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Heterogeneous Computing with OpenCL teaches OpenCL and parallel programming for sophisticated methods which can embrace various device architectures: multi-core CPUs, GPUs, and completely-constructed-in Accelerated Processing Fashions (APUs) similar to AMD Fusion technology. Designed to work on quite a few platforms and with broad business assist, OpenCL will allow you to additional efficiently program for a heterogeneous future.
Written by leaders inside the parallel computing and OpenCL communities, this book will present you with palms-on OpenCL experience to address quite a lot of elementary parallel algorithms. The authors uncover memory areas, optimization strategies, graphics interoperability, extensions, and debugging and profiling. Meant to assist a parallel programming course, Heterogeneous Computing with OpenCL consists of detailed examples all by way of, plus additional online exercises and totally different supporting provides.
Explains guidelines and strategies to review parallel programming with OpenCL, from understanding the four abstraction fashions to utterly testing and debugging full functions.Covers image processing, web plugins, particle simulations, video modifying, effectivity optimization, and additional.Reveals how OpenCL maps to an occasion aim construction and explains a variety of the tradeoffs associated with mapping to assorted architecturesAddresses quite a lot of elementary programming strategies, with quite a few examples and case analysis that present OpenCL extensions for various hardware platforms
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