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opensecura / 3p / openxla / iree / 5cd6e1dd6f28fda94f1c46ab323e142f2097f9b7
commit5cd6e1dd6f28fda94f1c46ab323e142f2097f9b7[log] [tgz]
authorScott Todd <scotttodd@google.com>Wed Apr 26 12:52:05 2023 -0700
committerGitHub <noreply@github.com>Wed Apr 26 12:52:05 2023 -0700
tree5c7d1a6fe20f538f67bc2a6d72ae9f95508ae864
parentebf8490c077f41c635eab5e29ec290a4ba755ed9 [diff]
Update sample Colab notebooks following TF importer changes. (#13311)

Tentatively fixes https://github.com/openxla/iree/issues/13148

Major changes:

* Output MLIR from MHLO to StableHLO (outputs changed automatically so
updated some comments)
* Update import API usage (remove `import_extra_args` and
`decode('utf-8')`)
* variables_and_state
  * don't call one exported function from another exported function
* commented out broken Python runtime code for now (C runtime code still
works)
6 files changed
tree: 5c7d1a6fe20f538f67bc2a6d72ae9f95508ae864
  1. .devcontainer/
  2. .github/
  3. benchmarks/
  4. build_tools/
  5. compiler/
  6. docs/
  7. experimental/
  8. integrations/
  9. lib/
  10. llvm-external-projects/
  11. runtime/
  12. samples/
  13. tests/
  14. third_party/
  15. tools/
  16. .bazel_to_cmake.cfg.py
  17. .bazelignore
  18. .bazelrc
  19. .bazelversion
  20. .clang-format
  21. .dockerignore
  22. .gitignore
  23. .gitmodules
  24. .pylintrc
  25. .style.yapf
  26. .yamllint.yml
  27. AUTHORS
  28. BUILD.bazel
  29. CITATION.cff
  30. CMakeLists.txt
  31. configure_bazel.py
  32. CONTRIBUTING.md
  33. LICENSE
  34. README.md
  35. 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.