pub enum OptimizationMethod {
GradientDescent,
Adam,
SPSA,
LBFGS,
QuantumNaturalGradient,
SciRS2Adam,
SciRS2LBFGS,
SciRS2CG,
}Expand description
Optimization method to use for training quantum machine learning models
Variants§
GradientDescent
Gradient descent
Adam
Adam optimizer
SPSA
SPSA (Simultaneous Perturbation Stochastic Approximation)
LBFGS
L-BFGS (Limited-memory Broyden–Fletcher–Goldfarb–Shanno)
QuantumNaturalGradient
Quantum Natural Gradient
SciRS2Adam
SciRS2 Adam optimizer
SciRS2LBFGS
SciRS2 L-BFGS optimizer
SciRS2CG
SciRS2 Conjugate Gradient
Trait Implementations§
Source§impl Clone for OptimizationMethod
impl Clone for OptimizationMethod
Source§fn clone(&self) -> OptimizationMethod
fn clone(&self) -> OptimizationMethod
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 OptimizationMethod
impl Debug for OptimizationMethod
Source§impl Display for OptimizationMethod
impl Display for OptimizationMethod
impl Copy for OptimizationMethod
Auto Trait Implementations§
impl Freeze for OptimizationMethod
impl RefUnwindSafe for OptimizationMethod
impl Send for OptimizationMethod
impl Sync for OptimizationMethod
impl Unpin for OptimizationMethod
impl UnwindSafe for OptimizationMethod
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.