Struct IElementWiseLayer 

pub struct IElementWiseLayer { /* private fields */ }

IElementWiseLayer

A elementwise layer in a network definition.

This layer applies a per-element binary operation between corresponding elements of two tensors.

The input tensors must have the same rank. For each dimension, their lengths must match, or one of them must be one. In the latter case, the tensor is broadcast along that axis.

The output tensor has the same rank as the inputs. For each output dimension, its length is equal to the lengths of the corresponding input dimensions if they match, otherwise it is equal to the length that is not one.

When running this layer on the DLA with Int8 data type, the dynamic ranges of two input tensors shall be equal. If the dynamic ranges are generated using calibrator, the largest value shall be used.

Do not inherit from this class, as doing so will break forward-compatibility of the API and ABI.

Implementations

impl IElementWiseLayer

pub fn setOperation(self: Pin<&mut IElementWiseLayer>, op: ElementWiseOperation)

Set the binary operation for the layer.

DLA supports only kSUM, kPROD, kMAX, kMIN, and kSUB.

See [getOperation()], ElementWiseOperation

See [getBiasWeights()]

pub fn getOperation(self: &IElementWiseLayer) -> ElementWiseOperation

Get the binary operation for the layer.

See [setOperation()], ElementWiseOperation

See [setBiasWeights()]

Trait Implementations

impl AsLayer for IElementWiseLayer

fn as_layer(&self) -> &ILayer

fn as_layer_pin_mut(&mut self) -> Pin<&mut ILayer>

impl AsLayerTyped for IElementWiseLayer

const TYPE: LayerType = LayerType::kELEMENTWISE

impl AsRef<ILayer> for IElementWiseLayer

fn as_ref(self: &IElementWiseLayer) -> &ILayer

Converts this type into a shared reference of the (usually inferred) input type.

impl ExternType for IElementWiseLayer

type Id = (n, v, i, n, f, e, r, _1, (), I, E, l, e, m, e, n, t, W, i, s, e, L, a, y, e, r)

A type-level representation of the type’s C++ namespace and type name.

type Kind = Opaque

Either cxx::kind::Opaque or cxx::kind::Trivial.

impl MakeCppStorage for IElementWiseLayer

unsafe fn allocate_uninitialized_cpp_storage() -> *mut IElementWiseLayer

Allocates heap space for this type in C++ and return a pointer to that space, but do not initialize that space (i.e. do not yet call a constructor).

unsafe fn free_uninitialized_cpp_storage(arg0: *mut IElementWiseLayer)

Frees a C++ allocation which has not yet had a constructor called.