:orphan:
.. _sphx_glr_topic_vta_tutorials:
.. _vta-tutorials:
VTA Tutorials
=============
This page contains tutorials about VTA and how to use TVM/Relay to target VTA.
.. raw:: html
.. only:: html
.. figure:: /topic/vta/tutorials/images/thumb/sphx_glr_matrix_multiply_thumb.png
:ref:`sphx_glr_topic_vta_tutorials_matrix_multiply.py`
.. raw:: html
.. toctree::
:hidden:
/topic/vta/tutorials/matrix_multiply
.. raw:: html
.. only:: html
.. figure:: /topic/vta/tutorials/images/thumb/sphx_glr_vta_get_started_thumb.png
:ref:`sphx_glr_topic_vta_tutorials_vta_get_started.py`
.. raw:: html
.. toctree::
:hidden:
/topic/vta/tutorials/vta_get_started
.. raw:: html
.. _sphx_glr_topic_vta_tutorials_frontend:
.. _vta-tutorial-frontend:
Compile Deep Learning Models
----------------------------
.. raw:: html
.. only:: html
.. figure:: /topic/vta/tutorials/frontend/images/thumb/sphx_glr_deploy_classification_thumb.png
:ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_classification.py`
.. raw:: html
.. toctree::
:hidden:
/topic/vta/tutorials/frontend/deploy_classification
.. raw:: html
.. only:: html
.. figure:: /topic/vta/tutorials/frontend/images/thumb/sphx_glr_deploy_detection_thumb.png
:ref:`sphx_glr_topic_vta_tutorials_frontend_deploy_detection.py`
.. raw:: html
.. toctree::
:hidden:
/topic/vta/tutorials/frontend/deploy_detection
.. raw:: html
.. _sphx_glr_topic_vta_tutorials_optimize:
Optimize Tensor Operators
-------------------------
.. raw:: html
.. only:: html
.. figure:: /topic/vta/tutorials/optimize/images/thumb/sphx_glr_convolution_opt_thumb.png
:ref:`sphx_glr_topic_vta_tutorials_optimize_convolution_opt.py`
.. raw:: html
.. toctree::
:hidden:
/topic/vta/tutorials/optimize/convolution_opt
.. raw:: html
.. only:: html
.. figure:: /topic/vta/tutorials/optimize/images/thumb/sphx_glr_matrix_multiply_opt_thumb.png
:ref:`sphx_glr_topic_vta_tutorials_optimize_matrix_multiply_opt.py`
.. raw:: html
.. toctree::
:hidden:
/topic/vta/tutorials/optimize/matrix_multiply_opt
.. raw:: html
.. _sphx_glr_topic_vta_tutorials_autotvm:
Auto tuning
-------------
.. raw:: html
.. only:: html
.. figure:: /topic/vta/tutorials/autotvm/images/thumb/sphx_glr_tune_alu_vta_thumb.png
:ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_alu_vta.py`
.. raw:: html
.. toctree::
:hidden:
/topic/vta/tutorials/autotvm/tune_alu_vta
.. raw:: html
.. only:: html
.. figure:: /topic/vta/tutorials/autotvm/images/thumb/sphx_glr_tune_relay_vta_thumb.png
:ref:`sphx_glr_topic_vta_tutorials_autotvm_tune_relay_vta.py`
.. raw:: html
.. toctree::
:hidden:
/topic/vta/tutorials/autotvm/tune_relay_vta
.. raw:: html
.. only:: html
.. rst-class:: sphx-glr-signature
`Gallery generated by Sphinx-Gallery `_