Performance and Scalability of Materials Science and Machine Learning Codes on the State-of-Art Hybrid Supercomputer Architecture

Nikolay Kondratyuk, Grigory S. Smirnov, Alexander Agarkov, Anton Osokin, Vsevolod P. Nikolskiy, Alexander Semenov, Vladimir V. Stegailov. Performance and Scalability of Materials Science and Machine Learning Codes on the State-of-Art Hybrid Supercomputer Architecture. In Vladimir V. Voevodin, Sergey Sobolev, editors, Supercomputing - 5th Russian Supercomputing Days, RuSCDays 2019, Moscow, Russia, September 23-24, 2019, Revised Selected Papers. Volume 1129 of Communications in Computer and Information Science, pages 597-609, Springer, 2019. [doi]

Abstract

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