code: def __init__(self, dim, eps=1e-5):
      super().__init__()
      self.eps = eps
      self.g = nn.Parameter(torch.ones(1, dim, 1, 1))
      self.b = nn.Parameter(torch.zeros(1, dim, 1, 1))
  
imports: from functools import partial
  import torch
  from torch import nn, einsum
  from einops import rearrange
  from einops.layers.torch import Rearrange, Reduce
label_desc: Use image node_id 1 to create a new LayerNorm object from inherited base classes: nn with example: obj = LayerNorm(dim, eps)