Enum TrainingStrategy

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pub enum TrainingStrategy<LC: LearningComponentsTypes> {
    Default(ExecutionStrategy<LC::Backend>),
    Custom(CustomLearningStrategy<LC>),
}

Expand description

How should the learner run the learning for the model

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Default(ExecutionStrategy<LC::Backend>)

Default training loop with specified device strategy.

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Custom(CustomLearningStrategy<LC>)

Training using a custom learning strategy

Trait Implementations§

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impl<LC: LearningComponentsTypes> Default for TrainingStrategy<LC>

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fn default() -> Self

Returns the “default value” for a type. Read more

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impl<LC: LearningComponentsTypes> From<ExecutionStrategy<<LC as LearningComponentsTypes>::Backend>> for TrainingStrategy<LC>

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fn from(value: ExecutionStrategy<LC::Backend>) -> Self

Converts to this type from the input type.

Auto Trait Implementations§

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impl<LC> Freeze for TrainingStrategy<LC>
where <<LC as LearningComponentsTypes>::Backend as BackendTypes>::Device: Freeze,

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impl<LC> Unpin for TrainingStrategy<LC>
where <<LC as LearningComponentsTypes>::Backend as BackendTypes>::Device: Unpin,

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impl<LC> UnsafeUnpin for TrainingStrategy<LC>
where <<LC as LearningComponentsTypes>::Backend as BackendTypes>::Device: UnsafeUnpin,

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impl<LC> !UnwindSafe for TrainingStrategy<LC>

Blanket Implementations§

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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

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fn into(self) -> U

Calls U::from(self).

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

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impl<T> IntoEither for T

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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

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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

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