code: def test_xdeepfm_functional(
      notebooks,
      output_notebook,
      kernel_name,
      epochs,
      expected_values,
      seed,
  ):
      notebook_path = notebooks["xdeepfm_quickstart"]
      execute_notebook(
          notebook_path,
          output_notebook,
          kernel_name=kernel_name,
          parameters=dict(
              EPOCHS=epochs,
              BATCH_SIZE=1024,
              RANDOM_SEED=seed,
          ),
      )
      results = read_notebook(output_notebook)
  
      for key, value in expected_values.items():
          assert results[key] == pytest.approx(
              value, rel=TOL, abs=ABS_TOL
          )
  
imports: import os
  import pytest
  from recommenders.utils.gpu_utils import get_number_gpus
  from recommenders.utils.notebook_utils import execute_notebook, read_notebook
label_desc: Use image node_id 5 for calling a global function with example usage: test_xdeepfm_functional(notebooks, output_notebook, kernel_name, epochs, expected_values, seed) without return types