Struct QAvgPool 

pub struct QAvgPool { /* private fields */ }

Quantum average pooling layer

Reduces the number of qubits by applying averaging operations over pools of qubits, typically using measurement statistics.

Implementations

impl QAvgPool

pub fn new(n_wires: usize, pool_size: usize, stride: usize) -> MLResult<Self>

Create a new quantum average pooling layer

Arguments

• n_wires - Number of input qubits
• pool_size - Size of each pooling window
• stride - Step size for pooling windows

Example

// 8-qubit input, pool size 2, stride 2
let pool = QAvgPool::new(8, 2, 2)?;
// Will average: (0,1), (2,3), (4,5), (6,7) -> 4 output qubits

pub fn pool_positions(&self) -> Vec<usize>

Get the positions where pooling windows start

pub fn pool_qubits(&self, position: usize) -> Vec<usize>

Get the qubit indices for a specific pool

pub fn output_size(&self) -> usize

Calculate the number of output qubits after pooling

impl QAvgPool

pub fn n_parameters(&self) -> usize

Get the total number of trainable parameters (always 0 for pooling)

Trait Implementations

impl Clone for QAvgPool

fn clone(&self) -> QAvgPool

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for QAvgPool

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

Formats the value using the given formatter.