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Scaling PyTorch Lighning on Databricks

This is the source code for the Databricks article on how to scale PyTorch lightning.

It covers:

  • Usage of Petastorm
  • Usage of Horovod

Scaling from single to multi-gpu.

The order to review the notebooks are:

  • Exploring the flowers dataset
  • Building the PyTorch Lightning Modules
  • Main Execution Notebook

Associated blog article is :