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opensecura / 3p / openxla / iree / 3592c594ae611115987b943019ebbbaf61efce9b
commit3592c594ae611115987b943019ebbbaf61efce9b[log] [tgz]
authorQuinn Dawkins <quinn@nod-labs.com>Fri Aug 04 12:40:51 2023 -0400
committerGitHub <noreply@github.com>Fri Aug 04 12:40:51 2023 -0400
tree0cba44f3d03f6f2cd161d506d33eb6f6c21917cf
parent179195868f3b3a197733a5014cc7e80b7bb88c7e [diff]
[SPIRV] Add transform dialect JIT mode (#14485)

Adds the ability to use the transform dialect strategy builders behind
`iree-spirv-enable-transform-dialect-jit`, mirroring the existing flags
for LLVMCPU/GPU.

For now all strategies are disabled and treated as unsupported for now.
The plan is to enable them one at a time as support is tested/verified
and the need arises. This PR is primarily for exposing the option.

Cleaning up the transform dialect flag names (i.e. away from LLVMGPU) is
left as TODO.
16 files changed
tree: 0cba44f3d03f6f2cd161d506d33eb6f6c21917cf
  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. .gitignore
  23. .gitmodules
  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.