内容简介

"This book is required reading for anyone working with accelerator-based computing systems." --From the Foreword by Jack Dongarra, University of Tennessee and Oak Ridge National Laboratory CUDA is a computing architecture designed to facilitate the development of parallel programs. In conjunction with a comprehensive software platform, the CUDA Architecture enables programmers to draw on the immense power of graphics processing units (GPUs) when building high-performance applications. GPUs, of course, have long been available for demanding graphics and game applications. CUDA now brings this valuable resource to programmers working on applications in other domains, including science, engineering, and finance. No knowledge of graphics programming is required--just the ability to program in a modestly extended version of C. CUDA by Example, written by two senior members of the CUDA software platform team, shows programmers how to employ this new technology. The authors introduce each area of CUDA development through working examples. After a concise introduction to the CUDA platform and architecture, as well as a quick-start guide to CUDA C, the book details the techniques and trade-offs associated with each key CUDA feature. You'll discover when to use each CUDA C extension and how to write CUDA software that delivers truly outstanding performance. Major topics covered include *Parallel programming*Thread cooperation*Constant memory and events*Texture memory*Graphics interoperability*Atomics*Streams*CUDA C on multiple GPUs*Advanced atomics*Additional CUDA resources All the CUDA software tools you'll need are freely available for download from NVIDIA. http://developer.nvidia.com/object/cuda-by-example.html


Jason Sanders是NVIDIA公司CUDA平台小组的高级软件工程师。他在NVIDIA的工作包括帮助开发早期的CUDA系统软件,并参与OpenCL 1.0规范的制定,该规范是一个用于异构计算的行业标准。Jason在加州大学伯克利分校获得计算机科学硕士学位,他发表了关于GPU计算的研究论文。此外,他还获得了普林斯顿大学电子工程专业学士学位。在加入NVIDIA公司之前,他曾在ATI技术公司、Apple公司以及Novell公司工作过。

Edward Kandrot是NVIDIA公司CUDA算法小组的高级软件工程师。他在代码优化和提升性能等方面拥有20余年的工作经验,参与过Photoshop和Mozilla等项目。Kandrot曾经在Adobe公司、Microsoft公司工作过,他还是许多公司的咨询师,包括Apple公司和Autodesk公司。

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豆瓣评论

  • Milo
    容易閱讀,但例子過於簡單,代碼經常重複出現佔據篇幅。CUDA能使用甚麼基本數據類型?能使用SIMD運算麼?全書沒有提及。若以NVidia相近的入門書籍Cg Tutorial,本書實質內容較少。03-20
  • 罗磊爱吃锅包肉
    有些性能提升的trick随着新的设备和CUDA版本已经变得无关紧要了11-06
  • 西柚女孩喜逼力
    写教科书,还是这种没有alternative的教科书,用这么口头的表达方式,全是冷笑话,要浪费好多脑细胞在从废话中提取有用信息,严重影响阅读速度。整个point就是提高速度啊,这种不efficient的风格,NVIDIA你几个意思。01-24
  • 极度视界
    读了几本英文,发现老外写书很活泼。不错不错。11-28
  • 萌萌
    easy & clear...10-22

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