Crimes Against Humanity- Thomas Thistlewood

If a crime against humanity today was not a crime back in history, how do we approach those events? Case in point: Thomas Thistlewood, 1700s Jamacian slave owner, engaged in torture, murder, and sexual violence against his own slaves. It is undeniably evil, but this wasn't a crime. It was the norm.