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opensecura / 3p / openxla / iree / a51763d845d0fd6b2a2da7bd0fe6ad2217b03f8b
commita51763d845d0fd6b2a2da7bd0fe6ad2217b03f8b[log] [tgz]
authorGeoffrey Martin-Noble <gcmn@google.com>Fri Mar 18 16:04:22 2022 -0700
committerGitHub <noreply@github.com>Fri Mar 18 16:04:22 2022 -0700
treec1ba798e82315e8ac9527352a3e9ccd291490d43
parent34d31132f7c75a02a9162ca992ea8d32d0680b31 [diff]
Scripts and pipelines for basic orchestration (#8555)

This adds the Buildkite pipelines that will orchestrate everything
we run on pre- and post-submit. So far, it just triggers a placeholder
pipeline that sleeps for 10 seconds, but has everything in place to
trigger real pipelines.

With a successful CLA check, the pipeline looks like:
https://buildkite.com/iree/presubmit/builds/49
![yes_cla](https://user-images.githubusercontent.com/5732088/159095241-f358b65f-7f0e-46f7-9e7a-f6afc844b7ea.png)


With a failing CLA check it looks like:
https://buildkite.com/iree/presubmit/builds/34
![no_cla](https://user-images.githubusercontent.com/5732088/159095099-d47a2e60-0030-4e3e-8407-70f1be5dd9f3.png)
![block_prompt](https://user-images.githubusercontent.com/5732088/159095216-9be231e4-9517-4c91-be4d-8b8dc7d0944e.png)
9 files changed
tree: c1ba798e82315e8ac9527352a3e9ccd291490d43
  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. 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.