Struct Learning State &nbsp; Copy item path

pub fn current_learning_rate(&self) -> T

Learning rate the schedule is currently at.

pub fn learning_schedule(&self) -> &LearningSchedule<T>

The learning-rate schedule this state advances on every recorded loss.

pub fn get_statistics(&self) -> LearningStatistics<T>

pub fn get_average_loss(&self) -> T

pub fn get_best_loss(&self) -> T

pub fn get_convergence_rate(&self) -> T

pub fn reset(&mut self) -> Result<()>

pub fn validate(&self) -> Result<ValidationResult>

pub fn to_serializable(&self) -> Result<SerializableLearningState<T>>

pub fn from_serializable( &mut self, state: SerializableLearningState<T>, ) -> Result<()>

Trait Implementations§

impl<T: Clone + Float + Debug + ScalarOperand + Send + Sync + 'static> Clone for LearningState<T>

fn clone(&self) -> Self

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

impl<T: Debug + Float + Debug + ScalarOperand + Send + Sync + 'static> Debug for LearningState<T>

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

impl<T> Freeze for LearningState<T>
where VecDeque<T>: Freeze, Option<MetaState<T>>: Freeze, VecDeque<TaskAdaptationRecord<T>>: Freeze, LearningSchedule<T>: Freeze, LearningPerformanceMetrics<T>: Freeze,

impl<T> RefUnwindSafe for LearningState<T>
where VecDeque<T>: RefUnwindSafe, Option<MetaState<T>>: RefUnwindSafe, VecDeque<TaskAdaptationRecord<T>>: RefUnwindSafe, LearningSchedule<T>: RefUnwindSafe, LearningPerformanceMetrics<T>: RefUnwindSafe,

impl<T> Send for LearningState<T>
where VecDeque<T>: Send, Option<MetaState<T>>: Send, VecDeque<TaskAdaptationRecord<T>>: Send, LearningSchedule<T>: Send, LearningPerformanceMetrics<T>: Send,

impl<T> Sync for LearningState<T>
where VecDeque<T>: Sync, Option<MetaState<T>>: Sync, VecDeque<TaskAdaptationRecord<T>>: Sync, LearningSchedule<T>: Sync, LearningPerformanceMetrics<T>: Sync,

impl<T> Unpin for LearningState<T>
where VecDeque<T>: Unpin, Option<MetaState<T>>: Unpin, VecDeque<TaskAdaptationRecord<T>>: Unpin, LearningSchedule<T>: Unpin, LearningPerformanceMetrics<T>: Unpin,

impl<T> UnsafeUnpin for LearningState<T>
where VecDeque<T>: UnsafeUnpin, Option<MetaState<T>>: UnsafeUnpin, VecDeque<TaskAdaptationRecord<T>>: UnsafeUnpin, LearningSchedule<T>: UnsafeUnpin, LearningPerformanceMetrics<T>: UnsafeUnpin,

impl<T> UnwindSafe for LearningState<T>
where VecDeque<T>: UnwindSafe, Option<MetaState<T>>: UnwindSafe, VecDeque<TaskAdaptationRecord<T>>: UnwindSafe, LearningSchedule<T>: UnwindSafe, LearningPerformanceMetrics<T>: UnwindSafe,

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

impl<T> Borrow<T> for T
where T: ?Sized,

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
where T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

impl<T> CloneToUninit for T
where T: Clone,

unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into for T
where U: From<T>,

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

impl<T> IntoEither for T

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 more

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
where F: FnOnce(&Self) -> bool,

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 more

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

impl<T> Same for T

type Output = T

Should always be Self

impl<SS, SP> SupersetOf<SS> for SP
where SS: SubsetOf<SP>,

fn to_subset(&self) -> Option<SS>

The inverse inclusion map: attempts to construct self from the equivalent element of its superset. Read more

fn is_in_subset(&self) -> bool

Checks if self is actually part of its subset T (and can be converted to it).

fn to_subset_unchecked(&self) -> SS

Use with care! Same as self.to_subset but without any property checks. Always succeeds.

fn from_subset(element: &SS) -> SP

The inclusion map: converts self to the equivalent element of its superset.

impl<T> ToOwned for T
where T: Clone,

type Owned = T

The resulting type after obtaining ownership.

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

impl<T, U> TryFrom for T
where U: Into<T>,

type Error = !

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, !>

Performs the conversion.

impl<T, U> TryInto for T
where U: TryFrom<T>,

type Error = >::Error

The type returned in the event of a conversion error.

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

impl<V, T> VZip<V> for T
where V: MultiLane<T>,