Greedy Search Algorithm for Mixed Precision in Post-Training Quantization of Convolutional Neural Network Inspired by Submodular Optimization

Satoki Tsuji, Hiroshi Kawaguchi, Atsuki Inoue, Yasufumi Sakai, Fuyuka Yamada. Greedy Search Algorithm for Mixed Precision in Post-Training Quantization of Convolutional Neural Network Inspired by Submodular Optimization. In Vineeth N. Balasubramanian, Ivor W. Tsang, editors, Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event. Volume 157 of Proceedings of Machine Learning Research, pages 886-901, PMLR, 2021. [doi]

Abstract

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