Deep Learning and GPU programming using OpenACC

Course/Event Essentials

Event/Course Start
Event/Course End
Event/Course Format
In person

Venue Information

Country: Germany
Venue Details: Click here

Training Content and Scope

Scientific Domain
Level of Instruction
Beginner
Intermediate
Sector of the Target Audience
Research and Academia
HPC Profile of Target Audience
Application Developers
Data Scientists
Language of Instruction

Other Information

Organiser
Event/Course Description

NVIDIA Deep Learning Institute (DLI) offers hands-on training for developers, data scientists, and researchers looking to solve challenging problems with deep learning.

Learn how to accelerate your applications with OpenACC, how to train and deploy a neural network to solve real-world problems, and how to effectively parallelize training of deep neural networks on Multi-GPUs.

The workshop combines lectures about Fundamentals of Deep Learning and Fundamentals of Deep Learning for Multi-GPUs with a lecture about Accelerated Computing with OpenACC.

The lectures are interleaved with many hands-on sessions using Jupyter Notebooks. The exercises will be done on a fully configured GPU-accelerated cluster in the cloud.

The first three days are organized in cooperation with LRZ (Germany) and Nvidia. All instructors are NVIDIA certified University Ambassadors. On the last day, you will learn more about DL on the systems at HLRS.