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opensecura / 3p / openxla / iree / 837151dc1c11f84cbb890f833101b0035e1e4662
commit837151dc1c11f84cbb890f833101b0035e1e4662[log] [tgz]
authorMaheshRavishankar <1663364+MaheshRavishankar@users.noreply.github.com>Fri Jan 20 15:03:01 2023 -0800
committerGitHub <noreply@github.com>Fri Jan 20 15:03:01 2023 -0800
tree6cc40ad1586fab50ad512d4a0ebda7607e13e696
parenta6de54cc2c1bd5bf2ab66ca1c4ce1a5f0e4ee6c3 [diff]
Integrate llvm-project at https://github.com/llvm/llvm-project/commit/9936064d6677 (#11891)

Co-authored-by: Diego Caballero <diegocaballero@google.com>
Co-authored-by: Thomas Raoux <thomasraoux@google.com>
Co-authored-by: qcolombet <quentin.colombet@gmail.com>

Update third_party dependencies
   MHLO : https://github.com/tensorflow/mlir-hlo/commit/5e3727cd95705183f08e089f735449b154c5c19d
  TF: https://github.com/tensorflow/tensorflow/commit/30045503f7fc53f16bc87b7344398bb8f6501a4e

LLVM Cherry picks for fixes:
https://github.com/llvm/llvm-project/commit/066b4fcb8df2fa5f5635bdf1c66825c01dbf93fd
https://github.com/llvm/llvm-project/commit/6b43568ff83f70cee9fd920f1781526f5b595de5
https://github.com/llvm/llvm-project/commit/e91a5ce278381771ea6d4e6d602e1e486de655f9

- Fixup GPU Address space usage
- Fix infinite loop in pattern application of `FoldBlockArgumentPattern`
- Cherry pick vector transform changes from PR #11901 
- Disable failing tests to fix forward. Issue #11921 and #11923
95 files changed
tree: 6cc40ad1586fab50ad512d4a0ebda7607e13e696
  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.