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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. ireeireePublic

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

    C++ 3.5k 802

  2. iree-turbineiree-turbinePublic

    IREE's PyTorch Frontend, based on Torch Dynamo.

    Python 102 73

  3. iree-test-suitesiree-test-suitesPublic

    Test suites for IREE and related projects

    MLIR 8 22

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