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SC20 Virtual Platform
Workshop: The 5th Deep Learning on Supercomputers Workshop
Event TypeWorkshop
Registration Categories
TimeWednesday, 11 November 202010am - 6:30pm EDT
LocationTrack 7
10:00am - 10:10am EDTDLS – Introduction: The 5th Deep Learning on Supercomputers Workshop
10:10am - 11:10am EDTAI for Science: AI + HPC
11:10am - 11:30am EDTDLS – Break
11:30am - 12:00pm EDTOnline-Codistillation Meets LARS: Going beyond the Limit of Data Parallelism in Deep Learning
12:00pm - 1:00pm EDTDLS – Lunch Break
1:00pm - 2:00pm EDTExploring the Limits of Concurrency in ML Training on Google TPUs
2:00pm - 2:30pm EDTDLS – Break
2:30pm - 3:00pm EDTTime-Based Roofline for Deep Learning Performance Analysis
3:00pm - 3:30pm EDTTowards a Scalable and Distributed Infrastructure for Deep Learning Applications
3:30pm - 4:00pm EDTDDLBench: Towards a Scalable Benchmarking Infrastructure for Distributed Deep Learning
4:00pm - 4:30pm EDTDLS – Break
4:30pm - 5:00pm EDTVandermonde Wave Function Ansatz for Improved Variational Monte Carlo
5:00pm - 5:30pm EDTTopiQAL: Topic-aware Question Answering Using Scalable Domain-Specific Supercomputers
5:30pm - 6:00pm EDTDeepGalaxy: Deducing the Properties of Galaxy Mergers from Images Using Deep Neural Networks
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