openvino/docs/ops/comparison/IsInf_10.md

IsInf

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.. meta:: :description: Learn about IsInf - an element-wise, comparison operation, which can be performed on a single tensor in OpenVINO.

Versioned name: IsInf-10

Category: Comparison

Short description: IsInf performs element-wise mapping of infinite values to True.

Detailed description: IsInf performs element-wise mapping of infinite values to true and other values to false. Attributes detect_negative and detect_positive can be used to control the mapping of negative and positive infinities. Setting both detect_negative and detect_positive to false will map all values to false.

Attributes

• detect_negative

  • Description: specifies rules used for mapping values with negative infinity.
  • Range of values:
    • false - map negative infinity to false
    • true - map negative infinity to true
  • Type: boolean
  • Default value: true
  • Required: no

• detect_positive

  • Description: specifies rules used for mapping values with positive infinity.
  • Range of values:
    • false - map positive infinity to false
    • true - map positive infinity to true
  • Type: boolean
  • Default value: true
  • Required: no

Inputs

• 1: data - Input tensor of type T_IN with data and arbitrary shape. Required.

Outputs

• 1: The result of the element-wise mapping of infinite values applied to the input tensor. A tensor of the boolean type and shape equal to the input tensor.

Types

• T_IN: any supported floating-point type.

Example

.. code-block:: xml :force:

<layer ... type="IsInf" ...> 256 128 256 128

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