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opensecura / 3p / openxla / iree / 7c8fedcae06d7aa3d1d6e01557d8597181e34771
commit7c8fedcae06d7aa3d1d6e01557d8597181e34771[log] [tgz]
authorScott Todd <scott.todd0@gmail.com>Wed Aug 21 07:59:16 2024 -0700
committerGitHub <noreply@github.com>Wed Aug 21 07:59:16 2024 -0700
tree3d65d75105e6cb621438015c72d1405120239d53
parent192c342b2831ed49f4aaad68b4a1bcda495da413 [diff]
Remove PyYAML dependency from Python bindings. (#18262)

Keeping the list of dependencies small will make it easier to depend on
us. Installing `iree-compiler` and `iree-runtime` brings these packages
along:
```
Installing collected packages: mpmath, sympy, PyYAML, numpy, iree-runtime, iree-compiler
Successfully installed PyYAML-6.0.2 iree-compiler-20240816.987 iree-runtime-20240816.987 mpmath-1.3.0 numpy-2.0.1 sympy-1.13.2
```

Unless LLVM/MLIR somehow needs PyYAML (e.g. for linalg opdsl generators
/ tests), I think we can drop it now. `git log -S pyyaml` points to only
these commits:
https://github.com/iree-org/iree/commit/dd787a74204360592d8f2600ba1a3bf4f0f52ebc,
https://github.com/iree-org/iree/commit/3149b6d191da1ac55c5ed179337a3c5fb58dbdcd.

* PyYAML is still used by
[`build_tools/github_actions/configure_ci.py`](https://github.com/iree-org/iree/blob/main/build_tools/github_actions/configure_ci.py)
and
[`build_tools/github_actions/configure_ci_test.py`](https://github.com/iree-org/iree/blob/main/build_tools/github_actions/configure_ci_test.py).
I just turned off that test in CI. We could install PyYAML (via a
`test_dependencies.txt`) to keep running it, but I think we should focus
on just what the core project truly needs.
* `build_tools/testing/gen_test_matrix.py` hasn't been used in a while
and that sort of test generator should now live in an external
repository like https://github.com/iree-org/iree-test-suites
12 files changed
tree: 3d65d75105e6cb621438015c72d1405120239d53
  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. .dockerignore
  20. .git-blame-ignore-revs
  21. .gitattributes
  22. .gitignore
  23. .gitmodules
  24. .pre-commit-config.yaml
  25. .yamllint.yml
  26. AUTHORS
  27. BUILD.bazel
  28. CITATION.cff
  29. CMakeLists.txt
  30. configure_bazel.py
  31. CONTRIBUTING.md
  32. LICENSE
  33. MAINTAINERS.md
  34. README.md
  35. RELEASING.md
  36. 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 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

Release status

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

  • 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.