Struct burn::nn::LstmConfig

pub struct LstmConfig {
    pub d_input: usize,
    pub d_hidden: usize,
    pub bias: bool,
    pub initializer: Initializer,
}

Configuration to create a Lstm module using the init function.

Fields

d_input: usize

The size of the input features.

d_hidden: usize

The size of the hidden state.

bias: bool

If a bias should be applied during the Lstm transformation.

initializer: Initializer

Lstm initializer

Implementations

impl LstmConfig

pub fn new(d_input: usize, d_hidden: usize, bias: bool) -> LstmConfig

Create a new instance of the config.

impl LstmConfig

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

Lstm initializer

impl LstmConfig

pub fn init<B>(&self, device: &<B as Backend>::Device) -> Lstm<B>

where B: Backend,

Initialize a new lstm module.

Trait Implementations

impl Clone for LstmConfig

fn clone(&self) -> LstmConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for LstmConfig

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

where P: AsRef<Path>,

Saves the configuration to a file.

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

where P: AsRef<Path>,

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 LstmConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for LstmConfig

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

Formats the value using the given formatter.

impl Serialize for LstmConfig

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

where S: Serializer,

Serialize this value into the given Serde serializer.