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opensecura/3p/openxla/iree/fbde6995a691dcb71b19aa30c26f7ff7d803f6bd
commit
fbde6995a691dcb71b19aa30c26f7ff7d803f6bd
[log]
author
iree-copybara-bot <iree-copybara-bot@google.com>
Thu May 27 21:42:50 2021 +0000
committer
Copybara Fixup Action <iree-github-actions-bot@google.com>
Thu May 27 21:42:50 2021 +0000
tree
4d351bae28de316eaa09f51d26f87729c350020b
parent
67dde2ea0be9e75a72cd57ce910fa7d42635da8d [diff]
parent
994cdbafc774eea20ca5439b2fd568103920f2b8 [diff]
Merge main -> google

* 810f6fdc5 Delete file added back by merge (#6031)
* dc751f19e Add Nod to AUTHORS (#6028)
* 722a2ba1f Add Fraunhofer to AUTHORS (#6025)
* 4a8b16999 Create new pass PromoteTensorLoads. (#6023)
* ba661e878 Add a pass to verify that input to the compiler is legal. (#6022)
* dffa21066 Implement direct lowering of broadcasts from chlo.
* 552d3f888 Relicense IREE under the LLVM license (#6020)
* 9c364e9aa Expose F32ToF16 demotion pass in IREE translate pipeline (#6016)
* a05e2cc67 Fix base result index in DispatchWorkgroupsOp patterns. (#6019)
* b0c5c584f Delete dead files. (#6018)
* be0c0604a Start porting the Conversion dir to tablegen pass registration. (#6011)
* ff83fe055 Switch glob to enforce_glob for BUILD files. (#6017)
* 05d90e651 Integrate MLIR-EmitC at iml130/mlir-emitc@108a78da (#6015)
* f97241538 [vulkan] Rework target triple support (#5960)
* 57e2a2db2 Add end-to-end tests for mhlo.scatter. (#6002)
* de970df74 Merge google -> main #6012
* f985f42fa Add KWS Streaming dependency to Kokoro Docker images (#5986)
* 13305d2d4 Propagate diagnostics instead of asserting in stream conversion (#5991)

PiperOrigin-RevId: 376252435
tree: 4d351bae28de316eaa09f51d26f87729c350020b
  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 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 2.0 License with LLVM Exceptions. See LICENSE for more information.