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opensecura / 3p / openxla / iree / 95cb9111ff438c87ac4ae6d551cf7980a7bacca8
commit95cb9111ff438c87ac4ae6d551cf7980a7bacca8[log] [tgz]
authorGeoffrey Martin-Noble <gcmn@google.com>Mon Jul 19 18:26:24 2021 -0700
committerGitHub <noreply@github.com>Mon Jul 19 18:26:24 2021 -0700
treeb27b5be58d24836e8aa3adaf933bb951b0d56778
parent17a87a7a745976ba2c8649aac1569f49030979bc [diff]
parent282c1ffb08cfba492464ba68e7e50b50a572a516 [diff]
Merge google -> main (#6493)

* 282c1ffb0 Add webgpu-headers submodule. (#6492)
* b4eae02c4 Merge main -> google
* 4d6a4a4aa Integrate LLVM at llvm/llvm-project@5994201c8e4c
* 3697772de Synchronize submodules with LLVM at llvm/llvm-project@50302feb1d2c
* 027de9be6 Support np.int16 in Python ABI.
* 1db2f986b Integrate LLVM at llvm/llvm-project@50302feb1d2c
* c660487d1 Integrate LLVM at llvm/llvm-project@58ddeba3e0de
* bafbbecbb Integrate LLVM at llvm/llvm-project@4504e1134c91
* 78bb0979a Integrate LLVM at llvm/llvm-project@0ad1d9fdf22d
* ea5550ac0 Integrate LLVM at llvm/llvm-project@95995673d1ba
tree: b27b5be58d24836e8aa3adaf933bb951b0d56778
  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 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 Benchmarks (Mako)buildkite status iree-android-benchmark
BuildKiteCMakeAndroidarm64-v8aRuntime Benchmarksbuildkite status iree-benchmark
BuildKiteCMakeLinuxx86-64Tracing + Standalone Runtimebuildkite status iree-build-configurations

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.