code: def forward(self, style_input, text_input):
      text_gen_output = self.text_generator.forward(
          style_input, text_input
      )
      fake_text = text_gen_output["fake_text"]
      fake_sk = text_gen_output["fake_sk"]
      bg_gen_output = self.bg_generator.forward(style_input)
      bg_encode_feature = bg_gen_output["bg_encode_feature"]
      bg_decode_feature1 = bg_gen_output["bg_decode_feature1"]
      bg_decode_feature2 = bg_gen_output["bg_decode_feature2"]
      fake_bg = bg_gen_output["fake_bg"]
  
      fusion_gen_output = self.fusion_generator.forward(
          fake_text, fake_bg
      )
      fake_fusion = fusion_gen_output["fake_fusion"]
      return {
          "fake_fusion": fake_fusion,
          "fake_text": fake_text,
          "fake_sk": fake_sk,
          "fake_bg": fake_bg,
      }
  
imports: import paddle
  import paddle.nn
  from arch.base_module import MiddleNet, ResBlock
  from arch.encoder import Encoder
  from arch.decoder import Decoder, DecoderUnet, SingleDecoder
  from utils.load_params import load_dygraph_pretrain
  from utils.logging import get_logger
label_desc: Use image node_id 2 for calling the StyleTextRec obj's underlying member method code with example usage: obj.forward(style_input, text_input) and returns: dict