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opensecura / 3p / openxla / iree / e818e8aeaeee1e21478b6fcd3d8b7473bac1a76e
commite818e8aeaeee1e21478b6fcd3d8b7473bac1a76e[log] [tgz]
authorOkwan Kwon <okwan@google.com>Wed Aug 31 15:44:24 2022 -0700
committerGitHub <noreply@github.com>Wed Aug 31 15:44:24 2022 -0700
tree9fe087b085e17d529db484695eadba5dd9fd1520
parent796ddaf1d7f06619c35e82d5793937dc760b19d2 [diff]
Bump llvm 20220829 (#10243)

Integrate llvm-project and bump dependencies
* llvm-project: fffd966f0b0f
* mlir-hlo: 739e59efacfb77fd63a9f462bc5caa93a838a4ae
* tensorflow: dce6d82dd250df450a082e281ab7efc2c7488cce

This includes the following changes:
* update ResourceAnalysis to use setToEntryState()                                                                                                                             
* changes for the stablehlo transition                                                                                                                                                                                 
* disable compile_sample_module.py test temporarily                                                                                                                                                                         
* add an explicit type casting to get Value                                                                                                                                                                                 
* rename SubViewOp by MemRefAliasOp
28 files changed
tree: 9fe087b085e17d529db484695eadba5dd9fd1520
  1. .github/
  2. benchmarks/
  3. build_tools/
  4. compiler/
  5. docs/
  6. experimental/
  7. integrations/
  8. llvm-external-projects/
  9. runtime/
  10. samples/
  11. tests/
  12. third_party/
  13. tools/
  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. CITATION.cff
  26. CMakeLists.txt
  27. configure_bazel.py
  28. CONTRIBUTING.md
  29. LICENSE
  30. README.md
  31. 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.

CI Status

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.

Architecture Overview

IREE Architecture 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.