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opensecura / 3p / openxla / iree / ab35e1baa701b9f95f7e24c99b957dfb4d797f1e
commitab35e1baa701b9f95f7e24c99b957dfb4d797f1e[log] [tgz]
authorBenoit Jacob <jacob.benoit.1@gmail.com>Wed Nov 13 14:07:12 2024 -0500
committerGitHub <noreply@github.com>Wed Nov 13 19:07:12 2024 +0000
treec5cef14107144c1a9c35fd7b1d0208c39e5531b2
parentb08ea122abb45c0544eb4c4acc9270cffd71f217 [diff]
Simplify GPUTileSwizzleUtils and avoid creating unit dims. (#19105)

In `getIntrinsicSwizzle`, we had a slightly roundabout way of
constructing the swizzle from the `SingleSubgroupLayout`. We started
from the `thread` dims, which we used unconditionally even if they had
the value 1, leading to unit dims; and then we inserted the `element`
dims *on the inside*, which required custom manipulation of the
`swizzle` field. Now we just start from the `element` dims and work our
way outwards from there, which means we can reuse the same helper that
used to be named `unroll` and that we rename here to `expand` in
preparation for https://github.com/iree-org/iree/pull/19102, and which
we also move to be a `static` helper since it's no longer used outside
of this file.

---------

Signed-off-by: Benoit Jacob <jacob.benoit.1@gmail.com>
5 files changed
tree: c5cef14107144c1a9c35fd7b1d0208c39e5531b2
  1. .github/
  2. build_tools/
  3. compiler/
  4. docs/
  5. experimental/
  6. integrations/
  7. lib/
  8. llvm-external-projects/
  9. runtime/
  10. samples/
  11. tests/
  12. third_party/
  13. tools/
  14. .bazel_to_cmake.cfg.py
  15. .bazelignore
  16. .bazelrc
  17. .bazelversion
  18. .clang-format
  19. .git-blame-ignore-revs
  20. .gitattributes
  21. .gitignore
  22. .gitmodules
  23. .pre-commit-config.yaml
  24. .yamllint.yml
  25. AUTHORS
  26. BUILD.bazel
  27. CITATION.cff
  28. CMakeLists.txt
  29. configure_bazel.py
  30. CONTRIBUTING.md
  31. LICENSE
  32. MAINTAINERS.md
  33. README.md
  34. RELEASING.md
  35. WORKSPACE
README.md

IREE: Intermediate Representation Execution Environment

IREE (Intermediate Representation Execution Environment, pronounced as “eerie”) is an MLIR-based end-to-end compiler and runtime that lowers Machine Learning (ML) models to a unified IR that scales up to meet the needs of the datacenter and down to satisfy the constraints and special considerations of mobile and edge deployments.

See our website for project details, user guides, and instructions on building from source.

IREE Discord Status pre-commit OpenSSF Best Practices

Project Status

IREE is still in its early phase. We have settled down on the overarching infrastructure and are actively improving various software components as well as project logistics. It is still quite far from ready for everyday use and is made available without any support at the moment. With that said, we welcome any kind of feedback on any communication channels

Release status

PackageRelease status
GitHub release (stable)GitHub Release
GitHub release (nightly)GitHub Release
Python iree-base-compilerPyPI version
Python iree-base-runtimePyPI version

Build status

CI PkgCI

Host platformBuild status
LinuxCI - Linux x64 clang
CI - Linux arm64 clang
macOSCI - macOS x64 clang
WindowsCI - Windows x64 MSVC

For the full list of workflows see https://iree.dev/developers/general/github-actions/.

Communication Channels

Related Project Channels

  • MLIR topic within LLVM Discourse: IREE is enabled by and heavily relies on MLIR. IREE sometimes is referred to in certain MLIR discussions. Useful if you are also interested in MLIR evolution.

Architecture Overview

IREE Architecture IREE Architecture

See our website for more information.

Presentations and Talks

Community meeting recordings: IREE YouTube channel

  • 2021-06-09: IREE Runtime Design Tech Talk (recording and slides)
  • 2020-08-20: IREE CodeGen: MLIR Open Design Meeting Presentation (recording and slides)
  • 2020-03-18: Interactive HAL IR Walkthrough (recording)
  • 2020-01-31: End-to-end MLIR Workflow in IREE: MLIR Open Design Meeting Presentation (recording and slides)

License

IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions. See LICENSE for more information.