Enum ExecutionStrategy

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

Expand description

Describes where training runs.

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SingleDevice(::Device)

Training on one device

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MultiDevice(Vec<::Device>, MultiDeviceOptim)

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

Implementations§

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impl ExecutionStrategy
where B: Backend,

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

Returns the primary device responsible for coordination.

pub fn single(device: ::Device) -> ExecutionStrategy

Creates a strategy for a single device.

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

Creates a multi-device strategy.

Trait Implementations§

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

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fn from( value: ExecutionStrategy<<LC as LearningComponentsTypes>::Backend>, ) -> TrainingStrategy<LC>

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> 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> IntoComptime for T

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fn comptime(self) -> Self

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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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