Abdullah Hsrat, spokesman for the provincial governor, says an unknown number of gunmen attacked the bank in Gardez, the provincial capital, today.
Hsrat says two of the attackers have been shot and killed by security forces.
No group immediately claimed responsibility for the attack, but Taliban insurgents have increased their attacks against Afghan security forces across the country.