Struct MultiGradientsParams

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pub struct MultiGradientsParams {
    pub grads: Vec<(GradientsParams, DeviceId)>,
}

Expand description

Exposes multiple gradients for each parameter.

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§grads: Vec<(GradientsParams, DeviceId)>

Each GradientsParams has its associated DeviceId.

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impl MultiGradientsParams

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pub fn remove<B: Backend, const D: usize>( &mut self, id: ParamId, ) -> Option<(Tensor<B, D>, Device)>

Removes the gradients for the given parameter id.

Potentially accumulates the gradients from multiple sources using a device associated with a parameter id. The same parameter will be accumulated using the same device during all training.

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impl Default for MultiGradientsParams

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fn default() -> MultiGradientsParams

Returns the “default value” for a type. Read more

Auto Trait Implementations§

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impl !UnwindSafe for MultiGradientsParams

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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