Welcome to Triton’s documentation!

Triton is an imperative language and compiler for parallel programming. It aims to provide a programming environment for productively writing custom DNN compute kernels capable of running at maximal throughput on modern GPU hardware.

Getting Started

• Follow the installation instructions for your platform of choice.

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

Programming Guide

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

• Chapter 1: Introduction

• Chapter 2: Related Work

• Chapter 3: The Triton-C Language

• Chapter 4: The Triton-IR Intermediate Representation