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opensecura / 3p / openxla / iree / 72d98bcafaf91b6bd541480868a4001eabf2c6f4
commit72d98bcafaf91b6bd541480868a4001eabf2c6f4[log] [tgz]
authorBenoit Jacob <jacob.benoit.1@gmail.com>Tue Dec 17 15:31:52 2024 -0500
committerGitHub <noreply@github.com>Tue Dec 17 15:31:52 2024 -0500
tree46d1bd1ab8c1044eabf24204dffe53601d1662e9
parenta31da1f7ab2c81d3fd6eb74f3950d73b56607852 [diff]
GPU ukernel lowering config for data-tiled multi_mma, and a simple ukernel. (#19504)

This PR adds the KernelConfig logic to generate a lowering_config
selecting a ukernel for multi_mma. In order to be able to test it, this
PR also adds a very simple `multi_mma` ukernel, but it isn't actually
exercised yet, other than successfully compiling to bitcode. The
compiler logic only cares about the existence of the resulting bitcode
file. The actual lowering to ukernel op will come in the next PR.

---------

Signed-off-by: Benoit Jacob <jacob.benoit.1@gmail.com>
12 files changed
tree: 46d1bd1ab8c1044eabf24204dffe53601d1662e9
  1. .github/
  2. build_tools/
  3. compiler/
  4. docs/
  5. experimental/
  6. integrations/
  7. lib/
  8. llvm-external-projects/
  9. runtime/
  10. samples/
  11. tests/
  12. third_party/
  13. tools/
  14. .bazel_to_cmake.cfg.py
  15. .bazelignore
  16. .bazelrc
  17. .bazelversion
  18. .clang-format
  19. .git-blame-ignore-revs
  20. .gitattributes
  21. .gitignore
  22. .gitmodules
  23. .pre-commit-config.yaml
  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.

IREE Discord Status pre-commit OpenSSF Best Practices

Project news

Project status

Release status

Releases notes are published on GitHub releases.

PackageRelease status
GitHub release (stable)GitHub Release
GitHub release (nightly)GitHub Release
Python iree-base-compilerPyPI version
Python iree-base-runtimePyPI version

Build status

CI PkgCI

Host platformBuild status
LinuxCI - Linux x64 clang
CI - Linux arm64 clang
macOSCI - macOS x64 clang
WindowsCI - Windows x64 MSVC

For the full list of workflows see https://iree.dev/developers/general/github-actions/.

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

DateTitleRecordingSlides
2021-06-09IREE Runtime Design Tech Talkrecordingslides
2020-08-20IREE CodeGen (MLIR Open Design Meeting)recordingslides
2020-03-18Interactive HAL IR Walkthroughrecording
2020-01-31End-to-end MLIR Workflow in IREE (MLIR Open Design Meeting)recordingslides

License

IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions. See LICENSE for more information.