.. _f-utilsbackendonnxruntime:

module ``testing.test_utils.utils_backend_onnxruntime``
=======================================================





.. inheritance-diagram:: mlprodict.testing.test_utils.utils_backend_onnxruntime


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

module ``mlprodict.testing.test_utils.utils_backend_onnxruntime``

Inspired from sklearn-onnx, handles two backends.


:githublink:`%|py|5`




Classes
+++++++

+-------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+
| class                                                                                                 | truncated documentation                                                       |
+=======================================================================================================+===============================================================================+
| :class:`InferenceSession2 <mlprodict.testing.test_utils.utils_backend_onnxruntime.InferenceSession2>` | Overwrites class *InferenceSession* to capture the standard output and error. |
+-------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+




Functions
+++++++++

+--------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
| function                                                                                         | truncated documentation                                                                                                    |
+==================================================================================================+============================================================================================================================+
| :func:`_capture_output <mlprodict.testing.test_utils.utils_backend_onnxruntime._capture_output>` |                                                                                                                            |
+--------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+
| :func:`compare_runtime <mlprodict.testing.test_utils.utils_backend_onnxruntime.compare_runtime>` | The function compares the expected output (computed with the model before being converted to ONNX) and the ONNX output ... |
+--------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+








Methods
+++++++

+------------------------------------------------------------------------------------------------------------+----------------------------------+
| method                                                                                                     | truncated documentation          |
+============================================================================================================+==================================+
| :py:meth:`__init__ <mlprodict.testing.test_utils.utils_backend_onnxruntime.InferenceSession2.__init__>`    | Overwrites the constructor.      |
+------------------------------------------------------------------------------------------------------------+----------------------------------+
| :meth:`get_inputs <mlprodict.testing.test_utils.utils_backend_onnxruntime.InferenceSession2.get_inputs>`   | Overwrites method *get_inputs*.  |
+------------------------------------------------------------------------------------------------------------+----------------------------------+
| :meth:`get_outputs <mlprodict.testing.test_utils.utils_backend_onnxruntime.InferenceSession2.get_outputs>` | Overwrites method *get_outputs*. |
+------------------------------------------------------------------------------------------------------------+----------------------------------+
| :meth:`run <mlprodict.testing.test_utils.utils_backend_onnxruntime.InferenceSession2.run>`                 | Overwrites method *run*.         |
+------------------------------------------------------------------------------------------------------------+----------------------------------+


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

.. automodule:: mlprodict.testing.test_utils.utils_backend_onnxruntime
    :members:
    :special-members: __init__
    :show-inheritance: