How many powers of 2 have just a single even digit? 2, 4, 8, 16, 32, 512...
I'd conjecture the number of powers of 2 with exactly m even digits is finite for all m.
The powers of 2 with a single even digit are just those double those numbers (i.e., the next higher power of 2).