All the lands of said corporation enclosed and set apart for crematorium or columbarium purposes, and all the buildings erected thereon, used for such purposes as well as all rights of inurnment therein, shall be wholly exempt from taxation of any kind whatsoever except special assessments for public improvements: Provided, That all stock owned by said stockholders shall be taxed in the manner provided by law.