def add_input(self, output_name, input_shape):
layer = caffe_net.LayerParameter(name=output_name, type='Input',
top=[output_name])
layer.input_param(input_shape)
self.caffe_model.add_layer(layer)
self.data_dict[output_name] = Operators.get_input(output_name, input_shape)
