MLIR

MLIR (Multi-Level Intermediate Representation) is a flexible framework used in computer programming to optimize and manage code across different hardware and software platforms. It acts as a common language that allows developers and tools to analyze, transform, and generate efficient code for various devices like CPUs, GPUs, and specialized accelerators. By providing a standardized way to represent code at different levels of abstraction, MLIR helps improve performance, portability, and ease of development in complex software systems, especially in areas like machine learning and high-performance computing.