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InterpolatePlan

Struct InterpolatePlan 

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

interpolate plan.

Spatial resample of an NCHW input. PyTorch F.interpolate. Coordinate mapping: src = (dst + 0.5) * (src_size / dst_size) - 0.5 (align_corners=false); corner samples clamp to the input boundary.

When to use: forward 2-D bilinear resample. Pair with InterpolateBackwardPlan for autograd.

Dtypes: {f32, f64, f16, bf16}.

Shape limits: rank-4 NCHW input [N, C, IH, IW]; output [N, C, OH, OW]; all extents non-negative.

Modes: only Bilinear2d is wired in the trailblazer. Nearest2d / Bicubic2d / Trilinear3d / Linear1d / Area2d are reserved on the enum and return Unsupported.

Workspace: none.

Precision guarantee: deterministic, bit-stable on identical hardware. No atomics on FW.

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impl<T: Element> InterpolatePlan<T>

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

Pick a kernel for desc.

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

Validate args.

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pub fn workspace_size(&self) -> usize

Workspace size (zero).

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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: InterpolateArgs<'_, T>, ) -> Result<()>

Launch.

Auto Trait Implementations§

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impl<T> Freeze for InterpolatePlan<T>

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

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

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

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

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impl<T> UnsafeUnpin for InterpolatePlan<T>

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impl<T> UnwindSafe for InterpolatePlan<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.