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{'session': 'voc12_eps', 'data_root': '/dataset/PascalVOC/VOCdevkit/VOC2012//JPEGImages', 'dataset': 'voc12', 'saliency_root': '/dataset/PascalVOC/VOCdevkit/VOC2012/SALImages/SALImages_pyramid', 'train_list': 'metadata/voc12/train_aug.txt', 'save_root': '/log', 'batch_size': 8, 'crop_size': 448, 'resize_size': (256, 512), 'network': 'network.resnet38_eps', 'weights': 'pretrained/ilsvrc-cls_rna-a1_cls1000_ep-0001.params', 'lr': 0.01, 'num_workers': 8, 'wt_dec': 0.0005, 'max_iters': 20000, 'tau': 0.4, 'lam': 0.5, 'num_classes': 20, 'network_type': 'eps', 'log_folder': '/log/voc12_eps'}
Session started: Sat Aug 28 14:43:27 2021
Iter: 0/20000 Loss_Cls:0.8649 Loss_Sal:0.2084 Rem:1 day, 5:47:32 lr: 0.0100
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Iter:18750/20000 Loss_Cls:0.0529 Loss_Sal:0.0323 Rem:0:13:44 lr: 0.0008
Iter:18800/20000 Loss_Cls:0.0509 Loss_Sal:0.0351 Rem:0:13:11 lr: 0.0008
Iter:18850/20000 Loss_Cls:0.0537 Loss_Sal:0.0319 Rem:0:12:38 lr: 0.0008
Iter:18900/20000 Loss_Cls:0.0530 Loss_Sal:0.0352 Rem:0:12:05 lr: 0.0007
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Iter:19000/20000 Loss_Cls:0.0463 Loss_Sal:0.0358 Rem:0:10:59 lr: 0.0007
Iter:19050/20000 Loss_Cls:0.0492 Loss_Sal:0.0354 Rem:0:10:26 lr: 0.0006
Iter:19100/20000 Loss_Cls:0.0553 Loss_Sal:0.0369 Rem:0:09:53 lr: 0.0006
Iter:19150/20000 Loss_Cls:0.0496 Loss_Sal:0.0349 Rem:0:09:20 lr: 0.0006
Iter:19200/20000 Loss_Cls:0.0594 Loss_Sal:0.0390 Rem:0:08:47 lr: 0.0006
Iter:19250/20000 Loss_Cls:0.0525 Loss_Sal:0.0366 Rem:0:08:14 lr: 0.0005
Iter:19300/20000 Loss_Cls:0.0506 Loss_Sal:0.0348 Rem:0:07:41 lr: 0.0005
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Iter:19400/20000 Loss_Cls:0.0534 Loss_Sal:0.0338 Rem:0:06:35 lr: 0.0004
Iter:19450/20000 Loss_Cls:0.0458 Loss_Sal:0.0343 Rem:0:06:02 lr: 0.0004
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Iter:19550/20000 Loss_Cls:0.0595 Loss_Sal:0.0354 Rem:0:04:56 lr: 0.0003
Iter:19600/20000 Loss_Cls:0.0496 Loss_Sal:0.0331 Rem:0:04:23 lr: 0.0003
Iter:19650/20000 Loss_Cls:0.0513 Loss_Sal:0.0337 Rem:0:03:50 lr: 0.0003
Iter:19700/20000 Loss_Cls:0.0516 Loss_Sal:0.0368 Rem:0:03:17 lr: 0.0002
Iter:19750/20000 Loss_Cls:0.0540 Loss_Sal:0.0344 Rem:0:02:44 lr: 0.0002
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Iter:19950/20000 Loss_Cls:0.0512 Loss_Sal:0.0328 Rem:0:00:32 lr: 0.0000