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This repository was archived by the owner on Jul 1, 2025. It is now read-only.
This repository was archived by the owner on Jul 1, 2025. It is now read-only.

Request for a more intermediate/advanced template, showing of the real power of Lightning #17

@NumesSanguis

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@NumesSanguis

The current example templates in the project folder are nice, but simpler than most engineering/research projects will be.

Would it be possible to have a template with all batteries included that shows how to properly use:

  • The DataModule introduced in 0.9.0, which you likely want to use if your dataset does not support something like: dataset = MNIST('', train=True, download=True, transform=transforms.ToTensor())
  • The new Metric API introduced in 1.0.0 with self.log()
  • The to_torchscript function. Needing to have access to the code to restore models, can be troublesome if a script change was not git pushed, but still used to train a model. Or library mismatches. TorchScript makes sure that the saved model can be used to reproduce the results, with the added benefit of working in C++.

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