The International Conference for High Performance Computing, Networking, Storage and Analysis

SC17

The International Conference for High Performance Computing, Networking, Storage and Analysis

Conference Dates: November 12-17, 2017 • Exhibition Dates: November 13-16, 2017
Colorado Convention Center

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Session

Paper: Deep Learning
Session Chair
Sally Ellingson
University of Kentucky
Event TypePaper
Tags
Accelerators
Applications
Deep Learning
Machine Learning
TimeTuesday, November 14th10:30am - 12pm
Location402-403-404
Presentations
10:30am - 11:00am Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data
Authors
Thorsten Kurth
Jian Zhang
Nadathur Satish
Evan Racah
Ioannis Mitliagkas
Md Mostofa Patwary
Tareq Malas
Narayanan Sundaram
Wahid Bhimji
Mikhail E. Smorkalov
Jack Deslippe
Mikhail Shiryaev
Srinivas Sridharan
Mr Prabhat
Pradeep Dubey
11:00am - 11:30am Understanding Error Propagation in Deep Learning Neural Network (DNN) Accelerators and Applications
Authors
Guanpeng Li
Siva Hari
Michael Sullivan
Timothy Tsai
Karthik Pattabiraman
Joel Emer
Stephen Keckler
11:30am - 12:00pm Scaling Deep Learning on GPU and Knights Landing Clusters
Authors
Yang You
Aydin Buluc
James Demmel