for (const auto &index_pair : llvm::enumerate(broadcast_dimensions)) {
    auto old_value = out_shape[index_pair.value()];
    auto new_value = shape_small[index_pair.index()];
    out_shape[index_pair.value()] = std::max(old_value, new_value);
  }
  return tensorflow::GetTypeFromTFTensorShape(out_shape, element_type);
}

// Deprecated: This is maintained to aid in porting old code that is not yet