Background: Grappling with an Extensible IR Shape Inference: Preparing for Code Generation Inlining Intraprocedural Shape Inference Background: Grappling with an Extensible IR Through dialects, MLIR allows for the representation of many different levels of abstraction; the Toy dialect that we have previously defined is one such example. Though these different dialects may represent different abstractions, there is often a set of common transformations and analyses that we would like to perform.
