Developer Guides

Looking for knowledge beyond our software?

Explore our continually-growing library of technical blogs, written by AMD engineers and guest game developers. Benefit from their valuable experience covering general development techniques, developing with AMD hardware, ray tracing, HPC, ML, Vulkan®, DirectX®, Unreal Engine®, and lots more. 

Some of our recent popular blogs

Getting Started

Find out what you need to get started with Work Graphs for DirectX 12, including the software required, configuration, compiling, and more.

Preface to the CPU performance optimization guide

This article starts a series of posts about CPU performance analysis and optimization methods.

Meshlet compression

We show how to diminish the memory footprint of meshlet geometry, thus both the index buffer and the vertex attributes. Decompression then happens on the fly on every frame in the mesh shader.

Introducing AMD lab notes – new programming tutorials for HPC and ML

In this blog series, we share the lessons learned from tuning a wide range of scientific applications, libraries, and frameworks for AMD GPUs.

Make sure you don’t miss out on some of our perennially popular blogs too!

Decoding Radeon™ Vulkan® versions

A guide to using our machine-readable mapping that you can integrate into your software for decoding Radeon™ Vulkan® versions.

Understanding GPU context rolls

Learn what a context roll on our GPUs is, how they apply to the pipeline and how they're managed, and what you can do to analyse them and find out if they're a limiting factor in the performance of your game or application.

Optimizing GPU occupancy and resource usage with large thread groups

Sebastian Aaltonen, co-founder of Second Order Ltd, talks about how to optimize GPU occupancy and resource usage of compute shaders that use large thread groups.

Using the Vulkan® Validation Layers

Vulkan validation layers make it easier to catch any mistakes, provide useful information beyond basic errors and minimize portability issues.

Don’t forget – you can find blog posts related specifically to our tools, SDKs, and effects in our software blogs. 

Browse through all our technical blogs in one place

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	Post-mortem GPU crash debugging with LLMs The new AMD RGD MCP Server connects LLM agents to AMD's GPU crash analysis pipeline, turning a single prompt into root-cause analysis and source-code fix suggestions.
	WMMA guide for AMD RDNA 4 architecture GPUs - part 3 Learn how to implement fast in-register matrix transpose on AMD RDNA™ 4 architecture GPUs with a WMMA-based identity trick, delivering a lightweight, memory-free alternative proven in Llama.cpp.
	WMMA guide for AMD RDNA 4 architecture GPUs - part 2 Achieve peak AMD RDNA™ 4 architecture memory bandwidth for low-precision GEMM by fusing WMMA to double the K dimension, enabling 128-bit loads for FP8/INT8, and matching hipBLAS results bit-for-bit.
	WMMA guide for AMD RDNA 4 architecture GPUs - part 1 Practical guide to fusing GEMMs on AMD RDNA™ 4 architecture, covering WMMA layout, a transpose-by-swapping A/B technique, HIP sample code, and hipBLAS-verified results used in Llama.cpp.
	Announcing AMD Schola v2.1: state trees, scale, and a richer training stack AMD Schola v2.1 deepens Unreal Engine integration, adding StateTree support, Kubernetes-oriented distributed training, stronger Minari workflows, and much more to streamline training and inference at scale.

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Getting started: Our software

New or fairly new to AMD's tools, libraries, and effects? This is the best place to get started on GPUOpen!

Getting started: Development and performance

Looking for tips on getting started with developing and/or optimizing your game, whether on AMD hardware or generally? We've got you covered!

Software release blogs

Our handy software release blogs will help you make good use of our tools, SDKs, and effects, as well as sharing the latest features with new releases.

Samples Library

Browse all our useful samples. Perfect for when you're needing to get started, want to integrate one of our libraries, and much more.

Presentations and manuals

Don't miss our manual documentation! And if slide decks are what you're after, you'll find 100+ of our finest presentations here.

Publications

Discover our published publications.

Videos

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AMD GPU architecture programming documentation

A repository of AMD Instruction Set Architecture (ISA) and Micro Engine Scheduler (MES) firmware documentation