Created by: tonyyang-svail

This PR is an effort of upgrading to cuda9:cudnn7.

Major Blocker:

1. nvcc cuda9 compiler evicts tons of warnings, it needs to be solved:
   1. find a way to suppress those warnings.
   2. Need a more uniformed way to use Eigen.