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opensecura / 3p / openxla / iree / e6addfaca5ec7daa14737f6c73dfc6529179b3ad
commite6addfaca5ec7daa14737f6c73dfc6529179b3ad[log] [tgz]
authorManish Gupta <manigupta@google.com>Tue Mar 21 20:27:29 2023 -0700
committerGitHub <noreply@github.com>Tue Mar 21 20:27:29 2023 -0700
treecc2339123f62a94ce384b70a6d3bd9105cd07ce6
parentcb289226d98ff83684f05df89980dcadd2085571 [diff]
Integrate llvm-project and bump dependencies. (#12653)

LLVM_COMMIT="0aee67ad4e6e750351ecf608d7d056fc49cb9348"
MHLO_COMMIT="53d10d99c36549f0a41d131829df91352d938d60"
TF_COMMIT="49ffedb82a7e6597b5e5dae9ec6f948fab858842"

Highlights:
* Fixes for the opaque ptr change
* Remove XFAIL for llvmcpu_posenet_i8
* disable several e2e tests that RISCV fails (Issue #12703)
* Revert d3fa067e and 7707ed97 in llvm-project (padding related)
36 files changed
tree: cc2339123f62a94ce384b70a6d3bd9105cd07ce6
  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.