Using machine learning to model the training scalability of convolutional neural networks on clusters of GPUs

DOI10.1007/S00607-021-00997-9zbMath1519.68209OpenAlexW3196921579MaRDI QIDQ6161033

Sergio Barrachina, Mar Catalán, Jose I. Mestre, Manuel F. Dolz, Adrián Castelló

Publication date: 2 June 2023

Published in: Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00607-021-00997-9

zbMATH Keywords

clustersGPUsanalytical modelingdeep neural networksdistributed trainingmulti-layer perceptron-based modeling

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Learning and adaptive systems in artificial intelligence (68T05)

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