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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 installation instructions for your platform of choice.

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  • Take a look at the tutorials to learn how to write your first Triton program.

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Python API

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Going Further

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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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