lr: 1.512e-03, eta: 18:09:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5031, top5_acc: 0.7566, loss_cls: 5.7728, loss: 5.7728 2025-08-18 15:50:43,304 - pyskl - INFO - Epoch [134][2400/7492] lr: 1.510e-03, eta: 18:08:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4819, top5_acc: 0.7434, loss_cls: 5.9555, loss: 5.9555 2025-08-18 15:51:35,580 - pyskl - INFO - Epoch [134][2500/7492] lr: 1.508e-03, eta: 18:07:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4747, top5_acc: 0.7316, loss_cls: 5.9877, loss: 5.9877 2025-08-18 15:52:27,912 - pyskl - INFO - Epoch [134][2600/7492] lr: 1.505e-03, eta: 18:07:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4784, top5_acc: 0.7422, loss_cls: 6.0626, loss: 6.0626 2025-08-18 15:53:20,316 - pyskl - INFO - Epoch [134][2700/7492] lr: 1.503e-03, eta: 18:06:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4931, top5_acc: 0.7416, loss_cls: 5.8386, loss: 5.8386 2025-08-18 15:54:12,677 - pyskl - INFO - Epoch [134][2800/7492] lr: 1.500e-03, eta: 18:05:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4906, top5_acc: 0.7428, loss_cls: 5.8604, loss: 5.8604 2025-08-18 15:55:04,905 - pyskl - INFO - Epoch [134][2900/7492] lr: 1.498e-03, eta: 18:04:28, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4847, top5_acc: 0.7416, loss_cls: 5.9138, loss: 5.9138 2025-08-18 15:55:57,296 - pyskl - INFO - Epoch [134][3000/7492] lr: 1.496e-03, eta: 18:03:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4913, top5_acc: 0.7375, loss_cls: 5.8298, loss: 5.8298 2025-08-18 15:56:49,731 - pyskl - INFO - Epoch [134][3100/7492] lr: 1.493e-03, eta: 18:02:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4856, top5_acc: 0.7384, loss_cls: 5.9627, loss: 5.9627 2025-08-18 15:57:42,513 - pyskl - INFO - Epoch [134][3200/7492] lr: 1.491e-03, eta: 18:01:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4847, top5_acc: 0.7406, loss_cls: 5.8655, loss: 5.8655 2025-08-18 15:58:35,098 - pyskl - INFO - Epoch [134][3300/7492] lr: 1.489e-03, eta: 18:00:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4844, top5_acc: 0.7403, loss_cls: 5.9042, loss: 5.9042 2025-08-18 15:59:27,611 - pyskl - INFO - Epoch [134][3400/7492] lr: 1.486e-03, eta: 18:00:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4922, top5_acc: 0.7369, loss_cls: 5.9111, loss: 5.9111 2025-08-18 16:00:20,314 - pyskl - INFO - Epoch [134][3500/7492] lr: 1.484e-03, eta: 17:59:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4828, top5_acc: 0.7284, loss_cls: 5.9669, loss: 5.9669 2025-08-18 16:01:13,119 - pyskl - INFO - Epoch [134][3600/7492] lr: 1.481e-03, eta: 17:58:23, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5006, top5_acc: 0.7431, loss_cls: 5.8687, loss: 5.8687 2025-08-18 16:02:05,897 - pyskl - INFO - Epoch [134][3700/7492] lr: 1.479e-03, eta: 17:57:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4834, top5_acc: 0.7347, loss_cls: 5.8920, loss: 5.8920 2025-08-18 16:02:58,499 - pyskl - INFO - Epoch [134][3800/7492] lr: 1.477e-03, eta: 17:56:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5016, top5_acc: 0.7534, loss_cls: 5.7898, loss: 5.7898 2025-08-18 16:03:51,062 - pyskl - INFO - Epoch [134][3900/7492] lr: 1.474e-03, eta: 17:55:46, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4803, top5_acc: 0.7350, loss_cls: 5.9992, loss: 5.9992 2025-08-18 16:04:43,542 - pyskl - INFO - Epoch [134][4000/7492] lr: 1.472e-03, eta: 17:54:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5006, top5_acc: 0.7384, loss_cls: 5.8502, loss: 5.8502 2025-08-18 16:05:36,100 - pyskl - INFO - Epoch [134][4100/7492] lr: 1.470e-03, eta: 17:54:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4906, top5_acc: 0.7459, loss_cls: 5.8876, loss: 5.8876 2025-08-18 16:06:28,789 - pyskl - INFO - Epoch [134][4200/7492] lr: 1.467e-03, eta: 17:53:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4791, top5_acc: 0.7328, loss_cls: 6.0076, loss: 6.0076 2025-08-18 16:07:21,482 - pyskl - INFO - Epoch [134][4300/7492] lr: 1.465e-03, eta: 17:52:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4850, top5_acc: 0.7550, loss_cls: 5.9707, loss: 5.9707 2025-08-18 16:08:14,200 - pyskl - INFO - Epoch [134][4400/7492] lr: 1.463e-03, eta: 17:51:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5009, top5_acc: 0.7544, loss_cls: 5.7927, loss: 5.7927 2025-08-18 16:09:06,783 - pyskl - INFO - Epoch [134][4500/7492] lr: 1.460e-03, eta: 17:50:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5003, top5_acc: 0.7400, loss_cls: 5.8778, loss: 5.8778 2025-08-18 16:09:59,427 - pyskl - INFO - Epoch [134][4600/7492] lr: 1.458e-03, eta: 17:49:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4978, top5_acc: 0.7428, loss_cls: 5.8651, loss: 5.8651 2025-08-18 16:10:52,108 - pyskl - INFO - Epoch [134][4700/7492] lr: 1.456e-03, eta: 17:48:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4856, top5_acc: 0.7484, loss_cls: 5.8451, loss: 5.8451 2025-08-18 16:11:44,825 - pyskl - INFO - Epoch [134][4800/7492] lr: 1.453e-03, eta: 17:47:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4659, top5_acc: 0.7309, loss_cls: 5.9671, loss: 5.9671 2025-08-18 16:12:37,466 - pyskl - INFO - Epoch [134][4900/7492] lr: 1.451e-03, eta: 17:47:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4806, top5_acc: 0.7375, loss_cls: 5.9576, loss: 5.9576 2025-08-18 16:13:30,363 - pyskl - INFO - Epoch [134][5000/7492] lr: 1.448e-03, eta: 17:46:11, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4809, top5_acc: 0.7462, loss_cls: 5.8558, loss: 5.8558 2025-08-18 16:14:23,051 - pyskl - INFO - Epoch [134][5100/7492] lr: 1.446e-03, eta: 17:45:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4778, top5_acc: 0.7331, loss_cls: 5.9795, loss: 5.9795 2025-08-18 16:15:15,972 - pyskl - INFO - Epoch [134][5200/7492] lr: 1.444e-03, eta: 17:44:27, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4831, top5_acc: 0.7400, loss_cls: 5.9267, loss: 5.9267 2025-08-18 16:16:08,603 - pyskl - INFO - Epoch [134][5300/7492] lr: 1.441e-03, eta: 17:43:35, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5059, top5_acc: 0.7534, loss_cls: 5.8440, loss: 5.8440 2025-08-18 16:17:01,563 - pyskl - INFO - Epoch [134][5400/7492] lr: 1.439e-03, eta: 17:42:43, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4850, top5_acc: 0.7425, loss_cls: 5.8210, loss: 5.8210 2025-08-18 16:17:54,394 - pyskl - INFO - Epoch [134][5500/7492] lr: 1.437e-03, eta: 17:41:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4850, top5_acc: 0.7456, loss_cls: 5.8806, loss: 5.8806 2025-08-18 16:18:46,864 - pyskl - INFO - Epoch [134][5600/7492] lr: 1.434e-03, eta: 17:40:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4838, top5_acc: 0.7488, loss_cls: 5.9193, loss: 5.9193 2025-08-18 16:19:39,636 - pyskl - INFO - Epoch [134][5700/7492] lr: 1.432e-03, eta: 17:40:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4744, top5_acc: 0.7316, loss_cls: 5.9250, loss: 5.9250 2025-08-18 16:20:32,282 - pyskl - INFO - Epoch [134][5800/7492] lr: 1.430e-03, eta: 17:39:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4903, top5_acc: 0.7306, loss_cls: 5.9328, loss: 5.9328 2025-08-18 16:21:25,183 - pyskl - INFO - Epoch [134][5900/7492] lr: 1.427e-03, eta: 17:38:21, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.4906, top5_acc: 0.7353, loss_cls: 5.9395, loss: 5.9395 2025-08-18 16:22:17,805 - pyskl - INFO - Epoch [134][6000/7492] lr: 1.425e-03, eta: 17:37:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4928, top5_acc: 0.7538, loss_cls: 5.8627, loss: 5.8627 2025-08-18 16:23:10,610 - pyskl - INFO - Epoch [134][6100/7492] lr: 1.423e-03, eta: 17:36:37, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4856, top5_acc: 0.7441, loss_cls: 5.9210, loss: 5.9210 2025-08-18 16:24:03,398 - pyskl - INFO - Epoch [134][6200/7492] lr: 1.420e-03, eta: 17:35:45, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4872, top5_acc: 0.7372, loss_cls: 5.9177, loss: 5.9177 2025-08-18 16:24:56,178 - pyskl - INFO - Epoch [134][6300/7492] lr: 1.418e-03, eta: 17:34:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4916, top5_acc: 0.7375, loss_cls: 5.8616, loss: 5.8616 2025-08-18 16:25:48,926 - pyskl - INFO - Epoch [134][6400/7492] lr: 1.416e-03, eta: 17:34:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4866, top5_acc: 0.7475, loss_cls: 5.8593, loss: 5.8593 2025-08-18 16:26:41,880 - pyskl - INFO - Epoch [134][6500/7492] lr: 1.414e-03, eta: 17:33:08, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.4716, top5_acc: 0.7431, loss_cls: 5.8520, loss: 5.8520 2025-08-18 16:27:34,682 - pyskl - INFO - Epoch [134][6600/7492] lr: 1.411e-03, eta: 17:32:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4844, top5_acc: 0.7459, loss_cls: 5.9426, loss: 5.9426 2025-08-18 16:28:27,422 - pyskl - INFO - Epoch [134][6700/7492] lr: 1.409e-03, eta: 17:31:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4866, top5_acc: 0.7534, loss_cls: 5.8149, loss: 5.8149 2025-08-18 16:29:19,940 - pyskl - INFO - Epoch [134][6800/7492] lr: 1.407e-03, eta: 17:30:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5050, top5_acc: 0.7450, loss_cls: 5.7580, loss: 5.7580 2025-08-18 16:30:12,391 - pyskl - INFO - Epoch [134][6900/7492] lr: 1.404e-03, eta: 17:29:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4919, top5_acc: 0.7550, loss_cls: 5.9248, loss: 5.9248 2025-08-18 16:31:04,752 - pyskl - INFO - Epoch [134][7000/7492] lr: 1.402e-03, eta: 17:28:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4972, top5_acc: 0.7478, loss_cls: 5.8625, loss: 5.8625 2025-08-18 16:31:57,042 - pyskl - INFO - Epoch [134][7100/7492] lr: 1.400e-03, eta: 17:27:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4838, top5_acc: 0.7381, loss_cls: 5.9085, loss: 5.9085 2025-08-18 16:32:49,567 - pyskl - INFO - Epoch [134][7200/7492] lr: 1.397e-03, eta: 17:27:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4834, top5_acc: 0.7347, loss_cls: 6.0395, loss: 6.0395 2025-08-18 16:33:42,094 - pyskl - INFO - Epoch [134][7300/7492] lr: 1.395e-03, eta: 17:26:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4769, top5_acc: 0.7359, loss_cls: 5.9313, loss: 5.9313 2025-08-18 16:34:34,498 - pyskl - INFO - Epoch [134][7400/7492] lr: 1.393e-03, eta: 17:25:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4922, top5_acc: 0.7378, loss_cls: 5.9085, loss: 5.9085 2025-08-18 16:35:23,934 - pyskl - INFO - Saving checkpoint at 134 epochs 2025-08-18 16:36:18,996 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 16:36:19,733 - pyskl - INFO - top1_acc 0.4119 top5_acc 0.6657 2025-08-18 16:36:19,734 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 16:36:19,773 - pyskl - INFO - mean_acc 0.4117 2025-08-18 16:36:19,851 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_133.pth was removed 2025-08-18 16:36:20,963 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_134.pth. 2025-08-18 16:36:20,964 - pyskl - INFO - Best top1_acc is 0.4119 at 134 epoch. 2025-08-18 16:36:20,979 - pyskl - INFO - Epoch(val) [134][617] top1_acc: 0.4119, top5_acc: 0.6657, mean_class_accuracy: 0.4117 2025-08-18 16:37:43,986 - pyskl - INFO - Epoch [135][100/7492] lr: 1.388e-03, eta: 17:23:35, time: 0.830, data_time: 0.296, memory: 13026, top1_acc: 0.5000, top5_acc: 0.7494, loss_cls: 5.7446, loss: 5.7446 2025-08-18 16:38:36,274 - pyskl - INFO - Epoch [135][200/7492] lr: 1.386e-03, eta: 17:22:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5106, top5_acc: 0.7650, loss_cls: 5.7213, loss: 5.7213 2025-08-18 16:39:28,699 - pyskl - INFO - Epoch [135][300/7492] lr: 1.384e-03, eta: 17:21:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5028, top5_acc: 0.7578, loss_cls: 5.8204, loss: 5.8204 2025-08-18 16:40:20,943 - pyskl - INFO - Epoch [135][400/7492] lr: 1.381e-03, eta: 17:20:59, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4894, top5_acc: 0.7484, loss_cls: 5.7973, loss: 5.7973 2025-08-18 16:41:13,229 - pyskl - INFO - Epoch [135][500/7492] lr: 1.379e-03, eta: 17:20:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4931, top5_acc: 0.7569, loss_cls: 5.8127, loss: 5.8127 2025-08-18 16:42:05,607 - pyskl - INFO - Epoch [135][600/7492] lr: 1.377e-03, eta: 17:19:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4944, top5_acc: 0.7547, loss_cls: 5.7370, loss: 5.7370 2025-08-18 16:42:58,279 - pyskl - INFO - Epoch [135][700/7492] lr: 1.375e-03, eta: 17:18:22, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4963, top5_acc: 0.7550, loss_cls: 5.8232, loss: 5.8232 2025-08-18 16:43:50,641 - pyskl - INFO - Epoch [135][800/7492] lr: 1.372e-03, eta: 17:17:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5041, top5_acc: 0.7459, loss_cls: 5.9111, loss: 5.9111 2025-08-18 16:44:43,372 - pyskl - INFO - Epoch [135][900/7492] lr: 1.370e-03, eta: 17:16:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5041, top5_acc: 0.7625, loss_cls: 5.7534, loss: 5.7534 2025-08-18 16:45:35,692 - pyskl - INFO - Epoch [135][1000/7492] lr: 1.368e-03, eta: 17:15:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5122, top5_acc: 0.7634, loss_cls: 5.6736, loss: 5.6736 2025-08-18 16:46:28,090 - pyskl - INFO - Epoch [135][1100/7492] lr: 1.365e-03, eta: 17:14:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5203, top5_acc: 0.7541, loss_cls: 5.8356, loss: 5.8356 2025-08-18 16:47:20,626 - pyskl - INFO - Epoch [135][1200/7492] lr: 1.363e-03, eta: 17:14:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5191, top5_acc: 0.7628, loss_cls: 5.6542, loss: 5.6542 2025-08-18 16:48:13,240 - pyskl - INFO - Epoch [135][1300/7492] lr: 1.361e-03, eta: 17:13:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5028, top5_acc: 0.7556, loss_cls: 5.8196, loss: 5.8196 2025-08-18 16:49:05,626 - pyskl - INFO - Epoch [135][1400/7492] lr: 1.359e-03, eta: 17:12:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5081, top5_acc: 0.7588, loss_cls: 5.7178, loss: 5.7178 2025-08-18 16:49:58,114 - pyskl - INFO - Epoch [135][1500/7492] lr: 1.356e-03, eta: 17:11:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5097, top5_acc: 0.7519, loss_cls: 5.7981, loss: 5.7981 2025-08-18 16:50:50,662 - pyskl - INFO - Epoch [135][1600/7492] lr: 1.354e-03, eta: 17:10:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5091, top5_acc: 0.7631, loss_cls: 5.7794, loss: 5.7794 2025-08-18 16:51:43,286 - pyskl - INFO - Epoch [135][1700/7492] lr: 1.352e-03, eta: 17:09:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5000, top5_acc: 0.7512, loss_cls: 5.8325, loss: 5.8325 2025-08-18 16:52:35,914 - pyskl - INFO - Epoch [135][1800/7492] lr: 1.350e-03, eta: 17:08:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4756, top5_acc: 0.7516, loss_cls: 5.9282, loss: 5.9282 2025-08-18 16:53:28,308 - pyskl - INFO - Epoch [135][1900/7492] lr: 1.347e-03, eta: 17:07:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5000, top5_acc: 0.7491, loss_cls: 5.8634, loss: 5.8634 2025-08-18 16:54:21,129 - pyskl - INFO - Epoch [135][2000/7492] lr: 1.345e-03, eta: 17:07:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5016, top5_acc: 0.7512, loss_cls: 5.8500, loss: 5.8500 2025-08-18 16:55:13,489 - pyskl - INFO - Epoch [135][2100/7492] lr: 1.343e-03, eta: 17:06:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4963, top5_acc: 0.7528, loss_cls: 5.8556, loss: 5.8556 2025-08-18 16:56:06,075 - pyskl - INFO - Epoch [135][2200/7492] lr: 1.340e-03, eta: 17:05:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4934, top5_acc: 0.7447, loss_cls: 5.8326, loss: 5.8326 2025-08-18 16:56:58,544 - pyskl - INFO - Epoch [135][2300/7492] lr: 1.338e-03, eta: 17:04:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4997, top5_acc: 0.7447, loss_cls: 5.8035, loss: 5.8035 2025-08-18 16:57:51,096 - pyskl - INFO - Epoch [135][2400/7492] lr: 1.336e-03, eta: 17:03:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5003, top5_acc: 0.7459, loss_cls: 5.8913, loss: 5.8913 2025-08-18 16:58:43,778 - pyskl - INFO - Epoch [135][2500/7492] lr: 1.334e-03, eta: 17:02:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4966, top5_acc: 0.7406, loss_cls: 5.9358, loss: 5.9358 2025-08-18 16:59:36,223 - pyskl - INFO - Epoch [135][2600/7492] lr: 1.331e-03, eta: 17:01:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4847, top5_acc: 0.7469, loss_cls: 5.8499, loss: 5.8499 2025-08-18 17:00:28,556 - pyskl - INFO - Epoch [135][2700/7492] lr: 1.329e-03, eta: 17:00:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4913, top5_acc: 0.7416, loss_cls: 5.9275, loss: 5.9275 2025-08-18 17:01:20,832 - pyskl - INFO - Epoch [135][2800/7492] lr: 1.327e-03, eta: 17:00:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5006, top5_acc: 0.7503, loss_cls: 5.8559, loss: 5.8559 2025-08-18 17:02:13,608 - pyskl - INFO - Epoch [135][2900/7492] lr: 1.325e-03, eta: 16:59:12, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5116, top5_acc: 0.7619, loss_cls: 5.8133, loss: 5.8133 2025-08-18 17:03:05,895 - pyskl - INFO - Epoch [135][3000/7492] lr: 1.322e-03, eta: 16:58:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4944, top5_acc: 0.7397, loss_cls: 5.8684, loss: 5.8684 2025-08-18 17:03:58,521 - pyskl - INFO - Epoch [135][3100/7492] lr: 1.320e-03, eta: 16:57:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4703, top5_acc: 0.7319, loss_cls: 6.0212, loss: 6.0212 2025-08-18 17:04:50,968 - pyskl - INFO - Epoch [135][3200/7492] lr: 1.318e-03, eta: 16:56:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5022, top5_acc: 0.7528, loss_cls: 5.8411, loss: 5.8411 2025-08-18 17:05:43,751 - pyskl - INFO - Epoch [135][3300/7492] lr: 1.316e-03, eta: 16:55:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5022, top5_acc: 0.7631, loss_cls: 5.8158, loss: 5.8158 2025-08-18 17:06:36,339 - pyskl - INFO - Epoch [135][3400/7492] lr: 1.314e-03, eta: 16:54:51, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5119, top5_acc: 0.7581, loss_cls: 5.8252, loss: 5.8252 2025-08-18 17:07:29,071 - pyskl - INFO - Epoch [135][3500/7492] lr: 1.311e-03, eta: 16:53:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5119, top5_acc: 0.7531, loss_cls: 5.8246, loss: 5.8246 2025-08-18 17:08:21,711 - pyskl - INFO - Epoch [135][3600/7492] lr: 1.309e-03, eta: 16:53:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5044, top5_acc: 0.7503, loss_cls: 5.6603, loss: 5.6603 2025-08-18 17:09:14,328 - pyskl - INFO - Epoch [135][3700/7492] lr: 1.307e-03, eta: 16:52:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4856, top5_acc: 0.7412, loss_cls: 5.7696, loss: 5.7696 2025-08-18 17:10:06,788 - pyskl - INFO - Epoch [135][3800/7492] lr: 1.305e-03, eta: 16:51:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5078, top5_acc: 0.7519, loss_cls: 5.7820, loss: 5.7820 2025-08-18 17:10:59,504 - pyskl - INFO - Epoch [135][3900/7492] lr: 1.302e-03, eta: 16:50:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5025, top5_acc: 0.7519, loss_cls: 5.7911, loss: 5.7911 2025-08-18 17:11:52,097 - pyskl - INFO - Epoch [135][4000/7492] lr: 1.300e-03, eta: 16:49:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4947, top5_acc: 0.7447, loss_cls: 5.8179, loss: 5.8179 2025-08-18 17:12:44,656 - pyskl - INFO - Epoch [135][4100/7492] lr: 1.298e-03, eta: 16:48:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4938, top5_acc: 0.7472, loss_cls: 5.8422, loss: 5.8422 2025-08-18 17:13:37,373 - pyskl - INFO - Epoch [135][4200/7492] lr: 1.296e-03, eta: 16:47:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4959, top5_acc: 0.7425, loss_cls: 5.8428, loss: 5.8428 2025-08-18 17:14:29,829 - pyskl - INFO - Epoch [135][4300/7492] lr: 1.293e-03, eta: 16:47:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4944, top5_acc: 0.7525, loss_cls: 5.7854, loss: 5.7854 2025-08-18 17:15:22,198 - pyskl - INFO - Epoch [135][4400/7492] lr: 1.291e-03, eta: 16:46:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5012, top5_acc: 0.7444, loss_cls: 5.8451, loss: 5.8451 2025-08-18 17:16:14,775 - pyskl - INFO - Epoch [135][4500/7492] lr: 1.289e-03, eta: 16:45:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5053, top5_acc: 0.7603, loss_cls: 5.7695, loss: 5.7695 2025-08-18 17:17:07,280 - pyskl - INFO - Epoch [135][4600/7492] lr: 1.287e-03, eta: 16:44:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4922, top5_acc: 0.7441, loss_cls: 5.9214, loss: 5.9214 2025-08-18 17:17:59,677 - pyskl - INFO - Epoch [135][4700/7492] lr: 1.285e-03, eta: 16:43:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4956, top5_acc: 0.7550, loss_cls: 5.7354, loss: 5.7354 2025-08-18 17:18:52,153 - pyskl - INFO - Epoch [135][4800/7492] lr: 1.282e-03, eta: 16:42:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4916, top5_acc: 0.7512, loss_cls: 5.8399, loss: 5.8399 2025-08-18 17:19:44,735 - pyskl - INFO - Epoch [135][4900/7492] lr: 1.280e-03, eta: 16:41:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4934, top5_acc: 0.7478, loss_cls: 5.8480, loss: 5.8480 2025-08-18 17:20:37,158 - pyskl - INFO - Epoch [135][5000/7492] lr: 1.278e-03, eta: 16:40:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4950, top5_acc: 0.7350, loss_cls: 5.8176, loss: 5.8176 2025-08-18 17:21:29,846 - pyskl - INFO - Epoch [135][5100/7492] lr: 1.276e-03, eta: 16:40:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4903, top5_acc: 0.7447, loss_cls: 5.8812, loss: 5.8812 2025-08-18 17:22:22,410 - pyskl - INFO - Epoch [135][5200/7492] lr: 1.274e-03, eta: 16:39:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4888, top5_acc: 0.7472, loss_cls: 5.8548, loss: 5.8548 2025-08-18 17:23:15,016 - pyskl - INFO - Epoch [135][5300/7492] lr: 1.271e-03, eta: 16:38:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4978, top5_acc: 0.7578, loss_cls: 5.8499, loss: 5.8499 2025-08-18 17:24:07,496 - pyskl - INFO - Epoch [135][5400/7492] lr: 1.269e-03, eta: 16:37:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4981, top5_acc: 0.7478, loss_cls: 5.8853, loss: 5.8853 2025-08-18 17:24:59,795 - pyskl - INFO - Epoch [135][5500/7492] lr: 1.267e-03, eta: 16:36:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4972, top5_acc: 0.7491, loss_cls: 5.8286, loss: 5.8286 2025-08-18 17:25:52,244 - pyskl - INFO - Epoch [135][5600/7492] lr: 1.265e-03, eta: 16:35:41, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4866, top5_acc: 0.7441, loss_cls: 5.8180, loss: 5.8180 2025-08-18 17:26:44,854 - pyskl - INFO - Epoch [135][5700/7492] lr: 1.263e-03, eta: 16:34:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4919, top5_acc: 0.7531, loss_cls: 5.8183, loss: 5.8183 2025-08-18 17:27:37,247 - pyskl - INFO - Epoch [135][5800/7492] lr: 1.260e-03, eta: 16:33:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4913, top5_acc: 0.7538, loss_cls: 5.7926, loss: 5.7926 2025-08-18 17:28:29,694 - pyskl - INFO - Epoch [135][5900/7492] lr: 1.258e-03, eta: 16:33:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4750, top5_acc: 0.7366, loss_cls: 6.0120, loss: 6.0120 2025-08-18 17:29:22,196 - pyskl - INFO - Epoch [135][6000/7492] lr: 1.256e-03, eta: 16:32:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5100, top5_acc: 0.7588, loss_cls: 5.7448, loss: 5.7448 2025-08-18 17:30:14,526 - pyskl - INFO - Epoch [135][6100/7492] lr: 1.254e-03, eta: 16:31:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5112, top5_acc: 0.7525, loss_cls: 5.7206, loss: 5.7206 2025-08-18 17:31:07,203 - pyskl - INFO - Epoch [135][6200/7492] lr: 1.252e-03, eta: 16:30:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4894, top5_acc: 0.7362, loss_cls: 5.8803, loss: 5.8803 2025-08-18 17:31:59,757 - pyskl - INFO - Epoch [135][6300/7492] lr: 1.249e-03, eta: 16:29:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5047, top5_acc: 0.7481, loss_cls: 5.8141, loss: 5.8141 2025-08-18 17:32:52,323 - pyskl - INFO - Epoch [135][6400/7492] lr: 1.247e-03, eta: 16:28:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5138, top5_acc: 0.7481, loss_cls: 5.7682, loss: 5.7682 2025-08-18 17:33:44,757 - pyskl - INFO - Epoch [135][6500/7492] lr: 1.245e-03, eta: 16:27:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4975, top5_acc: 0.7578, loss_cls: 5.8177, loss: 5.8177 2025-08-18 17:34:37,079 - pyskl - INFO - Epoch [135][6600/7492] lr: 1.243e-03, eta: 16:26:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5053, top5_acc: 0.7559, loss_cls: 5.7687, loss: 5.7687 2025-08-18 17:35:29,259 - pyskl - INFO - Epoch [135][6700/7492] lr: 1.241e-03, eta: 16:26:07, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5028, top5_acc: 0.7503, loss_cls: 5.7718, loss: 5.7718 2025-08-18 17:36:21,745 - pyskl - INFO - Epoch [135][6800/7492] lr: 1.239e-03, eta: 16:25:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5062, top5_acc: 0.7578, loss_cls: 5.7548, loss: 5.7548 2025-08-18 17:37:14,197 - pyskl - INFO - Epoch [135][6900/7492] lr: 1.236e-03, eta: 16:24:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.4969, top5_acc: 0.7506, loss_cls: 5.7420, loss: 5.7420 2025-08-18 17:38:06,662 - pyskl - INFO - Epoch [135][7000/7492] lr: 1.234e-03, eta: 16:23:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5009, top5_acc: 0.7497, loss_cls: 5.8342, loss: 5.8342 2025-08-18 17:38:59,130 - pyskl - INFO - Epoch [135][7100/7492] lr: 1.232e-03, eta: 16:22:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5047, top5_acc: 0.7541, loss_cls: 5.8051, loss: 5.8051 2025-08-18 17:39:51,607 - pyskl - INFO - Epoch [135][7200/7492] lr: 1.230e-03, eta: 16:21:45, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5012, top5_acc: 0.7450, loss_cls: 5.8659, loss: 5.8659 2025-08-18 17:40:43,938 - pyskl - INFO - Epoch [135][7300/7492] lr: 1.228e-03, eta: 16:20:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4894, top5_acc: 0.7425, loss_cls: 5.8157, loss: 5.8157 2025-08-18 17:41:36,302 - pyskl - INFO - Epoch [135][7400/7492] lr: 1.226e-03, eta: 16:20:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5012, top5_acc: 0.7472, loss_cls: 5.8146, loss: 5.8146 2025-08-18 17:42:26,143 - pyskl - INFO - Saving checkpoint at 135 epochs 2025-08-18 17:43:21,319 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 17:43:22,056 - pyskl - INFO - top1_acc 0.4144 top5_acc 0.6710 2025-08-18 17:43:22,056 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 17:43:22,097 - pyskl - INFO - mean_acc 0.4142 2025-08-18 17:43:22,166 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_134.pth was removed 2025-08-18 17:43:23,270 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_135.pth. 2025-08-18 17:43:23,271 - pyskl - INFO - Best top1_acc is 0.4144 at 135 epoch. 2025-08-18 17:43:23,289 - pyskl - INFO - Epoch(val) [135][617] top1_acc: 0.4144, top5_acc: 0.6710, mean_class_accuracy: 0.4142 2025-08-18 17:44:45,548 - pyskl - INFO - Epoch [136][100/7492] lr: 1.221e-03, eta: 16:18:18, time: 0.823, data_time: 0.296, memory: 13026, top1_acc: 0.5400, top5_acc: 0.7853, loss_cls: 5.5880, loss: 5.5880 2025-08-18 17:45:37,764 - pyskl - INFO - Epoch [136][200/7492] lr: 1.219e-03, eta: 16:17:26, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5216, top5_acc: 0.7681, loss_cls: 5.6241, loss: 5.6241 2025-08-18 17:46:30,107 - pyskl - INFO - Epoch [136][300/7492] lr: 1.217e-03, eta: 16:16:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5300, top5_acc: 0.7638, loss_cls: 5.7397, loss: 5.7397 2025-08-18 17:47:22,302 - pyskl - INFO - Epoch [136][400/7492] lr: 1.215e-03, eta: 16:15:41, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5175, top5_acc: 0.7656, loss_cls: 5.6269, loss: 5.6269 2025-08-18 17:48:14,608 - pyskl - INFO - Epoch [136][500/7492] lr: 1.213e-03, eta: 16:14:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5188, top5_acc: 0.7616, loss_cls: 5.7017, loss: 5.7017 2025-08-18 17:49:06,815 - pyskl - INFO - Epoch [136][600/7492] lr: 1.211e-03, eta: 16:13:57, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5225, top5_acc: 0.7719, loss_cls: 5.6186, loss: 5.6186 2025-08-18 17:49:59,193 - pyskl - INFO - Epoch [136][700/7492] lr: 1.209e-03, eta: 16:13:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5003, top5_acc: 0.7631, loss_cls: 5.7189, loss: 5.7189 2025-08-18 17:50:51,856 - pyskl - INFO - Epoch [136][800/7492] lr: 1.206e-03, eta: 16:12:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.4981, top5_acc: 0.7569, loss_cls: 5.7058, loss: 5.7058 2025-08-18 17:51:44,059 - pyskl - INFO - Epoch [136][900/7492] lr: 1.204e-03, eta: 16:11:20, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.4981, top5_acc: 0.7456, loss_cls: 5.7882, loss: 5.7882 2025-08-18 17:52:36,384 - pyskl - INFO - Epoch [136][1000/7492] lr: 1.202e-03, eta: 16:10:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5050, top5_acc: 0.7559, loss_cls: 5.8879, loss: 5.8879 2025-08-18 17:53:28,632 - pyskl - INFO - Epoch [136][1100/7492] lr: 1.200e-03, eta: 16:09:36, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 5.7120, loss: 5.7120 2025-08-18 17:54:20,875 - pyskl - INFO - Epoch [136][1200/7492] lr: 1.198e-03, eta: 16:08:43, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5041, top5_acc: 0.7509, loss_cls: 5.7622, loss: 5.7622 2025-08-18 17:55:12,912 - pyskl - INFO - Epoch [136][1300/7492] lr: 1.196e-03, eta: 16:07:51, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.4859, top5_acc: 0.7500, loss_cls: 5.8931, loss: 5.8931 2025-08-18 17:56:05,045 - pyskl - INFO - Epoch [136][1400/7492] lr: 1.194e-03, eta: 16:06:59, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5122, top5_acc: 0.7616, loss_cls: 5.7615, loss: 5.7615 2025-08-18 17:56:57,209 - pyskl - INFO - Epoch [136][1500/7492] lr: 1.191e-03, eta: 16:06:06, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5034, top5_acc: 0.7581, loss_cls: 5.7268, loss: 5.7268 2025-08-18 17:57:49,346 - pyskl - INFO - Epoch [136][1600/7492] lr: 1.189e-03, eta: 16:05:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5162, top5_acc: 0.7628, loss_cls: 5.7467, loss: 5.7467 2025-08-18 17:58:41,258 - pyskl - INFO - Epoch [136][1700/7492] lr: 1.187e-03, eta: 16:04:22, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.5144, top5_acc: 0.7569, loss_cls: 5.7101, loss: 5.7101 2025-08-18 17:59:33,376 - pyskl - INFO - Epoch [136][1800/7492] lr: 1.185e-03, eta: 16:03:29, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.4994, top5_acc: 0.7575, loss_cls: 5.7152, loss: 5.7152 2025-08-18 18:00:26,153 - pyskl - INFO - Epoch [136][1900/7492] lr: 1.183e-03, eta: 16:02:37, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5131, top5_acc: 0.7588, loss_cls: 5.7241, loss: 5.7241 2025-08-18 18:01:18,507 - pyskl - INFO - Epoch [136][2000/7492] lr: 1.181e-03, eta: 16:01:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4991, top5_acc: 0.7538, loss_cls: 5.7981, loss: 5.7981 2025-08-18 18:02:11,115 - pyskl - INFO - Epoch [136][2100/7492] lr: 1.179e-03, eta: 16:00:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4903, top5_acc: 0.7459, loss_cls: 5.7960, loss: 5.7960 2025-08-18 18:03:03,349 - pyskl - INFO - Epoch [136][2200/7492] lr: 1.177e-03, eta: 16:00:00, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5159, top5_acc: 0.7572, loss_cls: 5.7150, loss: 5.7150 2025-08-18 18:03:55,709 - pyskl - INFO - Epoch [136][2300/7492] lr: 1.174e-03, eta: 15:59:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5138, top5_acc: 0.7550, loss_cls: 5.7821, loss: 5.7821 2025-08-18 18:04:47,940 - pyskl - INFO - Epoch [136][2400/7492] lr: 1.172e-03, eta: 15:58:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5084, top5_acc: 0.7566, loss_cls: 5.7896, loss: 5.7896 2025-08-18 18:05:40,134 - pyskl - INFO - Epoch [136][2500/7492] lr: 1.170e-03, eta: 15:57:24, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5138, top5_acc: 0.7656, loss_cls: 5.6984, loss: 5.6984 2025-08-18 18:06:32,291 - pyskl - INFO - Epoch [136][2600/7492] lr: 1.168e-03, eta: 15:56:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5325, top5_acc: 0.7700, loss_cls: 5.6216, loss: 5.6216 2025-08-18 18:07:24,442 - pyskl - INFO - Epoch [136][2700/7492] lr: 1.166e-03, eta: 15:55:39, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5056, top5_acc: 0.7428, loss_cls: 5.8306, loss: 5.8306 2025-08-18 18:08:16,747 - pyskl - INFO - Epoch [136][2800/7492] lr: 1.164e-03, eta: 15:54:47, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5038, top5_acc: 0.7566, loss_cls: 5.6862, loss: 5.6862 2025-08-18 18:09:08,839 - pyskl - INFO - Epoch [136][2900/7492] lr: 1.162e-03, eta: 15:53:54, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5109, top5_acc: 0.7650, loss_cls: 5.7221, loss: 5.7221 2025-08-18 18:10:01,592 - pyskl - INFO - Epoch [136][3000/7492] lr: 1.160e-03, eta: 15:53:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.4953, top5_acc: 0.7491, loss_cls: 5.8378, loss: 5.8378 2025-08-18 18:10:53,826 - pyskl - INFO - Epoch [136][3100/7492] lr: 1.158e-03, eta: 15:52:10, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5022, top5_acc: 0.7500, loss_cls: 5.7499, loss: 5.7499 2025-08-18 18:11:46,524 - pyskl - INFO - Epoch [136][3200/7492] lr: 1.155e-03, eta: 15:51:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5219, top5_acc: 0.7581, loss_cls: 5.6960, loss: 5.6960 2025-08-18 18:12:39,510 - pyskl - INFO - Epoch [136][3300/7492] lr: 1.153e-03, eta: 15:50:26, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5178, top5_acc: 0.7612, loss_cls: 5.7020, loss: 5.7020 2025-08-18 18:13:32,132 - pyskl - INFO - Epoch [136][3400/7492] lr: 1.151e-03, eta: 15:49:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5100, top5_acc: 0.7631, loss_cls: 5.8018, loss: 5.8018 2025-08-18 18:14:24,981 - pyskl - INFO - Epoch [136][3500/7492] lr: 1.149e-03, eta: 15:48:41, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5022, top5_acc: 0.7531, loss_cls: 5.8488, loss: 5.8488 2025-08-18 18:15:17,833 - pyskl - INFO - Epoch [136][3600/7492] lr: 1.147e-03, eta: 15:47:49, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5166, top5_acc: 0.7531, loss_cls: 5.7365, loss: 5.7365 2025-08-18 18:16:10,320 - pyskl - INFO - Epoch [136][3700/7492] lr: 1.145e-03, eta: 15:46:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5197, top5_acc: 0.7675, loss_cls: 5.6216, loss: 5.6216 2025-08-18 18:17:02,507 - pyskl - INFO - Epoch [136][3800/7492] lr: 1.143e-03, eta: 15:46:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 5.6470, loss: 5.6470 2025-08-18 18:17:54,931 - pyskl - INFO - Epoch [136][3900/7492] lr: 1.141e-03, eta: 15:45:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5016, top5_acc: 0.7622, loss_cls: 5.7519, loss: 5.7519 2025-08-18 18:18:47,419 - pyskl - INFO - Epoch [136][4000/7492] lr: 1.139e-03, eta: 15:44:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5156, top5_acc: 0.7497, loss_cls: 5.7129, loss: 5.7129 2025-08-18 18:19:40,393 - pyskl - INFO - Epoch [136][4100/7492] lr: 1.137e-03, eta: 15:43:28, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5112, top5_acc: 0.7597, loss_cls: 5.6870, loss: 5.6870 2025-08-18 18:20:32,691 - pyskl - INFO - Epoch [136][4200/7492] lr: 1.135e-03, eta: 15:42:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5062, top5_acc: 0.7700, loss_cls: 5.7904, loss: 5.7904 2025-08-18 18:21:25,126 - pyskl - INFO - Epoch [136][4300/7492] lr: 1.132e-03, eta: 15:41:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5062, top5_acc: 0.7588, loss_cls: 5.7140, loss: 5.7140 2025-08-18 18:22:17,586 - pyskl - INFO - Epoch [136][4400/7492] lr: 1.130e-03, eta: 15:40:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5122, top5_acc: 0.7538, loss_cls: 5.7777, loss: 5.7777 2025-08-18 18:23:10,334 - pyskl - INFO - Epoch [136][4500/7492] lr: 1.128e-03, eta: 15:39:59, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5141, top5_acc: 0.7591, loss_cls: 5.8000, loss: 5.8000 2025-08-18 18:24:02,866 - pyskl - INFO - Epoch [136][4600/7492] lr: 1.126e-03, eta: 15:39:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5053, top5_acc: 0.7462, loss_cls: 5.7725, loss: 5.7725 2025-08-18 18:24:56,363 - pyskl - INFO - Epoch [136][4700/7492] lr: 1.124e-03, eta: 15:38:14, time: 0.535, data_time: 0.000, memory: 13026, top1_acc: 0.4938, top5_acc: 0.7447, loss_cls: 5.8334, loss: 5.8334 2025-08-18 18:25:48,923 - pyskl - INFO - Epoch [136][4800/7492] lr: 1.122e-03, eta: 15:37:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.4959, top5_acc: 0.7544, loss_cls: 5.7706, loss: 5.7706 2025-08-18 18:26:41,544 - pyskl - INFO - Epoch [136][4900/7492] lr: 1.120e-03, eta: 15:36:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5053, top5_acc: 0.7525, loss_cls: 5.8280, loss: 5.8280 2025-08-18 18:27:33,804 - pyskl - INFO - Epoch [136][5000/7492] lr: 1.118e-03, eta: 15:35:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5034, top5_acc: 0.7675, loss_cls: 5.7132, loss: 5.7132 2025-08-18 18:28:26,554 - pyskl - INFO - Epoch [136][5100/7492] lr: 1.116e-03, eta: 15:34:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5194, top5_acc: 0.7634, loss_cls: 5.5859, loss: 5.5859 2025-08-18 18:29:18,986 - pyskl - INFO - Epoch [136][5200/7492] lr: 1.114e-03, eta: 15:33:53, time: 0.526, data_time: 0.002, memory: 13026, top1_acc: 0.5066, top5_acc: 0.7566, loss_cls: 5.7517, loss: 5.7517 2025-08-18 18:30:11,428 - pyskl - INFO - Epoch [136][5300/7492] lr: 1.112e-03, eta: 15:33:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5019, top5_acc: 0.7647, loss_cls: 5.7447, loss: 5.7447 2025-08-18 18:31:03,504 - pyskl - INFO - Epoch [136][5400/7492] lr: 1.110e-03, eta: 15:32:08, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5034, top5_acc: 0.7497, loss_cls: 5.8033, loss: 5.8033 2025-08-18 18:31:55,822 - pyskl - INFO - Epoch [136][5500/7492] lr: 1.108e-03, eta: 15:31:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5066, top5_acc: 0.7562, loss_cls: 5.7553, loss: 5.7553 2025-08-18 18:32:48,114 - pyskl - INFO - Epoch [136][5600/7492] lr: 1.106e-03, eta: 15:30:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5094, top5_acc: 0.7603, loss_cls: 5.7618, loss: 5.7618 2025-08-18 18:33:40,360 - pyskl - INFO - Epoch [136][5700/7492] lr: 1.104e-03, eta: 15:29:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5031, top5_acc: 0.7650, loss_cls: 5.7534, loss: 5.7534 2025-08-18 18:34:32,771 - pyskl - INFO - Epoch [136][5800/7492] lr: 1.101e-03, eta: 15:28:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4953, top5_acc: 0.7466, loss_cls: 5.8127, loss: 5.8127 2025-08-18 18:35:24,880 - pyskl - INFO - Epoch [136][5900/7492] lr: 1.099e-03, eta: 15:27:47, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5112, top5_acc: 0.7722, loss_cls: 5.6735, loss: 5.6735 2025-08-18 18:36:17,231 - pyskl - INFO - Epoch [136][6000/7492] lr: 1.097e-03, eta: 15:26:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.4988, top5_acc: 0.7531, loss_cls: 5.7700, loss: 5.7700 2025-08-18 18:37:09,713 - pyskl - INFO - Epoch [136][6100/7492] lr: 1.095e-03, eta: 15:26:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5066, top5_acc: 0.7688, loss_cls: 5.6732, loss: 5.6732 2025-08-18 18:38:02,319 - pyskl - INFO - Epoch [136][6200/7492] lr: 1.093e-03, eta: 15:25:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5119, top5_acc: 0.7600, loss_cls: 5.6790, loss: 5.6790 2025-08-18 18:38:55,005 - pyskl - INFO - Epoch [136][6300/7492] lr: 1.091e-03, eta: 15:24:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5000, top5_acc: 0.7534, loss_cls: 5.7517, loss: 5.7517 2025-08-18 18:39:47,159 - pyskl - INFO - Epoch [136][6400/7492] lr: 1.089e-03, eta: 15:23:26, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5006, top5_acc: 0.7528, loss_cls: 5.7927, loss: 5.7927 2025-08-18 18:40:39,453 - pyskl - INFO - Epoch [136][6500/7492] lr: 1.087e-03, eta: 15:22:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5019, top5_acc: 0.7509, loss_cls: 5.7962, loss: 5.7962 2025-08-18 18:41:31,704 - pyskl - INFO - Epoch [136][6600/7492] lr: 1.085e-03, eta: 15:21:41, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5053, top5_acc: 0.7547, loss_cls: 5.8417, loss: 5.8417 2025-08-18 18:42:23,808 - pyskl - INFO - Epoch [136][6700/7492] lr: 1.083e-03, eta: 15:20:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5012, top5_acc: 0.7438, loss_cls: 5.7454, loss: 5.7454 2025-08-18 18:43:16,265 - pyskl - INFO - Epoch [136][6800/7492] lr: 1.081e-03, eta: 15:19:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5159, top5_acc: 0.7628, loss_cls: 5.6968, loss: 5.6968 2025-08-18 18:44:08,652 - pyskl - INFO - Epoch [136][6900/7492] lr: 1.079e-03, eta: 15:19:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4984, top5_acc: 0.7594, loss_cls: 5.7764, loss: 5.7764 2025-08-18 18:45:01,067 - pyskl - INFO - Epoch [136][7000/7492] lr: 1.077e-03, eta: 15:18:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5078, top5_acc: 0.7528, loss_cls: 5.6703, loss: 5.6703 2025-08-18 18:45:53,423 - pyskl - INFO - Epoch [136][7100/7492] lr: 1.075e-03, eta: 15:17:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4988, top5_acc: 0.7494, loss_cls: 5.8185, loss: 5.8185 2025-08-18 18:46:45,744 - pyskl - INFO - Epoch [136][7200/7492] lr: 1.073e-03, eta: 15:16:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5081, top5_acc: 0.7484, loss_cls: 5.6985, loss: 5.6985 2025-08-18 18:47:38,196 - pyskl - INFO - Epoch [136][7300/7492] lr: 1.071e-03, eta: 15:15:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5012, top5_acc: 0.7525, loss_cls: 5.8106, loss: 5.8106 2025-08-18 18:48:30,767 - pyskl - INFO - Epoch [136][7400/7492] lr: 1.069e-03, eta: 15:14:43, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5131, top5_acc: 0.7644, loss_cls: 5.7454, loss: 5.7454 2025-08-18 18:49:20,021 - pyskl - INFO - Saving checkpoint at 136 epochs 2025-08-18 18:50:15,031 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 18:50:15,790 - pyskl - INFO - top1_acc 0.4184 top5_acc 0.6742 2025-08-18 18:50:15,791 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 18:50:15,833 - pyskl - INFO - mean_acc 0.4183 2025-08-18 18:50:15,906 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_135.pth was removed 2025-08-18 18:50:17,027 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_136.pth. 2025-08-18 18:50:17,028 - pyskl - INFO - Best top1_acc is 0.4184 at 136 epoch. 2025-08-18 18:50:17,041 - pyskl - INFO - Epoch(val) [136][617] top1_acc: 0.4184, top5_acc: 0.6742, mean_class_accuracy: 0.4183 2025-08-18 18:51:38,971 - pyskl - INFO - Epoch [137][100/7492] lr: 1.065e-03, eta: 15:13:01, time: 0.819, data_time: 0.294, memory: 13026, top1_acc: 0.5341, top5_acc: 0.7766, loss_cls: 5.5018, loss: 5.5018 2025-08-18 18:52:31,052 - pyskl - INFO - Epoch [137][200/7492] lr: 1.063e-03, eta: 15:12:08, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5425, top5_acc: 0.7738, loss_cls: 5.5219, loss: 5.5219 2025-08-18 18:53:23,400 - pyskl - INFO - Epoch [137][300/7492] lr: 1.061e-03, eta: 15:11:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5116, top5_acc: 0.7662, loss_cls: 5.6693, loss: 5.6693 2025-08-18 18:54:15,466 - pyskl - INFO - Epoch [137][400/7492] lr: 1.059e-03, eta: 15:10:24, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5291, top5_acc: 0.7741, loss_cls: 5.6162, loss: 5.6162 2025-08-18 18:55:07,944 - pyskl - INFO - Epoch [137][500/7492] lr: 1.057e-03, eta: 15:09:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5084, top5_acc: 0.7584, loss_cls: 5.6710, loss: 5.6710 2025-08-18 18:56:00,432 - pyskl - INFO - Epoch [137][600/7492] lr: 1.055e-03, eta: 15:08:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5312, top5_acc: 0.7728, loss_cls: 5.6835, loss: 5.6835 2025-08-18 18:56:52,908 - pyskl - INFO - Epoch [137][700/7492] lr: 1.053e-03, eta: 15:07:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5378, top5_acc: 0.7722, loss_cls: 5.6409, loss: 5.6409 2025-08-18 18:57:45,513 - pyskl - INFO - Epoch [137][800/7492] lr: 1.051e-03, eta: 15:06:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5209, top5_acc: 0.7681, loss_cls: 5.6063, loss: 5.6063 2025-08-18 18:58:37,952 - pyskl - INFO - Epoch [137][900/7492] lr: 1.049e-03, eta: 15:06:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5228, top5_acc: 0.7691, loss_cls: 5.6328, loss: 5.6328 2025-08-18 18:59:30,460 - pyskl - INFO - Epoch [137][1000/7492] lr: 1.047e-03, eta: 15:05:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5178, top5_acc: 0.7703, loss_cls: 5.6883, loss: 5.6883 2025-08-18 19:00:22,785 - pyskl - INFO - Epoch [137][1100/7492] lr: 1.045e-03, eta: 15:04:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5256, top5_acc: 0.7741, loss_cls: 5.5325, loss: 5.5325 2025-08-18 19:01:14,969 - pyskl - INFO - Epoch [137][1200/7492] lr: 1.043e-03, eta: 15:03:26, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5144, top5_acc: 0.7675, loss_cls: 5.6668, loss: 5.6668 2025-08-18 19:02:07,134 - pyskl - INFO - Epoch [137][1300/7492] lr: 1.041e-03, eta: 15:02:33, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5088, top5_acc: 0.7619, loss_cls: 5.7253, loss: 5.7253 2025-08-18 19:02:59,346 - pyskl - INFO - Epoch [137][1400/7492] lr: 1.039e-03, eta: 15:01:41, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5181, top5_acc: 0.7731, loss_cls: 5.6958, loss: 5.6958 2025-08-18 19:03:51,660 - pyskl - INFO - Epoch [137][1500/7492] lr: 1.037e-03, eta: 15:00:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5175, top5_acc: 0.7594, loss_cls: 5.6755, loss: 5.6755 2025-08-18 19:04:44,033 - pyskl - INFO - Epoch [137][1600/7492] lr: 1.035e-03, eta: 14:59:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5122, top5_acc: 0.7703, loss_cls: 5.6987, loss: 5.6987 2025-08-18 19:05:36,470 - pyskl - INFO - Epoch [137][1700/7492] lr: 1.033e-03, eta: 14:59:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5206, top5_acc: 0.7600, loss_cls: 5.6155, loss: 5.6155 2025-08-18 19:06:29,014 - pyskl - INFO - Epoch [137][1800/7492] lr: 1.031e-03, eta: 14:58:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5122, top5_acc: 0.7659, loss_cls: 5.7047, loss: 5.7047 2025-08-18 19:07:21,408 - pyskl - INFO - Epoch [137][1900/7492] lr: 1.029e-03, eta: 14:57:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5253, top5_acc: 0.7641, loss_cls: 5.6525, loss: 5.6525 2025-08-18 19:08:13,847 - pyskl - INFO - Epoch [137][2000/7492] lr: 1.027e-03, eta: 14:56:27, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.4900, top5_acc: 0.7600, loss_cls: 5.7020, loss: 5.7020 2025-08-18 19:09:06,500 - pyskl - INFO - Epoch [137][2100/7492] lr: 1.025e-03, eta: 14:55:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5056, top5_acc: 0.7653, loss_cls: 5.7360, loss: 5.7360 2025-08-18 19:09:58,794 - pyskl - INFO - Epoch [137][2200/7492] lr: 1.023e-03, eta: 14:54:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5188, top5_acc: 0.7672, loss_cls: 5.6593, loss: 5.6593 2025-08-18 19:10:51,124 - pyskl - INFO - Epoch [137][2300/7492] lr: 1.021e-03, eta: 14:53:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5100, top5_acc: 0.7594, loss_cls: 5.6102, loss: 5.6102 2025-08-18 19:11:43,733 - pyskl - INFO - Epoch [137][2400/7492] lr: 1.019e-03, eta: 14:52:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5119, top5_acc: 0.7491, loss_cls: 5.7074, loss: 5.7074 2025-08-18 19:12:36,103 - pyskl - INFO - Epoch [137][2500/7492] lr: 1.017e-03, eta: 14:52:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5194, top5_acc: 0.7638, loss_cls: 5.7303, loss: 5.7303 2025-08-18 19:13:28,737 - pyskl - INFO - Epoch [137][2600/7492] lr: 1.015e-03, eta: 14:51:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5138, top5_acc: 0.7616, loss_cls: 5.6594, loss: 5.6594 2025-08-18 19:14:20,904 - pyskl - INFO - Epoch [137][2700/7492] lr: 1.013e-03, eta: 14:50:22, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5062, top5_acc: 0.7681, loss_cls: 5.6578, loss: 5.6578 2025-08-18 19:15:14,212 - pyskl - INFO - Epoch [137][2800/7492] lr: 1.011e-03, eta: 14:49:29, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.5156, top5_acc: 0.7622, loss_cls: 5.6694, loss: 5.6694 2025-08-18 19:16:07,016 - pyskl - INFO - Epoch [137][2900/7492] lr: 1.009e-03, eta: 14:48:37, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5000, top5_acc: 0.7588, loss_cls: 5.7257, loss: 5.7257 2025-08-18 19:16:59,612 - pyskl - INFO - Epoch [137][3000/7492] lr: 1.007e-03, eta: 14:47:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5262, top5_acc: 0.7681, loss_cls: 5.6155, loss: 5.6155 2025-08-18 19:17:52,112 - pyskl - INFO - Epoch [137][3100/7492] lr: 1.005e-03, eta: 14:46:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5153, top5_acc: 0.7647, loss_cls: 5.7254, loss: 5.7254 2025-08-18 19:18:44,973 - pyskl - INFO - Epoch [137][3200/7492] lr: 1.003e-03, eta: 14:46:01, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5056, top5_acc: 0.7647, loss_cls: 5.6732, loss: 5.6732 2025-08-18 19:19:37,809 - pyskl - INFO - Epoch [137][3300/7492] lr: 1.001e-03, eta: 14:45:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5119, top5_acc: 0.7666, loss_cls: 5.7588, loss: 5.7588 2025-08-18 19:20:30,439 - pyskl - INFO - Epoch [137][3400/7492] lr: 9.994e-04, eta: 14:44:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5153, top5_acc: 0.7666, loss_cls: 5.6910, loss: 5.6910 2025-08-18 19:21:22,848 - pyskl - INFO - Epoch [137][3500/7492] lr: 9.975e-04, eta: 14:43:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5166, top5_acc: 0.7628, loss_cls: 5.6108, loss: 5.6108 2025-08-18 19:22:15,372 - pyskl - INFO - Epoch [137][3600/7492] lr: 9.955e-04, eta: 14:42:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5238, top5_acc: 0.7650, loss_cls: 5.6468, loss: 5.6468 2025-08-18 19:23:07,907 - pyskl - INFO - Epoch [137][3700/7492] lr: 9.936e-04, eta: 14:41:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5112, top5_acc: 0.7712, loss_cls: 5.7162, loss: 5.7162 2025-08-18 19:24:00,450 - pyskl - INFO - Epoch [137][3800/7492] lr: 9.916e-04, eta: 14:40:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5294, top5_acc: 0.7756, loss_cls: 5.5829, loss: 5.5829 2025-08-18 19:24:52,806 - pyskl - INFO - Epoch [137][3900/7492] lr: 9.897e-04, eta: 14:39:55, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5069, top5_acc: 0.7634, loss_cls: 5.7745, loss: 5.7745 2025-08-18 19:25:45,201 - pyskl - INFO - Epoch [137][4000/7492] lr: 9.877e-04, eta: 14:39:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5303, top5_acc: 0.7653, loss_cls: 5.5909, loss: 5.5909 2025-08-18 19:26:37,980 - pyskl - INFO - Epoch [137][4100/7492] lr: 9.858e-04, eta: 14:38:10, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5097, top5_acc: 0.7581, loss_cls: 5.7587, loss: 5.7587 2025-08-18 19:27:30,055 - pyskl - INFO - Epoch [137][4200/7492] lr: 9.838e-04, eta: 14:37:18, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5041, top5_acc: 0.7547, loss_cls: 5.7750, loss: 5.7750 2025-08-18 19:28:22,662 - pyskl - INFO - Epoch [137][4300/7492] lr: 9.819e-04, eta: 14:36:26, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5050, top5_acc: 0.7581, loss_cls: 5.6697, loss: 5.6697 2025-08-18 19:29:15,269 - pyskl - INFO - Epoch [137][4400/7492] lr: 9.800e-04, eta: 14:35:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5203, top5_acc: 0.7647, loss_cls: 5.6860, loss: 5.6860 2025-08-18 19:30:07,797 - pyskl - INFO - Epoch [137][4500/7492] lr: 9.780e-04, eta: 14:34:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5103, top5_acc: 0.7534, loss_cls: 5.8286, loss: 5.8286 2025-08-18 19:31:00,229 - pyskl - INFO - Epoch [137][4600/7492] lr: 9.761e-04, eta: 14:33:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5069, top5_acc: 0.7584, loss_cls: 5.6889, loss: 5.6889 2025-08-18 19:31:52,888 - pyskl - INFO - Epoch [137][4700/7492] lr: 9.742e-04, eta: 14:32:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5069, top5_acc: 0.7641, loss_cls: 5.6115, loss: 5.6115 2025-08-18 19:32:45,430 - pyskl - INFO - Epoch [137][4800/7492] lr: 9.722e-04, eta: 14:32:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5197, top5_acc: 0.7609, loss_cls: 5.5973, loss: 5.5973 2025-08-18 19:33:37,979 - pyskl - INFO - Epoch [137][4900/7492] lr: 9.703e-04, eta: 14:31:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5138, top5_acc: 0.7519, loss_cls: 5.6628, loss: 5.6628 2025-08-18 19:34:30,530 - pyskl - INFO - Epoch [137][5000/7492] lr: 9.684e-04, eta: 14:30:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5172, top5_acc: 0.7681, loss_cls: 5.5421, loss: 5.5421 2025-08-18 19:35:23,204 - pyskl - INFO - Epoch [137][5100/7492] lr: 9.664e-04, eta: 14:29:28, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5081, top5_acc: 0.7656, loss_cls: 5.6162, loss: 5.6162 2025-08-18 19:36:16,266 - pyskl - INFO - Epoch [137][5200/7492] lr: 9.645e-04, eta: 14:28:35, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.5159, top5_acc: 0.7612, loss_cls: 5.6761, loss: 5.6761 2025-08-18 19:37:08,669 - pyskl - INFO - Epoch [137][5300/7492] lr: 9.626e-04, eta: 14:27:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5278, top5_acc: 0.7781, loss_cls: 5.6223, loss: 5.6223 2025-08-18 19:38:01,048 - pyskl - INFO - Epoch [137][5400/7492] lr: 9.607e-04, eta: 14:26:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5025, top5_acc: 0.7644, loss_cls: 5.6436, loss: 5.6436 2025-08-18 19:38:53,508 - pyskl - INFO - Epoch [137][5500/7492] lr: 9.588e-04, eta: 14:25:59, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5025, top5_acc: 0.7572, loss_cls: 5.7481, loss: 5.7481 2025-08-18 19:39:46,009 - pyskl - INFO - Epoch [137][5600/7492] lr: 9.569e-04, eta: 14:25:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5188, top5_acc: 0.7591, loss_cls: 5.6657, loss: 5.6657 2025-08-18 19:40:38,538 - pyskl - INFO - Epoch [137][5700/7492] lr: 9.549e-04, eta: 14:24:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5081, top5_acc: 0.7503, loss_cls: 5.7821, loss: 5.7821 2025-08-18 19:41:30,941 - pyskl - INFO - Epoch [137][5800/7492] lr: 9.530e-04, eta: 14:23:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5234, top5_acc: 0.7703, loss_cls: 5.6648, loss: 5.6648 2025-08-18 19:42:23,432 - pyskl - INFO - Epoch [137][5900/7492] lr: 9.511e-04, eta: 14:22:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5144, top5_acc: 0.7688, loss_cls: 5.7028, loss: 5.7028 2025-08-18 19:43:16,019 - pyskl - INFO - Epoch [137][6000/7492] lr: 9.492e-04, eta: 14:21:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5069, top5_acc: 0.7438, loss_cls: 5.7655, loss: 5.7655 2025-08-18 19:44:08,651 - pyskl - INFO - Epoch [137][6100/7492] lr: 9.473e-04, eta: 14:20:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5172, top5_acc: 0.7644, loss_cls: 5.6760, loss: 5.6760 2025-08-18 19:45:01,301 - pyskl - INFO - Epoch [137][6200/7492] lr: 9.454e-04, eta: 14:19:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5109, top5_acc: 0.7572, loss_cls: 5.7303, loss: 5.7303 2025-08-18 19:45:54,328 - pyskl - INFO - Epoch [137][6300/7492] lr: 9.435e-04, eta: 14:19:01, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5125, top5_acc: 0.7662, loss_cls: 5.6313, loss: 5.6313 2025-08-18 19:46:46,839 - pyskl - INFO - Epoch [137][6400/7492] lr: 9.416e-04, eta: 14:18:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5169, top5_acc: 0.7694, loss_cls: 5.6043, loss: 5.6043 2025-08-18 19:47:39,258 - pyskl - INFO - Epoch [137][6500/7492] lr: 9.397e-04, eta: 14:17:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5041, top5_acc: 0.7509, loss_cls: 5.7824, loss: 5.7824 2025-08-18 19:48:31,746 - pyskl - INFO - Epoch [137][6600/7492] lr: 9.378e-04, eta: 14:16:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5247, top5_acc: 0.7769, loss_cls: 5.5590, loss: 5.5590 2025-08-18 19:49:24,407 - pyskl - INFO - Epoch [137][6700/7492] lr: 9.359e-04, eta: 14:15:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5225, top5_acc: 0.7616, loss_cls: 5.7039, loss: 5.7039 2025-08-18 19:50:16,838 - pyskl - INFO - Epoch [137][6800/7492] lr: 9.340e-04, eta: 14:14:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5194, top5_acc: 0.7622, loss_cls: 5.6482, loss: 5.6482 2025-08-18 19:51:09,327 - pyskl - INFO - Epoch [137][6900/7492] lr: 9.321e-04, eta: 14:13:47, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5134, top5_acc: 0.7653, loss_cls: 5.7337, loss: 5.7337 2025-08-18 19:52:01,840 - pyskl - INFO - Epoch [137][7000/7492] lr: 9.302e-04, eta: 14:12:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5112, top5_acc: 0.7644, loss_cls: 5.7037, loss: 5.7037 2025-08-18 19:52:54,435 - pyskl - INFO - Epoch [137][7100/7492] lr: 9.283e-04, eta: 14:12:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5100, top5_acc: 0.7569, loss_cls: 5.7675, loss: 5.7675 2025-08-18 19:53:47,150 - pyskl - INFO - Epoch [137][7200/7492] lr: 9.265e-04, eta: 14:11:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5147, top5_acc: 0.7678, loss_cls: 5.6790, loss: 5.6790 2025-08-18 19:54:39,871 - pyskl - INFO - Epoch [137][7300/7492] lr: 9.246e-04, eta: 14:10:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5266, top5_acc: 0.7762, loss_cls: 5.5570, loss: 5.5570 2025-08-18 19:55:32,693 - pyskl - INFO - Epoch [137][7400/7492] lr: 9.227e-04, eta: 14:09:26, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5006, top5_acc: 0.7538, loss_cls: 5.7250, loss: 5.7250 2025-08-18 19:56:22,208 - pyskl - INFO - Saving checkpoint at 137 epochs 2025-08-18 19:57:15,640 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 19:57:16,389 - pyskl - INFO - top1_acc 0.4226 top5_acc 0.6751 2025-08-18 19:57:16,389 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 19:57:16,428 - pyskl - INFO - mean_acc 0.4224 2025-08-18 19:57:16,494 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_136.pth was removed 2025-08-18 19:57:17,604 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_137.pth. 2025-08-18 19:57:17,605 - pyskl - INFO - Best top1_acc is 0.4226 at 137 epoch. 2025-08-18 19:57:17,621 - pyskl - INFO - Epoch(val) [137][617] top1_acc: 0.4226, top5_acc: 0.6751, mean_class_accuracy: 0.4224 2025-08-18 19:58:39,448 - pyskl - INFO - Epoch [138][100/7492] lr: 9.191e-04, eta: 14:07:44, time: 0.818, data_time: 0.297, memory: 13026, top1_acc: 0.5391, top5_acc: 0.7816, loss_cls: 5.4947, loss: 5.4947 2025-08-18 19:59:31,516 - pyskl - INFO - Epoch [138][200/7492] lr: 9.172e-04, eta: 14:06:52, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5400, top5_acc: 0.7781, loss_cls: 5.5072, loss: 5.5072 2025-08-18 20:00:24,136 - pyskl - INFO - Epoch [138][300/7492] lr: 9.153e-04, eta: 14:05:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5347, top5_acc: 0.7937, loss_cls: 5.4173, loss: 5.4173 2025-08-18 20:01:16,216 - pyskl - INFO - Epoch [138][400/7492] lr: 9.135e-04, eta: 14:05:07, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5337, top5_acc: 0.7772, loss_cls: 5.5072, loss: 5.5072 2025-08-18 20:02:08,652 - pyskl - INFO - Epoch [138][500/7492] lr: 9.116e-04, eta: 14:04:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5363, top5_acc: 0.7850, loss_cls: 5.3672, loss: 5.3672 2025-08-18 20:03:01,285 - pyskl - INFO - Epoch [138][600/7492] lr: 9.097e-04, eta: 14:03:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5181, top5_acc: 0.7625, loss_cls: 5.6357, loss: 5.6357 2025-08-18 20:03:54,002 - pyskl - INFO - Epoch [138][700/7492] lr: 9.078e-04, eta: 14:02:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5350, top5_acc: 0.7841, loss_cls: 5.5523, loss: 5.5523 2025-08-18 20:04:46,382 - pyskl - INFO - Epoch [138][800/7492] lr: 9.060e-04, eta: 14:01:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5350, top5_acc: 0.7934, loss_cls: 5.4787, loss: 5.4787 2025-08-18 20:05:38,892 - pyskl - INFO - Epoch [138][900/7492] lr: 9.041e-04, eta: 14:00:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5394, top5_acc: 0.7778, loss_cls: 5.5127, loss: 5.5127 2025-08-18 20:06:31,530 - pyskl - INFO - Epoch [138][1000/7492] lr: 9.023e-04, eta: 13:59:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5272, top5_acc: 0.7806, loss_cls: 5.5491, loss: 5.5491 2025-08-18 20:07:23,882 - pyskl - INFO - Epoch [138][1100/7492] lr: 9.004e-04, eta: 13:59:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5397, top5_acc: 0.7841, loss_cls: 5.4885, loss: 5.4885 2025-08-18 20:08:16,670 - pyskl - INFO - Epoch [138][1200/7492] lr: 8.985e-04, eta: 13:58:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5253, top5_acc: 0.7719, loss_cls: 5.5874, loss: 5.5874 2025-08-18 20:09:09,177 - pyskl - INFO - Epoch [138][1300/7492] lr: 8.967e-04, eta: 13:57:17, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5138, top5_acc: 0.7691, loss_cls: 5.6808, loss: 5.6808 2025-08-18 20:10:01,615 - pyskl - INFO - Epoch [138][1400/7492] lr: 8.948e-04, eta: 13:56:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5384, top5_acc: 0.7756, loss_cls: 5.5077, loss: 5.5077 2025-08-18 20:10:54,145 - pyskl - INFO - Epoch [138][1500/7492] lr: 8.930e-04, eta: 13:55:32, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5238, top5_acc: 0.7728, loss_cls: 5.6550, loss: 5.6550 2025-08-18 20:11:46,665 - pyskl - INFO - Epoch [138][1600/7492] lr: 8.911e-04, eta: 13:54:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5141, top5_acc: 0.7534, loss_cls: 5.7175, loss: 5.7175 2025-08-18 20:12:39,022 - pyskl - INFO - Epoch [138][1700/7492] lr: 8.893e-04, eta: 13:53:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5191, top5_acc: 0.7622, loss_cls: 5.6441, loss: 5.6441 2025-08-18 20:13:31,866 - pyskl - INFO - Epoch [138][1800/7492] lr: 8.874e-04, eta: 13:52:55, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5281, top5_acc: 0.7597, loss_cls: 5.5982, loss: 5.5982 2025-08-18 20:14:24,450 - pyskl - INFO - Epoch [138][1900/7492] lr: 8.856e-04, eta: 13:52:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5225, top5_acc: 0.7709, loss_cls: 5.7137, loss: 5.7137 2025-08-18 20:15:17,059 - pyskl - INFO - Epoch [138][2000/7492] lr: 8.837e-04, eta: 13:51:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5372, top5_acc: 0.7784, loss_cls: 5.5040, loss: 5.5040 2025-08-18 20:16:09,717 - pyskl - INFO - Epoch [138][2100/7492] lr: 8.819e-04, eta: 13:50:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5369, top5_acc: 0.7791, loss_cls: 5.5356, loss: 5.5356 2025-08-18 20:17:02,227 - pyskl - INFO - Epoch [138][2200/7492] lr: 8.801e-04, eta: 13:49:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5234, top5_acc: 0.7669, loss_cls: 5.6724, loss: 5.6724 2025-08-18 20:17:54,630 - pyskl - INFO - Epoch [138][2300/7492] lr: 8.782e-04, eta: 13:48:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5197, top5_acc: 0.7659, loss_cls: 5.6548, loss: 5.6548 2025-08-18 20:18:47,305 - pyskl - INFO - Epoch [138][2400/7492] lr: 8.764e-04, eta: 13:47:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5184, top5_acc: 0.7769, loss_cls: 5.6159, loss: 5.6159 2025-08-18 20:19:39,747 - pyskl - INFO - Epoch [138][2500/7492] lr: 8.746e-04, eta: 13:46:50, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5312, top5_acc: 0.7756, loss_cls: 5.5697, loss: 5.5697 2025-08-18 20:20:32,147 - pyskl - INFO - Epoch [138][2600/7492] lr: 8.727e-04, eta: 13:45:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5197, top5_acc: 0.7609, loss_cls: 5.6469, loss: 5.6469 2025-08-18 20:21:24,578 - pyskl - INFO - Epoch [138][2700/7492] lr: 8.709e-04, eta: 13:45:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5131, top5_acc: 0.7628, loss_cls: 5.6589, loss: 5.6589 2025-08-18 20:22:17,163 - pyskl - INFO - Epoch [138][2800/7492] lr: 8.691e-04, eta: 13:44:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5319, top5_acc: 0.7841, loss_cls: 5.6064, loss: 5.6064 2025-08-18 20:23:10,037 - pyskl - INFO - Epoch [138][2900/7492] lr: 8.672e-04, eta: 13:43:21, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5153, top5_acc: 0.7600, loss_cls: 5.6543, loss: 5.6543 2025-08-18 20:24:03,108 - pyskl - INFO - Epoch [138][3000/7492] lr: 8.654e-04, eta: 13:42:28, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.5141, top5_acc: 0.7756, loss_cls: 5.6177, loss: 5.6177 2025-08-18 20:24:56,033 - pyskl - INFO - Epoch [138][3100/7492] lr: 8.636e-04, eta: 13:41:36, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5281, top5_acc: 0.7722, loss_cls: 5.7064, loss: 5.7064 2025-08-18 20:25:48,660 - pyskl - INFO - Epoch [138][3200/7492] lr: 8.618e-04, eta: 13:40:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5169, top5_acc: 0.7653, loss_cls: 5.6542, loss: 5.6542 2025-08-18 20:26:41,293 - pyskl - INFO - Epoch [138][3300/7492] lr: 8.600e-04, eta: 13:39:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5228, top5_acc: 0.7725, loss_cls: 5.5428, loss: 5.5428 2025-08-18 20:27:33,920 - pyskl - INFO - Epoch [138][3400/7492] lr: 8.581e-04, eta: 13:38:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5166, top5_acc: 0.7791, loss_cls: 5.6265, loss: 5.6265 2025-08-18 20:28:26,600 - pyskl - INFO - Epoch [138][3500/7492] lr: 8.563e-04, eta: 13:38:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5256, top5_acc: 0.7819, loss_cls: 5.4343, loss: 5.4343 2025-08-18 20:29:19,261 - pyskl - INFO - Epoch [138][3600/7492] lr: 8.545e-04, eta: 13:37:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5206, top5_acc: 0.7744, loss_cls: 5.6286, loss: 5.6286 2025-08-18 20:30:11,993 - pyskl - INFO - Epoch [138][3700/7492] lr: 8.527e-04, eta: 13:36:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5359, top5_acc: 0.7709, loss_cls: 5.4954, loss: 5.4954 2025-08-18 20:31:04,615 - pyskl - INFO - Epoch [138][3800/7492] lr: 8.509e-04, eta: 13:35:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5241, top5_acc: 0.7734, loss_cls: 5.5529, loss: 5.5529 2025-08-18 20:31:57,226 - pyskl - INFO - Epoch [138][3900/7492] lr: 8.491e-04, eta: 13:34:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5097, top5_acc: 0.7716, loss_cls: 5.6561, loss: 5.6561 2025-08-18 20:32:50,352 - pyskl - INFO - Epoch [138][4000/7492] lr: 8.473e-04, eta: 13:33:46, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.5178, top5_acc: 0.7700, loss_cls: 5.5548, loss: 5.5548 2025-08-18 20:33:42,917 - pyskl - INFO - Epoch [138][4100/7492] lr: 8.455e-04, eta: 13:32:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5303, top5_acc: 0.7747, loss_cls: 5.5451, loss: 5.5451 2025-08-18 20:34:35,677 - pyskl - INFO - Epoch [138][4200/7492] lr: 8.437e-04, eta: 13:32:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5225, top5_acc: 0.7678, loss_cls: 5.6711, loss: 5.6711 2025-08-18 20:35:28,423 - pyskl - INFO - Epoch [138][4300/7492] lr: 8.419e-04, eta: 13:31:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5225, top5_acc: 0.7709, loss_cls: 5.6022, loss: 5.6022 2025-08-18 20:36:21,130 - pyskl - INFO - Epoch [138][4400/7492] lr: 8.401e-04, eta: 13:30:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5284, top5_acc: 0.7803, loss_cls: 5.5459, loss: 5.5459 2025-08-18 20:37:13,709 - pyskl - INFO - Epoch [138][4500/7492] lr: 8.383e-04, eta: 13:29:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5150, top5_acc: 0.7631, loss_cls: 5.7523, loss: 5.7523 2025-08-18 20:38:06,154 - pyskl - INFO - Epoch [138][4600/7492] lr: 8.365e-04, eta: 13:28:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5278, top5_acc: 0.7672, loss_cls: 5.6612, loss: 5.6612 2025-08-18 20:38:59,002 - pyskl - INFO - Epoch [138][4700/7492] lr: 8.347e-04, eta: 13:27:40, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5103, top5_acc: 0.7641, loss_cls: 5.7475, loss: 5.7475 2025-08-18 20:39:51,568 - pyskl - INFO - Epoch [138][4800/7492] lr: 8.329e-04, eta: 13:26:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5125, top5_acc: 0.7634, loss_cls: 5.7400, loss: 5.7400 2025-08-18 20:40:44,240 - pyskl - INFO - Epoch [138][4900/7492] lr: 8.311e-04, eta: 13:25:56, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5228, top5_acc: 0.7656, loss_cls: 5.7002, loss: 5.7002 2025-08-18 20:41:36,777 - pyskl - INFO - Epoch [138][5000/7492] lr: 8.293e-04, eta: 13:25:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5266, top5_acc: 0.7709, loss_cls: 5.5915, loss: 5.5915 2025-08-18 20:42:29,593 - pyskl - INFO - Epoch [138][5100/7492] lr: 8.276e-04, eta: 13:24:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5219, top5_acc: 0.7709, loss_cls: 5.5642, loss: 5.5642 2025-08-18 20:43:22,140 - pyskl - INFO - Epoch [138][5200/7492] lr: 8.258e-04, eta: 13:23:19, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5437, top5_acc: 0.7778, loss_cls: 5.5070, loss: 5.5070 2025-08-18 20:44:14,793 - pyskl - INFO - Epoch [138][5300/7492] lr: 8.240e-04, eta: 13:22:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5259, top5_acc: 0.7716, loss_cls: 5.6316, loss: 5.6316 2025-08-18 20:45:07,243 - pyskl - INFO - Epoch [138][5400/7492] lr: 8.222e-04, eta: 13:21:35, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5262, top5_acc: 0.7659, loss_cls: 5.6295, loss: 5.6295 2025-08-18 20:45:59,832 - pyskl - INFO - Epoch [138][5500/7492] lr: 8.204e-04, eta: 13:20:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5134, top5_acc: 0.7816, loss_cls: 5.5419, loss: 5.5419 2025-08-18 20:46:52,419 - pyskl - INFO - Epoch [138][5600/7492] lr: 8.187e-04, eta: 13:19:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5238, top5_acc: 0.7825, loss_cls: 5.6006, loss: 5.6006 2025-08-18 20:47:44,913 - pyskl - INFO - Epoch [138][5700/7492] lr: 8.169e-04, eta: 13:18:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5262, top5_acc: 0.7572, loss_cls: 5.6830, loss: 5.6830 2025-08-18 20:48:37,588 - pyskl - INFO - Epoch [138][5800/7492] lr: 8.151e-04, eta: 13:18:06, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5022, top5_acc: 0.7669, loss_cls: 5.7431, loss: 5.7431 2025-08-18 20:49:30,280 - pyskl - INFO - Epoch [138][5900/7492] lr: 8.133e-04, eta: 13:17:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5428, top5_acc: 0.7788, loss_cls: 5.5091, loss: 5.5091 2025-08-18 20:50:22,704 - pyskl - INFO - Epoch [138][6000/7492] lr: 8.116e-04, eta: 13:16:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5325, top5_acc: 0.7666, loss_cls: 5.6220, loss: 5.6220 2025-08-18 20:51:15,176 - pyskl - INFO - Epoch [138][6100/7492] lr: 8.098e-04, eta: 13:15:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5103, top5_acc: 0.7659, loss_cls: 5.6139, loss: 5.6139 2025-08-18 20:52:07,810 - pyskl - INFO - Epoch [138][6200/7492] lr: 8.081e-04, eta: 13:14:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5278, top5_acc: 0.7719, loss_cls: 5.5737, loss: 5.5737 2025-08-18 20:53:00,406 - pyskl - INFO - Epoch [138][6300/7492] lr: 8.063e-04, eta: 13:13:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5162, top5_acc: 0.7606, loss_cls: 5.5959, loss: 5.5959 2025-08-18 20:53:53,243 - pyskl - INFO - Epoch [138][6400/7492] lr: 8.045e-04, eta: 13:12:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5212, top5_acc: 0.7669, loss_cls: 5.6668, loss: 5.6668 2025-08-18 20:54:45,777 - pyskl - INFO - Epoch [138][6500/7492] lr: 8.028e-04, eta: 13:12:00, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5284, top5_acc: 0.7722, loss_cls: 5.5527, loss: 5.5527 2025-08-18 20:55:38,229 - pyskl - INFO - Epoch [138][6600/7492] lr: 8.010e-04, eta: 13:11:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5144, top5_acc: 0.7609, loss_cls: 5.7500, loss: 5.7500 2025-08-18 20:56:30,672 - pyskl - INFO - Epoch [138][6700/7492] lr: 7.993e-04, eta: 13:10:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5222, top5_acc: 0.7709, loss_cls: 5.6854, loss: 5.6854 2025-08-18 20:57:23,359 - pyskl - INFO - Epoch [138][6800/7492] lr: 7.975e-04, eta: 13:09:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5231, top5_acc: 0.7694, loss_cls: 5.5535, loss: 5.5535 2025-08-18 20:58:15,984 - pyskl - INFO - Epoch [138][6900/7492] lr: 7.958e-04, eta: 13:08:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5231, top5_acc: 0.7628, loss_cls: 5.6310, loss: 5.6310 2025-08-18 20:59:08,587 - pyskl - INFO - Epoch [138][7000/7492] lr: 7.940e-04, eta: 13:07:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5322, top5_acc: 0.7800, loss_cls: 5.5995, loss: 5.5995 2025-08-18 21:00:01,275 - pyskl - INFO - Epoch [138][7100/7492] lr: 7.923e-04, eta: 13:06:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5028, top5_acc: 0.7538, loss_cls: 5.7425, loss: 5.7425 2025-08-18 21:00:53,917 - pyskl - INFO - Epoch [138][7200/7492] lr: 7.905e-04, eta: 13:05:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5322, top5_acc: 0.7709, loss_cls: 5.5668, loss: 5.5668 2025-08-18 21:01:46,739 - pyskl - INFO - Epoch [138][7300/7492] lr: 7.888e-04, eta: 13:05:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5425, top5_acc: 0.7781, loss_cls: 5.5329, loss: 5.5329 2025-08-18 21:02:39,382 - pyskl - INFO - Epoch [138][7400/7492] lr: 7.870e-04, eta: 13:04:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5122, top5_acc: 0.7644, loss_cls: 5.6332, loss: 5.6332 2025-08-18 21:03:28,866 - pyskl - INFO - Saving checkpoint at 138 epochs 2025-08-18 21:04:24,596 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 21:04:25,330 - pyskl - INFO - top1_acc 0.4247 top5_acc 0.6808 2025-08-18 21:04:25,330 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 21:04:25,367 - pyskl - INFO - mean_acc 0.4245 2025-08-18 21:04:25,427 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_137.pth was removed 2025-08-18 21:04:26,471 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_138.pth. 2025-08-18 21:04:26,472 - pyskl - INFO - Best top1_acc is 0.4247 at 138 epoch. 2025-08-18 21:04:26,483 - pyskl - INFO - Epoch(val) [138][617] top1_acc: 0.4247, top5_acc: 0.6808, mean_class_accuracy: 0.4245 2025-08-18 21:05:48,179 - pyskl - INFO - Epoch [139][100/7492] lr: 7.837e-04, eta: 13:02:28, time: 0.817, data_time: 0.291, memory: 13026, top1_acc: 0.5400, top5_acc: 0.7797, loss_cls: 5.4919, loss: 5.4919 2025-08-18 21:06:40,496 - pyskl - INFO - Epoch [139][200/7492] lr: 7.820e-04, eta: 13:01:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5297, top5_acc: 0.7972, loss_cls: 5.4311, loss: 5.4311 2025-08-18 21:07:32,936 - pyskl - INFO - Epoch [139][300/7492] lr: 7.802e-04, eta: 13:00:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5469, top5_acc: 0.7953, loss_cls: 5.4794, loss: 5.4794 2025-08-18 21:08:25,335 - pyskl - INFO - Epoch [139][400/7492] lr: 7.785e-04, eta: 12:59:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5387, top5_acc: 0.7869, loss_cls: 5.5367, loss: 5.5367 2025-08-18 21:09:17,665 - pyskl - INFO - Epoch [139][500/7492] lr: 7.768e-04, eta: 12:58:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5344, top5_acc: 0.7825, loss_cls: 5.5088, loss: 5.5088 2025-08-18 21:10:10,189 - pyskl - INFO - Epoch [139][600/7492] lr: 7.750e-04, eta: 12:58:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5337, top5_acc: 0.7731, loss_cls: 5.5797, loss: 5.5797 2025-08-18 21:11:02,804 - pyskl - INFO - Epoch [139][700/7492] lr: 7.733e-04, eta: 12:57:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5428, top5_acc: 0.7869, loss_cls: 5.4849, loss: 5.4849 2025-08-18 21:11:55,254 - pyskl - INFO - Epoch [139][800/7492] lr: 7.716e-04, eta: 12:56:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5469, top5_acc: 0.7897, loss_cls: 5.4916, loss: 5.4916 2025-08-18 21:12:47,708 - pyskl - INFO - Epoch [139][900/7492] lr: 7.699e-04, eta: 12:55:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5397, top5_acc: 0.7856, loss_cls: 5.5090, loss: 5.5090 2025-08-18 21:13:39,987 - pyskl - INFO - Epoch [139][1000/7492] lr: 7.682e-04, eta: 12:54:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5569, top5_acc: 0.8006, loss_cls: 5.4084, loss: 5.4084 2025-08-18 21:14:32,598 - pyskl - INFO - Epoch [139][1100/7492] lr: 7.664e-04, eta: 12:53:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5312, top5_acc: 0.7744, loss_cls: 5.5241, loss: 5.5241 2025-08-18 21:15:24,709 - pyskl - INFO - Epoch [139][1200/7492] lr: 7.647e-04, eta: 12:52:53, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5431, top5_acc: 0.7853, loss_cls: 5.4899, loss: 5.4899 2025-08-18 21:16:16,993 - pyskl - INFO - Epoch [139][1300/7492] lr: 7.630e-04, eta: 12:52:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5334, top5_acc: 0.7831, loss_cls: 5.5813, loss: 5.5813 2025-08-18 21:17:09,819 - pyskl - INFO - Epoch [139][1400/7492] lr: 7.613e-04, eta: 12:51:08, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5500, top5_acc: 0.7894, loss_cls: 5.3779, loss: 5.3779 2025-08-18 21:18:02,413 - pyskl - INFO - Epoch [139][1500/7492] lr: 7.596e-04, eta: 12:50:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5353, top5_acc: 0.7756, loss_cls: 5.6025, loss: 5.6025 2025-08-18 21:18:54,739 - pyskl - INFO - Epoch [139][1600/7492] lr: 7.579e-04, eta: 12:49:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5516, top5_acc: 0.7891, loss_cls: 5.4172, loss: 5.4172 2025-08-18 21:19:47,300 - pyskl - INFO - Epoch [139][1700/7492] lr: 7.562e-04, eta: 12:48:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5331, top5_acc: 0.7872, loss_cls: 5.4422, loss: 5.4422 2025-08-18 21:20:39,639 - pyskl - INFO - Epoch [139][1800/7492] lr: 7.545e-04, eta: 12:47:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5509, top5_acc: 0.7847, loss_cls: 5.4430, loss: 5.4430 2025-08-18 21:21:31,989 - pyskl - INFO - Epoch [139][1900/7492] lr: 7.528e-04, eta: 12:46:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5353, top5_acc: 0.7800, loss_cls: 5.5343, loss: 5.5343 2025-08-18 21:22:24,530 - pyskl - INFO - Epoch [139][2000/7492] lr: 7.511e-04, eta: 12:45:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5387, top5_acc: 0.7906, loss_cls: 5.5257, loss: 5.5257 2025-08-18 21:23:16,825 - pyskl - INFO - Epoch [139][2100/7492] lr: 7.494e-04, eta: 12:45:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5403, top5_acc: 0.7778, loss_cls: 5.4924, loss: 5.4924 2025-08-18 21:24:09,294 - pyskl - INFO - Epoch [139][2200/7492] lr: 7.477e-04, eta: 12:44:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5341, top5_acc: 0.7794, loss_cls: 5.4355, loss: 5.4355 2025-08-18 21:25:01,567 - pyskl - INFO - Epoch [139][2300/7492] lr: 7.460e-04, eta: 12:43:18, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5409, top5_acc: 0.7822, loss_cls: 5.4621, loss: 5.4621 2025-08-18 21:25:53,965 - pyskl - INFO - Epoch [139][2400/7492] lr: 7.443e-04, eta: 12:42:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5341, top5_acc: 0.7875, loss_cls: 5.5782, loss: 5.5782 2025-08-18 21:26:46,431 - pyskl - INFO - Epoch [139][2500/7492] lr: 7.426e-04, eta: 12:41:33, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5491, top5_acc: 0.7928, loss_cls: 5.4297, loss: 5.4297 2025-08-18 21:27:38,979 - pyskl - INFO - Epoch [139][2600/7492] lr: 7.409e-04, eta: 12:40:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5259, top5_acc: 0.7719, loss_cls: 5.6069, loss: 5.6069 2025-08-18 21:28:31,509 - pyskl - INFO - Epoch [139][2700/7492] lr: 7.392e-04, eta: 12:39:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5550, top5_acc: 0.8044, loss_cls: 5.3073, loss: 5.3073 2025-08-18 21:29:24,443 - pyskl - INFO - Epoch [139][2800/7492] lr: 7.375e-04, eta: 12:38:56, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 5.5531, loss: 5.5531 2025-08-18 21:30:17,063 - pyskl - INFO - Epoch [139][2900/7492] lr: 7.358e-04, eta: 12:38:04, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5259, top5_acc: 0.7659, loss_cls: 5.6971, loss: 5.6971 2025-08-18 21:31:09,633 - pyskl - INFO - Epoch [139][3000/7492] lr: 7.341e-04, eta: 12:37:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5197, top5_acc: 0.7759, loss_cls: 5.5402, loss: 5.5402 2025-08-18 21:32:02,343 - pyskl - INFO - Epoch [139][3100/7492] lr: 7.325e-04, eta: 12:36:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 5.4781, loss: 5.4781 2025-08-18 21:32:54,683 - pyskl - INFO - Epoch [139][3200/7492] lr: 7.308e-04, eta: 12:35:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5184, top5_acc: 0.7684, loss_cls: 5.5687, loss: 5.5687 2025-08-18 21:33:47,028 - pyskl - INFO - Epoch [139][3300/7492] lr: 7.291e-04, eta: 12:34:35, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5284, top5_acc: 0.7812, loss_cls: 5.5019, loss: 5.5019 2025-08-18 21:34:39,463 - pyskl - INFO - Epoch [139][3400/7492] lr: 7.274e-04, eta: 12:33:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5356, top5_acc: 0.7825, loss_cls: 5.5464, loss: 5.5464 2025-08-18 21:35:31,981 - pyskl - INFO - Epoch [139][3500/7492] lr: 7.258e-04, eta: 12:32:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5334, top5_acc: 0.7750, loss_cls: 5.5051, loss: 5.5051 2025-08-18 21:36:24,405 - pyskl - INFO - Epoch [139][3600/7492] lr: 7.241e-04, eta: 12:31:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5331, top5_acc: 0.7741, loss_cls: 5.5629, loss: 5.5629 2025-08-18 21:37:16,764 - pyskl - INFO - Epoch [139][3700/7492] lr: 7.224e-04, eta: 12:31:06, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5428, top5_acc: 0.7756, loss_cls: 5.4650, loss: 5.4650 2025-08-18 21:38:09,373 - pyskl - INFO - Epoch [139][3800/7492] lr: 7.208e-04, eta: 12:30:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5422, top5_acc: 0.7863, loss_cls: 5.4360, loss: 5.4360 2025-08-18 21:39:01,969 - pyskl - INFO - Epoch [139][3900/7492] lr: 7.191e-04, eta: 12:29:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5356, top5_acc: 0.7906, loss_cls: 5.4805, loss: 5.4805 2025-08-18 21:39:54,583 - pyskl - INFO - Epoch [139][4000/7492] lr: 7.174e-04, eta: 12:28:29, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5322, top5_acc: 0.7741, loss_cls: 5.5389, loss: 5.5389 2025-08-18 21:40:47,161 - pyskl - INFO - Epoch [139][4100/7492] lr: 7.158e-04, eta: 12:27:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5306, top5_acc: 0.7672, loss_cls: 5.5958, loss: 5.5958 2025-08-18 21:41:39,925 - pyskl - INFO - Epoch [139][4200/7492] lr: 7.141e-04, eta: 12:26:45, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5341, top5_acc: 0.7822, loss_cls: 5.4854, loss: 5.4854 2025-08-18 21:42:32,557 - pyskl - INFO - Epoch [139][4300/7492] lr: 7.125e-04, eta: 12:25:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5353, top5_acc: 0.7819, loss_cls: 5.5247, loss: 5.5247 2025-08-18 21:43:24,999 - pyskl - INFO - Epoch [139][4400/7492] lr: 7.108e-04, eta: 12:25:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5331, top5_acc: 0.7859, loss_cls: 5.4514, loss: 5.4514 2025-08-18 21:44:17,538 - pyskl - INFO - Epoch [139][4500/7492] lr: 7.091e-04, eta: 12:24:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 5.6217, loss: 5.6217 2025-08-18 21:45:09,708 - pyskl - INFO - Epoch [139][4600/7492] lr: 7.075e-04, eta: 12:23:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5334, top5_acc: 0.7791, loss_cls: 5.5546, loss: 5.5546 2025-08-18 21:46:02,179 - pyskl - INFO - Epoch [139][4700/7492] lr: 7.058e-04, eta: 12:22:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5253, top5_acc: 0.7744, loss_cls: 5.5063, loss: 5.5063 2025-08-18 21:46:54,788 - pyskl - INFO - Epoch [139][4800/7492] lr: 7.042e-04, eta: 12:21:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5444, top5_acc: 0.7863, loss_cls: 5.4448, loss: 5.4448 2025-08-18 21:47:47,255 - pyskl - INFO - Epoch [139][4900/7492] lr: 7.025e-04, eta: 12:20:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5262, top5_acc: 0.7759, loss_cls: 5.6027, loss: 5.6027 2025-08-18 21:48:39,944 - pyskl - INFO - Epoch [139][5000/7492] lr: 7.009e-04, eta: 12:19:47, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5281, top5_acc: 0.7638, loss_cls: 5.5809, loss: 5.5809 2025-08-18 21:49:32,426 - pyskl - INFO - Epoch [139][5100/7492] lr: 6.993e-04, eta: 12:18:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5344, top5_acc: 0.7859, loss_cls: 5.4433, loss: 5.4433 2025-08-18 21:50:24,863 - pyskl - INFO - Epoch [139][5200/7492] lr: 6.976e-04, eta: 12:18:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5422, top5_acc: 0.7844, loss_cls: 5.4815, loss: 5.4815 2025-08-18 21:51:17,467 - pyskl - INFO - Epoch [139][5300/7492] lr: 6.960e-04, eta: 12:17:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5400, top5_acc: 0.7800, loss_cls: 5.5121, loss: 5.5121 2025-08-18 21:52:10,077 - pyskl - INFO - Epoch [139][5400/7492] lr: 6.943e-04, eta: 12:16:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5291, top5_acc: 0.7803, loss_cls: 5.5422, loss: 5.5422 2025-08-18 21:53:02,593 - pyskl - INFO - Epoch [139][5500/7492] lr: 6.927e-04, eta: 12:15:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5322, top5_acc: 0.7691, loss_cls: 5.5842, loss: 5.5842 2025-08-18 21:53:55,446 - pyskl - INFO - Epoch [139][5600/7492] lr: 6.911e-04, eta: 12:14:33, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5366, top5_acc: 0.7788, loss_cls: 5.4231, loss: 5.4231 2025-08-18 21:54:48,122 - pyskl - INFO - Epoch [139][5700/7492] lr: 6.894e-04, eta: 12:13:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5294, top5_acc: 0.7762, loss_cls: 5.5507, loss: 5.5507 2025-08-18 21:55:40,531 - pyskl - INFO - Epoch [139][5800/7492] lr: 6.878e-04, eta: 12:12:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5469, top5_acc: 0.7919, loss_cls: 5.4276, loss: 5.4276 2025-08-18 21:56:32,755 - pyskl - INFO - Epoch [139][5900/7492] lr: 6.862e-04, eta: 12:11:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5144, top5_acc: 0.7628, loss_cls: 5.7371, loss: 5.7371 2025-08-18 21:57:25,247 - pyskl - INFO - Epoch [139][6000/7492] lr: 6.846e-04, eta: 12:11:04, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5275, top5_acc: 0.7766, loss_cls: 5.5068, loss: 5.5068 2025-08-18 21:58:17,744 - pyskl - INFO - Epoch [139][6100/7492] lr: 6.829e-04, eta: 12:10:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5244, top5_acc: 0.7734, loss_cls: 5.5295, loss: 5.5295 2025-08-18 21:59:10,376 - pyskl - INFO - Epoch [139][6200/7492] lr: 6.813e-04, eta: 12:09:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5322, top5_acc: 0.7716, loss_cls: 5.5058, loss: 5.5058 2025-08-18 22:00:02,654 - pyskl - INFO - Epoch [139][6300/7492] lr: 6.797e-04, eta: 12:08:27, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5206, top5_acc: 0.7744, loss_cls: 5.5773, loss: 5.5773 2025-08-18 22:00:55,426 - pyskl - INFO - Epoch [139][6400/7492] lr: 6.781e-04, eta: 12:07:35, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5256, top5_acc: 0.7741, loss_cls: 5.5517, loss: 5.5517 2025-08-18 22:01:47,895 - pyskl - INFO - Epoch [139][6500/7492] lr: 6.765e-04, eta: 12:06:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5303, top5_acc: 0.7812, loss_cls: 5.5379, loss: 5.5379 2025-08-18 22:02:40,571 - pyskl - INFO - Epoch [139][6600/7492] lr: 6.749e-04, eta: 12:05:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5334, top5_acc: 0.7781, loss_cls: 5.4425, loss: 5.4425 2025-08-18 22:03:33,083 - pyskl - INFO - Epoch [139][6700/7492] lr: 6.732e-04, eta: 12:04:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5297, top5_acc: 0.7772, loss_cls: 5.4983, loss: 5.4983 2025-08-18 22:04:25,585 - pyskl - INFO - Epoch [139][6800/7492] lr: 6.716e-04, eta: 12:04:06, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5028, top5_acc: 0.7547, loss_cls: 5.7322, loss: 5.7322 2025-08-18 22:05:17,764 - pyskl - INFO - Epoch [139][6900/7492] lr: 6.700e-04, eta: 12:03:14, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5328, top5_acc: 0.7681, loss_cls: 5.6467, loss: 5.6467 2025-08-18 22:06:10,206 - pyskl - INFO - Epoch [139][7000/7492] lr: 6.684e-04, eta: 12:02:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5212, top5_acc: 0.7669, loss_cls: 5.6816, loss: 5.6816 2025-08-18 22:07:02,643 - pyskl - INFO - Epoch [139][7100/7492] lr: 6.668e-04, eta: 12:01:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5363, top5_acc: 0.7875, loss_cls: 5.4760, loss: 5.4760 2025-08-18 22:07:55,184 - pyskl - INFO - Epoch [139][7200/7492] lr: 6.652e-04, eta: 12:00:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5366, top5_acc: 0.7781, loss_cls: 5.4639, loss: 5.4639 2025-08-18 22:08:47,854 - pyskl - INFO - Epoch [139][7300/7492] lr: 6.636e-04, eta: 11:59:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5188, top5_acc: 0.7706, loss_cls: 5.5775, loss: 5.5775 2025-08-18 22:09:40,415 - pyskl - INFO - Epoch [139][7400/7492] lr: 6.620e-04, eta: 11:58:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5247, top5_acc: 0.7728, loss_cls: 5.4993, loss: 5.4993 2025-08-18 22:10:29,887 - pyskl - INFO - Saving checkpoint at 139 epochs 2025-08-18 22:11:25,804 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 22:11:26,553 - pyskl - INFO - top1_acc 0.4315 top5_acc 0.6854 2025-08-18 22:11:26,554 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 22:11:26,599 - pyskl - INFO - mean_acc 0.4312 2025-08-18 22:11:26,669 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_138.pth was removed 2025-08-18 22:11:27,790 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_139.pth. 2025-08-18 22:11:27,791 - pyskl - INFO - Best top1_acc is 0.4315 at 139 epoch. 2025-08-18 22:11:27,804 - pyskl - INFO - Epoch(val) [139][617] top1_acc: 0.4315, top5_acc: 0.6854, mean_class_accuracy: 0.4312 2025-08-18 22:12:49,234 - pyskl - INFO - Epoch [140][100/7492] lr: 6.589e-04, eta: 11:57:11, time: 0.814, data_time: 0.293, memory: 13026, top1_acc: 0.5484, top5_acc: 0.7931, loss_cls: 5.3995, loss: 5.3995 2025-08-18 22:13:41,708 - pyskl - INFO - Epoch [140][200/7492] lr: 6.574e-04, eta: 11:56:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5463, top5_acc: 0.7944, loss_cls: 5.4575, loss: 5.4575 2025-08-18 22:14:34,012 - pyskl - INFO - Epoch [140][300/7492] lr: 6.558e-04, eta: 11:55:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5603, top5_acc: 0.7991, loss_cls: 5.2764, loss: 5.2764 2025-08-18 22:15:26,341 - pyskl - INFO - Epoch [140][400/7492] lr: 6.542e-04, eta: 11:54:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5491, top5_acc: 0.7913, loss_cls: 5.4667, loss: 5.4667 2025-08-18 22:16:18,891 - pyskl - INFO - Epoch [140][500/7492] lr: 6.526e-04, eta: 11:53:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5463, top5_acc: 0.7916, loss_cls: 5.4056, loss: 5.4056 2025-08-18 22:17:10,971 - pyskl - INFO - Epoch [140][600/7492] lr: 6.510e-04, eta: 11:52:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5447, top5_acc: 0.7909, loss_cls: 5.3732, loss: 5.3732 2025-08-18 22:18:03,320 - pyskl - INFO - Epoch [140][700/7492] lr: 6.494e-04, eta: 11:51:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5331, top5_acc: 0.7806, loss_cls: 5.4227, loss: 5.4227 2025-08-18 22:18:55,730 - pyskl - INFO - Epoch [140][800/7492] lr: 6.478e-04, eta: 11:51:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5575, top5_acc: 0.7956, loss_cls: 5.3230, loss: 5.3230 2025-08-18 22:19:48,052 - pyskl - INFO - Epoch [140][900/7492] lr: 6.463e-04, eta: 11:50:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5397, top5_acc: 0.7866, loss_cls: 5.5190, loss: 5.5190 2025-08-18 22:20:40,611 - pyskl - INFO - Epoch [140][1000/7492] lr: 6.447e-04, eta: 11:49:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5238, top5_acc: 0.7797, loss_cls: 5.5154, loss: 5.5154 2025-08-18 22:21:33,045 - pyskl - INFO - Epoch [140][1100/7492] lr: 6.431e-04, eta: 11:48:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5344, top5_acc: 0.7887, loss_cls: 5.4942, loss: 5.4942 2025-08-18 22:22:25,593 - pyskl - INFO - Epoch [140][1200/7492] lr: 6.415e-04, eta: 11:47:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5637, top5_acc: 0.7981, loss_cls: 5.2922, loss: 5.2922 2025-08-18 22:23:18,122 - pyskl - INFO - Epoch [140][1300/7492] lr: 6.400e-04, eta: 11:46:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5553, top5_acc: 0.7984, loss_cls: 5.4064, loss: 5.4064 2025-08-18 22:24:10,516 - pyskl - INFO - Epoch [140][1400/7492] lr: 6.384e-04, eta: 11:45:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5628, top5_acc: 0.7913, loss_cls: 5.4002, loss: 5.4002 2025-08-18 22:25:02,762 - pyskl - INFO - Epoch [140][1500/7492] lr: 6.368e-04, eta: 11:44:59, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5659, top5_acc: 0.8053, loss_cls: 5.3969, loss: 5.3969 2025-08-18 22:25:55,327 - pyskl - INFO - Epoch [140][1600/7492] lr: 6.353e-04, eta: 11:44:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5484, top5_acc: 0.7788, loss_cls: 5.4810, loss: 5.4810 2025-08-18 22:26:47,469 - pyskl - INFO - Epoch [140][1700/7492] lr: 6.337e-04, eta: 11:43:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5544, top5_acc: 0.7906, loss_cls: 5.3614, loss: 5.3614 2025-08-18 22:27:39,882 - pyskl - INFO - Epoch [140][1800/7492] lr: 6.321e-04, eta: 11:42:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5278, top5_acc: 0.7825, loss_cls: 5.5146, loss: 5.5146 2025-08-18 22:28:32,008 - pyskl - INFO - Epoch [140][1900/7492] lr: 6.306e-04, eta: 11:41:30, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5569, top5_acc: 0.7931, loss_cls: 5.3849, loss: 5.3849 2025-08-18 22:29:24,385 - pyskl - INFO - Epoch [140][2000/7492] lr: 6.290e-04, eta: 11:40:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5528, top5_acc: 0.7934, loss_cls: 5.3815, loss: 5.3815 2025-08-18 22:30:16,965 - pyskl - INFO - Epoch [140][2100/7492] lr: 6.274e-04, eta: 11:39:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5559, top5_acc: 0.7894, loss_cls: 5.4077, loss: 5.4077 2025-08-18 22:31:09,343 - pyskl - INFO - Epoch [140][2200/7492] lr: 6.259e-04, eta: 11:38:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 5.4408, loss: 5.4408 2025-08-18 22:32:01,717 - pyskl - INFO - Epoch [140][2300/7492] lr: 6.243e-04, eta: 11:38:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5325, top5_acc: 0.7731, loss_cls: 5.5384, loss: 5.5384 2025-08-18 22:32:54,309 - pyskl - INFO - Epoch [140][2400/7492] lr: 6.228e-04, eta: 11:37:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5503, top5_acc: 0.7937, loss_cls: 5.4568, loss: 5.4568 2025-08-18 22:33:46,930 - pyskl - INFO - Epoch [140][2500/7492] lr: 6.212e-04, eta: 11:36:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5225, top5_acc: 0.7681, loss_cls: 5.5420, loss: 5.5420 2025-08-18 22:34:39,279 - pyskl - INFO - Epoch [140][2600/7492] lr: 6.197e-04, eta: 11:35:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5469, top5_acc: 0.7853, loss_cls: 5.4009, loss: 5.4009 2025-08-18 22:35:32,026 - pyskl - INFO - Epoch [140][2700/7492] lr: 6.181e-04, eta: 11:34:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5575, top5_acc: 0.7831, loss_cls: 5.3000, loss: 5.3000 2025-08-18 22:36:24,937 - pyskl - INFO - Epoch [140][2800/7492] lr: 6.166e-04, eta: 11:33:39, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5319, top5_acc: 0.7738, loss_cls: 5.5636, loss: 5.5636 2025-08-18 22:37:17,720 - pyskl - INFO - Epoch [140][2900/7492] lr: 6.151e-04, eta: 11:32:47, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5547, top5_acc: 0.7931, loss_cls: 5.3304, loss: 5.3304 2025-08-18 22:38:10,320 - pyskl - INFO - Epoch [140][3000/7492] lr: 6.135e-04, eta: 11:31:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5516, top5_acc: 0.8050, loss_cls: 5.2550, loss: 5.2550 2025-08-18 22:39:03,140 - pyskl - INFO - Epoch [140][3100/7492] lr: 6.120e-04, eta: 11:31:03, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5337, top5_acc: 0.7837, loss_cls: 5.5023, loss: 5.5023 2025-08-18 22:39:55,833 - pyskl - INFO - Epoch [140][3200/7492] lr: 6.104e-04, eta: 11:30:10, time: 0.528, data_time: 0.002, memory: 13026, top1_acc: 0.5422, top5_acc: 0.7859, loss_cls: 5.5358, loss: 5.5358 2025-08-18 22:40:48,218 - pyskl - INFO - Epoch [140][3300/7492] lr: 6.089e-04, eta: 11:29:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5391, top5_acc: 0.7816, loss_cls: 5.4930, loss: 5.4930 2025-08-18 22:41:40,883 - pyskl - INFO - Epoch [140][3400/7492] lr: 6.074e-04, eta: 11:28:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5444, top5_acc: 0.8009, loss_cls: 5.4684, loss: 5.4684 2025-08-18 22:42:33,191 - pyskl - INFO - Epoch [140][3500/7492] lr: 6.059e-04, eta: 11:27:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5353, top5_acc: 0.7775, loss_cls: 5.4412, loss: 5.4412 2025-08-18 22:43:25,874 - pyskl - INFO - Epoch [140][3600/7492] lr: 6.043e-04, eta: 11:26:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5384, top5_acc: 0.7972, loss_cls: 5.3646, loss: 5.3646 2025-08-18 22:44:18,055 - pyskl - INFO - Epoch [140][3700/7492] lr: 6.028e-04, eta: 11:25:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5253, top5_acc: 0.7731, loss_cls: 5.5485, loss: 5.5485 2025-08-18 22:45:10,997 - pyskl - INFO - Epoch [140][3800/7492] lr: 6.013e-04, eta: 11:24:57, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5441, top5_acc: 0.7878, loss_cls: 5.4666, loss: 5.4666 2025-08-18 22:46:03,336 - pyskl - INFO - Epoch [140][3900/7492] lr: 5.998e-04, eta: 11:24:05, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5406, top5_acc: 0.7859, loss_cls: 5.4772, loss: 5.4772 2025-08-18 22:46:55,764 - pyskl - INFO - Epoch [140][4000/7492] lr: 5.982e-04, eta: 11:23:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5487, top5_acc: 0.7869, loss_cls: 5.4998, loss: 5.4998 2025-08-18 22:47:48,339 - pyskl - INFO - Epoch [140][4100/7492] lr: 5.967e-04, eta: 11:22:20, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5547, top5_acc: 0.7916, loss_cls: 5.4598, loss: 5.4598 2025-08-18 22:48:40,823 - pyskl - INFO - Epoch [140][4200/7492] lr: 5.952e-04, eta: 11:21:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5419, top5_acc: 0.8003, loss_cls: 5.3843, loss: 5.3843 2025-08-18 22:49:33,247 - pyskl - INFO - Epoch [140][4300/7492] lr: 5.937e-04, eta: 11:20:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5459, top5_acc: 0.7834, loss_cls: 5.4615, loss: 5.4615 2025-08-18 22:50:25,710 - pyskl - INFO - Epoch [140][4400/7492] lr: 5.922e-04, eta: 11:19:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5569, top5_acc: 0.7906, loss_cls: 5.4368, loss: 5.4368 2025-08-18 22:51:17,748 - pyskl - INFO - Epoch [140][4500/7492] lr: 5.907e-04, eta: 11:18:51, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5478, top5_acc: 0.7850, loss_cls: 5.4941, loss: 5.4941 2025-08-18 22:52:10,297 - pyskl - INFO - Epoch [140][4600/7492] lr: 5.891e-04, eta: 11:17:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5322, top5_acc: 0.7709, loss_cls: 5.5159, loss: 5.5159 2025-08-18 22:53:02,829 - pyskl - INFO - Epoch [140][4700/7492] lr: 5.876e-04, eta: 11:17:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5419, top5_acc: 0.7819, loss_cls: 5.3812, loss: 5.3812 2025-08-18 22:53:55,401 - pyskl - INFO - Epoch [140][4800/7492] lr: 5.861e-04, eta: 11:16:14, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5397, top5_acc: 0.7806, loss_cls: 5.5170, loss: 5.5170 2025-08-18 22:54:48,289 - pyskl - INFO - Epoch [140][4900/7492] lr: 5.846e-04, eta: 11:15:22, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5303, top5_acc: 0.7834, loss_cls: 5.4694, loss: 5.4694 2025-08-18 22:55:40,865 - pyskl - INFO - Epoch [140][5000/7492] lr: 5.831e-04, eta: 11:14:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5553, top5_acc: 0.7809, loss_cls: 5.4110, loss: 5.4110 2025-08-18 22:56:33,106 - pyskl - INFO - Epoch [140][5100/7492] lr: 5.816e-04, eta: 11:13:37, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5247, top5_acc: 0.7756, loss_cls: 5.5713, loss: 5.5713 2025-08-18 22:57:25,417 - pyskl - INFO - Epoch [140][5200/7492] lr: 5.801e-04, eta: 11:12:45, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5478, top5_acc: 0.7903, loss_cls: 5.3949, loss: 5.3949 2025-08-18 22:58:17,479 - pyskl - INFO - Epoch [140][5300/7492] lr: 5.786e-04, eta: 11:11:53, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5403, top5_acc: 0.7812, loss_cls: 5.3950, loss: 5.3950 2025-08-18 22:59:10,159 - pyskl - INFO - Epoch [140][5400/7492] lr: 5.771e-04, eta: 11:11:01, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5269, top5_acc: 0.7925, loss_cls: 5.5366, loss: 5.5366 2025-08-18 23:00:02,589 - pyskl - INFO - Epoch [140][5500/7492] lr: 5.756e-04, eta: 11:10:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5319, top5_acc: 0.7822, loss_cls: 5.4928, loss: 5.4928 2025-08-18 23:00:54,785 - pyskl - INFO - Epoch [140][5600/7492] lr: 5.742e-04, eta: 11:09:16, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5556, top5_acc: 0.7872, loss_cls: 5.3949, loss: 5.3949 2025-08-18 23:01:47,314 - pyskl - INFO - Epoch [140][5700/7492] lr: 5.727e-04, eta: 11:08:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5600, top5_acc: 0.7963, loss_cls: 5.3705, loss: 5.3705 2025-08-18 23:02:39,915 - pyskl - INFO - Epoch [140][5800/7492] lr: 5.712e-04, eta: 11:07:32, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5481, top5_acc: 0.7884, loss_cls: 5.4359, loss: 5.4359 2025-08-18 23:03:32,586 - pyskl - INFO - Epoch [140][5900/7492] lr: 5.697e-04, eta: 11:06:39, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5294, top5_acc: 0.7816, loss_cls: 5.5011, loss: 5.5011 2025-08-18 23:04:25,454 - pyskl - INFO - Epoch [140][6000/7492] lr: 5.682e-04, eta: 11:05:47, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5506, top5_acc: 0.7969, loss_cls: 5.3615, loss: 5.3615 2025-08-18 23:05:18,101 - pyskl - INFO - Epoch [140][6100/7492] lr: 5.667e-04, eta: 11:04:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5419, top5_acc: 0.7909, loss_cls: 5.4072, loss: 5.4072 2025-08-18 23:06:10,622 - pyskl - INFO - Epoch [140][6200/7492] lr: 5.653e-04, eta: 11:04:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5694, top5_acc: 0.7963, loss_cls: 5.4099, loss: 5.4099 2025-08-18 23:07:03,142 - pyskl - INFO - Epoch [140][6300/7492] lr: 5.638e-04, eta: 11:03:10, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5212, top5_acc: 0.7784, loss_cls: 5.3877, loss: 5.3877 2025-08-18 23:07:55,630 - pyskl - INFO - Epoch [140][6400/7492] lr: 5.623e-04, eta: 11:02:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5259, top5_acc: 0.7891, loss_cls: 5.4948, loss: 5.4948 2025-08-18 23:08:48,350 - pyskl - INFO - Epoch [140][6500/7492] lr: 5.608e-04, eta: 11:01:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5322, top5_acc: 0.7812, loss_cls: 5.5432, loss: 5.5432 2025-08-18 23:09:40,820 - pyskl - INFO - Epoch [140][6600/7492] lr: 5.594e-04, eta: 11:00:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5288, top5_acc: 0.7800, loss_cls: 5.4895, loss: 5.4895 2025-08-18 23:10:32,945 - pyskl - INFO - Epoch [140][6700/7492] lr: 5.579e-04, eta: 10:59:41, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5459, top5_acc: 0.7894, loss_cls: 5.4225, loss: 5.4225 2025-08-18 23:11:25,536 - pyskl - INFO - Epoch [140][6800/7492] lr: 5.564e-04, eta: 10:58:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5416, top5_acc: 0.7956, loss_cls: 5.3273, loss: 5.3273 2025-08-18 23:12:18,081 - pyskl - INFO - Epoch [140][6900/7492] lr: 5.550e-04, eta: 10:57:57, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5222, top5_acc: 0.7653, loss_cls: 5.5199, loss: 5.5199 2025-08-18 23:13:10,474 - pyskl - INFO - Epoch [140][7000/7492] lr: 5.535e-04, eta: 10:57:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5519, top5_acc: 0.7881, loss_cls: 5.4167, loss: 5.4167 2025-08-18 23:14:03,332 - pyskl - INFO - Epoch [140][7100/7492] lr: 5.520e-04, eta: 10:56:12, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5372, top5_acc: 0.7878, loss_cls: 5.5068, loss: 5.5068 2025-08-18 23:14:56,067 - pyskl - INFO - Epoch [140][7200/7492] lr: 5.506e-04, eta: 10:55:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5437, top5_acc: 0.7887, loss_cls: 5.4369, loss: 5.4369 2025-08-18 23:15:48,697 - pyskl - INFO - Epoch [140][7300/7492] lr: 5.491e-04, eta: 10:54:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5472, top5_acc: 0.7891, loss_cls: 5.4366, loss: 5.4366 2025-08-18 23:16:41,209 - pyskl - INFO - Epoch [140][7400/7492] lr: 5.477e-04, eta: 10:53:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5344, top5_acc: 0.7900, loss_cls: 5.4705, loss: 5.4705 2025-08-18 23:17:30,662 - pyskl - INFO - Saving checkpoint at 140 epochs 2025-08-18 23:18:27,356 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-18 23:18:28,110 - pyskl - INFO - top1_acc 0.4318 top5_acc 0.6858 2025-08-18 23:18:28,110 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-18 23:18:28,150 - pyskl - INFO - mean_acc 0.4315 2025-08-18 23:18:28,219 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_139.pth was removed 2025-08-18 23:18:29,341 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_140.pth. 2025-08-18 23:18:29,342 - pyskl - INFO - Best top1_acc is 0.4318 at 140 epoch. 2025-08-18 23:18:29,358 - pyskl - INFO - Epoch(val) [140][617] top1_acc: 0.4318, top5_acc: 0.6858, mean_class_accuracy: 0.4315 2025-08-18 23:19:51,470 - pyskl - INFO - Epoch [141][100/7492] lr: 5.449e-04, eta: 10:51:54, time: 0.821, data_time: 0.294, memory: 13026, top1_acc: 0.5503, top5_acc: 0.7981, loss_cls: 5.3001, loss: 5.3001 2025-08-18 23:20:43,401 - pyskl - INFO - Epoch [141][200/7492] lr: 5.434e-04, eta: 10:51:01, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.5666, top5_acc: 0.8034, loss_cls: 5.2467, loss: 5.2467 2025-08-18 23:21:35,324 - pyskl - INFO - Epoch [141][300/7492] lr: 5.420e-04, eta: 10:50:09, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.5528, top5_acc: 0.8044, loss_cls: 5.3913, loss: 5.3913 2025-08-18 23:22:27,294 - pyskl - INFO - Epoch [141][400/7492] lr: 5.405e-04, eta: 10:49:17, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5594, top5_acc: 0.8175, loss_cls: 5.2303, loss: 5.2303 2025-08-18 23:23:19,799 - pyskl - INFO - Epoch [141][500/7492] lr: 5.391e-04, eta: 10:48:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5663, top5_acc: 0.7922, loss_cls: 5.3531, loss: 5.3531 2025-08-18 23:24:12,241 - pyskl - INFO - Epoch [141][600/7492] lr: 5.376e-04, eta: 10:47:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5569, top5_acc: 0.8006, loss_cls: 5.3414, loss: 5.3414 2025-08-18 23:25:04,466 - pyskl - INFO - Epoch [141][700/7492] lr: 5.362e-04, eta: 10:46:40, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5650, top5_acc: 0.8034, loss_cls: 5.3776, loss: 5.3776 2025-08-18 23:25:56,810 - pyskl - INFO - Epoch [141][800/7492] lr: 5.348e-04, eta: 10:45:48, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5466, top5_acc: 0.7897, loss_cls: 5.3377, loss: 5.3377 2025-08-18 23:26:49,191 - pyskl - INFO - Epoch [141][900/7492] lr: 5.333e-04, eta: 10:44:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5563, top5_acc: 0.8000, loss_cls: 5.2794, loss: 5.2794 2025-08-18 23:27:41,789 - pyskl - INFO - Epoch [141][1000/7492] lr: 5.319e-04, eta: 10:44:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5472, top5_acc: 0.7850, loss_cls: 5.4176, loss: 5.4176 2025-08-18 23:28:34,111 - pyskl - INFO - Epoch [141][1100/7492] lr: 5.305e-04, eta: 10:43:11, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5509, top5_acc: 0.7944, loss_cls: 5.3534, loss: 5.3534 2025-08-18 23:29:26,288 - pyskl - INFO - Epoch [141][1200/7492] lr: 5.290e-04, eta: 10:42:19, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5709, top5_acc: 0.8072, loss_cls: 5.3468, loss: 5.3468 2025-08-18 23:30:18,625 - pyskl - INFO - Epoch [141][1300/7492] lr: 5.276e-04, eta: 10:41:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5616, top5_acc: 0.8025, loss_cls: 5.2653, loss: 5.2653 2025-08-18 23:31:10,991 - pyskl - INFO - Epoch [141][1400/7492] lr: 5.262e-04, eta: 10:40:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5369, top5_acc: 0.7856, loss_cls: 5.5426, loss: 5.5426 2025-08-18 23:32:03,458 - pyskl - INFO - Epoch [141][1500/7492] lr: 5.247e-04, eta: 10:39:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5437, top5_acc: 0.7978, loss_cls: 5.4546, loss: 5.4546 2025-08-18 23:32:55,751 - pyskl - INFO - Epoch [141][1600/7492] lr: 5.233e-04, eta: 10:38:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5600, top5_acc: 0.8028, loss_cls: 5.2922, loss: 5.2922 2025-08-18 23:33:48,080 - pyskl - INFO - Epoch [141][1700/7492] lr: 5.219e-04, eta: 10:37:57, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5594, top5_acc: 0.8034, loss_cls: 5.3579, loss: 5.3579 2025-08-18 23:34:40,451 - pyskl - INFO - Epoch [141][1800/7492] lr: 5.205e-04, eta: 10:37:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5478, top5_acc: 0.7937, loss_cls: 5.4025, loss: 5.4025 2025-08-18 23:35:32,955 - pyskl - INFO - Epoch [141][1900/7492] lr: 5.191e-04, eta: 10:36:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5444, top5_acc: 0.7834, loss_cls: 5.4591, loss: 5.4591 2025-08-18 23:36:25,178 - pyskl - INFO - Epoch [141][2000/7492] lr: 5.176e-04, eta: 10:35:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5475, top5_acc: 0.7816, loss_cls: 5.4593, loss: 5.4593 2025-08-18 23:37:17,774 - pyskl - INFO - Epoch [141][2100/7492] lr: 5.162e-04, eta: 10:34:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5472, top5_acc: 0.8019, loss_cls: 5.3666, loss: 5.3666 2025-08-18 23:38:10,054 - pyskl - INFO - Epoch [141][2200/7492] lr: 5.148e-04, eta: 10:33:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5647, top5_acc: 0.8059, loss_cls: 5.2416, loss: 5.2416 2025-08-18 23:39:02,613 - pyskl - INFO - Epoch [141][2300/7492] lr: 5.134e-04, eta: 10:32:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5603, top5_acc: 0.8019, loss_cls: 5.3115, loss: 5.3115 2025-08-18 23:39:55,048 - pyskl - INFO - Epoch [141][2400/7492] lr: 5.120e-04, eta: 10:31:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5581, top5_acc: 0.8003, loss_cls: 5.4124, loss: 5.4124 2025-08-18 23:40:47,393 - pyskl - INFO - Epoch [141][2500/7492] lr: 5.106e-04, eta: 10:30:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5666, top5_acc: 0.8066, loss_cls: 5.2514, loss: 5.2514 2025-08-18 23:41:39,993 - pyskl - INFO - Epoch [141][2600/7492] lr: 5.092e-04, eta: 10:30:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5553, top5_acc: 0.7863, loss_cls: 5.3775, loss: 5.3775 2025-08-18 23:42:32,594 - pyskl - INFO - Epoch [141][2700/7492] lr: 5.078e-04, eta: 10:29:15, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5509, top5_acc: 0.7956, loss_cls: 5.2480, loss: 5.2480 2025-08-18 23:43:25,126 - pyskl - INFO - Epoch [141][2800/7492] lr: 5.064e-04, eta: 10:28:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5575, top5_acc: 0.7884, loss_cls: 5.3405, loss: 5.3405 2025-08-18 23:44:17,628 - pyskl - INFO - Epoch [141][2900/7492] lr: 5.050e-04, eta: 10:27:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5347, top5_acc: 0.7884, loss_cls: 5.4243, loss: 5.4243 2025-08-18 23:45:10,085 - pyskl - INFO - Epoch [141][3000/7492] lr: 5.036e-04, eta: 10:26:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5606, top5_acc: 0.7975, loss_cls: 5.2622, loss: 5.2622 2025-08-18 23:46:02,507 - pyskl - INFO - Epoch [141][3100/7492] lr: 5.022e-04, eta: 10:25:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5550, top5_acc: 0.8000, loss_cls: 5.3295, loss: 5.3295 2025-08-18 23:46:54,976 - pyskl - INFO - Epoch [141][3200/7492] lr: 5.008e-04, eta: 10:24:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5431, top5_acc: 0.7856, loss_cls: 5.3999, loss: 5.3999 2025-08-18 23:47:47,535 - pyskl - INFO - Epoch [141][3300/7492] lr: 4.994e-04, eta: 10:24:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5619, top5_acc: 0.7966, loss_cls: 5.2682, loss: 5.2682 2025-08-18 23:48:39,918 - pyskl - INFO - Epoch [141][3400/7492] lr: 4.980e-04, eta: 10:23:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5584, top5_acc: 0.8006, loss_cls: 5.2628, loss: 5.2628 2025-08-18 23:49:32,361 - pyskl - INFO - Epoch [141][3500/7492] lr: 4.966e-04, eta: 10:22:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5547, top5_acc: 0.7897, loss_cls: 5.4125, loss: 5.4125 2025-08-18 23:50:25,066 - pyskl - INFO - Epoch [141][3600/7492] lr: 4.953e-04, eta: 10:21:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5472, top5_acc: 0.7884, loss_cls: 5.4320, loss: 5.4320 2025-08-18 23:51:17,473 - pyskl - INFO - Epoch [141][3700/7492] lr: 4.939e-04, eta: 10:20:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5453, top5_acc: 0.8028, loss_cls: 5.2515, loss: 5.2515 2025-08-18 23:52:09,939 - pyskl - INFO - Epoch [141][3800/7492] lr: 4.925e-04, eta: 10:19:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5450, top5_acc: 0.7984, loss_cls: 5.4224, loss: 5.4224 2025-08-18 23:53:02,202 - pyskl - INFO - Epoch [141][3900/7492] lr: 4.911e-04, eta: 10:18:48, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5534, top5_acc: 0.7963, loss_cls: 5.3662, loss: 5.3662 2025-08-18 23:53:54,762 - pyskl - INFO - Epoch [141][4000/7492] lr: 4.897e-04, eta: 10:17:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5434, top5_acc: 0.7991, loss_cls: 5.4404, loss: 5.4404 2025-08-18 23:54:47,172 - pyskl - INFO - Epoch [141][4100/7492] lr: 4.884e-04, eta: 10:17:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5547, top5_acc: 0.8047, loss_cls: 5.2888, loss: 5.2888 2025-08-18 23:55:39,598 - pyskl - INFO - Epoch [141][4200/7492] lr: 4.870e-04, eta: 10:16:11, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5769, top5_acc: 0.8144, loss_cls: 5.1070, loss: 5.1070 2025-08-18 23:56:32,062 - pyskl - INFO - Epoch [141][4300/7492] lr: 4.856e-04, eta: 10:15:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5634, top5_acc: 0.8028, loss_cls: 5.3315, loss: 5.3315 2025-08-18 23:57:24,542 - pyskl - INFO - Epoch [141][4400/7492] lr: 4.842e-04, eta: 10:14:26, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5534, top5_acc: 0.7963, loss_cls: 5.3286, loss: 5.3286 2025-08-18 23:58:17,054 - pyskl - INFO - Epoch [141][4500/7492] lr: 4.829e-04, eta: 10:13:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5622, top5_acc: 0.7950, loss_cls: 5.4060, loss: 5.4060 2025-08-18 23:59:09,381 - pyskl - INFO - Epoch [141][4600/7492] lr: 4.815e-04, eta: 10:12:42, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5487, top5_acc: 0.7850, loss_cls: 5.3941, loss: 5.3941 2025-08-19 00:00:01,741 - pyskl - INFO - Epoch [141][4700/7492] lr: 4.801e-04, eta: 10:11:49, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5566, top5_acc: 0.7963, loss_cls: 5.4091, loss: 5.4091 2025-08-19 00:00:54,332 - pyskl - INFO - Epoch [141][4800/7492] lr: 4.788e-04, eta: 10:10:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5466, top5_acc: 0.7831, loss_cls: 5.4982, loss: 5.4982 2025-08-19 00:01:47,273 - pyskl - INFO - Epoch [141][4900/7492] lr: 4.774e-04, eta: 10:10:05, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5500, top5_acc: 0.8028, loss_cls: 5.3182, loss: 5.3182 2025-08-19 00:02:39,402 - pyskl - INFO - Epoch [141][5000/7492] lr: 4.761e-04, eta: 10:09:13, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5541, top5_acc: 0.7947, loss_cls: 5.3926, loss: 5.3926 2025-08-19 00:03:31,819 - pyskl - INFO - Epoch [141][5100/7492] lr: 4.747e-04, eta: 10:08:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5369, top5_acc: 0.7841, loss_cls: 5.3934, loss: 5.3934 2025-08-19 00:04:24,161 - pyskl - INFO - Epoch [141][5200/7492] lr: 4.734e-04, eta: 10:07:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5534, top5_acc: 0.7894, loss_cls: 5.3615, loss: 5.3615 2025-08-19 00:05:16,432 - pyskl - INFO - Epoch [141][5300/7492] lr: 4.720e-04, eta: 10:06:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5572, top5_acc: 0.7997, loss_cls: 5.2562, loss: 5.2562 2025-08-19 00:06:08,731 - pyskl - INFO - Epoch [141][5400/7492] lr: 4.706e-04, eta: 10:05:43, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5513, top5_acc: 0.7856, loss_cls: 5.3726, loss: 5.3726 2025-08-19 00:07:01,058 - pyskl - INFO - Epoch [141][5500/7492] lr: 4.693e-04, eta: 10:04:51, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5475, top5_acc: 0.7900, loss_cls: 5.3450, loss: 5.3450 2025-08-19 00:07:53,391 - pyskl - INFO - Epoch [141][5600/7492] lr: 4.680e-04, eta: 10:03:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5516, top5_acc: 0.7922, loss_cls: 5.4594, loss: 5.4594 2025-08-19 00:08:45,982 - pyskl - INFO - Epoch [141][5700/7492] lr: 4.666e-04, eta: 10:03:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5409, top5_acc: 0.7872, loss_cls: 5.3864, loss: 5.3864 2025-08-19 00:09:38,003 - pyskl - INFO - Epoch [141][5800/7492] lr: 4.653e-04, eta: 10:02:14, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5356, top5_acc: 0.7937, loss_cls: 5.4486, loss: 5.4486 2025-08-19 00:10:30,382 - pyskl - INFO - Epoch [141][5900/7492] lr: 4.639e-04, eta: 10:01:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5400, top5_acc: 0.7766, loss_cls: 5.4844, loss: 5.4844 2025-08-19 00:11:23,248 - pyskl - INFO - Epoch [141][6000/7492] lr: 4.626e-04, eta: 10:00:30, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5537, top5_acc: 0.8013, loss_cls: 5.3981, loss: 5.3981 2025-08-19 00:12:15,702 - pyskl - INFO - Epoch [141][6100/7492] lr: 4.612e-04, eta: 9:59:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5613, top5_acc: 0.7956, loss_cls: 5.2166, loss: 5.2166 2025-08-19 00:13:08,127 - pyskl - INFO - Epoch [141][6200/7492] lr: 4.599e-04, eta: 9:58:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5566, top5_acc: 0.7978, loss_cls: 5.3079, loss: 5.3079 2025-08-19 00:14:00,628 - pyskl - INFO - Epoch [141][6300/7492] lr: 4.586e-04, eta: 9:57:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5522, top5_acc: 0.7944, loss_cls: 5.3562, loss: 5.3562 2025-08-19 00:14:53,078 - pyskl - INFO - Epoch [141][6400/7492] lr: 4.572e-04, eta: 9:57:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5441, top5_acc: 0.7941, loss_cls: 5.4004, loss: 5.4004 2025-08-19 00:15:45,844 - pyskl - INFO - Epoch [141][6500/7492] lr: 4.559e-04, eta: 9:56:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5441, top5_acc: 0.7878, loss_cls: 5.4437, loss: 5.4437 2025-08-19 00:16:38,198 - pyskl - INFO - Epoch [141][6600/7492] lr: 4.546e-04, eta: 9:55:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5387, top5_acc: 0.7919, loss_cls: 5.4171, loss: 5.4171 2025-08-19 00:17:30,421 - pyskl - INFO - Epoch [141][6700/7492] lr: 4.533e-04, eta: 9:54:24, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5525, top5_acc: 0.7978, loss_cls: 5.3381, loss: 5.3381 2025-08-19 00:18:22,381 - pyskl - INFO - Epoch [141][6800/7492] lr: 4.519e-04, eta: 9:53:32, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5641, top5_acc: 0.8041, loss_cls: 5.3032, loss: 5.3032 2025-08-19 00:19:14,858 - pyskl - INFO - Epoch [141][6900/7492] lr: 4.506e-04, eta: 9:52:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5513, top5_acc: 0.7887, loss_cls: 5.2707, loss: 5.2707 2025-08-19 00:20:07,292 - pyskl - INFO - Epoch [141][7000/7492] lr: 4.493e-04, eta: 9:51:47, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5559, top5_acc: 0.7925, loss_cls: 5.3789, loss: 5.3789 2025-08-19 00:20:59,754 - pyskl - INFO - Epoch [141][7100/7492] lr: 4.480e-04, eta: 9:50:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5328, top5_acc: 0.7856, loss_cls: 5.5270, loss: 5.5270 2025-08-19 00:21:52,261 - pyskl - INFO - Epoch [141][7200/7492] lr: 4.467e-04, eta: 9:50:03, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5575, top5_acc: 0.7987, loss_cls: 5.3033, loss: 5.3033 2025-08-19 00:22:44,824 - pyskl - INFO - Epoch [141][7300/7492] lr: 4.453e-04, eta: 9:49:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5244, top5_acc: 0.7956, loss_cls: 5.3838, loss: 5.3838 2025-08-19 00:23:37,502 - pyskl - INFO - Epoch [141][7400/7492] lr: 4.440e-04, eta: 9:48:18, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5525, top5_acc: 0.7984, loss_cls: 5.2840, loss: 5.2840 2025-08-19 00:24:26,913 - pyskl - INFO - Saving checkpoint at 141 epochs 2025-08-19 00:25:22,071 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 00:25:22,805 - pyskl - INFO - top1_acc 0.4356 top5_acc 0.6880 2025-08-19 00:25:22,805 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 00:25:22,843 - pyskl - INFO - mean_acc 0.4355 2025-08-19 00:25:22,904 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_140.pth was removed 2025-08-19 00:25:23,958 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_141.pth. 2025-08-19 00:25:23,959 - pyskl - INFO - Best top1_acc is 0.4356 at 141 epoch. 2025-08-19 00:25:23,970 - pyskl - INFO - Epoch(val) [141][617] top1_acc: 0.4356, top5_acc: 0.6880, mean_class_accuracy: 0.4355 2025-08-19 00:26:45,955 - pyskl - INFO - Epoch [142][100/7492] lr: 4.415e-04, eta: 9:46:37, time: 0.820, data_time: 0.292, memory: 13026, top1_acc: 0.5816, top5_acc: 0.8187, loss_cls: 5.1285, loss: 5.1285 2025-08-19 00:27:38,014 - pyskl - INFO - Epoch [142][200/7492] lr: 4.402e-04, eta: 9:45:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5684, top5_acc: 0.8122, loss_cls: 5.3115, loss: 5.3115 2025-08-19 00:28:30,436 - pyskl - INFO - Epoch [142][300/7492] lr: 4.389e-04, eta: 9:44:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5847, top5_acc: 0.8153, loss_cls: 5.1558, loss: 5.1558 2025-08-19 00:29:23,163 - pyskl - INFO - Epoch [142][400/7492] lr: 4.376e-04, eta: 9:44:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5641, top5_acc: 0.7969, loss_cls: 5.3347, loss: 5.3347 2025-08-19 00:30:15,327 - pyskl - INFO - Epoch [142][500/7492] lr: 4.363e-04, eta: 9:43:07, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5622, top5_acc: 0.8100, loss_cls: 5.2887, loss: 5.2887 2025-08-19 00:31:07,610 - pyskl - INFO - Epoch [142][600/7492] lr: 4.350e-04, eta: 9:42:15, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5669, top5_acc: 0.8034, loss_cls: 5.2878, loss: 5.2878 2025-08-19 00:31:59,982 - pyskl - INFO - Epoch [142][700/7492] lr: 4.337e-04, eta: 9:41:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5544, top5_acc: 0.7966, loss_cls: 5.3528, loss: 5.3528 2025-08-19 00:32:52,548 - pyskl - INFO - Epoch [142][800/7492] lr: 4.324e-04, eta: 9:40:31, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5741, top5_acc: 0.8013, loss_cls: 5.2398, loss: 5.2398 2025-08-19 00:33:45,134 - pyskl - INFO - Epoch [142][900/7492] lr: 4.311e-04, eta: 9:39:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5578, top5_acc: 0.8084, loss_cls: 5.3129, loss: 5.3129 2025-08-19 00:34:37,398 - pyskl - INFO - Epoch [142][1000/7492] lr: 4.298e-04, eta: 9:38:46, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5775, top5_acc: 0.8041, loss_cls: 5.2109, loss: 5.2109 2025-08-19 00:35:30,114 - pyskl - INFO - Epoch [142][1100/7492] lr: 4.285e-04, eta: 9:37:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5837, top5_acc: 0.8059, loss_cls: 5.2041, loss: 5.2041 2025-08-19 00:36:22,518 - pyskl - INFO - Epoch [142][1200/7492] lr: 4.273e-04, eta: 9:37:02, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5784, top5_acc: 0.8116, loss_cls: 5.1605, loss: 5.1605 2025-08-19 00:37:14,611 - pyskl - INFO - Epoch [142][1300/7492] lr: 4.260e-04, eta: 9:36:09, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5719, top5_acc: 0.8153, loss_cls: 5.2507, loss: 5.2507 2025-08-19 00:38:06,999 - pyskl - INFO - Epoch [142][1400/7492] lr: 4.247e-04, eta: 9:35:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5622, top5_acc: 0.8022, loss_cls: 5.2813, loss: 5.2813 2025-08-19 00:38:59,527 - pyskl - INFO - Epoch [142][1500/7492] lr: 4.234e-04, eta: 9:34:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5516, top5_acc: 0.7869, loss_cls: 5.3264, loss: 5.3264 2025-08-19 00:39:51,958 - pyskl - INFO - Epoch [142][1600/7492] lr: 4.221e-04, eta: 9:33:33, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5613, top5_acc: 0.8050, loss_cls: 5.2553, loss: 5.2553 2025-08-19 00:40:44,378 - pyskl - INFO - Epoch [142][1700/7492] lr: 4.208e-04, eta: 9:32:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5784, top5_acc: 0.8084, loss_cls: 5.2015, loss: 5.2015 2025-08-19 00:41:37,124 - pyskl - INFO - Epoch [142][1800/7492] lr: 4.196e-04, eta: 9:31:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5597, top5_acc: 0.7869, loss_cls: 5.4376, loss: 5.4376 2025-08-19 00:42:29,481 - pyskl - INFO - Epoch [142][1900/7492] lr: 4.183e-04, eta: 9:30:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5600, top5_acc: 0.7981, loss_cls: 5.2930, loss: 5.2930 2025-08-19 00:43:21,906 - pyskl - INFO - Epoch [142][2000/7492] lr: 4.170e-04, eta: 9:30:03, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5631, top5_acc: 0.8078, loss_cls: 5.2618, loss: 5.2618 2025-08-19 00:44:14,122 - pyskl - INFO - Epoch [142][2100/7492] lr: 4.158e-04, eta: 9:29:11, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5766, top5_acc: 0.8016, loss_cls: 5.2435, loss: 5.2435 2025-08-19 00:45:06,880 - pyskl - INFO - Epoch [142][2200/7492] lr: 4.145e-04, eta: 9:28:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5644, top5_acc: 0.8037, loss_cls: 5.2523, loss: 5.2523 2025-08-19 00:45:59,079 - pyskl - INFO - Epoch [142][2300/7492] lr: 4.132e-04, eta: 9:27:27, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5559, top5_acc: 0.8016, loss_cls: 5.3470, loss: 5.3470 2025-08-19 00:46:51,696 - pyskl - INFO - Epoch [142][2400/7492] lr: 4.120e-04, eta: 9:26:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5606, top5_acc: 0.7987, loss_cls: 5.3083, loss: 5.3083 2025-08-19 00:47:44,339 - pyskl - INFO - Epoch [142][2500/7492] lr: 4.107e-04, eta: 9:25:42, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5519, top5_acc: 0.7925, loss_cls: 5.3857, loss: 5.3857 2025-08-19 00:48:37,050 - pyskl - INFO - Epoch [142][2600/7492] lr: 4.094e-04, eta: 9:24:50, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5731, top5_acc: 0.8016, loss_cls: 5.2202, loss: 5.2202 2025-08-19 00:49:29,806 - pyskl - INFO - Epoch [142][2700/7492] lr: 4.082e-04, eta: 9:23:58, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5731, top5_acc: 0.8091, loss_cls: 5.2347, loss: 5.2347 2025-08-19 00:50:22,165 - pyskl - INFO - Epoch [142][2800/7492] lr: 4.069e-04, eta: 9:23:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5719, top5_acc: 0.8084, loss_cls: 5.2778, loss: 5.2778 2025-08-19 00:51:14,766 - pyskl - INFO - Epoch [142][2900/7492] lr: 4.057e-04, eta: 9:22:13, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5666, top5_acc: 0.7966, loss_cls: 5.3268, loss: 5.3268 2025-08-19 00:52:06,990 - pyskl - INFO - Epoch [142][3000/7492] lr: 4.044e-04, eta: 9:21:21, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5575, top5_acc: 0.7994, loss_cls: 5.3162, loss: 5.3162 2025-08-19 00:52:59,446 - pyskl - INFO - Epoch [142][3100/7492] lr: 4.032e-04, eta: 9:20:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5656, top5_acc: 0.8141, loss_cls: 5.2431, loss: 5.2431 2025-08-19 00:53:51,755 - pyskl - INFO - Epoch [142][3200/7492] lr: 4.019e-04, eta: 9:19:36, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5616, top5_acc: 0.8094, loss_cls: 5.2656, loss: 5.2656 2025-08-19 00:54:44,262 - pyskl - INFO - Epoch [142][3300/7492] lr: 4.007e-04, eta: 9:18:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5691, top5_acc: 0.8013, loss_cls: 5.2984, loss: 5.2984 2025-08-19 00:55:36,852 - pyskl - INFO - Epoch [142][3400/7492] lr: 3.994e-04, eta: 9:17:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5616, top5_acc: 0.7922, loss_cls: 5.3407, loss: 5.3407 2025-08-19 00:56:29,258 - pyskl - INFO - Epoch [142][3500/7492] lr: 3.982e-04, eta: 9:17:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5513, top5_acc: 0.8066, loss_cls: 5.3331, loss: 5.3331 2025-08-19 00:57:21,690 - pyskl - INFO - Epoch [142][3600/7492] lr: 3.969e-04, eta: 9:16:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5534, top5_acc: 0.7913, loss_cls: 5.3978, loss: 5.3978 2025-08-19 00:58:14,183 - pyskl - INFO - Epoch [142][3700/7492] lr: 3.957e-04, eta: 9:15:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5384, top5_acc: 0.7959, loss_cls: 5.4680, loss: 5.4680 2025-08-19 00:59:06,372 - pyskl - INFO - Epoch [142][3800/7492] lr: 3.945e-04, eta: 9:14:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5650, top5_acc: 0.8053, loss_cls: 5.2333, loss: 5.2333 2025-08-19 00:59:59,030 - pyskl - INFO - Epoch [142][3900/7492] lr: 3.932e-04, eta: 9:13:30, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5609, top5_acc: 0.8044, loss_cls: 5.4259, loss: 5.4259 2025-08-19 01:00:51,486 - pyskl - INFO - Epoch [142][4000/7492] lr: 3.920e-04, eta: 9:12:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5719, top5_acc: 0.8072, loss_cls: 5.2508, loss: 5.2508 2025-08-19 01:01:43,916 - pyskl - INFO - Epoch [142][4100/7492] lr: 3.908e-04, eta: 9:11:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5653, top5_acc: 0.8056, loss_cls: 5.3632, loss: 5.3632 2025-08-19 01:02:36,451 - pyskl - INFO - Epoch [142][4200/7492] lr: 3.895e-04, eta: 9:10:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5728, top5_acc: 0.8081, loss_cls: 5.2441, loss: 5.2441 2025-08-19 01:03:29,240 - pyskl - INFO - Epoch [142][4300/7492] lr: 3.883e-04, eta: 9:10:01, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5428, top5_acc: 0.7981, loss_cls: 5.3138, loss: 5.3138 2025-08-19 01:04:21,698 - pyskl - INFO - Epoch [142][4400/7492] lr: 3.871e-04, eta: 9:09:09, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5681, top5_acc: 0.8025, loss_cls: 5.2437, loss: 5.2437 2025-08-19 01:05:14,309 - pyskl - INFO - Epoch [142][4500/7492] lr: 3.858e-04, eta: 9:08:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5581, top5_acc: 0.8056, loss_cls: 5.2882, loss: 5.2882 2025-08-19 01:06:07,326 - pyskl - INFO - Epoch [142][4600/7492] lr: 3.846e-04, eta: 9:07:25, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5778, top5_acc: 0.8175, loss_cls: 5.1914, loss: 5.1914 2025-08-19 01:06:59,745 - pyskl - INFO - Epoch [142][4700/7492] lr: 3.834e-04, eta: 9:06:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5784, top5_acc: 0.8134, loss_cls: 5.2140, loss: 5.2140 2025-08-19 01:07:52,372 - pyskl - INFO - Epoch [142][4800/7492] lr: 3.822e-04, eta: 9:05:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5534, top5_acc: 0.7913, loss_cls: 5.4020, loss: 5.4020 2025-08-19 01:08:44,826 - pyskl - INFO - Epoch [142][4900/7492] lr: 3.810e-04, eta: 9:04:48, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5625, top5_acc: 0.8069, loss_cls: 5.2599, loss: 5.2599 2025-08-19 01:09:37,152 - pyskl - INFO - Epoch [142][5000/7492] lr: 3.798e-04, eta: 9:03:56, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5719, top5_acc: 0.8106, loss_cls: 5.2212, loss: 5.2212 2025-08-19 01:10:30,035 - pyskl - INFO - Epoch [142][5100/7492] lr: 3.785e-04, eta: 9:03:03, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5597, top5_acc: 0.7947, loss_cls: 5.2309, loss: 5.2309 2025-08-19 01:11:22,936 - pyskl - INFO - Epoch [142][5200/7492] lr: 3.773e-04, eta: 9:02:11, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5722, top5_acc: 0.8125, loss_cls: 5.1744, loss: 5.1744 2025-08-19 01:12:15,922 - pyskl - INFO - Epoch [142][5300/7492] lr: 3.761e-04, eta: 9:01:19, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5556, top5_acc: 0.7944, loss_cls: 5.2505, loss: 5.2505 2025-08-19 01:13:09,084 - pyskl - INFO - Epoch [142][5400/7492] lr: 3.749e-04, eta: 9:00:27, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.5563, top5_acc: 0.8022, loss_cls: 5.3757, loss: 5.3757 2025-08-19 01:14:01,893 - pyskl - INFO - Epoch [142][5500/7492] lr: 3.737e-04, eta: 8:59:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 5.3338, loss: 5.3338 2025-08-19 01:14:54,681 - pyskl - INFO - Epoch [142][5600/7492] lr: 3.725e-04, eta: 8:58:42, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5609, top5_acc: 0.8000, loss_cls: 5.2804, loss: 5.2804 2025-08-19 01:15:47,479 - pyskl - INFO - Epoch [142][5700/7492] lr: 3.713e-04, eta: 8:57:50, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5750, top5_acc: 0.7975, loss_cls: 5.2194, loss: 5.2194 2025-08-19 01:16:40,354 - pyskl - INFO - Epoch [142][5800/7492] lr: 3.701e-04, eta: 8:56:58, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5478, top5_acc: 0.7881, loss_cls: 5.3777, loss: 5.3777 2025-08-19 01:17:33,492 - pyskl - INFO - Epoch [142][5900/7492] lr: 3.689e-04, eta: 8:56:05, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.5747, top5_acc: 0.8172, loss_cls: 5.2595, loss: 5.2595 2025-08-19 01:18:26,500 - pyskl - INFO - Epoch [142][6000/7492] lr: 3.677e-04, eta: 8:55:13, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5625, top5_acc: 0.8066, loss_cls: 5.2707, loss: 5.2707 2025-08-19 01:19:19,392 - pyskl - INFO - Epoch [142][6100/7492] lr: 3.665e-04, eta: 8:54:21, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5687, top5_acc: 0.7906, loss_cls: 5.3929, loss: 5.3929 2025-08-19 01:20:12,397 - pyskl - INFO - Epoch [142][6200/7492] lr: 3.653e-04, eta: 8:53:29, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5666, top5_acc: 0.8044, loss_cls: 5.2890, loss: 5.2890 2025-08-19 01:21:05,190 - pyskl - INFO - Epoch [142][6300/7492] lr: 3.641e-04, eta: 8:52:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5600, top5_acc: 0.8003, loss_cls: 5.2292, loss: 5.2292 2025-08-19 01:21:58,059 - pyskl - INFO - Epoch [142][6400/7492] lr: 3.630e-04, eta: 8:51:44, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5456, top5_acc: 0.7916, loss_cls: 5.3557, loss: 5.3557 2025-08-19 01:22:50,673 - pyskl - INFO - Epoch [142][6500/7492] lr: 3.618e-04, eta: 8:50:52, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5687, top5_acc: 0.7966, loss_cls: 5.2297, loss: 5.2297 2025-08-19 01:23:42,995 - pyskl - INFO - Epoch [142][6600/7492] lr: 3.606e-04, eta: 8:50:00, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5666, top5_acc: 0.8069, loss_cls: 5.3344, loss: 5.3344 2025-08-19 01:24:35,369 - pyskl - INFO - Epoch [142][6700/7492] lr: 3.594e-04, eta: 8:49:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5625, top5_acc: 0.7966, loss_cls: 5.2809, loss: 5.2809 2025-08-19 01:25:27,872 - pyskl - INFO - Epoch [142][6800/7492] lr: 3.582e-04, eta: 8:48:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5731, top5_acc: 0.8156, loss_cls: 5.1813, loss: 5.1813 2025-08-19 01:26:19,888 - pyskl - INFO - Epoch [142][6900/7492] lr: 3.570e-04, eta: 8:47:23, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5594, top5_acc: 0.7969, loss_cls: 5.2852, loss: 5.2852 2025-08-19 01:27:12,562 - pyskl - INFO - Epoch [142][7000/7492] lr: 3.559e-04, eta: 8:46:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5584, top5_acc: 0.7994, loss_cls: 5.3084, loss: 5.3084 2025-08-19 01:28:05,052 - pyskl - INFO - Epoch [142][7100/7492] lr: 3.547e-04, eta: 8:45:38, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5737, top5_acc: 0.8066, loss_cls: 5.2529, loss: 5.2529 2025-08-19 01:28:57,487 - pyskl - INFO - Epoch [142][7200/7492] lr: 3.535e-04, eta: 8:44:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5778, top5_acc: 0.8034, loss_cls: 5.2008, loss: 5.2008 2025-08-19 01:29:50,074 - pyskl - INFO - Epoch [142][7300/7492] lr: 3.524e-04, eta: 8:43:54, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5794, top5_acc: 0.8044, loss_cls: 5.3399, loss: 5.3399 2025-08-19 01:30:42,487 - pyskl - INFO - Epoch [142][7400/7492] lr: 3.512e-04, eta: 8:43:01, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5406, top5_acc: 0.7906, loss_cls: 5.4923, loss: 5.4923 2025-08-19 01:31:31,793 - pyskl - INFO - Saving checkpoint at 142 epochs 2025-08-19 01:32:26,271 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 01:32:27,023 - pyskl - INFO - top1_acc 0.4430 top5_acc 0.6944 2025-08-19 01:32:27,023 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 01:32:27,065 - pyskl - INFO - mean_acc 0.4429 2025-08-19 01:32:27,136 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_141.pth was removed 2025-08-19 01:32:28,238 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_142.pth. 2025-08-19 01:32:28,239 - pyskl - INFO - Best top1_acc is 0.4430 at 142 epoch. 2025-08-19 01:32:28,254 - pyskl - INFO - Epoch(val) [142][617] top1_acc: 0.4430, top5_acc: 0.6944, mean_class_accuracy: 0.4429 2025-08-19 01:33:49,536 - pyskl - INFO - Epoch [143][100/7492] lr: 3.489e-04, eta: 8:41:20, time: 0.813, data_time: 0.291, memory: 13026, top1_acc: 0.5800, top5_acc: 0.8213, loss_cls: 5.1111, loss: 5.1111 2025-08-19 01:34:41,834 - pyskl - INFO - Epoch [143][200/7492] lr: 3.478e-04, eta: 8:40:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5725, top5_acc: 0.8119, loss_cls: 5.2455, loss: 5.2455 2025-08-19 01:35:34,401 - pyskl - INFO - Epoch [143][300/7492] lr: 3.466e-04, eta: 8:39:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5703, top5_acc: 0.8175, loss_cls: 5.2580, loss: 5.2580 2025-08-19 01:36:26,530 - pyskl - INFO - Epoch [143][400/7492] lr: 3.455e-04, eta: 8:38:43, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5900, top5_acc: 0.8222, loss_cls: 5.1131, loss: 5.1131 2025-08-19 01:37:18,983 - pyskl - INFO - Epoch [143][500/7492] lr: 3.443e-04, eta: 8:37:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5700, top5_acc: 0.8109, loss_cls: 5.2711, loss: 5.2711 2025-08-19 01:38:11,330 - pyskl - INFO - Epoch [143][600/7492] lr: 3.432e-04, eta: 8:36:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5825, top5_acc: 0.8119, loss_cls: 5.1037, loss: 5.1037 2025-08-19 01:39:03,627 - pyskl - INFO - Epoch [143][700/7492] lr: 3.420e-04, eta: 8:36:06, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5741, top5_acc: 0.8166, loss_cls: 5.1031, loss: 5.1031 2025-08-19 01:39:55,949 - pyskl - INFO - Epoch [143][800/7492] lr: 3.408e-04, eta: 8:35:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5694, top5_acc: 0.8109, loss_cls: 5.2252, loss: 5.2252 2025-08-19 01:40:48,336 - pyskl - INFO - Epoch [143][900/7492] lr: 3.397e-04, eta: 8:34:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5703, top5_acc: 0.8134, loss_cls: 5.1590, loss: 5.1590 2025-08-19 01:41:40,740 - pyskl - INFO - Epoch [143][1000/7492] lr: 3.386e-04, eta: 8:33:30, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5706, top5_acc: 0.8100, loss_cls: 5.2265, loss: 5.2265 2025-08-19 01:42:33,063 - pyskl - INFO - Epoch [143][1100/7492] lr: 3.374e-04, eta: 8:32:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5741, top5_acc: 0.8169, loss_cls: 5.1377, loss: 5.1377 2025-08-19 01:43:25,251 - pyskl - INFO - Epoch [143][1200/7492] lr: 3.363e-04, eta: 8:31:45, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5722, top5_acc: 0.8181, loss_cls: 5.1930, loss: 5.1930 2025-08-19 01:44:17,205 - pyskl - INFO - Epoch [143][1300/7492] lr: 3.351e-04, eta: 8:30:53, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5728, top5_acc: 0.8156, loss_cls: 5.1971, loss: 5.1971 2025-08-19 01:45:09,230 - pyskl - INFO - Epoch [143][1400/7492] lr: 3.340e-04, eta: 8:30:00, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5759, top5_acc: 0.8219, loss_cls: 5.1127, loss: 5.1127 2025-08-19 01:46:01,562 - pyskl - INFO - Epoch [143][1500/7492] lr: 3.328e-04, eta: 8:29:08, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5828, top5_acc: 0.8103, loss_cls: 5.1441, loss: 5.1441 2025-08-19 01:46:53,926 - pyskl - INFO - Epoch [143][1600/7492] lr: 3.317e-04, eta: 8:28:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5694, top5_acc: 0.7991, loss_cls: 5.3553, loss: 5.3553 2025-08-19 01:47:46,240 - pyskl - INFO - Epoch [143][1700/7492] lr: 3.306e-04, eta: 8:27:24, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5791, top5_acc: 0.8150, loss_cls: 5.2306, loss: 5.2306 2025-08-19 01:48:38,659 - pyskl - INFO - Epoch [143][1800/7492] lr: 3.294e-04, eta: 8:26:31, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5616, top5_acc: 0.8037, loss_cls: 5.3074, loss: 5.3074 2025-08-19 01:49:30,991 - pyskl - INFO - Epoch [143][1900/7492] lr: 3.283e-04, eta: 8:25:39, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5763, top5_acc: 0.8041, loss_cls: 5.2331, loss: 5.2331 2025-08-19 01:50:23,175 - pyskl - INFO - Epoch [143][2000/7492] lr: 3.272e-04, eta: 8:24:47, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5903, top5_acc: 0.8166, loss_cls: 5.1812, loss: 5.1812 2025-08-19 01:51:15,443 - pyskl - INFO - Epoch [143][2100/7492] lr: 3.261e-04, eta: 8:23:55, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5759, top5_acc: 0.8134, loss_cls: 5.1554, loss: 5.1554 2025-08-19 01:52:08,205 - pyskl - INFO - Epoch [143][2200/7492] lr: 3.249e-04, eta: 8:23:02, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5609, top5_acc: 0.8044, loss_cls: 5.2941, loss: 5.2941 2025-08-19 01:53:00,644 - pyskl - INFO - Epoch [143][2300/7492] lr: 3.238e-04, eta: 8:22:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5759, top5_acc: 0.8044, loss_cls: 5.2307, loss: 5.2307 2025-08-19 01:53:53,022 - pyskl - INFO - Epoch [143][2400/7492] lr: 3.227e-04, eta: 8:21:18, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5806, top5_acc: 0.8172, loss_cls: 5.1438, loss: 5.1438 2025-08-19 01:54:45,727 - pyskl - INFO - Epoch [143][2500/7492] lr: 3.216e-04, eta: 8:20:25, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5856, top5_acc: 0.8122, loss_cls: 5.0837, loss: 5.0837 2025-08-19 01:55:38,408 - pyskl - INFO - Epoch [143][2600/7492] lr: 3.205e-04, eta: 8:19:33, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5753, top5_acc: 0.8109, loss_cls: 5.2716, loss: 5.2716 2025-08-19 01:56:31,085 - pyskl - INFO - Epoch [143][2700/7492] lr: 3.193e-04, eta: 8:18:41, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5772, top5_acc: 0.8078, loss_cls: 5.2305, loss: 5.2305 2025-08-19 01:57:23,935 - pyskl - INFO - Epoch [143][2800/7492] lr: 3.182e-04, eta: 8:17:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5750, top5_acc: 0.8131, loss_cls: 5.1573, loss: 5.1573 2025-08-19 01:58:16,442 - pyskl - INFO - Epoch [143][2900/7492] lr: 3.171e-04, eta: 8:16:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5813, top5_acc: 0.8144, loss_cls: 5.2259, loss: 5.2259 2025-08-19 01:59:09,097 - pyskl - INFO - Epoch [143][3000/7492] lr: 3.160e-04, eta: 8:16:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5613, top5_acc: 0.8075, loss_cls: 5.2339, loss: 5.2339 2025-08-19 02:00:01,564 - pyskl - INFO - Epoch [143][3100/7492] lr: 3.149e-04, eta: 8:15:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5694, top5_acc: 0.8178, loss_cls: 5.1530, loss: 5.1530 2025-08-19 02:00:54,228 - pyskl - INFO - Epoch [143][3200/7492] lr: 3.138e-04, eta: 8:14:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5669, top5_acc: 0.8100, loss_cls: 5.2688, loss: 5.2688 2025-08-19 02:01:46,889 - pyskl - INFO - Epoch [143][3300/7492] lr: 3.127e-04, eta: 8:13:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5616, top5_acc: 0.8041, loss_cls: 5.2401, loss: 5.2401 2025-08-19 02:02:39,650 - pyskl - INFO - Epoch [143][3400/7492] lr: 3.116e-04, eta: 8:12:35, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5725, top5_acc: 0.8156, loss_cls: 5.1889, loss: 5.1889 2025-08-19 02:03:32,134 - pyskl - INFO - Epoch [143][3500/7492] lr: 3.105e-04, eta: 8:11:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5737, top5_acc: 0.8056, loss_cls: 5.2920, loss: 5.2920 2025-08-19 02:04:24,874 - pyskl - INFO - Epoch [143][3600/7492] lr: 3.094e-04, eta: 8:10:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5875, top5_acc: 0.8141, loss_cls: 5.1418, loss: 5.1418 2025-08-19 02:05:17,434 - pyskl - INFO - Epoch [143][3700/7492] lr: 3.083e-04, eta: 8:09:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5656, top5_acc: 0.8100, loss_cls: 5.2704, loss: 5.2704 2025-08-19 02:06:10,006 - pyskl - INFO - Epoch [143][3800/7492] lr: 3.072e-04, eta: 8:09:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5716, top5_acc: 0.8134, loss_cls: 5.1592, loss: 5.1592 2025-08-19 02:07:02,521 - pyskl - INFO - Epoch [143][3900/7492] lr: 3.061e-04, eta: 8:08:14, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5887, top5_acc: 0.8028, loss_cls: 5.2092, loss: 5.2092 2025-08-19 02:07:55,049 - pyskl - INFO - Epoch [143][4000/7492] lr: 3.050e-04, eta: 8:07:22, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5687, top5_acc: 0.8025, loss_cls: 5.2425, loss: 5.2425 2025-08-19 02:08:47,563 - pyskl - INFO - Epoch [143][4100/7492] lr: 3.039e-04, eta: 8:06:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5863, top5_acc: 0.8200, loss_cls: 5.0686, loss: 5.0686 2025-08-19 02:09:40,263 - pyskl - INFO - Epoch [143][4200/7492] lr: 3.029e-04, eta: 8:05:37, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5878, top5_acc: 0.8266, loss_cls: 5.0273, loss: 5.0273 2025-08-19 02:10:32,821 - pyskl - INFO - Epoch [143][4300/7492] lr: 3.018e-04, eta: 8:04:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5825, top5_acc: 0.8187, loss_cls: 5.1842, loss: 5.1842 2025-08-19 02:11:25,502 - pyskl - INFO - Epoch [143][4400/7492] lr: 3.007e-04, eta: 8:03:53, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5713, top5_acc: 0.8016, loss_cls: 5.2726, loss: 5.2726 2025-08-19 02:12:18,058 - pyskl - INFO - Epoch [143][4500/7492] lr: 2.996e-04, eta: 8:03:00, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5681, top5_acc: 0.8106, loss_cls: 5.2298, loss: 5.2298 2025-08-19 02:13:10,512 - pyskl - INFO - Epoch [143][4600/7492] lr: 2.985e-04, eta: 8:02:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5719, top5_acc: 0.8159, loss_cls: 5.1957, loss: 5.1957 2025-08-19 02:14:03,304 - pyskl - INFO - Epoch [143][4700/7492] lr: 2.975e-04, eta: 8:01:16, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5744, top5_acc: 0.8166, loss_cls: 5.1345, loss: 5.1345 2025-08-19 02:14:55,984 - pyskl - INFO - Epoch [143][4800/7492] lr: 2.964e-04, eta: 8:00:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5666, top5_acc: 0.7997, loss_cls: 5.2727, loss: 5.2727 2025-08-19 02:15:48,691 - pyskl - INFO - Epoch [143][4900/7492] lr: 2.953e-04, eta: 7:59:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5778, top5_acc: 0.8156, loss_cls: 5.1548, loss: 5.1548 2025-08-19 02:16:41,222 - pyskl - INFO - Epoch [143][5000/7492] lr: 2.942e-04, eta: 7:58:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5675, top5_acc: 0.8063, loss_cls: 5.3336, loss: 5.3336 2025-08-19 02:17:33,796 - pyskl - INFO - Epoch [143][5100/7492] lr: 2.932e-04, eta: 7:57:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5631, top5_acc: 0.8137, loss_cls: 5.2237, loss: 5.2237 2025-08-19 02:18:26,295 - pyskl - INFO - Epoch [143][5200/7492] lr: 2.921e-04, eta: 7:56:54, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5831, top5_acc: 0.8191, loss_cls: 5.1226, loss: 5.1226 2025-08-19 02:19:18,814 - pyskl - INFO - Epoch [143][5300/7492] lr: 2.910e-04, eta: 7:56:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5694, top5_acc: 0.7966, loss_cls: 5.3210, loss: 5.3210 2025-08-19 02:20:11,495 - pyskl - INFO - Epoch [143][5400/7492] lr: 2.900e-04, eta: 7:55:10, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5863, top5_acc: 0.8103, loss_cls: 5.2342, loss: 5.2342 2025-08-19 02:21:04,299 - pyskl - INFO - Epoch [143][5500/7492] lr: 2.889e-04, eta: 7:54:18, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5744, top5_acc: 0.8047, loss_cls: 5.1854, loss: 5.1854 2025-08-19 02:21:56,776 - pyskl - INFO - Epoch [143][5600/7492] lr: 2.879e-04, eta: 7:53:25, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5747, top5_acc: 0.8187, loss_cls: 5.1401, loss: 5.1401 2025-08-19 02:22:49,373 - pyskl - INFO - Epoch [143][5700/7492] lr: 2.868e-04, eta: 7:52:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5913, top5_acc: 0.8275, loss_cls: 5.1007, loss: 5.1007 2025-08-19 02:23:42,191 - pyskl - INFO - Epoch [143][5800/7492] lr: 2.858e-04, eta: 7:51:41, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5659, top5_acc: 0.8084, loss_cls: 5.2460, loss: 5.2460 2025-08-19 02:24:34,953 - pyskl - INFO - Epoch [143][5900/7492] lr: 2.847e-04, eta: 7:50:49, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5747, top5_acc: 0.8137, loss_cls: 5.1467, loss: 5.1467 2025-08-19 02:25:27,591 - pyskl - INFO - Epoch [143][6000/7492] lr: 2.836e-04, eta: 7:49:56, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5591, top5_acc: 0.8066, loss_cls: 5.3227, loss: 5.3227 2025-08-19 02:26:20,024 - pyskl - INFO - Epoch [143][6100/7492] lr: 2.826e-04, eta: 7:49:04, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5841, top5_acc: 0.8163, loss_cls: 5.1364, loss: 5.1364 2025-08-19 02:27:12,573 - pyskl - INFO - Epoch [143][6200/7492] lr: 2.816e-04, eta: 7:48:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5556, top5_acc: 0.8087, loss_cls: 5.2047, loss: 5.2047 2025-08-19 02:28:05,092 - pyskl - INFO - Epoch [143][6300/7492] lr: 2.805e-04, eta: 7:47:20, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5578, top5_acc: 0.7919, loss_cls: 5.3003, loss: 5.3003 2025-08-19 02:28:57,913 - pyskl - INFO - Epoch [143][6400/7492] lr: 2.795e-04, eta: 7:46:27, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5766, top5_acc: 0.8166, loss_cls: 5.2095, loss: 5.2095 2025-08-19 02:29:50,771 - pyskl - INFO - Epoch [143][6500/7492] lr: 2.784e-04, eta: 7:45:35, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5678, top5_acc: 0.8113, loss_cls: 5.2554, loss: 5.2554 2025-08-19 02:30:43,548 - pyskl - INFO - Epoch [143][6600/7492] lr: 2.774e-04, eta: 7:44:43, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5669, top5_acc: 0.8028, loss_cls: 5.2000, loss: 5.2000 2025-08-19 02:31:36,204 - pyskl - INFO - Epoch [143][6700/7492] lr: 2.763e-04, eta: 7:43:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5766, top5_acc: 0.8094, loss_cls: 5.2791, loss: 5.2791 2025-08-19 02:32:28,723 - pyskl - INFO - Epoch [143][6800/7492] lr: 2.753e-04, eta: 7:42:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5647, top5_acc: 0.8128, loss_cls: 5.1385, loss: 5.1385 2025-08-19 02:33:21,674 - pyskl - INFO - Epoch [143][6900/7492] lr: 2.743e-04, eta: 7:42:06, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5669, top5_acc: 0.8059, loss_cls: 5.1603, loss: 5.1603 2025-08-19 02:34:14,070 - pyskl - INFO - Epoch [143][7000/7492] lr: 2.732e-04, eta: 7:41:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5706, top5_acc: 0.7991, loss_cls: 5.2050, loss: 5.2050 2025-08-19 02:35:06,658 - pyskl - INFO - Epoch [143][7100/7492] lr: 2.722e-04, eta: 7:40:22, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5728, top5_acc: 0.8091, loss_cls: 5.1702, loss: 5.1702 2025-08-19 02:35:59,107 - pyskl - INFO - Epoch [143][7200/7492] lr: 2.712e-04, eta: 7:39:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5719, top5_acc: 0.8069, loss_cls: 5.2148, loss: 5.2148 2025-08-19 02:36:51,675 - pyskl - INFO - Epoch [143][7300/7492] lr: 2.702e-04, eta: 7:38:37, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5728, top5_acc: 0.8091, loss_cls: 5.2877, loss: 5.2877 2025-08-19 02:37:44,403 - pyskl - INFO - Epoch [143][7400/7492] lr: 2.691e-04, eta: 7:37:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5597, top5_acc: 0.8097, loss_cls: 5.2378, loss: 5.2378 2025-08-19 02:38:33,716 - pyskl - INFO - Saving checkpoint at 143 epochs 2025-08-19 02:39:28,779 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 02:39:29,528 - pyskl - INFO - top1_acc 0.4430 top5_acc 0.6973 2025-08-19 02:39:29,528 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 02:39:29,569 - pyskl - INFO - mean_acc 0.4428 2025-08-19 02:39:29,582 - pyskl - INFO - Epoch(val) [143][617] top1_acc: 0.4430, top5_acc: 0.6973, mean_class_accuracy: 0.4428 2025-08-19 02:40:51,083 - pyskl - INFO - Epoch [144][100/7492] lr: 2.672e-04, eta: 7:36:03, time: 0.815, data_time: 0.294, memory: 13026, top1_acc: 0.5766, top5_acc: 0.8034, loss_cls: 5.2435, loss: 5.2435 2025-08-19 02:41:43,679 - pyskl - INFO - Epoch [144][200/7492] lr: 2.662e-04, eta: 7:35:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5819, top5_acc: 0.8156, loss_cls: 5.2088, loss: 5.2088 2025-08-19 02:42:36,000 - pyskl - INFO - Epoch [144][300/7492] lr: 2.651e-04, eta: 7:34:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5881, top5_acc: 0.8113, loss_cls: 5.0781, loss: 5.0781 2025-08-19 02:43:28,578 - pyskl - INFO - Epoch [144][400/7492] lr: 2.641e-04, eta: 7:33:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5725, top5_acc: 0.8172, loss_cls: 5.2328, loss: 5.2328 2025-08-19 02:44:21,220 - pyskl - INFO - Epoch [144][500/7492] lr: 2.631e-04, eta: 7:32:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5994, top5_acc: 0.8228, loss_cls: 5.1071, loss: 5.1071 2025-08-19 02:45:14,214 - pyskl - INFO - Epoch [144][600/7492] lr: 2.621e-04, eta: 7:31:42, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5903, top5_acc: 0.8228, loss_cls: 5.0337, loss: 5.0337 2025-08-19 02:46:06,271 - pyskl - INFO - Epoch [144][700/7492] lr: 2.611e-04, eta: 7:30:50, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5922, top5_acc: 0.8391, loss_cls: 4.9884, loss: 4.9884 2025-08-19 02:46:58,371 - pyskl - INFO - Epoch [144][800/7492] lr: 2.601e-04, eta: 7:29:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5959, top5_acc: 0.8241, loss_cls: 5.1300, loss: 5.1300 2025-08-19 02:47:51,111 - pyskl - INFO - Epoch [144][900/7492] lr: 2.591e-04, eta: 7:29:05, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5928, top5_acc: 0.8294, loss_cls: 5.0460, loss: 5.0460 2025-08-19 02:48:43,169 - pyskl - INFO - Epoch [144][1000/7492] lr: 2.581e-04, eta: 7:28:13, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5834, top5_acc: 0.8163, loss_cls: 5.0965, loss: 5.0965 2025-08-19 02:49:35,571 - pyskl - INFO - Epoch [144][1100/7492] lr: 2.571e-04, eta: 7:27:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5872, top5_acc: 0.8281, loss_cls: 5.0985, loss: 5.0985 2025-08-19 02:50:27,514 - pyskl - INFO - Epoch [144][1200/7492] lr: 2.561e-04, eta: 7:26:28, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.5806, top5_acc: 0.8219, loss_cls: 5.1411, loss: 5.1411 2025-08-19 02:51:19,399 - pyskl - INFO - Epoch [144][1300/7492] lr: 2.551e-04, eta: 7:25:36, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.5734, top5_acc: 0.8125, loss_cls: 5.1497, loss: 5.1497 2025-08-19 02:52:11,648 - pyskl - INFO - Epoch [144][1400/7492] lr: 2.541e-04, eta: 7:24:44, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5866, top5_acc: 0.8275, loss_cls: 5.0496, loss: 5.0496 2025-08-19 02:53:04,132 - pyskl - INFO - Epoch [144][1500/7492] lr: 2.531e-04, eta: 7:23:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5875, top5_acc: 0.8181, loss_cls: 5.0925, loss: 5.0925 2025-08-19 02:53:56,510 - pyskl - INFO - Epoch [144][1600/7492] lr: 2.521e-04, eta: 7:22:59, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5828, top5_acc: 0.8187, loss_cls: 5.1672, loss: 5.1672 2025-08-19 02:54:49,123 - pyskl - INFO - Epoch [144][1700/7492] lr: 2.511e-04, eta: 7:22:07, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5766, top5_acc: 0.8153, loss_cls: 5.1571, loss: 5.1571 2025-08-19 02:55:41,546 - pyskl - INFO - Epoch [144][1800/7492] lr: 2.501e-04, eta: 7:21:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5850, top5_acc: 0.8153, loss_cls: 5.2393, loss: 5.2393 2025-08-19 02:56:33,916 - pyskl - INFO - Epoch [144][1900/7492] lr: 2.492e-04, eta: 7:20:23, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5922, top5_acc: 0.8331, loss_cls: 5.0108, loss: 5.0108 2025-08-19 02:57:26,426 - pyskl - INFO - Epoch [144][2000/7492] lr: 2.482e-04, eta: 7:19:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5884, top5_acc: 0.8159, loss_cls: 5.1764, loss: 5.1764 2025-08-19 02:58:19,063 - pyskl - INFO - Epoch [144][2100/7492] lr: 2.472e-04, eta: 7:18:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5828, top5_acc: 0.8125, loss_cls: 5.1622, loss: 5.1622 2025-08-19 02:59:12,037 - pyskl - INFO - Epoch [144][2200/7492] lr: 2.462e-04, eta: 7:17:46, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5863, top5_acc: 0.8169, loss_cls: 5.1298, loss: 5.1298 2025-08-19 03:00:04,351 - pyskl - INFO - Epoch [144][2300/7492] lr: 2.452e-04, eta: 7:16:53, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5813, top5_acc: 0.8134, loss_cls: 5.2417, loss: 5.2417 2025-08-19 03:00:56,827 - pyskl - INFO - Epoch [144][2400/7492] lr: 2.443e-04, eta: 7:16:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5728, top5_acc: 0.8153, loss_cls: 5.1271, loss: 5.1271 2025-08-19 03:01:49,597 - pyskl - INFO - Epoch [144][2500/7492] lr: 2.433e-04, eta: 7:15:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5728, top5_acc: 0.8156, loss_cls: 5.1504, loss: 5.1504 2025-08-19 03:02:42,241 - pyskl - INFO - Epoch [144][2600/7492] lr: 2.423e-04, eta: 7:14:17, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5763, top5_acc: 0.8147, loss_cls: 5.1149, loss: 5.1149 2025-08-19 03:03:34,650 - pyskl - INFO - Epoch [144][2700/7492] lr: 2.413e-04, eta: 7:13:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5959, top5_acc: 0.8319, loss_cls: 5.0330, loss: 5.0330 2025-08-19 03:04:27,531 - pyskl - INFO - Epoch [144][2800/7492] lr: 2.404e-04, eta: 7:12:32, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5962, top5_acc: 0.8294, loss_cls: 5.0662, loss: 5.0662 2025-08-19 03:05:20,151 - pyskl - INFO - Epoch [144][2900/7492] lr: 2.394e-04, eta: 7:11:40, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5969, top5_acc: 0.8194, loss_cls: 5.0072, loss: 5.0072 2025-08-19 03:06:12,572 - pyskl - INFO - Epoch [144][3000/7492] lr: 2.384e-04, eta: 7:10:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5897, top5_acc: 0.8163, loss_cls: 5.0708, loss: 5.0708 2025-08-19 03:07:05,052 - pyskl - INFO - Epoch [144][3100/7492] lr: 2.375e-04, eta: 7:09:55, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5919, top5_acc: 0.8263, loss_cls: 5.1031, loss: 5.1031 2025-08-19 03:07:57,330 - pyskl - INFO - Epoch [144][3200/7492] lr: 2.365e-04, eta: 7:09:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5863, top5_acc: 0.8206, loss_cls: 5.1294, loss: 5.1294 2025-08-19 03:08:49,930 - pyskl - INFO - Epoch [144][3300/7492] lr: 2.356e-04, eta: 7:08:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5797, top5_acc: 0.8119, loss_cls: 5.1453, loss: 5.1453 2025-08-19 03:09:42,404 - pyskl - INFO - Epoch [144][3400/7492] lr: 2.346e-04, eta: 7:07:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5950, top5_acc: 0.8350, loss_cls: 5.0796, loss: 5.0796 2025-08-19 03:10:34,674 - pyskl - INFO - Epoch [144][3500/7492] lr: 2.337e-04, eta: 7:06:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5947, top5_acc: 0.8247, loss_cls: 5.1487, loss: 5.1487 2025-08-19 03:11:27,434 - pyskl - INFO - Epoch [144][3600/7492] lr: 2.327e-04, eta: 7:05:34, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5809, top5_acc: 0.8097, loss_cls: 5.1524, loss: 5.1524 2025-08-19 03:12:19,863 - pyskl - INFO - Epoch [144][3700/7492] lr: 2.317e-04, eta: 7:04:42, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5700, top5_acc: 0.8091, loss_cls: 5.1469, loss: 5.1469 2025-08-19 03:13:12,083 - pyskl - INFO - Epoch [144][3800/7492] lr: 2.308e-04, eta: 7:03:49, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5906, top5_acc: 0.8163, loss_cls: 5.1191, loss: 5.1191 2025-08-19 03:14:04,494 - pyskl - INFO - Epoch [144][3900/7492] lr: 2.299e-04, eta: 7:02:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5666, top5_acc: 0.8109, loss_cls: 5.1602, loss: 5.1602 2025-08-19 03:14:56,965 - pyskl - INFO - Epoch [144][4000/7492] lr: 2.289e-04, eta: 7:02:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5775, top5_acc: 0.8134, loss_cls: 5.1570, loss: 5.1570 2025-08-19 03:15:49,394 - pyskl - INFO - Epoch [144][4100/7492] lr: 2.280e-04, eta: 7:01:13, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5787, top5_acc: 0.8263, loss_cls: 5.0731, loss: 5.0731 2025-08-19 03:16:41,831 - pyskl - INFO - Epoch [144][4200/7492] lr: 2.270e-04, eta: 7:00:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5794, top5_acc: 0.8163, loss_cls: 5.1735, loss: 5.1735 2025-08-19 03:17:34,117 - pyskl - INFO - Epoch [144][4300/7492] lr: 2.261e-04, eta: 6:59:28, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5841, top5_acc: 0.8281, loss_cls: 5.0342, loss: 5.0342 2025-08-19 03:18:26,661 - pyskl - INFO - Epoch [144][4400/7492] lr: 2.252e-04, eta: 6:58:36, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5844, top5_acc: 0.8150, loss_cls: 5.1095, loss: 5.1095 2025-08-19 03:19:19,112 - pyskl - INFO - Epoch [144][4500/7492] lr: 2.242e-04, eta: 6:57:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5859, top5_acc: 0.8097, loss_cls: 5.2797, loss: 5.2797 2025-08-19 03:20:11,652 - pyskl - INFO - Epoch [144][4600/7492] lr: 2.233e-04, eta: 6:56:51, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5819, top5_acc: 0.8147, loss_cls: 5.1683, loss: 5.1683 2025-08-19 03:21:04,443 - pyskl - INFO - Epoch [144][4700/7492] lr: 2.224e-04, eta: 6:55:59, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5825, top5_acc: 0.8172, loss_cls: 5.1071, loss: 5.1071 2025-08-19 03:21:56,805 - pyskl - INFO - Epoch [144][4800/7492] lr: 2.214e-04, eta: 6:55:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6016, top5_acc: 0.8244, loss_cls: 4.9781, loss: 4.9781 2025-08-19 03:22:49,239 - pyskl - INFO - Epoch [144][4900/7492] lr: 2.205e-04, eta: 6:54:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5806, top5_acc: 0.8244, loss_cls: 5.0516, loss: 5.0516 2025-08-19 03:23:41,667 - pyskl - INFO - Epoch [144][5000/7492] lr: 2.196e-04, eta: 6:53:22, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5700, top5_acc: 0.8156, loss_cls: 5.1745, loss: 5.1745 2025-08-19 03:24:34,209 - pyskl - INFO - Epoch [144][5100/7492] lr: 2.186e-04, eta: 6:52:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5819, top5_acc: 0.8116, loss_cls: 5.0334, loss: 5.0334 2025-08-19 03:25:26,590 - pyskl - INFO - Epoch [144][5200/7492] lr: 2.177e-04, eta: 6:51:38, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5775, top5_acc: 0.8113, loss_cls: 5.2444, loss: 5.2444 2025-08-19 03:26:19,021 - pyskl - INFO - Epoch [144][5300/7492] lr: 2.168e-04, eta: 6:50:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5822, top5_acc: 0.8294, loss_cls: 5.1181, loss: 5.1181 2025-08-19 03:27:11,485 - pyskl - INFO - Epoch [144][5400/7492] lr: 2.159e-04, eta: 6:49:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5884, top5_acc: 0.8187, loss_cls: 5.2073, loss: 5.2073 2025-08-19 03:28:04,068 - pyskl - INFO - Epoch [144][5500/7492] lr: 2.150e-04, eta: 6:49:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5925, top5_acc: 0.8184, loss_cls: 5.0645, loss: 5.0645 2025-08-19 03:28:56,980 - pyskl - INFO - Epoch [144][5600/7492] lr: 2.141e-04, eta: 6:48:09, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5900, top5_acc: 0.8306, loss_cls: 4.9561, loss: 4.9561 2025-08-19 03:29:49,579 - pyskl - INFO - Epoch [144][5700/7492] lr: 2.131e-04, eta: 6:47:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5753, top5_acc: 0.8097, loss_cls: 5.0972, loss: 5.0972 2025-08-19 03:30:42,091 - pyskl - INFO - Epoch [144][5800/7492] lr: 2.122e-04, eta: 6:46:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5884, top5_acc: 0.8294, loss_cls: 5.0990, loss: 5.0990 2025-08-19 03:31:34,830 - pyskl - INFO - Epoch [144][5900/7492] lr: 2.113e-04, eta: 6:45:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5797, top5_acc: 0.8119, loss_cls: 5.2004, loss: 5.2004 2025-08-19 03:32:27,260 - pyskl - INFO - Epoch [144][6000/7492] lr: 2.104e-04, eta: 6:44:40, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5941, top5_acc: 0.8181, loss_cls: 5.0635, loss: 5.0635 2025-08-19 03:33:19,898 - pyskl - INFO - Epoch [144][6100/7492] lr: 2.095e-04, eta: 6:43:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5775, top5_acc: 0.8072, loss_cls: 5.2004, loss: 5.2004 2025-08-19 03:34:12,136 - pyskl - INFO - Epoch [144][6200/7492] lr: 2.086e-04, eta: 6:42:55, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5637, top5_acc: 0.8100, loss_cls: 5.1414, loss: 5.1414 2025-08-19 03:35:04,433 - pyskl - INFO - Epoch [144][6300/7492] lr: 2.077e-04, eta: 6:42:03, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5859, top5_acc: 0.8266, loss_cls: 5.0927, loss: 5.0927 2025-08-19 03:35:57,209 - pyskl - INFO - Epoch [144][6400/7492] lr: 2.068e-04, eta: 6:41:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5922, top5_acc: 0.8294, loss_cls: 4.9614, loss: 4.9614 2025-08-19 03:36:50,421 - pyskl - INFO - Epoch [144][6500/7492] lr: 2.059e-04, eta: 6:40:18, time: 0.532, data_time: 0.000, memory: 13026, top1_acc: 0.5897, top5_acc: 0.8178, loss_cls: 5.0443, loss: 5.0443 2025-08-19 03:37:43,274 - pyskl - INFO - Epoch [144][6600/7492] lr: 2.050e-04, eta: 6:39:26, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5850, top5_acc: 0.8156, loss_cls: 5.1211, loss: 5.1211 2025-08-19 03:38:35,757 - pyskl - INFO - Epoch [144][6700/7492] lr: 2.041e-04, eta: 6:38:34, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5859, top5_acc: 0.8247, loss_cls: 5.1075, loss: 5.1075 2025-08-19 03:39:28,627 - pyskl - INFO - Epoch [144][6800/7492] lr: 2.032e-04, eta: 6:37:41, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5887, top5_acc: 0.8256, loss_cls: 5.0608, loss: 5.0608 2025-08-19 03:40:21,252 - pyskl - INFO - Epoch [144][6900/7492] lr: 2.024e-04, eta: 6:36:49, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5850, top5_acc: 0.8197, loss_cls: 5.1053, loss: 5.1053 2025-08-19 03:41:13,950 - pyskl - INFO - Epoch [144][7000/7492] lr: 2.015e-04, eta: 6:35:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5825, top5_acc: 0.8225, loss_cls: 5.1067, loss: 5.1067 2025-08-19 03:42:06,372 - pyskl - INFO - Epoch [144][7100/7492] lr: 2.006e-04, eta: 6:35:05, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5803, top5_acc: 0.8106, loss_cls: 5.3015, loss: 5.3015 2025-08-19 03:42:58,867 - pyskl - INFO - Epoch [144][7200/7492] lr: 1.997e-04, eta: 6:34:12, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5897, top5_acc: 0.8153, loss_cls: 5.1320, loss: 5.1320 2025-08-19 03:43:50,900 - pyskl - INFO - Epoch [144][7300/7492] lr: 1.988e-04, eta: 6:33:20, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.5950, top5_acc: 0.8163, loss_cls: 5.0805, loss: 5.0805 2025-08-19 03:44:43,299 - pyskl - INFO - Epoch [144][7400/7492] lr: 1.979e-04, eta: 6:32:28, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5750, top5_acc: 0.8194, loss_cls: 5.1706, loss: 5.1706 2025-08-19 03:45:32,595 - pyskl - INFO - Saving checkpoint at 144 epochs 2025-08-19 03:46:27,513 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 03:46:28,261 - pyskl - INFO - top1_acc 0.4461 top5_acc 0.6996 2025-08-19 03:46:28,261 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 03:46:28,301 - pyskl - INFO - mean_acc 0.4459 2025-08-19 03:46:28,366 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_142.pth was removed 2025-08-19 03:46:29,468 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_144.pth. 2025-08-19 03:46:29,469 - pyskl - INFO - Best top1_acc is 0.4461 at 144 epoch. 2025-08-19 03:46:29,484 - pyskl - INFO - Epoch(val) [144][617] top1_acc: 0.4461, top5_acc: 0.6996, mean_class_accuracy: 0.4459 2025-08-19 03:47:51,690 - pyskl - INFO - Epoch [145][100/7492] lr: 1.963e-04, eta: 6:30:47, time: 0.822, data_time: 0.291, memory: 13026, top1_acc: 0.6041, top5_acc: 0.8359, loss_cls: 5.0286, loss: 5.0286 2025-08-19 03:48:43,752 - pyskl - INFO - Epoch [145][200/7492] lr: 1.954e-04, eta: 6:29:54, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5978, top5_acc: 0.8303, loss_cls: 5.0964, loss: 5.0964 2025-08-19 03:49:36,304 - pyskl - INFO - Epoch [145][300/7492] lr: 1.945e-04, eta: 6:29:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5962, top5_acc: 0.8341, loss_cls: 4.9894, loss: 4.9894 2025-08-19 03:50:28,699 - pyskl - INFO - Epoch [145][400/7492] lr: 1.937e-04, eta: 6:28:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6016, top5_acc: 0.8247, loss_cls: 4.8891, loss: 4.8891 2025-08-19 03:51:21,161 - pyskl - INFO - Epoch [145][500/7492] lr: 1.928e-04, eta: 6:27:18, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5844, top5_acc: 0.8244, loss_cls: 5.0517, loss: 5.0517 2025-08-19 03:52:13,408 - pyskl - INFO - Epoch [145][600/7492] lr: 1.919e-04, eta: 6:26:25, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5894, top5_acc: 0.8309, loss_cls: 5.0410, loss: 5.0410 2025-08-19 03:53:05,641 - pyskl - INFO - Epoch [145][700/7492] lr: 1.911e-04, eta: 6:25:33, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6075, top5_acc: 0.8306, loss_cls: 4.9203, loss: 4.9203 2025-08-19 03:53:57,764 - pyskl - INFO - Epoch [145][800/7492] lr: 1.902e-04, eta: 6:24:41, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5950, top5_acc: 0.8259, loss_cls: 5.0732, loss: 5.0732 2025-08-19 03:54:50,065 - pyskl - INFO - Epoch [145][900/7492] lr: 1.893e-04, eta: 6:23:49, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5938, top5_acc: 0.8203, loss_cls: 5.1063, loss: 5.1063 2025-08-19 03:55:42,427 - pyskl - INFO - Epoch [145][1000/7492] lr: 1.885e-04, eta: 6:22:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5944, top5_acc: 0.8309, loss_cls: 5.1032, loss: 5.1032 2025-08-19 03:56:34,767 - pyskl - INFO - Epoch [145][1100/7492] lr: 1.876e-04, eta: 6:22:04, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5909, top5_acc: 0.8272, loss_cls: 5.0510, loss: 5.0510 2025-08-19 03:57:27,065 - pyskl - INFO - Epoch [145][1200/7492] lr: 1.868e-04, eta: 6:21:12, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5922, top5_acc: 0.8184, loss_cls: 5.1152, loss: 5.1152 2025-08-19 03:58:19,409 - pyskl - INFO - Epoch [145][1300/7492] lr: 1.859e-04, eta: 6:20:19, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5975, top5_acc: 0.8278, loss_cls: 4.9801, loss: 4.9801 2025-08-19 03:59:12,104 - pyskl - INFO - Epoch [145][1400/7492] lr: 1.851e-04, eta: 6:19:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5897, top5_acc: 0.8178, loss_cls: 5.0343, loss: 5.0343 2025-08-19 04:00:04,159 - pyskl - INFO - Epoch [145][1500/7492] lr: 1.842e-04, eta: 6:18:35, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6059, top5_acc: 0.8397, loss_cls: 4.8845, loss: 4.8845 2025-08-19 04:00:56,594 - pyskl - INFO - Epoch [145][1600/7492] lr: 1.834e-04, eta: 6:17:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5931, top5_acc: 0.8237, loss_cls: 5.0120, loss: 5.0120 2025-08-19 04:01:48,893 - pyskl - INFO - Epoch [145][1700/7492] lr: 1.825e-04, eta: 6:16:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5884, top5_acc: 0.8159, loss_cls: 5.0273, loss: 5.0273 2025-08-19 04:02:41,345 - pyskl - INFO - Epoch [145][1800/7492] lr: 1.817e-04, eta: 6:15:58, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5931, top5_acc: 0.8106, loss_cls: 5.0977, loss: 5.0977 2025-08-19 04:03:33,908 - pyskl - INFO - Epoch [145][1900/7492] lr: 1.808e-04, eta: 6:15:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5984, top5_acc: 0.8375, loss_cls: 5.0418, loss: 5.0418 2025-08-19 04:04:26,301 - pyskl - INFO - Epoch [145][2000/7492] lr: 1.800e-04, eta: 6:14:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5909, top5_acc: 0.8191, loss_cls: 5.1317, loss: 5.1317 2025-08-19 04:05:18,958 - pyskl - INFO - Epoch [145][2100/7492] lr: 1.792e-04, eta: 6:13:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6025, top5_acc: 0.8353, loss_cls: 5.0243, loss: 5.0243 2025-08-19 04:06:11,014 - pyskl - INFO - Epoch [145][2200/7492] lr: 1.783e-04, eta: 6:12:29, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5819, top5_acc: 0.8213, loss_cls: 5.1110, loss: 5.1110 2025-08-19 04:07:03,283 - pyskl - INFO - Epoch [145][2300/7492] lr: 1.775e-04, eta: 6:11:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5994, top5_acc: 0.8297, loss_cls: 5.0418, loss: 5.0418 2025-08-19 04:07:55,827 - pyskl - INFO - Epoch [145][2400/7492] lr: 1.767e-04, eta: 6:10:44, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5909, top5_acc: 0.8219, loss_cls: 5.1437, loss: 5.1437 2025-08-19 04:08:48,599 - pyskl - INFO - Epoch [145][2500/7492] lr: 1.758e-04, eta: 6:09:52, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6109, top5_acc: 0.8341, loss_cls: 4.9658, loss: 4.9658 2025-08-19 04:09:40,995 - pyskl - INFO - Epoch [145][2600/7492] lr: 1.750e-04, eta: 6:09:00, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5847, top5_acc: 0.8163, loss_cls: 5.0357, loss: 5.0357 2025-08-19 04:10:33,509 - pyskl - INFO - Epoch [145][2700/7492] lr: 1.742e-04, eta: 6:08:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5944, top5_acc: 0.8225, loss_cls: 5.1186, loss: 5.1186 2025-08-19 04:11:25,960 - pyskl - INFO - Epoch [145][2800/7492] lr: 1.734e-04, eta: 6:07:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5941, top5_acc: 0.8172, loss_cls: 5.1305, loss: 5.1305 2025-08-19 04:12:18,471 - pyskl - INFO - Epoch [145][2900/7492] lr: 1.726e-04, eta: 6:06:23, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5956, top5_acc: 0.8244, loss_cls: 5.0765, loss: 5.0765 2025-08-19 04:13:11,133 - pyskl - INFO - Epoch [145][3000/7492] lr: 1.717e-04, eta: 6:05:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6000, top5_acc: 0.8359, loss_cls: 4.8746, loss: 4.8746 2025-08-19 04:14:03,634 - pyskl - INFO - Epoch [145][3100/7492] lr: 1.709e-04, eta: 6:04:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5891, top5_acc: 0.8297, loss_cls: 5.0011, loss: 5.0011 2025-08-19 04:14:55,788 - pyskl - INFO - Epoch [145][3200/7492] lr: 1.701e-04, eta: 6:03:46, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5928, top5_acc: 0.8328, loss_cls: 5.0521, loss: 5.0521 2025-08-19 04:15:48,473 - pyskl - INFO - Epoch [145][3300/7492] lr: 1.693e-04, eta: 6:02:54, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5809, top5_acc: 0.8159, loss_cls: 5.1702, loss: 5.1702 2025-08-19 04:16:40,927 - pyskl - INFO - Epoch [145][3400/7492] lr: 1.685e-04, eta: 6:02:02, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6094, top5_acc: 0.8316, loss_cls: 5.0360, loss: 5.0360 2025-08-19 04:17:33,520 - pyskl - INFO - Epoch [145][3500/7492] lr: 1.677e-04, eta: 6:01:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5997, top5_acc: 0.8300, loss_cls: 5.0098, loss: 5.0098 2025-08-19 04:18:26,225 - pyskl - INFO - Epoch [145][3600/7492] lr: 1.669e-04, eta: 6:00:17, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5803, top5_acc: 0.8144, loss_cls: 5.1203, loss: 5.1203 2025-08-19 04:19:18,831 - pyskl - INFO - Epoch [145][3700/7492] lr: 1.661e-04, eta: 5:59:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5859, top5_acc: 0.8141, loss_cls: 5.0555, loss: 5.0555 2025-08-19 04:20:11,473 - pyskl - INFO - Epoch [145][3800/7492] lr: 1.653e-04, eta: 5:58:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5884, top5_acc: 0.8297, loss_cls: 5.0639, loss: 5.0639 2025-08-19 04:21:04,012 - pyskl - INFO - Epoch [145][3900/7492] lr: 1.645e-04, eta: 5:57:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5950, top5_acc: 0.8319, loss_cls: 5.0548, loss: 5.0548 2025-08-19 04:21:56,431 - pyskl - INFO - Epoch [145][4000/7492] lr: 1.637e-04, eta: 5:56:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5922, top5_acc: 0.8269, loss_cls: 4.9966, loss: 4.9966 2025-08-19 04:22:48,903 - pyskl - INFO - Epoch [145][4100/7492] lr: 1.629e-04, eta: 5:55:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5875, top5_acc: 0.8306, loss_cls: 4.9656, loss: 4.9656 2025-08-19 04:23:41,134 - pyskl - INFO - Epoch [145][4200/7492] lr: 1.621e-04, eta: 5:55:04, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.5947, top5_acc: 0.8241, loss_cls: 4.9973, loss: 4.9973 2025-08-19 04:24:33,739 - pyskl - INFO - Epoch [145][4300/7492] lr: 1.613e-04, eta: 5:54:11, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5866, top5_acc: 0.8244, loss_cls: 5.1093, loss: 5.1093 2025-08-19 04:25:26,484 - pyskl - INFO - Epoch [145][4400/7492] lr: 1.605e-04, eta: 5:53:19, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6031, top5_acc: 0.8259, loss_cls: 5.0382, loss: 5.0382 2025-08-19 04:26:19,043 - pyskl - INFO - Epoch [145][4500/7492] lr: 1.597e-04, eta: 5:52:27, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5944, top5_acc: 0.8300, loss_cls: 5.0698, loss: 5.0698 2025-08-19 04:27:11,753 - pyskl - INFO - Epoch [145][4600/7492] lr: 1.589e-04, eta: 5:51:35, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6016, top5_acc: 0.8253, loss_cls: 4.9852, loss: 4.9852 2025-08-19 04:28:04,433 - pyskl - INFO - Epoch [145][4700/7492] lr: 1.581e-04, eta: 5:50:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6069, top5_acc: 0.8319, loss_cls: 5.0259, loss: 5.0259 2025-08-19 04:28:57,003 - pyskl - INFO - Epoch [145][4800/7492] lr: 1.573e-04, eta: 5:49:50, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6031, top5_acc: 0.8294, loss_cls: 5.0132, loss: 5.0132 2025-08-19 04:29:49,652 - pyskl - INFO - Epoch [145][4900/7492] lr: 1.565e-04, eta: 5:48:58, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6012, top5_acc: 0.8275, loss_cls: 4.8936, loss: 4.8936 2025-08-19 04:30:42,171 - pyskl - INFO - Epoch [145][5000/7492] lr: 1.558e-04, eta: 5:48:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5903, top5_acc: 0.8241, loss_cls: 5.1395, loss: 5.1395 2025-08-19 04:31:34,707 - pyskl - INFO - Epoch [145][5100/7492] lr: 1.550e-04, eta: 5:47:13, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6147, top5_acc: 0.8306, loss_cls: 4.9709, loss: 4.9709 2025-08-19 04:32:27,425 - pyskl - INFO - Epoch [145][5200/7492] lr: 1.542e-04, eta: 5:46:21, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5869, top5_acc: 0.8234, loss_cls: 5.0646, loss: 5.0646 2025-08-19 04:33:19,892 - pyskl - INFO - Epoch [145][5300/7492] lr: 1.534e-04, eta: 5:45:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5934, top5_acc: 0.8256, loss_cls: 5.0852, loss: 5.0852 2025-08-19 04:34:12,473 - pyskl - INFO - Epoch [145][5400/7492] lr: 1.527e-04, eta: 5:44:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5850, top5_acc: 0.8200, loss_cls: 5.1310, loss: 5.1310 2025-08-19 04:35:05,075 - pyskl - INFO - Epoch [145][5500/7492] lr: 1.519e-04, eta: 5:43:44, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6034, top5_acc: 0.8363, loss_cls: 4.9787, loss: 4.9787 2025-08-19 04:35:57,592 - pyskl - INFO - Epoch [145][5600/7492] lr: 1.511e-04, eta: 5:42:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5975, top5_acc: 0.8331, loss_cls: 4.9711, loss: 4.9711 2025-08-19 04:36:50,321 - pyskl - INFO - Epoch [145][5700/7492] lr: 1.504e-04, eta: 5:42:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5950, top5_acc: 0.8306, loss_cls: 5.0272, loss: 5.0272 2025-08-19 04:37:42,997 - pyskl - INFO - Epoch [145][5800/7492] lr: 1.496e-04, eta: 5:41:07, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5897, top5_acc: 0.8144, loss_cls: 5.1816, loss: 5.1816 2025-08-19 04:38:35,649 - pyskl - INFO - Epoch [145][5900/7492] lr: 1.488e-04, eta: 5:40:15, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5906, top5_acc: 0.8197, loss_cls: 5.0226, loss: 5.0226 2025-08-19 04:39:28,320 - pyskl - INFO - Epoch [145][6000/7492] lr: 1.481e-04, eta: 5:39:23, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5884, top5_acc: 0.8191, loss_cls: 5.0966, loss: 5.0966 2025-08-19 04:40:20,831 - pyskl - INFO - Epoch [145][6100/7492] lr: 1.473e-04, eta: 5:38:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5909, top5_acc: 0.8344, loss_cls: 5.0235, loss: 5.0235 2025-08-19 04:41:13,428 - pyskl - INFO - Epoch [145][6200/7492] lr: 1.466e-04, eta: 5:37:38, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5831, top5_acc: 0.8219, loss_cls: 5.1452, loss: 5.1452 2025-08-19 04:42:06,112 - pyskl - INFO - Epoch [145][6300/7492] lr: 1.458e-04, eta: 5:36:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5969, top5_acc: 0.8263, loss_cls: 5.0600, loss: 5.0600 2025-08-19 04:42:58,540 - pyskl - INFO - Epoch [145][6400/7492] lr: 1.451e-04, eta: 5:35:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5806, top5_acc: 0.8187, loss_cls: 5.0772, loss: 5.0772 2025-08-19 04:43:51,077 - pyskl - INFO - Epoch [145][6500/7492] lr: 1.443e-04, eta: 5:35:01, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5809, top5_acc: 0.8091, loss_cls: 5.1771, loss: 5.1771 2025-08-19 04:44:43,681 - pyskl - INFO - Epoch [145][6600/7492] lr: 1.436e-04, eta: 5:34:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5900, top5_acc: 0.8247, loss_cls: 5.0863, loss: 5.0863 2025-08-19 04:45:36,042 - pyskl - INFO - Epoch [145][6700/7492] lr: 1.428e-04, eta: 5:33:17, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5934, top5_acc: 0.8206, loss_cls: 5.1275, loss: 5.1275 2025-08-19 04:46:28,472 - pyskl - INFO - Epoch [145][6800/7492] lr: 1.421e-04, eta: 5:32:25, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5994, top5_acc: 0.8178, loss_cls: 5.0979, loss: 5.0979 2025-08-19 04:47:21,808 - pyskl - INFO - Epoch [145][6900/7492] lr: 1.413e-04, eta: 5:31:32, time: 0.533, data_time: 0.000, memory: 13026, top1_acc: 0.5859, top5_acc: 0.8181, loss_cls: 5.0654, loss: 5.0654 2025-08-19 04:48:14,312 - pyskl - INFO - Epoch [145][7000/7492] lr: 1.406e-04, eta: 5:30:40, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5744, top5_acc: 0.8194, loss_cls: 5.1023, loss: 5.1023 2025-08-19 04:49:06,872 - pyskl - INFO - Epoch [145][7100/7492] lr: 1.398e-04, eta: 5:29:48, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6000, top5_acc: 0.8250, loss_cls: 5.0754, loss: 5.0754 2025-08-19 04:49:59,295 - pyskl - INFO - Epoch [145][7200/7492] lr: 1.391e-04, eta: 5:28:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6125, top5_acc: 0.8303, loss_cls: 4.9463, loss: 4.9463 2025-08-19 04:50:51,898 - pyskl - INFO - Epoch [145][7300/7492] lr: 1.384e-04, eta: 5:28:03, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5984, top5_acc: 0.8194, loss_cls: 5.0514, loss: 5.0514 2025-08-19 04:51:44,386 - pyskl - INFO - Epoch [145][7400/7492] lr: 1.376e-04, eta: 5:27:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5906, top5_acc: 0.8266, loss_cls: 5.0757, loss: 5.0757 2025-08-19 04:52:33,638 - pyskl - INFO - Saving checkpoint at 145 epochs 2025-08-19 04:53:29,661 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 04:53:30,397 - pyskl - INFO - top1_acc 0.4447 top5_acc 0.6991 2025-08-19 04:53:30,397 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 04:53:30,439 - pyskl - INFO - mean_acc 0.4445 2025-08-19 04:53:30,452 - pyskl - INFO - Epoch(val) [145][617] top1_acc: 0.4447, top5_acc: 0.6991, mean_class_accuracy: 0.4445 2025-08-19 04:54:53,258 - pyskl - INFO - Epoch [146][100/7492] lr: 1.362e-04, eta: 5:25:30, time: 0.828, data_time: 0.294, memory: 13026, top1_acc: 0.6066, top5_acc: 0.8428, loss_cls: 4.8747, loss: 4.8747 2025-08-19 04:55:45,390 - pyskl - INFO - Epoch [146][200/7492] lr: 1.355e-04, eta: 5:24:38, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6056, top5_acc: 0.8319, loss_cls: 4.9153, loss: 4.9153 2025-08-19 04:56:37,762 - pyskl - INFO - Epoch [146][300/7492] lr: 1.348e-04, eta: 5:23:46, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6159, top5_acc: 0.8384, loss_cls: 4.8317, loss: 4.8317 2025-08-19 04:57:30,157 - pyskl - INFO - Epoch [146][400/7492] lr: 1.341e-04, eta: 5:22:53, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6019, top5_acc: 0.8337, loss_cls: 5.0252, loss: 5.0252 2025-08-19 04:58:22,462 - pyskl - INFO - Epoch [146][500/7492] lr: 1.333e-04, eta: 5:22:01, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6116, top5_acc: 0.8434, loss_cls: 4.9004, loss: 4.9004 2025-08-19 04:59:15,249 - pyskl - INFO - Epoch [146][600/7492] lr: 1.326e-04, eta: 5:21:09, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6031, top5_acc: 0.8375, loss_cls: 4.9954, loss: 4.9954 2025-08-19 05:00:07,380 - pyskl - INFO - Epoch [146][700/7492] lr: 1.319e-04, eta: 5:20:16, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6106, top5_acc: 0.8469, loss_cls: 4.8726, loss: 4.8726 2025-08-19 05:00:59,909 - pyskl - INFO - Epoch [146][800/7492] lr: 1.312e-04, eta: 5:19:24, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6122, top5_acc: 0.8400, loss_cls: 4.8727, loss: 4.8727 2025-08-19 05:01:52,569 - pyskl - INFO - Epoch [146][900/7492] lr: 1.305e-04, eta: 5:18:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6094, top5_acc: 0.8403, loss_cls: 4.9756, loss: 4.9756 2025-08-19 05:02:44,719 - pyskl - INFO - Epoch [146][1000/7492] lr: 1.298e-04, eta: 5:17:40, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5981, top5_acc: 0.8203, loss_cls: 4.9584, loss: 4.9584 2025-08-19 05:03:36,932 - pyskl - INFO - Epoch [146][1100/7492] lr: 1.290e-04, eta: 5:16:47, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6156, top5_acc: 0.8366, loss_cls: 4.8838, loss: 4.8838 2025-08-19 05:04:29,648 - pyskl - INFO - Epoch [146][1200/7492] lr: 1.283e-04, eta: 5:15:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6072, top5_acc: 0.8275, loss_cls: 4.9778, loss: 4.9778 2025-08-19 05:05:21,678 - pyskl - INFO - Epoch [146][1300/7492] lr: 1.276e-04, eta: 5:15:03, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6169, top5_acc: 0.8366, loss_cls: 4.9236, loss: 4.9236 2025-08-19 05:06:14,143 - pyskl - INFO - Epoch [146][1400/7492] lr: 1.269e-04, eta: 5:14:11, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5866, top5_acc: 0.8300, loss_cls: 5.0545, loss: 5.0545 2025-08-19 05:07:06,282 - pyskl - INFO - Epoch [146][1500/7492] lr: 1.262e-04, eta: 5:13:18, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5884, top5_acc: 0.8266, loss_cls: 5.0670, loss: 5.0670 2025-08-19 05:07:58,547 - pyskl - INFO - Epoch [146][1600/7492] lr: 1.255e-04, eta: 5:12:26, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6091, top5_acc: 0.8397, loss_cls: 4.8905, loss: 4.8905 2025-08-19 05:08:50,829 - pyskl - INFO - Epoch [146][1700/7492] lr: 1.248e-04, eta: 5:11:34, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5931, top5_acc: 0.8272, loss_cls: 5.0280, loss: 5.0280 2025-08-19 05:09:43,328 - pyskl - INFO - Epoch [146][1800/7492] lr: 1.241e-04, eta: 5:10:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6081, top5_acc: 0.8397, loss_cls: 4.9480, loss: 4.9480 2025-08-19 05:10:35,798 - pyskl - INFO - Epoch [146][1900/7492] lr: 1.234e-04, eta: 5:09:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5931, top5_acc: 0.8256, loss_cls: 4.9976, loss: 4.9976 2025-08-19 05:11:28,414 - pyskl - INFO - Epoch [146][2000/7492] lr: 1.227e-04, eta: 5:08:57, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6081, top5_acc: 0.8344, loss_cls: 4.9835, loss: 4.9835 2025-08-19 05:12:20,905 - pyskl - INFO - Epoch [146][2100/7492] lr: 1.220e-04, eta: 5:08:05, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6131, top5_acc: 0.8381, loss_cls: 4.8945, loss: 4.8945 2025-08-19 05:13:13,635 - pyskl - INFO - Epoch [146][2200/7492] lr: 1.214e-04, eta: 5:07:12, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6084, top5_acc: 0.8325, loss_cls: 4.9906, loss: 4.9906 2025-08-19 05:14:06,746 - pyskl - INFO - Epoch [146][2300/7492] lr: 1.207e-04, eta: 5:06:20, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.6100, top5_acc: 0.8316, loss_cls: 4.9945, loss: 4.9945 2025-08-19 05:14:59,776 - pyskl - INFO - Epoch [146][2400/7492] lr: 1.200e-04, eta: 5:05:28, time: 0.530, data_time: 0.000, memory: 13026, top1_acc: 0.5922, top5_acc: 0.8294, loss_cls: 5.1059, loss: 5.1059 2025-08-19 05:15:52,580 - pyskl - INFO - Epoch [146][2500/7492] lr: 1.193e-04, eta: 5:04:36, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5959, top5_acc: 0.8247, loss_cls: 5.0672, loss: 5.0672 2025-08-19 05:16:45,103 - pyskl - INFO - Epoch [146][2600/7492] lr: 1.186e-04, eta: 5:03:43, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6025, top5_acc: 0.8328, loss_cls: 5.0240, loss: 5.0240 2025-08-19 05:17:37,507 - pyskl - INFO - Epoch [146][2700/7492] lr: 1.179e-04, eta: 5:02:51, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5909, top5_acc: 0.8331, loss_cls: 5.0741, loss: 5.0741 2025-08-19 05:18:30,083 - pyskl - INFO - Epoch [146][2800/7492] lr: 1.173e-04, eta: 5:01:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5966, top5_acc: 0.8294, loss_cls: 5.0861, loss: 5.0861 2025-08-19 05:19:22,542 - pyskl - INFO - Epoch [146][2900/7492] lr: 1.166e-04, eta: 5:01:07, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6122, top5_acc: 0.8453, loss_cls: 4.9419, loss: 4.9419 2025-08-19 05:20:14,989 - pyskl - INFO - Epoch [146][3000/7492] lr: 1.159e-04, eta: 5:00:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6044, top5_acc: 0.8350, loss_cls: 4.9413, loss: 4.9413 2025-08-19 05:21:07,336 - pyskl - INFO - Epoch [146][3100/7492] lr: 1.152e-04, eta: 4:59:22, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5913, top5_acc: 0.8225, loss_cls: 5.0769, loss: 5.0769 2025-08-19 05:21:59,795 - pyskl - INFO - Epoch [146][3200/7492] lr: 1.146e-04, eta: 4:58:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6081, top5_acc: 0.8256, loss_cls: 5.0205, loss: 5.0205 2025-08-19 05:22:52,326 - pyskl - INFO - Epoch [146][3300/7492] lr: 1.139e-04, eta: 4:57:37, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6138, top5_acc: 0.8403, loss_cls: 4.9306, loss: 4.9306 2025-08-19 05:23:44,992 - pyskl - INFO - Epoch [146][3400/7492] lr: 1.132e-04, eta: 4:56:45, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5978, top5_acc: 0.8309, loss_cls: 5.0111, loss: 5.0111 2025-08-19 05:24:37,567 - pyskl - INFO - Epoch [146][3500/7492] lr: 1.126e-04, eta: 4:55:53, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5991, top5_acc: 0.8297, loss_cls: 4.9750, loss: 4.9750 2025-08-19 05:25:30,146 - pyskl - INFO - Epoch [146][3600/7492] lr: 1.119e-04, eta: 4:55:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6028, top5_acc: 0.8231, loss_cls: 4.9928, loss: 4.9928 2025-08-19 05:26:22,555 - pyskl - INFO - Epoch [146][3700/7492] lr: 1.113e-04, eta: 4:54:08, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6022, top5_acc: 0.8222, loss_cls: 5.0642, loss: 5.0642 2025-08-19 05:27:14,975 - pyskl - INFO - Epoch [146][3800/7492] lr: 1.106e-04, eta: 4:53:16, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5969, top5_acc: 0.8191, loss_cls: 5.0543, loss: 5.0543 2025-08-19 05:28:07,364 - pyskl - INFO - Epoch [146][3900/7492] lr: 1.099e-04, eta: 4:52:24, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6016, top5_acc: 0.8363, loss_cls: 4.9548, loss: 4.9548 2025-08-19 05:28:59,772 - pyskl - INFO - Epoch [146][4000/7492] lr: 1.093e-04, eta: 4:51:32, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5962, top5_acc: 0.8244, loss_cls: 4.9531, loss: 4.9531 2025-08-19 05:29:52,194 - pyskl - INFO - Epoch [146][4100/7492] lr: 1.086e-04, eta: 4:50:39, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6012, top5_acc: 0.8291, loss_cls: 4.9668, loss: 4.9668 2025-08-19 05:30:44,744 - pyskl - INFO - Epoch [146][4200/7492] lr: 1.080e-04, eta: 4:49:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5959, top5_acc: 0.8250, loss_cls: 5.0583, loss: 5.0583 2025-08-19 05:31:37,337 - pyskl - INFO - Epoch [146][4300/7492] lr: 1.073e-04, eta: 4:48:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6084, top5_acc: 0.8234, loss_cls: 5.0654, loss: 5.0654 2025-08-19 05:32:29,915 - pyskl - INFO - Epoch [146][4400/7492] lr: 1.067e-04, eta: 4:48:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6003, top5_acc: 0.8313, loss_cls: 5.0059, loss: 5.0059 2025-08-19 05:33:22,352 - pyskl - INFO - Epoch [146][4500/7492] lr: 1.061e-04, eta: 4:47:10, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5953, top5_acc: 0.8287, loss_cls: 5.0031, loss: 5.0031 2025-08-19 05:34:14,934 - pyskl - INFO - Epoch [146][4600/7492] lr: 1.054e-04, eta: 4:46:18, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5969, top5_acc: 0.8291, loss_cls: 5.0130, loss: 5.0130 2025-08-19 05:35:07,661 - pyskl - INFO - Epoch [146][4700/7492] lr: 1.048e-04, eta: 4:45:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6044, top5_acc: 0.8366, loss_cls: 5.1054, loss: 5.1054 2025-08-19 05:36:00,227 - pyskl - INFO - Epoch [146][4800/7492] lr: 1.041e-04, eta: 4:44:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5909, top5_acc: 0.8231, loss_cls: 4.9781, loss: 4.9781 2025-08-19 05:36:52,696 - pyskl - INFO - Epoch [146][4900/7492] lr: 1.035e-04, eta: 4:43:41, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5906, top5_acc: 0.8216, loss_cls: 5.1234, loss: 5.1234 2025-08-19 05:37:45,163 - pyskl - INFO - Epoch [146][5000/7492] lr: 1.029e-04, eta: 4:42:49, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6147, top5_acc: 0.8334, loss_cls: 4.9421, loss: 4.9421 2025-08-19 05:38:37,536 - pyskl - INFO - Epoch [146][5100/7492] lr: 1.022e-04, eta: 4:41:57, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5991, top5_acc: 0.8172, loss_cls: 5.0073, loss: 5.0073 2025-08-19 05:39:30,217 - pyskl - INFO - Epoch [146][5200/7492] lr: 1.016e-04, eta: 4:41:04, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6156, top5_acc: 0.8375, loss_cls: 4.8783, loss: 4.8783 2025-08-19 05:40:22,770 - pyskl - INFO - Epoch [146][5300/7492] lr: 1.010e-04, eta: 4:40:12, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6091, top5_acc: 0.8241, loss_cls: 4.9957, loss: 4.9957 2025-08-19 05:41:15,441 - pyskl - INFO - Epoch [146][5400/7492] lr: 1.003e-04, eta: 4:39:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6112, top5_acc: 0.8325, loss_cls: 4.9654, loss: 4.9654 2025-08-19 05:42:07,998 - pyskl - INFO - Epoch [146][5500/7492] lr: 9.972e-05, eta: 4:38:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6059, top5_acc: 0.8300, loss_cls: 4.9648, loss: 4.9648 2025-08-19 05:43:00,537 - pyskl - INFO - Epoch [146][5600/7492] lr: 9.910e-05, eta: 4:37:35, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6059, top5_acc: 0.8344, loss_cls: 5.0350, loss: 5.0350 2025-08-19 05:43:53,285 - pyskl - INFO - Epoch [146][5700/7492] lr: 9.848e-05, eta: 4:36:43, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6094, top5_acc: 0.8356, loss_cls: 4.9754, loss: 4.9754 2025-08-19 05:44:46,227 - pyskl - INFO - Epoch [146][5800/7492] lr: 9.786e-05, eta: 4:35:51, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.6034, top5_acc: 0.8363, loss_cls: 5.0143, loss: 5.0143 2025-08-19 05:45:38,596 - pyskl - INFO - Epoch [146][5900/7492] lr: 9.724e-05, eta: 4:34:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6059, top5_acc: 0.8328, loss_cls: 4.8819, loss: 4.8819 2025-08-19 05:46:31,211 - pyskl - INFO - Epoch [146][6000/7492] lr: 9.663e-05, eta: 4:34:06, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5991, top5_acc: 0.8275, loss_cls: 5.0145, loss: 5.0145 2025-08-19 05:47:23,595 - pyskl - INFO - Epoch [146][6100/7492] lr: 9.601e-05, eta: 4:33:14, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6078, top5_acc: 0.8444, loss_cls: 4.9225, loss: 4.9225 2025-08-19 05:48:15,740 - pyskl - INFO - Epoch [146][6200/7492] lr: 9.540e-05, eta: 4:32:22, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6091, top5_acc: 0.8434, loss_cls: 4.8639, loss: 4.8639 2025-08-19 05:49:08,177 - pyskl - INFO - Epoch [146][6300/7492] lr: 9.479e-05, eta: 4:31:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5984, top5_acc: 0.8247, loss_cls: 4.9680, loss: 4.9680 2025-08-19 05:50:00,616 - pyskl - INFO - Epoch [146][6400/7492] lr: 9.419e-05, eta: 4:30:37, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6009, top5_acc: 0.8375, loss_cls: 4.9920, loss: 4.9920 2025-08-19 05:50:53,265 - pyskl - INFO - Epoch [146][6500/7492] lr: 9.358e-05, eta: 4:29:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5991, top5_acc: 0.8372, loss_cls: 4.9666, loss: 4.9666 2025-08-19 05:51:45,787 - pyskl - INFO - Epoch [146][6600/7492] lr: 9.298e-05, eta: 4:28:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6062, top5_acc: 0.8325, loss_cls: 5.0470, loss: 5.0470 2025-08-19 05:52:38,501 - pyskl - INFO - Epoch [146][6700/7492] lr: 9.238e-05, eta: 4:28:00, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5991, top5_acc: 0.8275, loss_cls: 5.0350, loss: 5.0350 2025-08-19 05:53:31,040 - pyskl - INFO - Epoch [146][6800/7492] lr: 9.178e-05, eta: 4:27:08, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6084, top5_acc: 0.8284, loss_cls: 5.0460, loss: 5.0460 2025-08-19 05:54:23,654 - pyskl - INFO - Epoch [146][6900/7492] lr: 9.118e-05, eta: 4:26:16, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6109, top5_acc: 0.8384, loss_cls: 4.8800, loss: 4.8800 2025-08-19 05:55:15,955 - pyskl - INFO - Epoch [146][7000/7492] lr: 9.059e-05, eta: 4:25:23, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6062, top5_acc: 0.8366, loss_cls: 4.9607, loss: 4.9607 2025-08-19 05:56:08,427 - pyskl - INFO - Epoch [146][7100/7492] lr: 8.999e-05, eta: 4:24:31, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5972, top5_acc: 0.8337, loss_cls: 4.9851, loss: 4.9851 2025-08-19 05:57:00,905 - pyskl - INFO - Epoch [146][7200/7492] lr: 8.940e-05, eta: 4:23:39, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5975, top5_acc: 0.8306, loss_cls: 4.9893, loss: 4.9893 2025-08-19 05:57:53,551 - pyskl - INFO - Epoch [146][7300/7492] lr: 8.881e-05, eta: 4:22:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.5897, top5_acc: 0.8300, loss_cls: 5.0836, loss: 5.0836 2025-08-19 05:58:45,966 - pyskl - INFO - Epoch [146][7400/7492] lr: 8.822e-05, eta: 4:21:54, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6131, top5_acc: 0.8325, loss_cls: 4.9359, loss: 4.9359 2025-08-19 05:59:35,503 - pyskl - INFO - Saving checkpoint at 146 epochs 2025-08-19 06:00:31,843 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 06:00:32,582 - pyskl - INFO - top1_acc 0.4518 top5_acc 0.7036 2025-08-19 06:00:32,582 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 06:00:32,640 - pyskl - INFO - mean_acc 0.4515 2025-08-19 06:00:32,704 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_144.pth was removed 2025-08-19 06:00:33,815 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_146.pth. 2025-08-19 06:00:33,816 - pyskl - INFO - Best top1_acc is 0.4518 at 146 epoch. 2025-08-19 06:00:33,831 - pyskl - INFO - Epoch(val) [146][617] top1_acc: 0.4518, top5_acc: 0.7036, mean_class_accuracy: 0.4515 2025-08-19 06:01:55,714 - pyskl - INFO - Epoch [147][100/7492] lr: 8.710e-05, eta: 4:20:13, time: 0.819, data_time: 0.295, memory: 13026, top1_acc: 0.6231, top5_acc: 0.8466, loss_cls: 4.8704, loss: 4.8704 2025-08-19 06:02:48,123 - pyskl - INFO - Epoch [147][200/7492] lr: 8.652e-05, eta: 4:19:21, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6194, top5_acc: 0.8484, loss_cls: 4.8675, loss: 4.8675 2025-08-19 06:03:40,515 - pyskl - INFO - Epoch [147][300/7492] lr: 8.594e-05, eta: 4:18:29, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6228, top5_acc: 0.8456, loss_cls: 4.7757, loss: 4.7757 2025-08-19 06:04:32,702 - pyskl - INFO - Epoch [147][400/7492] lr: 8.536e-05, eta: 4:17:37, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6062, top5_acc: 0.8384, loss_cls: 4.8002, loss: 4.8002 2025-08-19 06:05:25,054 - pyskl - INFO - Epoch [147][500/7492] lr: 8.478e-05, eta: 4:16:44, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6028, top5_acc: 0.8363, loss_cls: 4.8851, loss: 4.8851 2025-08-19 06:06:17,496 - pyskl - INFO - Epoch [147][600/7492] lr: 8.421e-05, eta: 4:15:52, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6091, top5_acc: 0.8353, loss_cls: 5.0538, loss: 5.0538 2025-08-19 06:07:09,732 - pyskl - INFO - Epoch [147][700/7492] lr: 8.364e-05, eta: 4:15:00, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6200, top5_acc: 0.8453, loss_cls: 4.8833, loss: 4.8833 2025-08-19 06:08:01,904 - pyskl - INFO - Epoch [147][800/7492] lr: 8.307e-05, eta: 4:14:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6212, top5_acc: 0.8525, loss_cls: 4.8703, loss: 4.8703 2025-08-19 06:08:54,298 - pyskl - INFO - Epoch [147][900/7492] lr: 8.250e-05, eta: 4:13:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6128, top5_acc: 0.8294, loss_cls: 4.8832, loss: 4.8832 2025-08-19 06:09:46,465 - pyskl - INFO - Epoch [147][1000/7492] lr: 8.193e-05, eta: 4:12:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6134, top5_acc: 0.8416, loss_cls: 4.9391, loss: 4.9391 2025-08-19 06:10:38,793 - pyskl - INFO - Epoch [147][1100/7492] lr: 8.137e-05, eta: 4:11:31, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6034, top5_acc: 0.8237, loss_cls: 5.0239, loss: 5.0239 2025-08-19 06:11:31,560 - pyskl - INFO - Epoch [147][1200/7492] lr: 8.081e-05, eta: 4:10:38, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6012, top5_acc: 0.8291, loss_cls: 4.9724, loss: 4.9724 2025-08-19 06:12:24,058 - pyskl - INFO - Epoch [147][1300/7492] lr: 8.025e-05, eta: 4:09:46, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6103, top5_acc: 0.8466, loss_cls: 4.9059, loss: 4.9059 2025-08-19 06:13:16,834 - pyskl - INFO - Epoch [147][1400/7492] lr: 7.969e-05, eta: 4:08:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5975, top5_acc: 0.8241, loss_cls: 5.0192, loss: 5.0192 2025-08-19 06:14:09,389 - pyskl - INFO - Epoch [147][1500/7492] lr: 7.913e-05, eta: 4:08:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6150, top5_acc: 0.8397, loss_cls: 4.9504, loss: 4.9504 2025-08-19 06:15:02,006 - pyskl - INFO - Epoch [147][1600/7492] lr: 7.858e-05, eta: 4:07:09, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6088, top5_acc: 0.8309, loss_cls: 4.9885, loss: 4.9885 2025-08-19 06:15:54,834 - pyskl - INFO - Epoch [147][1700/7492] lr: 7.802e-05, eta: 4:06:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5956, top5_acc: 0.8422, loss_cls: 4.9835, loss: 4.9835 2025-08-19 06:16:47,439 - pyskl - INFO - Epoch [147][1800/7492] lr: 7.747e-05, eta: 4:05:25, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6191, top5_acc: 0.8359, loss_cls: 4.9662, loss: 4.9662 2025-08-19 06:17:40,039 - pyskl - INFO - Epoch [147][1900/7492] lr: 7.692e-05, eta: 4:04:33, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6159, top5_acc: 0.8378, loss_cls: 4.9283, loss: 4.9283 2025-08-19 06:18:32,352 - pyskl - INFO - Epoch [147][2000/7492] lr: 7.638e-05, eta: 4:03:40, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6241, top5_acc: 0.8569, loss_cls: 4.8385, loss: 4.8385 2025-08-19 06:19:24,794 - pyskl - INFO - Epoch [147][2100/7492] lr: 7.583e-05, eta: 4:02:48, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6191, top5_acc: 0.8400, loss_cls: 4.8867, loss: 4.8867 2025-08-19 06:20:17,323 - pyskl - INFO - Epoch [147][2200/7492] lr: 7.529e-05, eta: 4:01:56, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6097, top5_acc: 0.8353, loss_cls: 4.9779, loss: 4.9779 2025-08-19 06:21:10,247 - pyskl - INFO - Epoch [147][2300/7492] lr: 7.475e-05, eta: 4:01:04, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.6147, top5_acc: 0.8366, loss_cls: 4.8860, loss: 4.8860 2025-08-19 06:22:03,016 - pyskl - INFO - Epoch [147][2400/7492] lr: 7.421e-05, eta: 4:00:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6159, top5_acc: 0.8431, loss_cls: 4.9666, loss: 4.9666 2025-08-19 06:22:55,483 - pyskl - INFO - Epoch [147][2500/7492] lr: 7.367e-05, eta: 3:59:19, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.5972, top5_acc: 0.8213, loss_cls: 5.0025, loss: 5.0025 2025-08-19 06:23:48,215 - pyskl - INFO - Epoch [147][2600/7492] lr: 7.314e-05, eta: 3:58:27, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6100, top5_acc: 0.8291, loss_cls: 4.9568, loss: 4.9568 2025-08-19 06:24:40,861 - pyskl - INFO - Epoch [147][2700/7492] lr: 7.260e-05, eta: 3:57:34, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6225, top5_acc: 0.8519, loss_cls: 4.7769, loss: 4.7769 2025-08-19 06:25:33,583 - pyskl - INFO - Epoch [147][2800/7492] lr: 7.207e-05, eta: 3:56:42, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.5925, top5_acc: 0.8281, loss_cls: 4.9970, loss: 4.9970 2025-08-19 06:26:26,044 - pyskl - INFO - Epoch [147][2900/7492] lr: 7.154e-05, eta: 3:55:50, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6166, top5_acc: 0.8456, loss_cls: 4.8872, loss: 4.8872 2025-08-19 06:27:18,480 - pyskl - INFO - Epoch [147][3000/7492] lr: 7.102e-05, eta: 3:54:58, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6106, top5_acc: 0.8403, loss_cls: 4.8734, loss: 4.8734 2025-08-19 06:28:10,605 - pyskl - INFO - Epoch [147][3100/7492] lr: 7.049e-05, eta: 3:54:05, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6172, top5_acc: 0.8394, loss_cls: 4.8920, loss: 4.8920 2025-08-19 06:29:02,801 - pyskl - INFO - Epoch [147][3200/7492] lr: 6.997e-05, eta: 3:53:13, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6084, top5_acc: 0.8384, loss_cls: 4.9241, loss: 4.9241 2025-08-19 06:29:55,148 - pyskl - INFO - Epoch [147][3300/7492] lr: 6.945e-05, eta: 3:52:21, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6053, top5_acc: 0.8328, loss_cls: 4.9174, loss: 4.9174 2025-08-19 06:30:47,695 - pyskl - INFO - Epoch [147][3400/7492] lr: 6.893e-05, eta: 3:51:29, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6253, top5_acc: 0.8347, loss_cls: 4.8871, loss: 4.8871 2025-08-19 06:31:40,293 - pyskl - INFO - Epoch [147][3500/7492] lr: 6.841e-05, eta: 3:50:36, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6128, top5_acc: 0.8434, loss_cls: 4.9114, loss: 4.9114 2025-08-19 06:32:32,434 - pyskl - INFO - Epoch [147][3600/7492] lr: 6.789e-05, eta: 3:49:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6000, top5_acc: 0.8350, loss_cls: 5.0503, loss: 5.0503 2025-08-19 06:33:24,979 - pyskl - INFO - Epoch [147][3700/7492] lr: 6.738e-05, eta: 3:48:52, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6153, top5_acc: 0.8291, loss_cls: 4.9962, loss: 4.9962 2025-08-19 06:34:17,335 - pyskl - INFO - Epoch [147][3800/7492] lr: 6.687e-05, eta: 3:47:59, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.5981, top5_acc: 0.8353, loss_cls: 4.9457, loss: 4.9457 2025-08-19 06:35:09,756 - pyskl - INFO - Epoch [147][3900/7492] lr: 6.636e-05, eta: 3:47:07, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6088, top5_acc: 0.8300, loss_cls: 4.9595, loss: 4.9595 2025-08-19 06:36:01,800 - pyskl - INFO - Epoch [147][4000/7492] lr: 6.585e-05, eta: 3:46:15, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6184, top5_acc: 0.8353, loss_cls: 4.8872, loss: 4.8872 2025-08-19 06:36:54,035 - pyskl - INFO - Epoch [147][4100/7492] lr: 6.534e-05, eta: 3:45:23, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6066, top5_acc: 0.8387, loss_cls: 4.9527, loss: 4.9527 2025-08-19 06:37:46,498 - pyskl - INFO - Epoch [147][4200/7492] lr: 6.484e-05, eta: 3:44:30, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6147, top5_acc: 0.8434, loss_cls: 4.9071, loss: 4.9071 2025-08-19 06:38:39,439 - pyskl - INFO - Epoch [147][4300/7492] lr: 6.434e-05, eta: 3:43:38, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.6222, top5_acc: 0.8519, loss_cls: 4.8978, loss: 4.8978 2025-08-19 06:39:32,143 - pyskl - INFO - Epoch [147][4400/7492] lr: 6.384e-05, eta: 3:42:46, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6131, top5_acc: 0.8525, loss_cls: 4.8660, loss: 4.8660 2025-08-19 06:40:24,962 - pyskl - INFO - Epoch [147][4500/7492] lr: 6.334e-05, eta: 3:41:54, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6244, top5_acc: 0.8400, loss_cls: 4.8665, loss: 4.8665 2025-08-19 06:41:17,878 - pyskl - INFO - Epoch [147][4600/7492] lr: 6.284e-05, eta: 3:41:01, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.5938, top5_acc: 0.8294, loss_cls: 5.0184, loss: 5.0184 2025-08-19 06:42:10,622 - pyskl - INFO - Epoch [147][4700/7492] lr: 6.235e-05, eta: 3:40:09, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6175, top5_acc: 0.8328, loss_cls: 4.8795, loss: 4.8795 2025-08-19 06:43:03,381 - pyskl - INFO - Epoch [147][4800/7492] lr: 6.186e-05, eta: 3:39:17, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6138, top5_acc: 0.8313, loss_cls: 4.9998, loss: 4.9998 2025-08-19 06:43:56,193 - pyskl - INFO - Epoch [147][4900/7492] lr: 6.137e-05, eta: 3:38:24, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6200, top5_acc: 0.8444, loss_cls: 4.8290, loss: 4.8290 2025-08-19 06:44:48,880 - pyskl - INFO - Epoch [147][5000/7492] lr: 6.088e-05, eta: 3:37:32, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6219, top5_acc: 0.8403, loss_cls: 4.9225, loss: 4.9225 2025-08-19 06:45:41,737 - pyskl - INFO - Epoch [147][5100/7492] lr: 6.039e-05, eta: 3:36:40, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.6056, top5_acc: 0.8359, loss_cls: 5.0379, loss: 5.0379 2025-08-19 06:46:34,396 - pyskl - INFO - Epoch [147][5200/7492] lr: 5.991e-05, eta: 3:35:48, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6212, top5_acc: 0.8453, loss_cls: 4.8873, loss: 4.8873 2025-08-19 06:47:27,142 - pyskl - INFO - Epoch [147][5300/7492] lr: 5.942e-05, eta: 3:34:55, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6025, top5_acc: 0.8391, loss_cls: 4.8504, loss: 4.8504 2025-08-19 06:48:19,974 - pyskl - INFO - Epoch [147][5400/7492] lr: 5.894e-05, eta: 3:34:03, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6019, top5_acc: 0.8306, loss_cls: 5.0079, loss: 5.0079 2025-08-19 06:49:12,725 - pyskl - INFO - Epoch [147][5500/7492] lr: 5.846e-05, eta: 3:33:11, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5909, top5_acc: 0.8291, loss_cls: 5.0598, loss: 5.0598 2025-08-19 06:50:05,545 - pyskl - INFO - Epoch [147][5600/7492] lr: 5.799e-05, eta: 3:32:19, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.5997, top5_acc: 0.8259, loss_cls: 4.9416, loss: 4.9416 2025-08-19 06:50:58,252 - pyskl - INFO - Epoch [147][5700/7492] lr: 5.751e-05, eta: 3:31:26, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6041, top5_acc: 0.8313, loss_cls: 5.0727, loss: 5.0727 2025-08-19 06:51:50,627 - pyskl - INFO - Epoch [147][5800/7492] lr: 5.704e-05, eta: 3:30:34, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6231, top5_acc: 0.8478, loss_cls: 4.8447, loss: 4.8447 2025-08-19 06:52:43,093 - pyskl - INFO - Epoch [147][5900/7492] lr: 5.657e-05, eta: 3:29:42, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6056, top5_acc: 0.8306, loss_cls: 4.9790, loss: 4.9790 2025-08-19 06:53:35,763 - pyskl - INFO - Epoch [147][6000/7492] lr: 5.610e-05, eta: 3:28:49, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6078, top5_acc: 0.8350, loss_cls: 4.9913, loss: 4.9913 2025-08-19 06:54:28,485 - pyskl - INFO - Epoch [147][6100/7492] lr: 5.563e-05, eta: 3:27:57, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6141, top5_acc: 0.8334, loss_cls: 4.9351, loss: 4.9351 2025-08-19 06:55:21,108 - pyskl - INFO - Epoch [147][6200/7492] lr: 5.517e-05, eta: 3:27:05, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6075, top5_acc: 0.8350, loss_cls: 4.9209, loss: 4.9209 2025-08-19 06:56:13,783 - pyskl - INFO - Epoch [147][6300/7492] lr: 5.471e-05, eta: 3:26:13, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6078, top5_acc: 0.8331, loss_cls: 4.8966, loss: 4.8966 2025-08-19 06:57:06,445 - pyskl - INFO - Epoch [147][6400/7492] lr: 5.424e-05, eta: 3:25:20, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6138, top5_acc: 0.8447, loss_cls: 4.9434, loss: 4.9434 2025-08-19 06:57:59,060 - pyskl - INFO - Epoch [147][6500/7492] lr: 5.379e-05, eta: 3:24:28, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6012, top5_acc: 0.8316, loss_cls: 4.9271, loss: 4.9271 2025-08-19 06:58:51,752 - pyskl - INFO - Epoch [147][6600/7492] lr: 5.333e-05, eta: 3:23:36, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6159, top5_acc: 0.8341, loss_cls: 4.8653, loss: 4.8653 2025-08-19 06:59:44,576 - pyskl - INFO - Epoch [147][6700/7492] lr: 5.287e-05, eta: 3:22:44, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6094, top5_acc: 0.8328, loss_cls: 4.9754, loss: 4.9754 2025-08-19 07:00:37,306 - pyskl - INFO - Epoch [147][6800/7492] lr: 5.242e-05, eta: 3:21:51, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6150, top5_acc: 0.8450, loss_cls: 4.8737, loss: 4.8737 2025-08-19 07:01:29,860 - pyskl - INFO - Epoch [147][6900/7492] lr: 5.197e-05, eta: 3:20:59, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6003, top5_acc: 0.8438, loss_cls: 4.9700, loss: 4.9700 2025-08-19 07:02:22,169 - pyskl - INFO - Epoch [147][7000/7492] lr: 5.152e-05, eta: 3:20:07, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6003, top5_acc: 0.8366, loss_cls: 4.9151, loss: 4.9151 2025-08-19 07:03:14,559 - pyskl - INFO - Epoch [147][7100/7492] lr: 5.107e-05, eta: 3:19:15, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6078, top5_acc: 0.8337, loss_cls: 4.9377, loss: 4.9377 2025-08-19 07:04:06,720 - pyskl - INFO - Epoch [147][7200/7492] lr: 5.063e-05, eta: 3:18:22, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6094, top5_acc: 0.8344, loss_cls: 4.9680, loss: 4.9680 2025-08-19 07:04:59,527 - pyskl - INFO - Epoch [147][7300/7492] lr: 5.018e-05, eta: 3:17:30, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6203, top5_acc: 0.8534, loss_cls: 4.7820, loss: 4.7820 2025-08-19 07:05:51,855 - pyskl - INFO - Epoch [147][7400/7492] lr: 4.974e-05, eta: 3:16:38, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6088, top5_acc: 0.8366, loss_cls: 4.9384, loss: 4.9384 2025-08-19 07:06:41,467 - pyskl - INFO - Saving checkpoint at 147 epochs 2025-08-19 07:07:34,263 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 07:07:35,008 - pyskl - INFO - top1_acc 0.4502 top5_acc 0.7046 2025-08-19 07:07:35,008 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 07:07:35,049 - pyskl - INFO - mean_acc 0.4500 2025-08-19 07:07:35,064 - pyskl - INFO - Epoch(val) [147][617] top1_acc: 0.4502, top5_acc: 0.7046, mean_class_accuracy: 0.4500 2025-08-19 07:08:57,067 - pyskl - INFO - Epoch [148][100/7492] lr: 4.890e-05, eta: 3:14:57, time: 0.820, data_time: 0.292, memory: 13026, top1_acc: 0.6178, top5_acc: 0.8375, loss_cls: 4.8882, loss: 4.8882 2025-08-19 07:09:49,936 - pyskl - INFO - Epoch [148][200/7492] lr: 4.846e-05, eta: 3:14:05, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.6153, top5_acc: 0.8441, loss_cls: 4.9806, loss: 4.9806 2025-08-19 07:10:42,307 - pyskl - INFO - Epoch [148][300/7492] lr: 4.803e-05, eta: 3:13:12, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6141, top5_acc: 0.8303, loss_cls: 4.9702, loss: 4.9702 2025-08-19 07:11:34,613 - pyskl - INFO - Epoch [148][400/7492] lr: 4.760e-05, eta: 3:12:20, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6284, top5_acc: 0.8534, loss_cls: 4.8619, loss: 4.8619 2025-08-19 07:12:27,107 - pyskl - INFO - Epoch [148][500/7492] lr: 4.717e-05, eta: 3:11:28, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6291, top5_acc: 0.8503, loss_cls: 4.7943, loss: 4.7943 2025-08-19 07:13:19,476 - pyskl - INFO - Epoch [148][600/7492] lr: 4.674e-05, eta: 3:10:36, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6100, top5_acc: 0.8375, loss_cls: 4.9476, loss: 4.9476 2025-08-19 07:14:11,878 - pyskl - INFO - Epoch [148][700/7492] lr: 4.631e-05, eta: 3:09:43, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6169, top5_acc: 0.8434, loss_cls: 4.9157, loss: 4.9157 2025-08-19 07:15:04,089 - pyskl - INFO - Epoch [148][800/7492] lr: 4.589e-05, eta: 3:08:51, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6353, top5_acc: 0.8559, loss_cls: 4.6664, loss: 4.6664 2025-08-19 07:15:56,221 - pyskl - INFO - Epoch [148][900/7492] lr: 4.547e-05, eta: 3:07:59, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6262, top5_acc: 0.8469, loss_cls: 4.8686, loss: 4.8686 2025-08-19 07:16:49,023 - pyskl - INFO - Epoch [148][1000/7492] lr: 4.505e-05, eta: 3:07:06, time: 0.528, data_time: 0.000, memory: 13026, top1_acc: 0.6250, top5_acc: 0.8413, loss_cls: 4.9145, loss: 4.9145 2025-08-19 07:17:41,360 - pyskl - INFO - Epoch [148][1100/7492] lr: 4.463e-05, eta: 3:06:14, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6184, top5_acc: 0.8350, loss_cls: 4.8552, loss: 4.8552 2025-08-19 07:18:33,497 - pyskl - INFO - Epoch [148][1200/7492] lr: 4.421e-05, eta: 3:05:22, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6172, top5_acc: 0.8462, loss_cls: 4.8944, loss: 4.8944 2025-08-19 07:19:26,073 - pyskl - INFO - Epoch [148][1300/7492] lr: 4.380e-05, eta: 3:04:30, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6069, top5_acc: 0.8300, loss_cls: 4.9278, loss: 4.9278 2025-08-19 07:20:18,396 - pyskl - INFO - Epoch [148][1400/7492] lr: 4.338e-05, eta: 3:03:37, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6247, top5_acc: 0.8484, loss_cls: 4.7931, loss: 4.7931 2025-08-19 07:21:11,303 - pyskl - INFO - Epoch [148][1500/7492] lr: 4.297e-05, eta: 3:02:45, time: 0.529, data_time: 0.000, memory: 13026, top1_acc: 0.6231, top5_acc: 0.8428, loss_cls: 4.8392, loss: 4.8392 2025-08-19 07:22:03,806 - pyskl - INFO - Epoch [148][1600/7492] lr: 4.256e-05, eta: 3:01:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6347, top5_acc: 0.8459, loss_cls: 4.8664, loss: 4.8664 2025-08-19 07:22:56,397 - pyskl - INFO - Epoch [148][1700/7492] lr: 4.216e-05, eta: 3:01:01, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6078, top5_acc: 0.8528, loss_cls: 4.7845, loss: 4.7845 2025-08-19 07:23:48,959 - pyskl - INFO - Epoch [148][1800/7492] lr: 4.175e-05, eta: 3:00:08, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6159, top5_acc: 0.8359, loss_cls: 4.9429, loss: 4.9429 2025-08-19 07:24:41,468 - pyskl - INFO - Epoch [148][1900/7492] lr: 4.135e-05, eta: 2:59:16, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6281, top5_acc: 0.8422, loss_cls: 4.8409, loss: 4.8409 2025-08-19 07:25:34,212 - pyskl - INFO - Epoch [148][2000/7492] lr: 4.095e-05, eta: 2:58:24, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6012, top5_acc: 0.8378, loss_cls: 4.9775, loss: 4.9775 2025-08-19 07:26:26,923 - pyskl - INFO - Epoch [148][2100/7492] lr: 4.055e-05, eta: 2:57:31, time: 0.527, data_time: 0.000, memory: 13026, top1_acc: 0.6191, top5_acc: 0.8441, loss_cls: 4.9056, loss: 4.9056 2025-08-19 07:27:19,558 - pyskl - INFO - Epoch [148][2200/7492] lr: 4.015e-05, eta: 2:56:39, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6162, top5_acc: 0.8306, loss_cls: 4.9348, loss: 4.9348 2025-08-19 07:28:12,191 - pyskl - INFO - Epoch [148][2300/7492] lr: 3.976e-05, eta: 2:55:47, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6191, top5_acc: 0.8397, loss_cls: 4.9385, loss: 4.9385 2025-08-19 07:29:04,758 - pyskl - INFO - Epoch [148][2400/7492] lr: 3.937e-05, eta: 2:54:55, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6238, top5_acc: 0.8516, loss_cls: 4.8027, loss: 4.8027 2025-08-19 07:29:57,360 - pyskl - INFO - Epoch [148][2500/7492] lr: 3.897e-05, eta: 2:54:02, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6134, top5_acc: 0.8425, loss_cls: 4.9275, loss: 4.9275 2025-08-19 07:30:49,930 - pyskl - INFO - Epoch [148][2600/7492] lr: 3.859e-05, eta: 2:53:10, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6206, top5_acc: 0.8419, loss_cls: 4.9160, loss: 4.9160 2025-08-19 07:31:42,170 - pyskl - INFO - Epoch [148][2700/7492] lr: 3.820e-05, eta: 2:52:18, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6153, top5_acc: 0.8341, loss_cls: 4.9197, loss: 4.9197 2025-08-19 07:32:34,354 - pyskl - INFO - Epoch [148][2800/7492] lr: 3.781e-05, eta: 2:51:26, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6178, top5_acc: 0.8394, loss_cls: 4.9602, loss: 4.9602 2025-08-19 07:33:26,661 - pyskl - INFO - Epoch [148][2900/7492] lr: 3.743e-05, eta: 2:50:33, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6303, top5_acc: 0.8434, loss_cls: 4.7770, loss: 4.7770 2025-08-19 07:34:18,957 - pyskl - INFO - Epoch [148][3000/7492] lr: 3.705e-05, eta: 2:49:41, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6159, top5_acc: 0.8450, loss_cls: 4.8922, loss: 4.8922 2025-08-19 07:35:11,047 - pyskl - INFO - Epoch [148][3100/7492] lr: 3.667e-05, eta: 2:48:49, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6147, top5_acc: 0.8363, loss_cls: 4.9829, loss: 4.9829 2025-08-19 07:36:03,420 - pyskl - INFO - Epoch [148][3200/7492] lr: 3.629e-05, eta: 2:47:56, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6225, top5_acc: 0.8528, loss_cls: 4.8374, loss: 4.8374 2025-08-19 07:36:55,109 - pyskl - INFO - Epoch [148][3300/7492] lr: 3.592e-05, eta: 2:47:04, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6097, top5_acc: 0.8387, loss_cls: 4.9235, loss: 4.9235 2025-08-19 07:37:47,087 - pyskl - INFO - Epoch [148][3400/7492] lr: 3.554e-05, eta: 2:46:12, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6112, top5_acc: 0.8397, loss_cls: 4.9073, loss: 4.9073 2025-08-19 07:38:39,506 - pyskl - INFO - Epoch [148][3500/7492] lr: 3.517e-05, eta: 2:45:20, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6303, top5_acc: 0.8375, loss_cls: 4.8391, loss: 4.8391 2025-08-19 07:39:31,711 - pyskl - INFO - Epoch [148][3600/7492] lr: 3.480e-05, eta: 2:44:27, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6228, top5_acc: 0.8422, loss_cls: 4.8848, loss: 4.8848 2025-08-19 07:40:23,692 - pyskl - INFO - Epoch [148][3700/7492] lr: 3.443e-05, eta: 2:43:35, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6078, top5_acc: 0.8334, loss_cls: 4.9023, loss: 4.9023 2025-08-19 07:41:15,786 - pyskl - INFO - Epoch [148][3800/7492] lr: 3.407e-05, eta: 2:42:43, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6228, top5_acc: 0.8419, loss_cls: 4.8926, loss: 4.8926 2025-08-19 07:42:07,868 - pyskl - INFO - Epoch [148][3900/7492] lr: 3.370e-05, eta: 2:41:50, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6241, top5_acc: 0.8444, loss_cls: 4.8163, loss: 4.8163 2025-08-19 07:42:59,968 - pyskl - INFO - Epoch [148][4000/7492] lr: 3.334e-05, eta: 2:40:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6128, top5_acc: 0.8369, loss_cls: 4.8372, loss: 4.8372 2025-08-19 07:43:51,812 - pyskl - INFO - Epoch [148][4100/7492] lr: 3.298e-05, eta: 2:40:06, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6091, top5_acc: 0.8363, loss_cls: 4.8998, loss: 4.8998 2025-08-19 07:44:43,929 - pyskl - INFO - Epoch [148][4200/7492] lr: 3.262e-05, eta: 2:39:14, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6084, top5_acc: 0.8363, loss_cls: 4.9349, loss: 4.9349 2025-08-19 07:45:35,993 - pyskl - INFO - Epoch [148][4300/7492] lr: 3.227e-05, eta: 2:38:21, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6222, top5_acc: 0.8494, loss_cls: 4.8383, loss: 4.8383 2025-08-19 07:46:27,813 - pyskl - INFO - Epoch [148][4400/7492] lr: 3.191e-05, eta: 2:37:29, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6200, top5_acc: 0.8462, loss_cls: 4.9065, loss: 4.9065 2025-08-19 07:47:19,817 - pyskl - INFO - Epoch [148][4500/7492] lr: 3.156e-05, eta: 2:36:37, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6069, top5_acc: 0.8269, loss_cls: 5.0260, loss: 5.0260 2025-08-19 07:48:12,195 - pyskl - INFO - Epoch [148][4600/7492] lr: 3.121e-05, eta: 2:35:45, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.5997, top5_acc: 0.8375, loss_cls: 4.8860, loss: 4.8860 2025-08-19 07:49:04,367 - pyskl - INFO - Epoch [148][4700/7492] lr: 3.086e-05, eta: 2:34:52, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6250, top5_acc: 0.8503, loss_cls: 4.8755, loss: 4.8755 2025-08-19 07:49:56,217 - pyskl - INFO - Epoch [148][4800/7492] lr: 3.052e-05, eta: 2:34:00, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6206, top5_acc: 0.8378, loss_cls: 4.9059, loss: 4.9059 2025-08-19 07:50:48,376 - pyskl - INFO - Epoch [148][4900/7492] lr: 3.017e-05, eta: 2:33:08, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6056, top5_acc: 0.8356, loss_cls: 4.9213, loss: 4.9213 2025-08-19 07:51:40,239 - pyskl - INFO - Epoch [148][5000/7492] lr: 2.983e-05, eta: 2:32:15, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6091, top5_acc: 0.8494, loss_cls: 4.8157, loss: 4.8157 2025-08-19 07:52:32,290 - pyskl - INFO - Epoch [148][5100/7492] lr: 2.949e-05, eta: 2:31:23, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6000, top5_acc: 0.8347, loss_cls: 4.9816, loss: 4.9816 2025-08-19 07:53:24,456 - pyskl - INFO - Epoch [148][5200/7492] lr: 2.915e-05, eta: 2:30:31, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6212, top5_acc: 0.8409, loss_cls: 4.9703, loss: 4.9703 2025-08-19 07:54:16,534 - pyskl - INFO - Epoch [148][5300/7492] lr: 2.882e-05, eta: 2:29:39, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6272, top5_acc: 0.8447, loss_cls: 4.8862, loss: 4.8862 2025-08-19 07:55:08,609 - pyskl - INFO - Epoch [148][5400/7492] lr: 2.848e-05, eta: 2:28:46, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6094, top5_acc: 0.8494, loss_cls: 4.9012, loss: 4.9012 2025-08-19 07:56:00,829 - pyskl - INFO - Epoch [148][5500/7492] lr: 2.815e-05, eta: 2:27:54, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6259, top5_acc: 0.8494, loss_cls: 4.8023, loss: 4.8023 2025-08-19 07:56:53,082 - pyskl - INFO - Epoch [148][5600/7492] lr: 2.782e-05, eta: 2:27:02, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6325, top5_acc: 0.8478, loss_cls: 4.8012, loss: 4.8012 2025-08-19 07:57:45,523 - pyskl - INFO - Epoch [148][5700/7492] lr: 2.749e-05, eta: 2:26:09, time: 0.524, data_time: 0.000, memory: 13026, top1_acc: 0.6122, top5_acc: 0.8347, loss_cls: 4.9446, loss: 4.9446 2025-08-19 07:58:37,825 - pyskl - INFO - Epoch [148][5800/7492] lr: 2.716e-05, eta: 2:25:17, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6325, top5_acc: 0.8528, loss_cls: 4.7268, loss: 4.7268 2025-08-19 07:59:30,027 - pyskl - INFO - Epoch [148][5900/7492] lr: 2.684e-05, eta: 2:24:25, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6006, top5_acc: 0.8341, loss_cls: 4.8946, loss: 4.8946 2025-08-19 08:00:21,764 - pyskl - INFO - Epoch [148][6000/7492] lr: 2.652e-05, eta: 2:23:33, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6228, top5_acc: 0.8406, loss_cls: 4.8340, loss: 4.8340 2025-08-19 08:01:13,649 - pyskl - INFO - Epoch [148][6100/7492] lr: 2.620e-05, eta: 2:22:40, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6166, top5_acc: 0.8419, loss_cls: 4.8786, loss: 4.8786 2025-08-19 08:02:05,816 - pyskl - INFO - Epoch [148][6200/7492] lr: 2.588e-05, eta: 2:21:48, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6169, top5_acc: 0.8538, loss_cls: 4.8937, loss: 4.8937 2025-08-19 08:02:58,037 - pyskl - INFO - Epoch [148][6300/7492] lr: 2.556e-05, eta: 2:20:56, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6303, top5_acc: 0.8475, loss_cls: 4.6971, loss: 4.6971 2025-08-19 08:03:50,176 - pyskl - INFO - Epoch [148][6400/7492] lr: 2.524e-05, eta: 2:20:04, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6094, top5_acc: 0.8441, loss_cls: 4.9391, loss: 4.9391 2025-08-19 08:04:42,306 - pyskl - INFO - Epoch [148][6500/7492] lr: 2.493e-05, eta: 2:19:11, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6178, top5_acc: 0.8319, loss_cls: 4.9228, loss: 4.9228 2025-08-19 08:05:34,405 - pyskl - INFO - Epoch [148][6600/7492] lr: 2.462e-05, eta: 2:18:19, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6200, top5_acc: 0.8394, loss_cls: 4.8278, loss: 4.8278 2025-08-19 08:06:26,905 - pyskl - INFO - Epoch [148][6700/7492] lr: 2.431e-05, eta: 2:17:27, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6081, top5_acc: 0.8331, loss_cls: 4.9135, loss: 4.9135 2025-08-19 08:07:18,912 - pyskl - INFO - Epoch [148][6800/7492] lr: 2.400e-05, eta: 2:16:34, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6228, top5_acc: 0.8441, loss_cls: 4.8048, loss: 4.8048 2025-08-19 08:08:10,974 - pyskl - INFO - Epoch [148][6900/7492] lr: 2.370e-05, eta: 2:15:42, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.5969, top5_acc: 0.8306, loss_cls: 5.0315, loss: 5.0315 2025-08-19 08:09:03,245 - pyskl - INFO - Epoch [148][7000/7492] lr: 2.340e-05, eta: 2:14:50, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6225, top5_acc: 0.8434, loss_cls: 4.9868, loss: 4.9868 2025-08-19 08:09:55,313 - pyskl - INFO - Epoch [148][7100/7492] lr: 2.309e-05, eta: 2:13:58, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6059, top5_acc: 0.8344, loss_cls: 4.8518, loss: 4.8518 2025-08-19 08:10:47,507 - pyskl - INFO - Epoch [148][7200/7492] lr: 2.280e-05, eta: 2:13:05, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6109, top5_acc: 0.8409, loss_cls: 4.9720, loss: 4.9720 2025-08-19 08:11:39,568 - pyskl - INFO - Epoch [148][7300/7492] lr: 2.250e-05, eta: 2:12:13, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6247, top5_acc: 0.8459, loss_cls: 4.8850, loss: 4.8850 2025-08-19 08:12:31,524 - pyskl - INFO - Epoch [148][7400/7492] lr: 2.220e-05, eta: 2:11:21, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6266, top5_acc: 0.8434, loss_cls: 4.9371, loss: 4.9371 2025-08-19 08:13:20,079 - pyskl - INFO - Saving checkpoint at 148 epochs 2025-08-19 08:14:12,925 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 08:14:13,658 - pyskl - INFO - top1_acc 0.4522 top5_acc 0.7066 2025-08-19 08:14:13,658 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 08:14:13,700 - pyskl - INFO - mean_acc 0.4520 2025-08-19 08:14:13,778 - pyskl - INFO - The previous best checkpoint /home/lhd/pyskl_mine/work_dirs/k400/jm/best_top1_acc_epoch_146.pth was removed 2025-08-19 08:14:14,871 - pyskl - INFO - Now best checkpoint is saved as best_top1_acc_epoch_148.pth. 2025-08-19 08:14:14,872 - pyskl - INFO - Best top1_acc is 0.4522 at 148 epoch. 2025-08-19 08:14:14,886 - pyskl - INFO - Epoch(val) [148][617] top1_acc: 0.4522, top5_acc: 0.7066, mean_class_accuracy: 0.4520 2025-08-19 08:15:37,590 - pyskl - INFO - Epoch [149][100/7492] lr: 2.164e-05, eta: 2:09:40, time: 0.827, data_time: 0.298, memory: 13026, top1_acc: 0.6241, top5_acc: 0.8359, loss_cls: 4.8601, loss: 4.8601 2025-08-19 08:16:29,574 - pyskl - INFO - Epoch [149][200/7492] lr: 2.135e-05, eta: 2:08:48, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6188, top5_acc: 0.8403, loss_cls: 4.8977, loss: 4.8977 2025-08-19 08:17:21,546 - pyskl - INFO - Epoch [149][300/7492] lr: 2.106e-05, eta: 2:07:56, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6266, top5_acc: 0.8494, loss_cls: 4.7981, loss: 4.7981 2025-08-19 08:18:13,219 - pyskl - INFO - Epoch [149][400/7492] lr: 2.078e-05, eta: 2:07:03, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6175, top5_acc: 0.8450, loss_cls: 4.8665, loss: 4.8665 2025-08-19 08:19:05,085 - pyskl - INFO - Epoch [149][500/7492] lr: 2.049e-05, eta: 2:06:11, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6253, top5_acc: 0.8481, loss_cls: 4.8609, loss: 4.8609 2025-08-19 08:19:56,909 - pyskl - INFO - Epoch [149][600/7492] lr: 2.021e-05, eta: 2:05:19, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6131, top5_acc: 0.8409, loss_cls: 4.9796, loss: 4.9796 2025-08-19 08:20:48,841 - pyskl - INFO - Epoch [149][700/7492] lr: 1.993e-05, eta: 2:04:26, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6225, top5_acc: 0.8434, loss_cls: 4.8651, loss: 4.8651 2025-08-19 08:21:40,899 - pyskl - INFO - Epoch [149][800/7492] lr: 1.965e-05, eta: 2:03:34, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6222, top5_acc: 0.8531, loss_cls: 4.7407, loss: 4.7407 2025-08-19 08:22:33,006 - pyskl - INFO - Epoch [149][900/7492] lr: 1.938e-05, eta: 2:02:42, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6109, top5_acc: 0.8337, loss_cls: 4.9324, loss: 4.9324 2025-08-19 08:23:24,823 - pyskl - INFO - Epoch [149][1000/7492] lr: 1.910e-05, eta: 2:01:50, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6125, top5_acc: 0.8444, loss_cls: 4.8684, loss: 4.8684 2025-08-19 08:24:16,887 - pyskl - INFO - Epoch [149][1100/7492] lr: 1.883e-05, eta: 2:00:57, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6231, top5_acc: 0.8434, loss_cls: 4.8298, loss: 4.8298 2025-08-19 08:25:09,066 - pyskl - INFO - Epoch [149][1200/7492] lr: 1.856e-05, eta: 2:00:05, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6300, top5_acc: 0.8516, loss_cls: 4.7831, loss: 4.7831 2025-08-19 08:26:01,275 - pyskl - INFO - Epoch [149][1300/7492] lr: 1.829e-05, eta: 1:59:13, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6250, top5_acc: 0.8481, loss_cls: 4.8469, loss: 4.8469 2025-08-19 08:26:53,188 - pyskl - INFO - Epoch [149][1400/7492] lr: 1.803e-05, eta: 1:58:20, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6250, top5_acc: 0.8447, loss_cls: 4.8361, loss: 4.8361 2025-08-19 08:27:45,249 - pyskl - INFO - Epoch [149][1500/7492] lr: 1.776e-05, eta: 1:57:28, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6338, top5_acc: 0.8469, loss_cls: 4.8092, loss: 4.8092 2025-08-19 08:28:37,240 - pyskl - INFO - Epoch [149][1600/7492] lr: 1.750e-05, eta: 1:56:36, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6394, top5_acc: 0.8475, loss_cls: 4.8536, loss: 4.8536 2025-08-19 08:29:29,315 - pyskl - INFO - Epoch [149][1700/7492] lr: 1.724e-05, eta: 1:55:44, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6256, top5_acc: 0.8422, loss_cls: 4.8385, loss: 4.8385 2025-08-19 08:30:21,406 - pyskl - INFO - Epoch [149][1800/7492] lr: 1.698e-05, eta: 1:54:51, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6169, top5_acc: 0.8428, loss_cls: 4.8202, loss: 4.8202 2025-08-19 08:31:13,656 - pyskl - INFO - Epoch [149][1900/7492] lr: 1.672e-05, eta: 1:53:59, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6344, top5_acc: 0.8569, loss_cls: 4.7757, loss: 4.7757 2025-08-19 08:32:05,893 - pyskl - INFO - Epoch [149][2000/7492] lr: 1.647e-05, eta: 1:53:07, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6241, top5_acc: 0.8372, loss_cls: 4.8729, loss: 4.8729 2025-08-19 08:32:58,369 - pyskl - INFO - Epoch [149][2100/7492] lr: 1.622e-05, eta: 1:52:15, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6275, top5_acc: 0.8431, loss_cls: 4.7766, loss: 4.7766 2025-08-19 08:33:51,799 - pyskl - INFO - Epoch [149][2200/7492] lr: 1.597e-05, eta: 1:51:22, time: 0.534, data_time: 0.000, memory: 13026, top1_acc: 0.6094, top5_acc: 0.8384, loss_cls: 5.0083, loss: 5.0083 2025-08-19 08:34:45,173 - pyskl - INFO - Epoch [149][2300/7492] lr: 1.572e-05, eta: 1:50:30, time: 0.534, data_time: 0.000, memory: 13026, top1_acc: 0.6334, top5_acc: 0.8447, loss_cls: 4.8514, loss: 4.8514 2025-08-19 08:35:38,304 - pyskl - INFO - Epoch [149][2400/7492] lr: 1.547e-05, eta: 1:49:38, time: 0.531, data_time: 0.000, memory: 13026, top1_acc: 0.6038, top5_acc: 0.8347, loss_cls: 4.9578, loss: 4.9578 2025-08-19 08:36:30,887 - pyskl - INFO - Epoch [149][2500/7492] lr: 1.523e-05, eta: 1:48:45, time: 0.526, data_time: 0.000, memory: 13026, top1_acc: 0.6166, top5_acc: 0.8397, loss_cls: 5.0034, loss: 5.0034 2025-08-19 08:37:23,409 - pyskl - INFO - Epoch [149][2600/7492] lr: 1.498e-05, eta: 1:47:53, time: 0.525, data_time: 0.000, memory: 13026, top1_acc: 0.6234, top5_acc: 0.8450, loss_cls: 4.8105, loss: 4.8105 2025-08-19 08:38:15,634 - pyskl - INFO - Epoch [149][2700/7492] lr: 1.474e-05, eta: 1:47:01, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6194, top5_acc: 0.8572, loss_cls: 4.8740, loss: 4.8740 2025-08-19 08:39:07,877 - pyskl - INFO - Epoch [149][2800/7492] lr: 1.450e-05, eta: 1:46:09, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6231, top5_acc: 0.8538, loss_cls: 4.7147, loss: 4.7147 2025-08-19 08:40:00,132 - pyskl - INFO - Epoch [149][2900/7492] lr: 1.427e-05, eta: 1:45:16, time: 0.523, data_time: 0.000, memory: 13026, top1_acc: 0.6212, top5_acc: 0.8372, loss_cls: 4.8494, loss: 4.8494 2025-08-19 08:40:52,348 - pyskl - INFO - Epoch [149][3000/7492] lr: 1.403e-05, eta: 1:44:24, time: 0.522, data_time: 0.000, memory: 13026, top1_acc: 0.6197, top5_acc: 0.8491, loss_cls: 4.8602, loss: 4.8602 2025-08-19 08:41:44,493 - pyskl - INFO - Epoch [149][3100/7492] lr: 1.380e-05, eta: 1:43:32, time: 0.521, data_time: 0.000, memory: 13026, top1_acc: 0.6247, top5_acc: 0.8500, loss_cls: 4.8136, loss: 4.8136 2025-08-19 08:42:36,468 - pyskl - INFO - Epoch [149][3200/7492] lr: 1.357e-05, eta: 1:42:40, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6247, top5_acc: 0.8431, loss_cls: 4.8400, loss: 4.8400 2025-08-19 08:43:28,405 - pyskl - INFO - Epoch [149][3300/7492] lr: 1.334e-05, eta: 1:41:47, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6278, top5_acc: 0.8516, loss_cls: 4.7920, loss: 4.7920 2025-08-19 08:44:20,353 - pyskl - INFO - Epoch [149][3400/7492] lr: 1.311e-05, eta: 1:40:55, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6156, top5_acc: 0.8381, loss_cls: 4.9714, loss: 4.9714 2025-08-19 08:45:12,378 - pyskl - INFO - Epoch [149][3500/7492] lr: 1.288e-05, eta: 1:40:03, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6259, top5_acc: 0.8359, loss_cls: 4.8536, loss: 4.8536 2025-08-19 08:46:04,354 - pyskl - INFO - Epoch [149][3600/7492] lr: 1.266e-05, eta: 1:39:10, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6181, top5_acc: 0.8466, loss_cls: 4.8807, loss: 4.8807 2025-08-19 08:46:56,015 - pyskl - INFO - Epoch [149][3700/7492] lr: 1.244e-05, eta: 1:38:18, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6241, top5_acc: 0.8469, loss_cls: 4.8620, loss: 4.8620 2025-08-19 08:47:47,941 - pyskl - INFO - Epoch [149][3800/7492] lr: 1.222e-05, eta: 1:37:26, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6300, top5_acc: 0.8459, loss_cls: 4.8737, loss: 4.8737 2025-08-19 08:48:39,828 - pyskl - INFO - Epoch [149][3900/7492] lr: 1.200e-05, eta: 1:36:34, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6231, top5_acc: 0.8406, loss_cls: 4.9381, loss: 4.9381 2025-08-19 08:49:31,601 - pyskl - INFO - Epoch [149][4000/7492] lr: 1.179e-05, eta: 1:35:41, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6209, top5_acc: 0.8413, loss_cls: 4.8625, loss: 4.8625 2025-08-19 08:50:23,207 - pyskl - INFO - Epoch [149][4100/7492] lr: 1.157e-05, eta: 1:34:49, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6091, top5_acc: 0.8406, loss_cls: 4.9221, loss: 4.9221 2025-08-19 08:51:14,867 - pyskl - INFO - Epoch [149][4200/7492] lr: 1.136e-05, eta: 1:33:57, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6297, top5_acc: 0.8497, loss_cls: 4.7353, loss: 4.7353 2025-08-19 08:52:06,556 - pyskl - INFO - Epoch [149][4300/7492] lr: 1.115e-05, eta: 1:33:04, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6216, top5_acc: 0.8406, loss_cls: 4.9489, loss: 4.9489 2025-08-19 08:52:58,244 - pyskl - INFO - Epoch [149][4400/7492] lr: 1.094e-05, eta: 1:32:12, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6338, top5_acc: 0.8525, loss_cls: 4.7699, loss: 4.7699 2025-08-19 08:53:50,021 - pyskl - INFO - Epoch [149][4500/7492] lr: 1.074e-05, eta: 1:31:20, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6197, top5_acc: 0.8381, loss_cls: 4.8795, loss: 4.8795 2025-08-19 08:54:41,781 - pyskl - INFO - Epoch [149][4600/7492] lr: 1.053e-05, eta: 1:30:28, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6047, top5_acc: 0.8359, loss_cls: 4.9048, loss: 4.9048 2025-08-19 08:55:33,398 - pyskl - INFO - Epoch [149][4700/7492] lr: 1.033e-05, eta: 1:29:35, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6188, top5_acc: 0.8459, loss_cls: 4.8512, loss: 4.8512 2025-08-19 08:56:25,066 - pyskl - INFO - Epoch [149][4800/7492] lr: 1.013e-05, eta: 1:28:43, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6262, top5_acc: 0.8387, loss_cls: 4.8396, loss: 4.8396 2025-08-19 08:57:16,779 - pyskl - INFO - Epoch [149][4900/7492] lr: 9.935e-06, eta: 1:27:51, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6369, top5_acc: 0.8528, loss_cls: 4.7918, loss: 4.7918 2025-08-19 08:58:08,539 - pyskl - INFO - Epoch [149][5000/7492] lr: 9.739e-06, eta: 1:26:59, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6066, top5_acc: 0.8450, loss_cls: 4.8036, loss: 4.8036 2025-08-19 08:59:00,190 - pyskl - INFO - Epoch [149][5100/7492] lr: 9.545e-06, eta: 1:26:06, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6084, top5_acc: 0.8422, loss_cls: 4.9155, loss: 4.9155 2025-08-19 08:59:51,922 - pyskl - INFO - Epoch [149][5200/7492] lr: 9.352e-06, eta: 1:25:14, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6184, top5_acc: 0.8406, loss_cls: 4.8930, loss: 4.8930 2025-08-19 09:00:43,617 - pyskl - INFO - Epoch [149][5300/7492] lr: 9.162e-06, eta: 1:24:22, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6209, top5_acc: 0.8494, loss_cls: 4.8241, loss: 4.8241 2025-08-19 09:01:35,286 - pyskl - INFO - Epoch [149][5400/7492] lr: 8.974e-06, eta: 1:23:29, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6234, top5_acc: 0.8400, loss_cls: 4.7751, loss: 4.7751 2025-08-19 09:02:27,029 - pyskl - INFO - Epoch [149][5500/7492] lr: 8.788e-06, eta: 1:22:37, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6206, top5_acc: 0.8488, loss_cls: 4.8244, loss: 4.8244 2025-08-19 09:03:19,001 - pyskl - INFO - Epoch [149][5600/7492] lr: 8.604e-06, eta: 1:21:45, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6288, top5_acc: 0.8453, loss_cls: 4.8582, loss: 4.8582 2025-08-19 09:04:10,751 - pyskl - INFO - Epoch [149][5700/7492] lr: 8.421e-06, eta: 1:20:53, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6209, top5_acc: 0.8419, loss_cls: 4.9108, loss: 4.9108 2025-08-19 09:05:02,459 - pyskl - INFO - Epoch [149][5800/7492] lr: 8.241e-06, eta: 1:20:00, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6191, top5_acc: 0.8488, loss_cls: 4.8363, loss: 4.8363 2025-08-19 09:05:54,147 - pyskl - INFO - Epoch [149][5900/7492] lr: 8.062e-06, eta: 1:19:08, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6350, top5_acc: 0.8519, loss_cls: 4.8445, loss: 4.8445 2025-08-19 09:06:45,877 - pyskl - INFO - Epoch [149][6000/7492] lr: 7.886e-06, eta: 1:18:16, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6122, top5_acc: 0.8453, loss_cls: 4.8220, loss: 4.8220 2025-08-19 09:07:37,613 - pyskl - INFO - Epoch [149][6100/7492] lr: 7.711e-06, eta: 1:17:23, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6197, top5_acc: 0.8488, loss_cls: 4.9703, loss: 4.9703 2025-08-19 09:08:29,401 - pyskl - INFO - Epoch [149][6200/7492] lr: 7.539e-06, eta: 1:16:31, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6144, top5_acc: 0.8341, loss_cls: 4.9604, loss: 4.9604 2025-08-19 09:09:21,134 - pyskl - INFO - Epoch [149][6300/7492] lr: 7.368e-06, eta: 1:15:39, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6131, top5_acc: 0.8403, loss_cls: 4.8210, loss: 4.8210 2025-08-19 09:10:12,943 - pyskl - INFO - Epoch [149][6400/7492] lr: 7.199e-06, eta: 1:14:47, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6206, top5_acc: 0.8409, loss_cls: 4.8718, loss: 4.8718 2025-08-19 09:11:04,791 - pyskl - INFO - Epoch [149][6500/7492] lr: 7.033e-06, eta: 1:13:54, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6272, top5_acc: 0.8428, loss_cls: 4.8759, loss: 4.8759 2025-08-19 09:11:56,494 - pyskl - INFO - Epoch [149][6600/7492] lr: 6.868e-06, eta: 1:13:02, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6103, top5_acc: 0.8309, loss_cls: 4.9182, loss: 4.9182 2025-08-19 09:12:48,338 - pyskl - INFO - Epoch [149][6700/7492] lr: 6.705e-06, eta: 1:12:10, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6225, top5_acc: 0.8456, loss_cls: 4.8190, loss: 4.8190 2025-08-19 09:13:40,230 - pyskl - INFO - Epoch [149][6800/7492] lr: 6.544e-06, eta: 1:11:18, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6138, top5_acc: 0.8406, loss_cls: 4.9391, loss: 4.9391 2025-08-19 09:14:31,972 - pyskl - INFO - Epoch [149][6900/7492] lr: 6.385e-06, eta: 1:10:25, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6241, top5_acc: 0.8497, loss_cls: 4.7546, loss: 4.7546 2025-08-19 09:15:23,715 - pyskl - INFO - Epoch [149][7000/7492] lr: 6.228e-06, eta: 1:09:33, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6184, top5_acc: 0.8406, loss_cls: 4.8792, loss: 4.8792 2025-08-19 09:16:15,380 - pyskl - INFO - Epoch [149][7100/7492] lr: 6.073e-06, eta: 1:08:41, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6256, top5_acc: 0.8472, loss_cls: 4.9046, loss: 4.9046 2025-08-19 09:17:07,068 - pyskl - INFO - Epoch [149][7200/7492] lr: 5.920e-06, eta: 1:07:48, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6228, top5_acc: 0.8416, loss_cls: 4.8545, loss: 4.8545 2025-08-19 09:17:58,854 - pyskl - INFO - Epoch [149][7300/7492] lr: 5.769e-06, eta: 1:06:56, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6256, top5_acc: 0.8491, loss_cls: 4.8547, loss: 4.8547 2025-08-19 09:18:50,666 - pyskl - INFO - Epoch [149][7400/7492] lr: 5.620e-06, eta: 1:06:04, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6188, top5_acc: 0.8447, loss_cls: 4.8187, loss: 4.8187 2025-08-19 09:19:39,314 - pyskl - INFO - Saving checkpoint at 149 epochs 2025-08-19 09:20:35,989 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 09:20:36,728 - pyskl - INFO - top1_acc 0.4519 top5_acc 0.7033 2025-08-19 09:20:36,728 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 09:20:36,769 - pyskl - INFO - mean_acc 0.4517 2025-08-19 09:20:36,783 - pyskl - INFO - Epoch(val) [149][617] top1_acc: 0.4519, top5_acc: 0.7033, mean_class_accuracy: 0.4517 2025-08-19 09:21:57,862 - pyskl - INFO - Epoch [150][100/7492] lr: 5.339e-06, eta: 1:04:23, time: 0.811, data_time: 0.294, memory: 13026, top1_acc: 0.6334, top5_acc: 0.8516, loss_cls: 4.8688, loss: 4.8688 2025-08-19 09:22:49,550 - pyskl - INFO - Epoch [150][200/7492] lr: 5.196e-06, eta: 1:03:31, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6159, top5_acc: 0.8363, loss_cls: 4.9143, loss: 4.9143 2025-08-19 09:23:41,246 - pyskl - INFO - Epoch [150][300/7492] lr: 5.054e-06, eta: 1:02:39, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6244, top5_acc: 0.8425, loss_cls: 4.8437, loss: 4.8437 2025-08-19 09:24:32,909 - pyskl - INFO - Epoch [150][400/7492] lr: 4.914e-06, eta: 1:01:47, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6175, top5_acc: 0.8472, loss_cls: 4.8616, loss: 4.8616 2025-08-19 09:25:24,782 - pyskl - INFO - Epoch [150][500/7492] lr: 4.777e-06, eta: 1:00:54, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6238, top5_acc: 0.8638, loss_cls: 4.7749, loss: 4.7749 2025-08-19 09:26:16,617 - pyskl - INFO - Epoch [150][600/7492] lr: 4.641e-06, eta: 1:00:02, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6275, top5_acc: 0.8347, loss_cls: 4.8213, loss: 4.8213 2025-08-19 09:27:08,459 - pyskl - INFO - Epoch [150][700/7492] lr: 4.508e-06, eta: 0:59:10, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6122, top5_acc: 0.8369, loss_cls: 5.0115, loss: 5.0115 2025-08-19 09:28:00,202 - pyskl - INFO - Epoch [150][800/7492] lr: 4.376e-06, eta: 0:58:17, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6303, top5_acc: 0.8438, loss_cls: 4.8125, loss: 4.8125 2025-08-19 09:28:52,002 - pyskl - INFO - Epoch [150][900/7492] lr: 4.246e-06, eta: 0:57:25, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6241, top5_acc: 0.8444, loss_cls: 4.8968, loss: 4.8968 2025-08-19 09:29:43,760 - pyskl - INFO - Epoch [150][1000/7492] lr: 4.118e-06, eta: 0:56:33, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6375, top5_acc: 0.8503, loss_cls: 4.7779, loss: 4.7779 2025-08-19 09:30:35,349 - pyskl - INFO - Epoch [150][1100/7492] lr: 3.992e-06, eta: 0:55:41, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6244, top5_acc: 0.8413, loss_cls: 4.8686, loss: 4.8686 2025-08-19 09:31:27,133 - pyskl - INFO - Epoch [150][1200/7492] lr: 3.868e-06, eta: 0:54:48, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6178, top5_acc: 0.8397, loss_cls: 4.8827, loss: 4.8827 2025-08-19 09:32:18,943 - pyskl - INFO - Epoch [150][1300/7492] lr: 3.746e-06, eta: 0:53:56, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6191, top5_acc: 0.8544, loss_cls: 4.7454, loss: 4.7454 2025-08-19 09:33:10,772 - pyskl - INFO - Epoch [150][1400/7492] lr: 3.626e-06, eta: 0:53:04, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6409, top5_acc: 0.8519, loss_cls: 4.7376, loss: 4.7376 2025-08-19 09:34:02,355 - pyskl - INFO - Epoch [150][1500/7492] lr: 3.508e-06, eta: 0:52:12, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6259, top5_acc: 0.8428, loss_cls: 4.7775, loss: 4.7775 2025-08-19 09:34:53,984 - pyskl - INFO - Epoch [150][1600/7492] lr: 3.392e-06, eta: 0:51:19, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6209, top5_acc: 0.8447, loss_cls: 4.7452, loss: 4.7452 2025-08-19 09:35:45,694 - pyskl - INFO - Epoch [150][1700/7492] lr: 3.278e-06, eta: 0:50:27, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6269, top5_acc: 0.8409, loss_cls: 4.7783, loss: 4.7783 2025-08-19 09:36:37,329 - pyskl - INFO - Epoch [150][1800/7492] lr: 3.166e-06, eta: 0:49:35, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6375, top5_acc: 0.8413, loss_cls: 4.8461, loss: 4.8461 2025-08-19 09:37:28,978 - pyskl - INFO - Epoch [150][1900/7492] lr: 3.056e-06, eta: 0:48:42, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6388, top5_acc: 0.8453, loss_cls: 4.8265, loss: 4.8265 2025-08-19 09:38:20,803 - pyskl - INFO - Epoch [150][2000/7492] lr: 2.947e-06, eta: 0:47:50, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6216, top5_acc: 0.8350, loss_cls: 4.9534, loss: 4.9534 2025-08-19 09:39:12,534 - pyskl - INFO - Epoch [150][2100/7492] lr: 2.841e-06, eta: 0:46:58, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6234, top5_acc: 0.8406, loss_cls: 4.8435, loss: 4.8435 2025-08-19 09:40:04,189 - pyskl - INFO - Epoch [150][2200/7492] lr: 2.737e-06, eta: 0:46:06, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6253, top5_acc: 0.8488, loss_cls: 4.7778, loss: 4.7778 2025-08-19 09:40:55,926 - pyskl - INFO - Epoch [150][2300/7492] lr: 2.634e-06, eta: 0:45:13, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6216, top5_acc: 0.8413, loss_cls: 4.8850, loss: 4.8850 2025-08-19 09:41:47,881 - pyskl - INFO - Epoch [150][2400/7492] lr: 2.534e-06, eta: 0:44:21, time: 0.520, data_time: 0.000, memory: 13026, top1_acc: 0.6419, top5_acc: 0.8544, loss_cls: 4.7291, loss: 4.7291 2025-08-19 09:42:39,695 - pyskl - INFO - Epoch [150][2500/7492] lr: 2.435e-06, eta: 0:43:29, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6281, top5_acc: 0.8413, loss_cls: 4.9081, loss: 4.9081 2025-08-19 09:43:31,310 - pyskl - INFO - Epoch [150][2600/7492] lr: 2.339e-06, eta: 0:42:37, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6212, top5_acc: 0.8541, loss_cls: 4.9139, loss: 4.9139 2025-08-19 09:44:22,964 - pyskl - INFO - Epoch [150][2700/7492] lr: 2.244e-06, eta: 0:41:44, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6244, top5_acc: 0.8356, loss_cls: 4.8924, loss: 4.8924 2025-08-19 09:45:14,620 - pyskl - INFO - Epoch [150][2800/7492] lr: 2.151e-06, eta: 0:40:52, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6259, top5_acc: 0.8369, loss_cls: 4.8883, loss: 4.8883 2025-08-19 09:46:06,173 - pyskl - INFO - Epoch [150][2900/7492] lr: 2.061e-06, eta: 0:40:00, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6184, top5_acc: 0.8403, loss_cls: 4.9681, loss: 4.9681 2025-08-19 09:46:57,887 - pyskl - INFO - Epoch [150][3000/7492] lr: 1.972e-06, eta: 0:39:07, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6331, top5_acc: 0.8503, loss_cls: 4.8251, loss: 4.8251 2025-08-19 09:47:49,490 - pyskl - INFO - Epoch [150][3100/7492] lr: 1.885e-06, eta: 0:38:15, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6153, top5_acc: 0.8422, loss_cls: 4.8781, loss: 4.8781 2025-08-19 09:48:41,231 - pyskl - INFO - Epoch [150][3200/7492] lr: 1.800e-06, eta: 0:37:23, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6266, top5_acc: 0.8400, loss_cls: 4.8523, loss: 4.8523 2025-08-19 09:49:32,929 - pyskl - INFO - Epoch [150][3300/7492] lr: 1.717e-06, eta: 0:36:31, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6238, top5_acc: 0.8434, loss_cls: 4.8395, loss: 4.8395 2025-08-19 09:50:24,564 - pyskl - INFO - Epoch [150][3400/7492] lr: 1.636e-06, eta: 0:35:38, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6181, top5_acc: 0.8447, loss_cls: 4.8701, loss: 4.8701 2025-08-19 09:51:16,359 - pyskl - INFO - Epoch [150][3500/7492] lr: 1.557e-06, eta: 0:34:46, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6212, top5_acc: 0.8425, loss_cls: 4.8549, loss: 4.8549 2025-08-19 09:52:08,089 - pyskl - INFO - Epoch [150][3600/7492] lr: 1.480e-06, eta: 0:33:54, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6184, top5_acc: 0.8419, loss_cls: 4.8595, loss: 4.8595 2025-08-19 09:52:59,820 - pyskl - INFO - Epoch [150][3700/7492] lr: 1.405e-06, eta: 0:33:02, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6491, top5_acc: 0.8594, loss_cls: 4.6188, loss: 4.6188 2025-08-19 09:53:51,503 - pyskl - INFO - Epoch [150][3800/7492] lr: 1.332e-06, eta: 0:32:09, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6259, top5_acc: 0.8531, loss_cls: 4.8205, loss: 4.8205 2025-08-19 09:54:43,262 - pyskl - INFO - Epoch [150][3900/7492] lr: 1.261e-06, eta: 0:31:17, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6250, top5_acc: 0.8484, loss_cls: 4.8742, loss: 4.8742 2025-08-19 09:55:34,949 - pyskl - INFO - Epoch [150][4000/7492] lr: 1.192e-06, eta: 0:30:25, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6138, top5_acc: 0.8413, loss_cls: 4.8968, loss: 4.8968 2025-08-19 09:56:26,713 - pyskl - INFO - Epoch [150][4100/7492] lr: 1.125e-06, eta: 0:29:32, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6203, top5_acc: 0.8469, loss_cls: 4.8149, loss: 4.8149 2025-08-19 09:57:18,504 - pyskl - INFO - Epoch [150][4200/7492] lr: 1.059e-06, eta: 0:28:40, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6162, top5_acc: 0.8416, loss_cls: 4.8499, loss: 4.8499 2025-08-19 09:58:10,236 - pyskl - INFO - Epoch [150][4300/7492] lr: 9.959e-07, eta: 0:27:48, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6284, top5_acc: 0.8444, loss_cls: 4.8066, loss: 4.8066 2025-08-19 09:59:01,960 - pyskl - INFO - Epoch [150][4400/7492] lr: 9.345e-07, eta: 0:26:56, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6175, top5_acc: 0.8416, loss_cls: 4.8576, loss: 4.8576 2025-08-19 09:59:53,735 - pyskl - INFO - Epoch [150][4500/7492] lr: 8.751e-07, eta: 0:26:03, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6247, top5_acc: 0.8397, loss_cls: 4.8059, loss: 4.8059 2025-08-19 10:00:45,657 - pyskl - INFO - Epoch [150][4600/7492] lr: 8.176e-07, eta: 0:25:11, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6178, top5_acc: 0.8391, loss_cls: 4.8735, loss: 4.8735 2025-08-19 10:01:37,275 - pyskl - INFO - Epoch [150][4700/7492] lr: 7.620e-07, eta: 0:24:19, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6244, top5_acc: 0.8447, loss_cls: 4.7593, loss: 4.7593 2025-08-19 10:02:29,025 - pyskl - INFO - Epoch [150][4800/7492] lr: 7.084e-07, eta: 0:23:27, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6141, top5_acc: 0.8413, loss_cls: 4.9867, loss: 4.9867 2025-08-19 10:03:20,664 - pyskl - INFO - Epoch [150][4900/7492] lr: 6.568e-07, eta: 0:22:34, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6144, top5_acc: 0.8475, loss_cls: 4.8466, loss: 4.8466 2025-08-19 10:04:12,390 - pyskl - INFO - Epoch [150][5000/7492] lr: 6.071e-07, eta: 0:21:42, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6306, top5_acc: 0.8409, loss_cls: 4.8887, loss: 4.8887 2025-08-19 10:05:04,078 - pyskl - INFO - Epoch [150][5100/7492] lr: 5.594e-07, eta: 0:20:50, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6297, top5_acc: 0.8538, loss_cls: 4.7730, loss: 4.7730 2025-08-19 10:05:55,859 - pyskl - INFO - Epoch [150][5200/7492] lr: 5.136e-07, eta: 0:19:57, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6275, top5_acc: 0.8597, loss_cls: 4.7864, loss: 4.7864 2025-08-19 10:06:47,613 - pyskl - INFO - Epoch [150][5300/7492] lr: 4.698e-07, eta: 0:19:05, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6319, top5_acc: 0.8553, loss_cls: 4.8459, loss: 4.8459 2025-08-19 10:07:39,340 - pyskl - INFO - Epoch [150][5400/7492] lr: 4.279e-07, eta: 0:18:13, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6322, top5_acc: 0.8397, loss_cls: 4.8565, loss: 4.8565 2025-08-19 10:08:31,032 - pyskl - INFO - Epoch [150][5500/7492] lr: 3.880e-07, eta: 0:17:21, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6234, top5_acc: 0.8500, loss_cls: 4.7592, loss: 4.7592 2025-08-19 10:09:22,657 - pyskl - INFO - Epoch [150][5600/7492] lr: 3.501e-07, eta: 0:16:28, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6244, top5_acc: 0.8441, loss_cls: 4.9579, loss: 4.9579 2025-08-19 10:10:14,545 - pyskl - INFO - Epoch [150][5700/7492] lr: 3.140e-07, eta: 0:15:36, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6212, top5_acc: 0.8538, loss_cls: 4.7944, loss: 4.7944 2025-08-19 10:11:06,385 - pyskl - INFO - Epoch [150][5800/7492] lr: 2.800e-07, eta: 0:14:44, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6288, top5_acc: 0.8538, loss_cls: 4.9069, loss: 4.9069 2025-08-19 10:11:58,132 - pyskl - INFO - Epoch [150][5900/7492] lr: 2.479e-07, eta: 0:13:52, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6166, top5_acc: 0.8422, loss_cls: 4.8726, loss: 4.8726 2025-08-19 10:12:49,847 - pyskl - INFO - Epoch [150][6000/7492] lr: 2.177e-07, eta: 0:12:59, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6400, top5_acc: 0.8491, loss_cls: 4.7558, loss: 4.7558 2025-08-19 10:13:41,563 - pyskl - INFO - Epoch [150][6100/7492] lr: 1.896e-07, eta: 0:12:07, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6291, top5_acc: 0.8594, loss_cls: 4.7996, loss: 4.7996 2025-08-19 10:14:33,230 - pyskl - INFO - Epoch [150][6200/7492] lr: 1.633e-07, eta: 0:11:15, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6244, top5_acc: 0.8550, loss_cls: 4.8340, loss: 4.8340 2025-08-19 10:15:24,888 - pyskl - INFO - Epoch [150][6300/7492] lr: 1.390e-07, eta: 0:10:23, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6166, top5_acc: 0.8450, loss_cls: 4.8810, loss: 4.8810 2025-08-19 10:16:16,599 - pyskl - INFO - Epoch [150][6400/7492] lr: 1.167e-07, eta: 0:09:30, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6162, top5_acc: 0.8369, loss_cls: 4.8544, loss: 4.8544 2025-08-19 10:17:08,371 - pyskl - INFO - Epoch [150][6500/7492] lr: 9.632e-08, eta: 0:08:38, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6284, top5_acc: 0.8466, loss_cls: 4.7821, loss: 4.7821 2025-08-19 10:17:59,930 - pyskl - INFO - Epoch [150][6600/7492] lr: 7.790e-08, eta: 0:07:46, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6178, top5_acc: 0.8503, loss_cls: 4.8648, loss: 4.8648 2025-08-19 10:18:51,707 - pyskl - INFO - Epoch [150][6700/7492] lr: 6.143e-08, eta: 0:06:53, time: 0.518, data_time: 0.000, memory: 13026, top1_acc: 0.6216, top5_acc: 0.8475, loss_cls: 4.8608, loss: 4.8608 2025-08-19 10:19:43,642 - pyskl - INFO - Epoch [150][6800/7492] lr: 4.691e-08, eta: 0:06:01, time: 0.519, data_time: 0.000, memory: 13026, top1_acc: 0.6341, top5_acc: 0.8444, loss_cls: 4.7699, loss: 4.7699 2025-08-19 10:20:35,337 - pyskl - INFO - Epoch [150][6900/7492] lr: 3.435e-08, eta: 0:05:09, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6384, top5_acc: 0.8559, loss_cls: 4.7687, loss: 4.7687 2025-08-19 10:21:26,938 - pyskl - INFO - Epoch [150][7000/7492] lr: 2.374e-08, eta: 0:04:17, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6069, top5_acc: 0.8453, loss_cls: 4.8904, loss: 4.8904 2025-08-19 10:22:18,533 - pyskl - INFO - Epoch [150][7100/7492] lr: 1.509e-08, eta: 0:03:24, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6319, top5_acc: 0.8500, loss_cls: 4.8152, loss: 4.8152 2025-08-19 10:23:10,163 - pyskl - INFO - Epoch [150][7200/7492] lr: 8.386e-09, eta: 0:02:32, time: 0.516, data_time: 0.000, memory: 13026, top1_acc: 0.6169, top5_acc: 0.8569, loss_cls: 4.8717, loss: 4.8717 2025-08-19 10:24:01,818 - pyskl - INFO - Epoch [150][7300/7492] lr: 3.639e-09, eta: 0:01:40, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6172, top5_acc: 0.8438, loss_cls: 4.7841, loss: 4.7841 2025-08-19 10:24:53,518 - pyskl - INFO - Epoch [150][7400/7492] lr: 8.449e-10, eta: 0:00:48, time: 0.517, data_time: 0.000, memory: 13026, top1_acc: 0.6231, top5_acc: 0.8434, loss_cls: 4.8416, loss: 4.8416 2025-08-19 10:25:41,864 - pyskl - INFO - Saving checkpoint at 150 epochs 2025-08-19 10:26:36,253 - pyskl - INFO - Evaluating top_k_accuracy ... 2025-08-19 10:26:36,994 - pyskl - INFO - top1_acc 0.4521 top5_acc 0.7049 2025-08-19 10:26:36,994 - pyskl - INFO - Evaluating mean_class_accuracy ... 2025-08-19 10:26:37,035 - pyskl - INFO - mean_acc 0.4519 2025-08-19 10:26:37,048 - pyskl - INFO - Epoch(val) [150][617] top1_acc: 0.4521, top5_acc: 0.7049, mean_class_accuracy: 0.4519 2025-08-19 10:26:49,421 - pyskl - INFO - 19743 videos remain after valid thresholding 2025-08-19 10:32:09,536 - pyskl - INFO - Testing results of the last checkpoint 2025-08-19 10:32:09,536 - pyskl - INFO - top1_acc: 0.4675 2025-08-19 10:32:09,536 - pyskl - INFO - top5_acc: 0.7186 2025-08-19 10:32:09,536 - pyskl - INFO - mean_class_accuracy: 0.4673 2025-08-19 10:32:09,537 - pyskl - INFO - load checkpoint from local path: ./work_dirs/k400/jm/best_top1_acc_epoch_148.pth 2025-08-19 10:37:27,981 - pyskl - INFO - Testing results of the best checkpoint 2025-08-19 10:37:27,981 - pyskl - INFO - top1_acc: 0.4658 2025-08-19 10:37:27,981 - pyskl - INFO - top5_acc: 0.7190 2025-08-19 10:37:27,981 - pyskl - INFO - mean_class_accuracy: 0.4656