text: import csv
  
  expe = {'U1 WQ' :'PARAMETRIC_FP_WQ_DELTA_B_INIT_ADAM',
          'U2 WQ' :'PARAMETRIC_FP_WQ_B_XMAX_INIT_ADAM',
          'U3 WQ' :'PARAMETRIC_FP_WQ_DELTA_XMAX_INIT_ADAM',
          'U1 WAQ':'PARAMETRIC_FP_WAQ_DELTA_B_INIT_ADAM',
          'U2 WAQ':'PARAMETRIC_FP_WAQ_B_XMAX_INIT_ADAM',
          'U3 WAQ':'PARAMETRIC_FP_WAQ_DELTA_XMAX_INIT_ADAM'}
  for k, exp in expe.items():
      with open(exp + '/results.csv', newline='') as csvfile:
          reader = csv.DictReader(csvfile)
          errs = [] 
          for row in reader:
              errs += [row['val_err']]
          print(k, ' : ', min(errs))
  