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Varun Wadhwa
commited on
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app.py
CHANGED
@@ -123,6 +123,11 @@ def evaluate_model(model, dataloader, device):
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# Disable gradient calculations
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with torch.no_grad():
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for batch in dataloader:
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input_ids = batch['input_ids'].to(device)
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attention_mask = batch['attention_mask'].to(device)
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# Disable gradient calculations
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with torch.no_grad():
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for batch in dataloader:
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print("Sample sequence labels:", batch['labels'][0].tolist()[:20])
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print("Corresponding predictions:", torch.argmax(model(batch['input_ids'].to(device),
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attention_mask=batch['attention_mask'].to(device)).logits, dim=-1)[0].tolist()[:20])
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break
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for batch in dataloader:
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input_ids = batch['input_ids'].to(device)
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attention_mask = batch['attention_mask'].to(device)
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