code: def __init__(self, axis: int = -1, nonlinear: bool = True, **kwargs):
      super().__init__(**kwargs)
      self.axis = axis
      self.nonlinear = nonlinear
  
imports: import math
  from typing import List, Optional, Tuple
  from mxnet import init
  from mxnet.gluon import HybridBlock, nn, rnn
  from gluonts.core.component import validated
  from gluonts.mx import Tensor
label_desc: Use image node_id 1 to create a new GatedLinearUnit object from inherited base classes: HybridBlock with example: obj = GatedLinearUnit(axis, nonlinear)