Inference Optimization

MLIR

MLIR is a compiler framework designed for building reusable and extensible compiler infrastructure.

About

MLIR serves as a multi-level intermediate representation framework aimed at addressing software fragmentation and improving compilation for heterogeneous hardware. It supports various requirements, including the representation of dataflow graphs and high-performance computing optimizations. The framework facilitates the development of domain-specific compilers and aids in connecting existing compilers, making it suitable for developers and researchers in compiler design and optimization.

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