Solved by ptrblck in post #7 
              
              
                Could you try to add a batch dimension to your data? 
For a batch size of 1, your input shape should be [1, in_features]. 
I assume 72 is your feature dimension. 
If so, nn.DataParallel might split on the wrong dimension.