LayerQuantizationSettings

CLASS - LayerQuantizationSettings(

• weights_num_bits: int =  8
• activations_num_bits: int =  8
• skip_tail_quantization: Optional[bool] =  None
• automatic_skip_quantization: bool =  True
• quantization_sensitivity_threshold: Union[int, float, None] =  None
• skip_quantization: bool =  False
• skip_quantization_downstream: bool =  False
• skip_quantization_until: Union[str, Tuple[str], List[str], None] =  None

)

Ancestors - (BaseQATQuantizationSettings, BaseQuantizationSettings)

Quantization Settings for a specific Layer that can be set in Settings.

Class Variables

• skip_quantization (bool) - Whether or not to Skip Quantization for a specific Layer.
• skip_quantization_downstream (bool) - Whether or not to Skip Quantization for the current Layer and everything below it in the Graph.
• skip_quantization_until (Union[str, Tuple[str], List[str], None]) - Skip Quantization from the layer name the LayerQuantizationSettings is assigned to until another layer name