Via wikipedia.
"A normal school is a school created to train high school graduates to be teachers. Its purpose is to establish teaching standards or norms, hence its name. Most such schools are now called teachers' colleges."
The term "normal school" originated in the early 16th century from the French école normale.[3] The French concept of an "école normale" was to provide a model school with model classrooms to teach model teaching practices to its student teachers.[4] The children being taught, their teachers, and the teachers of the teachers were often together in the same building.[citation needed] Although a laboratory school, it was the official school for the children—primary or secondary.