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PARALLEL MULTICOLOR INCOMPLETE LU FACTORIZATION PRECONDITIONING PROCESSOR AND METHOD OF USE THEREOF

机译:并行多色不完整Lu预处理程序及其使用方法

摘要

A parallel multicolor ILU factorization preconditioner processor and a method of computing an ILU preconditioning matrix. One embodiment of the preconditioning processor having parallel computing pipelines includes: (1) a graph coloring circuit operable to identify parallelisms in a sparse linear system, (2) an ILU computer configured to employ the parallel computing pipelines according to the parallelisms to: (2a) determine a sparsity pattern for an ILU preconditioning matrix, and (2b) compute non-zero elements of the ILU preconditioning matrix according to the sparsity pattern, and (3) a memory communicably couplable to the parallel computing pipelines and configured to store the ILU preconditioning matrix.
机译:并行多色ILU分解预处理器处理器和一种计算ILU预处理矩阵的方法。具有并行计算流水线的预处理处理器的一个实施例包括:(1)可用于识别稀疏线性系统中的并行度的图形着色电路;(2)配置为根据并行度采用并行计算流水线的ILU计算机:(2a) )确定ILU预处理矩阵的稀疏模式,(2b)根据稀疏模式计算ILU预处理矩阵的非零元素,(3)可以与并行计算管道可通信耦合并配置为存储ILU的内存预处理矩阵。

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