code: def autoencoder_discrete_tiny():
    
    hparams = autoencoder_ordered_discrete()
    hparams.num_hidden_layers = 2
    hparams.bottleneck_bits = 24
    hparams.batch_size = 2
    hparams.gan_loss_factor = 0.
    hparams.bottleneck_l2_factor = 0.001
    hparams.add_hparam("video_modality_loss_cutoff", 0.02)
    hparams.num_residual_layers = 1
    hparams.hidden_size = 32
    hparams.max_hidden_size = 64
    return hparams
docs: Discrete autoencoder model for compressing pong frames for testing.