Skip to yearly menu bar Skip to main content


(4 events)   Timezone:  
Show all
Toggle Poster Visibility
Oral
Mon Mar 02 08:30 AM -- 08:55 AM (PST) @ Ballroom A
Resource Elasticity in Distributed Deep Learning
In Efficient Model Training
Andrew Or · Haoyu Zhang · Michael None Freedman
Oral
Mon Mar 02 08:55 AM -- 09:20 AM (PST) @ Ballroom A
SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems
In Efficient Model Training
Beidi Chen · Tharun Medini · James Farwell · sameh gobriel · Charlie Tai · Anshumali Shrivastava
Oral
Mon Mar 02 09:20 AM -- 09:45 AM (PST) @ Ballroom A
FLEET: Flexible Efficient Ensemble Training for Heterogeneous Deep Neural Networks
In Efficient Model Training
Hui Guan · Laxmikant Kishor Mokadam · Xipeng Shen · Seung-Hwan Lim · Robert Patton
Oral
Mon Mar 02 09:45 AM -- 10:10 AM (PST) @ Ballroom A
Breaking the Memory Wall with Optimal Tensor Rematerialization
In Efficient Model Training
Paras Jain · Ajay Jain · Aniruddha Nrusimha · Amir Gholami · Pieter Abbeel · Joseph Gonzalez · Kurt Keutzer · Ion Stoica