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# Amazon EKS cluster configuration for AI/ML workloads
<a name="ml-cluster-configuration"></a>

This section is designed to help you configure Amazon EKS clusters optimized for AI/ML workloads. You’ll find guidance on running GPU-accelerated containers using Linux and Windows optimized AMIs, setting up training clusters with Elastic Fabric Adapter (EFA) for high-performance networking, and creating inference clusters with Amazon Inferentia instances, including prerequisites, step-by-step procedures, and deployment considerations.

**Topics**
+ [Use EKS-optimized accelerated AMIs for GPU instances](ml-eks-optimized-ami.md)
+ [Run GPU-accelerated containers (Windows on EC2 G-Series)](ml-eks-windows-optimized-ami.md)
+ [Run machine learning training on Amazon EKS with Elastic Fabric Adapter](node-efa.md)
+ [Use Amazon Inferentia instances with Amazon EKS for Machine Learning](inferentia-support.md)