pub struct NaturalGradientState<T: Float + Debug + Send + Sync + 'static> {
pub prev_gradients: Option<Array1<T>>,
pub momentum: T,
pub adaptive_lr_state: AdaptiveLRState<T>,
}Expand description
Natural gradient computation state
Fields§
§prev_gradients: Option<Array1<T>>Previous gradients for momentum
momentum: TMomentum coefficient
adaptive_lr_state: AdaptiveLRState<T>Adaptive learning rate state
Trait Implementations§
Source§impl<T: Clone + Float + Debug + Send + Sync + 'static> Clone for NaturalGradientState<T>
impl<T: Clone + Float + Debug + Send + Sync + 'static> Clone for NaturalGradientState<T>
Source§fn clone(&self) -> NaturalGradientState<T>
fn clone(&self) -> NaturalGradientState<T>
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 moreAuto Trait Implementations§
impl<T> Freeze for NaturalGradientState<T>where
T: Freeze,
impl<T> RefUnwindSafe for NaturalGradientState<T>where
T: RefUnwindSafe,
impl<T> Send for NaturalGradientState<T>
impl<T> Sync for NaturalGradientState<T>
impl<T> Unpin for NaturalGradientState<T>where
T: Unpin,
impl<T> UnsafeUnpin for NaturalGradientState<T>where
T: UnsafeUnpin,
impl<T> UnwindSafe for NaturalGradientState<T>where
T: UnwindSafe + RefUnwindSafe,
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,
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,
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.