AMD Resource Manager & AMD AI Workbench Documentation

Welcome to the documentation for AMD Resource Manager & AMD AI Workbench. Enterprises striving to scale AI often encounter roadblocks that increase costs, slow innovation, and limit impact. AMD Enterprise AI platform is built to overcome these challenges and unlock the full potential of AI across the enterprise. In the documentation we will refer to the AMD Resource Manager & AMD AI Workbench as either AMD Enterprise AI platform or simply platform.

This is your comprehensive handbook designed to help infrastructure administrators, AI practitioners, and AI resource managers successfully deploy, manage, and run AI workloads on AMD compute. The guide provides step-by-step instructions for installing and configuring the necessary software, as well as practical tutorials and use cases to help you run AI workloads efficiently on a scalable Kubernetes platform.

Introduction

• Platform Overview

• Quick Start Guide

• Target Audience

Infrastructure and Platform Installation

• Install On-premises Environment

• Single Sign-on

AMD AI Workbench

• AI Development Overview

• Deploy Model and Run Inference

• Model Fine-tuning

• Access Models

AMD Resource Manager

• AMD Resource Manager Overview

• Getting Started

• Managing Clusters

• Managing Users