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Update app.py
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app.py
CHANGED
@@ -95,13 +95,15 @@ def prod_function(transformer_model, prod_dl, prod_data):
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# Find Embedding of the image to be evaluated
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with torch.no_grad():
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-
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prod_preds = []
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for batch in acclerated_prod_dl:
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with torch.no_grad():
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emb = accelerated_model(
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distance = F.pairwise_distance(emb, emb_prod)
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prod_preds.append(distance)
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# Find Embedding of the image to be evaluated
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with torch.no_grad():
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img_prod = acclerated_prod_data['pixel_values']
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emb_prod = accelerated_model(img_prod)
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prod_preds = []
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for batch in acclerated_prod_dl:
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img = batch['pixel_values']
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with torch.no_grad():
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emb = accelerated_model(img)
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distance = F.pairwise_distance(emb, emb_prod)
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prod_preds.append(distance)
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