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opensecura / 3p / openxla / iree / a78cee1f0e84e99eaca8b0ae46e2da609916c6fb
commita78cee1f0e84e99eaca8b0ae46e2da609916c6fb[log] [tgz]
authorPhoebe Chen <chen.miat@gmail.com>Tue May 14 23:04:36 2024 +0800
committerGitHub <noreply@github.com>Tue May 14 08:04:36 2024 -0700
tree3bdd9d512eab36f85e7debb0f8e9856e5e7d216b
parent8d8d18c50600462136e9136927384e368672079d [diff]
Add support for serializing the textual representation of LLVM IR. (#17193)

This PR adds support for direct serialization of LLVM IR textual
representation from the module, eliminating the need for developers to
use the llvm-dis tool to convert bitcode into human-readable IR format.
This enhancement simplifies debugging and optimization processes,
providing developers with a more streamlined workflow.

---------

Signed-off-by: Phoebe Chen <phoebe.chen@sifive.com>
3 files changed
tree: 3bdd9d512eab36f85e7debb0f8e9856e5e7d216b
  1. .devcontainer/
  2. .github/
  3. build_tools/
  4. compiler/
  5. docs/
  6. experimental/
  7. integrations/
  8. lib/
  9. llvm-external-projects/
  10. runtime/
  11. samples/
  12. tests/
  13. third_party/
  14. tools/
  15. .bazel_to_cmake.cfg.py
  16. .bazelignore
  17. .bazelrc
  18. .bazelversion
  19. .clang-format
  20. .dockerignore
  21. .git-blame-ignore-revs
  22. .gitignore
  23. .gitmodules
  24. .yamllint.yml
  25. AUTHORS
  26. BUILD.bazel
  27. CITATION.cff
  28. CMakeLists.txt
  29. configure_bazel.py
  30. CONTRIBUTING.md
  31. LICENSE
  32. MAINTAINERS.md
  33. README.md
  34. RELEASING.md
  35. 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 IREE Discord 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

Community meeting recordings: IREE YouTube channel

  • 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.