基于二阶变换的线性系统解专用计算单元函数方法的特点

L. V. Pirskaya
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引用次数: 0

摘要

考虑了使用三角变换和变量子的线性系统迭代解的专用计算单元功能的理论表示,从而实现高性能和硬件资源。提出了一种基于二阶变换和变量子的线性系统并行求解算法,并对其进行了改造,使其能够在专用计算单元中实现。给出了该单元函数的结构和特点,使得在一次迭代中,在稳态过程的每个时间步上都有变自由项的线性系统解成为可能。在面向FPGA的情况下,对所开发算法的硬件资源和专用计算单元运行速度进行了比较估计。本文对于所开发的单元函数算法,证明了与基于简单迭代法的专用计算单元函数相比,可以减少一次迭代的执行次数和整个迭代过程,减少硬件资源的使用量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Features of Method of Special-Purpose Calculating Unit Functioning for Linear System Solution Based on the Second Order Delta-Transformation
Theoretical representations of special-purpose calculating unit functioning for the iteration solution of linear systems using deltatransformations and variable quantum is considered, that allows to achieve high performance and hardware resources. The algorithm for parallel solution of linear systems based on the second order delta-transformations and variable quantum is developed and adapted for implementation in a special-purpose calculating unit. It is presented the architecture and peculiarities of this unit functioning, which makes the possibility of linear systems solution with variable free terms at each time step of the steady-state process within one iteration. With the orientation to FPGA, comparative estimates are obtained for the hardware resources and the speed of the developed algorithm for special-purpose calculating unit functioning. In this paper for the developed algorithm of the unit functioning, it is shown that it is possible to reduce the execution of one iteration and the iterative process as a whole and the amount of hardware resources in comparison with the special-purpose calculating unit functioning based on the simple iteration method.
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