code: def forward(self, image: Tensor) -> HyperpriorOutput:
      raise NotImplementedError
  
imports: from typing import List, Optional, Tuple
  import torch
  import torch.nn
  from compressai.entropy_models import EntropyBottleneck
  from compressai.models import CompressionModel
  from compressai.ops import quantize_ste
  from torch import Tensor
  from neuralcompression import HyperpriorCompressedOutput, HyperpriorOutput
label_desc: Use image node_id 1 for calling the HyperpriorAutoencoderBase obj's underlying member method code with example usage: obj.forward(image) without return types