code: def get_diff_kernel2d_2nd_order(
      *, device: Optional[Device] = None, dtype: Optional[Dtype] = None
  ) -> Tensor:
      gxx = tensor(
          [[0.0, 0.0, 0.0], [1.0, -2.0, 1.0], [0.0, 0.0, 0.0]],
          device=device,
          dtype=dtype,
      )
      gyy = gxx.transpose(0, 1)
      gxy = tensor(
          [[-1.0, 0.0, 1.0], [0.0, 0.0, 0.0], [1.0, 0.0, -1.0]],
          device=device,
          dtype=dtype,
      )
      return stack([gxx, gxy, gyy])
  
imports: from __future__ import annotations
  import math
  from math import sqrt
  from typing import Any, Optional
  import torch
  from kornia.core import Device, Dtype, Tensor, concatenate, cos, stack, tensor, where, zeros, zeros_like
  from kornia.core.check import KORNIA_CHECK, KORNIA_CHECK_IS_TENSOR, KORNIA_CHECK_SHAPE
  from kornia.utils import deprecated
label_desc: Use image node_id 24 for calling a global function with example usage: get_diff_kernel2d_2nd_order() and returns: stack