Prison officials say 26 year old Aaron Kelsey was discovered missing during the morning roll call Wednesday.
He is serving a 10 year sentence for burglary and weapons charges in the medium security facility in Greer County.
He is five feet 10 inches tall and weighs about 170 pounds, with brown hair and green eyes.
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