Enum FanInOut

source

pub enum FanInOut {
    FanIn,
    FanOut,
}

Expand description

Number of features as input or output of a layer. In Kaiming initialization, choosing FanIn preserves the magnitude of the variance of the weights in the forward pass, choosing FanOut preserves this magnitude in the backward pass.

Variants§

§

FanIn

§

FanOut

Implementations§

source §

impl FanInOut

source

pub fn for_shape(&self, shape: &Shape) -> usize

Compute the fan-in or fan-out value for a weight tensor of the specified dimensions. https://github.com/pytorch/pytorch/blob/dbeacf11820e336e803bb719b7aaaf2125ae4d9c/torch/nn/init.py#L284

Trait Implementations§

source §

impl Clone for FanInOut

source §

fn clone(&self) -> FanInOut

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 Debug for FanInOut

source §

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

Formats the value using the given formatter. Read more

source §

impl Copy for FanInOut

Auto Trait Implementations§

§

impl UnwindSafe for FanInOut

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> 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

§