Binary quantized network training with sharpness-aware minimization

DOI10.1007/s10915-022-02064-7OpenAlexW4311036102MaRDI QIDQ2111176

Fengmiao Bian, Xiaoqun Zhang, Ren Liu

Publication date: 23 December 2022

Published in: Journal of Scientific Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10915-022-02064-7

zbMATH Keywords

binary quantized networksharpness-aware minimization

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Numerical mathematical programming methods (65K05)

Uses Software

• CIFAR
• ImageNet
• AlexNet
• GPipe
• EfficientNet
• XNOR-Net
• Faster R-CNN

Cites Work

• Unnamed Item
• Convergence of stochastic proximal gradient algorithm
• Multilayer feedforward neural networks with single powers-of-two weights
• BinaryRelax: A Relaxation Approach for Training Deep Neural Networks with Quantized Weights

This page was built for publication: Binary quantized network training with sharpness-aware minimization