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opensecura / 3p / openxla / iree / 70e6e52c9ce84c82f5409c9836a3926d2fb98221
commit70e6e52c9ce84c82f5409c9836a3926d2fb98221[log] [tgz]
authorNicolas Vasilache <nicolasvasilache@users.noreply.github.com>Mon Mar 06 20:22:48 2023 +0100
committerGitHub <noreply@github.com>Mon Mar 06 20:22:48 2023 +0100
treeae6c12cc17fd056da58eb4a66b2ab0c63882f3cd
parent8007d749733c5109cddc323eb8b52a5f2a0bad9f [diff]
Add additional options to the ApplyPatternsOp (#12519)

The following upstream options are added to the ApplyPatternsOp:

1. rank-reduction of linalg ops via reshapes
2. pack/unpack propagation
3. split bubble_expand from bubble_collapse as these patterns exhibit an
interference behavior
4. patterns for greedy fusion of linalg ops

All these are extensively tested upstream, this PR provides the plumbing
to be used with the transform dialect.
8 files changed
tree: ae6c12cc17fd056da58eb4a66b2ab0c63882f3cd
  1. .github/
  2. benchmarks/
  3. build_tools/
  4. compiler/
  5. docs/
  6. experimental/
  7. integrations/
  8. lib/
  9. llvm-external-projects/
  10. runtime/
  11. samples/
  12. tests/
  13. third_party/
  14. tools/
  15. .bazelignore
  16. .bazelrc
  17. .bazelversion
  18. .clang-format
  19. .dockerignore
  20. .gitignore
  21. .gitmodules
  22. .pylintrc
  23. .style.yapf
  24. .yamllint.yml
  25. AUTHORS
  26. BUILD.bazel
  27. CITATION.cff
  28. CMakeLists.txt
  29. configure_bazel.py
  30. CONTRIBUTING.md
  31. LICENSE
  32. README.md
  33. 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.