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 : 4/5 from 21 reviews
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Read or download book entitled CUDA Application Design and Development written by Rob Farber which was release on 08 October 2011, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: 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
  • Author : Lewis P. Herbert
  • 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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CUDA Programming
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  • Publisher : Newnes
  • Release Date : 2013
  • Total pages : 576
  • ISBN : 0123884322
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Summary : If you need to learn CUDA but don't have experience with parallel computing, CUDA Programming: A Developer's Introduction offers a detailed guide to CUDA with a grounding in parallel fundamentals. It starts by introducing CUDA and bringing you up to speed on GPU parallelism and hardware, then delving into CUDA ...

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  • Publisher : Addison-Wesley Professional
  • Release Date : 2015-11-02
  • Total pages : 352
  • ISBN : 0123884322
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Summary : CUDA for Engineers gives you direct, hands-on engagement with personal, high-performance parallel computing, enabling you to do computations on a gaming-level PC that would have required a supercomputer just a few years ago. The authors introduce the essentials of CUDA C programming clearly and concisely, quickly guiding you from running ...

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  • Publisher : Springer Nature
  • Release Date : 2020-11-04
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  • ISBN : 0123884322
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  • ISBN : 0123884322
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Summary : The Volume of “Advances in Machine Learning and Data Science - Recent Achievements and Research Directives” constitutes the proceedings of First International Conference on Latest Advances in Machine Learning and Data Science (LAMDA 2017). The 37 regular papers presented in this volume were carefully reviewed and selected from 123 submissions. These days we ...

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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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  • Publisher : Springer
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  • ISBN : 0123884322
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Summary : This carefully edited and reviewed volume addresses the increasingly popular demand for seeking more clarity in the data that we are immersed in. It offers excellent examples of the intelligent ubiquitous computation, as well as recent advances in systems engineering and informatics. The content represents state-of-the-art foundations for researchers in ...

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  • ISBN : 0123884322
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Summary : These proceedings present selected research papers from CSNC 2018, held during 23rd-25th May in Harbin, China. The theme of CSNC 2018 is Location, Time of Augmentation. These papers discuss the technologies and applications of the Global Navigation Satellite System (GNSS), and the latest progress made in the China BeiDou System (BDS) ...

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Summary : This comprehensive resource demonstrates how wireless sensor network (WSN) systems, a key element of the Internet of Things (IoT), are designed and evaluated to solve problems associated with autonomous sensing systems. Functional blocks that form WSN-based systems are described, chapter by chapter, providing the reader with a progressive learning path ...

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  • ISBN : 0123884322
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