Solved by Sumera_Rounaq in post #2 
              
              
                Finally i figured out these issues and i would like to thanks this community which enabled me to resolve my issues by myself. 
No 2 issue has been resolved when i set num_workers=0. 
No3 and No1 issues were interrelated and they get solved when i corrected my generator’s and discriminator’s network. …