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Parallel Processing of Matrix Multiplication in a CPU and GPU Heterogeneous Environment

PublisherUniversity of Electro-Communications
Format252.7KB PDFDate added27 Apr 2006
Topics Parallel Processing
Downloads79

GPUs for numerical computations are becoming an attractive alternative in research. This paper proposes a new parallel processing environment for matrix multiplications by using both CPUs and GPUs. The execution time of matrix multiplications can be decreased to 40.1% by the method, compared with using the fastest of either CPU only case or GPU only case. The method performs well when matrix sizes are large.

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