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OALib Journal期刊
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Parallel Realization of the MRRR Algorithm Based on CUDA
基于CUDA实现MRRR算法并行

Keywords: MRRR,Parallel,CUDA,Eigenproblem
MRRR
,并行,CUDA,本征问题

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Abstract:

The algorithm of multiple relatively robust representations(MRRR) is one of the fastest and most accurate algorithms. After analyzing the MRRR algorithm and CUDA parallel architecture, parallel MRRR algorithm based on CUDA was given, and explored the optimization in memory structure. Compared with LAPACK's MRRR implementa- lion this parallel method provides 20-fold speedups. This result demonstrates the algorithm can be mapped efficiently onto GPU.

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