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CustomGradientRegistry

Struct CustomGradientRegistry 

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pub struct CustomGradientRegistry<T, E> { /* private fields */ }
Expand description

Registry for custom gradient functions

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impl<T, E> CustomGradientRegistry<T, E>

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pub fn new() -> Self

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pub fn register<F>(&mut self, operation_name: String, backward_fn: F)
where F: Fn(&T, &[T]) -> Result<Vec<T>, E> + 'static,

Register a custom backward function for an operation

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pub fn get(&self, operation_name: &str) -> Option<&BackwardFn<T, E>>

Get custom gradient function for an operation

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pub fn has_custom_gradient(&self, operation_name: &str) -> bool

Check if custom gradient exists

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pub fn unregister(&mut self, operation_name: &str) -> bool

Remove custom gradient

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pub fn len(&self) -> usize

Get number of registered gradients

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pub fn is_empty(&self) -> bool

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impl<T, E> Default for CustomGradientRegistry<T, E>

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fn default() -> Self

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

Auto Trait Implementations§

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impl<T, E> Freeze for CustomGradientRegistry<T, E>

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impl<T, E> !RefUnwindSafe for CustomGradientRegistry<T, E>

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impl<T, E> !Send for CustomGradientRegistry<T, E>

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impl<T, E> !Sync for CustomGradientRegistry<T, E>

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impl<T, E> Unpin for CustomGradientRegistry<T, E>

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impl<T, E> !UnwindSafe for CustomGradientRegistry<T, E>

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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<U> 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, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V