AMD Instinct Data Center GPU Documentation

AMD Instinct Data Center GPU Documentation#

The AMD Instinct Documentation site provides comprehensive guides and technical documentation for system administrators and technical users deploying AMD Instinct Data Center GPUs in enterprise environments. This site focuses on large-scale deployment, cluster management, monitoring, and operational best practices for both HPC and AI workloads. For API documentation and core software stack details, please visit the ROCm documentation.

Computer Vision

Models and applications

Design, develop, train, finetune, and infer your computer vision models on AMD Instinct GPUs.

Image and video decoding

Decode a wide variety of image and video formats leveraging the speed of AMD Instinct GPUs.

Image processing

Eliminate the image preprocessing bottleneck in your computer vision workloads with AMD Instinct GPUs.

System Administrators

Bare Metal

Instinct GPU Driver

Install and configure the GPU. Learn about logging including error codes.

GPU Partitioning

Learn how to split the compute units and memory to partition a GPU.

AMD SMI

The AMD System Management Interface (AMD SMI) library offers a unified tool for managing and monitoring GPUs, particularly in high-performance computing environments. It provides a user-space interface that allows applications to control GPU operations, monitor performance, and retrieve information about the system’s drivers and GPUs.

ROCmValidationSuite

System validation and diagnosis

MI300X System Acceptance Tests

Test the correct functioning and optimal performance of server systems equipped with AMD Instinct MI300X GPU accelerators.

Kubernetes

GPU Operator

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

Device Plugin

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

Device Metrics Exporter

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

Cluster Management

Omnistat

Profile across the cluster.

Cluster Networking

Optimize the network for Instinct GPU applications

Cloud

Instinct on Azure

Get started with AMD Instinct on Azure

Simulation & Modelling Apps

Ansys Fluent

Ansys Fluent is a computational fluid dynamics (CFD) software that leverages AMD GPU acceleration through ROCm for high-performance simulations. The AMD partnership enables exascale-ready CFD solutions for complex engineering challenges.