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WSSMP: A High-Performance Serial and Parallel Symmetric Sparse Linear Solver

机译:WSSMP:高性能串行和并联对称稀疏线性求解器

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The Watson Symmetric Sparse Matrix Package, WSSMP, is a high-performance, robust, and easy to use software package for solving large sparse symmetric systems of linear equations. It can can be used as a serial package, or in a shared-memory multiprocessor environment, or as a scalable parallel solver in a message-passing environment, where each node can either be a uniprocessor or a shared-memory multiprocessor. WSSMP uses scalable parallel multifrontal algorithms for sparse symmetric factorization and triangular solves. Sparse symmetric factorization in WSSMP has been clocked at up to 210 MFLOPS on an RS6000/590, 500 MFLOPS on an RS6000/397 and in excess of 20 GFLOPS on a 64-node SP with RS6000/397 nodes. This paper gives an overview of the algorithms, implementation aspects, performance results, and the user interface of WSSMP.
机译:WTSON对称稀疏矩阵套件WSSMP是一种高性能,坚固且易于使用的软件包,用于解决大型线性方程的大稀疏对称系统。它可以用作串行包,或在共享内存多处理器环境中,或者在消息传递环境中作为可伸缩的并行解器,其中每个节点可以是单处理器或共享存储器多处理器。 WSSMP使用可伸缩的并行多级算法进行稀疏对称分解和三角形求解。 WSSMP中的稀疏对称分解在RS6000 / 397上的RS6000 / 590,500 MFlock上最多210 MFLOPS时钟,超过64节点SP,超过RS6000 / 397节点。本文概述了WSSMP的算法,实现方面,性能结果和用户界面。

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