ALCF DeepHyper Automated Machine Learning Workshop, July 15, 2022

Introduction

The Argonne Leadership Computing Facility will host a hands-on training session on DeepHyper (https://github.com/deephyper/deephyper), a distributed automated machine learning (AutoML) software package for automating the design and development of deep neural networks for scientific and engineering applications.

DeepHyper seeks to bring a scientifically rigorous automated approach to neural network model development by reducing the manually intensive, cumbersome, ad hoc, trial-and-error efforts. 

DeepHyper can run on a laptop, medium range clusters, and supercomputers with thousands of compute units (GPUs). The agenda includes running DeepHyper at scale on Perlmutter.

Event Details and Registration

Please see more the workshop agenda and register on the ALCF event page.  The registration deadline is Friday, July 8, 2022.

Materials

• DeepHyper GitHub repo
• DeepHyper Documentations
• Workshop Agenda and Recordings