GP-ENGINE - Migrating AI/ML workflows to Nautilus

This workshop will give researchers a hands-on introduction to leveraging the large distributed computing resources available through the National Research Platform (NRP). Researchers will learn how to migrate a AI/ML workflow from their local computer or Swan to the NRP. By accessing Nautilus, you can gain access to a vast array of cutting-edge GPUs, ideal for facilitating AI research and accelerating your research.

When: January 18th, 1:00 pm to 4:00 pm

Cost: FREE!!!

Learning Objectives:

  • Kubernetes Architecture and Concepts
  • Hands-on with Nautilus HyperCluster
  • Deploying Pods and Jobs in Kubernetes using Nautilus
  • Deploying Scikit Learn ML Jobs to Kubernetes
  • Deploying GPU Jobs to Kubernetes for Training Computer Vision Models
  • Scaling Computer Vision Models on Kubernetes with Job Automation

These sessions will be delivered in an in-person format.

Lights snacks and beverages will be provided at the tutorial.

Attendees will need a computer capable of a web connection as this workshop will feature plenty of hands-on practice. An HCC account is not required.

Schedule:

TBD



Useful links and commands for the workshop:

Please contact us at hcc-support@unl.edu if you have questions or concerns and we will be happy to help!