code: def _testErosionGradSamePadding_1x1x2(self, use_gpu):
      self._ConstructAndTestGradient(
          image_shape=[1, 3, 3, 2],
          kernel_shape=[1, 1, 2],
          strides=[1, 1],
          rates=[1, 1],
          padding="SAME",
          use_gpu=use_gpu,
      )
  
imports: from absl.testing import parameterized
  import numpy
  from tensorflow.python.framework import config
  from tensorflow.python.framework import constant_op
  from tensorflow.python.framework import dtypes
  from tensorflow.python.framework import errors_impl
  from tensorflow.python.framework import test_util
  from tensorflow.python.ops import gradient_checker_v2
  from tensorflow.python.ops import nn_ops
  import tensorflow.python.ops.nn_grad
  from tensorflow.python.platform import test
label_desc: Use image node_id 13 for calling the ErosionTest obj's underlying member method code with example usage: obj._testErosionGradSamePadding_1x1x2(use_gpu) without return types