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feb 13, 2018 - Training and Inference with Integers in Deep Neural Networks

Description:

提出在训练和推理阶段都是用定点数,分别对WAGE进行定点数量化,使用8位精度权值训练,2bit权值推理以实现更低权值位宽的量化,使用8位激活值,8位ERROR,即激活值的梯度,以及8位权值梯度,实现了全整型的网络训练和推理

Added to timeline:

29 Mar 2020
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Date:

feb 13, 2018
Now
~ 7 years and 4 months ago