code: def __init__(
      self,
      model_path,
      input_shape=None,
      is_train_proto=False,
      phase="test",
  ):
      self.model_path = model_path
      self.phase = phase
      self.is_train_proto = is_train_proto
      self.input_shape = input_shape
      self.load()
  
imports: from collections import namedtuple
  from functools import reduce
  from google.protobuf import text_format
  from copy import deepcopy
  import numbers
  import os
  import tempfile
  from mmdnn.conversion.caffe.mapper import get_handler_name
  from mmdnn.conversion.caffe.resolver import get_caffe_resolver, has_pycaffe
  from mmdnn.conversion.caffe.shape import *
  from mmdnn.conversion.caffe.errors import print_stderr, ConversionError
label_desc: Use image node_id 1 to create a new GraphBuilder object from inherited base classes: object with example: obj = GraphBuilder(model_path, input_shape, is_train_proto, phase)