Menu Close Button
Virtual Event FAQ
Schedule
Exhibitors
Students
Media
Program
Awards
Birds of a Feather
Early Career
Invited Talks
Keynote
More Than HPC Plenary
Panels
Papers
Posters
ACM Student Research Competition
Doctoral Showcase
Research Posters
Scientific Visualization & Data Analytics Showcase
Proceedings & Archives
State of the Practice Talks
Students@SC
Computing4Change
Guided Interest Groups
HPC Immersion
HPC in the City
Job Fair
Mentor–Protégé Matching
Student Cluster Competition
Student Tours
Student Volunteers
Student Volunteers FAQ
Students@SC Webinars
Tutorials
Workshops
Exhibits
Exhibit at SC
Exhibitor Forum
Exhibitor List
Recruit at the Job Fair
SCinet
All About SCinet
Cutting-Edge Technology
Experimental Networks
INDIS Workshop
Network Research Exhibition
SCinet History
Participate in SCinet
SCinet Contributors & Volunteer Organizations
SCinet Teams
Women in IT Networking at SC
Attend
Attendee Deadlines
Blog
Code of Conduct
Coronavirus & SC
Inclusivity
Demographics
International Attendees
Job Fair
Media
Media Partners
Media Registration
Photos & Logos
Mobile App
Navigating SC
Newsletter
Registration
Registration FAQ
Schedule
Virtual Event FAQ
Submit
Submission Deadlines
Exhibitor Forum Submissions
Volunteer
Planning Committee Applications
Search
Search
SC20 Is Everywhere
We Are
SC20 Virtual Platform
Virtual Event FAQ
Schedule
Exhibitors
Students
Media
Search
Search
Artboard 1
Program
Awards
Birds of a Feather
Early Career
Invited Talks
Keynote
More Than HPC Plenary
Panels
Papers
Posters
ACM Student Research Competition
Doctoral Showcase
Research Posters
Scientific Visualization & Data Analytics Showcase
Proceedings & Archives
State of the Practice Talks
Tutorials
Workshops
Students@SC
Computing4Change
Guided Interest Groups
HPC Immersion
HPC in the City
Job Fair
Mentor–Protégé Matching
Student Cluster Competition
Student Tours
Student Volunteers
Student Volunteers FAQ
Students@SC Webinars
Exhibits
Exhibit at SC
Exhibitor Forum
Exhibitor List
Recruit at the Job Fair
SCINET
All About SCinet
Cutting-Edge Technology
Experimental Networks
INDIS Workshop
Network Research Exhibition
Participate in SCinet
SCinet Contributors & Volunteer Organizations
SCinet History
SCinet Teams
Women in IT Networking at SC
Attend
Attendee Deadlines
Blog
Code of Conduct
Hotel Cancellations
Inclusivity
Demographics
International Attendees
Job Fair
Media
Media Partners
Photos & Logos
Media Registration
Mobile App
Navigating SC
Newsletter
Registration
Registration FAQ
Schedule
Virtual Event FAQ
Submit
Submission Deadlines
Conflict of Interest
Transparency and Reproducibility Initiative
AD/AE Appendix FAQ & Author Kit
Birds of a Feather Submissions
Early Career Applications
Exhibitor Forum Submissions
Network Research Exhibition Submissions
Panel Submissions
Panels FAQ
Paper Submissions
Papers FAQ
Double-Blind Review Policy
Poster Submissions
ACM SRC Submissions
Doctoral Showcase Submissions
Research Poster Submissions
SciViz Showcase Submissions
Posters FAQ
State of the Practice Talk Submissions
Students@SC Submissions
Test of Time Award Nominations
Tutorial Submissions
Tutorials FAQ
Volunteer
Planning Committee Applications
Women in IT Networking at SC Applications
Workshop Submissions
Workshops FAQ
Register
Menu Toggle Button
Home
Session
Session
Full
Program
·
Contributors
·
Organizations
·
Search
Program
Workshop:
The 5th Deep Learning on Supercomputers Workshop
Session Chairs
Valeriu Codreanu
SURFsara
Ian Foster
Argonne National Laboratory (ANL)
University of Chicago
Zhao Zhang
Texas Advanced Computing Center (TACC)
Event Type
Workshop
Registration Categories
W
Time
Wednesday, 11 November 2020
10am
-
6:30pm
EST
Location
Track 7
Presentations
10:00am
-
10:10am
EST
DLS – Introduction: The 5th Deep Learning on Supercomputers Workshop
Organizers
Zhao Zhang
Ian T. Foster
Valeriu Codreanu
10:10am
-
11:10am
EST
AI for Science: AI + HPC
Presenter
Rick Stevens
11:10am
-
11:30am
EST
DLS – Break
11:30am
-
12:00pm
EST
Online-Codistillation Meets LARS: Going beyond the Limit of Data Parallelism in Deep Learning
Author/Presenters
Shogo Murai
Hiroaki Mikami
Masanori Koyama
Shuji Suzuki
Takuya Akiba
12:00pm
-
1:00pm
EST
DLS – Lunch Break
1:00pm
-
2:00pm
EST
Exploring the Limits of Concurrency in ML Training on Google TPUs
Presenter
Sameer Kumar
2:00pm
-
2:30pm
EST
DLS – Break
2:30pm
-
3:00pm
EST
Time-Based Roofline for Deep Learning Performance Analysis
Author/Presenters
Yunsong Wang
Charlene Yang
Steven Farrell
Yang Zhang
Thorsten Kurth
Samuel Williams
3:00pm
-
3:30pm
EST
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications
Author/Presenters
Bita Hasheminezhad
Shahrzad Shirzad
Nanmiao Wu
Patrick Diehl
Hannes Schulz
Hartmut Kaiser
3:30pm
-
4:00pm
EST
DDLBench: Towards a Scalable Benchmarking Infrastructure for Distributed Deep Learning
Author/Presenters
Matthijs S. Jansen
Valeriu Codreanu
Ana-Lucia Varbanescu
4:00pm
-
4:30pm
EST
DLS – Break
4:30pm
-
5:00pm
EST
Vandermonde Wave Function Ansatz for Improved Variational Monte Carlo
Author/Presenters
Alberto Acevedo
Michael Curry
Brett Leroux
Shantanu Joshi
Nicholas Malaya
5:00pm
-
5:30pm
EST
TopiQAL: Topic-aware Question Answering Using Scalable Domain-Specific Supercomputers
Author/Presenters
Hamsa Shwetha Venkataram
Chris A. Mattmann
Scott Penberthy
5:30pm
-
6:00pm
EST
DeepGalaxy: Deducing the Properties of Galaxy Mergers from Images Using Deep Neural Networks
Author/Presenters
Maxwell X. Cai
Jeroen Bédorf
Vikram A. Saletore
Valeriu Codreanu
Damian Podareanu
Adel Chaibi
Penny X. Qian
Back To Top Button