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opensecura / 3p / openxla / iree / a930860b5fa79b79144112f818e37775d32888da
commita930860b5fa79b79144112f818e37775d32888da[log] [tgz]
authorMaheshRavishankar <1663364+MaheshRavishankar@users.noreply.github.com>Fri Sep 16 18:30:31 2022 -0700
committerGitHub <noreply@github.com>Sat Sep 17 01:30:31 2022 +0000
treeec802c0682c2bc958f48023bce92127b58b018e3
parent8d1e6abc3a7e0e9734cd28128905b64af582ec55 [diff]
Integrate llvm-project at https://github.com/llvm/llvm-project/commit/42a90e6017b0 (#10453)

* Reset third_party/llvm-project:
42a90e6017b04f218a398b46c331fb5a8336433d (2022-09-16 09:32:02 -0700):
[ModuleInliner] Remove a redundaunt variable (NFC)

MHLO :
https://github.com/tensorflow/mlir-hlo/commit/f1a12aa82afd8444285e673574d5882c89ddef63
TF:
https://github.com/tensorflow/tensorflow/commit/d5eb41b9711e2a7017ff16ce835d31e482884fed

Includes a cherrypick to TF which needs to land upstream, as documented in their issue: https://github.com/tensorflow/tensorflow/issues/57733

Co-authored-by: Stella Laurenzo <laurenzo@google.com>
19 files changed
tree: ec802c0682c2bc958f48023bce92127b58b018e3
  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.