Struct LocalResponseNormConfig 

pub struct LocalResponseNormConfig {
    pub size: usize,
    pub alpha: f64,
    pub beta: f64,
    pub k: f64,
}

Configuration to create a LocalResponseNorm layer using the init function.

Fields

size: usize

Number of channels in the sliding normalization window.

alpha: f64

Scaling parameter. Default: 0.0001

beta: f64

Exponent. Default: 0.75

k: f64

Bias constant (called bias in ONNX). Default: 1.0

Implementations

impl LocalResponseNormConfig

pub fn new(size: usize) -> LocalResponseNormConfig

Create a new instance of the config.

Arguments

Required Arguments

size

Number of channels in the sliding normalization window.

Default Arguments

alpha

Scaling parameter. Default: 0.0001

• Defaults to 0.0001

beta

Exponent. Default: 0.75

• Defaults to 0.75

k

Bias constant (called bias in ONNX). Default: 1.0

• Defaults to 1.0

impl LocalResponseNormConfig

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

Sets the value for the field alpha.

Scaling parameter. Default: 0.0001

• Defaults to 0.0001

pub fn with_beta(self, beta: f64) -> LocalResponseNormConfig

Sets the value for the field beta.

Exponent. Default: 0.75

• Defaults to 0.75

pub fn with_k(self, k: f64) -> LocalResponseNormConfig

Sets the value for the field k.

Bias constant (called bias in ONNX). Default: 1.0

• Defaults to 1.0

impl LocalResponseNormConfig

pub fn init(&self) -> LocalResponseNorm

Initialize a new LocalResponseNorm module.

Panics

Panics if size is 0.

Trait Implementations

impl Clone for LocalResponseNormConfig

fn clone(&self) -> LocalResponseNormConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for LocalResponseNormConfig

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 LocalResponseNormConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LocalResponseNormConfig

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

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for LocalResponseNormConfig

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

Formats the value using the given formatter.

impl Serialize for LocalResponseNormConfig

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.