Quantization Symmetry

Symmetric/Asymmetric Quantization is primarily used to describe the quantization of integers. Symmetric Quantization involves scaling the data by a fixed scaling factor, and the zero-point is generally set at zero. Asymmetric Quantization uses a scaling factor and a zero-point that can shift, allowing the zero of the quantized data to represent a value other than zero.