# Triton

This is the development repository of Triton, a language and compiler for writing highly efficient custom Deep-Learning primitives. The aim of Triton is to provide an open-source environment to write fast code at higher productivity than CUDA, but also with higher flexibility than other existing DSLs.

[![Build Status](https://dev.azure.com/phil0342/Triton/_apis/build/status/ptillet.triton?branchName=master)](https://dev.azure.com/phil0342/Triton/_build/latest?definitionId=7&branchName=master)

The foundations of this project are described in the following MAPL2019 publication: [Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations](http://www.eecs.harvard.edu/~htk/publication/2019-mapl-tillet-kung-cox.pdf). Please consider citing us if you use our work!


## Installation

You can install the latest release with pip as follows:
```
sudo apt-get install llvm-10-dev
pip install triton
```

or the latest development version with:
```
 pip install -e "git+https://github.com/ptillet/triton.git#egg=triton&subdirectory=python"
```

for the C++ package:
```
git clone https://github.com/ptillet/triton.git;
cd triton;
mkdir build;
cd build;
cmake ../;
make -j8;
```


## Getting Started

You can find tutorials for Triton for [Python](https://github.com/ptillet/triton/tree/master/tutorials) and [C++](https://github.com/ptillet/triton/tree/master/python/tutorials).