OpenCL in Action: How to accelerate graphics and computation

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9781617290176: OpenCL in Action: How to accelerate graphics and computation
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Book by Scarpino Matthew

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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

***********

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
  11. PART 2 CODING PRACTICAL ALGORITHMS IN OPENCL

  12. Reduction and sorting
  13. Matrices and QR decomposition
  14. Sparse matrices
  15. Signal processing and the fast Fourier transform
  16. PART 3 ACCELERATING OPENGL WITH OPENCL

  17. Combining OpenCL and OpenGL
  18. Textures and renderbuffers

Biografía del autor:

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.

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Scarpino, Matthew
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Descripción Manning Publications 11/20/2011, 2011. Paperback or Softback. Condición: New. OpenCL in Action: How to Accelerate Graphics and Computation. Book. Nº de ref. del artículo: BBS-9781617290176

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Descripción Manning Publications, 2011. Paperback. Condición: New. Language: English . Brand New Book. 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 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. Nº de ref. del artículo: AAC9781617290176

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Matthew Scarpino
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Descripción Manning Publications, 2011. Paperback. Condición: New. Language: English . Brand New Book. 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 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. Nº de ref. del artículo: AAC9781617290176

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Descripción Manning Publications. Paperback. Condición: New. 456 pages. Dimensions: 9.2in. x 7.4in. x 1.3in.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 youre using. OpenCL is a high-performance programming language that maximizes computational power by executing on CPUs, graphics processors, and other number-crunching devices. Its 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. Whats InsideLearn OpenCL step by step Tons of annotated code Tested algorithms for maximum performance Table of ContentsPART 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 This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Nº de ref. del artículo: 9781617290176

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