scirs2_core::array_protocol::distributed_training

Struct DistributedDataset

pub struct DistributedDataset { /* private fields */ }

Expand description

Distributed Dataset that partitions data across workers.

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impl DistributedDataset

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pub fn new(dataset: Box<dyn Dataset>, numworkers: usize, rank: usize) -> Self

Create a new distributed dataset.

Trait Implementations§

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impl Dataset for DistributedDataset

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fn len(&self) -> usize

Get the number of samples in the dataset.

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fn get( &self, index: usize, ) -> Option<(Box<dyn ArrayProtocol>, Box<dyn ArrayProtocol>)>

Get a sample from the dataset by index.

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fn inputshape(&self) -> Vec<usize>

Get the input shape of the dataset.

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fn outputshape(&self) -> Vec<usize>

Get the output shape of the dataset.

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fn is_empty(&self) -> bool

Check if the dataset is empty.

Auto Trait Implementations§

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impl !UnwindSafe for DistributedDataset

Blanket Implementations§

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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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