He's a Yorkie ... you GLUE HIS FEET TO THE FLOOR!
Seriously, you just have to keep trying. These little guys are bundles of energy. My guy is hurtling toward 11 and sometimes he still is a regular little wild man.
He'll calm down -- in 7 years or so.