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ConcatPlan

Struct ConcatPlan 

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pub struct ConcatPlan<T: Element, const N: usize> { /* private fields */ }
Expand description

2-input concat plan.

y = cat(a, b, dim=concat_dim) (PyTorch torch.cat).

When to use: residual joins, KV-cache concat in attention, any 2-input concatenation. Variable-arity (N-input) concat needs a separate plan with device-side pointer arrays — deferred. Pair with ConcatBackwardPlan.

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

Shape limits: rank in [1, 8]; a_shape and b_shape must match on every axis except concat_dim; concat_dim ∈ [0, N).

Workspace: none.

Precision guarantee: deterministic, bit-stable, bit-exact (pure load + store).

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impl<T: Element, const N: usize> ConcatPlan<T, N>

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

Pick a kernel for desc.

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

Validate args.

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pub fn workspace_size(&self) -> usize

Workspace size in bytes. Always 0 for the trailblazer.

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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.

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

Launch.

Auto Trait Implementations§

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impl<T, const N: usize> Freeze for ConcatPlan<T, N>

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impl<T, const N: usize> RefUnwindSafe for ConcatPlan<T, N>
where T: RefUnwindSafe,

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impl<T, const N: usize> Send for ConcatPlan<T, N>
where T: Send,

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impl<T, const N: usize> Sync for ConcatPlan<T, N>
where T: Sync,

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impl<T, const N: usize> Unpin for ConcatPlan<T, N>
where T: Unpin,

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impl<T, const N: usize> UnsafeUnpin for ConcatPlan<T, N>

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impl<T, const N: usize> UnwindSafe for ConcatPlan<T, N>
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.