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Hardware-efficient stochastic rounding unit design for DNN training: late breaking results.
Sung-En Chang
Geng Yuan
Alec Lu
Mengshu Sun
Yanyu Li
Xiaolong Ma
Zhengang Li
Yanyue Xie
Minghai Qin
Xue Lin
Zhenman Fang
Yanzhi Wang
Published in:
DAC (2022)
Keyphrases
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control unit
case study
low cost
neural network
training process
hardware and software
embedded systems
approximation algorithms
computer systems
real time
efficient implementation
design principles
upper bound
engineering design
learning algorithm
single chip
digital circuits