code: def test_gpu_stump_nan_inf_self_join(
      T_A, T_B, substitute_B, substitution_locations
  ):
      m = 3
      stop = 16
      T_B_sub = T_B.copy()[:stop]
  
      for substitution_location_B in substitution_locations:
          T_B_sub[:] = T_B[:stop]
          T_B_sub[substitution_location_B] = substitute_B
  
          zone = int(np.ceil(m / 4))
          ref_mp = naive.stump(
              T_B_sub, m, exclusion_zone=zone, row_wise=True
          )
          comp_mp = gpu_stump(T_B_sub, m, ignore_trivial=True)
          naive.replace_inf(ref_mp)
          naive.replace_inf(comp_mp)
          npt.assert_almost_equal(ref_mp, comp_mp)
  
imports: import functools
  from unittest.mock import patch
  import numpy
  import numpy.testing
  import pandas
  from numba import cuda
  from stumpy import config, gpu_stump
  import naive
  import pytest
label_desc: Use image node_id 12 for calling a global function with example usage: test_gpu_stump_nan_inf_self_join(T_A, T_B, substitute_B, substitution_locations) without return types