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DTSTART:19700308T020000
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DTSTAMP:20181221T160726Z
LOCATION:D161
DTSTART;TZID=America/Chicago:20181111T140000
DTEND;TZID=America/Chicago:20181111T142000
UID:submissions.supercomputing.org_SC18_sess156_ws_pmes103@linklings.com
SUMMARY:Doing Moore with Less – Leapfrogging Moore’s Law with Inexactness 
 for Supercomputing
DESCRIPTION:Workshop\nArchitectures, Heterogeneous Systems, Quantum Comput
 ing, Workshop Reg Pass\n\nDoing Moore with Less – Leapfrogging Moore’s Law
  with Inexactness for Supercomputing\n\nLeyffer, Wild, Fagan, Snir, Palem.
 ..\n\nWe investigate the use of inexactness, to trade solution quality wit
 h energy savings to reduce power consumption in HPC systems, using commerc
 ial 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 provide an analyt
 ical model to explain our findings, and provide a justification for using 
 nonstandard half-precision arithmetic for ill-conditioned problems.
URL:https://sc18.supercomputing.org/presentation/?id=ws_pmes103&sess=sess1
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