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Opencl Programming Guide (OpenGL)

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ISBN13: 9780321749642
ISBN10: 0321749642
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Using the new OpenCL (Open Computing Language) standard, you can write applications that access all available programming resources: CPUs, GPUs, and other processors such as DSPs and the Cell/B.E. processor. Already implemented by Apple, AMD, Intel, IBM, NVIDIA, and other leaders, OpenCL has outstanding potential for PCs, servers, handheld/embedded devices, high performance computing, and even cloud systems. This is the first comprehensive, authoritative, and practical guide to OpenCL 1.1 specifically for working developers and software architects.

 

Written by five leading OpenCL authorities, OpenCL Programming Guide covers the entire specification. It reviews key use cases, shows how OpenCL can express a wide range of parallel algorithms, and offers complete reference material on both the API and OpenCL C programming language.

 

Through complete case studies and downloadable code examples, the authors show how to write complex parallel programs that decompose workloads across many different devices. They also present all the essentials of OpenCL software performance optimization, including probing and adapting to hardware. Coverage includes

 

  • Understanding OpenCL’s architecture, concepts, terminology, goals, and rationale
  • Programming with OpenCL C and the runtime API
  • Using buffers, sub-buffers, images, samplers, and events
  • Sharing and synchronizing data with OpenGL and Microsoft’s Direct3D
  • Simplifying development with the C++ Wrapper API
  • Using OpenCL Embedded Profiles to support devices ranging from cellphones to supercomputer nodes
  • Case studies dealing with physics simulation; image and signal processing, such as image histograms, edge detection filters, Fast Fourier Transforms, and optical flow; math libraries, such as matrix multiplication and high-performance sparse matrix multiplication; and more
  • Source code for this book is available at #LINKopencl-book-samples/>#

About the Author

Aaftab Munshi, software architect at Apple, edits the OpenCL and OpenGL ES specifications. He coauthored OpenGL ES 2.0 Programming Guide (Addison-Wesley, 2008). Benedict R. Gaster is a software architect at AMD working on programming models for next-generation heterogeneous processors. He has contributed extensively to OpenCL’s design. Timothy G. Mattson, at Intel since 1993, has been a parallel programmer since the mid 1980s. He coauthored Patterns for Parallel Programming (Addison-Wesley, 2004) and Introduction to Concurrency in Programming Languages (Chapman and Hall/CRC, 2009). James Fung, developer technology engineer at NVIDIA, specializes in computer vision and image processing on graphics hardware. Dan Ginsburg, principal software architect in the Fetal-Neonatal Neuroimaging and Development Science Center at Children’s Hospital in Boston, uses OpenCL to accelerate neuroimaging algorithms.

 

Table of Contents

Preface

Acknowledgments

About the Authors

 

Chapter 1: Introduction to OpenCL

Chapter 2: Hello World: An OpenCL Example

Chapter 3: Platforms, Contexts, and Devices

Chapter 4: Programming with OpenCL C

Chapter 5: OpenCL C Built In Functions

Chapter 6: Programs and Kernels

Chapter 7: Buffers and sub-buffers

Chapter 8: Images and Samplers

Chapter 9: Events

Chapter 10: Interoperability with OpenGL

Chapter 11: Interoperability with DirectX

Chapter 12: OpenCL C++ API Bindings

Chapter 13: OpenCL ES Profile

Chapter 14: Image Histogram

Chapter 15: Sobel Edge Detection Filter

Chapter 16: Parallelizing Dikjstra’s Single Source Shortest Path Graph Algorithm

Chapter 17: Cloth Simulation in the Bullet Physics SDK

Chapter 18: Simulating the Ocean with Fast Fourier Transform

Chapter 19: Optical Flow

Chapter 20: Using OpenCL with PyOpenCL

Chapter 21: Matrix Multiplication with OpenCL

Chapter 22: Sparse Matrix Multiplication

 

Appendix: Summary of OpenCL 1

 

Index

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sachinprabhakar, August 15, 2011 (view all comments by sachinprabhakar)
good book for new opencl programmers
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Product Details

ISBN:
9780321749642
Author:
Munshi, Aaftab
Publisher:
Addison-Wesley Professional
Author:
Fung, James
Author:
Mattson, Timothy
Author:
Gaster, Benedict R.
Author:
Gaster, Benedict
Author:
Mattson, Timothy G.
Author:
Ginsburg, Dan
Subject:
Graphics-Computer Animation
Copyright:
Edition Description:
Trade paper
Series:
OpenGL
Publication Date:
20110715
Binding:
TRADE PAPER
Language:
English
Pages:
648
Dimensions:
9.08 x 7 x 1.32 in 984 gr

Related Subjects

Computers and Internet » Graphics » Digital Media » Video and Animation
Computers and Internet » Graphics » General
Computers and Internet » Graphics » Programming
Computers and Internet » Software Engineering » Programming and Languages
History and Social Science » Geography » General

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