OpenCL in Action: How to Accelerate Graphics and Computations
Language: English
Published by Manning, 2011
Series: Book 59 of 182 - In Action
- Softcover
- Used
Condition: Used - Good
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- Title
- OpenCL in Action: How to Accelerate Graphics and Computations
- Author
- Scarpino, Matthew
- Publisher
- Manning
- Publication year
- 2011
- Condition
- Good
- Binding
- paperback
- Language
- English
- ISBN 10
- 1617290173
- ISBN 13
- 9781617290176
- Series
- Book 59 of 182: In Action
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.
Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book.
What's Inside
- Learn OpenCL step by step
- Tons of annotated code
- Tested algorithms for maximum performance
***********
Table of Contents
-
PART 1 FOUNDATIONS OF OPENCL PROGRAMMING
- Introducing OpenCL
- Host programming: fundamental data structures
- Host programming: data transfer and partitioning
- Kernel programming: data types and device memory
- Kernel programming: operators and functions
- Image processing
- Events, profiling, and synchronization
- Development with C++
- Development with Java and Python
- General coding principles PART 2 CODING PRACTICAL ALGORITHMS IN OPENCL
- Reduction and sorting
- Matrices and QR decomposition
- Sparse matrices
- Signal processing and the fast Fourier transform PART 3 ACCELERATING OPENGL WITH OPENCL
- Combining OpenCL and OpenGL
- Textures and renderbuffers
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About the Author
"About the title" may belong to another edition of this title.
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