code: def decode(self, h, force_not_quantize=False):
      # also go through quantization layer
      if not force_not_quantize:
          quant, emb_loss, info = self.quantize(h)
      else:
          quant = h
      quant = self.post_quant_conv(quant)
      dec = self.decoder(quant)
      return dec
  
imports: import numpy
  import paddle
  import paddle.nn
  from ..configuration_utils import ConfigMixin
  from ..configuration_utils import register_to_config
  from .unet_blocks import get_down_block
  from .unet_blocks import get_up_block
  from .unet_blocks import UNetMidBlock2D
label_desc: Use image node_id 3 for calling the VQModel obj's underlying member method code with example usage: obj.decode(h, force_not_quantize) and returns: dec