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Ajout option Weight decay / Nesterov sur inner opt

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Harle, Antoine (Contracteur) 2020-02-10 16:32:59 -05:00
parent 65e67addf6
commit 383f63c7b8
3 changed files with 26 additions and 12 deletions
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6
higher/smart_aug/dataug.py
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@ -972,7 +972,11 @@ class Augmented_model(nn.Module):
self._opt_param=opt_param
#Inner Opt
inner_opt = torch.optim.SGD(self._mods['model']['original'].parameters(), lr=opt_param['Inner']['lr'], momentum=opt_param['Inner']['momentum']) #lr=1e-2 / momentum=0.9
inner_opt = torch.optim.SGD(self._mods['model']['original'].parameters(),
lr=opt_param['Inner']['lr'],
momentum=opt_param['Inner']['momentum'],
weight_decay=opt_param['Inner']['decay'],
nesterov=opt_param['Inner']['nesterov']) #lr=1e-2 / momentum=0.9
#Validation data
self._dl_val=dl_val