yeandy commented on code in PR #21810:
URL: https://github.com/apache/beam/pull/21810#discussion_r896925697
##########
sdks/python/apache_beam/ml/inference/pytorch_inference.py:
##########
@@ -67,67 +84,114 @@ def __init__(
def load_model(self) -> torch.nn.Module:
"""Loads and initializes a Pytorch model for processing."""
- model = self._model_class(**self._model_params)
- model.to(self._device)
- file = FileSystems.open(self._state_dict_path, 'rb')
- model.load_state_dict(torch.load(file))
- model.eval()
- return model
-
- def _convert_to_device(self, examples: torch.Tensor) -> torch.Tensor:
+ return _load_model(
+ self._model_class,
+ self._state_dict_path,
+ self._device,
+ **self._model_params)
Review Comment:
are you referring to something like this?
https://github.com/apache/beam/pull/21806
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