[mlir][arith] Add initial integer bitwidth narrowing pass

[mlir][arith] Add initial integer bitwidth narrowing pass

This pass reduces the logical complexity of arith ops by choosing
narrowest supported operand bitwidth. On some targets like mobile GPUs,
narrower bitwidths also bring better runtime performance.

The first batch of rewrites handles a simple case of `arith.sitofp`
and `arith.uitofp` with zero/sign-extended inputs. In future revisions,
I plan to extend it with the following:
-  Propagating sign/zero-extensions through bit-pattern-preserving ops,
   e.g., vector transpose, broadcast, insertions/extractions.
-  Handling `linalg.index` using the `ValueBounds` interface.
-  Handling more arith ops.

Reviewed By: springerm, antiagainst

Differential Revision: https://reviews.llvm.org/D149118