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opensecura / 3p / openxla / iree / d0383353dc3749bb484cd8376f872f89e75d50fd
commitd0383353dc3749bb484cd8376f872f89e75d50fd[log] [tgz]
authorGuray Ozen <guray.ozen@gmail.com>Mon Nov 21 17:49:58 2022 +0100
committerGitHub <noreply@github.com>Mon Nov 21 17:49:58 2022 +0100
treebbf531e79f9db3a03a2ad963bdfd6796ee8a1ded
parent078d1dec509c3bb4a38b0cc02ed7b3ac69aa459d [diff]
parent38c1decd25779b630278cde31155037be50a95fd [diff]
Decouple `GPUThreadMappingAttr` from GPU transform dialect (#11171)

Now GPU transform dialect works with any attribute, but the attributes
must be defined outside of the code generator. In this way, iree can
define own mappers. This PR integrates this change into iree.

Cherry pick the following llvm. The PR and llvm should go together.
@beaffb041c689deb30d9b06fb3a68a1a4bae48a4
tree: bbf531e79f9db3a03a2ad963bdfd6796ee8a1ded
  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. .dockerignore
  19. .gitignore
  20. .gitmodules
  21. .pylintrc
  22. .style.yapf
  23. .yamllint.yml
  24. AUTHORS
  25. BUILD.bazel
  26. CITATION.cff
  27. CMakeLists.txt
  28. configure_bazel.py
  29. CONTRIBUTING.md
  30. LICENSE
  31. README.md
  32. 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.