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20152022
most citedInteger Quantization for Deep Learning Inference: Principles and Empirical Evaluation

220 citations · 441 across the 10 of their papers we have counts for

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cs.DC2017

Loom: Exploiting Weight and Activation Precisions to Accelerate Convolutional Neural Networks

Sayeh Sharify, Alberto Delmas Lascorz, Kevin Siu +2

Loom (LM), a hardware inference accelerator for Convolutional Neural Networks (CNNs) is presented. In LM every bit of data precision that can be saved translates to proportional pe…