seagater / sdl_workshop

The ALCF hosts a regular simulation, data, and learning workshop to help users scale their applications. This repository contains the examples used in the workshop.

ALCF: Simulation, Data, and Learning Workshop

October 4 - 6, 2022

Agenda: https://www.alcf.anl.gov/events/2022-alcf-simulation-data-and-learning-workshop

The ALCF regularly hosts a simulation, data, and learning workshop to help users scale their applications. We are currently updating the content for the 2022 agenda.

The repo is divided by the workshop sessions:

Day 1

• Programming Models

Day 2

• Learning Frameworks
• Distributed Deep Learning
• Building Data Pipelines
• Hyperparameter Management
• Profiling Deep Learning

Day 3

• Integrating Al and Simulations
• Workflows

Plus bonus material that we will not cover during the workshop:

• Supplementary machine learning materials

Please clone the repo while on a Theta or Polaris login node:

git clone https://github.com/argonne-lcf/sdl_workshop.git