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opensecura / 3p / openxla / iree / 47a5f99157b55b0d847a1f47f597f69e2deede62
commit47a5f99157b55b0d847a1f47f597f69e2deede62[log] [tgz]
authorQuinn Dawkins <quinn.dawkins@gmail.com>Sun May 12 14:28:33 2024 -0700
committerGitHub <noreply@github.com>Sun May 12 17:28:33 2024 -0400
treec5b44358af5f2d404dde4e7e1b0142312894b9dd
parentd2dd9e23eff96787a66871239c32c627fc3da51b [diff]
[Codegen][GPU] Move MFMA/WMMA constructors to interface method (#17356)

This moves the builder for mfma/wmma ops to a method on the MMAIntrinsic
interface. This removes the dependency on the AMDGPU dialect from the
contraction lowering and instead makes it a detail of the mma attribute.
This makes it easier to add more mma variants without having to update
the distribution pattern each time, and in theory will allow external
users to define their own attribute implementing the interface and
generate code for it.
6 files changed
tree: c5b44358af5f2d404dde4e7e1b0142312894b9dd
  1. .devcontainer/
  2. .github/
  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. .git-blame-ignore-revs
  22. .gitignore
  23. .gitmodules
  24. .yamllint.yml
  25. AUTHORS
  26. BUILD.bazel
  27. CITATION.cff
  28. CMakeLists.txt
  29. configure_bazel.py
  30. CONTRIBUTING.md
  31. LICENSE
  32. MAINTAINERS.md
  33. README.md
  34. RELEASING.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 IREE Discord 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

Community meeting recordings: IREE YouTube channel

  • 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.