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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 iree Public

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

    C++ 2.9k 635

  2. iree-turbine iree-turbine Public

    IREE's PyTorch Frontend, based on Torch Dynamo.

    Python 59 30

  3. iree-test-suites iree-test-suites Public

    Test suites for IREE and related projects

    MLIR 3 9

Repositories

Showing 10 of 23 repositories
  • iree Public

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

    iree-org/iree’s past year of commit activity
    C++ 2,917 Apache-2.0 635 1,064 (21 issues need help) 153 Updated Dec 30, 2024
  • llvm-project Public Forked from llvm/llvm-project

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

    iree-org/llvm-project’s past year of commit activity
    0 12,536 0 0 Updated Dec 28, 2024
  • torch-mlir Public Forked from llvm/torch-mlir

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

    iree-org/torch-mlir’s past year of commit activity
    C++ 0 522 0 0 Updated Dec 23, 2024
  • iree-turbine Public

    IREE's PyTorch Frontend, based on Torch Dynamo.

    iree-org/iree-turbine’s past year of commit activity
    Python 59 Apache-2.0 30 30 (1 issue needs help) 26 Updated Dec 20, 2024
  • iree-test-suites Public

    Test suites for IREE and related projects

    iree-org/iree-test-suites’s past year of commit activity
    MLIR 3 Apache-2.0 9 15 (2 issues need help) 2 Updated Dec 20, 2024
  • iree-bare-metal-arm Public

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

    iree-org/iree-bare-metal-arm’s past year of commit activity
    C 24 14 0 0 Updated Dec 6, 2024
  • stablehlo Public Forked from openxla/stablehlo

    Fork of stablehlo for managing project patch branches.

    iree-org/stablehlo’s past year of commit activity
    0 119 0 0 Updated Oct 30, 2024
  • hsa-runtime-headers Public

    Headers for dynamically loading HSA extracted from the ROCR-Runtime repository.

    iree-org/hsa-runtime-headers’s past year of commit activity
    C 0 0 0 0 Updated Oct 27, 2024
  • base-docker-images Public

    Utility repository for publishing docker images that we depend on.

    iree-org/base-docker-images’s past year of commit activity
    Shell 1 Apache-2.0 2 1 0 Updated Oct 2, 2024
  • iree-llvm-sandbox Public

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

    iree-org/iree-llvm-sandbox’s past year of commit activity
    Python 56 Apache-2.0 31 25 (5 issues need help) 17 Updated Sep 12, 2024