text: #include <migraphx/instruction.hpp>
  #include <migraphx/make_op.hpp>
  #include <migraphx/common.hpp>
  #include <migraphx/apply_alpha_beta.hpp>
  
  namespace migraphx {
  inline namespace MIGRAPHX_INLINE_NS {
  
  instruction_ref insert_apply_alpha_beta(module& m,
                                          instruction_ref pos,
                                          const std::vector<instruction_ref>& args,
                                          const operation& op,
                                          const literal& alpha,
                                          const literal& beta)
  {
      auto a          = args[0];
      auto b          = args[1];
      auto input_type = a->get_shape().type();
      if(!float_equal(alpha.at<float>(0), 1.0))
      {
          auto alpha_literal = m.add_literal(alpha);
          a                  = insert_common_op(m, pos, migraphx::make_op("mul"), {alpha_literal, a});
          if(a->get_shape().type() != input_type)
          {
              a = m.insert_instruction(pos, make_op("convert", {{"target_type", input_type}}), a);
          }
      }
      auto op_res = m.insert_instruction(pos, op, a, b);
      if(args.size() == 3)
      {
          if(not float_equal(beta.at<float>(0), 0.0) && args[2]->get_shape().elements() > 0)
          {
              auto out_lens = op_res->get_shape().lens();
              auto c        = args[2];
              auto c_lens   = c->get_shape().lens();
              input_type    = c->get_shape().type();
              if(out_lens != c_lens)
              {
                  c = m.insert_instruction(
                      pos, migraphx::make_op("multibroadcast", {{"out_lens", out_lens}}), args[2]);
              }
              auto beta_literal = m.add_literal(beta);
              auto beta_c = insert_common_op(m, pos, migraphx::make_op("mul"), {c, beta_literal});
              if(beta_c->get_shape().type() != input_type)
              {
                  beta_c = m.insert_instruction(
                      pos, migraphx::make_op("convert", {{"target_type", input_type}}), beta_c);
              }
              return m.insert_instruction(pos, migraphx::make_op("add"), op_res, beta_c);
          }
      }
      return op_res;
  }
  
  } // namespace MIGRAPHX_INLINE_NS
  } // namespace migraphx
  