Distributed Training Workshop

Distributed PyTorch with Kubeflow and Kale

Date: Oct 5, 2022 06:00 AM in Pacific Time
Kubeflow familiarity: Beginner to Intermediate

This workshop is for people that have some familiarity with Kubeflow and want to understand more about how to use distributed training for your models. In this 45 minute workshop, we will be using MiniKF to cover the following topics:

We’ll cover the following topics:

  • Getting Started with Kubeflow as a Service
  • Understanding the Capabilities of Kale
  • Review of Distributed Training
  • Decorating Python Code with Kale
  • Deploying a PyTorch Distributed Training Job
  • Monitoring the Training Process
  • Setting Up Inference Serving
  • Cleaning Up Resources

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