CUDA Application Design and Development

Written By Rob Farber
CUDA Application Design and Development
  • Publsiher : Elsevier
  • Release : 08 October 2011
  • ISBN : 0123884322
  • Pages : 336 pages
  • Rating : /5 from reviews
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Download or read book entitled CUDA Application Design and Development by author: Rob Farber which was release on 08 October 2011 and published by Elsevier with total page 336 pages . This book available in PDF, EPUB and Kindle Format. As the computer industry retools to leverage massively parallel graphics processing units (GPUs), this book is designed to meet the needs of working software developers who need to understand GPU programming with CUDA and increase efficiency in their projects. CUDA Application Design and Development starts with an introduction to parallel computing concepts for readers with no previous parallel experience, and focuses on issues of immediate importance to working software developers: achieving high performance, maintaining competitiveness, analyzing CUDA benefits versus costs, and determining application lifespan. The book then details the thought behind CUDA and teaches how to create, analyze, and debug CUDA applications. Throughout, the focus is on software engineering issues: how to use CUDA in the context of existing application code, with existing compilers, languages, software tools, and industry-standard API libraries. Using an approach refined in a series of well-received articles at Dr Dobb's Journal, author Rob Farber takes the reader step-by-step from fundamentals to implementation, moving from language theory to practical coding. Includes multiple examples building from simple to more complex applications in four key areas: machine learning, visualization, vision recognition, and mobile computing Addresses the foundational issues for CUDA development: multi-threaded programming and the different memory hierarchy Includes teaching chapters designed to give a full understanding of CUDA tools, techniques and structure. Presents CUDA techniques in the context of the hardware they are implemented on as well as other styles of programming that will help readers bridge into the new material

CUDA Application Design and Development

CUDA Application Design and Development
  • Author : Rob Farber
  • Publisher : Elsevier
  • Release Date : 2011-10-08
  • Total pages : 336
  • ISBN : 0123884322
GET BOOK

Summary : As the computer industry retools to leverage massively parallel graphics processing units (GPUs), this book is designed to meet the needs of working software developers who need to understand GPU programming with CUDA and increase efficiency in their projects. CUDA Application Design and Development starts with an introduction to parallel ...

Cuda Application Design and Development

Cuda Application Design and Development
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  • Publisher : CreateSpace
  • Release Date : 2015-08-19
  • Total pages : 120
  • ISBN : 0123884322
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Summary : This updated and expanded second edition of the CUDA Application Design and Development provides a user-friendly introduction to the subject Taking a clear structural framework, it guides the reader through the subject's core elements. A flowing writing style combines with the use of illustrations and diagrams throughout the text to ...

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  • ISBN : 0123884322
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  • ISBN : 0123884322
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Summary : This book constitutes the refereed proceedings of the Second IFIP WG 1.8 International Conference on Topics in Theoretical Computer Science, TTCS 2017, held in Tehran, Iran, in September 2017. The 8 papers presented in this volume were carefully reviewed and selected from 20 submissions. They were organized in topical sections named: algorithms and complexity; and ...

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