Iree
Visit ToolIREE is a Coding & Development tool that provides an MLIR-based machine learning compiler and runtime toolkit. It lowers ML models to a unified IR, scaling from datacenters to mobile and edge deployments.
At a glance
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IREE is a Coding & Development tool that provides an MLIR-based machine learning compiler and runtime toolkit. It lowers ML models to a unified IR, scaling from datacenters to mobile and edge deployments.
Trending
About
IREE (Intermediate Representation Execution Environment) is an open-source, MLIR-based end-to-end compiler and runtime toolkit designed for machine learning. It efficiently lowers ML models to a unified intermediate representation, making them adaptable across various hardware, from large-scale datacenter needs to the constraints of mobile and edge devices. The project emphasizes retargetability and provides a comprehensive ecosystem for ML compilation and execution. Key features include its MLIR foundation, support for diverse hardware targets, and a focus on performance and scalability for real-world ML applications. It is actively developed with community discussions and regular releases.
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Pricing & Plans
Open Source
Free
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