code: def autoencoder_ordered_discrete_image64():
    
    hparams = autoencoder_ordered_discrete()
    hparams.batch_size = 32
    hparams.num_hidden_layers = 6
    hparams.bottleneck_warmup_steps *= 2
    hparams.gan_codes_warmup_steps *= 2
  
    return hparams
docs: Ordered discrete autoencoder model.