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DTSTAMP:20230124T170828Z
LOCATION:D168
DTSTART;TZID=America/Chicago:20221114T133000
DTEND;TZID=America/Chicago:20221114T170000
UID:submissions.supercomputing.org_SC22_sess211@linklings.com
SUMMARY:Colossal-AI: Scaling Large AI Models on Distributed Systems and Su
 percomputers
DESCRIPTION:Tutorial\n\nColossal-AI: Scaling Large AI Models on Distribute
 d Systems and Supercomputers\n\nDemmel, You, Li\n\nThe success of the Tran
 sformer model has pushed the limits of deep learning to operate on the sca
 le of billions of parameters. This proliferation of larger model size has 
 outpaced advances in hardware, resulting in an urgent need to distribute t
 he training of enormous models across multiple GPU clus...\n\n\nSession Fo
 rmat: Recorded\n\nTag: AI-HPC Convergence, Applications, Cloud and Distrib
 uted Computing, Data Analytics, Data Management, Exascale Computing, Machi
 ne Learning and Artificial Intelligence, Performance, Resource Management 
 and Scheduling\n\nRegistration Category: Tutorial Reg Pass
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