LayerActivationNormalization

class deeplay.blocks.lan.LayerActivationNormalization(*args, **kwargs)

Bases: SequentialBlock

Methods Summary

configure()

Configures the module with specified arguments.

Methods Documentation

configure(**kwargs: Module) → None

configure(order: List[str] | None, layer: Module | None, activation: Module | None, **kwargs: Module) → None

configure(name: Literal['layer'], *args, **kwargs) → None

configure(name: Literal['activation'], *args, **kwargs) → None

configure(name: Literal['normalization'], *args, **kwargs) → None

configure(name: str, *args, **kwargs: Any) → None

Configures the module with specified arguments.

This method allows dynamic configuration of the module’s properties and behaviors. It can be used to set or modify the attributes and parameters of the module and, if applicable, its child modules. The method intelligently handles both direct attribute configuration and delegation to child modules’ configure methods.

Parameters

*argsAny

Positional arguments specifying the configuration settings. When the first argument is a string matching a configurable attribute, the method expects either one or two arguments: the attribute name and, optionally, its value. If the attribute is itself a DeeplayModule, subsequent arguments are passed to its configure method.

**kwargsAny

Keyword arguments for configuration settings. If provided, these are used to update the module’s configuration directly.

Raises

ValueError

Raised if a configuration key is not recognized as a valid configurable for the module or if the provided arguments do not match the expected pattern for configuration.

Example Usage

To configure a single attribute: ` module.configure('attribute_name', attribute_value) # or module.configure(attribute_name=attribute_value) `

To configure multiple attributes using keyword arguments: ` module.configure(attribute1=value1, attribute2=value2) `

To configure a child module’s attribute: ` module.configure('child_module_attribute', child_attribute=child_attribute_value) # or module.child_module.configure(child_attribute=child_attribute_value) `