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Merge pull request #92 from yweweler/yweweler-fix-model-dict-restore 

Fix NameError: name 'model_dict' is not defined
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Eren Golge 2018-12-31 15:43:29 +01:00 committed by GitHub
parent e78911bf88 10524b885c
commit 2634abbbd5
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1 changed files with 16 additions and 13 deletions
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train.py
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@ -400,17 +400,20 @@ def main(args):
if args.restore_path:
checkpoint = torch.load(args.restore_path)
model.load_state_dict(checkpoint['model'])
# Partial initialization: if there is a mismatch with new and old layer, it is skipped.
# 1. filter out unnecessary keys
pretrained_dict = {
k: v
for k, v in checkpoint['model'].items() if k in model_dict
}
# 2. overwrite entries in the existing state dict
model_dict.update(pretrained_dict)
# 3. load the new state dict
model.load_state_dict(model_dict)
try:
model.load_state_dict(checkpoint['model'])
except:
model_dict = model.state_dict()
# Partial initialization: if there is a mismatch with new and old layer, it is skipped.
# 1. filter out unnecessary keys
pretrained_dict = {
k: v
for k, v in checkpoint['model'].items() if k in model_dict
}
# 2. overwrite entries in the existing state dict
model_dict.update(pretrained_dict)
# 3. load the new state dict
model.load_state_dict(model_dict)
if use_cuda:
model = model.cuda()
criterion.cuda()