2.8 KiB
LessEqual
@sphinxdirective
Versioned name: LessEqual-1
Category: Comparison binary
Short description: LessEqual performs element-wise comparison operation with two given tensors applying broadcast rules specified in the auto_broadcast attribute.
Detailed description
Before performing arithmetic operation, input tensors a and b are broadcasted if their shapes are different and auto_broadcast attributes is not none. Broadcasting is performed according to auto_broadcast value.
After broadcasting LessEqual does the following with the input tensors a and b:
.. math::
o_{i} = a_{i} \leq b_{i}
Attributes:
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auto_broadcast
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Description: specifies rules used for auto-broadcasting of input tensors.
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Range of values:
- none - no auto-broadcasting is allowed, all input shapes should match,
- numpy - numpy broadcasting rules, description is available in :doc:
Broadcast Rules For Elementwise Operations <openvino_docs_ops_broadcast_rules>, - pdpd - PaddlePaddle-style implicit broadcasting, description is available in :doc:
Broadcast Rules For Elementwise Operations <openvino_docs_ops_broadcast_rules>.
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Type: string
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Default value: "numpy"
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Required: no
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Inputs
- 1: A tensor of type T and arbitrary shape. Required.
- 2: A tensor of type T and arbitrary shape. Required.
Outputs
- 1: The result of element-wise comparison operation applied to the input tensors. A tensor of type boolean and shape equal to broadcasted shape of two inputs.
Types
- T: arbitrary supported type.
Examples
Example 1: no broadcast
.. code-block:: cpp
<layer ... type="LessEqual"> 256 56 256 56 256 56
Example 2: numpy broadcast
.. code-block:: cpp
<layer ... type="LessEqual"> 8 1 6 1 7 1 5 8 7 6 5
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