By Wen-mei W. Hwu
GPU Computing gemstones, Jade Edition, deals hands-on, confirmed recommendations for normal objective GPU programming in response to the profitable software studies of best researchers and builders. one in all few assets to be had that distills the easiest practices of the neighborhood of CUDA programmers, this moment variation includes a hundred% new fabric of curiosity throughout undefined, together with finance, medication, imaging, engineering, gaming, environmental technological know-how, and eco-friendly computing. It covers new instruments and frameworks for effective GPU computing program improvement and gives instant gain to researchers constructing better programming environments for GPUs.
Divided into 5 sections, this publication explains how GPU execution is completed with set of rules implementation recommendations and techniques to info constitution format. extra in particular, it considers 3 common specifications: excessive point of parallelism, coherent reminiscence entry by way of threads inside of warps, and coherent regulate circulate inside of warps. Chapters discover issues reminiscent of accelerating database searches; the way to leverage the Fermi GPU structure to additional speed up prefix operations; and GPU implementation of hash tables. There also are discussions at the country of GPU computing in interactive physics and synthetic intelligence; programming instruments and methods for GPU computing; and the sting and node parallelism process for computing graph centrality metrics. furthermore, the publication proposes another procedure that balances computation despite node measure variance.
Software engineers, programmers, engineers, and complex scholars will locate this ebook tremendous usefull. For worthwhile resource codes mentioned through the e-book, the editors invite readers to the next web site:
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