Relu

Relu  // Elementwise relu operation

Inputs

Name

Element Type

Shape

arg

Any

Any

Outputs

Name

Element Type

Shape

output

Same as arg

Same as arg

Mathematical Definition

\[\begin{split}\mathtt{output}_{i_0, \ldots, i_{n-1}} = \begin{cases} 0&\text{if }\mathtt{arg}_{i_0, \ldots, i_{n-1}} \le 0 \\ \mathtt{arg}_{i_0, \ldots, i_{n-1}}&\text{otherwise} \end{cases}\end{split}\]

C++ Interface

class Relu : public ngraph::op::util::UnaryElementwiseArithmetic

Elementwise Relu operation.

Public Functions

const std::string &description() const

Get the string name for the type of the node, such as Add or Multiply. The class name, must not contain spaces as it is used for codegen.

Return

A const reference to the node’s type name

Relu(const Output<ngraph::Node> &arg)

Constructs a Relu operation.

Parameters
  • arg: Node that produces the input tensor.