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ExaLearn Tutorial: Co-Design Center for Exascale Machine Learning Technologies
2:30 PM - 6:00 PM
Wed Feb 5, 2020
Founders IV (Classroom - Max Capacity: 60)

Description

ABSTRACT

We will provide an overview of the ExaLearn Codesign Project as well as a detailed description of the software and algorithms for applications in the development of surrogate models and systems control, inverse solvers and design. The goal of this tutorial is to provide potential adoptors of the ExaLearn software with a path to getting started using it for their ML problems. Issues of scalability and performance will be emphasized.

Author
Francis Alexander Deputy Dirctor, Brookhaven National Laboratory
Brian Van Essen Informatics Group Lead / Computer Scientist, Lawrence Livermore National Laboratory
Peter Nugent Department Head, Lawrence Berkeley National Laboratory
Christine Ahrens Scientist, Los Alamos National Laboratory
Sudip Seal Senior R&D Staff, Oak Ridge National Laboratory
Ian Foster Director, Data Science and Learning Division, Argonne National Laboratory
Siva Rajamanickam Sandia National Laboratories
Sutanay Choudhury Senior Research Scientist, Data Sciences, Pacific Northwest National Laboratory

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