const auto input_tensor_type =
        input_value.getType().cast<RankedTensorType>();
    const int64_t rank = input_tensor_type.getRank();

    SmallVector<int64_t> padded_output_tensor_shape =
        InferPaddedTensorShape(input_tensor_type.getShape(), tfl_pad_values);

    auto padded_output_tensor_type = RankedTensorType::get(
        padded_output_tensor_shape, input_tensor_type.getElementType());