Tuesday, November 26, 2013

CUDA Fortran for Scientists and Engineers

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CUDA Fortran for Scientists and Engineers Title: CUDA Fortran for Scientists and Engineers
Author: Gregory Ruetsch, Massimiliano Fatica
Publisher: 2013-10-01
Format: Online PDF (338 pages, 3.2MB)
Language: English
ISBN-10: 0124169708
ISBN-13: 9780124169708

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CUDA Fortran for Scientists and Engineers shows how to develop high-performance applications can leverage the power of GPUS using Fortran, the familiar language of scientific computing and Supercomputing performance standard. To help you add a CUDA Fortran to Fortran code at the moment, the book explains how to understand the architecture of the GPU goals, identify the parts calculation power of this code, and modify the code to manage data and parallel processing and optimizing performance.

Table of Contents

Part I CUDA Fortran Programming
Chapter 1. Introduction
Chapter 2. Performance Measurement and Metrics
Chapter 3. Optimization
Chapter 4. Multi-GPU Programming

Part II Case Studies
Chapter 5. Monte Carlo Method
Chapter 6. Finite Difference Method
Chapter 7. Applications of Fast Fourier Transform

Part III Appendices
A. Tesla Specifications
B. System and Environment Management
C. Calling CUDA C from CUDA Fortran
D. Source Code

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