MinMaxObserver
class torch.quantization.observer.MinMaxObserver(dtype=torch.quint8, qscheme=torch.per_tensor_affine, reduce_range=False, quant_min=None, quant_max=None, factory_kwargs=None, eps=1.1920928955078125e-07)
Observer module for computing the quantization parameters based on
   the running min and max values.
This observer uses the tensor min/max statistics to compute the
   quantization parameters. The module records the running minimum and
   maximum of incoming tensors, and uses this statistic to compute the
   quantization parameters.
Parameters:
      * dtype -- dtype argument to the quantize node needed to
        implement the reference model spec.
  * **qscheme** -- Quantization scheme to be used

  * **reduce_range** -- Reduces the range of the quantized data
    type by 1 bit

  * **quant_min** -- Minimum quantization value. If unspecified,
    it will follow the 8-bit setup.
