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DTSTART:19700308T020000
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DTSTAMP:20260522T150115Z
LOCATION:D161
DTSTART;TZID=America/Chicago:20181111T140000
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UID:submissions.supercomputing.org_SC18_sess156_ws_pmes103@linklings.com
SUMMARY:Doing Moore with Less – Leapfrogging Moore’s Law with Inexactness 
 for Supercomputing
DESCRIPTION:Sven Leyffer and Stefan M. Wild (Argonne National Laboratory),
  Mike Fagan (Rice University), Marc Snir (University of Illinois), Krishna
  Palem (Rice University), and Yoshii Kazutomo and Hal Finkel (Argonne Nati
 onal Laboratory)\n\nWe investigate the use of inexactness, to trade soluti
 on quality with energy savings to reduce power consumption in HPC systems,
  using commercial off-the-shelf processors for lower-precision arithmetic.
  We implement an inexact Newton algorithm for solving nonlinear equations 
 to show how to reinvest energy savings to improve solution quality. We pro
 vide an analytical model to explain our findings, and provide a justificat
 ion for using nonstandard half-precision arithmetic for ill-conditioned pr
 oblems.\n\nTag: Architectures, Heterogeneous Systems, Quantum Computing\n\
 nRegistration Category: Workshop Reg Pass\n\nSession Chair: Jeffrey S. Vet
 ter (Oak Ridge National Laboratory (ORNL))\n\n
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