: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 `_