Versioned name : HSwish-4

Category : Activation

Short description : HSwish takes one input tensor and produces output tensor where the hard version of swish function is applied to the tensor elementwise.

Detailed description : For each element from the input tensor calculates corresponding element in the output tensor with the following formula:

\[HSwish(x) = x \frac{min(max(x + 3, 0), 6)}{6}\]

The HSwish operation is introduced in the following article.

Attributes : operation has no attributes.

Inputs :

  • 1 : Multidimensional input tensor of type T. Required.

Outputs :

  • 1 : The resulting tensor of the same shape and type as input tensor.


  • T : arbitrary supported floating point type.


<layer ... type="HSwish">
        <port id="0">
        <port id="1">