Form submit is not firing on large form
Increase max_input_vars in your PHP environment as Clive suggested in the comment.

Another indication of this problem is the form validate handler won't trigger either. Unless you have E_WARNING set in the php.ini error_reporting setting the form will silently fail and run the form hook again.