NITI: Training Integer Neural Networks Using Integer-only Arithmetic

28 September 2020

Papers citing "NITI: Training Integer Neural Networks Using Integer-only Arithmetic"

5 / 5 papers shown

Title
PRIOT: Pruning-Based Integer-Only Transfer Learning for Embedded Systems Honoka Anada Sefutsu Ryu Masayuki Usui Tatsuya Kaneko Shinya Takamaeda-Yamazaki 52 1 0 21 Mar 2025
Mathematical Challenges in Deep Learning V. Nia Guojun Zhang I. Kobyzev Michael R. Metel Xinlin Li ... S. Hemati M. Asgharian Linglong Kong Wulong Liu Boxing Chen AI4CE VLM 37 1 0 24 Mar 2023
Variants of SGD for Lipschitz Continuous Loss Functions in Low-Precision Environments Michael R. Metel 25 1 0 09 Nov 2022
Is Integer Arithmetic Enough for Deep Learning Training? Alireza Ghaffari Marzieh S. Tahaei Mohammadreza Tayaranian M. Asgharian V. Nia MQ 11 16 0 18 Jul 2022
Training High-Performance and Large-Scale Deep Neural Networks with Full 8-bit Integers Yukuan Yang Shuang Wu Lei Deng Tianyi Yan Yuan Xie Guoqi Li MQ 99 110 0 05 Sep 2019