OpenCL in Action: How to Accelerate Graphics and Computations - Softcover

Scarpino, Matthew

Softcover

ISBN 10: 1617290173 ISBN 13: 9781617290176

Publisher: Manning, 2011

Synopsis

Summary

OpenCL in Action is a thorough, hands-on presentation of OpenCL, with an eye toward showing developers how to build high-performance applications of their own. It begins by presenting the core concepts behind OpenCL, including vector computing, parallel programming, and multi-threaded operations, and then guides you step-by-step from simple data structures to complex functions.
About the Technology
Whatever system you have, it probably has more raw processing power than you're using. OpenCL is a high-performance programming language that maximizes computational power by executing on CPUs, graphics processors, and other number-crunching devices. It's perfect for speed-sensitive tasks like vector computing, matrix operations, and graphics acceleration.
About this Book
OpenCL in Action blends the theory of parallel computing with the practical reality of building high-performance applications using OpenCL. It first guides you through the fundamental data structures in an intuitive manner. Then, it explains techniques for high-speed sorting, image processing, matrix operations, and fast Fourier transform. The book concludes with a deep look at the all-important subject of graphics acceleration. Numerous challenging examples give you different ways to experiment with working code.

A background in C or C++ is helpful, but no prior exposure to OpenCL is needed.

What's Inside

• Learn OpenCL step by step
• Tons of annotated code
• Tested algorithms for maximum performance

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Table of Contents

PART 1 FOUNDATIONS OF OPENCL PROGRAMMING
1. Introducing OpenCL
2. Host programming: fundamental data structures
3. Host programming: data transfer and partitioning
4. Kernel programming: data types and device memory
5. Kernel programming: operators and functions
6. Image processing
7. Events, profiling, and synchronization
8. Development with C++
9. Development with Java and Python
10. General coding principles
PART 2 CODING PRACTICAL ALGORITHMS IN OPENCL
11. Reduction and sorting
12. Matrices and QR decomposition
13. Sparse matrices
14. Signal processing and the fast Fourier transform
PART 3 ACCELERATING OPENGL WITH OPENCL
15. Combining OpenCL and OpenGL
16. Textures and renderbuffers

About this title

About the Author

Matthew Scarpino is a software consultant with over twelve years of experience in engineering and software development, and has developed high-performance applications using digital signal processors, field programmable gate arrays, and the Cell Broadband Engine. He's the author of Programming the Cell Processor: For Games, Graphics, and Numerical Computation.

Edition details

• Publisher: Manning
• Publication date: 2011
• Language: English
• ISBN 10: 1617290173
• ISBN 13: 9781617290176
• Binding: Paperback
• Edition number: 1
• Number of pages: 456