code: def scale_amplification(h, D, delta):
      """amplification scaling"""
      return h * (np.log(D + 1) / delta)
  
imports: import numpy
  import torch
  import torch.nn
label_desc: Use image node_id 12 for calling a global function with example usage: scale_amplification(h, D, delta) and returns: unknown