Struct BatchNormTrainOutput

Source

pub struct BatchNormTrainOutput<const D: usize> {
    pub output: Tensor<D>,
    pub mean: Tensor<1>,
    pub variance: Tensor<1>,
}

Expand description

Output and batch statistics from batch_norm_train.

Fields§

§output: Tensor<D>

The normalized input, with the same shape as the input.

§mean: Tensor<1>

The batch mean with shape [channels], detached on autodiff devices.

§variance: Tensor<1>

The biased (population) batch variance with shape [channels], excluding epsilon and detached on autodiff devices.

Auto Trait Implementations§

§

impl<const D: usize> Freeze for BatchNormTrainOutput<D>
where Tensor<D>: Freeze,

§

impl<const D: usize> RefUnwindSafe for BatchNormTrainOutput<D>
where Tensor<D>: RefUnwindSafe,

§

impl<const D: usize> UnsafeUnpin for BatchNormTrainOutput<D>
where Tensor<D>: UnsafeUnpin,

§

impl<const D: usize> UnwindSafe for BatchNormTrainOutput<D>
where Tensor<D>: 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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

Source §

impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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> IntoEither for T

Source §

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

Source §

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

Source §