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opensecura / 3p / openxla / iree / 8e86bcf8bee75e456b985211812ba2bd5a400735
commit8e86bcf8bee75e456b985211812ba2bd5a400735[log] [tgz]
authorScott Todd <scott.todd0@gmail.com>Mon Dec 16 13:36:23 2024 -0800
committerGitHub <noreply@github.com>Mon Dec 16 13:36:23 2024 -0800
tree3c205e026abafabdc19931d360351be213a94d0a
parentf90771d4f7d835a25f8dbe5feeedf037509a25ce [diff]
Refresh architecture diagram with ONNX and LiteRT inputs. (#19494)

Progress on https://github.com/iree-org/iree/issues/18174.

I suggest the rich diff "swipe" view to see what changed. Updates in
text form:

* Added ONNX to input frameworks in the top left and swapped "TOSA" for
"LiteRT".
* Reordered the input frameworks (roughly ordered by momentum and
grouped TF with LiteRT, but could also sort alphabetically).
* Exporting somehow changed the font to from [Virgil, Cascadia,
Assistant] sourced from e.g. `https://excalidraw.com/Cascadia.woff2` to
just Cascadia, sourced from an inlined base64-encoded blob (so +1.87KB
file size). I don't mind the changes.
* Removed _extremely_ small "Stacked Column" text from the "Profiling
Feedback" chart on the right that looked like an artifact of the diagram
generation.
4 files changed
tree: 3c205e026abafabdc19931d360351be213a94d0a
  1. .github/
  2. build_tools/
  3. compiler/
  4. docs/
  5. experimental/
  6. integrations/
  7. lib/
  8. llvm-external-projects/
  9. runtime/
  10. samples/
  11. tests/
  12. third_party/
  13. tools/
  14. .bazel_to_cmake.cfg.py
  15. .bazelignore
  16. .bazelrc
  17. .bazelversion
  18. .clang-format
  19. .git-blame-ignore-revs
  20. .gitattributes
  21. .gitignore
  22. .gitmodules
  23. .pre-commit-config.yaml
  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.

IREE Discord Status pre-commit OpenSSF Best Practices

Project news

Project status

Release status

Releases notes are published on GitHub releases.

PackageRelease status
GitHub release (stable)GitHub Release
GitHub release (nightly)GitHub Release
Python iree-base-compilerPyPI version
Python iree-base-runtimePyPI version

Build status

CI PkgCI

Host platformBuild status
LinuxCI - Linux x64 clang
CI - Linux arm64 clang
macOSCI - macOS x64 clang
WindowsCI - Windows x64 MSVC

For the full list of workflows see https://iree.dev/developers/general/github-actions/.

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

DateTitleRecordingSlides
2021-06-09IREE Runtime Design Tech Talkrecordingslides
2020-08-20IREE CodeGen (MLIR Open Design Meeting)recordingslides
2020-03-18Interactive HAL IR Walkthroughrecording
2020-01-31End-to-end MLIR Workflow in IREE (MLIR Open Design Meeting)recordingslides

License

IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions. See LICENSE for more information.