Welcome to Tileon's documentation!

Tileon 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 Installation guide for your platform of choice.
• Take a look at the Tutorials to learn how to write your first Tileon program.

Python API

• tileon
• tileon.language
• tileon.language.math
• tileon.language.random
• tileon.testing

Programming Guide

• Chapter 1: Introduction
• Chapter 2: Kernel Programming Basics
• Chapter 3: Advanced Features