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opensecura / 3p / openxla / iree / 649ec62df0d475eb774d7d71342472415af0e794
commit649ec62df0d475eb774d7d71342472415af0e794[log] [tgz]
authorrsuderman <rob.suderman@gmail.com>Mon Nov 22 17:11:31 2021 -0800
committerGitHub <noreply@github.com>Mon Nov 22 17:11:31 2021 -0800
treed495aaf7cbf16e45a336ee01b6440043f3c10063
parent58009521eba1e1343dd4c358c7eae7244e631a22 [diff]
parent2f7c534e274b1161d95465724bf1194908ff5bfd [diff]
Merge google -> main #7727

2f7c534 Typo in fix.
ee40cf3 Fix NamedAttribute first/second changes on missing parts.
03a9ea2 Fix EmitC NamedAttribute fix.
a4ac5db Merge pull request Merge main -> google #7723 from rsuderman:main-to-google
6b53551 Synchronize submodules with LLVM at llvm/llvm-project@4348cd4
4c1019f Integrate LLVM at llvm/llvm-project@4348cd4
9abc2fe Integrate LLVM at llvm/llvm-project@20f79f8
826f1db Align FileCheck options with upstream defaults.
17deac0 Synchronize submodules with LLVM at llvm/llvm-project@d61840c
d5d3df9 Merge pull request Fixes for CModuleTarget after LLVM update. #7704 from ScottTodd:llvm-build-fix
ee91353 Integrate LLVM at llvm/llvm-project@d61840c
56a8b66 Integrate LLVM at llvm/llvm-project@913d78c
tree: d495aaf7cbf16e45a336ee01b6440043f3c10063
  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.