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QuantizedU8

Struct QuantizedU8 

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#[repr(transparent)]
pub struct QuantizedU8(pub u8);
Expand description

Quantized 8-bit unsigned integer.

This type is a 1-byte wrapper to match Numina’s canonical QU8 byte layout. Quantization parameters (scale/zero-point) are treated as external metadata.

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§0: u8

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impl QuantizedU8

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pub fn from_raw(value: u8) -> Self

Wrap a raw quantized u8 storage value.

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pub fn raw(self) -> u8

Return the underlying raw u8 storage value.

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pub fn quantize(value: f32, scale: f32) -> Self

Quantize a f32 value using scale (no zero-point).

Values are rounded to the nearest integer and clamped to [0, 255].

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pub fn dequantize(self, scale: f32) -> f32

Dequantize this value using scale (no zero-point).

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impl Clone for QuantizedU8

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fn clone(&self) -> QuantizedU8

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 DTypeCandidate for QuantizedU8

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fn size_bytes(&self) -> usize

Returns the size in bytes of this data type
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fn is_float(&self) -> bool

Returns true if this is a floating point type
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fn is_int(&self) -> bool

Returns true if this is an integer type
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fn is_signed(&self) -> bool

Returns true if this is a signed type (for integers)
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fn is_bool(&self) -> bool

Returns true if this is a boolean type
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fn type_name(&self) -> &'static str

Returns a string representation of the type
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unsafe fn from_bytes(bytes: &[u8]) -> Self

Convert from raw bytes (used internally) Read more
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fn to_bytes(&self) -> Vec<u8>

Convert to raw bytes (used internally)
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fn is_signed_int(&self) -> bool

Returns true if this is a signed integer type
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fn is_unsigned_int(&self) -> bool

Returns true if this is an unsigned integer type
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impl DTypeLike for QuantizedU8

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const DTYPE: DType = DType::QU8

Static dtype descriptor for this Rust type
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impl Debug for QuantizedU8

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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 QuantizedU8

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fn default() -> QuantizedU8

Returns the “default value” for a type. Read more
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impl Display for QuantizedU8

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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 From<QuantizedU8> for DType

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fn from(_: QuantizedU8) -> Self

Converts to this type from the input type.
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impl Hash for QuantizedU8

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fn hash<__H: Hasher>(&self, state: &mut __H)

Feeds this value into the given Hasher. Read more
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fn hash_slice<H>(data: &[Self], state: &mut H)
where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher. Read more
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impl PartialEq for QuantizedU8

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fn eq(&self, other: &QuantizedU8) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Copy for QuantizedU8

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impl Eq for QuantizedU8

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impl StructuralPartialEq for QuantizedU8

Auto Trait Implementations§

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> DTypeValue for T

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const DTYPE: DType = const DTYPE: DType = T::DTYPE;

Static dtype descriptor for this Rust type.
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fn write_bytes(self, out: &mut Vec<u8>)

Append the canonical little-endian encoding of this value to out.
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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> ToString for T
where T: Display + ?Sized,

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fn to_string(&self) -> String

Converts the given value to a String. 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<T> DTypeElement for T
where T: DTypeLike + DTypeValue + Copy + Default + Send + Sync + 'static,