:orphan:

.. _examples-gallery:

Examples
========

A gallery of runnable examples showing how to use the SIMD-accelerated CPU
kernels provided by ``onnx-light-cpu`` from Python.


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  <div id='sg-tag-list' class='sphx-glr-tag-list'></div>


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

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    <div class="sphx-glr-thumbcontainer" tooltip="This example exercises the SIMD-accelerated Abs kernels provided by onnx-light-cpu from Python. The extension detects the best available instruction set (AVX-512, AVX2, AVX, SSE2, or a scalar fallback) once at runtime and dispatches every call to that implementation.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_abs_simd_thumb.png
    :alt:

  :doc:`/auto_examples/plot_abs_simd`

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      <div class="sphx-glr-thumbnail-title">Elementwise Abs with runtime SIMD dispatch</div>
    </div>


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    <div class="sphx-glr-thumbcontainer" tooltip="This example compares three ways of computing the elementwise absolute value of a float32 array across a range of input sizes:">

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  .. image:: /auto_examples/images/thumb/sphx_glr_plot_abs_benchmark_thumb.png
    :alt:

  :doc:`/auto_examples/plot_abs_benchmark`

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      <div class="sphx-glr-thumbnail-title">Benchmark Abs: onnxruntime vs onnx-light + onnx-light-cpu</div>
    </div>


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    </div>


.. toctree::
   :hidden:

   /auto_examples/plot_abs_simd
   /auto_examples/plot_abs_benchmark


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  .. 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>`


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

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