[mlir][sparse] Adding "final" keyword wherever appropriate

This enables the compiler to perform devirtualization.  And benchmarks
indicate devirtualization can sometimes give considerable speedup.

Depends On D122061

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D125428