Mila::Dnn::LpeConfig Class Reference

Configuration class for the Learned Positional Encoder. More...

Inheritance diagram for Mila::Dnn::LpeConfig:

Public Member Functions
void	fromMetadata (const SerializationMetadata &meta) override
	Populate configuration from serialization metadata.
dim_t	getEmbeddingDim () const
	Get the configured embedding dimension.
dim_t	getMaxSequenceLength () const
	Get the configured maximum sequence length.
dim_t	getVocabularyLength () const
	Get the configured vocabulary length.
SerializationMetadata	toMetadata () const override
	Convert configuration to serialization 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>
decltype(auto)	withEmbeddingDim (this Self &&self, dim_t embedding_dim)
	C++23-style fluent setter for embedding dimension.
template<typename Self>
decltype(auto)	withMaxSequenceLength (this Self &&self, dim_t max_seq_len)
	C++23-style fluent setter for maximum sequence length.
template<typename Self>
decltype(auto)	withVocabularyLength (this Self &&self, dim_t vocab_len)
	C++23-style fluent setter for vocabulary length.
Public Member Functions inherited from Mila::Dnn::ComponentConfig
virtual	~ComponentConfig ()=default
	Virtual destructor for polymorphic base.

Detailed Description

Configuration class for the Learned Positional Encoder.

Provides a type-safe fluent interface for configuring Encoder.

Member Function Documentation

fromMetadata()

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

inlineoverridevirtual

Populate configuration from serialization metadata.

Reads available fields from the provided metadata and updates the configuration object accordingly.

Implements Mila::Dnn::ComponentConfig.

getEmbeddingDim()

dim_t Mila::Dnn::LpeConfig::getEmbeddingDim ( ) const

inline

Get the configured embedding dimension.

Returns

dim_t The embedding dimension

getMaxSequenceLength()

dim_t Mila::Dnn::LpeConfig::getMaxSequenceLength ( ) const

inline

Get the configured maximum sequence length.

Returns

dim_t The maximum sequence length

getVocabularyLength()

dim_t Mila::Dnn::LpeConfig::getVocabularyLength ( ) const

inline

Get the configured vocabulary length.

Returns

dim_t The vocabulary length

toMetadata()

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

inlineoverridevirtual

Convert configuration to serialization metadata.

Produces a SerializationMetadata object containing the configuration fields suitable for writing into an archive by the caller.

Implements Mila::Dnn::ComponentConfig.

toString()

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

inlineoverridevirtual

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

Overrides ComponentConfig::toString() to include Encoder-specific fields.

Implements Mila::Dnn::ComponentConfig.

validate()

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

inlineoverridevirtual

Validate configuration parameters.

Exceptions

std::invalid_argument

If validation fails

Implements Mila::Dnn::ComponentConfig.

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

• Mila/Src/Dnn/Components/Encodings/Lpe/Lpe.Config.ixx