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The CUDA Handbook

A Comprehensive Guide to GPU Programming

The CUDA Handbook Image

Book Details:

Publisher:Addison-Wesley Professional
Series: Addison Wesley , Handbook
Author:Nicholas Wilt
Edition:1
ISBN-10:0321809467
ISBN-13:9780321809469
Pages:528
Published:Jun 22 2013
Posted:Jan 07 2015
Language:English
Book format:PDF
Book size:3.37 MB

Book Description:

Designed to be both a comprehensive reference and a practical cookbook, the text is divided into the following three parts: Part I, Overview, gives high-level descriptions of the hardware and software that make CUDA possible. Part II, Details, provides thorough descriptions of every aspect of CUDA, including Memory Streams and events Models of execution, including the dynamic parallelism feature, new with CUDA 5.0 and SM 3.5 The streaming multiprocessors, including descriptions of all features through SM 3.5 Programming multiple GPUs Texturing The source code accompanying Part II is presented as reusable microbenchmarks and microdemos, designed to expose specific hardware characteristics or highlight specific use cases. Part III, Select Applications, details specific families of CUDA applications and key parallel algorithms, including Streaming workloads Reduction Parallel prefix sum (Scan) N-body Image Processing These algorithms cover the full range of potential CUDA applications.

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