Struct burn::nn::PReluConfig

pub struct PReluConfig {
    pub num_parameters: usize,
    pub alpha: f64,
}

Configuration to create a Parametric Relu layer using the init function.

Fields

num_parameters: usize

The number of parameters.

alpha: f64

The learnable weight alpha. Default is 0.25

Implementations

impl PReluConfig

pub fn new() -> PReluConfig

Create a new instance of the config.

impl PReluConfig

pub fn with_num_parameters(self, num_parameters: usize) -> PReluConfig

The number of parameters.

pub fn with_alpha(self, alpha: f64) -> PReluConfig

The learnable weight alpha. Default is 0.25

impl PReluConfig

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

where B: Backend,

Initialize a new Parametric Relu Layer

Trait Implementations

impl Clone for PReluConfig

fn clone(&self) -> PReluConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for PReluConfig

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 Debug for PReluConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for PReluConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for PReluConfig

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

Formats the value using the given formatter.

impl Serialize for PReluConfig

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.