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DTSTAMP:20260522T150119Z
LOCATION:D167
DTSTART;TZID=America/Chicago:20181116T083000
DTEND;TZID=America/Chicago:20181116T083500
UID:submissions.supercomputing.org_SC18_sess476_wksp117@linklings.com
SUMMARY:Introduction - Deep Learning on Supercomputers - Welcome
DESCRIPTION:Zhao Zhang (Texas Advanced Computing Center) and Ian T. Foster
  (University of Chicago)\n\nThe 1st Deep Learning (DL) on Supercomputers w
 orkshop provides a forum for practitioners working on any and all aspects 
 of DL in the supercomputing context to present their latest research resul
 ts and development, deployment, and application experiences. The workshop’
 s theme is the intersection of DL and supercomputing: novel uses of superc
 omputers to accelerate deep learning training and inference, and innovativ
 e applications of deep learning in traditional numerical simulation. Its s
 cope encompasses application development in industrial and scientific scen
 arios using supercomputers; DL methods applied to numerical simulation; fu
 ndamental algorithms, enhanced procedures, and software development method
 s to enable scalable training and inference; hardware changes with impact 
 on future supercomputer design; and machine deployment, performance evalua
 tion, and reproducibility practices for DL applications on supercomputers.
  This workshop presents a series of invited talks from researchers who are
  working on the crossroads of deep learning and supercomputing.\n\nTag: Ap
 plications, Deep Learning, Machine Learning\n\nRegistration Category: Work
 shop Reg Pass\n\n
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