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Trained Ternary Quantization
時間 2020-12-20
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本文是在TWQ(Ternary Weight Quantization)的基礎上做出的改進,其流程可以簡單概括爲: 首先將全精度權重正則化到[-1,1]之間,然後根據一個每層相同的閾值t來進行量化(這裏使用統一的t是爲了縮小搜索空間,用每個通道不同的t應該能得到更好的表現,但感覺會增加過多的計算消耗)爲-1,0和1,最後分別乘以Wn和Wp作爲結果計算loss,再通過梯度下降更新Wn、Wp和原始梯度
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