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opensecura / 3p / openxla / iree / 1375d5518f139813ef320a4f8c8400a0e1f04265
commit1375d5518f139813ef320a4f8c8400a0e1f04265[log] [tgz]
authorKojo Acquah <KoolJBlack@users.noreply.github.com>Mon Jun 14 15:39:26 2021 -0700
committerGitHub <noreply@github.com>Mon Jun 14 15:39:26 2021 -0700
treee59b1fb5d005fe5a2692b35632426c257da8634a
parent0d89d53c85295a361ca3f90762deb6f328ef0571 [diff]
Update gradle to build TFLilte Java bindings AAR library (#6197)

Process for building the AAR:

1. Start AndroidStudio. Select "Open File or Project" then choose `iree/bindings/tflite/java/gragle.build`.
2. AndroidStudio should sync the project and setup gradlew uner `iree/bindings/tflite/java`.
3. Make the project using android studio or run the build directly in terminal:
```shell
./gradlew build
```

This produces two libraries under `iree/bindings/tflite/java/build/outputs/aar`: 
* `iree-tflite-bindings-debug.aar` 
*  `iree-tflite-bindings-release.aar` 

AAR contents:
![Screen Shot 2021-06-14 at 2 42 38 PM](https://user-images.githubusercontent.com/1041731/121963388-e7680900-cd1e-11eb-89d3-4dee40a42eba.png)

Include either library in another gradle project for iree tflite binding support. 

Addresses #6198
6 files changed
tree: e59b1fb5d005fe5a2692b35632426c257da8634a
  1. .github/
  2. bindings/
  3. build_tools/
  4. colab/
  5. docs/
  6. experimental/
  7. integrations/
  8. iree/
  9. scripts/
  10. third_party/
  11. .bazelignore
  12. .bazelrc
  13. .bazelversion
  14. .clang-format
  15. .gitignore
  16. .gitmodules
  17. .style.yapf
  18. .yamllint.yml
  19. AUTHORS
  20. BUILD.bazel
  21. CMakeLists.txt
  22. configure_bazel.py
  23. CONTRIBUTING.md
  24. LICENSE
  25. README.md
  26. SUBMODULE_VERSIONS.txt
  27. 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 SystemPlatformArchitectureComponentStatus
KokoroBazelLinuxx86Corekokoro_status_bazel_linux_x86_core
KokoroCMake & BazelLinuxx86-swiftshaderIntegrationskokoro_status_cmake-bazel_linux_x86-swiftshader_integrations
KokoroCMake & BazelLinuxx86-turingIntegrationskokoro_status_cmake-bazel_linux_x86-turing_integrations
KokoroCMakeLinuxx86-swiftshaderCore + Bindingskokoro_status_cmake_linux_x86-swiftshader
KokoroCMakeLinuxx86-swiftshader-asanCore + Bindingskokoro_status_cmake_linux_x86-swiftshader-asan
KokoroCMakeLinuxx86-turingCore + Bindingskokoro_status_cmake_linux_x86-turing
KokoroCMakeAndroidarm64-v8aRuntime (build only)kokoro_status_cmake_android_arm64-v8a
BuildKiteCMakeAndroidarm64-v8aRuntimebuildkite-status-cmake-android-arm

Presentations and Talks

  • 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.