TEXTBOOK EFFICIENCY: MASSIVELY PARALLEL MATRIX-FREE MULTIGRID FOR THE STOKES SYSTEM

SIAM JOURNAL ON SCIENTIFIC COMPUTING(2022)

引用 6|浏览14
暂无评分
摘要
We employ textbook multigrid efficiency (TME), as introduced by Achi Brandt, to construct an asymptotically optimal monolithic multigrid solver for the Stokes system. The geometric multigrid solver builds upon the concept of hierarchical hybrid grids, which is extended to higher-order finite element discretizations, and a corresponding matrix-free implementation. The computational cost of the full multigrid iteration is quantified, and the solver is applied to multiple benchmark problems. Through a parameter study, we suggest configurations that achieve theoretical TME for both stabilized equal order and Taylor Hood discretizations. We then identify and quantify the gaps to achieve TME for parallel multigrid implementations in practice. The excellent node-level performance of the relevant compute kernels is presented via a roofline analysis. Finally, we demonstrate the weak and strong scalability to up to 147,456 parallel processes and solve Stokes systems with more than 3.6 x 10(12) (trillion) unknowns.
更多
查看译文
关键词
multigrid, textbook efficiency, hierarchical hybrid grids, parallel computing, finite element method, Stokes problem
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要