Mixed-Precision Quantization for Deep Vision Models with Integer Quadratic Programming

Zihao Deng, Sayeh Sharify, Xin Wang +1

Quantization is a widely used technique to compress neural networks. Assigning uniform bit-widths across all layers can result in significant accuracy degradation at low precision…