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Programming Massively Parallel Processors by Kirk and Hwu torrent |
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| Torrent added: | 2012-04-30 17:16:07 |
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Torrent Description
Programming Massively Parallel Computers - A Hands-on Approach by David B. Kirk and Wen-mei W. Hwu
For those interested in the GPU path to parallel enlightenment, this new book from David Kirk and Wen-mei Hwu is a godsend, as it introduces CUDA, a C-like data parallel language, and Tesla, the architecture of the current generation of NVIDIA GPUs. In addition to explaining the language and the architecture, they define the nature of data parallel problems that run well on heterogeneous CPU-GPU hardware. More concretely, two detailed case studies demonstrate speedups over CPU-only C programs of 10X to 15X for naı¨ve CUDA code and 45X to 105X for expertly tuned versions. They conclude with a glimpse of the future by describing the next generation of data parallel languages and architectures: OpenCL and the NVIDIA Fermi GPU. This book is a valuable addition to the recently reinvigorated parallel computing literature.
Published by Morgan Kaufman, an imprint of El$evier
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