CUDA for Engineers: An Introduction to High-Performance Parallel Computing, 1st edition

Published by Addison-Wesley Professional (November 2, 2015) © 2016

  • Duane Storti
  • Mete Yurtoglu

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ISBN-13: 9780134177557
CUDA for Engineers: An Introduction to High-Performance Parallel Computing
Published 2015
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Title overview

Ideal for students with at least introductory programming experience, this tutorial presents examples and reusable C code to jumpstart a wide variety of applications. Students will walk through moving from serial to parallel computation; computing values of a function in parallel; understanding 2D parallelism; simulating dynamics in the phase plane; simulating heat conduction; interacting with 3D data; walking through a basic N-body simulation, and more.

Table of contents

  • Chapter 1: First Steps     
  • Chapter 2: CUDA Essentials       
  • Chapter 3: From Loops to Grids       
  • Chapter 4: 2D Grids and Interactive Graphics   
  • Chapter 5: Stencils and Shared Memory      
  • Chapter 6: Reduction and Atomic Functions   
  • Chapter 7: Interacting with 3D Data    
  • Chapter 8: Using CUDA Libraries    
  • Chapter 9: Exploring the CUDA Ecosystem   
  • Appendix A: Hardware Setup    
  • Appendix B: Software Setup        
  • Appendix C: Need-to-Know C Programming     
  • Appendix D: CUDA Practicalities: Timing, Profiling, Error Handling, and Debugging     
  • Index     

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