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opensecura / 3p / openxla / iree / 269dbe019244a0f49d29b6060cea4f44c4e7bbed
commit269dbe019244a0f49d29b6060cea4f44c4e7bbed[log] [tgz]
authorScott Todd <scotttodd@google.com>Mon May 15 08:40:18 2023 -0700
committerGitHub <noreply@github.com>Mon May 15 08:40:18 2023 -0700
tree508bf881d6586a661fc736b7702d0997f5bbe86f
parentc03eb7a4d7567a2d3740415171e1b909aa716ef9 [diff]
Refresh website ML framework / Python overview pages. (#13572)

Doing some general cleanup before working on JAX docs
(https://github.com/openxla/iree/issues/5454)

### Homepage

| Current website | Demo for this PR |
| -- | -- |
[home](https://openxla.github.io/iree/) |
[home](https://scotttodd.github.io/iree/)

* Reworked "Workflow overview" section

### bindings/python

| Current website | Demo for this PR |
| -- | -- |
[bindings/python](https://openxla.github.io/iree/bindings/python/) |
[bindings/python](https://scotttodd.github.io/iree/bindings/python/)

* Inlined instructions for installing nightly releases into a content
tab
* Dropped `iree-tools-*` from the base instructions
* Added icons to section headings

### Getting Started (frameworks intro)

| Current website | Demo for this PR |
| -- | -- |
[getting-started](https://openxla.github.io/iree/getting-started/) |
[getting-started](https://scotttodd.github.io/iree/getting-started/)

* Rewrote "export/import" explanation
* Removed pip install instructions (each subpage lists what it needs)
* Added icons to section headings
* Tweaked sample links
3 files changed
tree: 508bf881d6586a661fc736b7702d0997f5bbe86f
  1. .devcontainer/
  2. .github/
  3. benchmarks/
  4. build_tools/
  5. compiler/
  6. docs/
  7. experimental/
  8. integrations/
  9. lib/
  10. llvm-external-projects/
  11. runtime/
  12. samples/
  13. tests/
  14. third_party/
  15. tools/
  16. .bazel_to_cmake.cfg.py
  17. .bazelignore
  18. .bazelrc
  19. .bazelversion
  20. .clang-format
  21. .dockerignore
  22. .gitignore
  23. .gitmodules
  24. .pylintrc
  25. .style.yapf
  26. .yamllint.yml
  27. AUTHORS
  28. BUILD.bazel
  29. CITATION.cff
  30. CMakeLists.txt
  31. configure_bazel.py
  32. CONTRIBUTING.md
  33. LICENSE
  34. README.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

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.