:orphan:



.. _sphx_glr_how_to_compile_models:

.. _tutorial-frontend:

Compile Deep Learning Models
============================

TVM includes a variety of front-ends that can import models in different
formats. These how-tos demostrate how to import models using the Python API.



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This article is an introductory tutorial to deploy PyTorch models with Relay.">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_pytorch_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_pytorch.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_pytorch

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="For us to begin with, tensorflow python module is required to be installed.">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_tensorflow_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_tensorflow.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_tensorflow

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This article is an introductory tutorial to deploy mxnet models with Relay.">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_mxnet_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_mxnet.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_mxnet

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This article is an introductory tutorial to deploy ONNX models with Relay.">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_onnx_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_onnx.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_onnx

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This article is an introductory tutorial to deploy keras models with Relay.">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_keras_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_keras.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_keras

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This article is an introductory tutorial to deploy TFLite models with Relay.">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_tflite_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_tflite.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_tflite

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This article is an introductory tutorial to deploy CoreML models with Relay.">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_coreml_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_coreml.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_coreml

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This article is an introductory tutorial to deploy darknet models with TVM. All the required mo...">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_darknet_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_darknet.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_darknet

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This article is an introductory tutorial to deploy Caffe2 models with Relay.">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_caffe2_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_caffe2.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_caffe2

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This article is an introductory tutorial to deploy PaddlePaddle models with Relay. For us to be...">

.. only:: html

    .. figure:: /how_to/compile_models/images/thumb/sphx_glr_from_paddle_thumb.png

        :ref:`sphx_glr_how_to_compile_models_from_paddle.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /how_to/compile_models/from_paddle
.. raw:: html

    <div style='clear:both'></div>



.. only:: html

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

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