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PyTorch Lightning is a very lightweight wrapper on PyTorch which is more like a coding standard than a framework. If you refactor your PyTorch code into the Lightning format you get the bells and whistles of top research teams without all the work. The format allows you to get rid of a ton of boilerplate code and makes it highly reproducible.

https://medium.com/@_willfalcon/how-to-refactor-your-pytorch-code-to-get-these-42-benefits-of-pytorch-lighting-6fdd0dc97538