Struct LayerWeights 

pub struct LayerWeights {
    pub weights: Vec<f32>,
    pub biases: Vec<f32>,
    pub in_features: usize,
    pub out_features: usize,
}

Weights and biases for a single layer

Fields

weights: Vec<f32>

Weight matrix (flattened, row-major)

biases: Vec<f32>

Bias vector

in_features: usize

Input dimension

out_features: usize

Output dimension

Implementations

impl LayerWeights

pub fn new( weights: Vec<f32>, biases: Vec<f32>, in_features: usize, out_features: usize, ) -> Self

Create new layer weights

pub fn forward(&self, input: &[f32]) -> Vec<f32>

Forward pass through a linear layer

Trait Implementations

impl Clone for LayerWeights

fn clone(&self) -> LayerWeights

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LayerWeights

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LayerWeights

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LayerWeights

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

where __S: Serializer,

Serialize this value into the given Serde serializer.