Struct LearningCheckpointer

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pub struct LearningCheckpointer<LC: LearningComponentsTypes> { /* private fields */ }

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Used to create, delete, or load checkpoints of the training process.

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impl<LC: LearningComponentsTypes> LearningCheckpointer<LC>

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pub fn new( model: AsyncCheckpointer<LearnerModelRecord<LC>, LC::Backend>, optim: AsyncCheckpointer<LearnerOptimizerRecord<LC>, LC::Backend>, lr_scheduler: AsyncCheckpointer<LearnerSchedulerRecord<LC>, LC::Backend>, strategy: Box<dyn CheckpointingStrategy>, ) -> Self

Constructs a new LearningCheckpointer.

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impl<LC: LearningComponentsTypes> LearningCheckpointer<LC>

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pub fn checkpoint( &mut self, learner: &Learner<LC>, epoch: usize, store: &EventStoreClient, )

Create checkpoint for the training process.

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pub fn load_checkpoint( &self, learner: Learner<LC>, device: &Device<LC::Backend>, epoch: usize, ) -> Learner<LC>

Load a training checkpoint.

Auto Trait Implementations§

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impl<LC> !UnwindSafe for LearningCheckpointer<LC>

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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

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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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