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Welcome to Triton's documentation!
==================================
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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.
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Getting Started
---------------
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- 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.
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.. toctree ::
:maxdepth: 1
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:caption: Getting Started
:hidden:
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getting-started/installation
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getting-started/tutorials/index
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Python API
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-------------------
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- :doc: `triton <python-api/triton>`
- :doc: `triton.language <python-api/triton.language>`
- :doc: `triton.testing <python-api/triton.testing>`
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.. toctree ::
:maxdepth: 1
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:caption: Python API
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:hidden:
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python-api/triton
python-api/triton.language
python-api/triton.testing
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Going Further
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------------------
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Check out the following documents to learn more about Triton and how it compares against other DSLs for DNNs:
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- Chapter 1: :doc: `Introduction <programming-guide/chapter-1/introduction>`
- Chapter 2: :doc: `Related Work <programming-guide/chapter-2/related-work>`
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.. toctree ::
:maxdepth: 1
:caption: Programming Guide
:hidden:
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programming-guide/chapter-1/introduction
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programming-guide/chapter-2/related-work