code: def __init__(self):
      self.apu_ops = {
          MaceOp.Activation.name: ApuOp.Activation.name,
          MaceOp.Concat.name: ApuOp.Concat.name,
          MaceOp.Conv2D.name: ApuOp.Conv2D.name,
          MaceOp.DepthToSpace: ApuOp.DepthToSpace.name,
          MaceOp.DepthwiseConv2d.name: ApuOp.DepthwiseConv2d.name,
          MaceOp.Deconv2D.name: ApuOp.Deconv2D.name,
          MaceOp.Eltwise.name: ApuOp.Eltwise.name,
          MaceOp.FullyConnected.name: ApuOp.FullyConnected.name,
          MaceOp.Pad.name: ApuOp.Pad.name,
          MaceOp.Pooling.name: ApuOp.Pooling.name,
          MaceOp.Reduce.name: ApuOp.Reduce.name,
          MaceOp.ResizeBilinear.name: ApuOp.ResizeBilinear.name,
          MaceOp.Reshape.name: ApuOp.Reshape.name,
          MaceOp.Softmax.name: ApuOp.Softmax.name,
          MaceOp.SpaceToDepth.name: ApuOp.SpaceToDepth.name,
          MaceOp.Squeeze.name: ApuOp.Reshape.name,
      }
  
imports: import copy
  import numpy
  from enum import Enum
  from operator import mul
  from py_proto import mace_pb2
  from transform import base_converter
  from transform.base_converter import ConverterUtil
  from transform.base_converter import EltwiseType
  from transform.base_converter import MaceKeyword
  from transform.base_converter import MaceOp
  from transform.base_converter import PaddingMode
  from transform.base_converter import PadType
  from transform.base_converter import PoolingType
  from transform.base_converter import ReduceType
  from transform.base_converter import DataFormat
  from transform.base_converter import FrameworkType
  from utils.util import mace_check
label_desc: Use image node_id 1 to create a new ApuOps object from inherited base classes: object with example: obj = ApuOps()