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opensecura / 3p / openxla / iree / 9778acb750765c1358165544f59c4489bb8a15a5
commit9778acb750765c1358165544f59c4489bb8a15a5[log] [tgz]
authorOkwan Kwon <okwan@google.com>Tue Mar 28 19:57:36 2023 -0700
committerGitHub <noreply@github.com>Tue Mar 28 19:57:36 2023 -0700
tree26d7abc7d771ac89bd2d1bda10e4fa39b9ca3425
parent417e7c19b44e59fc9a7571772cc7d045c6c602f4 [diff]
Integrate llvm-project to https://github.com/llvm/llvm-project/commit/c5d22f4e1866 (#12753)

Integrate llvm-project and bump dependencies   
  * mlir-hlo: https://github.com/tensorflow/mlir-hlo/commit/ab587867e4aa4307c4b573d7926c3f869563eaa2
  * tensorflow: https://github.com/tensorflow/tensorflow/commit/9615158d0edb847c5f56ed33c403a4737a36a110

Fixes:
* add getCallableArgAttrs() and getCallableResAttrs()
* register builtin dialect translation
* cherry-pick 9104c104fe2422b1034be276f94f9b53b61751eb in iree-tf-fork to revert fix the tosa rescale issue
* Mark tests XFAIL due to library calls to `roundeven` and `roundevenf` being generated.

Co-authored-by: Hanhan Wang <hanchung@google.com>
26 files changed
tree: 26d7abc7d771ac89bd2d1bda10e4fa39b9ca3425
  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. .bazel_to_cmake.cfg.py
  16. .bazelignore
  17. .bazelrc
  18. .bazelversion
  19. .clang-format
  20. .dockerignore
  21. .gitignore
  22. .gitmodules
  23. .pylintrc
  24. .style.yapf
  25. .yamllint.yml
  26. AUTHORS
  27. BUILD.bazel
  28. CITATION.cff
  29. CMakeLists.txt
  30. configure_bazel.py
  31. CONTRIBUTING.md
  32. LICENSE
  33. README.md
  34. 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.