.. _f-opquantizelinear:

module ``onnxrt.ops_cpu.op_quantize_linear``
============================================





.. inheritance-diagram:: mlprodict.onnxrt.ops_cpu.op_quantize_linear


Short summary
+++++++++++++

module ``mlprodict.onnxrt.ops_cpu.op_quantize_linear``

Runtime operator.


:githublink:`%|py|7`




Classes
+++++++

+----------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------+
| class                                                                                              | truncated documentation                                                                                                        |
+====================================================================================================+================================================================================================================================+
| :class:`_CommonQuantizeLinear <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear>` |                                                                                                                                |
+----------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------+
| :class:`DynamicQuantizeLinear <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear>` | DynamicQuantizeLinear ===================== A Function to fuse calculation for Scale, Zero Point and FP32->8Bit convertion ... |
+----------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------+
| :class:`QuantizeLinear <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear>`               | QuantizeLinear ============== The linear quantization operator. It consumes a high precision tensor, a scale, and a zero ...   |
+----------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------+






Properties
++++++++++

+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| property                                                                                                                | truncated documentation                                                                                               |
+=========================================================================================================================+=======================================================================================================================+
| :meth:`args_default <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear.args_default>`                   | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_default <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear.args_default>`                          | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_default <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear.args_default>`                   | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_default_modified <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear.args_default_modified>` | Returns the list of modified parameters.                                                                              |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_default_modified <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear.args_default_modified>`        | Returns the list of modified parameters.                                                                              |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_default_modified <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear.args_default_modified>` | Returns the list of modified parameters.                                                                              |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_mandatory <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear.args_mandatory>`               | Returns the list of optional arguments.                                                                               |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_mandatory <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear.args_mandatory>`                      | Returns the list of optional arguments.                                                                               |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_mandatory <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear.args_mandatory>`               | Returns the list of optional arguments.                                                                               |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_optional <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear.args_optional>`                 | Returns the list of optional arguments.                                                                               |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_optional <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear.args_optional>`                        | Returns the list of optional arguments.                                                                               |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_optional <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear.args_optional>`                 | Returns the list of optional arguments.                                                                               |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`atts_value <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear.atts_value>`                       | Returns all parameters in a dictionary.                                                                               |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`atts_value <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear.atts_value>`                              | Returns all parameters in a dictionary.                                                                               |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`atts_value <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear.atts_value>`                       | Returns all parameters in a dictionary.                                                                               |
+-------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+






Methods
+++++++

+---------------------------------------------------------------------------------------------------+-------------------------+
| method                                                                                            | truncated documentation |
+===================================================================================================+=========================+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear.__init__>`  |                         |
+---------------------------------------------------------------------------------------------------+-------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear.__init__>`         |                         |
+---------------------------------------------------------------------------------------------------+-------------------------+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear.__init__>`  |                         |
+---------------------------------------------------------------------------------------------------+-------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_quantize_linear.DynamicQuantizeLinear._run>`          |                         |
+---------------------------------------------------------------------------------------------------+-------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear._run>`                 |                         |
+---------------------------------------------------------------------------------------------------+-------------------------+
| :meth:`common_run <mlprodict.onnxrt.ops_cpu.op_quantize_linear.QuantizeLinear.common_run>`        |                         |
+---------------------------------------------------------------------------------------------------+-------------------------+
| :meth:`common_run <mlprodict.onnxrt.ops_cpu.op_quantize_linear._CommonQuantizeLinear.common_run>` |                         |
+---------------------------------------------------------------------------------------------------+-------------------------+


Documentation
+++++++++++++

.. automodule:: mlprodict.onnxrt.ops_cpu.op_quantize_linear
    :members:
    :special-members: __init__
    :show-inheritance: