Implement linalg.generic

https://mlir.llvm.org/docs/Dialects/Linalg/#linalggeneric-linalggenericop

Not exactly sure how the syntax should work, but this should be supported at some point. I think BiSheng/2460 (RMSNorm in balanced mode issue)  has an example of what syntax was proposed a year ago, consider looking at that.
