'WGAN training schedule for generator following Arjovsky et al. 2017
Arguments:
giter (int): Counter for generator iterations'

def get_k(self, giter):

    if (self.wgan_train_sched and ((giter < 25) or ((giter % 500) == 0))):
        return 100
    else:
        return self.k
