code: def __init__(self, latent_size, channels):
      super(ApplyStyle, self).__init__()
      self.linear = nn.Linear(latent_size, channels * 2)
  
imports: import os
  import time
  import timm
  import glob
  import numpy
  import os.path
  import torch
  import torch.distributed
  from torch import nn
  import torch.nn.functional
  from .iresnet import get_model
label_desc: Use image node_id 1 to create a new ApplyStyle object from inherited base classes: nn with example: obj = ApplyStyle(latent_size, channels)