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.
Hopefully my findings will help the community here.