Deputy superintendent of police Sunil Kumar said six miscreants barged into the bank and looted the money at gunpoint from the cash counter before escaping on two bikes.
Bank officials are tallying cash available with the bank before the loot to find the exact amount looted by the miscreants.
A police complaint has been lodged and raids are being carried out to nab the culprits, he added.