Mila::Dnn::CausalConv1dConfig Class Reference

Inheritance diagram for Mila::Dnn::CausalConv1dConfig:

Public Member Functions
	CausalConv1dConfig (dim_t channels, dim_t kernel_width)
	Construct a depthwise causal 1-D convolution configuration.
void	fromMetadata (const SerializationMetadata &meta) override
	Populate configuration from provided metadata.
dim_t	getChannels () const noexcept
dim_t	getKernelWidth () const noexcept
dim_t	getStateRows () const noexcept
	Retained input rows = kernel_width - 1. The convolution's whole memory.
bool	hasBias () const noexcept
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.
template<typename Self>
decltype(auto)	withBias (this Self &&self, bool has_bias)
	Enable or disable a learnable per-channel bias.
Public Member Functions inherited from Mila::Dnn::ComponentConfig
virtual	~ComponentConfig ()=default
	Virtual destructor for polymorphic base.

Constructor & Destructor Documentation

CausalConv1dConfig()

Mila::Dnn::CausalConv1dConfig::CausalConv1dConfig ( dim_t channels, dim_t kernel_width )

inline

Construct a depthwise causal 1-D convolution configuration.

Parameters

channels	Channel count. Depthwise, so this is both in and out channels and the group count – there is no cross-channel mixing.
kernel_width	Filter taps. The convolution looks back kernel_width - 1 positions, which is also the retained state depth.

Member Function Documentation

fromMetadata()

void Mila::Dnn::CausalConv1dConfig::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::CausalConv1dConfig::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::CausalConv1dConfig::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::CausalConv1dConfig::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.

withBias()

template<typename Self>

decltype(auto) Mila::Dnn::CausalConv1dConfig::withBias ( this Self && self, bool has_bias )

inline

Enable or disable a learnable per-channel bias.

Default: false.

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

• Mila/Src/Dnn/Components/Convolutions/CausalConv1d.Config.ixx