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change weight initialization proc of xception #220

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change weight initialization proc of xception #220

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10 changes: 5 additions & 5 deletions pretrainedmodels/models/xception.py
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Original file line number Diff line number Diff line change
Expand Up @@ -217,12 +217,12 @@ def xception(num_classes=1000, pretrained='imagenet'):
model = Xception(num_classes=num_classes)
if pretrained:
settings = pretrained_settings['xception'][pretrained]
assert num_classes == settings['num_classes'], \
"num_classes should be {}, but is {}".format(settings['num_classes'], num_classes)

model = Xception(num_classes=num_classes)
model = Xception(num_classes=settings['num_classes'])
model.load_state_dict(model_zoo.load_url(settings['url']))

in_features = model.fc.in_features
del model.fc
model.fc = nn.Linear(in_features, num_classes)

model.input_space = settings['input_space']
model.input_size = settings['input_size']
model.input_range = settings['input_range']
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