text: # Copyright 2020 Huawei Technologies Co., Ltd
  #
  # Licensed under the Apache License, Version 2.0 (the "License");
  # you may not use this file except in compliance with the License.
  # You may obtain a copy of the License at
  #
  # http://www.apache.org/licenses/LICENSE-2.0
  #
  # Unless required by applicable law or agreed to in writing, software
  # distributed under the License is distributed on an "AS IS" BASIS,
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  # See the License for the specific language governing permissions and
  # limitations under the License.
  # ============================================================================
  
  """FusedMulAddNL2loss op"""
  from mindspore.ops.op_info_register import op_info_register, TBERegOp, DataType
  
  fused_mul_add_n_l2loss_op_info = TBERegOp("FusedMulAddNL2loss") \
      .fusion_type("OPAQUE") \
      .async_flag(False) \
      .binfile_name("fused_mul_addn_l2_loss.so") \
      .compute_cost(10) \
      .kernel_name("fused_mul_addn_l2_loss") \
      .partial_flag(True) \
      .input(0, "x1", False, "required", "all") \
      .input(1, "x2", False, "required", "all") \
      .input(2, "x3", False, "required", "all") \
      .output(0, "y1", False, "required", "all") \
      .output(1, "y2", False, "required", "all") \
      .dtype_format(DataType.F16_5HD, DataType.F16_5HD, DataType.F16_Default,
                    DataType.F16_5HD, DataType.F16_Default) \
      .dtype_format(DataType.F16_C1HWNCoC0, DataType.F16_C1HWNCoC0, DataType.F16_Default,
                    DataType.F16_C1HWNCoC0, DataType.F16_Default) \
      .dtype_format(DataType.F16_Default, DataType.F16_Default, DataType.F16_Default,
                    DataType.F16_Default, DataType.F16_Default) \
      .dtype_format(DataType.F16_FracZ, DataType.F16_FracZ, DataType.F16_Default,
                    DataType.F16_FracZ, DataType.F16_Default) \
      .dtype_format(DataType.F32_5HD, DataType.F32_5HD, DataType.F32_Default,
                    DataType.F32_5HD, DataType.F32_Default) \
      .dtype_format(DataType.F32_C1HWNCoC0, DataType.F32_C1HWNCoC0, DataType.F32_Default,
                    DataType.F32_C1HWNCoC0, DataType.F32_Default) \
      .dtype_format(DataType.F32_Default, DataType.F32_Default, DataType.F32_Default,
                    DataType.F32_Default, DataType.F32_Default) \
      .dtype_format(DataType.F32_FracZ, DataType.F32_FracZ, DataType.F32_Default,
                    DataType.F32_FracZ, DataType.F32_Default) \
      .get_op_info()
  
  
  @op_info_register(fused_mul_add_n_l2loss_op_info)
  def _fused_mul_add_n_l2loss_tbe():
      """FusedMulAddNL2loss TBE register"""
      return
  