Struct LayerNormOpIr 

pub struct LayerNormOpIr {
    pub input: TensorIr,
    pub gamma: TensorIr,
    pub beta: Option<TensorIr>,
    pub epsilon: ScalarIr,
    pub out: TensorIr,
}

Operation IR for layer normalization with optional bias.

Fields

input: TensorIr

Input tensor.

gamma: TensorIr

Scale (gamma) parameter.

beta: Option<TensorIr>

Optional shift (beta) parameter.

epsilon: ScalarIr

Numerical-stability epsilon.

out: TensorIr

Output tensor.

Implementations

impl LayerNormOpIr

pub fn create( input: TensorIr, gamma: TensorIr, beta: Option<TensorIr>, epsilon: f64, new_id: impl FnOnce() -> TensorId, ) -> LayerNormOpIr

Create a layer-norm IR.

Trait Implementations

impl Clone for LayerNormOpIr

fn clone(&self) -> LayerNormOpIr

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LayerNormOpIr

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LayerNormOpIr

fn deserialize<__D>( __deserializer: __D, ) -> Result<LayerNormOpIr, <__D as Deserializer<'de>>::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Hash for LayerNormOpIr

fn hash<__H>(&self, state: &mut __H)

where __H: Hasher,

Feeds this value into the given Hasher.

fn hash_slice<H>(data: &[Self], state: &mut H)

where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher.

impl PartialEq for LayerNormOpIr

fn eq(&self, other: &LayerNormOpIr) -> 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 LayerNormOpIr

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.

impl StructuralPartialEq for LayerNormOpIr