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opensecura / 3p / openxla / iree / 180f5955e912a0528f664d13d6cb71610fbd2ccb
commit180f5955e912a0528f664d13d6cb71610fbd2ccb[log] [tgz]
authorJakub Kuderski <kubak@google.com>Wed Apr 12 11:54:29 2023 -0400
committerGitHub <noreply@github.com>Wed Apr 12 15:54:29 2023 +0000
tree2f2e7e82139e56715b00037c548c49ad1d2d77c8
parent9466b5ed0f329df70a14c9242613fde226ae8c4e [diff]
[StableHLO][NFC] Move pointwise to linalg conversion to source file (#13044)

This moves the pointwise StableHLO op to `linalg.generic` conversion out
of the common header and to the matching source file.

In addition, unify the common precondition checks code used by both
pointwise patterns and pull it out to a non-template function. This is
to reduce the amount of duplicated code. This reduces the compilation
time of this source file from 28s to 22s on my machine.

Also clean up the moved pattern.

Issue: https://github.com/openxla/iree/issues/12678
2 files changed
tree: 2f2e7e82139e56715b00037c548c49ad1d2d77c8
  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. .bazel_to_cmake.cfg.py
  16. .bazelignore
  17. .bazelrc
  18. .bazelversion
  19. .clang-format
  20. .dockerignore
  21. .gitignore
  22. .gitmodules
  23. .pylintrc
  24. .style.yapf
  25. .yamllint.yml
  26. AUTHORS
  27. BUILD.bazel
  28. CITATION.cff
  29. CMakeLists.txt
  30. configure_bazel.py
  31. CONTRIBUTING.md
  32. LICENSE
  33. README.md
  34. 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.