Struct Quantization

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pub struct Quantization<MP: MatmulPrecision> {
    pub scaling_lhs: MP::ES,
    pub scaling_rhs: MP::ES,
}
Expand description

Store the quantization meta-parameters. For now, we only support symmetric quantization, thus we only store the scaling.

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§scaling_lhs: MP::ES§scaling_rhs: MP::ES

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impl<MP: MatmulPrecision> Quantization<MP>

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pub fn dequantize(&self, line: Line<MP::EI>, ident: InputIdent) -> Line<MP::ES>

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pub fn __expand_dequantize( context: &mut Scope, this: <Self as CubeType>::ExpandType, line: <Line<MP::EI> as CubeType>::ExpandType, ident: InputIdent, ) -> <Line<MP::ES> as CubeType>::ExpandType

Trait Implementations§

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impl<MP: Clone + MatmulPrecision> Clone for Quantization<MP>
where MP::ES: Clone,

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fn clone(&self) -> Quantization<MP>

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<MP: MatmulPrecision> CubeType for Quantization<MP>

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type ExpandType = QuantizationExpand<MP>

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fn init(scope: &mut Scope, expand: Self::ExpandType) -> Self::ExpandType

Wrapper around the init method, necessary to type inference.
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impl<MP: Copy + MatmulPrecision> Copy for Quantization<MP>
where MP::ES: Copy,

Auto Trait Implementations§

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impl<MP> Freeze for Quantization<MP>
where <MP as MatmulPrecision>::ES: Freeze,

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impl<MP> RefUnwindSafe for Quantization<MP>

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impl<MP> Send for Quantization<MP>

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impl<MP> Sync for Quantization<MP>

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impl<MP> Unpin for Quantization<MP>
where <MP as MatmulPrecision>::ES: Unpin,

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impl<MP> UnwindSafe for Quantization<MP>
where <MP as MatmulPrecision>::ES: 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

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.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V