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Update pre_model_extractor.py #59

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2 changes: 2 additions & 0 deletions module/pre_model_extractor.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,9 +11,11 @@ class model_extractor(nn.Module):
- fix_weights (bool): If True, freeze the weights of the extracted layers to prevent training.
"""
def __init__(self, arch, num_layers, fix_weights):
# Initialize the model_extractor class and its parent class nn.Module
super(model_extractor, self).__init__()
# Load the specified pretrained model
if arch.startswith('alexnet') :
# If the architecture is 'alexnet', load the AlexNet pretrained model
original_model = pre_models.alexnet(pretrained=True)
elif arch.startswith('resnet') :
original_model = pre_models.resnet18(pretrained=True)
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