The CUDA Handbook

A Comprehensive Guide to GPU Programming

Nonfiction, Computers, Programming, Parallel Programming, Programming Languages
Cover of the book The CUDA Handbook by Nicholas Wilt, Pearson Education
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Nicholas Wilt ISBN: 9780133261509
Publisher: Pearson Education Publication: June 11, 2013
Imprint: Addison-Wesley Professional Language: English
Author: Nicholas Wilt
ISBN: 9780133261509
Publisher: Pearson Education
Publication: June 11, 2013
Imprint: Addison-Wesley Professional
Language: English

 

The CUDA Handbook begins where CUDA by Example (Addison-Wesley, 2011) leaves off, discussing CUDA hardware and software in greater detail and covering both CUDA 5.0 and Kepler. Every CUDA developer, from the casual to the most sophisticated, will find something here of interest and immediate usefulness. Newer CUDA developers will see how the hardware processes commands and how the driver checks progress; more experienced CUDA developers will appreciate the expert coverage of topics such as the driver API and context migration, as well as the guidance on how best to structure CPU/GPU data interchange and synchronization.

 

The accompanying open source code–more than 25,000 lines of it, freely available at www.cudahandbook.com–is specifically intended to be reused and repurposed by developers.

 

Designed to be both a comprehensive reference and a practical cookbook, the text is divided into the following three parts:

Part I, Overview, gives high-level descriptions of the hardware and software that make CUDA possible.


Part II, Details, provides thorough descriptions of every aspect of CUDA, including

  •  Memory
  • Streams and events
  •  Models of execution, including the dynamic parallelism feature, new with CUDA 5.0 and SM 3.5
  • The streaming multiprocessors, including descriptions of all features through SM 3.5
  • Programming multiple GPUs
  • Texturing

The source code accompanying Part II is presented as reusable microbenchmarks and microdemos, designed to expose specific hardware characteristics or highlight specific use cases.


Part III, Select Applications, details specific families of CUDA applications and key parallel algorithms, including

  •  Streaming workloads
  • Reduction
  • Parallel prefix sum (Scan)
  • N-body
  • Image Processing
These algorithms cover the full range of potential CUDA applications.

 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

 

The CUDA Handbook begins where CUDA by Example (Addison-Wesley, 2011) leaves off, discussing CUDA hardware and software in greater detail and covering both CUDA 5.0 and Kepler. Every CUDA developer, from the casual to the most sophisticated, will find something here of interest and immediate usefulness. Newer CUDA developers will see how the hardware processes commands and how the driver checks progress; more experienced CUDA developers will appreciate the expert coverage of topics such as the driver API and context migration, as well as the guidance on how best to structure CPU/GPU data interchange and synchronization.

 

The accompanying open source code–more than 25,000 lines of it, freely available at www.cudahandbook.com–is specifically intended to be reused and repurposed by developers.

 

Designed to be both a comprehensive reference and a practical cookbook, the text is divided into the following three parts:

Part I, Overview, gives high-level descriptions of the hardware and software that make CUDA possible.


Part II, Details, provides thorough descriptions of every aspect of CUDA, including

The source code accompanying Part II is presented as reusable microbenchmarks and microdemos, designed to expose specific hardware characteristics or highlight specific use cases.


Part III, Select Applications, details specific families of CUDA applications and key parallel algorithms, including

These algorithms cover the full range of potential CUDA applications.

 

More books from Pearson Education

Cover of the book Surviving the Top Ten Challenges of Software Testing by Nicholas Wilt
Cover of the book Investing Against the Tide by Nicholas Wilt
Cover of the book Performing Information Governance by Nicholas Wilt
Cover of the book The Truth About Confident Presenting by Nicholas Wilt
Cover of the book The Lean Mindset by Nicholas Wilt
Cover of the book The Ultimate Web Marketing Guide by Nicholas Wilt
Cover of the book FT Guide to Business Coaching by Nicholas Wilt
Cover of the book Creating Visual Experiences with Flex 3.0 by Nicholas Wilt
Cover of the book When You and Your Customers Make the Products Together by Nicholas Wilt
Cover of the book Connecting Top Managers by Nicholas Wilt
Cover of the book Tips from a Pro by Nicholas Wilt
Cover of the book WPF Control Development Unleashed by Nicholas Wilt
Cover of the book The Rules of Love by Nicholas Wilt
Cover of the book Presentation Now by Nicholas Wilt
Cover of the book Mastering the Leadership Role in Project Management by Nicholas Wilt
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy