Petascale High Order Dynamic Rupture Earthquake Simulations on Heterogeneous Supercomputers

A. Heinecke, Alexander Breuer, Sebastian Rettenberger, M. Bader, A. Gabriel, C. Pelties, A. Bode, W. Barth, Xiangke Liao, K. Vaidyanathan, M. Smelyanskiy, P. Dubey
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引用次数: 119

Abstract

We present an end-to-end optimization of the innovative Arbitrary high-order DERivative Discontinuous Galerkin (ADER-DG) software SeisSol targeting Intel® Xeon Phi coprocessor platforms, achieving unprecedented earthquake model complexity through coupled simulation of full frictional sliding and seismic wave propagation. SeisSol exploits unstructured meshes to flexibly adapt for complicated geometries in realistic geological models. Seismic wave propagation is solved simultaneously with earthquake faulting in a multiphysical manner leading to a heterogeneous solver structure. Our architecture aware optimizations deliver up to 50% of peak performance, and introduce an efficient compute-communication overlapping scheme shadowing the multiphysics computations. SeisSol delivers near-optimal weak scaling, reaching 8.6 DP-PFLOPS on 8,192 nodes of the Tianhe-2 supercomputer. Our performance model projects reaching 18 -- 20 DP-PFLOPS on the full Tianhe-2 machine. Of special relevance to modern civil engineering needs, our pioneering simulation of the 1992 Landers earthquake shows highly detailed rupture evolution and ground motion at frequencies up to 10 Hz.
在异构超级计算机上的千万亿次高阶动态破裂地震模拟
我们提出了创新的任意高阶导数不连续Galerkin (der - dg)软件SeisSol的端到端优化,目标是Intel®Xeon Phi协处理器平台,通过完全摩擦滑动和地震波传播的耦合模拟,实现了前所未有的地震模型复杂性。SeisSol利用非结构化网格灵活地适应现实地质模型中的复杂几何形状。地震波传播以多物理场的方式与地震断层同时求解,导致求解器结构不均匀。我们的架构感知优化提供了高达50%的峰值性能,并引入了高效的计算通信重叠方案,遮蔽了多物理场计算。SeisSol提供了近乎最佳的弱缩放,在天河二号超级计算机的8192个节点上达到8.6 DP-PFLOPS。我们的性能模型预测在整个天河2号机上达到18 - 20 DP-PFLOPS。与现代土木工程需求特别相关的是,我们对1992年兰德斯地震的开创性模拟显示了频率高达10赫兹的非常详细的破裂演变和地面运动。
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