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IREE Organization

IREE (Intermediate Representation Execution Environment) 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.

This organization consists of the IREE core plus other connectivity components to ML frameworks, benchmarking scripts, plugins and other community components.

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  1. iree Public

    A retargetable MLIR-based machine learning compiler and runtime toolkit.

    C++ 3.1k 673

  2. iree-turbine Public

    IREE's PyTorch Frontend, based on Torch Dynamo.

    Python 74 43

  3. iree-test-suites Public

    Test suites for IREE and related projects

    MLIR 5 12

Repositories

Showing 10 of 23 repositories
  • iree Public

    A retargetable MLIR-based machine learning compiler and runtime toolkit.

    C++ 3,056 Apache-2.0 673 1,139 (22 issues need help) 174 Updated Mar 21, 2025
  • iree-llvm-sandbox Public

    A sandbox for quick iteration and experimentation on projects related to IREE, MLIR, and LLVM

    Python 56 Apache-2.0 31 25 (5 issues need help) 15 Updated Mar 21, 2025
  • iree-template-compiler-cmake Public template

    Template repository for using the IREE's C compiler API via CMake

    C 3 Apache-2.0 2 0 0 Updated Mar 21, 2025
  • iree-template-runtime-cmake Public template

    Template repository for using the IREE's C runtime API via CMake

    C 1 Apache-2.0 2 1 1 Updated Mar 21, 2025
  • llvm-project Public Forked from llvm/llvm-project

    Fork of the llvm-project for carrying patches to IREE and related projects.

    0 13,222 0 0 Updated Mar 21, 2025
  • torch-mlir Public Forked from llvm/torch-mlir

    Fork of the torch-mlir project for carrying pre-integrate patches and branches.

    C++ 0 533 0 0 Updated Mar 21, 2025
  • iree-turbine Public

    IREE's PyTorch Frontend, based on Torch Dynamo.

    Python 74 Apache-2.0 43 49 (1 issue needs help) 44 Updated Mar 21, 2025
  • iree-test-suites Public

    Test suites for IREE and related projects

    MLIR 5 Apache-2.0 12 17 (3 issues need help) 2 Updated Mar 20, 2025
  • base-docker-images Public

    Utility repository for publishing docker images that we depend on.

    Shell 1 Apache-2.0 2 2 1 Updated Mar 10, 2025
  • iree-bare-metal-arm Public

    Example for running IREE in a bare-metal Arm environment.

    C 33 14 0 1 Updated Feb 28, 2025