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opensecura / 3p / openxla / iree / d80d291ccbe0e29d4aa1f535cdf27f7d224e1e3d
commitd80d291ccbe0e29d4aa1f535cdf27f7d224e1e3d[log] [tgz]
authorKojo Acquah <KoolJBlack@users.noreply.github.com>Tue Nov 16 12:11:29 2021 -0800
committerGitHub <noreply@github.com>Tue Nov 16 12:11:29 2021 -0800
tree58a757f65fbde2a6ba0a6b3ebf5fdc9a8a067a14
parent30df44c80dbdc59541be0fed01cea233ded4e651 [diff]
parentbb1e2a751108d233079cc422ec532c1f89b2e9a3 [diff]
Merge google -> main (#7667)

* bb1e2a751 Synchronize submodules with LLVM at llvm/llvm-project@8909dc5ebe8a
* 206b858d2 Run bazel_to_cmake on iree/compiler/Codegen/Common/.
* e3e22e769 Merge pull request #7664 from GMNGeoffrey:main-to-google
* d4725075d Integrate LLVM at llvm/llvm-project@8909dc5ebe8a
* 1c01a25cf Integrate LLVM at llvm/llvm-project@4602f52d482c
* cae7b77d2 Migrate android.support.annotation.NonNull to androidx.
* a4cd45079 Integrate LLVM at llvm/llvm-project@f46f93b47863
* 9685f4c90 Integrate LLVM at llvm/llvm-project@1d7fdbbc183a
* 5446edced Integrate LLVM at llvm/llvm-project@42102bce98e5
tree: 58a757f65fbde2a6ba0a6b3ebf5fdc9a8a067a14
  1. .github/
  2. benchmarks/
  3. bindings/
  4. build_tools/
  5. colab/
  6. docs/
  7. experimental/
  8. integrations/
  9. iree/
  10. llvm-external-projects/
  11. scripts/
  12. third_party/
  13. .bazelignore
  14. .bazelrc
  15. .bazelversion
  16. .clang-format
  17. .gitignore
  18. .gitmodules
  19. .style.yapf
  20. .yamllint.yml
  21. AUTHORS
  22. BUILD.bazel
  23. CMakeLists.txt
  24. configure_bazel.py
  25. CONTRIBUTING.md
  26. LICENSE
  27. README.md
  28. SUBMODULE_VERSIONS.txt
  29. 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 SystemPlatformArchitectureConfiguration / ComponentStatus
KokoroBazelLinuxx86-64kokoro status bazel/linux/x86-swiftshader/core
KokoroCMake & BazelLinuxx86-64 (swiftshader)Integrationskokoro status cmake-bazel/linux/x86-swiftshader
KokoroCMake & BazelLinuxx86-64 (turing)Integrationskokoro status cmake-bazel/linux/x86-turing
KokoroCMakeLinuxx86-64 (swiftshader)kokoro status cmake/linux/x86-swiftshader
KokoroCMakeLinuxx86-64 (swiftshader)asankokoro status cmake/linux/x86-swiftshader-asan
KokoroCMakeLinuxx86-64 (turing)kokoro status cmake/linux/x86-turing
KokoroCMakeAndroidarm64-v8aRuntime (build only)kokoro status cmake/android/arm64-v8a
KokoroCMakeBare Metalrisc-v-32Runtimekokoro status cmake/baremetal/riscv32
KokoroCMakeLinuxrisc-v-64Runtimekokoro status cmake/linux/riscv64
BuildkiteCMakeAndroidarm64-v8aRuntimebuildkite status iree-android-arm64-v8a
BuildKiteCMakeAndroidarm64-v8aRuntime Benchmarksbuildkite status iree-benchmark
BuildKiteCMakeLinuxx86-64Tracing + Standalone Runtimebuildkite status iree-build-configurations

Architecture Overview

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.