Jaeyong Jang

Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic

Even though floating point (FP) numbers have been adopted as a de facto standard data format for deep learning computing, the complexity of FP arithmetic impedes a broader deployment of Deep Neural Networks (DNNs). Recent works such as quantization have attempted to replace the FP matrix multiplicat…