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13 Feb 2018 Jahr - Training and Inference with Integers in Deep Neural Networks

Beschreibung:

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

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29 Mär 2020

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13 Feb 2018 Jahr

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~ 6 years and 3 months ago

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