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opensecura / 3p / openxla / iree / 8aae2940b73abce6c604bddfd11f83cba2a222a6
commit8aae2940b73abce6c604bddfd11f83cba2a222a6[log] [tgz]
authorScott Todd <scott.todd0@gmail.com>Fri Jun 07 14:14:22 2024 -0700
committerGitHub <noreply@github.com>Fri Jun 07 14:14:22 2024 -0700
tree6b4751fc2b4c0f7eff00abac411970e4d08fa683
parent51b40072cc11c9f126de43fac22ba3260ffebd79 [diff]
Refresh some docs and samples from SHARK-Turbine to iree-turbine. (#17577)

Still need to complete the namespace migration from the `shark-turbine/`
subfolder to `iree/turbine` in https://github.com/iree-org/iree-turbine,
but some of these docs and URLs were already broken.

Also added a note about sharktank to https://iree.dev/community/ and
removed the mention of https://github.com/nod-ai/SRT (no more work is
happening in that downstream repo).
8 files changed
tree: 6b4751fc2b4c0f7eff00abac411970e4d08fa683
  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. .gitattributes
  23. .gitignore
  24. .gitmodules
  25. .pre-commit-config.yaml
  26. .yamllint.yml
  27. AUTHORS
  28. BUILD.bazel
  29. CITATION.cff
  30. CMakeLists.txt
  31. configure_bazel.py
  32. CONTRIBUTING.md
  33. LICENSE
  34. MAINTAINERS.md
  35. README.md
  36. RELEASING.md
  37. 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 IREE Discord 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

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.