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Deep Learning at Scale

Deep Learning at Scale
October 28, 2021
1:00 – 5:00 pm EST

Presenters: Junqi Yin & Aristeidis Tsaris, Oak Ridge Leadership Computing Facility.

In this tutorial, an overview of deep learning communication libraries will be given.
Discussions will cover the practice and performance of distributed deep learning on Summit.

The hands-on session will cover examples of parallelizing serial training codes,
and profiling and optimizing the performance.

Summit will be used for this training event and participants must have an existing account to participate in the hands-on exercises.

If you have any questions, please contact Suzanne Parete-Koon (paretekoonst@ornl.gov).

Registration

Agenda
  • Overview of Distributed DL Training
  • Understand DL Performance
  • Summit DL Environment and Performance Baselines
  • Optimize DL at Scale
  • Hands on
Remote Connection Details

Join ZoomGov Meeting

https://exascaleproject.zoomgov.com/j/1613577218?pwd=aVNnTzJQL3B5c29UbkRSM283QkJqdz09

 

Meeting ID: 161 357 7218

Password: 529866

 

Presentations

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Survey

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Date

Oct 28 2021

Time

1:00 pm - 5:00 pm

Location

Webcast
Category

Organizer

Suzanne Parete-Koon
Phone
865-576-6599
Email
paretekoonst@ornl.gov
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