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InstanceNormArgs

baracuda_kernels::norm::instance_norm

Struct InstanceNormArgs

pub struct InstanceNormArgs<'a, T: Element, const N: usize> {
    pub x: TensorRef<'a, T, N>,
    pub gamma: Option<TensorRef<'a, T, 1>>,
    pub beta: Option<TensorRef<'a, T, 1>>,
    pub y: TensorMut<'a, T, N>,
    pub saved_mean: TensorMut<'a, T, 1>,
    pub saved_rstd: TensorMut<'a, T, 1>,
}

Expand description

Args bundle for InstanceNorm FW.

Fields§

§x: TensorRef<'a, T, N>

Input.

§gamma: Option<TensorRef<'a, T, 1>>

Per-channel gamma.

§beta: Option<TensorRef<'a, T, 1>>

Per-channel beta.

§y: TensorMut<'a, T, N>

Output.

§saved_mean: TensorMut<'a, T, 1>

Saved per-(N, C) mean — length == N * C.

§saved_rstd: TensorMut<'a, T, 1>

Saved per-(N, C) inv_std — length == N * C.

Auto Trait Implementations§

impl<'a, T, const N: usize> !UnwindSafe for InstanceNormArgs<'a, T, N>

impl<'a, T, const N: usize> Freeze for InstanceNormArgs<'a, T, N>

impl<'a, T, const N: usize> RefUnwindSafe for InstanceNormArgs<'a, T, N>
where T: RefUnwindSafe,

impl<'a, T, const N: usize> Send for InstanceNormArgs<'a, T, N>
where T: Sync + Send,

impl<'a, T, const N: usize> Sync for InstanceNormArgs<'a, T, N>
where T: Sync,

impl<'a, T, const N: usize> Unpin for InstanceNormArgs<'a, T, N>

impl<'a, T, const N: usize> UnsafeUnpin for InstanceNormArgs<'a, T, N>

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

impl<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

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

type Error = Infallible

The type returned in the event of a conversion error.

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

Performs the conversion.

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

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

The type returned in the event of a conversion error.

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

Performs the conversion.