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Heterogeneous Computing with OpenCL 2.0
Revised with the latest changes in OpenCL 2.0
David R. Kaeli (Author), Perhaad Mistry (Author), Dana Schaa (Author), Dong Ping Zhang (Author)
9780128014141
Paperback / softback, published 18 May 2015
336 pages
23.4 x 19 x 2.2 cm, 0.63 kg
"...one of the best sources to start with OpenCL…If you need to start writing parallel programs but are intimidated by the complexity, this book will not leave you any excuses!" --Computing Reviews
Heterogeneous Computing with OpenCL 2.0 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). This fully-revised edition includes the latest enhancements in OpenCL 2.0 including: • Shared virtual memory to increase programming flexibility and reduce data transfers that consume resources • Dynamic parallelism which reduces processor load and avoids bottlenecks • Improved imaging support and integration with OpenGL Designed to work on multiple platforms, OpenCL will help you more effectively program for a heterogeneous future. Written by leaders in the parallel computing and OpenCL communities, this book explores memory spaces, optimization techniques, extensions, debugging and profiling. Multiple case studies and examples illustrate high-performance algorithms, distributing work across heterogeneous systems, embedded domain-specific languages, and will give you hands-on OpenCL experience to address a range of fundamental parallel algorithms.
ForewordCh 1: Introduction Ch 2: Device Architectures Ch 3: Introduction to OpenCL Ch 4: Examples Ch 5: Execution Model Ch 6: host-side memory model Ch 7: device-side memory model Ch 8: ImplementationCh 9: Case study: Image Clustering and Search Ch 10: Profiling and Debugging Ch 11: C++ AMP Ch 12: WebCL Ch 13: Foreign Lands: Plugging OpenCL In
Subject Areas: Computer architecture & logic design [UYF], Software Engineering [UMZ], Programming & scripting languages: general [UMX], Computer programming / software development [UM]
