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Oral
Mon Mar 08:30 AM -- 08:55 AM PST @ Ballroom A
Resource Elasticity in Distributed Deep Learning
Andrew Or · Haoyu Zhang · Michael Freedman
Oral
Mon Mar 08:55 AM -- 09:20 AM PST @ Ballroom A
SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems
Beidi Chen · Tharun Medini · James Farwell · sameh gobriel · Charlie Tai · Anshumali Shrivastava
Oral
Mon Mar 09:20 AM -- 09:45 AM PST @ Ballroom A
FLEET: Flexible Efficient Ensemble Training for Heterogeneous Deep Neural Networks
Hui Guan · Laxmikant Kishor Mokadam · Xipeng Shen · Seung-Hwan Lim · Robert Patton
Oral
Mon Mar 09:45 AM -- 10:10 AM PST @ Ballroom A
Breaking the Memory Wall with Optimal Tensor Rematerialization
Paras Jain · Ajay Jain · Aniruddha Nrusimha · Amir Gholami · Pieter Abbeel · Joseph Gonzalez · Kurt Keutzer · Ion Stoica