Towards Efficient Verification of Quantized Neural Networks

Pei Huang, Haoze Wu, Yuting Yang +4

Quantization replaces floating point arithmetic with integer arithmetic in deep neural network models, providing more efficient on-device inference with less power and memory. In t…