code: def get_initial_cache_state(self, batch_size, dtype, device, max_dim):
      pass
  
imports: from abc import ABC, abstractmethod
  import torch
label_desc: Use image node_id 2 for calling the StreamingEncoder obj's underlying member method code with example usage: obj.get_initial_cache_state(batch_size, dtype, device, max_dim) without return types