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DeformConv2dBackward

burn_tensor::ops

Struct DeformConv2dBackward

pub struct DeformConv2dBackward<B>where
    B: Backend,{
    pub x_grad: <B as Backend>::FloatTensorPrimitive,
    pub offset_grad: <B as Backend>::FloatTensorPrimitive,
    pub weight_grad: <B as Backend>::FloatTensorPrimitive,
    pub mask_grad: Option<<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 deform_conv2d.

Fields§

§x_grad: <B as Backend>::FloatTensorPrimitive

Gradient.

§offset_grad: <B as Backend>::FloatTensorPrimitive

Offset gradient.

§weight_grad: <B as Backend>::FloatTensorPrimitive

Weights gradient.

§mask_grad: Option<<B as Backend>::FloatTensorPrimitive>

Mask gradient.

§bias_grad: Option<<B as Backend>::FloatTensorPrimitive>

Bias gradient.

Implementations§

impl<B> DeformConv2dBackward<B>
where B: Backend,

pub fn new( x_grad: <B as Backend>::FloatTensorPrimitive, offset_grad: <B as Backend>::FloatTensorPrimitive, weight_grad: <B as Backend>::FloatTensorPrimitive, mask_grad: Option<<B as Backend>::FloatTensorPrimitive>, bias_grad: Option<<B as Backend>::FloatTensorPrimitive>, ) -> DeformConv2dBackward<B>

Constructs a new DeformConv2dBackward.

Auto Trait Implementations§

impl<B> Freeze for DeformConv2dBackward<B>
where <B as Backend>::FloatTensorPrimitive: Freeze,

impl<B> RefUnwindSafe for DeformConv2dBackward<B>
where <B as Backend>::FloatTensorPrimitive: RefUnwindSafe,

impl<B> Send for DeformConv2dBackward<B>

impl<B> Sync for DeformConv2dBackward<B>

impl<B> Unpin for DeformConv2dBackward<B>
where <B as Backend>::FloatTensorPrimitive: Unpin,

impl<B> UnwindSafe for DeformConv2dBackward<B>
where <B as Backend>::FloatTensorPrimitive: UnwindSafe,

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.

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

fn vzip(self) -> V