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Police said a man entered the branch about 4:50 p.m. and attempted to rob the bank. He displayed a gun and demanded money, police said.
After the robbery, he fled on foot.
Police described the suspect as a white man about 6 feet 2 inches tall. He was wearing a camo mask, black gloves, and a blue winter coat with a hood.
Police are still investigating employees and gathering clues.
Anyone with information is asked to call Raleigh CrimeStoppers at (919) 834-HELP or visit raleighcrimestoppers.org for text and email reporting options. CrimeStoppers pays cash rewards for anonymous tips that help solve cases.