The command to train the network is as follows
python train.py --dataset Dataset_name --cuda --batch_size BatchSize --seed RandomSeed --alpha Alpha --g_lr G_lr --d_lr D_lr --lr_policy Policy --lr_decay_iters Iters
Note that those options should be changed according to your settings.