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Document Triton dependency for the release process (#109296)

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Document triton dependency for the Pytorch Release

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Add documentation for Triton dependency in `RELEASE.md`. The documentation covers how to install and use Triton for various PyTorch builds and platforms.

Pull Request resolved: https://github.com/pytorch/pytorch/pull/109296
Approved by: https://github.com/malfet
This commit is contained in:
atalman
2023-09-14 23:48:45 +00:00
committed by PyTorch MergeBot
parent 8cb96f5f2c
commit ec3c748fa2
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RELEASE.md
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@ -35,6 +35,7 @@
- [Submitting Tutorials](#submitting-tutorials)
- [Special Topics](#special-topics)
- [Updating submodules for a release](#updating-submodules-for-a-release)
- [Triton dependency for the release](#triton-dependency-for-the-release)
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@ -352,3 +353,19 @@ git config --file=.gitmodules -e
An example of this process can be found here:
* https://github.com/pytorch/pytorch/pull/48312
## Triton dependency for the release
In nightly builds for conda and wheels pytorch depend on Triton build by this workflow: https://hud.pytorch.org/hud/pytorch/pytorch/nightly/1?per_page=50&name_filter=Build%20Triton%20Wheel. The pinned version of triton used by this workflow is specified here: https://github.com/pytorch/pytorch/blob/main/.ci/docker/ci_commit_pins/triton.txt .
In Nightly builds we have following configuration:
* Conda builds, depend on: https://anaconda.org/pytorch-nightly/torchtriton
* Wheel builds, depend on : https://download.pytorch.org/whl/nightly/pytorch-triton/
* Rocm wheel builds, depend on : https://download.pytorch.org/whl/nightly/pytorch-triton-rocm/
However for release we have following :
* Conda builds, depend on: https://anaconda.org/pytorch-test/torchtriton for test and https://anaconda.org/pytorch/torchtriton for release
* Wheel builds, depend only triton pypi package: https://pypi.org/project/triton/ for both test and release
* Rocm wheel builds, depend on : https://download.pytorch.org/whl/test/pytorch-triton-rocm/ for test and https://download.pytorch.org/whl/pytorch-triton-rocm/ for release
Important: The release of https://pypi.org/project/triton/ needs to be requested from OpenAI once branch cut is completed. Please include the release PIN hash in the request: https://github.com/pytorch/pytorch/blob/release/2.1/.ci/docker/ci_commit_pins/triton.txt .