University of Cambridge > Talks.cam > RSE Seminars > High-performance Artificial Intelligence. Scaling DL on Supercomputers.

  Browse A-Z

Log in

University Account External (via Google)

🔐 Log In

Information on

Subscribing to talksdetails Finding a talkdetails Adding a talkdetails Disseminating talksdetails Help and Documentationdetails

ℹ️ Information

High-performance Artificial Intelligence. Scaling DL on Supercomputers.

Download to your calendar using vCal

If you have a question about this talk, please contact Chris Richardson .

UK researchers can make use of high-performance computing (HPC) clusters at a variety of UK universities. These clusters contain thousands of nodes connected to multi-petabyte file systems, that can deliver quadrillions of operations every second. A researcher taking advantage of these resources could train more sophisticated models, on more data, faster than would be otherwise possible. This talk explores the challenges of training large models on a modern distributed-memory cluster. We shall present the science applications that motivates and continues to inspire interest in this, describe how to setup DL training on an HPC cluster and present standard benchmark training results.

This talk is part of the RSE Seminars series.

This talk is included in these lists:

Note that ex-directory lists are not shown.

Other lists

Committee Room, Cavendish Laboratory English Faculty Lecture Room GR-06/07, 9 West Road, Sidgwick Site. SS03 William Gates Building

Other talks

A novel hereditary encephalopathy in four related Labrador Retrievers associated with a missense variant in the ALDH5A1 gene’ The Imagined Conflict: On Science and God Climate, uncertainty, and the slippery measurement of Antarctic ice Morning Break Content, Caching and Kubernetes: Performance and User Experience in the Browser Title TBC
 

© 2006-2025 Talks.cam, University of Cambridge. Contact Us | Help and Documentation | Privacy and Publicity