Extending stability beyond CPU millennium: a micron-scale atomistic simulation of Kelvin-Helmholtz instability

J. Glosli, D. Richards, K. Caspersen, R. Rudd, John A. Gunnels, F. Streitz
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引用次数: 118

Abstract

We report the computational advances that have enabled the first micron-scale simulation of a Kelvin-Helmholtz (KH) instability using molecular dynamics (MD). The advances are in three key areas for massively parallel computation such as on BlueGene/L (BG/L): fault tolerance, application kernel optimization, and highly efficient parallel I/O. In particular, we have developed novel capabilities for handling hardware parity errors and improving the speed of interatomic force calculations, while achieving near optimal I/O speeds on BG/L, allowing us to achieve excellent scalability and improve overall application performance. As a result we have successfully conducted a 2-billion atom KH simulation amounting to 2.8 CPU-millennia of run time, including a single, continuous simulation run in excess of 1.5 CPU-millennia. We have also conducted 9-billion and 62.5-billion atom KH simulations. The current optimized ddcMD code is benchmarked at 115.1 TFlop/s in our scaling study and 103.9 TFlop/s in a sustained science run, with additional improvements ongoing. These improvements enabled us to run the first MD simulations of micron-scale systems developing the KH instability.
扩展稳定性超越CPU千年:开尔文-亥姆霍兹不稳定性的微米尺度原子模拟
我们报告了利用分子动力学(MD)实现开尔文-亥姆霍兹(KH)不稳定性的首次微米尺度模拟的计算进展。在大规模并行计算(如在BlueGene/L (BG/L)上)方面的进步主要体现在三个关键领域:容错、应用程序内核优化和高效并行I/O。特别是,我们开发了处理硬件奇偶校验错误和提高原子间力计算速度的新功能,同时在BG/L上实现了接近最佳的I/O速度,使我们能够实现出色的可扩展性并提高整体应用程序性能。因此,我们成功地进行了一次20亿原子KH的模拟,相当于2.8 cpu千年的运行时间,包括一次超过1.5 cpu千年的连续模拟。我们还进行了90亿和625亿原子KH的模拟。在我们的扩展研究中,当前优化的ddcMD代码的基准测试为115.1 TFlop/s,在持续的科学运行中为103.9 TFlop/s,并且正在进行其他改进。这些改进使我们能够对开发KH不稳定性的微米尺度系统进行首次MD模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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