Struct DistributedOptimizer

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pub struct DistributedOptimizer<T: Float> { /* private fields */ }

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Distributed optimizer wrapper

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impl<T: Float + ScalarOperand> DistributedOptimizer<T>

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pub fn new(backend: Arc<dyn SyncBackend<T>>, config: DistributedConfig) -> Self

Create a new distributed optimizer

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pub fn accumulate_gradient(&self, gradients: Vec<NdArray<T>>) -> Result<()>

Accumulate gradient

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pub fn should_sync(&self) -> Result<bool>

Check if ready to synchronize

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pub fn sync_gradients(&self) -> Result<Vec<NdArray<T>>>

Synchronize accumulated gradients

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pub fn config(&self) -> &DistributedConfig

Get configuration

Auto Trait Implementations§

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impl<T> !UnwindSafe for DistributedOptimizer<T>

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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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