README.md - 3p/openxla/iree - Git at Google

 # IREE: Intermediate Representation Execution Environment

 IREE (**I**ntermediate **R**epresentation **E**xecution **E**nvironment,
 pronounced as "eerie") is an [MLIR](https://mlir.llvm.org/)-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](https://google.github.io/iree/) 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)!

 ## Communication Channels

 *   [GitHub issues](https://github.com/google/iree/issues): Feature requests,
     bugs, and other work tracking
 *   [IREE Discord server](https://discord.gg/26P4xW4): Daily development
     discussions with the core team and collaborators
 *   [iree-discuss email list](https://groups.google.com/forum/#!forum/iree-discuss):
     Announcements, general and low-priority discussion

 #### Related Project Channels

 *   [MLIR topic within LLVM Discourse](https://llvm.discourse.group/c/llvm-project/mlir/31):
     IREE is enabled by and heavily relies on [MLIR](https://mlir.llvm.org). IREE
     sometimes is referred to in certain MLIR discussions. Useful if you are also
     interested in MLIR evolution.

 ## Build Status


 CI System | Build System  | Platform   | Architecture         | Configuration / Component    | Status
 :-------: | :-----------: | :--------: | :------------------: | :--------------------------: | :----:
 Kokoro    | Bazel         | Linux      | x86-64               |                              | [![kokoro status bazel/linux/x86-swiftshader/core](https://storage.googleapis.com/iree-oss-build-badges/bazel/linux/x86-swiftshader/core/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/bazel/linux/x86-swiftshader/core/main_result.html)
 Kokoro    | CMake & Bazel | Linux      | x86-64 (swiftshader) | Integrations                 | [![kokoro status cmake-bazel/linux/x86-swiftshader](https://storage.googleapis.com/iree-oss-build-badges/cmake-bazel/linux/x86-swiftshader/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake-bazel/linux/x86-swiftshader/main_result.html)
 Kokoro    | CMake & Bazel | Linux      | x86-64 (turing)      | Integrations                 | [![kokoro status cmake-bazel/linux/x86-turing](https://storage.googleapis.com/iree-oss-build-badges/cmake-bazel/linux/x86-turing/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake-bazel/linux/x86-turing/main_result.html)
 Kokoro    | CMake         | Linux      | x86-64 (swiftshader) |                              | [![kokoro status cmake/linux/x86-swiftshader](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-swiftshader/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-swiftshader/main_result.html)
 Kokoro    | CMake         | Linux      | x86-64 (swiftshader) | asan                         | [![kokoro status cmake/linux/x86-swiftshader-asan](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-swiftshader-asan/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-swiftshader-asan/main_result.html)
 Kokoro    | CMake         | Linux      | x86-64 (turing)      |                              | [![kokoro status cmake/linux/x86-turing](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-turing/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-turing/main_result.html)
 Kokoro    | CMake         | Android    | arm64-v8a            | Runtime (build only)         | [![kokoro status cmake/android/arm64-v8a](https://storage.googleapis.com/iree-oss-build-badges/cmake/android/arm64-v8a/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/android/arm64-v8a/main_result.html)
 Kokoro    | CMake         | Bare Metal | risc-v-32            | Runtime                      | [![kokoro status cmake/baremetal/riscv32](https://storage.googleapis.com/iree-oss-build-badges/cmake/baremetal/riscv32/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/baremetal/riscv32/main_result.html)
 Kokoro    | CMake         | Linux      | risc-v-64            | Runtime                      | [![kokoro status cmake/linux/riscv64](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/riscv64/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/riscv64/main_result.html)
 Buildkite | CMake         | Android    | arm64-v8a            | Runtime                      | [![buildkite status iree-android-arm64-v8a](https://badge.buildkite.com/a73df0ba9f4aa132650dd6676bc1e6c20d3d99ed6b24db2179.svg?branch=main)](https://buildkite.com/iree/iree-android-arm64-v8a)
 BuildKite | CMake         | Android    | arm64-v8a            | Runtime Benchmarks           | [![buildkite status iree-benchmark](https://badge.buildkite.com/62e504b93171f4a19e5c46f8b9a99eb5dba050666640fbc21b.svg?branch=main)](https://buildkite.com/iree/iree-benchmark)
 BuildKite | CMake         | Linux      | x86-64               | Tracing + Standalone Runtime | [![buildkite status iree-build-configurations](https://badge.buildkite.com/3bc03ad54a6b785b3fdd0dd3d67fd93ed22ef2b538cb34adc3.svg?branch=main)](https://buildkite.com/iree/iree-build-configurations)

 ## Architecture Overview

 ![IREE Architecture](docs/website/docs/assets/images/iree_architecture.svg)

 See [our website](https://google.github.io/iree/) for more information.

 ## Presentations and Talks

 *   2021-06-09: IREE Runtime Design Tech Talk ([recording](https://drive.google.com/file/d/1p0DcysaIg8rC7ErKYEgutQkOJGPFCU3s/view) and [slides](https://drive.google.com/file/d/1ikgOdZxnMz1ExqwrAiuTY9exbe3yMWbB/view?usp=sharing))
 *   2020-08-20: IREE CodeGen: MLIR Open Design Meeting Presentation
     ([recording](https://drive.google.com/file/d/1325zKXnNIXGw3cdWrDWJ1-bp952wvC6W/view?usp=sharing)
     and
     [slides](https://docs.google.com/presentation/d/1NetHjKAOYg49KixY5tELqFp6Zr2v8_ujGzWZ_3xvqC8/edit))
 *   2020-03-18: Interactive HAL IR Walkthrough
     ([recording](https://drive.google.com/file/d/1_sWDgAPDfrGQZdxAapSA90AD1jVfhp-f/view?usp=sharing))
 *   2020-01-31: End-to-end MLIR Workflow in IREE: MLIR Open Design Meeting Presentation
     ([recording](https://drive.google.com/open?id=1os9FaPodPI59uj7JJI3aXnTzkuttuVkR)
     and
     [slides](https://drive.google.com/open?id=1RCQ4ZPQFK9cVgu3IH1e5xbrBcqy7d_cEZ578j84OvYI))

 ## License

 IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions.
 See [LICENSE](LICENSE) for more information.
	# IREE: Intermediate Representation Execution Environment

	IREE (Intermediate Representation Execution Environment,
	pronounced as "eerie") is an [MLIR](https://mlir.llvm.org/)-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](https://google.github.io/iree/) 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)!

	## Communication Channels

	* [GitHub issues](https://github.com/google/iree/issues): Feature requests,
	bugs, and other work tracking
	* [IREE Discord server](https://discord.gg/26P4xW4): Daily development
	discussions with the core team and collaborators
	* [iree-discuss email list](https://groups.google.com/forum/#!forum/iree-discuss):
	Announcements, general and low-priority discussion

	#### Related Project Channels

	* [MLIR topic within LLVM Discourse](https://llvm.discourse.group/c/llvm-project/mlir/31):
	IREE is enabled by and heavily relies on [MLIR](https://mlir.llvm.org). IREE
	sometimes is referred to in certain MLIR discussions. Useful if you are also
	interested in MLIR evolution.

	## Build Status


	CI System \| Build System \| Platform \| Architecture \| Configuration / Component \| Status
	:-------: \| :-----------: \| :--------: \| :------------------: \| :--------------------------: \| :----:
	Kokoro \| Bazel \| Linux \| x86-64 \| \| [![kokoro status bazel/linux/x86-swiftshader/core](https://storage.googleapis.com/iree-oss-build-badges/bazel/linux/x86-swiftshader/core/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/bazel/linux/x86-swiftshader/core/main_result.html)
	Kokoro \| CMake & Bazel \| Linux \| x86-64 (swiftshader) \| Integrations \| [![kokoro status cmake-bazel/linux/x86-swiftshader](https://storage.googleapis.com/iree-oss-build-badges/cmake-bazel/linux/x86-swiftshader/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake-bazel/linux/x86-swiftshader/main_result.html)
	Kokoro \| CMake & Bazel \| Linux \| x86-64 (turing) \| Integrations \| [![kokoro status cmake-bazel/linux/x86-turing](https://storage.googleapis.com/iree-oss-build-badges/cmake-bazel/linux/x86-turing/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake-bazel/linux/x86-turing/main_result.html)
	Kokoro \| CMake \| Linux \| x86-64 (swiftshader) \| \| [![kokoro status cmake/linux/x86-swiftshader](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-swiftshader/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-swiftshader/main_result.html)
	Kokoro \| CMake \| Linux \| x86-64 (swiftshader) \| asan \| [![kokoro status cmake/linux/x86-swiftshader-asan](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-swiftshader-asan/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-swiftshader-asan/main_result.html)
	Kokoro \| CMake \| Linux \| x86-64 (turing) \| \| [![kokoro status cmake/linux/x86-turing](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-turing/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/x86-turing/main_result.html)
	Kokoro \| CMake \| Android \| arm64-v8a \| Runtime (build only) \| [![kokoro status cmake/android/arm64-v8a](https://storage.googleapis.com/iree-oss-build-badges/cmake/android/arm64-v8a/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/android/arm64-v8a/main_result.html)
	Kokoro \| CMake \| Bare Metal \| risc-v-32 \| Runtime \| [![kokoro status cmake/baremetal/riscv32](https://storage.googleapis.com/iree-oss-build-badges/cmake/baremetal/riscv32/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/baremetal/riscv32/main_result.html)
	Kokoro \| CMake \| Linux \| risc-v-64 \| Runtime \| [![kokoro status cmake/linux/riscv64](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/riscv64/main_status.svg)](https://storage.googleapis.com/iree-oss-build-badges/cmake/linux/riscv64/main_result.html)
	Buildkite \| CMake \| Android \| arm64-v8a \| Runtime \| [![buildkite status iree-android-arm64-v8a](https://badge.buildkite.com/a73df0ba9f4aa132650dd6676bc1e6c20d3d99ed6b24db2179.svg?branch=main)](https://buildkite.com/iree/iree-android-arm64-v8a)
	BuildKite \| CMake \| Android \| arm64-v8a \| Runtime Benchmarks \| [![buildkite status iree-benchmark](https://badge.buildkite.com/62e504b93171f4a19e5c46f8b9a99eb5dba050666640fbc21b.svg?branch=main)](https://buildkite.com/iree/iree-benchmark)
	BuildKite \| CMake \| Linux \| x86-64 \| Tracing + Standalone Runtime \| [![buildkite status iree-build-configurations](https://badge.buildkite.com/3bc03ad54a6b785b3fdd0dd3d67fd93ed22ef2b538cb34adc3.svg?branch=main)](https://buildkite.com/iree/iree-build-configurations)

	## Architecture Overview

	![IREE Architecture](docs/website/docs/assets/images/iree_architecture.svg)

	See [our website](https://google.github.io/iree/) for more information.

	## Presentations and Talks

	* 2021-06-09: IREE Runtime Design Tech Talk ([recording](https://drive.google.com/file/d/1p0DcysaIg8rC7ErKYEgutQkOJGPFCU3s/view) and [slides](https://drive.google.com/file/d/1ikgOdZxnMz1ExqwrAiuTY9exbe3yMWbB/view?usp=sharing))
	* 2020-08-20: IREE CodeGen: MLIR Open Design Meeting Presentation
	([recording](https://drive.google.com/file/d/1325zKXnNIXGw3cdWrDWJ1-bp952wvC6W/view?usp=sharing)
	and
	[slides](https://docs.google.com/presentation/d/1NetHjKAOYg49KixY5tELqFp6Zr2v8_ujGzWZ_3xvqC8/edit))
	* 2020-03-18: Interactive HAL IR Walkthrough
	([recording](https://drive.google.com/file/d/1_sWDgAPDfrGQZdxAapSA90AD1jVfhp-f/view?usp=sharing))
	* 2020-01-31: End-to-end MLIR Workflow in IREE: MLIR Open Design Meeting Presentation
	([recording](https://drive.google.com/open?id=1os9FaPodPI59uj7JJI3aXnTzkuttuVkR)
	and
	[slides](https://drive.google.com/open?id=1RCQ4ZPQFK9cVgu3IH1e5xbrBcqy7d_cEZ578j84OvYI))

	## License

	IREE is licensed under the terms of the Apache 2.0 License with LLVM Exceptions.
	See [LICENSE](LICENSE) for more information.