.. _f-onnxruntimeperfregression:

module ``external.onnxruntime_perf_regression``
===============================================





.. inheritance-diagram:: pymlbenchmark.external.onnxruntime_perf_regression


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

module ``pymlbenchmark.external.onnxruntime_perf_regression``

Implements a benchmark for a single regression
about performance for :epkg:`onnxruntime`.


:githublink:`%|py|6`




Classes
+++++++

+-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+
| class                                                                                                                               | truncated documentation                                                                                                |
+=====================================================================================================================================+========================================================================================================================+
| :class:`OnnxRuntimeBenchPerfTestRegression <pymlbenchmark.external.onnxruntime_perf_regression.OnnxRuntimeBenchPerfTestRegression>` | Specific test to compare computing time predictions with :epkg:`scikit-learn` and :epkg:`onnxruntime` for a binary ... |
+-------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------+










Methods
+++++++

+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| method                                                                                                                                     | truncated documentation                                                                                                       |
+============================================================================================================================================+===============================================================================================================================+
| :py:meth:`_get_random_dataset <pymlbenchmark.external.onnxruntime_perf_regression.OnnxRuntimeBenchPerfTestRegression._get_random_dataset>` | Returns a random datasets.                                                                                                    |
+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :meth:`fcts <pymlbenchmark.external.onnxruntime_perf_regression.OnnxRuntimeBenchPerfTestRegression.fcts>`                                  | Returns a few functions, tests methods *perdict*, *predict_proba* for both :epkg:`scikit-learn` and :epkg:`OnnxInference` ... |
+--------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+


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

.. automodule:: pymlbenchmark.external.onnxruntime_perf_regression
    :members:
    :special-members: __init__
    :show-inheritance: