code: def next_frame_pixel_noise():
    
    hparams = next_frame_basic_deterministic()
    hparams.add_hparam("video_modality_input_noise", 0.05)
    hparams.bottom["inputs"] = modalities.video_pixel_noise_bottom
    hparams.top["inputs"] = modalities.video_top
    return hparams
docs: Basic 2-frame conv model with pixel noise.