Download e-book for kindle: Designing Scientific Applications on GPUs (Chapman & by Raphael Couturier

By Raphael Couturier

ISBN-10: 1466571624

ISBN-13: 9781466571624

Many of today’s advanced clinical functions now require an unlimited volume of computational strength. basic objective photographs processing devices (GPGPUs) permit researchers in numerous fields to profit from the computational energy of all of the cores on hand within pics cards.

Understand the advantages of utilizing GPUs for lots of clinical Applications

Designing medical purposes on GPUs exhibits you the way to exploit GPUs for functions in different clinical fields, from physics and arithmetic to computing device technology. The ebook explains the tools valuable for designing or porting your clinical program on GPUs. it is going to enhance your wisdom approximately photo processing, numerical functions, method to layout effective purposes, optimization equipment, and masses more.

Everything you must Design/Port Your clinical program on GPUs

The first a part of the e-book introduces the GPUs and Nvidia’s CUDA programming version, at present the main frequent setting for designing GPU functions. the second one half makes a speciality of major photo processing functions on GPUs. The 3rd half offers normal methodologies for software program improvement on GPUs and the fourth half describes using GPUs for addressing a number of optimization difficulties. The 5th half covers many numerical functions, together with challenge difficulties, fluid simulation, and atomic physics types. The final half illustrates agent-based simulations, pseudorandom quantity new release, and the answer of enormous sparse linear platforms for integer factorization. many of the codes provided within the booklet can be found online.

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Designing Scientific Applications on GPUs (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series) by Raphael Couturier

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