code: def testAtrousConvolution1D(self):
      with self._delay_checks() as add_check:
          for padding in ["SAME", "VALID"]:
              for width in [9, 10]:
                  for kernel_width in range(1, 4):
                      for rate in range(1, 4):
                          self._test_atrous_convolution(
                              add_check=add_check,
                              input_shape=[2, width, 2],
                              filter_shape=[kernel_width, 2, 2],
                              padding=padding,
                              dilation_rate=[rate],
                          )
  
imports: import contextlib
  import numpy
  from tensorflow.python.eager import context
  from tensorflow.python.framework import constant_op
  from tensorflow.python.framework import dtypes
  from tensorflow.python.framework import test_util
  from tensorflow.python.ops import array_ops
  from tensorflow.python.ops import gradient_checker
  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 7 for calling the AtrousConvolutionTest obj's underlying member method code with example usage: obj.testAtrousConvolution1D() without return types