I've hooked up the motherboard with another PSU (no HDD or optical) and measured about 70W with a killawatt meter (accuracy questionable).
The 150W picoPSU says up to 96% efficient. You shouldn't have any problems with a 102W AC-DC adapter.
70W is @wall. You have to take AC-DC adapter's efficiency into account as well which will be a bit lower.