Open MLIR Meeting 3-30-2023: Representing Dataflow with MLIR

In this presentation, Pedro Ciambra explores the problem of how existing dataflow tools are difficult to integrate with the state-of-the-art industrial compilers. This talk approaches this problem by creating an IR for static dataflow using MLIR, and demonstrate it by implementing a novel dead code elimination optimization that relies on both actor and graph information. In this presentation, we’ll focus on the challenges related to the use of MLIR and open the way for feedback and discussion regarding the found solutions.

More info on Discourse: https://discourse.llvm.org/t/open-mli...

Slides: https://mlir.llvm.org/OpenMeetings/20...
More Tech talks on #MLIR: https://mlir.llvm.org/talks/