When Trip is whipped in front of the regiment, his back is shown to already be a mass of whipping scars. Trip mentions earlier in the movie that he ran away from his plantation at the age of 12: this likely means that all of these scars were inflicted on him as a child.
More likely he was regularly whipped since he was 12 for insubordination or escape attempts.