Struct burn_core::nn::GroupNormConfig

pub struct GroupNormConfig { /* private fields */ }

Configuration to create a GroupNorm layer.

Implementations

impl GroupNormConfig

pub fn new(num_groups: usize, num_channels: usize) -> Self

Create a new instance of the config.

impl GroupNormConfig

pub fn with_epsilon(self, epsilon: f64) -> Self

A value required for numerical stability. Default: 1e-5

pub fn with_affine(self, affine: bool) -> Self

A boolean value that when set to true, this module has learnable

impl GroupNormConfig

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

Initialize a new group norm module.

pub fn init_with<B: Backend>(&self, record: GroupNormRecord<B>) -> GroupNorm<B>

Initialize a new group norm module with a record.

Trait Implementations

impl Clone for GroupNormConfig

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 GroupNormConfig

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<'de> Deserialize<'de> for GroupNormConfig

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

Deserialize this value from the given Serde deserializer.

impl Display for GroupNormConfig

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

Formats the value using the given formatter.

impl Serialize for GroupNormConfig

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

Serialize this value into the given Serde serializer.