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opensecura / 3p / openxla / iree / 7e353e0794c1d3ad5b1146e8fc7843e5353cf4c7
commit7e353e0794c1d3ad5b1146e8fc7843e5353cf4c7[log] [tgz]
authorStella Laurenzo <stellaraccident@gmail.com>Wed Jul 19 09:44:45 2023 -0700
committerGitHub <noreply@github.com>Wed Jul 19 09:44:45 2023 -0700
treeeb2b55d61b7f3491ea53235bcff99e4957ded9a8
parent713cd493ac3ee62e2dadb478e05bd3b925127b96 [diff]
In ireeCompilerRegisterDialects, register all global plugin dialects. (#14432)

This matches the behavior of iree-opt and makes API access to
iree.compiler.ir match.

Also:
* Updates the Python initializer to bracket execution with
`ireeCompilerGlobalInitialize` / `ireeCompilerGlobalShutdown` so that
both pure MLIR and IREE compiler API usage can co-exist without stepping
on each other.
* Makes `ireeCompilerSessionBorrowContext` and
`ireeCompilerSessionStealContext` fully initialize plugins/the context
before returning. Previously this was being done lazily and may not have
happened, resulting in a context that may not have had all
initialization settings applied to it.
4 files changed
tree: eb2b55d61b7f3491ea53235bcff99e4957ded9a8
  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. README.md
  33. 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.