perf: O(1) optag superset checks

[aborgna-q]

Pre-computes a superset matrix, so the checks can be done in a single operation.

Adds a benchmark to see the change.
Before the changes:

optag/tag_superset/(Const, Any)
                        time:   [1.2409 ns 1.2595 ns 1.2802 ns]

After the changes:

optag/tag_superset/(Const, Any)
                        time:   [129.44 ps 130.92 ps 132.46 ps]
                        change: [-89.435% -89.267% -89.098%] (p = 0.00 < 0.05)

[acl-cqc]

Love it, but there is NO WAY we should micro-optimize this until we know that the optag-superset check (in replace_op or elsewhere) is actually a bottleneck in any real-world usecase.

Sorry!

[aborgna-q]

:(