Higher-level PyTorch APIs: A short introduction to PyTorch Lightning
Deep LearningModelingPyTorchPyTorch Lightningposted by ODSC Community March 7, 2022
In recent years, the PyTorch community developed several different libraries and APIs on top of PyTorch. PyTorch Lightning (Lightning for short) is one of them, and it makes training deep neural networks simpler by removing much of the boilerplate code. However, while Lightning’s focus lies in... Read more
PyTorch Lightning: From Research to Production, Minus the Boilerplate
Blogs from ODSC SpeakersConferencesDeep LearningModelingEast 2021PyTorch Lightningposted by ODSC Team February 23, 2021
The following post introduces PyTorch Lightning, outlines its core design philosophy, and provides inline examples of how this philosophy enables more reproducible and production-capable deep learning code. What is PyTorch Lightning? PyTorch Lighting is a lightweight PyTorch wrapper for high-performance AI research. Simply put, PyTorch Lightning... Read more