Struct burn_tensor::ops::Conv2dBackward
source · pub struct Conv2dBackward<B: Backend> {
pub x_grad: B::TensorPrimitive<4>,
pub weights_grad: B::TensorPrimitive<4>,
pub bias_grad: Option<B::TensorPrimitive<1>>,
}Expand description
Gradient computed during the backward pass for each tensor used by conv2d.
Fields§
§x_grad: B::TensorPrimitive<4>§weights_grad: B::TensorPrimitive<4>§bias_grad: Option<B::TensorPrimitive<1>>Implementations§
source§impl<B: Backend> Conv2dBackward<B>
impl<B: Backend> Conv2dBackward<B>
sourcepub fn new(
x_grad: B::TensorPrimitive<4>,
weights_grad: B::TensorPrimitive<4>,
bias_grad: Option<B::TensorPrimitive<1>>
) -> Self
pub fn new( x_grad: B::TensorPrimitive<4>, weights_grad: B::TensorPrimitive<4>, bias_grad: Option<B::TensorPrimitive<1>> ) -> Self
Constructs a new Conv2dBackward.
Auto Trait Implementations§
impl<B> RefUnwindSafe for Conv2dBackward<B>where <B as Backend>::TensorPrimitive<1>: RefUnwindSafe, <B as Backend>::TensorPrimitive<4>: RefUnwindSafe,
impl<B> Send for Conv2dBackward<B>
impl<B> Sync for Conv2dBackward<B>
impl<B> Unpin for Conv2dBackward<B>where <B as Backend>::TensorPrimitive<1>: Unpin, <B as Backend>::TensorPrimitive<4>: Unpin,
impl<B> UnwindSafe for Conv2dBackward<B>where <B as Backend>::TensorPrimitive<1>: UnwindSafe, <B as Backend>::TensorPrimitive<4>: UnwindSafe,
Blanket Implementations§
§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere SS: SubsetOf<SP>,
§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read more§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.