code: def __init__(self, base_layer: nn.Module):
      super().__init__()
      LycorisLayer.__init__(self, base_layer)
  
      # LoHa info
      self.hada_w1_a = nn.ParameterDict({})
      self.hada_w1_b = nn.ParameterDict({})
      self.hada_w2_a = nn.ParameterDict({})
      self.hada_w2_b = nn.ParameterDict({})
      self.hada_t1 = nn.ParameterDict({})
      self.hada_t2 = nn.ParameterDict({})
  
imports: import math
  from typing import Any, Set, Tuple
  import torch
  import torch.nn
  import torch.nn.functional
  from peft.tuners.lycoris_utils import LycorisLayer
label_desc: Use image node_id 1 to create a new LoHaLayer object from inherited base classes: nn, LycorisLayer with example: obj = LoHaLayer(base_layer)