PyTorch Lightning: Difference between revisions

Revision as of 15:19, 8 September 2021

Revision as of 15:32, 8 September 2021

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{{Infobox software

| name = PyTorch Lightning

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

| author = William Falcon

| developer = various

| released = 2019-05-31

| repo = https://github.com/PyTorchLightning/pytorch-lightning

| platform = [[Cross-platform]]

| license = [[Apache 2.0]]

| website = https://www.pytorchlightning.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|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, 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.