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opensecura / 3p / openxla / iree / 61db4ca4085a13fbd866c5a19040a7b21f29b495
commit61db4ca4085a13fbd866c5a19040a7b21f29b495[log] [tgz]
authorNicolas Vasilache <nicolasvasilache@users.noreply.github.com>Mon Mar 28 18:12:14 2022 +0200
committerGitHub <noreply@github.com>Mon Mar 28 09:12:14 2022 -0700
tree123a6a0c1c23b990898bbe9ef97530a6c4a0880c
parentc783385ecf451a3c631578c9451465103c4c2977 [diff]
Bump llvm to 5c116d50e42f93ef4fa9a9719121378ec6b99b69 (#8652)

* Bump LLVM to [5c116d50e42f93ef4fa9a9719121378ec6b99b69](https://github.com/llvm/llvm-project/commit/5c116d50e42f93ef4fa9a9719121378ec6b99b69)
* 217988819 iree-dialects fixes (createOperation -> create and OpAsmParser::OperandType -> OpAsmParser::UnresolvedOperand)
* 5d06650d6 Assert on PDL native function call type mismatches.
* 8b2abae7b Add missing include in iree-dialects
* e6491bf94 Rename OpAsmParser::OperandType to OpAsmParser::UnresolvedOperand globally in IREE 
* c50542572 Rename createOperation -> create globally
* 11614987b Bump MHLO to [e918d22b258375050a140b320eeb1d1167079e43](https://github.com/tensorflow/mlir-hlo/commit/e918d22b258375050a140b320eeb1d1167079e43)
* 0762fbfe7 clang-format
* cdf96f56c Update PDL usage in linalg_transforms tests
* 1807fd24f Fix IREE tests for LLVM bump

LLVM revision: [5c116d50e42f93ef4fa9a9719121378ec6b99b69](https://github.com/llvm/llvm-project/commit/5c116d50e42f93ef4fa9a9719121378ec6b99b69)
MHLO revision: [e918d22b258375050a140b320eeb1d1167079e43](https://github.com/tensorflow/mlir-hlo/commit/e918d22b258375050a140b320eeb1d1167079e43)
PiperOrigin-RevId: 437369768
49 files changed
tree: 123a6a0c1c23b990898bbe9ef97530a6c4a0880c
  1. .github/
  2. benchmarks/
  3. bindings/
  4. build_tools/
  5. colab/
  6. docs/
  7. experimental/
  8. integrations/
  9. iree/
  10. llvm-external-projects/
  11. scripts/
  12. third_party/
  13. .bazelignore
  14. .bazelrc
  15. .bazelversion
  16. .clang-format
  17. .gitignore
  18. .gitmodules
  19. .pylintrc
  20. .style.yapf
  21. .yamllint.yml
  22. AUTHORS
  23. BUILD.bazel
  24. CMakeLists.txt
  25. configure_bazel.py
  26. CONTRIBUTING.md
  27. LICENSE
  28. README.md
  29. 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.

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.

Build Status

CI SystemBuild SystemPlatformArchitectureConfiguration / ComponentStatus
KokoroBazelLinuxx86-64kokoro status bazel/linux/x86-swiftshader/core
KokoroCMake & BazelLinuxx86-64 (swiftshader)Integrationskokoro status cmake-bazel/linux/x86-swiftshader
KokoroCMake & BazelLinuxx86-64 (turing)Integrationskokoro status cmake-bazel/linux/x86-turing
KokoroCMakeLinuxx86-64 (swiftshader)kokoro status cmake/linux/x86-swiftshader
KokoroCMakeLinuxx86-64 (swiftshader)asankokoro status cmake/linux/x86-swiftshader-asan
KokoroCMakeLinuxx86-64 (turing)kokoro status cmake/linux/x86-turing
KokoroCMakeAndroidarm64-v8aRuntime (build only)kokoro status cmake/android/arm64-v8a
KokoroCMakeBare Metalrisc-v-32Runtimekokoro status cmake/baremetal/riscv32
KokoroCMakeLinuxrisc-v-64Runtimekokoro status cmake/linux/riscv64
BuildkiteCMakeAndroidarm64-v8aRuntimebuildkite status iree-android-arm64-v8a
BuildKiteCMakeAndroidarm64-v8aRuntime Benchmarksbuildkite status iree-benchmark
BuildKiteCMakeLinuxx86-64Tracing + Standalone Runtimebuildkite status iree-build-configurations

Architecture Overview

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.