AMD Instinct Data Center GPU Documentation

AMD Instinct Data Center GPU Documentation#

Welcome to the documentation site for AMD Instinct Data Center GPUs. Targeted for system administrators and power users, this site provides comprehensive technical documentation, guides, and best practices for deploying and managing AMD Instinct Data Center GPUs. Content for GPU software development and applications are located at ROCm documentation.

System deployment and configuration#

Cluster Networking

Optimize the network for Instinct GPU applications

Kubernetes#

AMD Kubernetes Device Plugin

Kubernetes (k8s) device plugin to enable registration of AMD GPU to a container cluster

AMD GPU Operator

The AMD GPU Operator simplifies the deployment and management of AMD Instinct GPU accelerators within Kubernetes clusters.

Telemetry#

AMD Device Metrics Exporter

AMD Device Metrics Exporter enables Prometheus-format metrics collection for AMD GPUs in HPC and AI environments.