Master PyTorch Lightning

Zero-to-Hero: PyTorch Lightning. A learning path for PyTorch Lightning to efficiently train large models
Published

November 2, 2023

Keywords

pytorch, lightning

Zero-to-Hero: Master PyTorch Lightning

Learn PyTorch
Learn writing training loop
Learn PyTorch Lightning
Learn learning rate finder
Learn callbacks
Learn loggers
Learn mixed precision
Learn distributed training

Prerequisites

Before we start, make sure you have the following prerequisites:

  • Python: Ensure you have Python installed on your system.
  • PyTorch: Install PyTorch as specified on the official PyTorch website.
  • PyTorch Lightning: Install PyTorch Lightning using pip:
pip install pytorch-lightning
  • GPU (optional): While not mandatory, using a GPU can significantly speed up training, especially for larger models and datasets.

THIS BLOG IS STILL IN PROGRESS.