Settings

CLASS - Settings(

• training_settings: TrainingSettings =  |factory|
• global_quantization_settings: BaseQATQuantizationSettings =  |factory|
• deployment_settings: Optional[BaseDeploymentSettings] =  None
• layer_settings: Optional[Dict[str, LayerSettings]] =  |factory|

)

This Dataclass holds all the information necessary to run CLIKA Compression.

Class Variables

• deployment_settings (Optional[BaseDeploymentSettings]) - Deployment Settings that are applied Globally. Must be set.
• global_quantization_settings (BaseQATQuantizationSettings) - Quantization Settings that are applied Globally
• layer_settings (Optional[Dict[str, LayerSettings]]) - Settings that are applied for specific Layers.
• training_settings (TrainingSettings) - Training Settings

Methods

get_layer_settings

get_layer_settings(self,

• name: str

) ‑> Optional[LayerSettings]

Parameters:

• name (str) - Name of Layer

Returns:

 Optional[LayerSettings]: The Layer Settings for the given Layer with the name argument

set_layer_settings

set_layer_settings(self,

• name: str
• settings: LayerSettings

) ‑> None

Parameters:

• name (str) - Name of Layer
• settings (LayerSettings) - Settings of the Layer.

set_quantization_settings_for_layer

set_quantization_settings_for_layer(self,

• name: str
• settings: BaseQuantizationSettings

) ‑> None

Parameters:

• name (str) - name of the Layer
• settings (BaseQuantizationSettings) - The Quantization Settings for a specific Layer.

Returns:

 None: