pub struct SchedulerConfig<F: Float + Debug + Display + FromPrimitive> {
pub initial_lr: F,
pub factor: F,
pub patience: usize,
pub min_lr: F,
pub mode: OptimizationMode,
pub metric_name: String,
}Expand description
Configuration for external scheduler creation
Fields§
§initial_lr: FInitial learning rate
factor: FFactor by which to reduce learning rate
patience: usizeNumber of epochs with no improvement before reduction
min_lr: FMinimum learning rate
mode: OptimizationModeOptimization mode (minimize or maximize)
metric_name: StringMetric name for tracking
Implementations§
Source§impl<F: Float + Debug + Display + FromPrimitive> SchedulerConfig<F>
impl<F: Float + Debug + Display + FromPrimitive> SchedulerConfig<F>
Sourcepub fn as_tuple(&self) -> (F, F, usize, F, OptimizationMode)
pub fn as_tuple(&self) -> (F, F, usize, F, OptimizationMode)
Get the configuration as a tuple for easy destructuring
Sourcepub fn new(
initial_lr: F,
factor: F,
patience: usize,
min_lr: F,
mode: OptimizationMode,
metric_name: String,
) -> Self
pub fn new( initial_lr: F, factor: F, patience: usize, min_lr: F, mode: OptimizationMode, metric_name: String, ) -> Self
Create a new scheduler configuration
Trait Implementations§
Source§impl<F: Clone + Float + Debug + Display + FromPrimitive> Clone for SchedulerConfig<F>
impl<F: Clone + Float + Debug + Display + FromPrimitive> Clone for SchedulerConfig<F>
Source§fn clone(&self) -> SchedulerConfig<F>
fn clone(&self) -> SchedulerConfig<F>
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 moreAuto Trait Implementations§
impl<F> Freeze for SchedulerConfig<F>where
F: Freeze,
impl<F> RefUnwindSafe for SchedulerConfig<F>where
F: RefUnwindSafe,
impl<F> Send for SchedulerConfig<F>where
F: Send,
impl<F> Sync for SchedulerConfig<F>where
F: Sync,
impl<F> Unpin for SchedulerConfig<F>where
F: Unpin,
impl<F> UnwindSafe for SchedulerConfig<F>where
F: UnwindSafe,
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<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.