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

Python API

Triton MLIR Dialects and Ops

Going Further

Check out the following documents to learn more about Triton and how it compares against other DSLs for DNNs: