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opensecura / 3p / openxla / iree / 3bdcea8dfbd4b4919665621f13c092ab207a0022
commit3bdcea8dfbd4b4919665621f13c092ab207a0022[log] [tgz]
authorHan-Chung Wang <hanchung@google.com>Wed May 19 08:35:23 2021 +0800
committerGitHub <noreply@github.com>Wed May 19 08:35:23 2021 +0800
treeacdd935a2cd42b877be95a24f80f668a107f3079
parent90368f18f168932c9082b996d9d29e049faaf217 [diff]
parenteac55b6464b328d9264f6bb6a15f5b0fb74a4130 [diff]
Merge google -> main (#5947)

* eac55b646 Merge pull request #5944 from hanhanW:main-to-google
* 24b5f7e0e Synchronize submodules with LLVM at llvm/llvm-project@638166458008
* b82ab2a79 Separate CHLO transforms for expanding compositions and lowering broadcasts.
* 6d1110647 Integrate LLVM at llvm/llvm-project@638166458008
* 50166531f Integrate LLVM at llvm/llvm-project@560b709abedc
* 28f666984 Integrate LLVM at llvm/llvm-project@f8dbd6107417
* 1104d0ba5 Integrate LLVM at llvm/llvm-project@3bc2b97b34ff
* 7fc3dda1d Integrate LLVM at llvm/llvm-project@e2e1a78abcef
tree: acdd935a2cd42b877be95a24f80f668a107f3079
  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. BUILD.bazel
  20. CMakeLists.txt
  21. configure_bazel.py
  22. CONTRIBUTING.md
  23. LICENSE
  24. README.md
  25. SUBMODULE_VERSIONS.txt
  26. WORKSPACE
README.md

IREE: Intermediate Representation Execution Environment

IREE (Intermediate Representation Execution Environment, pronounced as “eerie”) is an MLIR-based end-to-end compiler that lowers Machine Learning (ML) models to a unified IR optimized for real-time inference on mobile/edge devices against heterogeneous hardware accelerators. IREE also provides flexible deployment solutions for its compiled ML models.

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 license. See LICENSE for more information.