Struct burn_core::nn::LinearConfig

pub struct LinearConfig {
    pub d_input: usize,
    pub d_output: usize,
    pub bias: bool,
    pub initializer: Initializer,
}

Configuration to create a Linear layer.

Fields

d_input: usize

The size of the input features.

d_output: usize

The size of the output features.

bias: bool

If a bias should be applied during the linear transformation.

initializer: Initializer

The type of function used to initialize neural network parameters

Implementations

impl LinearConfig

pub fn new(d_input: usize, d_output: usize) -> Self

Create a new instance of the config.

impl LinearConfig

pub fn with_bias(self, bias: bool) -> Self

If a bias should be applied during the linear transformation.

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

The type of function used to initialize neural network parameters

impl LinearConfig

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

Initialize a new linear module.

pub fn init_with<B: Backend>(&self, record: LinearRecord<B>) -> Linear<B>

Initialize a new linear module with a record.

Trait Implementations

impl Clone for LinearConfig

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 LinearConfig

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 Debug for LinearConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LinearConfig

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

Deserialize this value from the given Serde deserializer.

impl Display for LinearConfig

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

Formats the value using the given formatter.

impl Serialize for LinearConfig

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

Serialize this value into the given Serde serializer.