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opensecura / 3p / openxla / iree / 0a561cdbcae0c47f05873cc88b8fb5fd43fe3187
commit0a561cdbcae0c47f05873cc88b8fb5fd43fe3187[log] [tgz]
authorScott Todd <scotttodd@google.com>Mon Mar 14 09:55:30 2022 -0700
committerGitHub <noreply@github.com>Mon Mar 14 09:55:30 2022 -0700
treee308afb166d69c25c7ed8fdf891f03d80165e99b
parent45bce4068608f047a4a1c8878828ff7d4f7331a5 [diff]
Add a suite of tests for WebAssembly compilation. (#8516)

This adds a new test suite to `iree/test/e2e/xla_ops` that uses IREE's WebAssembly target via `-iree-hal-target-backends=dylib-llvm-aot -iree-llvm-target-triple=wasm32-unknown-emscripten` (I'd use `llvm` as the target name, but our infra is hardcoded to the dylib name).

Since we don't have a native WebAssembly HAL driver yet and the browser WebAssembly use is still experimental (and in no way integrated into our common build/test infra), these new "tests" are _just_ `iree_bytecode_module` targets that run at build time. The new tests don't actually use the check framework for "e2e" execution testing. Reusing the existing infra in this hacky way seems easiest to maintain and gives us a nice transition to enabling execution testing once a native Wasm HAL driver is added.

I'd like to add similar coverage for other in-development compiler configurations (WebGPU) and expand to include more test suites (`test/e2e/tosa_ops/`, [google/iree-samples /tflitehub](https://github.com/google/iree-samples/tree/main/tflitehub), etc.).

(there was some discussion about how to add this test coverage [on Discord here](https://discord.com/channels/689900678990135345/782059441641881630/951179647691919360))
7 files changed
tree: e308afb166d69c25c7ed8fdf891f03d80165e99b
  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.