ENGLISH

CUDA Fortran for Scientists and Engineers. Best Practices for Efficient CUDA Fortran Programming

By Massimiliano Fatica and Gregory Ruetsch (Auth.)

Book information

Publisher
Morgan Kaufmann
Year
2014
ISBN
978-0-12-416970-8
DOI
10.1016/B978-0-12-416970-8.00001-8
Language
english
Format
PDF
Filesize
5 MB (4896131 bytes)
Edition
1
Pages
316\316
Time added
2013-12-20 15:00:00

Description

CUDA Fortran for Scientists and Engineers shows how high-performance application developers can leverage the power of GPUs using Fortran, the familiar language of scientific computing and supercomputer performance benchmarking. The authors presume no prior parallel computing experience, and cover the basics along with best practices for efficient GPU computing using CUDA Fortran. To help you add CUDA Fortran to existing Fortran codes, the book explains how to understand the target GPU architecture, identify computationally intensive parts of the code, and modify the code to manage the data and parallelism and optimize performance. All of this is done in Fortran, without having to rewrite in another language. Each concept is illustrated with actual examples so you can immediately evaluate the performance of your code in comparison. Leverage the power of GPU computing with PGI's CUDA Fortran compilerGain insights from members of the CUDA Fortran language development teamIncludes multi-GPU programming in CUDA Fortran, covering both peer-to-peer and message passing interface (MPI) approachesIncludes full source code for all the examples and several case studies Download source code and slides from the book's companion website

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