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VERSION:2.0
PRODID:-//pretalx//pretalx.com//juliacon-2022//speaker//83D8SQ
BEGIN:VEVENT
SUMMARY:Scaling up Training of Any Flux.jl Model Made Easy - Dhairya Gandh
 i
DTSTART:20220729T200000Z
DTEND:20220729T203000Z
DTSTAMP:20260813T123430Z
UID:pretalx-juliacon-2022-LJRHQR@pretalx.com
DESCRIPTION:In this talk\, we will be discussing some of the state of the 
 art techniques to scale training of ML models beyond a single GPU\, why th
 ey work and how to scale your own ML pipelines. We will be demonstrating h
 ow we have scaled up training of Flux models both by means of data paralle
 lism and by model parallelism. We will be showcasing ResNetImageNet.jl and
  DaggerFlux.jl to accelerate training of deep learning and scientific ML m
 odels such as PINNs and the scaling it achieves.
LOCATION:Green
URL:https://pretalx.com/juliacon-2022/talk/LJRHQR/
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