Struct burn::nn::DropoutConfig

pub struct DropoutConfig {
    pub prob: f64,
}

Configuration to create a Dropout layer using the init function.

Fields

prob: f64

The probability of randomly zeroes some elements of the input tensor during training.

Implementations

impl DropoutConfig

pub fn new(prob: f64) -> DropoutConfig

Create a new instance of the config.

impl DropoutConfig

pub fn init(&self) -> Dropout

Initialize a new dropout module.

Trait Implementations

impl Clone for DropoutConfig

fn clone(&self) -> DropoutConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Config for DropoutConfig

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 DropoutConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for DropoutConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for DropoutConfig

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

Formats the value using the given formatter.

impl Serialize for DropoutConfig

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.