pub struct QuantumAttentionLayer { /* private fields */ }Expand description
Quantum Attention Layer
Implementations§
Source§impl QuantumAttentionLayer
impl QuantumAttentionLayer
Sourcepub fn new(num_qubits: usize, config: QMLLayerConfig) -> Result<Self>
pub fn new(num_qubits: usize, config: QMLLayerConfig) -> Result<Self>
Create new quantum attention layer
Source§impl QuantumAttentionLayer
impl QuantumAttentionLayer
Sourcepub fn get_attention_structure(&self) -> &[AttentionHead]
pub fn get_attention_structure(&self) -> &[AttentionHead]
Get attention structure reference
Trait Implementations§
Source§impl Debug for QuantumAttentionLayer
impl Debug for QuantumAttentionLayer
Source§impl QMLLayer for QuantumAttentionLayer
impl QMLLayer for QuantumAttentionLayer
Source§fn forward(&mut self, input: &Array1<Complex64>) -> Result<Array1<Complex64>>
fn forward(&mut self, input: &Array1<Complex64>) -> Result<Array1<Complex64>>
Forward pass through the layer
Source§fn backward(&mut self, gradient: &Array1<f64>) -> Result<Array1<f64>>
fn backward(&mut self, gradient: &Array1<f64>) -> Result<Array1<f64>>
Backward pass through the layer
Source§fn get_parameters(&self) -> Array1<f64>
fn get_parameters(&self) -> Array1<f64>
Get layer parameters
Source§fn set_parameters(&mut self, parameters: &Array1<f64>)
fn set_parameters(&mut self, parameters: &Array1<f64>)
Set layer parameters
Source§fn get_gate_count(&self) -> usize
fn get_gate_count(&self) -> usize
Get gate count
Source§fn get_num_parameters(&self) -> usize
fn get_num_parameters(&self) -> usize
Get number of parameters
Auto Trait Implementations§
impl Freeze for QuantumAttentionLayer
impl RefUnwindSafe for QuantumAttentionLayer
impl Send for QuantumAttentionLayer
impl Sync for QuantumAttentionLayer
impl Unpin for QuantumAttentionLayer
impl UnwindSafe for QuantumAttentionLayer
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> 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.