pub enum OptimizerType {
Adam,
SGD,
RMSprop,
LBFGS,
QuantumNaturalGradient,
SPSA,
}Expand description
Optimization algorithms
Variants§
Adam
Adam optimizer
SGD
Stochastic gradient descent
RMSprop
RMSprop
LBFGS
L-BFGS
QuantumNaturalGradient
Quantum natural gradient
SPSA
SPSA (Simultaneous Perturbation Stochastic Approximation)
Trait Implementations§
Source§impl Clone for OptimizerType
impl Clone for OptimizerType
Source§fn clone(&self) -> OptimizerType
fn clone(&self) -> OptimizerType
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreimpl Copy for OptimizerType
Source§impl Debug for OptimizerType
impl Debug for OptimizerType
Source§impl<'de> Deserialize<'de> for OptimizerType
impl<'de> Deserialize<'de> for OptimizerType
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
impl Eq for OptimizerType
Source§impl PartialEq for OptimizerType
impl PartialEq for OptimizerType
Source§fn eq(&self, other: &OptimizerType) -> bool
fn eq(&self, other: &OptimizerType) -> bool
Tests for
self and other values to be equal, and is used by ==.Source§impl Serialize for OptimizerType
impl Serialize for OptimizerType
impl StructuralPartialEq for OptimizerType
Auto Trait Implementations§
impl Freeze for OptimizerType
impl RefUnwindSafe for OptimizerType
impl Send for OptimizerType
impl Sync for OptimizerType
impl Unpin for OptimizerType
impl UnsafeUnpin for OptimizerType
impl UnwindSafe for OptimizerType
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
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
Source§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> DeserializeOwned for Twhere
T: for<'de> Deserialize<'de>,
Source§impl<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
Source§fn equivalent(&self, key: &K) -> bool
fn equivalent(&self, key: &K) -> bool
Compare self to
key and return true if they are equal.Source§impl<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
Source§impl<Q, K> Equivalent<K> for Q
impl<Q, K> Equivalent<K> for Q
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
impl<T> Read<Exclusive, BecauseExclusive> for Twhere
T: ?Sized,
impl<T> Scalar 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.