kelu01 commited on
Commit
176fcac
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verified ·
1 Parent(s): d5069ca

Update pipe.py

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Files changed (1) hide show
  1. pipe.py +9 -9
pipe.py CHANGED
@@ -92,15 +92,15 @@ class SmilesDiffusionPipe(Pipeline):
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  mask_token = voc.vocab["[MASK]"]
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  total_tokens = sequences.size(1)
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- original_num_masked = (sequences == mask_token).sum().item()
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- print(f"Original number of masked tokens: {original_num_masked}")
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-
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- if total_tokens == 0:
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- raise ValueError("Encoded SMILES has no tokens.")
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- if original_num_masked == 0:
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- print("No masked tokens found. Returning original SMILES.")
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- input_ids = input_ids[1:-1]
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- return self.decode(input_ids)
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  encoded = self.encode(self.tokenize(masked_smi))
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  encoded_tensor = torch.tensor(encoded, dtype=torch.long).unsqueeze(0).to(device)
 
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  mask_token = voc.vocab["[MASK]"]
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  total_tokens = sequences.size(1)
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+ original_num_masked = (sequences == mask_token).sum().item()
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+ print(f"Original number of masked tokens: {original_num_masked}")
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+
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+ if total_tokens == 0:
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+ raise ValueError("Encoded SMILES has no tokens.")
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+ if original_num_masked == 0:
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+ print("No masked tokens found. Returning original SMILES.")
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+ input_ids = input_ids[1:-1]
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+ return self.decode(input_ids)
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  encoded = self.encode(self.tokenize(masked_smi))
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  encoded_tensor = torch.tensor(encoded, dtype=torch.long).unsqueeze(0).to(device)