Smith was shot when he got out of his patrol car.
Though Smith returned fire, the suspect, later identified as Deeds, got away, authorities said.
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Smith, who joined the Eastman Police Department in February 2011, died from his wounds at a nearby hospital. He is survived by his three children, Dutton said.
A reward of $15,000 was offered leading to the arrest of Deeds.