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SimdElementwiseAdd

scirs2_autograd::tensor_ops::simd_ops

Struct SimdElementwiseAdd

pub struct SimdElementwiseAdd;

Expand description

SIMD-accelerated element-wise addition operator.

Forward: y = a + b Backward: da = dy, db = dy

Trait Implementations§

impl<F: Float> Op<F> for SimdElementwiseAdd

fn name(&self) -> &'static str

Name of this op

fn compute(&self, ctx: &mut ComputeContext<F>) -> Result<(), OpError>

Runs this op with ComputeContext.

fn grad<'a>(&self, ctx: &mut GradientContext<'a, 'a, F>)

Returns gradients for input nodes by use of output’s gradients etc.

fn as_any(&self) -> Option<&dyn Any>

Returns self as Any for downcasting. Default returns None.

Auto Trait Implementations§

impl Freeze for SimdElementwiseAdd

impl RefUnwindSafe for SimdElementwiseAdd

impl Send for SimdElementwiseAdd

impl Sync for SimdElementwiseAdd

impl Unpin for SimdElementwiseAdd

impl UnsafeUnpin for SimdElementwiseAdd

impl UnwindSafe for SimdElementwiseAdd

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> IntoEither for T

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

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

impl<T> Pointable for T

const ALIGN: usize

The alignment of pointer.

type Init = T

The type for initializers.

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

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