abao1999 / sdl_ai_workshop

The ALCF hosts a regular simulation, data, and learning workshop to help users scale their data science workflows. This workshop agenda repo focuses on AI capabilities at scale.

ALCF: Simulation, Data, and Learning Workshop for AI

Dec 8 - 10, 2020

Agenda: https://www.alcf.anl.gov/events/2020-alcf-simulation-data-and-learning-workshop

The ALCF regularly hosts a simulation, data, and learning workshop to help users scale their data science workflows. This workshop focuses on AI capabilities at scale.

The repo is divided by the workshop sessions:

• Introductory material (review on your own prior to workshop)
• Distributed Deep Learning
• Building Effective Data Pipelines for CPU/GPU systems
• Hyperparameter Optimization using DeepHyper on ALCF Systems
• Profiling Deep Learning applications
• Integrating inference in to simulation

Please clone the repo while on a Theta login node:

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