Struct AdamOptimizer 

pub struct AdamOptimizer { /* private fields */ }

Advanced Adam optimizer for neural network training

Implementations

impl AdamOptimizer

pub fn new(weight_shape: (usize, usize), bias_size: usize) -> Self

Create a new Adam optimizer

pub fn update_weights( &mut self, weights: &mut Array2<f32>, bias: &mut Array1<f32>, weight_gradients: &Array2<f32>, bias_gradients: &Array1<f32>, learning_rate: f32, )

Update weights using Adam algorithm

Trait Implementations

impl Clone for AdamOptimizer

fn clone(&self) -> AdamOptimizer

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AdamOptimizer

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for AdamOptimizer

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for AdamOptimizer

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

where __S: Serializer,

Serialize this value into the given Serde serializer.