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

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NumesSanguis opened this issue Oct 9, 2020 · 0 comments
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enhancement New feature or request

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@NumesSanguis
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NumesSanguis commented Oct 9, 2020

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++.
@Borda Borda added the enhancement New feature or request label Apr 5, 2021
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