Mila::Dnn::GatedDeltaRuleConfig Class Reference

Inheritance diagram for Mila::Dnn::GatedDeltaRuleConfig:

Public Member Functions
	GatedDeltaRuleConfig (dim_t num_key_heads, dim_t num_value_heads, dim_t head_key_dim, dim_t head_value_dim)
void	fromMetadata (const SerializationMetadata &meta) override
	Populate configuration from provided metadata.
dim_t	getHeadGroupSize () const noexcept
	Value heads served by each key head (27B: 3).
dim_t	getHeadKeyDim () const noexcept
dim_t	getHeadValueDim () const noexcept
dim_t	getKeyWidth () const noexcept
	Width of the q and k projections: num_key_heads * head_key_dim.
dim_t	getNumKeyHeads () const noexcept
dim_t	getNumValueHeads () const noexcept
dim_t	getStateElementsPerBatch () const noexcept
	Carried state elements per batch item: heads * head_key_dim * head_value_dim.
dim_t	getValueWidth () const noexcept
	Width of the v projection and of the output: num_value_heads * head_value_dim.
SerializationMetadata	toMetadata () const override
	Convert configuration into a SerializationMetadata object.
std::string	toString () const override
	Produce a short, human-readable summary of the configuration.
void	validate () const override
	Validate configuration parameters.
Public Member Functions inherited from Mila::Dnn::ComponentConfig
virtual	~ComponentConfig ()=default
	Virtual destructor for polymorphic base.

Member Function Documentation

fromMetadata()

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

inlineoverridevirtual

Populate configuration from provided metadata.

Implementations should read available keys and leave missing keys at their current/default values to preserve forward/backward compatibility.

Parameters

meta	Metadata to read configuration values from.

Implements Mila::Dnn::ComponentConfig.

toMetadata()

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

inlineoverridevirtual

Convert configuration into a SerializationMetadata object.

Implementations should include any fields required to fully reconstruct the configuration via fromMetadata.

Returns

SerializationMetadata Metadata representation of the config.

Implements Mila::Dnn::ComponentConfig.

toString()

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

inlineoverridevirtual

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

Implementations should return a compact, single-line description suitable for logging and debugging.

Returns

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

Implements Mila::Dnn::ComponentConfig.

validate()

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

inlineoverridevirtual

Validate configuration parameters.

Called by callers to ensure the configuration represents a valid, constructible component. Implementations must throw std::invalid_argument (or a derived exception) when validation fails.

Exceptions

std::invalid_argument

If the configuration is invalid.

Implements Mila::Dnn::ComponentConfig.

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

• Mila/Src/Dnn/Components/DeltaNet/GatedDeltaRule.Config.ixx