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opensecura / 3p / openxla / iree / 341150b9cf4056aa28f41f0990cfb750da9671b7
commit341150b9cf4056aa28f41f0990cfb750da9671b7[log] [tgz]
authorMaheshRavishankar <1663364+MaheshRavishankar@users.noreply.github.com>Tue Apr 19 17:05:40 2022 -0700
committerGitHub <noreply@github.com>Tue Apr 19 17:05:40 2022 -0700
treec03718a0a6febe7adaf48d59ab6c7522b36b3a81
parenta21ad5858c131c50cca4f06cda4ec28c82775216 [diff]
Integrate llvm-project at a571f82a50416b767fd3cce0fb5027bb5dfec58c (#8913)

* Reset third_party/llvm-project: a571f82a50416b767fd3cce0fb5027bb5dfec58c (2022-04-15 14:51:30 -0700): Update test to handle opaque pointers flag flip.

MHLO : 9b43a08be8ad6a9c8d77f37f61a7be6e0ec8c200
TF: bc7cfb0eef68e82cdf9d4afa68796fd38c595f0f
PiperOrigin-RevId: 442136106

- Add missing include of EnumAttr.td to dialect base files.
- Drop StrEnumAttr usage in Vulkan dialect.
- Update usages of StringAttr to IntegerAttr
- Fix Vulkan TargetEnvAttr assembly parsing and printing
- Fix SPIR-V vectorize_elementwise_ops test IR
- Fix remaining failing test IRs
- Fix MHLO tests.
- Fix MHLO tests in iree_tf_compiler.
- XFAIL top K tests for now

Co-authored-by: Lei Zhang <antiagainst@google.com>
17 files changed
tree: c03718a0a6febe7adaf48d59ab6c7522b36b3a81
  1. .github/
  2. benchmarks/
  3. bindings/
  4. build_tools/
  5. colab/
  6. docs/
  7. experimental/
  8. integrations/
  9. iree/
  10. llvm-external-projects/
  11. runtime/
  12. scripts/
  13. third_party/
  14. .bazelignore
  15. .bazelrc
  16. .bazelversion
  17. .clang-format
  18. .gitignore
  19. .gitmodules
  20. .pylintrc
  21. .style.yapf
  22. .yamllint.yml
  23. AUTHORS
  24. BUILD.bazel
  25. CMakeLists.txt
  26. configure_bazel.py
  27. CONTRIBUTING.md
  28. LICENSE
  29. README.md
  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.