OptimizerFactory

optirs_core::unified_api

Struct OptimizerFactory

pub struct OptimizerFactory;

Expand description

Optimizer factory for creating optimizers with unified API

Implementations§

impl OptimizerFactory

pub fn sgd<A: Float + ScalarOperand + Debug + Send + Sync>( config: OptimizerConfig<A>, ) -> UnifiedSGD<A>

Create SGD optimizer

pub fn adam<A: Float + ScalarOperand + Debug + Send + Sync>( config: OptimizerConfig<A>, ) -> UnifiedAdam<A>

Create Adam optimizer

pub fn sgd_momentum<A: Float + ScalarOperand + Debug + Send + Sync>( config: OptimizerConfig<A>, momentum: A, ) -> UnifiedSGD<A>

Create SGD with momentum

pub fn adam_custom<A: Float + ScalarOperand + Debug + Send + Sync>( config: OptimizerConfig<A>, beta1: A, beta2: A, ) -> UnifiedAdam<A>

Create Adam with custom parameters

Auto Trait Implementations§

impl Freeze for OptimizerFactory

impl RefUnwindSafe for OptimizerFactory

impl Send for OptimizerFactory

impl Sync for OptimizerFactory

impl Unpin for OptimizerFactory

impl UnwindSafe for OptimizerFactory

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,

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Immutably borrows from an owned value. Read more

impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

impl<T, U> Into<U> 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

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unsafe fn drop(ptr: usize)

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

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.

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where U: Into<T>,

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The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

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

Performs the conversion.

impl<V, T> VZip<V> for T
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fn vzip(self) -> V