Solved by shyu in post #4 
              
              
                I found a solution to my problem. 
Please check  Why nn.Sequential can’t handle multiple input? and allow nn.Sequential to take multiple inputs. 
I defined mySequential class and changed nn.Sequential to mySequential. 
Although I don’t know exactly how it works, it makes nn.Sequential feed the multi…