Heterogeneous Computing with OpenCL teaches OpenCL and parallel programming for complicated platforms that can contain numerous machine architectures: multi-core CPUs, GPUs, and fully-integrated speeded up Processing devices (APUs) corresponding to AMD Fusion know-how. Designed to paintings on a number of systems and with extensive aid, OpenCL can assist you extra successfully application for a heterogeneous future.
Written by way of leaders within the parallel computing and OpenCL groups, this ebook provides you with hands-on OpenCL adventure to deal with a number of basic parallel algorithms. The authors discover reminiscence areas, optimization suggestions, pictures interoperability, extensions, and debugging and profiling. meant to help a parallel programming direction, Heterogeneous Computing with OpenCL contains particular examples all through, plus extra on-line workouts and different helping materials.
- Explains rules and techniques to profit parallel programming with OpenCL, from figuring out the 4 abstraction types to completely checking out and debugging entire applications.
- Covers picture processing, net plugins, particle simulations, video enhancing, functionality optimization, and more.
- Shows how OpenCL maps to an instance aim structure and explains the various tradeoffs linked to mapping to numerous architectures
- Addresses quite a number primary programming strategies, with a number of examples and case reviews that show OpenCL extensions for various platforms
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