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Here's an example of how to refactor your research code into a [LightningModule](https://pytorch-lightning.readthedocs.io/en/latest/lightning-module.html).
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![PT to PL](docs/source/_images/lightning_module/pt_to_pl.png)
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The rest of the code is automated by the [Trainer](https://pytorch-lightning.readthedocs.io/en/latest/trainer.html)!
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![PT to PL](docs/source/_images/lightning_module/pt_trainer.png)
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![PT to PL](https://github.com/PyTorchLightning/pytorch-lightning/blob/master/docs/source/_images/general/fast_2.gif)
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## Testing Rigour
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All the automated code by the Trainer is [tested rigorously with every new PR](https://github.com/PyTorchLightning/pytorch-lightning/tree/master/tests).
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