1.

Record Nr.

UNISA996574637103316

Titolo

2020 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) and Workshop on Artificial Intelligence and Machine Learning for Scientific Applications (AI4S) / / Institute of Electrical and Electronics Engineers

Pubbl/distr/stampa

Piscataway, New Jersey : , : IEEE, , 2020

ISBN

1-66542-291-2

Descrizione fisica

1 online resource (103 pages)

Disciplina

006.31

Soggetti

Machine learning

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Sommario/riassunto

This workshop is to bring together researchers, practitioners, and scientific communities to discuss methods that utilize extreme scale systems for machine learning This workshop will focus on the greatest challenges in utilizing HPC for machine learning and methods for exploiting data parallelism, model parallelism, ensembles, and parameter search We invite researchers and practitioners to participate in this workshop to discuss the challenges in using HPC for machine learning and to share the wide range of applications that would benefit from HPC powered machine learning.