pub struct PQCLayer { /* private fields */ }Expand description
TensorFlow Quantum-style PQC (Parameterized Quantum Circuit) layer
Implementations§
Source§impl PQCLayer
impl PQCLayer
Sourcepub fn new(
circuit: Circuit<8>,
symbols: Vec<String>,
observable: Observable,
backend: Arc<dyn SimulatorBackend>,
) -> Self
pub fn new( circuit: Circuit<8>, symbols: Vec<String>, observable: Observable, backend: Arc<dyn SimulatorBackend>, ) -> Self
Create new PQC layer
Sourcepub fn with_input_scaling(self, scaling: f64) -> Self
pub fn with_input_scaling(self, scaling: f64) -> Self
Set input scaling
Sourcepub fn with_initialization(self, strategy: ParameterInitStrategy) -> Self
pub fn with_initialization(self, strategy: ParameterInitStrategy) -> Self
Set parameter initialization strategy
Sourcepub fn with_regularization(self, regularization: RegularizationType) -> Self
pub fn with_regularization(self, regularization: RegularizationType) -> Self
Set regularization
Sourcepub fn initialize_parameters(
&self,
batch_size: usize,
num_params: usize,
) -> Array2<f64>
pub fn initialize_parameters( &self, batch_size: usize, num_params: usize, ) -> Array2<f64>
Initialize parameters
Auto Trait Implementations§
impl Freeze for PQCLayer
impl !RefUnwindSafe for PQCLayer
impl Send for PQCLayer
impl Sync for PQCLayer
impl Unpin for PQCLayer
impl !UnwindSafe for PQCLayer
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.