Struct LayerNormConfig 

pub struct LayerNormConfig {
    pub normalized_shape: usize,
    pub eps: f64,
    pub elementwise_affine: bool,
}

Configuration for layer normalization

Fields

normalized_shape: usize

Normalized dimension (typically d_model)

eps: f64

Small constant for numerical stability

elementwise_affine: bool

Whether to include learnable scale parameter (γ)

Implementations

impl LayerNormConfig

pub fn new(normalized_shape: usize) -> Self

Create a new layer normalization configuration

pub fn with_eps(self, eps: f64) -> Self

Set epsilon for numerical stability

pub fn with_elementwise_affine(self, elementwise_affine: bool) -> Self

Set whether to use elementwise affine transformation

pub fn validate(&self) -> Result<()>

Validate configuration

Trait Implementations

impl Clone for LayerNormConfig

fn clone(&self) -> LayerNormConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LayerNormConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LayerNormConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for LayerNormConfig

fn eq(&self, other: &LayerNormConfig) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for LayerNormConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for LayerNormConfig