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Update build_backbone.py #34

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3 changes: 2 additions & 1 deletion models/backbones/build_backbone.py
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Expand Up @@ -26,7 +26,8 @@ def build_backbone(bb_name, pretrained=True, params_settings=''):
return bb

def load_weights(model, model_name):
save_model = torch.load(config.weights[model_name])
device = torch.device("mps" if torch.backends.mps.is_available() else "cuda" if torch.cuda.is_available() else "cpu")
save_model = torch.load(config.weights[model_name], map_location=device)
model_dict = model.state_dict()
state_dict = {k: v if v.size() == model_dict[k].size() else model_dict[k] for k, v in save_model.items() if k in model_dict.keys()}
# to ignore the weights with mismatched size when I modify the backbone itself.
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