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opensecura / 3p / openxla / iree / 9181525e43e117dec6bfb3464bd2ea7a5fb64e84
commit9181525e43e117dec6bfb3464bd2ea7a5fb64e84[log] [tgz]
authorDiego Caballero <diegocaballero@google.com>Mon Oct 09 10:56:53 2023 -0700
committerGitHub <noreply@github.com>Mon Oct 09 10:56:53 2023 -0700
tree7ca06406236b49d6654ca126e87b16dda39fdfda
parent94e7e233fe74317d4190e8869a26a0f585c6eb80 [diff]
[CPU] Enable fast min/max ops in CPU codegen (#15130)

This patch introduces a flag to generate `arith.minf/maxf` instead of `arith.minimumf/maximumf` ops in the CPU pipeline. We should enable the flag by default in the future as no ML compiler/library is actually caring about NaNs and +/-0.0 values by default.
1 file changed
tree: 7ca06406236b49d6654ca126e87b16dda39fdfda
  1. .devcontainer/
  2. .github/
  3. build_tools/
  4. compiler/
  5. docs/
  6. experimental/
  7. integrations/
  8. lib/
  9. llvm-external-projects/
  10. runtime/
  11. samples/
  12. tests/
  13. third_party/
  14. tools/
  15. .bazel_to_cmake.cfg.py
  16. .bazelignore
  17. .bazelrc
  18. .bazelversion
  19. .clang-format
  20. .dockerignore
  21. .git-blame-ignore-revs
  22. .gitignore
  23. .gitmodules
  24. .yamllint.yml
  25. AUTHORS
  26. BUILD.bazel
  27. CITATION.cff
  28. CMakeLists.txt
  29. configure_bazel.py
  30. CONTRIBUTING.md
  31. LICENSE
  32. README.md
  33. 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.

CI Status

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.

Architecture Overview

IREE Architecture IREE Architecture

See our website for more information.

Presentations and Talks

License

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