Struct burn::nn::PositionalEncodingConfig

pub struct PositionalEncodingConfig {
    pub max_sequence_size: usize,
    pub d_model: usize,
    pub max_timescale: usize,
}

Configuration to create a PositionalEncoding layer using the init function.

Fields

max_sequence_size: usize

Maximum sequence size to use.

d_model: usize

The size of each vector.

max_timescale: usize

Max time scale to use.

Implementations

impl PositionalEncodingConfig

pub fn new(d_model: usize) -> PositionalEncodingConfig

Create a new instance of the config.

impl PositionalEncodingConfig

pub fn with_max_sequence_size( self, max_sequence_size: usize, ) -> PositionalEncodingConfig

Maximum sequence size to use.

pub fn with_max_timescale( self, max_timescale: usize, ) -> PositionalEncodingConfig

Max time scale to use.

impl PositionalEncodingConfig

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

where B: Backend,

Initialize a new PositionalEncoding module.

Trait Implementations

impl Clone for PositionalEncodingConfig

fn clone(&self) -> PositionalEncodingConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for PositionalEncodingConfig

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 PositionalEncodingConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for PositionalEncodingConfig

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

Formats the value using the given formatter.

impl Serialize for PositionalEncodingConfig

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.