[Crib-list] VIRTUAL Seminar... SPEAKER:Joseph McDonald (LLSC - MIT -LL -- CRIBB Seminar @ 12:00 Noon - 1:00 PM -- Friday, February 3, 2023

[Shirley Entzminger]

    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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