ML/DL on HPC Systems

In previous units, we gained hands-on experience preparing data, and building, training, and testing ML and DL models. In this unit, we will learn how to containerize those models, share them with others, and run them at scale on HPC. We will also learn how to find and use existing machine learning models from the web.

• Introduction to Containers
• Building and Sharing Containers
• Running Containers on HPC Systems
• Finding and Running Models

Note

It is highly recommended to create a Docker Hub account and GitHub account for this unit.