def __init__(self, z_dim, batch_size):
self.batch_size = batch_size
self.z_dim = z_dim
# -- generator -----
self.gen = Generator([64, 128, 256, 512, 512, 512, 512, 512],
[512, 512, 512, 512, 256, 128, 64],
256, 256, 3)
# -- discriminator --
self.disc = Discriminator([64, 128, 256, 512])
# -- learning parms ---
self.lr = 0.0002
self.Lambda = 100.0
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