[Crib-list] REMINDER... VIRTUAL Seminar... SPEAKER:Joseph McDonald (LLSC - MIT -LL -- CRIBB Seminar @ 12:00 Noon - 1:00 PM -- Friday, February 3, 2023
Shirley Entzminger
daisymae at math.mit.edu
Fri Feb 3 09:55:18 EST 2023
VIRTUAL...
COMPUTATIONAL RESEARCH in BOSTON and BEYOND SEMINAR
(CRIBB)
ZOOM meeting info...
https://mit.zoom.us/j/96155042770
Meeting ID: 961 5504 2770
====================================
DATE: Friday, February 3, 2023
TIME: 12:00 PM - 1:00 PM
SPEAKER: Joseph McDonald (LLSC - MIT Lincoln Lab)
TITLE: Enabling Energy-Efficient AI on HPC Systems
ABSTRACT:
The improvement in performance of AI across a variety of fields has come
alongside exponentially increasing computational requirements and energy
costs to develop these technologies. Consequently there is an urgent
need for research in energy-efficient AI in addition to ways to
incentivize this line of research. This talk presents recent work on
multiple approaches towards reducing the carbon footprint of training
and deploying AI applications. We highlight easily implementable changes
to different factors in the machine learning lifecycle, including model
development as well as high performance computing hardware and
datacenter operation, that can lead to significant reductions in the
energy required.
=======================================
For information about the "Computational Research in Boston and Beyond
Seminar"
(CRIBB), please visit:
https://math.mit.edu/sites/crib/
=================
Shirley A. Entzminger
Administrative Assistant II
Department of Mathematics
Massachusetts Institute of Technology
77 Massachusetts Avenue
Building 2, Room 350A
Cambridge, MA 02139
PHONE: (617) 253-4994
E-mail: daisymae at math.mit.edu
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