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opensecura / 3p / openxla / iree / 4c2029f4197f1814ea2ab86ecf77c4bef2cfa094
commit4c2029f4197f1814ea2ab86ecf77c4bef2cfa094[log] [tgz]
authorThomas <thomasraoux@google.com>Mon Aug 15 19:20:14 2022 -0700
committerGitHub <noreply@github.com>Mon Aug 15 19:20:14 2022 -0700
tree2a8cacd1e82ee5972147c2ab4ef35c72723977da
parent3ef49f8292232be2e15a6f614b4d1f803accbf27 [diff]
Integrate llvm-project and bump dependencies. (#10103)

* llvm-project: 2c3ca3b684bb2b188d977d47548e79dc559fb8ad
* mlir-hlo: b30f16819dd99be5d00c65a458ab9de12e7b8d13
* tensorflow: 49f97f135a2e1d5d22e60d2a80ec668d53f9708a

Extra changes:

* AbsOp -> AbsFOp
* llvm global access requires a symbol cache.
* Tablegen lib build fix
* callOp and ExtractValue signature changed
* transform.sequence syntax change
* Fix lit tests order restrictions
* Update SPIR-V after memory space changes
* Fix reshape printing
* Fix mhlo type conversion for rank0 tensor

Co-authored-by: Lei Zhang <antiagainst@google.com>
38 files changed
tree: 2a8cacd1e82ee5972147c2ab4ef35c72723977da
  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.