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DequantizePerTokenBackwardPlan

Struct DequantizePerTokenBackwardPlan 

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pub struct DequantizePerTokenBackwardPlan<TIn: Element, TOut: IntElement> { /* private fields */ }
Expand description

dequantize_per_token backward plan.

Straight-through linear: dq_FP[n, d] = scale[n] * dy[n, d]. Int input is non-differentiable; FP gradient flows through.

When to use: backward for DequantizePerTokenPlan.

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

Shape limits: rank-2 [N, D].

Workspace: none.

Precision guarantee: deterministic, bit-stable.

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impl<TIn: Element, TOut: IntElement> DequantizePerTokenBackwardPlan<TIn, TOut>

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

Pick a kernel for desc.

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pub fn can_implement( &self, args: &DequantizePerTokenBackwardArgs<'_, TIn, TOut>, ) -> Result<()>

Validate args.

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pub fn workspace_size(&self) -> usize

Workspace bytes — none.

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pub fn sku(&self) -> KernelSku

Identity.

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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: DequantizePerTokenBackwardArgs<'_, TIn, TOut>, ) -> Result<()>

Launch.

Auto Trait Implementations§

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impl<TIn, TOut> Freeze for DequantizePerTokenBackwardPlan<TIn, TOut>

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impl<TIn, TOut> RefUnwindSafe for DequantizePerTokenBackwardPlan<TIn, TOut>
where TIn: RefUnwindSafe, TOut: RefUnwindSafe,

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impl<TIn, TOut> Send for DequantizePerTokenBackwardPlan<TIn, TOut>
where TIn: Send, TOut: Send,

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impl<TIn, TOut> Sync for DequantizePerTokenBackwardPlan<TIn, TOut>
where TIn: Sync, TOut: Sync,

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impl<TIn, TOut> Unpin for DequantizePerTokenBackwardPlan<TIn, TOut>
where TIn: Unpin, TOut: Unpin,

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impl<TIn, TOut> UnsafeUnpin for DequantizePerTokenBackwardPlan<TIn, TOut>

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impl<TIn, TOut> UnwindSafe for DequantizePerTokenBackwardPlan<TIn, TOut>
where TIn: UnwindSafe, TOut: UnwindSafe,

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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

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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.