OpenCL in Action: How to accelerate graphics and computations
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- Synopsis
- SummaryOpenCL 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 TechnologyWhatever 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 BookOpenCL 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 InsideLearn OpenCL step by stepTons of annotated codeTested algorithms for maximum performance***********Table of ContentsPART 1 FOUNDATIONS OF OPENCL PROGRAMMINGIntroducing OpenCLHost programming: fundamental data structuresHost programming: data transfer and partitioningKernel programming: data types and device memoryKernel programming: operators and functionsImage processingEvents, profiling, and synchronizationDevelopment with C++ Development with Java and PythonGeneral coding principlesPART 2 CODING PRACTICAL ALGORITHMS IN OPENCLReduction and sortingMatrices and QR decompositionSparse matricesSignal processing and the fast Fourier transformPART 3 ACCELERATING OPENGL WITH OPENCLCombining OpenCL and OpenGLTextures and renderbuffers
- Copyright:
- 2011
Book Details
- Book Quality:
- Publisher Quality
- Book Size:
- 456 Pages
- ISBN-13:
- 9781638352389
- Related ISBNs:
- 9781617290176
- Publisher:
- Manning Publications
- Date of Addition:
- 06/15/21
- Copyrighted By:
- Manning Publications Co.
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.