text: """
  Trains and tests S2V-DQN on 20 spin ER graphs.
  """
  import experiments.ER_20spin.test.test_s2v as test
  import experiments.ER_20spin.train.train_s2v as train
  
  save_loc="ER_20spin/s2v"
  
  train.run(save_loc)
  
  test.run(save_loc, graph_save_loc="_graphs/validation/ER_20spin_p15_100graphs.pkl", batched=True, max_batch_size=None)
  test.run(save_loc, graph_save_loc="_graphs/validation/ER_40spin_p15_100graphs.pkl", batched=True, max_batch_size=None)
  test.run(save_loc, graph_save_loc="_graphs/validation/ER_60spin_p15_100graphs.pkl", batched=True, max_batch_size=None)
  test.run(save_loc, graph_save_loc="_graphs/validation/ER_100spin_p15_100graphs.pkl", batched=True, max_batch_size=None)
  test.run(save_loc, graph_save_loc="_graphs/validation/ER_200spin_p15_100graphs.pkl", batched=True, max_batch_size=25)
  test.run(save_loc, graph_save_loc="_graphs/validation/ER_500spin_p15_100graphs.pkl", batched=True, max_batch_size=5)