Neural nets with a Newton conjugate gradient method on multiple GPUs

DOI10.1007/978-3-031-30442-2_11arXiv2208.02017MaRDI QIDQ6135465

Severin Reiz, Tobias Neckel, Hans-Joachim Bungartz

Publication date: 25 August 2023

Published in: Parallel Processing and Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2208.02017

zbMATH Keywords

numerical methodsmachine learningdeep learningdata parallelismsecond-order optimization

Mathematics Subject Classification ID

Parallel algorithms in computer science (68W10) Research exposition (monographs, survey articles) pertaining to numerical analysis (65-02) Parallel numerical computation (65Y05)

Cites Work

• Numerical Optimization
• Fast Approximation of the Gauss--Newton Hessian Matrix for the Multilayer Perceptron
• An Introduction to Variational Autoencoders
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