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>