Struct burn_core::nn::transformer::PositionWiseFeedForwardConfig

pub struct PositionWiseFeedForwardConfig {
    pub d_model: usize,
    pub d_ff: usize,
    pub dropout: f64,
    pub initializer: Initializer,
}

Configuration to create a position-wise feed-forward layer.

Fields

d_model: usize

The size of the input and output features.

d_ff: usize

The size of the hidden inner features.

dropout: f64

The dropout rate. Default: 0.1

initializer: Initializer

The type of function used to initialize neural network parameters

Implementations

impl PositionWiseFeedForwardConfig

pub fn new(d_model: usize, d_ff: usize) -> Self

Create a new instance of the config.

impl PositionWiseFeedForwardConfig

pub fn with_dropout(self, dropout: f64) -> Self

The dropout rate. Default: 0.1

pub fn with_initializer(self, initializer: Initializer) -> Self

The type of function used to initialize neural network parameters

impl PositionWiseFeedForwardConfig

pub fn init<B: Backend>(&self) -> PositionWiseFeedForward<B>

Initialize a new position-wise feed-forward module.

pub fn init_with<B: Backend>( &self, record: PositionWiseFeedForwardRecord<B> ) -> PositionWiseFeedForward<B>

Initialize a new position-wise feed-forward module with a record.

Trait Implementations

impl Clone for PositionWiseFeedForwardConfig

fn clone(&self) -> Self

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Config for PositionWiseFeedForwardConfig

fn save<P: AsRef<Path>>(&self, file: P) -> Result<()>

Saves the configuration to a file.

fn load<P: AsRef<Path>>(file: P) -> Result<Self, ConfigError>

Loads the configuration from a file.

fn load_binary(data: &[u8]) -> Result<Self, ConfigError>

Loads the configuration from a binary buffer.

impl<'de> Deserialize<'de> for PositionWiseFeedForwardConfig

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for PositionWiseFeedForwardConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Serialize for PositionWiseFeedForwardConfig

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>where S: Serializer,

Serialize this value into the given Serde serializer.