qconfig

horizon_plugin_pytorch.quantization.get_qconfig (observer: ~typing.Type[~horizon_plugin_pytorch.quantization.observer_v2.ObserverBase] = <class 'horizon_plugin_pytorch.quantization.observer_v2.MinMaxObserver'>, in_dtype: ~torch.dtype | ~horizon_plugin_pytorch.dtype.QuantDType | None = None, weight_dtype: ~torch.dtype | ~horizon_plugin_pytorch.dtype.QuantDType | None = 'qint8', out_dtype: ~torch.dtype | ~horizon_plugin_pytorch.dtype.QuantDType | None = 'qint8', fix_scale: bool = False)

Get qconfig.

  • Parameters:
    • observer (Type[ObserverBase]) – observer type for input and output. Support MinMaxObserver and MSEObserver
    • in_dtype (Union[dtype, QuantDType, None]) – input dtype.
    • weight_dtype (Union[dtype, QuantDType, None]) – weight dtype.
    • out_dtype (Union[dtype, QuantDType, None]) – output dtype.
    • fix_scale (bool) – Whether fix input/output scale.