def METHOD_NAME(algo_cls: Type):
    """Initialize algorithm with dummy values."""
    if algo_cls == algorithms.Alibi:
        return algo_cls(max_sequence_length=1)
    elif algo_cls == algorithms.StochasticDepth:
        return algo_cls(target_layer_name='ResNetBottleneck')
    elif algo_cls == algorithms.FusedLayerNorm or algorithms.LowPrecisionLayerNorm:
        pytest.importorskip('apex')
        return algo_cls()
    elif algo_cls == algorithms.GatedLinearUnits:
        pytest.importorskip('transformers')
        return algo_cls()
    elif algo_cls == algorithms.Factorize:
        return algo_cls(min_features=48, latent_features=24)
    elif algo_cls == algorithms.SqueezeExcite:
        return algo_cls(min_channels=32)
    else:
        return algo_cls()