A tour of MLIR: The Dialect Stack Everyone Depends On
Summary
This post explains MLIR as an IR construction kit with dialects enabling mixing high-level and low-level ops in a single module. It covers dialect concepts, regions, bufferization, and dialect conversion, and discusses debugging, verification, and pipeline fragility in MLIR, plus why a single stack supports multiple backends.