Mercurial > ift6266
diff deep/stacked_dae/v_sylvain/nist_sda_retrieve.py @ 387:44094ff28ed1
Ajout d'une option finetune amelioree pour PNIST07
| author | SylvainPL <sylvain.pannetier.lebeuf@umontreal.ca> |
|---|---|
| date | Tue, 27 Apr 2010 08:41:58 -0400 |
| parents | 5c3935aa3f8a |
| children | d76c85ba12d6 |
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--- a/deep/stacked_dae/v_sylvain/nist_sda_retrieve.py Tue Apr 27 08:41:44 2010 -0400 +++ b/deep/stacked_dae/v_sylvain/nist_sda_retrieve.py Tue Apr 27 08:41:58 2010 -0400 @@ -151,7 +151,7 @@ print ('\n\n\tFinetune with PNIST07\n\n') optimizer.reload_parameters(PATH+'params_pretrain.txt') optimizer.finetune(datasets.PNIST07(),datasets.nist_all(),max_finetune_epoch_NIST,ind_test=2,decrease=decrease_lr,dataset_test2=datasets.nist_P07()) - + optimizer.finetune(datasets.nist_all(),datasets.PNIST07(),max_finetune_epoch_NIST,ind_test=31,decrease=decrease_lr,dataset_test2=datasets.nist_P07()) if finetune_choice==-1: print('\nSERIE OF 4 DIFFERENT FINETUNINGS') @@ -180,6 +180,9 @@ sys.stdout.flush() optimizer.reload_parameters(PATH+'params_pretrain.txt') optimizer.finetune(datasets.PNIST07(),datasets.nist_all(),max_finetune_epoch_NIST,ind_test=2,decrease=decrease_lr,dataset_test2=datasets.nist_P07()) + channel.save() + sys.stdout.flush() + optimizer.finetune(datasets.nist_all(),datasets.PNIST07(),max_finetune_epoch_NIST,ind_test=31,decrease=decrease_lr,dataset_test2=datasets.nist_P07()) channel.save()