To help organizations solve the most challenging problems using AI and deep learning, Cray and NVIDIA Deep Learning Institute are organising a 2-days workshop on Deep Learning which combines business presentations and practical hands-on sessions.

This workshop is offered free of charge thanks to the partnership of Cray and NVIDIA DLI and numbers are limited. The workshop will be run in English

Agenda:

May 4 - Day 1

8:00 - Arrival, welcome and coffee
9:00 - Deep Learning Demystified (lecture)
10:30 - Getting Started with Deep Learning (lab)
How to leverage deep neural networks (DNN) within the deep learning workflow to solve a real-world image classification problem using NVIDIA DIGITS
12:30 - Lunch Break
13:30 - Approaches to Object Detection (lab)
How to detect objects using neural networks trained on real-world datasets
15:30 - Break
16:30 - Why organizations are investing in Deep Learning - presentations
HLRS - Michael Resch
Cray - Pascal Barbolosi
NVIDIA - Gunter Roeth
ESI - Cristian Tanasescu
Daimler - Jürgen Kohler
18:00 - End of Day 1

May 5 - Day 2
8:00 - Arrival and coffee
8:30 - Recap Day 1
9:00 - Deep Learning for Image Segmentation (lab)
How to train and evaluate an image segmentation network using TensorFlow
11:00 - Neural Network Deployment (lab)
Three approaches for neural network deployment: DIGITS and Caffe, Caffe, through its Python API and NVIDIA TensorRT
13:00 - Lunch
14:00 - End of Day 2

Registrations are closed

Deep Learning Workshop - HLRS