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opensecura/3p/openxla/iree/b4eae02c46d5c938f775bf76b6ad3c04b1450b47
commit
b4eae02c46d5c938f775bf76b6ad3c04b1450b47
[log]
author
iree-copybara-bot <iree-copybara-bot@google.com>
Tue Jul 20 00:01:21 2021 +0000
committer
Copybara Fixup Action <iree-github-actions-bot@google.com>
Tue Jul 20 00:01:21 2021 +0000
tree
84bb4e6e72769339987f2c86a874c6eed21f2e10
parent
4d6a4a4aafb41eb9d44a5a851644c2badd955c11 [diff]
parent
eb899f61fa55b65218b07c71be09ad926749f7aa [diff]
Merge main -> google

* 1b00f7c7e Limit the number of operands for FusionOfTensorOps to 32. (#6478)
* 20ea69be9 Drop TESTONLY from sample target. (#6485)
* 77a00779c Adding webgpu-headers submodule. (#6483)
* e8b5f53fa Fixing task system off-by-one that was preventing proper distribution. (#6482)
* e342abb22 Hiding tracing zones for imported VM functions. (#6481)
* c31182585 Make tracing compatible with sanitizers. (#6479)
* c519b6785 Disable VMA logging by default as it is slow and not generally useful. (#6480)
* fc3ebe253 Interchange linalg generic op to move reduction loops to inner loops (#6470)
* 565ba04d7 [CUDA] Fix workgroup memory creation for CUDA (#6455)
* 9d75ceea4 Add an interface to `tensor::InsertSliceOp` to implement the `TiledOpInterface..
* 790ed1ad9 Bumping tracy submodule to 0.7.9+. (#6475)
* 6c4cbb5e3 Adding iree_hal_command_buffer_push/pop_debug_group. (#6474)
* 915df88ee Improving tracing of vulkan command buffers/dispatches. (#6473)
* b3777ac8e ROCM HAL Maintenance (#6472)
* 3135702b1 IREE Static Library Loader Runtime Demo (dylib-llvm-aot backend) (#6225)
* 10460ea35 Add ir_to_markdown.py utility script. (#6467)
* c821a6a54 Merge google -> main (#6468)

PiperOrigin-RevId: 385672451
tree: 84bb4e6e72769339987f2c86a874c6eed21f2e10
  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 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 Benchmarks (Mako)buildkite status iree-android-benchmark
BuildKiteCMakeAndroidarm64-v8aRuntime Benchmarksbuildkite status iree-benchmark
BuildKiteCMakeLinuxx86-64Tracing + Standalone Runtimebuildkite status iree-build-configurations

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.