Struct burn::data::dataloader::MultiThreadDataLoader

pub struct MultiThreadDataLoader<O> { /* private fields */ }

Expand description

A multi-threaded data loader that can be used to iterate over a dataset.

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impl<O> MultiThreadDataLoader<O>

pub fn new( dataloaders: Vec<Box<dyn DynDataLoader<O>>>, ) -> MultiThreadDataLoader<O>

Creates a new multi-threaded data loader.

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dataloaders - The data loaders.

§Returns

The multi-threaded data loader.

Trait Implementations§

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impl<O> DataLoader<O> for MultiThreadDataLoader<O>
where O: Send + 'static + Debug,

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fn iter<'a>(&'a self) -> Box<dyn DataLoaderIterator<O, Item = O> + 'a>

Returns a boxed iterator to iterate over the data loader.

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fn num_items(&self) -> usize

The number of items (not the number of batches nor the number of iterations), corresponding to the items_total of the progress returned by the iterator.

Auto Trait Implementations§

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impl<O> !UnwindSafe for MultiThreadDataLoader<O>

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> Downcast<T> for T

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fn downcast(&self) -> &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> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided [Span], returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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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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