:orphan:



.. _sphx_glr_how_to_work_with_schedules:

Work With Tensor Expression and Schedules
-----------------------------------------



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="TVM is a domain specific language for efficient kernel construction.">

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    .. figure:: /how_to/work_with_schedules/images/thumb/sphx_glr_schedule_primitives_thumb.png

        :ref:`sphx_glr_how_to_work_with_schedules_schedule_primitives.py`

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    </div>


.. toctree::
   :hidden:

   /how_to/work_with_schedules/schedule_primitives

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is an introduction material on how to do reduction in TVM. Associative reduction operators...">

.. only:: html

    .. figure:: /how_to/work_with_schedules/images/thumb/sphx_glr_reduction_thumb.png

        :ref:`sphx_glr_how_to_work_with_schedules_reduction.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/work_with_schedules/reduction

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="While TVM supports basic arithmetic operations. In many cases usually we will need more complic...">

.. only:: html

    .. figure:: /how_to/work_with_schedules/images/thumb/sphx_glr_intrin_math_thumb.png

        :ref:`sphx_glr_how_to_work_with_schedules_intrin_math.py`

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    </div>


.. toctree::
   :hidden:

   /how_to/work_with_schedules/intrin_math

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is an introduction material on how to do recurrent computing in TVM. Recurrent computing i...">

.. only:: html

    .. figure:: /how_to/work_with_schedules/images/thumb/sphx_glr_scan_thumb.png

        :ref:`sphx_glr_how_to_work_with_schedules_scan.py`

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    </div>


.. toctree::
   :hidden:

   /how_to/work_with_schedules/scan

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="While TVM supports transparent code generation, sometimes it is also helpful to incorporate man...">

.. only:: html

    .. figure:: /how_to/work_with_schedules/images/thumb/sphx_glr_extern_op_thumb.png

        :ref:`sphx_glr_how_to_work_with_schedules_extern_op.py`

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    </div>


.. toctree::
   :hidden:

   /how_to/work_with_schedules/extern_op

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is an introduction material on how to perform tensorization in TVM.">

.. only:: html

    .. figure:: /how_to/work_with_schedules/images/thumb/sphx_glr_tensorize_thumb.png

        :ref:`sphx_glr_how_to_work_with_schedules_tensorize.py`

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    </div>


.. toctree::
   :hidden:

   /how_to/work_with_schedules/tensorize

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Often we want to compute multiple outputs with the same shape within a single loop or perform r...">

.. only:: html

    .. figure:: /how_to/work_with_schedules/images/thumb/sphx_glr_tuple_inputs_thumb.png

        :ref:`sphx_glr_how_to_work_with_schedules_tuple_inputs.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/work_with_schedules/tuple_inputs

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This is an introduction about using TEDD to visualize tensor expressions.">

.. only:: html

    .. figure:: /how_to/work_with_schedules/images/thumb/sphx_glr_tedd_thumb.png

        :ref:`sphx_glr_how_to_work_with_schedules_tedd.py`

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    </div>


.. toctree::
   :hidden:

   /how_to/work_with_schedules/tedd
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    <div style='clear:both'></div>



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

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