Heterogeneous Computing with OpenCL Review

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Heterogeneous Computing with OpenCL ReviewThis book is really good. There are a variety of resources regarding how to get started with OpenCL, which this book also has. However, I thought the best and most unique feature of the book was the amount of detail it went into regarding all the various ways to increase the performance of one's opencl code. Not only did it explain what changes to make, it also described the underlying physical charactertics of the cards in order to explain why you would want to make the changes.
In my case, after I applied all the changes recommended, my code ran 20x faster.Heterogeneous Computing with OpenCL Overview
Heterogeneous Computing with OpenCL teaches OpenCL and parallel programming for complex systems that may include a variety of device architectures: multi-core CPUs, GPUs, and fully-integrated Accelerated Processing Units (APUs) such as AMD Fusion technology. Designed to work on multiple platforms and with wide industry support, OpenCL will help you more effectively program for a heterogeneous future.

Written by leaders in the parallel computing and OpenCL communities, this book will give you hands-on OpenCL experience to address a range of fundamental parallel algorithms. The authors explore memory spaces, optimization techniques, graphics interoperability, extensions, and debugging and profiling. Intended to support a parallel programming course, Heterogeneous Computing with OpenCL includes detailed examples throughout, plus additional online exercises and other supporting materials.

Explains principles and strategies to learn parallel programming with OpenCL, from understanding the four abstraction models to thoroughly testing and debugging complete applications.
Covers image processing, web plugins, particle simulations, video editing, performance optimization, and more.
Shows how OpenCL maps to an example target architecture and explains some of the tradeoffs associated with mapping to various architectures
Addresses a range of fundamental programming techniques, with multiple examples and case studies that demonstrate OpenCL extensions for a variety of hardware platforms


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