Struct DynQuantTensor

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pub struct DynQuantTensor {
    pub data: Vec<i8>,
    pub scales: Vec<f32>,
    pub shape: Vec<usize>,
    pub format: DynQuantFormat,
}

Expand description

A dynamically quantized tensor.

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§data: Vec<i8>

Quantized values (i8 storage for both INT8 and INT4).

§scales: Vec<f32>

Scales, one per quantization group.

§shape: Vec<usize>

Shape of the original tensor.

§format: DynQuantFormat

Quantization format.

Implementations§

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impl DynQuantTensor

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pub fn dequantize(&self) -> Vec<f32>

Dequantize back to f32.

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pub fn memory_bytes(&self) -> usize

Memory in bytes (data + scales).

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pub fn compression_ratio(&self) -> f32

Compression ratio vs f32 (data only, excluding scales).

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pub fn element_count(&self) -> usize

Number of elements.

Trait Implementations§

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impl Clone for DynQuantTensor

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fn clone(&self) -> DynQuantTensor

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 Debug for DynQuantTensor

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl UnwindSafe for DynQuantTensor

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> 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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