Struct QuantumAttention 

pub struct QuantumAttention { /* private fields */ }

Quantum attention mechanism for NLP

Implementations

impl QuantumAttention

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

Create a new quantum attention layer

pub fn attention_gates(&self) -> QuantRS2Result<Vec<Box<dyn GateOp>>>

Generate attention gates for a sequence

Trait Implementations

impl QMLLayer for QuantumAttention

fn num_qubits(&self) -> usize

Get the number of qubits this layer acts on

fn parameters(&self) -> &[Parameter]

Get the parameters of this layer

fn parameters_mut(&mut self) -> &mut [Parameter]

Get mutable access to parameters

fn gates(&self) -> Vec<Box<dyn GateOp>>

Get the gates that make up this layer

fn compute_gradients( &self, _state: &Array1<Complex64>, _loss_gradient: &Array1<Complex64>, ) -> QuantRS2Result<Vec<f64>>

Compute gradients with respect to parameters

fn name(&self) -> &str

Get layer name

fn set_parameters(&mut self, values: &[f64]) -> QuantRS2Result<()>

Set parameter values