Managing SageMaker HyperPod clusters orchestrated by Amazon EKS

This section provides guidance on managing SageMaker HyperPod through the SageMaker AI console UI or the AWS Command Line Interface (CLI). It explains how to perform various tasks related to SageMaker HyperPod, whether you prefer a visual interface or working with commands.

Topics

Getting started with Amazon EKS support in SageMaker HyperPod
Installing packages on the Amazon EKS cluster using Helm
Setting up Kubernetes role-based access control
Custom Amazon Machine Images (AMIs) for SageMaker HyperPod clusters
Managing SageMaker HyperPod EKS clusters using the SageMaker console
Creating SageMaker HyperPod clusters using CloudFormation templates
Managing SageMaker HyperPod EKS clusters using the AWS CLI
HyperPod managed tiered checkpointing
SageMaker HyperPod task governance
Usage reporting for cost attribution in SageMaker HyperPod
Configuring storage for SageMaker HyperPod clusters orchestrated by Amazon EKS
Using the Amazon EBS CSI driver on SageMaker HyperPod EKS clusters
Configuring custom Kubernetes labels and taints in Amazon SageMaker HyperPod

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Document Conventions

Amazon EKS orchestration

Getting started