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Fp8Codec

Struct Fp8Codec 

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pub struct Fp8Codec {
    pub format: Fp8Format,
    pub saturate: bool,
}
Expand description

FP8 encoder/decoder.

Saturating conversion: values exceeding max_val are clamped; NaN/Inf inputs return an error.

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§format: Fp8Format

Target FP8 format.

§saturate: bool

Whether to saturate (clamp) out-of-range values instead of erroring.

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impl Fp8Codec

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pub fn e4m3() -> Self

E4M3 codec with saturation.

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pub fn e5m2() -> Self

E5M2 codec with saturation.

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pub fn encode_f32(&self, v: f32) -> QuantResult<u8>

Encode a single f32 to FP8 u8.

§Errors
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pub fn decode_f32(&self, b: u8) -> f32

Decode a FP8 u8 to f32.

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pub fn encode(&self, data: &[f32]) -> QuantResult<Vec<u8>>

Encode a slice of f32 to FP8.

§Errors

Propagates QuantError::NonFiniteFp8 on first NaN/Inf when not saturating.

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pub fn decode(&self, data: &[u8]) -> Vec<f32>

Decode a slice of FP8 to f32.

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pub fn quantization_mse(&self, data: &[f32]) -> QuantResult<f32>

Mean squared error of the FP8 round-trip.

§Errors

Propagates encode errors.

Trait Implementations§

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impl Clone for Fp8Codec

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fn clone(&self) -> Fp8Codec

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 Fp8Codec

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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 Fp8Codec

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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<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, 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.