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ReduceDescriptor

Struct ReduceDescriptor 

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pub struct ReduceDescriptor<const N: usize> {
    pub kind: ReduceKind,
    pub input_shape: [i32; N],
    pub reduce_axis: u8,
    pub element: ElementKind,
    pub correction: i32,
}
Expand description

Descriptor for a single-axis reduction.

input_shape is the shape of the input tensor. reduce_axis is the axis to reduce (0 ≤ reduce_axis < rank). Output shape is the input shape with [reduce_axis] collapsed to size 1 (keepdim convention — caller squeezes if they want).

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§kind: ReduceKind

Which reduction to apply (Sum / Mean / Max / …).

§input_shape: [i32; N]

Input tensor shape.

§reduce_axis: u8

Axis to reduce along. Must satisfy 0 <= reduce_axis < N.

§element: ElementKind

Element type.

§correction: i32

Bessel correction for Var / Std only. 1 = sample variance (PyTorch default), 0 = population variance. Ignored by other reductions.

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impl<const N: usize> ReduceDescriptor<N>

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pub fn output_shape(&self) -> [i32; N]

Compute the output shape (input shape with reduce axis = 1).

Trait Implementations§

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impl<const N: usize> Clone for ReduceDescriptor<N>

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fn clone(&self) -> ReduceDescriptor<N>

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<const N: usize> Copy for ReduceDescriptor<N>

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impl<const N: usize> Debug for ReduceDescriptor<N>

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<const N: usize> Freeze for ReduceDescriptor<N>

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impl<const N: usize> RefUnwindSafe for ReduceDescriptor<N>

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impl<const N: usize> Send for ReduceDescriptor<N>

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impl<const N: usize> Sync for ReduceDescriptor<N>

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impl<const N: usize> Unpin for ReduceDescriptor<N>

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impl<const N: usize> UnsafeUnpin for ReduceDescriptor<N>

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impl<const N: usize> UnwindSafe for ReduceDescriptor<N>

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> 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.