code: def autoencoder_discrete_cifar():
    
    hparams = autoencoder_ordered_discrete()
    hparams.bottleneck_noise = 0.0
    hparams.bottleneck_bits = 90
    hparams.num_hidden_layers = 2
    hparams.hidden_size = 256
    hparams.num_residual_layers = 4
    hparams.batch_size = 32
    hparams.learning_rate_constant = 1.0
    return hparams
docs: Discrete autoencoder model for compressing cifar.