Distributed Training Workshop

Distributed PyTorch with Kubeflow and Kale

Date: May 26, 2022 04:00 PM in Indian Standard 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:

  • Installing MiniKF
  • 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

Register Now!

Upcoming virtual workshops

Notebooks & Pipelines:
The Kaggle Blue Book for Bulldozers Machine Learning Example

May 25, 2022 09:00 AM Pacific Time (US and Canada)

Distributed Training Workshop
Distributed PyTorch with Kubeflow and Kale

May 26, 2022, 04:00 PM in Indian Standard Time

Notebooks & Pipelines:
Getting Started with the Udacity Dog Breed Classification Computer Vision Example

Jun 8, 2022, 06:00 AM Pacific Time (US and Canada)

From Kubernetes to Kubeflow to MLOps
How Kubernetes and Kubeflow come together

Jun 9, 2022, 09:00 AM Pacific Time (US and Canada)

Advanced Kubeflow Workshop
US time zone friendly

Jun 16, 2022, 9:00 AM in Pacific Time (US and Canada)

Notebooks & Pipelines:
Getting Started with the Kaggle Titanic Disaster Machine Learning Example

Jun 22, 2022, 03:30 AM Pacific Time (US and Canada) / 4:00 PM (Indian Time)

Notebooks & Pipelines:
The Kaggle Covid-19 OpenVaccine Machine Learning Example

Jul 13, 2022, 6:00 AM Pacific Time (US and Canada)

Advanced Kubeflow Workshop
Asia-Pacific time zone friendly

Jul 14, 2022, 4:30 PM in Indian Standard Time

Advanced Kubeflow Workshop
Europe time zone friendly

Jul 28, 2022, 6:00 AM in Pacific Time (US and Canada)