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QuantisationPass

lift_opt::quantisation_pass

Struct QuantisationPass 

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pub struct QuantisationPass {
    pub target_dtype: QuantTarget,
    pub mode: QuantMode,
}
Expand description

Quantisation pass: inserts quantize/dequantize pairs around compute-heavy ops to reduce memory footprint and accelerate inference.

Supported modes:

  • Dynamic: insert Q/DQ around MatMul and Linear
  • Static: insert Q/DQ with pre-computed scales from calibration

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§target_dtype: QuantTarget§mode: QuantMode

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impl Debug for QuantisationPass

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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 Default for QuantisationPass

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl Pass for QuantisationPass

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fn name(&self) -> &str

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fn run(&self, ctx: &mut Context, _cache: &mut AnalysisCache) -> PassResult

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fn invalidates(&self) -> Vec<&str>

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where T: 'static + ?Sized,

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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
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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self>

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Calls U::from(self).

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type Error = Infallible

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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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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

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