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opensecura / 3p / openxla / iree / 8f39d27d56247c9769bb346570bb6e5498caea7a
commit8f39d27d56247c9769bb346570bb6e5498caea7a[log] [tgz]
authorThomas <thomasraoux@google.com>Wed Oct 12 14:12:03 2022 -0700
committerGitHub <noreply@github.com>Wed Oct 12 23:12:03 2022 +0200
treeeab199fb051bc80919343e448265b9e4f2363d6a
parentbff6a6b195fbf5cca18c56ef81a96d604e173ce4 [diff]
Integrate llvm-project at b9898e7ed1ce and bump dependencies (#10740)

* llvm-project: b9898e7ed1ce
cherry-pick:
* 62e7f1ba736e883713541c942beb21cfcea84d12
* 193b8acf414d4ce27fb57646d1659ad785586f88
* 1f7fd5613ec9c880c5f9322604b9178e0572fb83
* mlir-hlo: 2d4a2de7f4b283c6c05a42986b99314509a041d7
* Revert: 9ffa6525d213ac7c0e4b8d2e400364933df58e24
* tensorflow: 0fa4b7efd4a0c9a74cb4f7b6a43290d67d885565

Co-authored-by: Okwan Kwon <okkwon@gmail.com>
Co-authored-by: Okwan Kwon <okwan@google.com>
Co-authored-by: Mahesh Ravishankar <ravishankarm@google.com>
Co-authored-by: Jerry Wu <cheyuw@google.com>
179 files changed
tree: eab199fb051bc80919343e448265b9e4f2363d6a
  1. .github/
  2. benchmarks/
  3. build_tools/
  4. compiler/
  5. docs/
  6. experimental/
  7. integrations/
  8. llvm-external-projects/
  9. runtime/
  10. samples/
  11. tests/
  12. third_party/
  13. tools/
  14. .bazelignore
  15. .bazelrc
  16. .bazelversion
  17. .clang-format
  18. .gitignore
  19. .gitmodules
  20. .pylintrc
  21. .style.yapf
  22. .yamllint.yml
  23. AUTHORS
  24. BUILD.bazel
  25. CITATION.cff
  26. CMakeLists.txt
  27. configure_bazel.py
  28. CONTRIBUTING.md
  29. LICENSE
  30. README.md
  31. 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.