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opensecura / 3p / openxla / iree / 63a4724e168243a4697d654e90eb521a5e293bcf
commit63a4724e168243a4697d654e90eb521a5e293bcf[log] [tgz]
authorGeoffrey Martin-Noble <gcmn@google.com>Tue Dec 21 15:13:49 2021 -0800
committerGitHub <noreply@github.com>Tue Dec 21 15:13:49 2021 -0800
treec15b778954e8b1ee53a574d231d3443c1bf44ce1
parente9ad2cd92167ec00dbc272d2c9ffcfc9784285ea [diff]
parent697b59f2a865c2a30e5a66fd5419fb29850bdd8f [diff]
Merge google -> main (#7935)

* 697b59f2a Merge pull request #7932 from GMNGeoffrey:main-to-google
* 62aa54afc Integrate LLVM at llvm/llvm-project@a3ea9052d6a1
* 629fb8869 Synchronize submodules with LLVM at llvm/llvm-project@55c71c9eac9b
* 3585ae827 Integrate LLVM at llvm/llvm-project@55c71c9eac9b
* 78bbf9a69 Integrate LLVM at llvm/llvm-project@6f1a501fddae
* 53328622e Integrate LLVM at llvm/llvm-project@7f9e9c7fc341
* 795ba9c7f Integrate LLVM at llvm/llvm-project@ec0e4545caa1
* 5aacc205d Integrate LLVM at llvm/llvm-project@65d7fd0239bf
tree: c15b778954e8b1ee53a574d231d3443c1bf44ce1
  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. .pylintrc
  20. .style.yapf
  21. .yamllint.yml
  22. AUTHORS
  23. BUILD.bazel
  24. CMakeLists.txt
  25. configure_bazel.py
  26. CONTRIBUTING.md
  27. LICENSE
  28. README.md
  29. SUBMODULE_VERSIONS.txt
  30. 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.