.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "examples/latency_offset_scheduling.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_examples_latency_offset_scheduling.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_examples_latency_offset_scheduling.py:


==================================================
Automatic scheduling for different latency-offsets
==================================================

This example showcases how one can generate a schedule where the
operations have different latency offsets for the different inputs/outputs.

.. GENERATED FROM PYTHON SOURCE LINES 9-22

.. code-block:: Python


    from b_asic.list_schedulers import HybridScheduler
    from b_asic.schedule import Schedule
    from b_asic.scheduler import ALAPScheduler, ASAPScheduler
    from b_asic.sfg_generators import ldlt_matrix_inverse

    sfg = ldlt_matrix_inverse(N=3, name="matrix-inv", pe="mads")

    sfg.set_latency_offsets_of_type_name("mads", {"in0": 3, "in1": 0, "in2": 0, "out0": 4})
    sfg.set_execution_time_of_type_name("mads", 1)
    sfg.set_latency_of_type_name("rec", 10)
    sfg.set_execution_time_of_type_name("rec", 1)








.. GENERATED FROM PYTHON SOURCE LINES 23-24

The SFG is

.. GENERATED FROM PYTHON SOURCE LINES 24-26

.. code-block:: Python

    sfg






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    <!-- out2&#45;&gt;out3 -->
    <!-- mads7.0 -->
    <g id="node21" class="node">
    <title>mads7.0</title>
    <ellipse fill="black" stroke="black" cx="2166.83" cy="-297.59" rx="1.8" ry="1.8"/>
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    <!-- mads7.0&#45;&gt;mads5 -->
    <g id="edge36" class="edge">
    <title>mads7.0&#45;&gt;mads5</title>
    <path fill="none" stroke="black" d="M2168.7,-298.11C2173.12,-300.73 2193.59,-312.9 2212.24,-323.99"/>
    <polygon fill="black" stroke="black" points="2210.52,-327.03 2220.9,-329.13 2214.09,-321.01 2210.52,-327.03"/>
    <text text-anchor="middle" x="2215.9" y="-317.93" font-family="Times,serif" font-size="14.00">2</text>
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    <!-- mads7.0&#45;&gt;out2 -->
    <g id="edge15" class="edge">
    <title>mads7.0&#45;&gt;out2:w</title>
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    <polygon fill="black" stroke="black" points="2472.6,-327.05 2482.62,-323.59 2472.63,-320.05 2472.6,-327.05"/>
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    <!-- mads7 -->
    <g id="node22" class="node">
    <title>mads7</title>
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    <text text-anchor="middle" x="2087.44" y="-170.89" font-family="Times,serif" font-size="14.00">mads7</text>
    </g>
    <!-- mads7&#45;&gt;mads7.0 -->
    <g id="edge16" class="edge">
    <title>mads7&#45;&gt;mads7.0</title>
    <path fill="none" stroke="black" d="M2099.36,-191.95C2119.2,-223.47 2159.6,-287.69 2165.19,-296.56"/>
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    <!-- out4 -->
    <g id="node26" class="node">
    <title>out4</title>
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    <text text-anchor="middle" x="2518.62" y="-200.39" font-family="Times,serif" font-size="14.00">(out4)</text>
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    <!-- out3&#45;&gt;out4 -->
    <!-- mads3.0 -->
    <g id="node24" class="node">
    <title>mads3.0</title>
    <ellipse fill="black" stroke="black" cx="2166.83" cy="-402.59" rx="1.8" ry="1.8"/>
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    <!-- mads3.0&#45;&gt;out3 -->
    <g id="edge17" class="edge">
    <title>mads3.0&#45;&gt;out3:w</title>
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    <!-- mads2 -->
    <g id="node33" class="node">
    <title>mads2</title>
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    <text text-anchor="middle" x="2246.23" y="-431.89" font-family="Times,serif" font-size="14.00">mads2</text>
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    <!-- mads3.0&#45;&gt;mads2 -->
    <g id="edge29" class="edge">
    <title>mads3.0&#45;&gt;mads2</title>
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    <polygon fill="black" stroke="black" points="2205.45,-422.44 2216.02,-423.14 2208.2,-416 2205.45,-422.44"/>
    <text text-anchor="middle" x="2211.02" y="-411.94" font-family="Times,serif" font-size="14.00">2</text>
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    <!-- mads3 -->
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    <title>mads3</title>
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    <text text-anchor="middle" x="2087.44" y="-326.89" font-family="Times,serif" font-size="14.00">mads3</text>
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    <!-- mads3&#45;&gt;mads3.0 -->
    <g id="edge18" class="edge">
    <title>mads3&#45;&gt;mads3.0</title>
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    <!-- out5 -->
    <g id="node29" class="node">
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    <!-- out4&#45;&gt;out5 -->
    <!-- mads9.0 -->
    <g id="node27" class="node">
    <title>mads9.0</title>
    <ellipse fill="black" stroke="black" cx="1952" cy="-196.59" rx="1.8" ry="1.8"/>
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    <!-- mads9.0&#45;&gt;mads7 -->
    <g id="edge41" class="edge">
    <title>mads9.0&#45;&gt;mads7</title>
    <path fill="none" stroke="black" d="M1953.85,-196.45C1960.35,-195.38 2002.85,-188.37 2038.01,-182.57"/>
    <polygon fill="black" stroke="black" points="2038.87,-185.98 2048.16,-180.9 2037.73,-179.07 2038.87,-185.98"/>
    <text text-anchor="middle" x="2043.16" y="-184.7" font-family="Times,serif" font-size="14.00">2</text>
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    <!-- mads9.0&#45;&gt;mads3 -->
    <g id="edge45" class="edge">
    <title>mads9.0&#45;&gt;mads3</title>
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    <!-- mads9.0&#45;&gt;out4 -->
    <g id="edge19" class="edge">
    <title>mads9.0&#45;&gt;out4:w</title>
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    <!-- mads6 -->
    <g id="node36" class="node">
    <title>mads6</title>
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    <text text-anchor="middle" x="2087.44" y="-265.89" font-family="Times,serif" font-size="14.00">mads6</text>
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    <!-- mads9.0&#45;&gt;mads6 -->
    <g id="edge46" class="edge">
    <title>mads9.0&#45;&gt;mads6</title>
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    <!-- mads9 -->
    <g id="node28" class="node">
    <title>mads9</title>
    <ellipse fill="none" stroke="black" cx="1810.71" cy="-82.59" rx="41.69" ry="18"/>
    <text text-anchor="middle" x="1810.71" y="-78.89" font-family="Times,serif" font-size="14.00">mads9</text>
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    <!-- mads9&#45;&gt;mads9.0 -->
    <g id="edge20" class="edge">
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    <!-- rec2.0 -->
    <g id="node30" class="node">
    <title>rec2.0</title>
    <ellipse fill="black" stroke="black" cx="1669.41" cy="-135.59" rx="1.8" ry="1.8"/>
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    <!-- rec2.0&#45;&gt;mads9 -->
    <g id="edge44" class="edge">
    <title>rec2.0&#45;&gt;mads9</title>
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    <!-- rec2.0&#45;&gt;out5 -->
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    <title>rec2.0&#45;&gt;out5:w</title>
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    <!-- mads11 -->
    <g id="node43" class="node">
    <title>mads11</title>
    <ellipse fill="none" stroke="black" cx="1810.71" cy="-291.59" rx="47.39" ry="18"/>
    <text text-anchor="middle" x="1810.71" y="-287.89" font-family="Times,serif" font-size="14.00">mads11</text>
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    <!-- rec2.0&#45;&gt;mads11 -->
    <g id="edge48" class="edge">
    <title>rec2.0&#45;&gt;mads11</title>
    <path fill="none" stroke="black" d="M1671.3,-136.59C1680.04,-146.37 1750.9,-225.73 1787.7,-266.94"/>
    <polygon fill="black" stroke="black" points="1785.3,-269.52 1794.58,-274.65 1790.53,-264.85 1785.3,-269.52"/>
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    <!-- rec2 -->
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    <title>rec2</title>
    <ellipse fill="none" stroke="black" cx="1521.83" cy="-119.59" rx="53.98" ry="26.74"/>
    <text text-anchor="middle" x="1521.83" y="-123.39" font-family="Times,serif" font-size="14.00">D_inv[2]</text>
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    <!-- rec2&#45;&gt;rec2.0 -->
    <g id="edge22" class="edge">
    <title>rec2&#45;&gt;rec2.0</title>
    <path fill="none" stroke="black" d="M1574.57,-125.28C1613.14,-129.52 1660.35,-134.7 1667.49,-135.49"/>
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    <!-- rec0.0&#45;&gt;mads0 -->
    <g id="edge23" class="edge">
    <title>rec0.0&#45;&gt;mads0</title>
    <path fill="none" stroke="black" d="M298.14,-418.41C303.26,-417.26 331.62,-410.81 354.17,-403.59 366.34,-399.69 379.4,-394.96 391.23,-390.46"/>
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    <!-- rec0.0&#45;&gt;mads1 -->
    <g id="edge25" class="edge">
    <title>rec0.0&#45;&gt;mads1</title>
    <path fill="none" stroke="black" d="M298.66,-418.98C311.82,-422.72 418.79,-451.11 473.36,-401.59 535.07,-345.59 445.57,-271.2 509.36,-217.59 552.25,-181.55 620.73,-189.74 664.9,-200.47"/>
    <polygon fill="black" stroke="black" points="664.2,-203.9 674.76,-203 665.94,-197.12 664.2,-203.9"/>
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    <!-- rec0.0&#45;&gt;mads2 -->
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    <title>rec0.0&#45;&gt;mads2</title>
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    <!-- mads2&#45;&gt;mads4 -->
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    <title>mads2&#45;&gt;mads4</title>
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    <!-- mads1.0&#45;&gt;mads12 -->
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    <!-- mads1.0&#45;&gt;mads2 -->
    <g id="edge27" class="edge">
    <title>mads1.0&#45;&gt;mads2</title>
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    <!-- mads1.0&#45;&gt;mads6 -->
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    <title>mads1.0&#45;&gt;mads6</title>
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    <!-- mads1.0&#45;&gt;mads11 -->
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    <title>mads1.0&#45;&gt;mads11</title>
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    <g id="edge37" class="edge">
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.. GENERATED FROM PYTHON SOURCE LINES 27-28

Create an ASAP schedule for reference.

.. GENERATED FROM PYTHON SOURCE LINES 28-31

.. code-block:: Python

    schedule1 = Schedule(sfg, scheduler=ASAPScheduler())
    schedule1






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.. GENERATED FROM PYTHON SOURCE LINES 32-33

Create an ALAP schedule for reference.

.. GENERATED FROM PYTHON SOURCE LINES 33-36

.. code-block:: Python

    schedule2 = Schedule(sfg, scheduler=ALAPScheduler())
    schedule2






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.. GENERATED FROM PYTHON SOURCE LINES 37-38

Create a resource restricted schedule.

.. GENERATED FROM PYTHON SOURCE LINES 38-41

.. code-block:: Python

    schedule3 = Schedule(sfg, scheduler=HybridScheduler())
    schedule3






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.. GENERATED FROM PYTHON SOURCE LINES 42-43

Create another schedule with shorter scheduling time by enabling cyclic.

.. GENERATED FROM PYTHON SOURCE LINES 43-51

.. code-block:: Python

    schedule4 = Schedule(
        sfg,
        scheduler=HybridScheduler(),
        schedule_time=49,
        cyclic=True,
    )
    schedule4






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.. GENERATED FROM PYTHON SOURCE LINES 52-53

Push the schedule time to the rate limit for one MADS operator.

.. GENERATED FROM PYTHON SOURCE LINES 53-60

.. code-block:: Python

    schedule5 = Schedule(
        sfg,
        scheduler=HybridScheduler(),
        schedule_time=15,
        cyclic=True,
    )
    schedule5





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.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 1.545 seconds)


.. _sphx_glr_download_examples_latency_offset_scheduling.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

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

      :download:`Download Jupyter notebook: latency_offset_scheduling.ipynb <latency_offset_scheduling.ipynb>`

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

      :download:`Download Python source code: latency_offset_scheduling.py <latency_offset_scheduling.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: latency_offset_scheduling.zip <latency_offset_scheduling.zip>`


.. only:: html

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

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