Argonne Leadership Computing Facility

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The ALCF provides users with access to supercomputing resources that are significantly more powerful than systems typically used for open scientific research.

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The Argonne Leadership Computing Facility enables breakthroughs in science and engineering by providing supercomputing resources and expertise to the research community.
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Support Center

The ALCF Support Center assists users with support requests related to their ALCF projects.

Help Desk
Hours: 9:00am-5:00pm CT M-F
Email: support@alcf.anl.gov
Guides
Featured: Get Started

Neural Architecture Search (NAS) and Uncertainty Quantification (UQ) with DeepHyper

Help Desk

Email: support@alcf.anl.gov

Slides

Published 10/07/2021

Systems Theta, ThetaGPU

Egele - NAS and UQ with DeepHyper.pdf

pdf (18.14 MB)

Download

ALCF's Romain Egele and Prasanna Balaprakash discuss Neural Architecture Search (NAS) and Uncertainty Quantification (UQ) with DeepHyper.

Presenter

Prasanna Balaprakash, Argonne National Laboratory

Romain Egele, Argonne National Laboratory

Systems

Software

Machine Learning

Leadership Computing Resources

Featured: Aurora

Computational Science

Featured: Engineering

Growing the HPC Community

Accelerating Science

Support Center

Featured: Get Started

Neural Architecture Search (NAS) and Uncertainty Quantification (UQ) with DeepHyper

Help Desk

Egele - NAS and UQ with DeepHyper.pdf

Training Assets: Machine Learning

Introduction To AI Training on ThetaGPU Supercomputer and Machine Learning

Neural Architecture Search (NAS) and Uncertainty Quantification (UQ) with DeepHyper

Integrating AI and Simulations

Building Deep Learning Applications for Big Data Using BigDL and Analytics Zoo

Scientific Domain-Informed Machine Learning

Spark Tips and Tricks including Alchemist