Switching code that can use FunctionOpInterface instead of func::FuncOp to use it. (#16220)

There's lots of tech debt around func.func, it turns out. As many uses
of func (besides creation) have been switched to the FunctionOpInterface
as a first step toward support non-func dialects. These changes will
also allow more passes to correctly operate on initializers and future
dispatch export ops that carry more information than func.func allows.
Codegen is welcome to keep using func where it wants as it's more
aligned with upstream than the rest of the compiler but there was a lot
of unnecessary coupling to func that predated the existence of the
FunctionOpInterface/CallOpInterface this cleans up.

There's a few places that still rely on func that don't really need it
but they aren't trivial to switch and the hope is that the bulk of the
cleanup here (passes, basic walks/iteration, etc) will make them easier
to burn down now that they are the exception rather than the rule.

Progress on #16187.
tree: dfc6423ed3e34c3916c91bc0a99319713bd8062c
  1. .devcontainer/
  2. .github/
  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. .bazel_to_cmake.cfg.py
  16. .bazelignore
  17. .bazelrc
  18. .bazelversion
  19. .clang-format
  20. .dockerignore
  21. .git-blame-ignore-revs
  22. .gitignore
  23. .gitmodules
  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 IREE Discord 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

License

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