openvino/docs/ops/activation/HSigmoid_5.md

HSigmoid

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Versioned name: HSigmoid-5

Category: Activation function

Short description: HSigmoid takes one input tensor and produces output tensor where the hard version of sigmoid 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:

.. math::

HSigmoid(x) = \frac{min(max(x + 3,\ 0),\ 6)}{6}

The HSigmoid operation is introduced in the following article <https://arxiv.org/pdf/1905.02244.pdf>__.

Attributes: operations has no attributes.

Inputs:

• 1: A tensor of type T. Required.

Outputs:

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

Types

• T: any floating-point type.

Examples

.. code-block:: cpp

<layer ... type="HSigmoid"> 256 256

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