Presentation
MLOps in the Pipeline
DescriptionThis is part of a linked series of Technical Pipeline BoFs, covering the Reference Platform, Renderfarming, Cloud, Pipeline, Storage, and MLOps.
There's been much ado about Generative AI models, but how does one train, deploy, and integrate these into a studio/production pipeline reliably and efficiently?
This session aims 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 solutions, fostering shared understanding and actionable insights.
Attendees will receive invites to our 'Beers of a Feather' event, the same evening.
There's been much ado about Generative AI models, but how does one train, deploy, and integrate these into a studio/production pipeline reliably and efficiently?
This session aims 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 solutions, fostering shared understanding and actionable insights.
Attendees will receive invites to our 'Beers of a Feather' event, the same evening.
Event Type
Birds of a Feather
TimeTuesday, 30 July 20241:00pm - 2:00pm MDT
LocationHyatt Regency, Capitol Ballroom 4
New Technologies
Production & Animation
Not Livestreamed
Not Recorded
Pipeline
Full Conference
Full Conference Supporter
Experience
Exhibitor Full Conference
Exhibitor Experience
