Recurrence of optimum for training weight and activation quantized networks

DOI10.1016/j.acha.2022.07.006OpenAlexW3113160551MaRDI QIDQ2105102

Penghang Yin, Jack X. Xin, Ziang Long

Publication date: 8 December 2022

Published in: Applied and Computational Harmonic Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2012.05529

zbMATH Keywords

neural networksquantizationdiscrete optimiztionstraight-through estimator

Mathematics Subject Classification ID

Computer science (68-XX) Operations research, mathematical programming (90-XX)

Uses Software

• CIFAR
• ImageNet
• XNOR-Net

Cites Work

• Unnamed Item

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