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opensecura / 3p / openxla / iree / a1ee9abe835a55d4567a2d0f7d07ce951266fa6f
commita1ee9abe835a55d4567a2d0f7d07ce951266fa6f[log] [tgz]
authorGeoffrey Martin-Noble <gcmn@google.com>Mon Jun 28 14:45:29 2021 -0700
committerGitHub <noreply@github.com>Mon Jun 28 14:45:29 2021 -0700
tree413ec36ebdb39ab9e6e15e0c821a33cfc08bdc21
parentcc5c0d63b8c5e90fc4e7dd06bc2297a53b58d2b0 [diff]
parentc249e568cfef14df855afd7f1d9f454ec665ea93 [diff]
Merge google -> main (#6343)

* c249e568c Fix comment about yaml dependency in BUILD.bazel 
* a39177899 Merge pull request #6341 from GMNGeoffrey:main-to-google
* 3a674277a Pre-emptively remove quant int test to fix LLVM integrate
* 741a8034d Integrate LLVM at llvm/llvm-project@04242bdca991
* dfac229a6 Integrate LLVM at llvm/llvm-project@8d5bf0709da8
* 5d1153f08 Merge pull request #6328 from ThomasRaoux:main-to-google
* 171b3b6a5 Merge pull request #6325 from ThomasRaoux:main-to-google
* c46001195 Integrate LLVM at llvm/llvm-project@aeab9d9570ac
tree: 413ec36ebdb39ab9e6e15e0c821a33cfc08bdc21
  1. .github/
  2. bindings/
  3. build_tools/
  4. colab/
  5. docs/
  6. experimental/
  7. integrations/
  8. iree/
  9. scripts/
  10. third_party/
  11. .bazelignore
  12. .bazelrc
  13. .bazelversion
  14. .clang-format
  15. .gitignore
  16. .gitmodules
  17. .style.yapf
  18. .yamllint.yml
  19. AUTHORS
  20. BUILD.bazel
  21. CMakeLists.txt
  22. configure_bazel.py
  23. CONTRIBUTING.md
  24. LICENSE
  25. README.md
  26. SUBMODULE_VERSIONS.txt
  27. 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.

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.

Build Status

CI SystemBuild SystemPlatformArchitectureComponentStatus
KokoroBazelLinuxx86Corekokoro_status_bazel_linux_x86_core
KokoroCMake & BazelLinuxx86-swiftshaderIntegrationskokoro_status_cmake-bazel_linux_x86-swiftshader_integrations
KokoroCMake & BazelLinuxx86-turingIntegrationskokoro_status_cmake-bazel_linux_x86-turing_integrations
KokoroCMakeLinuxx86-swiftshaderCore + Bindingskokoro_status_cmake_linux_x86-swiftshader
KokoroCMakeLinuxx86-swiftshader-asanCore + Bindingskokoro_status_cmake_linux_x86-swiftshader-asan
KokoroCMakeLinuxx86-turingCore + Bindingskokoro_status_cmake_linux_x86-turing
KokoroCMakeAndroidarm64-v8aRuntime (build only)kokoro_status_cmake_android_arm64-v8a
BuildKiteCMakeAndroidarm64-v8aRuntimebuildkite-status-cmake-android-arm

Presentations and Talks

  • 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.