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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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Format:PDFSize:253 KB
Date:Apr 2006
Pages:14

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