def METHOD_NAME(replace_convs, replace_linears):
    return Factorize(factorize_convs=replace_convs,
                     factorize_linears=replace_linears,
                     min_channels=1,
                     latent_channels=2,
                     min_features=1,
                     latent_features=2)