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AMD ROCm™ Optimization Guide

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AMD ROCm™ Optimization Guide 1.0.0 documentation

Release notes

Getting started

Introduction to optimizing AMD GPU performance
Understanding GPU performance
Performance guidelines
Multi-GPU programming

Performance optimization patterns

Introduction to optimization patterns
Optimizing reduction in HIP
Optimizing histogram in HIP
Optimizing GEMM in HIP

Compiler builtins

Introduction to Compiler builtins
Arithmetic and packing builtins for AMD GPUs
Global-to-LDS builtins for AMD GPUs
Wavefront-level builtins for AMD GPUs
MFMA builtins
WMMA builtins

Release notes

.rst

Release notes

Contents

1.0.0

Release notes#

This page tracks releases of the AMD ROCm Optimization Guide.

Version	Release date
1.0.0	October 5, 2026

1.0.0#

Initial release of the AMD ROCm Optimization Guide.

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Introduction to optimizing AMD GPU performance

Contents

1.0.0

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