:orphan:

Gallery of examples
===================

.. toctree::
    :maxdepth: 1



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    <div class="sphx-glr-thumbnails">


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    <div class="sphx-glr-thumbcontainer" tooltip="There is no other way to look into one model stored in ONNX format than looking into its node w...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_pipeline_thumb.png
    :alt: Draw a pipeline

  :ref:`sphx_glr_auto_examples_plot_pipeline.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Draw a pipeline</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to load a model and compute the output for an input vector. It al...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_load_and_predict_thumb.png
    :alt: Load and predict with ONNX Runtime and a very simple model

  :ref:`sphx_glr_auto_examples_plot_load_and_predict.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Load and predict with ONNX Runtime and a very simple model</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="*ONNX Runtime* extends the `onnx backend API &lt;https://github.com/onnx/onnx/blob/main/docs/Imple...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_backend_thumb.png
    :alt: ONNX Runtime Backend for ONNX

  :ref:`sphx_glr_auto_examples_plot_backend.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">ONNX Runtime Backend for ONNX</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="ONNX format contains metadata related to how the model was produced. It is useful when the mode...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_metadata_thumb.png
    :alt: Metadata

  :ref:`sphx_glr_auto_examples_plot_metadata.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Metadata</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="*ONNX Runtime* can profile the execution of the model. This example shows how to interpret the ...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_profiling_thumb.png
    :alt: Profile the execution of a simple model

  :ref:`sphx_glr_auto_examples_plot_profiling.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Profile the execution of a simple model</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates an end to end scenario starting with the training of a scikit-learn p...">

.. only:: html

  .. image:: /auto_examples/images/thumb/sphx_glr_plot_convert_pipeline_vectorizer_thumb.png
    :alt: Train, convert and predict with ONNX Runtime

  :ref:`sphx_glr_auto_examples_plot_convert_pipeline_vectorizer.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Train, convert and predict with ONNX Runtime</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example looks into several common situations in which *onnxruntime* does not return the mo...">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_common_errors_thumb.png
    :alt: Common errors with onnxruntime

  :ref:`sphx_glr_auto_examples_plot_common_errors.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Common errors with onnxruntime</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates an end to end scenario starting with the training of a machine learne...">

.. only:: html

  .. image:: /auto_examples/images/thumb/sphx_glr_plot_train_convert_predict_thumb.png
    :alt: Train, convert and predict with ONNX Runtime

  :ref:`sphx_glr_auto_examples_plot_train_convert_predict.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Train, convert and predict with ONNX Runtime</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_pipeline
   /auto_examples/plot_load_and_predict
   /auto_examples/plot_backend
   /auto_examples/plot_metadata
   /auto_examples/plot_profiling
   /auto_examples/plot_convert_pipeline_vectorizer
   /auto_examples/plot_common_errors
   /auto_examples/plot_train_convert_predict


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download all examples in Python source code: auto_examples_python.zip </auto_examples/auto_examples_python.zip>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download all examples in Jupyter notebooks: auto_examples_jupyter.zip </auto_examples/auto_examples_jupyter.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_