riteshghorse commented on code in PR #27989:
URL: https://github.com/apache/beam/pull/27989#discussion_r1304406827
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sdks/python/apache_beam/ml/inference/huggingface_inference.py:
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@@ -289,6 +289,8 @@ def load_model(self):
if self._framework == 'pt':
if self._device == "GPU" and is_gpu_available_torch:
model.to(torch.device("cuda"))
+ if callable(getattr(model, 'requires_grad_', None)):
+ model.requires_grad_(False)
Review Comment:
```suggestion
if callable(getattr(model, 'requires_grad_', None)):
model.requires_grad_(False)
```
Since this is pytorch specific operation, we could put this inside the block
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