Advanced GPU Assembly Programming: The Complete Technical Guide to NVIDIA, AMD, and Low-Level Optimization (GPU Expert Engineering Series, 2nd Edition)

Advanced GPU Assembly Programming: The Complete Technical Guide to NVIDIA, AMD, and Low-Level Optimization (GPU Expert Engineering Series, 2nd Edition)

  • COMPLETE TECHNICAL REFERENCE: Deep dive into NVIDIA and AMD GPU architectures, parallelism, memory hierarchies, and ISAs.
  • LOW-LEVEL MASTERY: Learn the foundations of GPU assembly programming, execution models, and pipeline optimization.
  • INDUSTRY STANDARD TOOLS: Covers debugging and profiling with NVIDIA Nsight and AMD Radeon GPU Profiler.
  • FOR ENGINEERS & ENTHUSIASTS: Ideal for systems developers, game engine programmers, and researchers seeking foundational knowledge.
  • BONUS GITHUB ACCESS: Includes a repository with source code samples, infographics, and an exercise manual.
Category:

Product Description

Unlock the full potential of modern graphics hardware with ‘Advanced GPU Assembly Programming, Second Edition.’ This comprehensive technical reference is designed for engineers, developers, and enthusiasts who are ready to look beyond high-level APIs and understand the intricate architecture of NVIDIA and AMD GPUs.

Deep Dive into GPU Architecture: Explore the fundamental differences between GPU and CPU designs, focusing on parallelism, complex memory hierarchies, and advanced threading models. You will gain a solid grasp of the Instruction Set Architectures (ISAs) that power the world’s most powerful graphics cards.

Master Low-Level Programming: Move beyond abstractions. This book provides a conceptual framework for low-level GPU programming, covering execution models, pipeline management, and memory access optimization. It is the perfect foundation for those looking to write high-performance code or debug complex kernels.

Tools & Techniques: Learn to leverage industry-standard debugging and profiling tools, including NVIDIA Nsight and AMD Radeon GPU Profiler. This knowledge allows you to analyze, tune, and optimize GPU performance with precision.

Who This Is For:

  • Assembly Enthusiasts: Those eager to understand hardware at the register level.
  • Systems Engineers: Professionals optimizing drivers, game engines, or AI compute kernels.
  • Researchers: Anyone needing a foundational understanding of parallel computing architectures.

Please note: This is an advanced conceptual guide. It provides the architectural framework and tools necessary for mastery, requiring you to apply these principles through your own experimentation.

Burst Books STEM Edition: This edition features AI-crafted content trained on thousands of technical sources, delivering crystal-clear explanations and updated insights at a fraction of the cost of traditional texts.

Bonus Content Included: Access the dedicated GitHub repository for source code samples, detailed infographics, and an exercise manual designed to reinforce your learning journey.

Take the first step towards true GPU mastery. Order your copy today!

Back to top