Advanced Deep Learning Workshop for Multi-GPU

Enterprises & SME Research & Science
Advanced Deep Learning Workshop for Multi-GPU

Overview

To help organizations solve the most challenging problems using AI and deep learning NVIDIA Deep Learning Institute (DLI), Cray and HLRS are organizing a 1-day workshop on Deep Learning which combines business presentations and practical hands-on sessions.

In this Deep Learning workshop you will learn how to design and train neural networks on multi-GPU systems.

This workshop is offered free of charge but numbers are limited.
The workshop will be run in English.

Please note that this is an advanced course for Deep Learning that requires experience with stochastic gradient descent mechanics. If you have no previous experience in Deep Learning please attend the DLI online courses, for example: https://courses.nvidia.com/courses/course-v1:DLI+C-FX-01+V2/about

 

 

Program
Agenda

8:30 - Arrival, welcome and coffee
9:00 - Executive presentations by Cray and NVIDIA
9:45 - Set up for Hands-on Workshop
10:00 - Hands-on Exercise: Theory of Data Parallelism
12:00 - Lunch
13:00 - Hands-on Exercise: Algorithmic Challenges of Multi-GPU training
15:00 - Break
15:15 - Hands-on Exercise: Engineering Challenges of Multi-GPU training
17:15 - Closing Comments & Questions
17:30 - End 

Language
Language

English

Registration

via registration link at the eventbrite course page.

Fee
Fee

This workshop is offered free of charge thanks to the partnership of Cray and NVIDIA DLI.

Organization

Travel Information and Accommodation

see our How to find us page.

PRACE PATC and bwHPC-C5

HLRS is part of the Gauss Centre for Supercomputing (GCS), which is one of the six PRACE Advanced Training Centres (PATCs) that started in Feb. 2012.
HLRS is also member of the Baden-Württemberg initiative bwHPC-C5.
This course is provided within the framework of the bwHPC-C5 user support. This course is not part of the PATC curriculum and is not sponsored by the PATC program.

Local Organizer

Rolf Rabenseifner phone 0711 685 65530, rabenseifner@hlrs.de
Lucienne Dettki phone 0711 685 63894, dettki@hlrs.de