PyTorch Lightning: Difference between revisions

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{{Short description|Programming library}}

{{Infobox software

| name = PyTorch Lightning

| logo = [[File:PyTorch Lightning Logo v2.png|400px|Image: 400 pixels]]

| author = William Falcon

| developer = variousVarious

| released = {{Start date and = age|2019-|05-|31}}

| repo = {{URL|https://github.com/PyTorchLightningLightning-AI/pytorch-lightning}}

| platform = [[Cross-platform]]

| license = [[Apache License]] 2.0]]

| website = {{URL|https://www.pytorchlightninglightning.ai/}}

}}

'''PyTorch Lightning''' is an open-source [[Python (programming language)|Python]] library that provides a high-level interface for [[PyTorch]], a popular [[deep learning]] framework. <ref>{{Cite web|url=https://github.com/PyTorchLightning/pytorch-lightning|title=GitHub - PyTorch Lightning|last=|first=|date=2019-12-01|website=|url-status=live[[GitHub]]|archive-url=|archive-date=|access-date=}}</ref> It is a lightweight and high-performance framework that organizes PyTorch code to decouple the research from the 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 (data)|agnostic]]. PyTorch Lightning provides the ultimate flexibility for any type of research, and reduces the engineering boilerplate required to implement state-of-the-art AI features.

In 2019, Lightning was adopted by the [[Conference on Neural Information Processing Systems|NeurIPS]] Reproducibility Challenge as a standard for submitting PyTorch code to the conference. <ref>{{Cite web|url=https://reproducibility-challenge.github.io/neurips2019/resources/|title=Reproducibility Challenge @NeurIPS 2019|last=|first=|date=2019-12-01|website=NeurIPS|url-status=live|archive-url=|archive-date=|access-date=2019-12-01}}</ref>

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 ==

<references />

== External links ==

* {{Official website|https://lightning.ai/}}

* {{GitHub|Lightning-AI/pytorch-lightning}}

[[Category:Python (programming language) scientific libraries]]

[[Category:Software using the Apache license]]

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[[Category:Python (programming language) libraries]]