code: def testMaxPoolKernelSmallerThanStrideSame(self):
      self._VerifyValues(
          nn_ops.max_pool,
          gen_nn_ops.max_pool_grad,
          input_sizes=[1, 3, 3, 1],
          ksize=[1, 1, 1, 1],
          strides=[1, 2, 2, 1],
          padding="SAME",
      )
  
      self._VerifyValues(
          nn_ops.max_pool,
          gen_nn_ops.max_pool_grad,
          input_sizes=[1, 4, 4, 1],
          ksize=[1, 1, 1, 1],
          strides=[1, 2, 2, 1],
          padding="SAME",
      )
  
imports: import numpy
  from tensorflow.compiler.tests import xla_test
  from tensorflow.python.framework import dtypes
  from tensorflow.python.framework import errors
  from tensorflow.python.framework import ops
  from tensorflow.python.framework import tensor
  from tensorflow.python.framework import test_util
  from tensorflow.python.ops import array_ops
  from tensorflow.python.ops import gen_nn_ops
  from tensorflow.python.ops import nn_ops
  from tensorflow.python.platform import googletest
label_desc: Use image node_id 8 for calling the PoolGradTest obj's underlying member method code with example usage: obj.testMaxPoolKernelSmallerThanStrideSame() without return types