PyTorch Lightning

Programming library From Wikipedia, the free encyclopedia

PyTorch Lightning is an open-source Python library that provides a high-level interface for PyTorch, a popular deep learning framework.[1] It is a lightweight and high-performance framework that organizes PyTorch code to decouple research from engineering, thus making deep learning experiments easier to read and reproduce. It is designed to create scalable deep learning models that can easily run on distributed hardware while keeping the models hardware agnostic.

Original authorWilliam Falcon
DeveloperVarious
Initial releaseMay 31, 2019; 6 years ago (2019-05-31)
Quick facts Original author, Developer ...
PyTorch Lightning
Original authorWilliam Falcon
DeveloperVarious
Initial releaseMay 31, 2019; 6 years ago (2019-05-31)
PlatformCross-platform
LicenseApache License 2.0
Websitelightning.ai
Repositorygithub.com/Lightning-AI/pytorch-lightning
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In 2019, Lightning was adopted by the NeurIPS Reproducibility Challenge as a standard for submitting PyTorch code to the conference.[2]

In 2022, the PyTorch Lightning library officially became a part of the Lightning framework, an open-source framework managed by the original creators of PyTorch Lightning.

References

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