def _CompareBackpropInput(
      self, input_sizes, filter_sizes, output_sizes, conv_strides, padding
  ):
    x1 = np.random.rand(*filter_sizes).astype(np.float32)
    x2 = np.random.rand(*output_sizes).astype(np.float32)