:orphan:

Benchmarks
==========

These examples measure runtime and scaling for fixed PyMieSim configurations.
Timings depend on the machine; the scripts print enough metadata to make
comparisons meaningful. Sphinx-Gallery exports each benchmark as a notebook.


.. raw:: html

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


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Estimate Python-managed peak memory for increasingly large parameter sweeps. tracemalloc does not include all native allocations made by the C++ extension; use an operating-system profiler for complete process memory.">

.. only:: html

  .. image:: /gallery/benchmarks/images/thumb/sphx_glr_memory_scaling_thumb.png
    :alt:

  :doc:`/gallery/benchmarks/memory_scaling`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Memory scaling with sweep size</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Measure the effect of expanding two sweep dimensions: particle diameter and material refractive index.">

.. only:: html

  .. image:: /gallery/benchmarks/images/thumb/sphx_glr_parameter_grid_thumb.png
    :alt:

  :doc:`/gallery/benchmarks/parameter_grid`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Parameter-grid scaling</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Benchmark a fixed PyMieSim parameter grid while recording environment metadata. The script is deterministic; runtime values are machine-dependent and should be compared only under the same environment.">

.. only:: html

  .. image:: /gallery/benchmarks/images/thumb/sphx_glr_reproducible_parameter_sweep_thumb.png
    :alt:

  :doc:`/gallery/benchmarks/reproducible_parameter_sweep`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Reproducible parameter-sweep benchmark</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Measure how long a Qsca calculation takes as the number of sphere diameters increases.">

.. only:: html

  .. image:: /gallery/benchmarks/images/thumb/sphx_glr_sweep_runtime_thumb.png
    :alt:

  :doc:`/gallery/benchmarks/sweep_runtime`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Runtime scaling with sweep size</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /gallery/benchmarks/memory_scaling
   /gallery/benchmarks/parameter_grid
   /gallery/benchmarks/reproducible_parameter_sweep
   /gallery/benchmarks/sweep_runtime



.. only:: html

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

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