code: def next_frame_ae():
    
    hparams = next_frame_basic_deterministic()
    hparams.bottom["inputs"] = modalities.video_bitwise_bottom
    hparams.top["inputs"] = modalities.video_top
    hparams.hidden_size = 256
    hparams.batch_size = 8
    hparams.num_hidden_layers = 4
    hparams.num_compress_steps = 4
    hparams.dropout = 0.4
    return hparams
docs: Conv autoencoder.