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GradientKernelIr

Struct GradientKernelIr 

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pub struct GradientKernelIr { /* private fields */ }
Expand description

Validated IR containing a primal computation and real gradient outputs.

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impl GradientKernelIr

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pub fn new( values: Vec<KernelValue>, primal_root: KernelValueId, outputs: Vec<KernelValueId>, component: OutputComponent, ) -> Result<Self, KernelIrError>

Validates and constructs a gradient kernel.

§Errors

Returns KernelIrError when the primal IR is invalid, the primal root is not scalar, a gradient output is out of bounds, or a gradient output is not real-valued.

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pub fn validate(&self) -> Result<(), KernelIrError>

Revalidates the primal root and real gradient outputs.

§Errors

Returns KernelIrError when the primal IR is invalid, the primal root is not scalar, a gradient output is out of bounds, or a gradient output is not real-valued.

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pub fn values(&self) -> &[KernelValue]

Returns all primal and derivative IR values in topological order.

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pub fn primal_root(&self) -> KernelValueId

Returns the primal scalar output identifier.

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pub fn outputs(&self) -> &[KernelValueId]

Returns derivative output identifiers.

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pub fn component(&self) -> OutputComponent

Returns the differentiated component of the complex primal.

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impl Clone for GradientKernelIr

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fn clone(&self) -> GradientKernelIr

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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

Performs copy-assignment from source. Read more
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impl Debug for GradientKernelIr

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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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> 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> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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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.