Exp

Versioned name: Exp-1

Category: Activation function

Short description: Exponential element-wise activation function.

Detailed description

Exp performs element-wise exponential activation function on a given input tensor. The mathematical formula is as follows:

\[exp(x) = e^{x}\]

Attributes: Exp operation has no attributes.

Inputs

• 1: A tensor of type T and arbitrary shape. Required.

Outputs

• 1: The result of element-wise Exp function applied to the input tensor. A tensor of type T and the same shape as input tensor.

Types

• T: arbitrary supported floating-point type.

Example

<layer ... type="Exp">
    <input>
        <port id="0">
            <dim>1</dim>
            <dim>256</dim>
        </port>
    </input>
    <output>
        <port id="1">
            <dim>1</dim>
            <dim>256</dim>
        </port>
    </output>
</layer>