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๐Ÿ“š Programming Massively Parallel Processors : A Hands-On Approach P GuC
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๐Ÿ“š Programming Massively Parallel Processors : A Hands-On Approach P GuC
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๐Ÿ“š Programming Massively Parallel Processors : A Hands-On Approach P GuC

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    Item specifics

    Condition
    Good: A book that has been read but is in good condition. Very minimal damage to the cover including ...
    Book Title
    Programming Massively Parallel Processors : A Hands-On Approach P
    ISBN
    9780128119860
    Publication Year
    2016
    Type
    Textbook
    Format
    Trade Paperback
    Language
    English
    Subject Area
    Computers
    Publication Name
    Programming Massively Parallel Processors : a Hands-On Approach
    Author
    Wen-Mei W. Hwu, David B. Kirk
    Publisher
    Elsevier Science & Technology
    Item Length
    9.2 in
    Subject
    Systems Architecture / General, Systems Architecture / Distributed Systems & Computing, Programming / General, Programming / Parallel
    Item Width
    7.5 in
    Number of Pages
    576 Pages
    Category

    About this product

    Product Identifiers

    Publisher
    Elsevier Science & Technology
    ISBN-10
    0128119861
    ISBN-13
    9780128119860
    eBay Product ID (ePID)
    228608949

    Product Key Features

    Number of Pages
    576 Pages
    Language
    English
    Publication Name
    Programming Massively Parallel Processors : a Hands-On Approach
    Subject
    Systems Architecture / General, Systems Architecture / Distributed Systems & Computing, Programming / General, Programming / Parallel
    Publication Year
    2016
    Type
    Textbook
    Subject Area
    Computers
    Author
    Wen-Mei W. Hwu, David B. Kirk
    Format
    Trade Paperback

    Dimensions

    Item Length
    9.2 in
    Item Width
    7.5 in

    Additional Product Features

    Edition Number
    3
    Intended Audience
    College Audience
    LCCN
    2016-957270
    Dewey Edition
    23
    Illustrated
    Yes
    Dewey Decimal
    004.35
    Table Of Content
    1. Introduction2. Data parallel computing3. Scalable parallel execution4. Memory and data locality5. Performance considerations6. Numerical considerations7. Parallel patterns: convolution: An introduction to stencil computation8. Parallel patterns: prefix sum: An introduction to work efficiency in parallel algorithms9. Parallel patterns--parallel histogram computation: An introduction to atomic operations and privatization10. Parallel patterns: sparse matrix computation: An introduction to data compression and regularization11. Parallel patterns: merge sort: An introduction to tiling with dynamic input data identification12. Parallel patterns: graph search13. CUDA dynamic parallelism14. Application case study--non-Cartesian magnetic resonance imaging: An introduction to statistical estimation methods15. Application case study--molecular visualization and analysis16. Application case study--machine learning17. Parallel programming and computational thinking18. Programming a heterogeneous computing cluster19. Parallel programming with OpenACC20. More on CUDA and graphics processing unit computing21. Conclusion and outlook
    Synopsis
    Programming Massively Parallel Processors: A Hands-on Approach, Third Edition shows both student and professional alike the basic concepts of parallel programming and GPU architecture, exploring, in detail, various techniques for constructing parallel programs. Case studies demonstrate the development process, detailing computational thinking and ending with effective and efficient parallel programs. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in-depth. For this new edition, the authors have updated their coverage of CUDA, including coverage of newer libraries, such as CuDNN, moved content that has become less important to appendices, added two new chapters on parallel patterns, and updated case studies to reflect current industry practices. Teaches computational thinking and problem-solving techniques that facilitate high-performance parallel computing Utilizes CUDA version 7.5, NVIDIA's software development tool created specifically for massively parallel environments Contains new and updated case studies Includes coverage of newer libraries, such as CuDNN for Deep Learning, Programming Massively Parallel Processors: A Hands-on Approach, Third Edition shows both student and professional alike the basic concepts of parallel programming and GPU architecture, exploring, in detail, various techniques for constructing parallel programs. Case studies demonstrate the development process, detailing computational thinking and ending with effective and efficient parallel programs. Topics of performance, floating-point format, parallel patterns, and dynamic parallelism are covered in-depth. For this new edition, the authors have updated their coverage of CUDA, including coverage of newer libraries, such as CuDNN, moved content that has become less important to appendices, added two new chapters on parallel patterns, and updated case studies to reflect current industry practices.
    LC Classification Number
    QA76.642.K57 2016

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