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{ "item_title" : "OpenCL in Action", "item_author" : [" Matthew Scarpino "], "item_description" : "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", "item_img_path" : "https://covers1.booksamillion.com/covers/bam/1/61/729/017/1617290173_b.jpg", "price_data" : { "retail_price" : "59.99", "online_price" : "59.99", "our_price" : "59.99", "club_price" : "59.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
OpenCL in Action|Matthew Scarpino

OpenCL in Action : How to Accelerate Graphics and Computation

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Overview

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
  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 principlesPART 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 transformPART 3 ACCELERATING OPENGL WITH OPENCL
  16. Combining OpenCL and OpenGL
  17. Textures and renderbuffers

This item is Non-Returnable

Details

  • ISBN-13: 9781617290176
  • ISBN-10: 1617290173
  • Publisher: Manning Publications
  • Publish Date: November 2011
  • Dimensions: 9.25 x 7.44 x 0.94 inches
  • Shipping Weight: 1.66 pounds
  • Page Count: 456

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