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13 фев 2018 г. - Training and Inference with Integers in Deep Neural Networks
Описание:
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
Добавлено на ленту времени:
Quantization timeline
By
龚成
29 мар 2020
1
0
619
Дата:
13 фев 2018 г.
Сейчас
~ 6 гг и 3 мес назад
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