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opensecura / 3p / openxla / iree / e46d277dddd47e3742ae82879f9e96086e3911d6
commite46d277dddd47e3742ae82879f9e96086e3911d6[log] [tgz]
authorScott Todd <scotttodd@google.com>Mon Oct 24 13:58:45 2022 -0700
committerGitHub <noreply@github.com>Mon Oct 24 13:58:45 2022 -0700
tree493f3bd2d079cbdbec3b3b40aa537833d61de1f7
parent7b823f11cd4ddf029585a0c15d2af410721a8abd [diff]
Cleanup PyTorch getting started page. (#10886)

Follow-up to https://github.com/iree-org/iree/pull/10757

* Fix table formatting (single column table needs `| text here |`
instead of `text here`)
* Fix note formatting
(https://squidfunk.github.io/mkdocs-material/reference/admonitions/)
* Fix numbered list formatting
(https://squidfunk.github.io/mkdocs-material/reference/lists/#using-ordered-lists)
* Wrap some lines at 80 characters (purely a style choice, some
formatters do this automatically)
* Tweak some phrasing / grammar

(steps to preview changes to the website locally are here:
https://github.com/iree-org/iree/tree/main/docs/website)
1 file changed
tree: 493f3bd2d079cbdbec3b3b40aa537833d61de1f7
  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. .gitignore
  19. .gitmodules
  20. .pylintrc
  21. .style.yapf
  22. .yamllint.yml
  23. AUTHORS
  24. BUILD.bazel
  25. CITATION.cff
  26. CMakeLists.txt
  27. configure_bazel.py
  28. CONTRIBUTING.md
  29. LICENSE
  30. README.md
  31. 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.