kubeflow-pipelines

Using Katib with Kubeflow Pipelines

The following examples show how to use Katib with Kubeflow Pipelines.

You can find the Katib Component source code for the Kubeflow Pipelines here.

Prerequisites

You have to install the following Python SDK to run these examples:

• kfp >= 1.8.12
• kubeflow-katib >= 0.13.0

Multi-User Pipelines Setup

The Notebooks examples run Pipelines in multi-user mode and your Kubeflow Notebook must have the appropriate PodDefault with the pipelines.kubeflow.org audience.

Please follow this guide to give an access Kubeflow Notebook to run Kubeflow Pipelines.

List of Examples

The following Pipelines are deployed from Kubeflow Notebook:

• Kubeflow E2E MNIST

• Katib Experiment with Early Stopping

The following Pipelines have to be compiled and uploaded to the Kubeflow Pipelines UI:

• MPIJob Horovod