Struct AdamW

pub struct AdamW { /* private fields */ }

Expand description

AdamW optimizer.

See:

Configured by AdamWConfig.

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impl Clone for AdamW

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fn clone(&self) -> AdamW

Returns a duplicate of the value. Read more

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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl SimpleOptimizer for AdamW
where B: Backend,

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fn step<const D: usize>( &self, lr: f64, tensor: Tensor<B, D>, grad: Tensor<B, D>, state: Option<<AdamW as SimpleOptimizer>::State<D>>, ) -> (Tensor<B, D>, Option<<AdamW as SimpleOptimizer>::State<D>>)

A single optimization step for any tensor that represents the parameters of a model.

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type State<const D: usize> = AdamWState<B, D>

The state of the optimizer. It also implements record, so that it can be saved.

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fn to_device<const D: usize>( state: <AdamW as SimpleOptimizer>::State<D>, device: &::Device, ) -> <AdamW as SimpleOptimizer>::State<D>

Change the device of the state. Read more

Auto Trait Implementations§

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impl UnwindSafe for AdamW

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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> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. 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, 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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