Discriminator loss never converges

[niskov]

I tried running this code at least 20 times, the discriminator loss never converges (remains ~ 6-7). Event after 100k of epochs - the generated images look like a fading color

[LucasHile]

I have tried running this code about 20 times as well and while it starts lower than 6-7, it arrives at 6-7 sometimes as early as epoch 500 or as late as epoch 700. As a result, the Gan Loss stays constant at -1.02803835488885E-06.