pub struct QuantumPoolingLayer { /* private fields */ }Expand description
Pooling layer for quantum convolutional neural networks
Implementations§
Source§impl QuantumPoolingLayer
impl QuantumPoolingLayer
Sourcepub fn new(input_qubits: usize, strategy: PoolingStrategy) -> Self
pub fn new(input_qubits: usize, strategy: PoolingStrategy) -> Self
Create a new pooling layer
Trait Implementations§
Source§impl Clone for QuantumPoolingLayer
impl Clone for QuantumPoolingLayer
Source§fn clone(&self) -> QuantumPoolingLayer
fn clone(&self) -> QuantumPoolingLayer
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for QuantumPoolingLayer
impl Debug for QuantumPoolingLayer
Source§impl QMLLayer for QuantumPoolingLayer
impl QMLLayer for QuantumPoolingLayer
Source§fn num_qubits(&self) -> usize
fn num_qubits(&self) -> usize
Get the number of qubits this layer acts on
Source§fn parameters(&self) -> &[Parameter]
fn parameters(&self) -> &[Parameter]
Get the parameters of this layer
Source§fn parameters_mut(&mut self) -> &mut [Parameter]
fn parameters_mut(&mut self) -> &mut [Parameter]
Get mutable access to parameters
Source§fn compute_gradients(
&self,
_state: &Array1<Complex64>,
_loss_gradient: &Array1<Complex64>,
) -> QuantRS2Result<Vec<f64>>
fn compute_gradients( &self, _state: &Array1<Complex64>, _loss_gradient: &Array1<Complex64>, ) -> QuantRS2Result<Vec<f64>>
Compute gradients with respect to parameters
Source§fn set_parameters(&mut self, values: &[f64]) -> QuantRS2Result<()>
fn set_parameters(&mut self, values: &[f64]) -> QuantRS2Result<()>
Set parameter values
Auto Trait Implementations§
impl Freeze for QuantumPoolingLayer
impl RefUnwindSafe for QuantumPoolingLayer
impl Send for QuantumPoolingLayer
impl Sync for QuantumPoolingLayer
impl Unpin for QuantumPoolingLayer
impl UnwindSafe for QuantumPoolingLayer
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.