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PRODID:Linklings LLC
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DTSTART:19700308T020000
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DTSTAMP:20260417T190156Z
LOCATION:East Building\, Room 13
DTSTART;TZID=America/Los_Angeles:20250812T130000
DTEND;TZID=America/Los_Angeles:20250812T140000
UID:siggraph_SIGGRAPH 2025_sess394_bof_144@linklings.com
SUMMARY:MLOps in the Pipeline
DESCRIPTION:Jesse Lehrman (CoreWeave), Liviu Constantinescu (Netflix), and
  Ryan Bottriell (Industrial Light & Magic)\n\nThis is part of a linked ser
 ies of Technical Pipeline BoFs, covering the Reference Platform, Renderfar
 ming, Cloud, Pipeline, Storage, and MLOps. There's been much ado about Gen
 erative AI models, but how does one train, deploy, and integrate these int
 o a studio/production pipeline reliably and efficiently?\n\nThis session a
 ims to bridge the gap between experimental development of machine learning
  models and their operational deployment. It will present the state of the
  art and encourage participant-led discussion to identify challenges and s
 olutions, fostering shared understanding and actionable insights.\n\nAtten
 dees will receive invites to our 'Beers of a Feather' event, the same even
 ing.\n\nInterest Area: New Technologies, Production & Animation\n\nRecordi
 ng: Not Livestreamed, Not Recorded\n\nKeyword: Artificial Intelligence/Mac
 hine Learning, Pipeline Tools and Work\n\nRegistration Category: Full Conf
 erence, Experience\n\n
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