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opensecura / 3p / openxla / iree / e41e71c522e5bfdeb0220a2c24d34c4a70dee44f
commite41e71c522e5bfdeb0220a2c24d34c4a70dee44f[log] [tgz]
authorHan-Chung Wang <hanhan0912@gmail.com>Mon Jun 24 15:01:14 2024 -0700
committerGitHub <noreply@github.com>Mon Jun 24 15:01:14 2024 -0700
tree54e936096f9f9c77d55918da299c12e02d3feae3
parentfe571e4d5efde141ec437cb4699307df67a38b9c [diff]
[CPU] Limit the use of [8, 32, 16] gemm vector sizes to CPUs w/ avx512f feature (#17727)

The tile sizes were tuned for targets that have avx512f features. The
revision update the default vector sizes to [1, 1, vector_size] for
targets w/o avx512f feature, which avoids large vector sizes.

Fixes https://github.com/iree-org/iree/issues/17683

---------

Signed-off-by: hanhanW <hanhan0912@gmail.com>
4 files changed
tree: 54e936096f9f9c77d55918da299c12e02d3feae3
  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.