pub struct QuantumWordEmbedding { /* private fields */ }Expand description
Quantum word embedding layer
Implementations§
Source§impl QuantumWordEmbedding
impl QuantumWordEmbedding
Sourcepub fn new(config: QNLPConfig) -> Self
pub fn new(config: QNLPConfig) -> Self
Create a new quantum word embedding layer
Sourcepub fn encode_sequence(
&self,
word_ids: &[usize],
) -> QuantRS2Result<Vec<Box<dyn GateOp>>>
pub fn encode_sequence( &self, word_ids: &[usize], ) -> QuantRS2Result<Vec<Box<dyn GateOp>>>
Encode a sequence of word IDs into quantum gates
Trait Implementations§
Source§impl QMLLayer for QuantumWordEmbedding
impl QMLLayer for QuantumWordEmbedding
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 QuantumWordEmbedding
impl RefUnwindSafe for QuantumWordEmbedding
impl Send for QuantumWordEmbedding
impl Sync for QuantumWordEmbedding
impl Unpin for QuantumWordEmbedding
impl UnwindSafe for QuantumWordEmbedding
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.