pub enum Optimizer {
GradientDescent {
learning_rate: f64,
},
Adam {
learning_rate: f64,
beta1: f64,
beta2: f64,
epsilon: f64,
},
NaturalGradient {
learning_rate: f64,
regularization: f64,
},
BFGS,
QuantumNatural {
learning_rate: f64,
regularization: f64,
},
}Expand description
Optimizer for QML models
Variants§
GradientDescent
Gradient descent
Adam
Adam optimizer
NaturalGradient
Natural gradient descent
BFGS
BFGS optimizer
QuantumNatural
Quantum natural gradient
Trait Implementations§
Auto Trait Implementations§
impl Freeze for Optimizer
impl RefUnwindSafe for Optimizer
impl Send for Optimizer
impl Sync for Optimizer
impl Unpin for Optimizer
impl UnwindSafe for Optimizer
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
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fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> CloneToUninit for Twhere
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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>
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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>
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impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
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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
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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.