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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 data center and down to satisfy the constraints and special considerations of mobile and edge deployments.
Features
- IREE supports importing from a variety of ML frameworks
- Documentation available
- Runs on Windows, Linux, and Mac
- Ahead-of-time compilation
- Support for advanced model features
- Low overhead, pipelined execution
- Designed for CPUs, GPUs, and other accelerators
Project Samples
Categories
Machine LearningLicense
Apache License V2.0Follow IREE
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