@registry.register_hparams
def score2perf_transformer_base():
    hparams = transformer.transformer_base()
    hparams.bottom['inputs'] = modalities.bottom
    return hparams
@registry.register_hparams
def score2perf_transformer_base():
    hparams = transformer.transformer_base()
    hparams.bottom['inputs'] = modalities.bottom
    return hparams