MLIR includes a "linalg" dialect that contains common operations. You can see those here: https://mlir.llvm.org/docs/Dialects/Linalg/

This post is rather unrelated. The linalg dialect can be lowered to LLVM IR, SPIR-V, or you could write your own pass to lower it to e.g. your custom chip.