triton/README.md

# 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/triton-lang/Triton/_apis/build/status/ptillet.triton?branchName=master)](https://dev.azure.com/triton-lang/Triton/_build/latest?definitionId=10&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!

The [official documentation](https://triton-lang.org) contains installation instructions and tutorials.

# Compatibility

Supported Platforms:
  * Linux

Supported Hardware:
  * NVIDIA GPUs (Compute Capability 7.0+)
  * Under development: AMD GPUs, CPUs
History prior to this date belonged to the now deprecated ISAAC project, and was deleted to save space 2021-07-27 12:38:38 -07:00			`# Triton`

[README] Improved wording 2020-05-10 00:34:10 -04:00			`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.`
History prior to this date belonged to the now deprecated ISAAC project, and was deleted to save space 2021-07-27 12:38:38 -07:00
[CI] Updated build status URL 2021-02-10 14:04:09 -05:00			`[![Build Status](https://dev.azure.com/triton-lang/Triton/_apis/build/status/ptillet.triton?branchName=master)](https://dev.azure.com/triton-lang/Triton/_build/latest?definitionId=10&branchName=master)`
[GENERAL] Added continuous integration 2021-02-05 11:31:58 -08:00
[PYTHON][TESTS][DOC] Various improvement of the API and code quality: * Simplified `triton.kernel` API to achieve lower latency: > .data_ptr() must now be passed as kernel argument. No more implicit conversion from torch.tensor > compilation options are now constant attributes, i.e., opt.d('VAR') becomes opt.VAR > torch.device must now be passed explicitly to triton.kernel (no longer inferred from torch.tensor arguments) * C++ tests moved to `python/tests/` * C++ tutorial created in `tutorials/` * Python tutorial created in python/tutorials/ * Version changed to 1.0alpha * No longer copying C++ headers into the Python package * added python/triton/ops/ package for pre-written Triton ops 2021-01-29 17:27:16 -05:00			`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!`
History prior to this date belonged to the now deprecated ISAAC project, and was deleted to save space 2021-07-27 12:38:38 -07:00
[DOCS] Added non-tutorial documentation pages 2021-03-19 14:22:50 -04:00			`The [official documentation](https://triton-lang.org) contains installation instructions and tutorials.`

			`# Compatibility`

			`Supported Platforms:`
			`* Linux`

			`Supported Hardware:`
			`* NVIDIA GPUs (Compute Capability 7.0+)`
			`* Under development: AMD GPUs, CPUs`