pub struct LearningRateAdaptation {
pub base_rate: f64,
pub adaptation_factor: f64,
pub performance_history: VecDeque<f64>,
pub adaptation_threshold: f64,
pub max_rate: f64,
pub min_rate: f64,
}Expand description
Learning rate adaptation mechanisms
Adapts the learning rate based on performance history to optimize learning dynamics during training.
Fields§
§base_rate: f64Base learning rate
adaptation_factor: f64Adaptation factor
performance_history: VecDeque<f64>Performance history
adaptation_threshold: f64Adaptation threshold
max_rate: f64Maximum learning rate
min_rate: f64Minimum learning rate
Implementations§
Trait Implementations§
Source§impl Clone for LearningRateAdaptation
impl Clone for LearningRateAdaptation
Source§fn clone(&self) -> LearningRateAdaptation
fn clone(&self) -> LearningRateAdaptation
Returns a duplicate of the value. Read more
1.0.0§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for LearningRateAdaptation
impl RefUnwindSafe for LearningRateAdaptation
impl Send for LearningRateAdaptation
impl Sync for LearningRateAdaptation
impl Unpin for LearningRateAdaptation
impl UnwindSafe for LearningRateAdaptation
Blanket Implementations§
§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
§impl<T> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
§unsafe fn clone_to_uninit(&self, dest: *mut u8)
unsafe fn clone_to_uninit(&self, dest: *mut u8)
🔬This is a nightly-only experimental API. (
clone_to_uninit)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.