Programming Massively Parallel Processors, Second Edition pdf epub mobi txt 电子书下载 2025

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出版者:Morgan Kaufmann

作者:David B. Kirk

出品人:

页数:514

译者:

出版时间:2012-12-28

价格:USD 74.95

装帧:Paperback

isbn号码:9780124159921

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图书标签:

并行计算
CUDA
GPU
cuda
programming
parallel
计算机
编程

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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. This best-selling guide to CUDA and GPU parallel programming has been revised with more parallel programming examples, commonly-used libraries such as Thrust, and explanations of the latest tools. With these improvements, the book retains its concise, intuitive, practical approach based on years of road-testing in the authors' own parallel computing courses. Updates in this new edition include: new coverage of CUDA 5.0 , improved performance, enhanced development tools, increased hardware support, and more; increased coverage of related technology, OpenCL and new material on algorithm patterns, GPU clusters, host programming, and data parallelism; and two new case studies (on MRI reconstruction and molecular visualization) explore the latest applications of CUDA and GPUs for scientific research and high-performance computing.