AMD ROCm™ Documentation

Applies to Linux and Windows

2023-05-29

4 min read time

What is ROCm?

ROCm is an open-source stack for GPU computation. ROCm is primarily Open-Source Software (OSS) that allows developers the freedom to customize and tailor their GPU software for their own needs while collaborating with a community of other developers, and helping each other find solutions in an agile, flexible, rapid and secure manner. more…

Deploy ROCm

• Deploy ROCm on Linux

• Deploy ROCm Docker containers

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