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opensecura / 3p / openxla / iree / ab7ce7062c3530f9d6cc0d63041ad80ed6d935e0
commitab7ce7062c3530f9d6cc0d63041ad80ed6d935e0[log] [tgz]
authorGeoffrey Martin-Noble <gcmn@google.com>Mon Jun 14 18:50:13 2021 -0700
committerGitHub <noreply@github.com>Mon Jun 14 18:50:13 2021 -0700
tree73ed567785fbfd9d3d8eca9f8ba62525265f7f76
parent76b17aa5f811a1fa3f274b1ecb05d2b235691b12 [diff]
parenta727999566450cfa7d2dccfe988800840599686b [diff]
Merge google->main (#6215)

* a72799956 Synchronize submodules with LLVM at llvm/llvm-project@56ae4f23b227
* 9d21ad513 Merge main -> google
* 6c41fe953 Run bazel->cmake
* b51a7d531 Integrate LLVM at llvm/llvm-project@56ae4f23b227
* c10d04919 Synchronize submodules with LLVM at llvm/llvm-project@b90f9bea9673
* 4b53a2dbb Integrate LLVM at llvm/llvm-project@b90f9bea9673
* dda66e193 Integrate LLVM at llvm/llvm-project@e0b469ffa142
* 03087d3db Integrate LLVM at llvm/llvm-project@82a3b606b01d
* e3019b4b2 Relax HAL test to avoid failure during MLIR integration
* c2873b292 Disabled dynamic dims embedding test
* 0ef0fa7cf Integrate LLVM at llvm/llvm-project@f3f904563ec9
* c4c9f3ebd Integrate LLVM at llvm/llvm-project@4f6ec382c8b7
tree: 73ed567785fbfd9d3d8eca9f8ba62525265f7f76
  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.