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ISCA'18 Prediction based execution on Deep Neural Networks
时间 2021-01-02
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提出了一种基于预测(prediction based)的DNN执行模型,无精度损失。主要预测做法是在计算时对I或W的高低位拆分,利用高位预测,利用低位计算。 USPE:统一的串行PE,解决了高低位宽度不同的问题,减小面积开销 scale-out Design:我的理解是探索合适的复用方法,既能有比较大的利用率,又能使得memory access不是瓶颈。 图1:理论上可以跳过的0。我对此表示疑惑,
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