Session - SC18

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Workshop: Deep Learning on Supercomputers

Event TypeWorkshop

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TimeFriday, November 16th8:30am - 12pm

LocationD167

Presentations

8:30am - 8:35am	Introduction - Deep Learning on Supercomputers - Welcome Organizers Zhao Zhang Ian T. Foster
8:35am - 9:20am	Keynote: Learning-Based Predictive Models: a New Approach to Integrating Large-Scale Simulations and Experiments Author/Presenter Brian C. Van Essen
9:20am - 9:40am	CANDLE Framework for Large Scale Deep Learning Author/Presenter Tom S. Brettin
9:40am - 10:00am	Fast and Accurate Deep Neural Networks Training on Distributed Systems Author/Presenter Yang You
10:00am - 10:30am	Workshop Morning Break
10:30am - 10:45am	Deep Learning at NERSC: Usability, Capability, and Everything in Between Author/Presenter Steve Farrell
10:45am - 11:00am	Artificial Intelligence Enabled Multiscale Molecular Simulations Author/Presenter Arvind Ramanathan
11:00am - 11:15am	Scalable and Distributed DNN Training on Modern HPC Systems Author/Presenter Dhabaleswar K. Panda
11:15am - 11:30am	High-Performance AI: A View from Systems and Frameworks Author/Presenter Judy Qiu
11:30am - 11:45am	Large Scale Deep Learning in PFN: from 15-Min Imagenet to PFDet Author/Presenter Hirochika Asai
11:45am - 12:00pm	Enabling Scalable and Efficient Deep Learning on Supercomputers Author/Presenter Zhao Zhang