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opensecura / 3p / openxla / iree / e792c3206cfb12323a689c53dd2cb16d8c342e72
commite792c3206cfb12323a689c53dd2cb16d8c342e72[log] [tgz]
authorBen Vanik <ben.vanik@gmail.com>Wed Jul 31 16:09:40 2024 -0700
committerGitHub <noreply@github.com>Wed Jul 31 23:09:40 2024 +0000
treed6997edf25293e9e2651daa1ebc8781a4f8dac86
parentd8d140764c40c328537e374e9143ca6bab8f5a14 [diff]
Improving global folding and IPO for immutable globals. (#18066)

Parameters and constants end up as globals that previously were not
getting marked as immutable unless the globals were default initialized.
Now the GlobalTable tracks whether a global is exclusively stored within
initializers (or functions only called from initializers) in order to
mark them as immutable. IPO was updated to support propagating uniform
immutable global loads across call edges as if they were constants (as
they effectively are just constants stored on the global scope).

Required for #17875 (to avoid treating constants/parameters as dynamic
binding table values).
8 files changed
tree: d6997edf25293e9e2651daa1ebc8781a4f8dac86
  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. .dockerignore
  20. .git-blame-ignore-revs
  21. .gitattributes
  22. .gitignore
  23. .gitmodules
  24. .pre-commit-config.yaml
  25. .yamllint.yml
  26. AUTHORS
  27. BUILD.bazel
  28. CITATION.cff
  29. CMakeLists.txt
  30. configure_bazel.py
  31. CONTRIBUTING.md
  32. LICENSE
  33. MAINTAINERS.md
  34. README.md
  35. RELEASING.md
  36. 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

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.