burn::tensor::ops

Struct Conv2dBackward

pub struct Conv2dBackward<B>where
    B: Backend,{
    pub x_grad: <B as Backend>::FloatTensorPrimitive,
    pub weights_grad: <B as Backend>::FloatTensorPrimitive,
    pub bias_grad: Option<<B as Backend>::FloatTensorPrimitive>,
}

Expand description

Gradient computed during the backward pass for each tensor used by conv2d.

Fields§

§x_grad: ::FloatTensorPrimitive

Gradient.

§weights_grad: ::FloatTensorPrimitive

Weights gradient.

§bias_grad: Option<::FloatTensorPrimitive>

Bias gradient.

Implementations§

§

impl Conv2dBackward
where B: Backend,

pub fn new( x_grad: ::FloatTensorPrimitive, weights_grad: ::FloatTensorPrimitive, bias_grad: Option<::FloatTensorPrimitive>, ) -> Conv2dBackward

Constructs a new Conv2dBackward.

Auto Trait Implementations§

§

impl Freeze for Conv2dBackward
where ::FloatTensorPrimitive: Freeze,

§

impl RefUnwindSafe for Conv2dBackward
where ::FloatTensorPrimitive: RefUnwindSafe,

§

impl UnwindSafe for Conv2dBackward
where ::FloatTensorPrimitive: UnwindSafe,

Blanket Implementations§

§

impl<T> Adaptor<()> for T

§

fn adapt(&self)

Adapt the type to be passed to a metric.

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

§

impl<T> Downcast<T> for T

§

fn downcast(&self) -> &T

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

§