paper.tex

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\title{AI Benchmarking for Science: Efforts from the MLCommons Science Working Group}


\author{%
Jeyan~Thiyagalingam\inst{1}$^\spadesuit$,
Gregor~von~Laszewski\inst{2},
Junqi~Yin\inst{3},
Murali~Emani\inst{4},
Juri~Papay\inst{1},
Gregg~Barrett\inst{5},
Piotr~Luszczek\inst{6},
Aristeidis~Tsaris\inst{3},
Christine~Kirkpatrick\inst{7},
Feiyi~Wang\inst{3},
Tom~Gibbs\inst{8},
Venkatram~Vishwanath\inst{4},
Mallikarjun~Shankar\inst{3},
Geoffrey~Fox\inst{2}$^\clubsuit$,
Tony~Hey\inst{1}
}

% Tony Hey \inst{1}\orcidID{0000-0001-6782-3691} \and 
% Geoffrey C. Fox \inst{2}\orcidID{0000-0003-1017-1391} \and \\
% Gregg Barrett \inst{3}\orcidID{0000-0001-9346-9446} \and 
% Juri Papay \inst{1} \and
% Gregor von Laszewski \inst{2}\orcidID{0000-0001-9558-179X} \and \\
% Jeyan Thiyagalingam \inst{1}\orcidID{0000-0002-2167-1343} \and \\
% Christine Kirkpatrick \inst{4}\orcidID{0000-0002-4451-8042} \and 
% Mallikarjun Shankar \inst{5} \and \\
% Junqi Yin \inst{5} \and
% Aristeidis Tsaris \inst{5} \and
% Feiyi Wang \inst{5} \and
% Tom Gibbs \inst{6} \and
% Murali Emani\inst{7} \and
% Piotr Luszczek\inst{8}\orcidID{0000-0002-0089-6965}

\authorrunning{Jeyan Thiyagalingam et al.}
\titlerunning{AI Benchmarks from MLCommons Science}

\institute{%
Rutherford Appleton Laboratory, Harwell Campus, Didcot, OX11 0QX, UK 
\and University of Virginia, Charlottesville, VA 22904-4298, USA
\and Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
\and Argonne National Laboratory, Lemont, IL 60439, USA  
\and Cirrus AI, Johannesburg, RSA
\and University of Tennessee, Knoxville, TN 37996, USA
\and SDSC, 10100 Hopkins Dr, La Jolla, CA 92093
\and NVIDIA
%\url{http://www.mlcommons.org}
\\
Corresponding Authors: $^\spadesuit$\email{t.jeyan@stfc.ac.uk}, $^\clubsuit$\email{vxj6mb@virginia.edu}
}


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