AMD ROCm

ROCm is AMD’s open-source GPGPU computing platform: an end‑to‑end ecosystem of compilers, runtimes, and libraries for AI, HPC, and domain‑specific workloads. It is open source, cross‑platform (Linux and Windows), and optimized for AMD Instinct™, AMD Radeon™, and AMD Ryzen™ AI devices.

Core SDK

The foundational libraries, runtimes, and tools for GPU computing on AMD hardware — math and compute libraries, communication primitives, HIP runtime, profiling and debugging tools, and more.

• Install the ROCm Core SDK

• ROCm 7.14.0 compatibility

Go to Core SDK docs

AI Ecosystem

Full-stack documentation and recipes to deploy AI workloads on AMD GPUs using popular ROCm-enabled frameworks.

• Deep learning frameworks

  • PyTorch

  • JAX

• Inference

  • vLLM

  • SGLang

Go to AI Ecosystem docs

GPU Systems and Infrastructure

Deployment and operations guidance for AMD Instinct GPUs at scale, including AMD GPU Driver installation, cluster management, GPU partitioning, monitoring, virtualization, cloud deployments, and containers.

• AMD GPU Driver (amdgpu)

• Network Operator (Kubernetes)

Go to GPU Systems docs

Toolkits

Open-source collections of ROCm-accelerated libraries for building high-performance domain-specific applications.

• ROCm Data Science

• ROCm Finance

• ROCm Life Science

• ROCm LLMExt

• ROCm Simulation