2.8 KiB
FloorMod
@sphinxdirective
Versioned name: FloorMod-1
Category: Arithmetic binary
Short description: FloorMod performs an element-wise floor modulo operation with two given tensors applying broadcasting rule specified in the auto_broadcast attribute.
Detailed description:
As a first step input tensors a and b are broadcasted if their shapes differ. Broadcasting is performed according to auto_broadcast attribute specification. As a second step FloorMod operation is computed element-wise on the input tensors a and b according to the formula below:
.. math::
o_{i} = a_{i} \mod b_{i}
FloorMod operation computes a reminder of a floored division. It is the same behavior like in
Python programming language: :math:floor(x / y) * y + floor\_mod(x, y) = x. The sign of the result is equal to a sign of a divisor. The result of division by zero is undefined.
Attributes:
-
auto_broadcast
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Description: specifies rules used for auto-broadcasting of input tensors.
-
Range of values:
- none - no auto-broadcasting is allowed, all input shapes must match
- numpy - numpy broadcasting rules, description is available in :doc:
Broadcast Rules For Elementwise Operations <openvino_docs_ops_broadcast_rules>
-
Type: string
-
Default value: "numpy"
-
Required: no
-
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 floor modulo operation. A tensor of type T with shape equal to broadcasted shape of two inputs.
Types
- T: any numeric type.
Examples
Example 1 - no broadcasting
.. code-block::
<layer ... type="FloorMod"> 256 56 256 56 256 56
Example 2: numpy broadcasting
.. code-block:: cpp
<layer ... type="FloorMod"> 8 1 6 1 7 1 5 8 7 6 5
@endsphinxdirective