MLIR provides a number of generic compiler optimizations out of the box that we aren't currently taking advantage of. Here's an incomplete list of optimizations that seem useful and relatively straightforward to incorporate:

• Loop invariant code motion
• Loop unswitching
• Control flow sinking
• Sparse conditional constant propagation