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opensecura / 3p / openxla / iree / dc10693a5a4b06584a1489b3c0962b88a200e8ef
commitdc10693a5a4b06584a1489b3c0962b88a200e8ef[log] [tgz]
authorBangtian Liu <liubangtian@gmail.com>Thu Jun 13 16:00:31 2024 -0400
committerGitHub <noreply@github.com>Thu Jun 13 13:00:31 2024 -0700
tree2b25559e7de63618456d04cbd6794d64c73fe553
parenteecd4b8053fabae8cf5d117d205c638584ff5f76 [diff]
Enable Workgroup Reordering Based on Translation Info Config Entries (#17645)

This pull request introduces the ability to reorder workgroups based on
translation information specified in the configuration entries.

For instance, setting reorder_workgroups = "transpose" will enable the
"transpose" method for workgroup reordering.

Notably, this pull request addresses a scenario that is somewhat the
reverse of issue #17340.

The "transpose" reordering method has been found to be faster than the
natural order for convolution kernels.

---------

Signed-off-by: Bangtian Liu <liubangtian@gmail.com>
7 files changed
tree: 2b25559e7de63618456d04cbd6794d64c73fe553
  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. .gitattributes
  23. .gitignore
  24. .gitmodules
  25. .pre-commit-config.yaml
  26. .yamllint.yml
  27. AUTHORS
  28. BUILD.bazel
  29. CITATION.cff
  30. CMakeLists.txt
  31. configure_bazel.py
  32. CONTRIBUTING.md
  33. LICENSE
  34. MAINTAINERS.md
  35. README.md
  36. RELEASING.md
  37. 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.