QuantScheme

class qlip.quantization.QuantScheme(type=<factory>, n_bit=8, symmetric=False)

Bases: Mapping

Class which keeps information about quantization scheme. This class is used in qlip.quantization.quantizers.BaseQuantizer interface to evaluate current scale parameter value.

Variables

  • type (str) – Allows values: int, uint and float. Default is int.

  • n_bit (int) – Number of bits for quantization. Default is 8.

  • symmetric (bool) – Allows values: True and False. Default is False.