text: from Preprocessor import Preprocessor
  from eval.SDNetTester import SDNetTester
  from datasets.STL10 import STL10
  from models.SDNet_avgDisc_concat_new import SDNet
  
  target_shape = [64, 64, 3]
  model = SDNet(num_layers=4, num_res=1, batch_size=200, target_shape=target_shape, pool5=False, disc_pad='SAME', tag='lin_decay')
  data = STL10()
  preprocessor = Preprocessor(target_shape=target_shape)
  tester = SDNetTester(model, data, preprocessor)
  tester.test_reconstruction()
  