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opensecura / 3p / openxla / iree / e986cdb66dae78cc4547c4cafc311068e9a57996
commite986cdb66dae78cc4547c4cafc311068e9a57996[log] [tgz]
authorThomas <thomasraoux@google.com>Thu Dec 01 13:04:54 2022 -0800
committerGitHub <noreply@github.com>Thu Dec 01 21:04:54 2022 +0000
tree737ec0d3c369b5231eabbca7b30b703c9fdacef3
parent875331234d99ecf9609ef5a9f12909102c385c78 [diff]
Integrate at llvm/llvm-project@61aed52c and bump dependencies (#11393)

LLVM: 61aed52c9ec0bca9979922ed2762785ec1f39755
MHLO: 00cbb603af9179ab6b792b583f4eb7999c0c7cc8
TF: cfe950a3f9b48555816aeece894ed6a7a2271749

carried cherry-pick:
4c23f93b2fae3fb76dc841d6e875ac598100c074
78c792324c5ecf32e1ddd44ce306429667c2cec5
dd6655376816622ffa9a344c651c7ea7be5cb2e7

Additional change:
remove usage of enableLowerPermutationMaps
6 files changed
tree: 737ec0d3c369b5231eabbca7b30b703c9fdacef3
  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. .dockerignore
  19. .gitignore
  20. .gitmodules
  21. .pylintrc
  22. .style.yapf
  23. .yamllint.yml
  24. AUTHORS
  25. BUILD.bazel
  26. CITATION.cff
  27. CMakeLists.txt
  28. configure_bazel.py
  29. CONTRIBUTING.md
  30. LICENSE
  31. README.md
  32. 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.