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Portable multi-node LQCD Monte Carlo simulations using OpenACC

Authors :
Bonati, Claudio
Calore, Enrico
D'Elia, Massimo
Mesiti, Michele
Negro, Francesco
Sanfilippo, Francesco
Schifano, Sebastiano Fabio
Silvi, Giorgio
Tripiccione, Raffaele
Source :
Int. J. Mod. Phys. C 29, 1850010 (2018)
Publication Year :
2018

Abstract

This paper describes a state-of-the-art parallel Lattice QCD Monte Carlo code for staggered fermions, purposely designed to be portable across different computer architectures, including GPUs and commodity CPUs. Portability is achieved using the OpenACC parallel programming model, used to develop a code that can be compiled for several processor architectures. The paper focuses on parallelization on multiple computing nodes using OpenACC to manage parallelism within the node, and OpenMPI to manage parallelism among the nodes. We first discuss the available strategies to be adopted to maximize performances, we then describe selected relevant details of the code, and finally measure the level of performance and scaling-performance that we are able to achieve. The work focuses mainly on GPUs, which offer a significantly high level of performances for this application, but also compares with results measured on other processors.<br />Comment: 22 pages, 8 png figures

Details

Database :
arXiv
Journal :
Int. J. Mod. Phys. C 29, 1850010 (2018)
Publication Type :
Report
Accession number :
edsarx.1801.01473
Document Type :
Working Paper
Full Text :
https://doi.org/10.1142/S0129183118500109