text: from src.data_preprocessing.witness_complex_offline.config import ConfigWC_Grid
  from src.datasets.datasets import SwissRoll
  
  test_wcconfig = ConfigWC_Grid(
      dataset = [SwissRoll()],
      sampling_kwargs = [dict(n_samples = 2560)],
      batch_size=[128],
      wc_kwargs=[dict()],
      eval_size=[0.2],
      n_jobs = [4],
      seed = [1],
      global_register = '/Users/simons/PycharmProjects/MT-VAEs-TDA/output/WitnessComplex_offline/wc_global_register.csv',
      root_path = '/Users/simons/PycharmProjects/MT-VAEs-TDA/output/WitnessComplex_offline/tests',
      verbose = True
  )
  
  test_wcconfig2 = ConfigWC_Grid(
      dataset = [SwissRoll()],
      sampling_kwargs = [dict(n_samples = 640)],
      batch_size=[32,64],
      wc_kwargs=[dict()],
      eval_size=[0.2],
      n_jobs = [1],
      seed = [1],
      global_register = '/Users/simons/PycharmProjects/MT-VAEs-TDA/output/WitnessComplex_offline/wc_global_register.csv',
      root_path = '/Users/simons/PycharmProjects/MT-VAEs-TDA/output/WitnessComplex_offline/tests2',
      verbose = True
  )