:orphan:

Extend TVM
----------

TVM is an extensible development platform, with many points of entry to work
with, including options for bringing new datatypes and adding lower level
custom optimization passes. These how-tos describe some ways that TVM can be
extended.



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    <div class="sphx-glr-thumbcontainer" tooltip="TVM is a framework that abstracts away the heterogenity of machine learning accelerators. Somet...">

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  .. image:: /how_to/extend_tvm/images/thumb/sphx_glr_low_level_custom_pass_thumb.png
    :alt: Writing a Customized Pass

  :ref:`sphx_glr_how_to_extend_tvm_low_level_custom_pass.py`

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      <div class="sphx-glr-thumbnail-title">Writing a Customized Pass</div>
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  .. image:: /how_to/extend_tvm/images/thumb/sphx_glr_use_pass_infra_thumb.png
    :alt: How to Use TVM Pass Infra

  :ref:`sphx_glr_how_to_extend_tvm_use_pass_infra.py`

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      <div class="sphx-glr-thumbnail-title">How to Use TVM Pass Infra</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="As more and more passes are implemented, it becomes useful to instrument pass execution, analyz...">

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  .. image:: /how_to/extend_tvm/images/thumb/sphx_glr_use_pass_instrument_thumb.png
    :alt: How to Use TVM Pass Instrument

  :ref:`sphx_glr_how_to_extend_tvm_use_pass_instrument.py`

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      <div class="sphx-glr-thumbnail-title">How to Use TVM Pass Instrument</div>
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.. toctree::
   :hidden:

   /how_to/extend_tvm/low_level_custom_pass
   /how_to/extend_tvm/use_pass_infra
   /how_to/extend_tvm/use_pass_instrument



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