Add files to tempDB: what to watch for

I've read that adding multiple data (ndf) files to tempdb, all of the same size, should reduce contention in this much-used DB. How can I tell (e.g. performance counters, DMV) if, in fact, adding the extra files has improved things or not?

TIA,

edm2