Every principal building on a lot in any Residence C District shall set back from the rear lot line at least 20 feet, if three stories in height, and at least 15 feet, if less than three stories in height, except that, in the case of a lot which has been less than 100 feet in depth at all times since November 8, 1922, the required setback shall be reduced by six inches for each foot that the depth of such lot has, throughout that period, been less than 100 feet, provided that no such setback shall be less than 15 feet.