FP=xINT:Representing Neural Networks via Low-Bit Series Basis Functions

Boyang Zhang, Daning Cheng, Yunquan Zhang +3

Post-Training Quantization (PTQ) converts pre-trained Full-Precision (FP) models into quantized versions without training. While existing methods reduce size and computational cost…