pub enum LearningRateAdaptationStrategy {
Fixed,
StepDecay {
decay_rate: f64,
decay_steps: usize,
},
ExponentialDecay {
decay_rate: f64,
},
PerformanceBased,
GradientBased,
Adaptive,
CosineAnnealing {
t_max: usize,
},
}Expand description
Learning rate adaptation strategies
Variants§
Fixed
Fixed learning rate
StepDecay
Step decay
ExponentialDecay
Exponential decay
PerformanceBased
Performance-based adaptation
GradientBased
Gradient-based adaptation
Adaptive
Adaptive learning rate (AdaGrad-style)
CosineAnnealing
Cosine annealing
Trait Implementations§
Source§impl Clone for LearningRateAdaptationStrategy
impl Clone for LearningRateAdaptationStrategy
Source§fn clone(&self) -> LearningRateAdaptationStrategy
fn clone(&self) -> LearningRateAdaptationStrategy
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<'de> Deserialize<'de> for LearningRateAdaptationStrategy
impl<'de> Deserialize<'de> for LearningRateAdaptationStrategy
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
Auto Trait Implementations§
impl Freeze for LearningRateAdaptationStrategy
impl RefUnwindSafe for LearningRateAdaptationStrategy
impl Send for LearningRateAdaptationStrategy
impl Sync for LearningRateAdaptationStrategy
impl Unpin for LearningRateAdaptationStrategy
impl UnwindSafe for LearningRateAdaptationStrategy
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<T> Serialize for T
impl<T> Serialize for T
fn erased_serialize(&self, serializer: &mut dyn Serializer) -> Result<(), Error>
fn do_erased_serialize( &self, serializer: &mut dyn Serializer, ) -> Result<(), ErrorImpl>
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.