Mila::Dnn::GeluConfig Class Reference

Configuration class for GELU module. More...

Inheritance diagram for Mila::Dnn::GeluConfig:

Collaboration diagram for Mila::Dnn::GeluConfig:

Public Member Functions
void	fromMetadata (const SerializationMetadata &meta) override
	Populate configuration from provided metadata.
ApproximationMethod	getApproximationMethod () const
	Get the configured approximation method.
SerializationMetadata	toMetadata () const override
	Convert configuration into framework metadata.
std::string	toString () const override
	Produce a short, human-readable summary of this configuration.
void	validate () const override
	Validate configuration parameters.
template<typename Self>
Self &&	withApproximationMethod (this Self &&self, ApproximationMethod method)
	Configure the approximation method for GELU computation.
Public Member Functions inherited from Mila::Dnn::ComponentConfig
virtual	~ComponentConfig ()=default
	Virtual destructor for polymorphic base.

Private Attributes
ApproximationMethod	approximation_method_ = ApproximationMethod::Tanh

Detailed Description

Configuration class for GELU module.

Provides a type-safe fluent interface for configuring GELU modules.

Examples

/__w/Mila/Mila/Mila/Src/Dnn/Components/Activations/Gelu/Gelu.ixx.

Member Function Documentation

fromMetadata()

void Mila::Dnn::GeluConfig::fromMetadata ( const SerializationMetadata & meta )

inlineoverridevirtual

Populate configuration from provided metadata.

Missing keys are ignored leaving defaults intact. Unknown approximation method strings result in std::invalid_argument.

Parameters

meta	Metadata to read configuration values from.

Implements Mila::Dnn::ComponentConfig.

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getApproximationMethod()

ApproximationMethod Mila::Dnn::GeluConfig::getApproximationMethod ( ) const

inline

Get the configured approximation method.

Returns

ApproximationMethod The approximation method

Examples

/__w/Mila/Mila/Mila/Src/Dnn/Components/Activations/Gelu/Gelu.ixx.

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toMetadata()

SerializationMetadata Mila::Dnn::GeluConfig::toMetadata ( ) const

inlineoverridevirtual

Convert configuration into framework metadata.

Includes base fields (precision) and GELU-specific options.

Returns

SerializationMetadata Metadata representing this configuration.

Implements Mila::Dnn::ComponentConfig.

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toString()

std::string Mila::Dnn::GeluConfig::toString ( ) const

inlineoverridevirtual

Produce a short, human-readable summary of this configuration.

Suitable for logging and debugging.

Returns

std::string Human-readable summary of the configuration.

Implements Mila::Dnn::ComponentConfig.

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validate()

void Mila::Dnn::GeluConfig::validate ( ) const

inlineoverridevirtual

Validate configuration parameters.

Implementations must throw std::invalid_argument on invalid configuration.

Implements Mila::Dnn::ComponentConfig.

Examples

/__w/Mila/Mila/Mila/Src/Dnn/Components/Activations/Gelu/Gelu.ixx.

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withApproximationMethod()

template<typename Self>

Self && Mila::Dnn::GeluConfig::withApproximationMethod ( this Self && self, ApproximationMethod method )

inline

Configure the approximation method for GELU computation.

Note: Currently, only the Tanh approximation method is supported.

Template Parameters

Self	Deduction of the concrete config type via C++23 explicit object parameter

Parameters

method

The approximation method to use

Returns

Self&& Reference to this for method chaining

Examples

/__w/Mila/Mila/Mila/Src/Dnn/Components/Activations/Gelu/Gelu.ixx.

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Member Data Documentation

approximation_method_

ApproximationMethod Mila::Dnn::GeluConfig::approximation_method_ = ApproximationMethod::Tanh

private

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The documentation for this class was generated from the following file:

• /__w/Mila/Mila/Mila/Src/Dnn/Components/Activations/Gelu/Gelu.Config.ixx