
Why Should I Use PyTorch Lightning?
Jun 7, 2021 · This article explains why PyTorch Lightning is good and how it reduces Deep Learning Boilerplate and increases the readability reproducibility and robustness of your code.
Distributed Deep Learning With PyTorch Lightning (Part 1)
Jun 23, 2021 · What is PyTorch Lightning? PyTorch Lightning makes your PyTorch code hardware agnostic and easy to scale. This means you can run on a single GPU, multiple …
Train anything with Lightning custom Loops | by PyTorch …
Nov 2, 2021 · You can replace, subclass, or wrap any loops within Lightning to customize their inner workings to your needs. This makes it possible to express any type of research with …
Accessible Multi-Billion Parameter Model Training with PyTorch ...
Mar 30, 2021 · What is PyTorch Lightning? PyTorch Lighting is a lightweight PyTorch wrapper for high-performance AI research. PyTorch Lightning provides true flexibility by reducing the …
How to Configure a GPU Cluster to Scale with PyTorch Lightning …
Jul 15, 2021 · In this post, we will learn how to configure a cluster to enable Lighting to scale to multiple GPU machines with a simple, ready-to-run PyTorch Lightning ImageNet example.
Prevent OOM Errors Training Large Models using Lightning and …
Dec 14, 2021 · Built by the PyTorch Lightning creators, let us introduce you to Grid.ai. Our platform enables you to scale your model training without worrying about infrastructure, …
Introducing Ray Lightning: Multi-node PyTorch Lightning training …
Sep 10, 2021 · PyTorch Lightning is a library that provides a high-level interface for PyTorch and helps you organize your code and reduce boilerplate. By abstracting away engineering code, it …
PyTorch Lightning 1.6: Support Intel’s Habana Accelerator, New ...
May 10, 2022 · PyTorch Lightning 1.6 is the work of 99 contributors who have worked on features, bug fixes, and documentation for a total of over 750 commits since 1.5. This is our most active …
Training Transformers at Scale With PyTorch Lightning
Apr 21, 2021 · In this blog post, we’ll show you how to use Lightning Transformers to fine-tune any HuggingFace Transformers model or dataset, using advanced performance features of …
Introducing Multiple ModelCheckpoint Callbacks | by PyTorch …
Dec 2, 2021 · As a result of our growth, PyTorch Lightning aims to be the most accessible, flexible, and stable framework for expediting any kind of deep learning research to production. …