AMD ROCm™ Documentation

Applies to Linux and Windows

2023-10-13

4 min read time

What is ROCm?

ROCm is an open-source stack, composed primarily of open-source software (OSS), designed for graphics processing unit (GPU) computation. ROCm consists of a collection of drivers, development tools, and APIs that enable GPU programming from low-level kernel to end-user applications. more…

Deploy ROCm

• Deploy ROCm on Linux

• Deploy ROCm Docker containers

• Deploy ROCm using Radeon

Release Info

• Release Notes

• GPU and OS Support

• Known Issues

• Compatibility

• Licensing

APIs and Reference

• Compilers and Development Tools

• HIP

• OpenMP

• Math Libraries

• C++ Primitives Libraries

• Communication Libraries

• AI Libraries

• Computer Vision

• Management Tools

• Validation Tools

Understand ROCm

• Compiler Disambiguation

• Using CMake

• Linux Folder Structure Reorganization

• GPU Isolation Techniques

• GPU Architecture

How to Guides

• System Tuning for Various Architectures

• GPU Aware MPI

• Setting up for Deep Learning with ROCm

  • Magma Installation

  • PyTorch Installation

  • TensorFlow Installation

• System Level Debugging

Tutorials & Examples

• Examples

• ML, DL, and AI

  • Inception V3 with PyTorch

  • Inference Optimization with MIGraphX