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.

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

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Table of Contents

1. PART 1 FOUNDATIONS OF OPENCL PROGRAMMING


2. Introducing OpenCL


3. Host programming: fundamental data structures


4. Host programming: data transfer and partitioning


5. Kernel programming: data types and device memory


6. Kernel programming: operators and functions


7. Image processing


8. Events, profiling, and synchronization


9. Development with C++


10. Development with Java and Python


11. General coding principles


12. PART 2 CODING PRACTICAL ALGORITHMS IN OPENCL


13. Reduction and sorting


14. Matrices and QR decomposition


15. Sparse matrices


16. Signal processing and the fast Fourier transform


17. PART 3 ACCELERATING OPENGL WITH OPENCL


18. Combining OpenCL and OpenGL


19. Textures and renderbuffers