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F32RmsNormArithmetic

Enum F32RmsNormArithmetic 

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pub enum F32RmsNormArithmetic {
    ScalarReciprocalSqrt,
    ScalarDivideSqrt,
    Lanes4ReciprocalSqrt,
    Lanes8ReciprocalSqrt,
    Lanes16ReciprocalSqrt,
    Lanes32ReciprocalSqrt,
    TorchCascade4ReciprocalSqrt,
    TorchCascade8ReciprocalSqrt,
    F64ReciprocalSqrt,
}
Expand description

Arithmetic used by rms_norm_with_arithmetic to form RMSNorm’s scale.

The scalar reciprocal-square-root path is the f32 reference used by production code. The other modes make the exact CPU-fp32 fixture able to discriminate reduction precision and reciprocal placement without changing that normal path.

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ScalarReciprocalSqrt

Left-to-right f32 reduction and sqrt(value).recip().

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ScalarDivideSqrt

Left-to-right f32 reduction and 1.0 / sqrt(value).

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Lanes4ReciprocalSqrt

Four f32 partial sums, then sqrt(value).recip().

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Lanes8ReciprocalSqrt

Eight f32 partial sums, then sqrt(value).recip().

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Lanes16ReciprocalSqrt

Sixteen f32 partial sums, then sqrt(value).recip().

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Lanes32ReciprocalSqrt

Thirty-two f32 partial sums, then sqrt(value).recip().

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TorchCascade4ReciprocalSqrt

The reference stack’s own cascade reduction over a 4-wide vector, then sqrt(value).recip(). See torch_cascade_sum.

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TorchCascade8ReciprocalSqrt

The reference stack’s cascade reduction over an 8-wide vector — the width an ARM build with AT_BUILD_ARM_VEC256_WITH_SLEEF uses, which the pinned oracle reports.

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F64ReciprocalSqrt

f64 reduction and scale calculation, narrowed only at the final scale.

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impl F32RmsNormArithmetic

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pub const WIDENED_F64: Self = Self::F64ReciprocalSqrt

The variant that removes this operation’s f32 reduction rounding, for attribution probes.

Trait Implementations§

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impl Clone for F32RmsNormArithmetic

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fn clone(&self) -> F32RmsNormArithmetic

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 Copy for F32RmsNormArithmetic

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impl Debug for F32RmsNormArithmetic

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

Formats the value using the given formatter. Read more
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impl Eq for F32RmsNormArithmetic

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impl PartialEq for F32RmsNormArithmetic

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fn eq(&self, other: &F32RmsNormArithmetic) -> bool

Equality operator ==. Read more
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Inequality operator !=. Read more
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impl StructuralPartialEq for F32RmsNormArithmetic

Auto Trait Implementations§

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.