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opensecura/3p/openxla/iree/e1694aac727985856e6d64d52afcb0c826ae8bce
commit
e1694aac727985856e6d64d52afcb0c826ae8bce
[log]
author
Muzammiluddin Syed <muzasyed@amd.com>
Mon Dec 08 10:09:49 2025 -0500
committer
GitHub <noreply@github.com>
Mon Dec 08 10:09:49 2025 -0500
tree
75778140884a10464ac93f22a8bbef4fbe53712d
parent
21b6cbb72240bbb2c63b8a80d687cf5b3a58f6b8 [diff]
[tests][e2e] Add more llama related shapes (#22831)

This patch adds other llama related shapes that were left out of [a
previous PR](https://github.com/iree-org/iree/pull/22775).

| N | K | 
|-------|-------|
| 1024 | 16384 |
| 16384 | 16384 |
| 53248 | 16384 |
| 53248 | 53248 |

Also, when running these tests locally, it was found that due to the
extremely large size of the generated shapes, allocating space for
accumulator arguments of type f32 was infeasible. So, a new argument is
introduced `--accumulate` which allows you to generate tests which
omit or add a constant set to zero to use in the IR as an accumulator
instead of a function argument.

---------

Signed-off-by: Muzammiluddin Syed <muzasyed@amd.com>
3 files changed
tree: 75778140884a10464ac93f22a8bbef4fbe53712d
  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. MODULE.bazel
  34. README.md
  35. RELEASING.md
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.

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Releases notes are published on GitHub releases.

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

For more details on the release process, see https://iree.dev/developers/general/release-management/.

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LinuxCI - Linux arm64 clang
macOSCI - macOS x64 clang
macOSCI - macOS arm64 clang

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
2025-06-10Data-Tiling in IREE: Achieving High Performance Through Compiler Design (AsiaLLVM)recordingslides
2025-05-17Introduction to GPU architecture and IREE's GPU CodeGen Pipelinerecordingslides
2025-02-12The Long Tail of AI: SPIR-V in IREE and MLIR (Vulkanised)recordingslides
2024-10-01Unveiling the Inner Workings of IREE: An MLIR-Based Compiler for Diverse Hardwarerecording
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.