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opensecura / 3p / openxla / iree / ec8dc02c60349abf5ac3617109d53ae18026b036
commitec8dc02c60349abf5ac3617109d53ae18026b036[log] [tgz]
authorBen Vanik <ben.vanik@gmail.com>Mon Oct 24 13:40:40 2022 -0700
committerBen Vanik <ben.vanik@gmail.com>Mon Oct 24 15:09:06 2022 -0700
tree6fd1b885ead687873f4777c2ee2e7e872296e40c
parent7b823f11cd4ddf029585a0c15d2af410721a8abd [diff]
Adding iree_hal_device_profiling_begin/end API.
This extends the device interface to expose the common stateful/global
capture behavior used by GPU tooling. Most of these tools have some
pretty tricky requirements (some must be initialized before devices
and some after, and some only ever allow one device creation per
process, etc) and the intent is that these APIs are only enabled and
used in very specific debugging scenarios instead of a user-facing flow.
7 files changed
tree: 6fd1b885ead687873f4777c2ee2e7e872296e40c
  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. .gitignore
  19. .gitmodules
  20. .pylintrc
  21. .style.yapf
  22. .yamllint.yml
  23. AUTHORS
  24. BUILD.bazel
  25. CITATION.cff
  26. CMakeLists.txt
  27. configure_bazel.py
  28. CONTRIBUTING.md
  29. LICENSE
  30. README.md
  31. 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.