code: def testConv2D1x1Filter(self, data_format):
      expected_output = [
          5,
          11,
          17,
          11,
          25,
          39,
          17,
          39,
          61,
          23,
          53,
          83,
          29,
          67,
          105,
          35,
          81,
          127,
          41,
          95,
          149,
          47,
          109,
          171,
          53,
          123,
          193,
          59,
          137,
          215,
          65,
          151,
          237,
          71,
          165,
          259,
          77,
          179,
          281,
          83,
          193,
          303,
          89,
          207,
          325,
          95,
          221,
          347.0,
      ]
      self._VerifyValues(
          input_sizes=[1, 4, 4, 3],
          filter_sizes=[1, 1, 3, 2],
          out_backprop_sizes=[1, 4, 4, 2],
          strides=[1, 1],
          padding="VALID",
          data_format_src="NHWC",
          data_format_dst=data_format,
          expected=expected_output,
      )
  
imports: from absl.testing import parameterized
  import numpy
  from tensorflow.compiler.tests import test_utils
  from tensorflow.compiler.tests import xla_test
  from tensorflow.python.framework import dtypes
  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 2 for calling the Conv2DBackpropInputTest obj's underlying member method code with example usage: obj.testConv2D1x1Filter(data_format) without return types