Struct burn::module::Quantizer

pub struct Quantizer<C>where
    C: Calibration,{
    pub calibration: C,
    pub scheme: QuantizationScheme,
}

Expand description

Describes how to quantize a module.

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§calibration: C

The calibration method used in quantization.

§scheme: QuantizationScheme

The quantization scheme.

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impl<B, C> ModuleMapper for Quantizer<C>
where B: Backend, C: Calibration,

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fn map_float<const D: usize>( &mut self, _id: ParamId, tensor: Tensor<B, D>, ) -> Tensor<B, D>

Map a float tensor in the module.

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fn map_int<const D: usize>( &mut self, _id: ParamId, tensor: Tensor<B, D, Int>, ) -> Tensor<B, D, Int>

Map an int tensor in the module.

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fn map_bool<const D: usize>( &mut self, _id: ParamId, tensor: Tensor<B, D, Bool>, ) -> Tensor<B, D, Bool>

Map a bool tensor in the module.

Auto Trait Implementations§

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impl<C> UnwindSafe for Quantizer<C>
where C: UnwindSafe,

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.

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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> Downcast<T> for T

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fn downcast(&self) -> &T

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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> 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>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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impl<T, U> Into 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> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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