Programming Massively Parallel Processors

A Hands-on Approach

Autor: David Kirk

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Editura: Elsevier Science & Technology

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Programming Massively Parallel Processors: A Hands-on Approach shows both student and professional a...

Informații despre carte

Autor

David Kirk

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

576

EAN

9780128119860

ISBN

0128119861

Enbook ID

14107798

Editura

Elsevier Science & Technology

Greutate

1122

Dimensiuni

235 x 193 x 28

Descriere completă

Programming Massively Parallel Processors: A Hands-on Approach shows both student and professional alike the basic concepts of parallel programming and GPU architecture. Various techniques for constructing parallel programs are explored in detail. Case studies demonstrate the development process, which begins with computational thinking and ends 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 are updating their coverage of CUDA, including coverage of newer libraries such as CuDNN, moving content that has become less important to appendices, adding two new chapters on parallel patterns, and updating case studies to reflect current industry practices, while still retaining its concise, intuitive, practical approach based on years of road-testing in the authors' own parallel computing courses. Teaches computational thinking and problem-solving techniques that facilitate high-performance parallel computingUtilizes CUDA version 7.5, NVIDIA's software development tool created specifically for massively parallel environmentsContains new and updated case studiesIncludes coverage of newer libraries such as CuDNN for Deep Learning

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Programming Massively Parallel Processors

A Hands-on Approach

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