When an exception is taken in the course of a jury trial a note thereof shall be taken by the judge, or, if he shall so direct, or the party excepting shall think proper, a note thereof shall be written out, and signed by such party or his counsel, and also by the judge at the time; and such exception may be made the ground of an application to set aside the verdict, either by motion for a new trial, or by bill of exceptions.