Struct QuantumDense 

pub struct QuantumDense { /* private fields */ }

Quantum Dense layer

Implementations

impl QuantumDense

pub fn new(num_qubits: usize, units: usize) -> Self

Create new quantum dense layer

pub fn ansatz_type(self, ansatz_type: QuantumAnsatzType) -> Self

Set ansatz type

pub fn num_layers(self, num_layers: usize) -> Self

Set number of layers

pub fn observable(self, observable: Observable) -> Self

Set observable

pub fn backend(self, backend: Arc<dyn SimulatorBackend>) -> Self

Set backend

pub fn name(self, name: impl Into<String>) -> Self

Set layer name

Trait Implementations

impl KerasLayer for QuantumDense

fn build(&mut self, input_shape: &[usize]) -> Result<()>

Build the layer (called during model compilation)

fn call(&self, inputs: &ArrayD<f64>) -> Result<ArrayD<f64>>

Forward pass through the layer

fn compute_output_shape(&self, input_shape: &[usize]) -> Vec<usize>

Compute output shape given input shape

fn name(&self) -> &str

Get layer name

fn get_weights(&self) -> Vec<ArrayD<f64>>

Get trainable parameters

fn set_weights(&mut self, weights: Vec<ArrayD<f64>>) -> Result<()>

Set trainable parameters

fn built(&self) -> bool

Check if layer is built

fn count_params(&self) -> usize

Get number of parameters