Sentence Transformers T5 GPU issue #50
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antas-marcin
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trengrj
approved these changes
Mar 2, 2023
antas-marcin
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Mar 2, 2023
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| if self.cuda: | ||
| labels = torch.tensor(labels).to(self.cuda_core) | ||
| else: | ||
| labels = torch.tensor(labels) |
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I'm thinking of refactoring this code into this, would this still work?
labels = torch.tensor(labels)
if self.cuda:
labels = labels.to(self.cuda_core)
antas-marcin
commented
Mar 2, 2023
Comment on lines
+138
to
+145
| if self.cuda: | ||
| sum_embeddings = torch.sum(embeddings * input_mask_expanded, 1).to(self.cuda_core) | ||
| sum_mask = torch.clamp(input_mask_expanded.sum(1), min=1e-9).to(self.cuda_core) | ||
| return sum_embeddings, sum_mask | ||
| else: | ||
| sum_embeddings = torch.sum(embeddings * input_mask_expanded, 1) | ||
| sum_mask = torch.clamp(input_mask_expanded.sum(1), min=1e-9) | ||
| return sum_embeddings, sum_mask |
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and this portion of code I'm thinking of refactoring to:
sum_embeddings = torch.sum(embeddings * input_mask_expanded, 1)
if self.cuda:
sum_embeddings = sum_embeddings.to(self.cuda_core)
sum_mask = torch.clamp(input_mask_expanded.sum(1), min=1e-9)
if self.cuda:
sum_mask = sum_mask.to(self.cuda_core)
return sum_embeddings, sum_mask
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