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The current state of artificial intelligence technologies and the domestic neural network platform Plat

The meeting of the seminar

«Supercomputer technologies

in science, education and industry»

Chairman of the organizing committee
В.А. Садовничий V.A. Sadovnichy
academician, rector of Lomonosov Moscow State University

Co-Chairs of the organizing committee
Вл.В. Воеводин Vl.V. Voevodin
Corr. RAS, Director of Research Computing Center of Moscow State University
И.А. Соколов I.A. Sokolov
academician, dean of the faculty of Computational Mathematics and Cybernetics of Lomonosov Moscow State University

Scientific Secretary of the seminar
  E.V. Mortikov
Ph.D., Research Computing Center of Moscow State University

 

The seminar was organized on the basis of the Scientific and Educational Center «Supercomputer Technologies». The reports cover all aspects of the use of supercomputers, parallel computing systems and distributed data processing methods for solving large computational problems. The seminar has a pronounced interdisciplinary nature, however, the various nuances of using supercomputer technologies are of interest to researchers from various fields.

The seminar is supported by the Moscow Center of Fundamental and Applied Mathematics.

 


PROGRAM
16:30
Vizilter Yu. V. Doctor of Physical and Mathematical Sciences,
Professor of the Russian Academy of Sciences,
head of department of FSUE "GosNIIAS"

The current state of artificial intelligence technologies and the domestic neural network platform Plat

he first wave of the modern AI revolution (2012-2016) was associated with the emergence of deep neural networks (GNNs) and gave rise to "deep recognition" technologies that provide solutions to problems of computer vision, signal analysis and big data. The AI ​​technological revolution is currently undergoing a second wave (2016-present), which should soon lead to the creation of functional AI. "Deep" technologies are developing, the focus of their application is shifting from data processing and analysis to management and optimization problems. The challenges and hopes of modern AI will be illustrated by examples of current scientific and technical results.

Due to a number of factors related to the specifics of the development of AI technologies in Russia and in the world, the creation and implementation of domestic deep learning tools is on the agenda. At present FSUE "GosNIIAS" is completing the creation of a unified software platform for neural network development "Platform-GNS" (Plat platform). It is a domestic machine learning ecosystem, which includes an integrated deep learning environment for neural networks, a domestic deep learning library, and a set of hardware implementation tools for neural networks for various hardware platforms, including domestic production. The Plat platform is initially focused on performing distributed supercomputing in deep neural network training tasks.

 


 Due to the self-isolation regime, the seminar will be held in the form of a webinar on the Zoom platform.

To participate in the webinar, we ask you to enter your data in the Google spreadsheet:

https://docs.google.com/spreadsheets/d/1Co_6wbkVd8DFFmziBAieDt1Z_BavSZLSRiz7TV86hvA/edit?usp=sharing

A link to the Zoom conference will subsequently be sent to your email address.

Instructions for installing and using the Zoom platform are available here:

https://support.zoom.us/hc/ru/articles/201362033-Начало-работы-на-ПК-и-Mac