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opensecura / 3p / openxla / iree / 769ffda7c2346e3bba26918f7bbd132bcde5101d
commit769ffda7c2346e3bba26918f7bbd132bcde5101d[log] [tgz]
authorNicolas Vasilache <nicolasvasilache@users.noreply.github.com>Mon Mar 06 09:20:27 2023 +0100
committerGitHub <noreply@github.com>Mon Mar 06 08:20:27 2023 +0000
tree6c95fc66a61c8f90425f265e51b77ed992cc354e
parentd015bbc5f1e0c6b117e5e1fbbbf8f42c381e09fb [diff]
Evolve transform dialect usage towards non-blanket-canonicalized sequences (#12465)

This revision evolves our usage of the transform dialect to be more in
line with recent evolutions upstream related to rewriters and listeners.

This is also related to #12444 for which it aims at surfacing potential
errors more proactively.

This rewrite surfaces 2 places upstream that do not take a RewriterBase
and that we should fix to avoid footguns:
1. `moveLoopInvariantCode`
2. `promoteIfSingleIteration`
51 files changed
tree: 6c95fc66a61c8f90425f265e51b77ed992cc354e
  1. .github/
  2. benchmarks/
  3. build_tools/
  4. compiler/
  5. docs/
  6. experimental/
  7. integrations/
  8. lib/
  9. llvm-external-projects/
  10. runtime/
  11. samples/
  12. tests/
  13. third_party/
  14. tools/
  15. .bazelignore
  16. .bazelrc
  17. .bazelversion
  18. .clang-format
  19. .dockerignore
  20. .gitignore
  21. .gitmodules
  22. .pylintrc
  23. .style.yapf
  24. .yamllint.yml
  25. AUTHORS
  26. BUILD.bazel
  27. CITATION.cff
  28. CMakeLists.txt
  29. configure_bazel.py
  30. CONTRIBUTING.md
  31. LICENSE
  32. README.md
  33. 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.

CI Status

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!

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

  • 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.