AMD ROCm documentation

Applies to Linux and Windows

2024-08-15

4 min read time

ROCm is an open-source software platform optimized to extract HPC and AI workload performance from AMD Instinct accelerators and AMD Radeon GPUs while maintaining compatibility with industry software frameworks. For more information, see What is ROCm?

If you’re using Radeon GPUs, consider reviewing Radeon-specific ROCm documentation.

Installation instructions are available from:

• ROCm installation for Linux

• HIP SDK installation for Windows

• Deep learning frameworks installation

• Build ROCm from source

ROCm documentation is organized into the following categories:

• Compatibility matrix

• Linux system requirements

• Windows system requirements

• Third-party support

• User/kernel space

• Docker

• OpenMP

• Precision support

• ROCm on Radeon GPUs

• Using ROCm for AI

• Using ROCm for HPC

• Fine-tuning LLMs and inference optimization

• System optimization

  • AMD Instinct MI300X

  • AMD Instinct MI300A

  • AMD Instinct MI200

  • AMD Instinct MI100

  • AMD Instinct RDNA2

• AMD Instinct MI300X tuning guides

  • System tuning

  • Workload tuning

• System debugging

• GPU-enabled MPI

• Using advanced compiler features

• Setting the number of CUs

• GitHub examples

• GPU architecture

• GPU memory

• File structure (Linux FHS)

• GPU isolation techniques

• Using CMake

• ROCm & PCIe atomics

• Inception v3 with PyTorch

• Inference optimization with MIGraphX

• Libraries

  • Artificial intelligence

  • C++ primitives

  • Communication

  • Math

  • Random number generators

  • HIP runtime

• ROCm tools and compilers

• GPU hardware specifications