Development of Quantized DNN Library for Exact Hardware Emulation

Masato Kiyama, Motoki Amagasaki, Masahiro Iida

Quantization is used to speed up execution time and save power when runnning Deep neural networks (DNNs) on edge devices like AI chips. To investigate the effect of quantization, w…