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opensecura / 3p / openxla / iree / 3a6332b5c23ac7ca631c55f904ea318949bf3f59
commit3a6332b5c23ac7ca631c55f904ea318949bf3f59[log] [tgz]
authorGeoffrey Martin-Noble <gcmn@google.com>Tue May 11 23:28:11 2021 -0700
committerGeoffrey Martin-Noble <gcmn@google.com>Tue May 11 23:28:11 2021 -0700
treeee6c397c9027d8b0d50b62af96bbe95e7614f20d
parent0c79bfaa4a71f6b7ea6e27860c1c36de13e12baa [diff]
parent4d1a317b1cd5a13c780bde9d224822f4d3769954 [diff]
Merge main -> google

* 4d1a317b1 Revert "Fix getting shape in launch config (#5603)" (#5846)
* a93ff6134 Add MemoryEffects to IREE list ops and emit resize in ABI generation. (#5839)
* 47c5bb746 Use full path to ghost in 404 page (#5834)
* c80d5b56d Revert "Disable testing on S20 that is offline" (#5833)
* c03417d64 Switch users of cc_embed_data to c_embed_data. (#5783)
* 9e6fdea9b Remove patterns from VectorToGPU (#5830)
* d573c3dbb Fix how to get the orignal shape in generic op launch config. (#5603)
* 734948610 Merge google -> main (#5829)
* ee893b8a6 Add command line to enable fusion with reduction ops (#5597)
* 9f5c6ff6d Miscellaneous fixes to Bufferization pass. (#5825)
* 6b4c686c9 Disable testing on S20 that is offline (#5828)

PiperOrigin-RevId: 373287956
tree: ee6c397c9027d8b0d50b62af96bbe95e7614f20d
  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. BUILD.bazel
  20. CMakeLists.txt
  21. configure_bazel.py
  22. CONTRIBUTING.md
  23. LICENSE
  24. README.md
  25. SUBMODULE_VERSIONS.txt
  26. WORKSPACE
README.md

IREE: Intermediate Representation Execution Environment

IREE (Intermediate Representation Execution Environment, pronounced as “eerie”) is an MLIR-based end-to-end compiler that lowers Machine Learning (ML) models to a unified IR optimized for real-time inference on mobile/edge devices against heterogeneous hardware accelerators. IREE also provides flexible deployment solutions for its compiled ML models.

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 SystemPlatformArchitectureComponentStatus
KokoroBazelLinuxx86Corekokoro_status_bazel_linux_x86_core
KokoroCMake & BazelLinuxx86-swiftshaderIntegrationskokoro_status_cmake-bazel_linux_x86-swiftshader_integrations
KokoroCMake & BazelLinuxx86-turingIntegrationskokoro_status_cmake-bazel_linux_x86-turing_integrations
KokoroCMakeLinuxx86-swiftshaderCore + Bindingskokoro_status_cmake_linux_x86-swiftshader
KokoroCMakeLinuxx86-swiftshader-asanCore + Bindingskokoro_status_cmake_linux_x86-swiftshader-asan
KokoroCMakeLinuxx86-turingCore + Bindingskokoro_status_cmake_linux_x86-turing
KokoroCMakeAndroidarm64-v8aRuntime (build only)kokoro_status_cmake_android_arm64-v8a
BuildKiteCMakeAndroidarm64-v8aRuntimebuildkite-status-cmake-android-arm

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 license. See LICENSE for more information.