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opensecura / 3p / openxla / iree / e91401e153e7e889fc35117d15513d1c3889d23e
commite91401e153e7e889fc35117d15513d1c3889d23e[log] [tgz]
authorBen Vanik <ben.vanik@gmail.com>Mon Mar 06 18:05:09 2023 -0800
committerBen Vanik <ben.vanik@gmail.com>Tue Mar 07 09:37:59 2023 -0800
tree548a9414c9c6dd2cb8d2dcb65a4e1b6ffdabe194
parent454f7a8b0f9a9e3161669e2223ad067ee360e844 [diff]
Adding `!input`/`!output`/`!blackboard` support to iree-run-trace.
This allows for trace-wide input and output tensors that are handled
just like iree-run-module. Traces can reference inputs/outputs in place
of any call argument and can set/push outputs in place of any result.
A blackboard is provided for storing temporary values used within the
trace.

Fixes #12525.
Fixes #12526.
10 files changed
tree: 548a9414c9c6dd2cb8d2dcb65a4e1b6ffdabe194
  1. .github/
  2. benchmarks/
  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. .bazelignore
  16. .bazelrc
  17. .bazelversion
  18. .clang-format
  19. .dockerignore
  20. .gitignore
  21. .gitmodules
  22. .pylintrc
  23. .style.yapf
  24. .yamllint.yml
  25. AUTHORS
  26. BUILD.bazel
  27. CITATION.cff
  28. CMakeLists.txt
  29. configure_bazel.py
  30. CONTRIBUTING.md
  31. LICENSE
  32. README.md
  33. 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.