Where does the extra dimension come from in the target labels list?

create_labels (in the solver) is called when generating target labels for network testing. 

The dimensions of the output (c_trg_list) is [c_dim x batch_size x c_dim]. Why is c_dim used for 2 dimensions, not just one? Why are the original (input) labels cloned? 
