Enum ExecutionStrategy

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pub enum ExecutionStrategy<B: Backend> {
    SingleDevice(B::Device),
    MultiDevice(Vec<B::Device>, MultiDeviceOptim),
}

Expand description

Describes where training runs.

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SingleDevice(B::Device)

Training on one device

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MultiDevice(Vec<B::Device>, MultiDeviceOptim)

Performs data-parallel distributed training where the optimization is done on an elected master device.

Implementations§

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impl<B: Backend> ExecutionStrategy

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pub fn main_device(&self) -> &B::Device

Returns the primary device responsible for coordination.

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pub fn single(device: B::Device) -> Self

Creates a strategy for a single device.

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pub fn multi(devices: Vec<B::Device>, optim: MultiDeviceOptim) -> Self

Creates a multi-device strategy.

Trait Implementations§

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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 UnwindSafe for ExecutionStrategy
where ::Device: UnwindSafe,

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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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