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 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.