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SearchsortedPlan

Struct SearchsortedPlan 

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pub struct SearchsortedPlan<T: Element> { /* private fields */ }
Expand description

searchsorted plan.

searchsorted(sorted_seq[L], values[N], right) -> output[N] (PyTorch torch.searchsorted). right == false returns lower_bound, right == true returns upper_bound.

When to use: per-query binary search into a sorted 1-D array. Useful for histogram-binning / quantile-bucketing. No BW.

Dtypes: {f32, f64, i32, i64} for both sorted_seq and values; output always i32.

Shape limits: sorted_seq [len_sorted]; values, output [num_queries].

Workspace: none.

Precision guarantee: deterministic, bit-stable. Pure binary search.

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impl<T: Element> SearchsortedPlan<T>

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pub fn select( _stream: &Stream, desc: &SearchsortedDescriptor, _pref: PlanPreference, ) -> Result<Self>

Pick a kernel for desc.

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pub fn can_implement(&self, args: &SearchsortedArgs<'_, T>) -> Result<()>

Validate args.

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pub fn workspace_size(&self) -> usize

Workspace size in bytes.

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pub fn sku(&self) -> KernelSku

Identity of the kernel this plan picked.

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pub fn precision_guarantee(&self) -> PrecisionGuarantee

Numerical guarantees for this plan’s kernel.

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pub fn run( &self, stream: &Stream, _workspace: Workspace<'_>, args: SearchsortedArgs<'_, T>, ) -> Result<()>

Launch.

Auto Trait Implementations§

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impl<T> Freeze for SearchsortedPlan<T>

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impl<T> RefUnwindSafe for SearchsortedPlan<T>
where T: RefUnwindSafe,

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impl<T> Send for SearchsortedPlan<T>
where T: Send,

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impl<T> Sync for SearchsortedPlan<T>
where T: Sync,

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impl<T> Unpin for SearchsortedPlan<T>
where T: Unpin,

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impl<T> UnsafeUnpin for SearchsortedPlan<T>

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impl<T> UnwindSafe for SearchsortedPlan<T>
where T: UnwindSafe,

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<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.