Demonstrating a Future for MLIR-native DSL Compilers on a NumPy-like Example

Karl F. A. Friebel, Jascha A. Ohlmann, Jeronimo Castrillon

Compilers for general-purpose languages have been shown to be at a disadvantage when it comes to specialized application domains as opposed to their Domain-Specific Language (DSL)…