Graphics Processing Unit Programming and Applications

Graphics Processing Unit Programming and Applications

In this chapter, we shall introduce the reader to the field of graphic processing unit programming (GPU) and applications. The main goal is to show the advantages of using GPUs for problem-solving of scientific applications that require intensive computation. Specifically, we have focused this chapt...

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Hauptverfasser: Montiel, Oscar, Tapia, Juan J., Javier Díaz-Delgadillo, Francisco, Medina Rodríguez, Nataly
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Computer architecture & logic design
Electronics engineering
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Tapia, Juan J.
Javier Díaz-Delgadillo, Francisco
Medina Rodríguez, Nataly
description In this chapter, we shall introduce the reader to the field of graphic processing unit programming (GPU) and applications. The main goal is to show the advantages of using GPUs for problem-solving of scientific applications that require intensive computation. Specifically, we have focused this chapter in giving an introduction to the Compute Unified Device Architecture-CUDA™-which is a parallel computing platform and programming model of the NVIDIA Company. CUDA is one of the most well-known and used GPU programming framework. As a case study, we present the computational intensive task of generating the Mandelbrot fractal programmed sequentially, and the application of the CUDA™ for breaking down this computational problem with the aim of showing the benefits of using GPUs.
doi_str_mv 10.1201/b16441-4
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source O'Reilly Online Learning: Academic/Public Library Edition
subjects Computer architecture & logic design
Electronics engineering
title Graphics Processing Unit Programming and Applications
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