Term Revealing: Furthering Quantization at Run Time on Quantized DNNs

13 Jul 2020 H. T. Kung Bradley McDanel Sai Qian Zhang

We present a novel technique, called Term Revealing (TR), for furthering quantization at run time for improved performance of Deep Neural Networks (DNNs) already quantized with conventional quantization methods. TR operates on power-of-two terms in binary expressions of values... (read more)

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