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opensecura / 3p / openxla / iree / 915977bf50b388312d6ae4a70f8ee097d48d9b5b
commit915977bf50b388312d6ae4a70f8ee097d48d9b5b[log] [tgz]
authorLei Zhang <antiagainst@google.com>Fri Sep 02 18:08:02 2022 -0400
committerGitHub <noreply@github.com>Fri Sep 02 22:08:02 2022 +0000
tree09e69471c41b26f4ab37bf85bb4069bf4da524e3
parentea7fdabeed0de08a7a1e3141fde7dd52d27f5595 [diff]
[vulkan] Update various targets to match current status (#10283)

* Used Android API level (e.g., 30) instead of the Android version
  (e.g., 11). This makes it consistent with how we specify Android
  targets on CPU side (e.g., aarch64-none-linux-android30).
  (Android API level to version mapping: https://apilevels.com/)
* Updated capabilties and extensions for mobile GPUs on Android 12.
* Changed benchmarking to track Android 12 (which is what the
  devices have for a long time).
13 files changed
tree: 09e69471c41b26f4ab37bf85bb4069bf4da524e3
  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.