Struct burn_tensor::quantization::QuantizationParameters

source ·

pub struct QuantizationParameters<B: Backend> {
    pub scale: Tensor<B, 1>,
    pub offset: Option<Tensor<B, 1, Int>>,
}

Expand description

The quantization parameters.

Fields§

§scale: Tensor<B, 1>

The scaling factor.

§offset: Option<Tensor<B, 1, Int>>

The zero-point offset.

Trait Implementations§

source §

impl<B: Clone + Backend> Clone for QuantizationParameters

source §

fn clone(&self) -> QuantizationParameters

Returns a copy of the value. Read more

1.0.0 · source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

source §

impl<B: Debug + Backend> Debug for QuantizationParameters

source §

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

Formats the value using the given formatter. Read more

source §

impl<B: Backend> From<QuantizationParameters> for QuantizationParametersPrimitive

source §

fn from(value: QuantizationParameters) -> Self

Converts to this type from the input type.

Auto Trait Implementations§

§

impl Freeze for QuantizationParameters
where ::FloatTensorPrimitive<1>: Freeze, ::QuantizedTensorPrimitive<1>: Freeze, ::IntTensorPrimitive<1>: Freeze,

§

impl RefUnwindSafe for QuantizationParameters
where ::FloatTensorPrimitive<1>: RefUnwindSafe, ::QuantizedTensorPrimitive<1>: RefUnwindSafe, ::IntTensorPrimitive<1>: RefUnwindSafe,

§

impl Send for QuantizationParameters

§

impl Sync for QuantizationParameters
where ::FloatTensorPrimitive<1>: Sync, ::QuantizedTensorPrimitive<1>: Sync, ::IntTensorPrimitive<1>: Sync,

§

impl Unpin for QuantizationParameters
where ::FloatTensorPrimitive<1>: Unpin, ::QuantizedTensorPrimitive<1>: Unpin, ::IntTensorPrimitive<1>: Unpin,

§

impl UnwindSafe for QuantizationParameters
where ::FloatTensorPrimitive<1>: UnwindSafe, ::QuantizedTensorPrimitive<1>: UnwindSafe, ::IntTensorPrimitive<1>: UnwindSafe,

Blanket Implementations§

source §

impl<T> Any for T
where T: 'static + ?Sized,

source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

source §

impl<T> Borrow<T> for T
where T: ?Sized,

source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

source §

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

source §

impl<T> CloneToUninit for T
where T: Clone,

source §

unsafe fn clone_to_uninit(&self, dst: *mut T)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dst. Read more

source §

impl<T> From<T> for T

source §

fn from(t: T) -> T

Returns the argument unchanged.

source §

impl<T, U> Into for T
where U: From<T>,

source §

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

source §

impl<T> ToOwned for T
where T: Clone,

§

type Owned = T

The resulting type after obtaining ownership.

source §

fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more

source §

fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more

source §

impl<T, U> TryFrom for T
where U: Into<T>,

§

type Error = Infallible

The type returned in the event of a conversion error.

source §

fn try_from(value: U) -> Result<T, <T as TryFrom>::Error>

Performs the conversion.

source §

impl<T, U> TryInto for T
where U: TryFrom<T>,

§

type Error = >::Error

The type returned in the event of a conversion error.

source §

fn try_into(self) -> Result<U, >::Error>

Performs the conversion.

source §

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

source §

Struct burn_tensor::quantization::QuantizationParametersCopy item path

Fields§

Trait Implementations§

impl<B: Clone + Backend> Clone for QuantizationParameters<B>

fn clone(&self) -> QuantizationParameters<B>

fn clone_from(&mut self, source: &Self)

impl<B: Debug + Backend> Debug for QuantizationParameters<B>

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

impl<B: Backend> From<QuantizationParameters<B>> for QuantizationParametersPrimitive<B>

fn from(value: QuantizationParameters<B>) -> Self

Auto Trait Implementations§

impl<B> Freeze for QuantizationParameters<B>where <B as Backend>::FloatTensorPrimitive<1>: Freeze, <B as Backend>::QuantizedTensorPrimitive<1>: Freeze, <B as Backend>::IntTensorPrimitive<1>: Freeze,

impl<B> RefUnwindSafe for QuantizationParameters<B>where <B as Backend>::FloatTensorPrimitive<1>: RefUnwindSafe, <B as Backend>::QuantizedTensorPrimitive<1>: RefUnwindSafe, <B as Backend>::IntTensorPrimitive<1>: RefUnwindSafe,

impl<B> Send for QuantizationParameters<B>

impl<B> Sync for QuantizationParameters<B>where <B as Backend>::FloatTensorPrimitive<1>: Sync, <B as Backend>::QuantizedTensorPrimitive<1>: Sync, <B as Backend>::IntTensorPrimitive<1>: Sync,

impl<B> Unpin for QuantizationParameters<B>where <B as Backend>::FloatTensorPrimitive<1>: Unpin, <B as Backend>::QuantizedTensorPrimitive<1>: Unpin, <B as Backend>::IntTensorPrimitive<1>: Unpin,

impl<B> UnwindSafe for QuantizationParameters<B>where <B as Backend>::FloatTensorPrimitive<1>: UnwindSafe, <B as Backend>::QuantizedTensorPrimitive<1>: UnwindSafe, <B as Backend>::IntTensorPrimitive<1>: UnwindSafe,

Blanket Implementations§

impl<T> Any for Twhere T: 'static + ?Sized,

fn type_id(&self) -> TypeId

impl<T> Borrow<T> for Twhere T: ?Sized,

fn borrow(&self) -> &T

impl<T> BorrowMut<T> for Twhere T: ?Sized,

fn borrow_mut(&mut self) -> &mut T

impl<T> CloneToUninit for Twhere T: Clone,

unsafe fn clone_to_uninit(&self, dst: *mut T)

impl<T> From<T> for T

fn from(t: T) -> T

impl<T, U> Into<U> for Twhere U: From<T>,

fn into(self) -> U

impl<T> ToOwned for Twhere T: Clone,

type Owned = T

fn to_owned(&self) -> T

fn clone_into(&self, target: &mut T)

impl<T, U> TryFrom<U> for Twhere U: Into<T>,

type Error = Infallible

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

impl<T, U> TryInto<U> for Twhere U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

impl<V, T> VZip<V> for Twhere V: MultiLane<T>,

fn vzip(self) -> V

Struct burn_tensor::quantization::QuantizationParameters

impl<B> Freeze for QuantizationParameters<B>
where <B as Backend>::FloatTensorPrimitive<1>: Freeze, <B as Backend>::QuantizedTensorPrimitive<1>: Freeze, <B as Backend>::IntTensorPrimitive<1>: Freeze,

impl<B> RefUnwindSafe for QuantizationParameters<B>
where <B as Backend>::FloatTensorPrimitive<1>: RefUnwindSafe, <B as Backend>::QuantizedTensorPrimitive<1>: RefUnwindSafe, <B as Backend>::IntTensorPrimitive<1>: RefUnwindSafe,

impl<B> Sync for QuantizationParameters<B>
where <B as Backend>::FloatTensorPrimitive<1>: Sync, <B as Backend>::QuantizedTensorPrimitive<1>: Sync, <B as Backend>::IntTensorPrimitive<1>: Sync,

impl<B> Unpin for QuantizationParameters<B>
where <B as Backend>::FloatTensorPrimitive<1>: Unpin, <B as Backend>::QuantizedTensorPrimitive<1>: Unpin, <B as Backend>::IntTensorPrimitive<1>: Unpin,

impl<B> UnwindSafe for QuantizationParameters<B>
where <B as Backend>::FloatTensorPrimitive<1>: UnwindSafe, <B as Backend>::QuantizedTensorPrimitive<1>: UnwindSafe, <B as Backend>::IntTensorPrimitive<1>: UnwindSafe,

impl<T> Any for T
where T: 'static + ?Sized,

impl<T> Borrow<T> for T
where T: ?Sized,

impl<T> BorrowMut<T> for T
where T: ?Sized,

impl<T> CloneToUninit for T
where T: Clone,

impl<T, U> Into<U> for T
where U: From<T>,

impl<T> ToOwned for T
where T: Clone,

impl<T, U> TryFrom<U> for T
where U: Into<T>,

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

impl<V, T> VZip<V> for T
where V: MultiLane<T>,