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Developing a Series of AI Challenges for the United States Department of the Air Force


Jul 14, 2022
Vijay Gadepally, Gregory Angelides, Andrei Barbu, Andrew Bowne, Laura J. Brattain, Tamara Broderick, Armando Cabrera, Glenn Carl, Ronisha Carter, Miriam Cha, Emilie Cowen, Jesse Cummings, Bill Freeman, James Glass, Sam Goldberg, Mark Hamilton, Thomas Heldt, Kuan Wei Huang, Phillip Isola, Boris Katz, Jamie Koerner, Yen-Chen Lin, David Mayo, Kyle McAlpin, Taylor Perron, Jean Piou, Hrishikesh M. Rao, Hayley Reynolds, Kaira Samuel, Siddharth Samsi, Morgan Schmidt, Leslie Shing, Olga Simek, Brandon Swenson, Vivienne Sze, Jonathan Taylor, Paul Tylkin, Mark Veillette, Matthew L Weiss, Allan Wollaber, Sophia Yuditskaya, Jeremy Kepner


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The MIT Supercloud Workload Classification Challenge


Apr 13, 2022
Benny J. Tang, Qiqi Chen, Matthew L. Weiss, Nathan Frey, Joseph McDonald, David Bestor, Charles Yee, William Arcand, Chansup Byun, Daniel Edelman, Matthew Hubbell, Michael Jones, Jeremy Kepner, Anna Klein, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia Mullen, Andrew Prout, Albert Reuther, Antonio Rosa, Andrew Bowne, Lindsey McEvoy, Baolin Li, Devesh Tiwari, Vijay Gadepally, Siddharth Samsi

* Accepted at IPDPS ADOPT'22 

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Naming Schema for a Human Brain-Scale Neural Network


Sep 22, 2021
Morgan Schaefer, Lauren Michelin, Jeremy Kepner

* 4 pages, 2 figures, t table, 23 references; accepted to IEEE MIT URTC 2021 

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AI Accelerator Survey and Trends


Sep 18, 2021
Albert Reuther, Peter Michaleas, Michael Jones, Vijay Gadepally, Siddharth Samsi, Jeremy Kepner

* 9 pages, 2 figures, IEEE High Performance Extreme Computing Conference 2021 

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Maneuver Identification Challenge


Aug 25, 2021
Kaira Samuel, Vijay Gadepally, David Jacobs, Michael Jones, Kyle McAlpin, Kyle Palko, Ben Paulk, Sid Samsi, Ho Chit Siu, Charles Yee, Jeremy Kepner

* 7 pages, 8 figures, 1 table, 33 references, accepted to IEEE HPEC 2021 

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The MIT Supercloud Dataset


Aug 04, 2021
Siddharth Samsi, Matthew L Weiss, David Bestor, Baolin Li, Michael Jones, Albert Reuther, Daniel Edelman, William Arcand, Chansup Byun, John Holodnack, Matthew Hubbell, Jeremy Kepner, Anna Klein, Joseph McDonald, Adam Michaleas, Peter Michaleas, Lauren Milechin, Julia Mullen, Charles Yee, Benjamin Price, Andrew Prout, Antonio Rosa, Allan Vanterpool, Lindsey McEvoy, Anson Cheng, Devesh Tiwari, Vijay Gadepally


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Mathematics of Digital Hyperspace


Mar 28, 2021
Jeremy Kepner, Timothy Davis, Vijay Gadepally, Hayden Jananthan, Lauren Milechin

* 9 pages, 8 figures, 2 tables, accepted to GrAPL 2021. arXiv admin note: text overlap with arXiv:1807.03165, arXiv:2004.01181, arXiv:1909.05631, arXiv:1708.02937 

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Survey of Machine Learning Accelerators


Sep 01, 2020
Albert Reuther, Peter Michaleas, Michael Jones, Vijay Gadepally, Siddharth Samsi, Jeremy Kepner

* 12 pages, 2 figures, IEEE-HPEC conference, Waltham, MA, September 21-25, 2020. arXiv admin note: text overlap with arXiv:1908.11348 

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Accuracy and Performance Comparison of Video Action Recognition Approaches


Aug 20, 2020
Matthew Hutchinson, Siddharth Samsi, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Micheal Houle, Matthew Hubbell, Micheal Jones, Jeremy Kepner, Andrew Kirby, Peter Michaleas, Lauren Milechin, Julie Mullen, Andrew Prout, Antonio Rosa, Albert Reuther, Charles Yee, Vijay Gadepally

* Accepted for publication at IEEE HPEC 2020 

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