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tinyMD: Mapping molecular dynamics simulations to heterogeneous hardware using partial evaluation

delete2021-09-01
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PRE
AI
R
Rafael Ravedutti Lucio Machado *
J
Jonas Schmitt
S
Sebastian Eibl
J
Jan Eitzinger
R
Roland Leißa
S
Sebastian Hack
R
Richard Membarth
H
Harald Köstler
DOI:10.1016/j.jocs.2021.101425delete
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摘要

摘要

En 中文
This paper investigates the suitability of the AnyDSL partial evaluation framework to implement tinyMD: an efficient, scalable, and portable simulation of pairwise interactions among particles. We compare tinyMD with the miniMD proxy application that scales very well on parallel supercomputers. We discuss the differences between both implementations and contrast miniMD's performance for single-node CPU and GPU targets, as well as its scalability on SuperMUC-NG and Piz Daint supercomputers. Additionally, we demonstrate tinyMD's flexibility by coupling it with the waLBerla multi-physics framework. This allow us to execute tinyMD simulations using the load-balancing mechanism implemented in waLBerla.
Keyword:
Molecular dynamics
Partial evaluation
High performance computing
Load balancing

期刊

Nature Computational Science 封面图
Nature Computational Science
IF:
18.3
论文数:
3.1K
被引数:
4.0K

机构

U
University of Erlangen Nuremberg
学者数:
3.2W
论文数: 2.6W
被引数: 29
引用论文

引用论文

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Scalable molecular dynamics with NAMD使用NAMD的可扩展分子动力学
err2005-10-12
err1.6W
errOAAI
errPhillips, JC; Braun, R; Wang, W; Gumbart, J; Tajkhorshid, E; Villa, E; Chipot, C; Skeel, RD; Kalé, L; Schulten, K
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CHARMM: The Biomolecular Simulation ProgramCHARMM: 生物分子模拟程序
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errOAAI
errBrooks, B. R.; Brooks, C. L., III; Mackerell, A. D., Jr.; Nilsson, L.; Petrella, R. J.; Roux, B.; Won, Y.; Archontis, G.; Bartels, C.; Boresch, S.; Caflisch, A.; Caves, L.; Cui, Q.; Dinner, A. R.; Feig, M.; Fischer, S.; Gao, J.; Hodoscek, M.; Im, W.; Kuczera, K.; Lazaridis, T.; Ma, J.; Ovchinnikov, V.; Paci, E.; Pastor, R. W.; Post, C. B.; Pu, J. Z.; Schaefer, M.; Tidor, B.; Venable, R. M.; Woodcock, H. L.; Wu, X.; Yang, W.; York, D. M.; Karplus, M.
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