Struct QuantParamsI8

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pub struct QuantParamsI8 {
    pub scale: f64,
    pub zero_point: i8,
}

Expand description

Quantization parameters for i8 tensors.

Maps integer range [zero_point - 128, zero_point + 127] to floating-point via: float_value = scale * (int_value - zero_point)

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§scale: f64

Scale factor: the step size between consecutive quantized values.

§zero_point: i8

Zero point: the integer value that maps to 0.0 in float.

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impl QuantParamsI8

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pub fn new(scale: f64, zero_point: i8) -> Self

Create new quantization parameters.

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pub fn dequantize(&self, v: i8) -> f64

Dequantize a single i8 value to f64.

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pub fn dequantize_slice(&self, src: &[i8]) -> Vec<f64>

Dequantize a slice of i8 values to f64.

Trait Implementations§

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impl Clone for QuantParamsI8

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fn clone(&self) -> QuantParamsI8

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 Debug for QuantParamsI8

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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 Copy for QuantParamsI8

Auto Trait Implementations§

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impl UnwindSafe for QuantParamsI8

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 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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