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opensecura / 3p / openxla / iree / 6bad5662fbf4a017fa2a508775acabf55a4c5f5d
commit6bad5662fbf4a017fa2a508775acabf55a4c5f5d[log] [tgz]
authormariecwhite <mariewhite@google.com>Tue Jan 31 19:26:50 2023 -0800
committerGitHub <noreply@github.com>Wed Feb 01 03:26:50 2023 +0000
treea07399b1f97173d1111e4a770670dbcea2f6158d
parent8bedd4b249caa06ed346557214c016fe9b685dbf [diff]
Add ability to run SHARK at presubmit (#11946)

This change adds the ability to run SHARK benchmarks at presubmit. IREE
is compiled to incorporate the changes in the presubmit and generates a
summary:
https://storage.googleapis.com/shark-benchmark-artifacts/2023-01-31.sha_8111.timestamp_1675131232.presubmit/summary.html.
Note version info for IREE is now a git commit SHA instead of a nightly
release.

This is not intended to run frequently but gives developers the option
to double-check whether their changes will impact SHARK. The presubmit
workflow trigger will be removed before submission .
5 files changed
tree: a07399b1f97173d1111e4a770670dbcea2f6158d
  1. .github/
  2. benchmarks/
  3. build_tools/
  4. compiler/
  5. docs/
  6. experimental/
  7. integrations/
  8. llvm-external-projects/
  9. runtime/
  10. samples/
  11. tests/
  12. third_party/
  13. tools/
  14. .bazelignore
  15. .bazelrc
  16. .bazelversion
  17. .clang-format
  18. .dockerignore
  19. .gitignore
  20. .gitmodules
  21. .pylintrc
  22. .style.yapf
  23. .yamllint.yml
  24. AUTHORS
  25. BUILD.bazel
  26. CITATION.cff
  27. CMakeLists.txt
  28. configure_bazel.py
  29. CONTRIBUTING.md
  30. LICENSE
  31. README.md
  32. 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

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

  • 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.