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triton/docs/index.rst
2021-07-28 12:07:12 -07:00

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Welcome to Triton's documentation!
==================================
Triton is a language and compiler for parallel programming. It aims to provide a Python-based programming environment for productively writing custom DNN compute kernels capable of running at maximal throughput on modern GPU hardware.
Getting Started
---------------
- Follow the :doc:`installation instructions <getting-started/installation>` for your platform of choice.
- Take a look at the :doc:`tutorials <getting-started/tutorials/index>` to learn how to write your first Triton program.
.. toctree::
:maxdepth: 1
:caption: Getting Started
:hidden:
getting-started/installation
getting-started/tutorials/index
Python API
-------------------
- :doc:`triton <python-api/triton>`
- :doc:`triton.language <python-api/triton.language>`
- :doc:`triton.testing <python-api/triton.testing>`
.. toctree::
:maxdepth: 1
:caption: Python API
:hidden:
python-api/triton
python-api/triton.language
python-api/triton.testing
Going Further
------------------
Check out the following documents to learn more about Triton and how it compares against other DSLs for DNNs:
- Chapter 1: :doc:`Introduction <programming-guide/chapter-1/introduction>`
- Chapter 2: :doc:`Related Work <programming-guide/chapter-2/related-work>`
.. toctree::
:maxdepth: 1
:caption: Programming Guide
:hidden:
programming-guide/chapter-1/introduction
programming-guide/chapter-2/related-work