Removed unused code.

experiments/_processes.py

@@ -247,16 +247,17 @@ def experiment(settings: MutableMapping,
 
  with InformAboutProcess('Creating training data loader'):
  training_data = get_tut_sed_data_loader(
- split='training', is_test=False,
+ split='training',
  **settings['data_loader'])
 
  with InformAboutProcess('Creating validation data loader'):
  validation_data = get_tut_sed_data_loader(
- split='validation', is_test=True,
+ split='validation',
  **settings['data_loader'])
 
  with InformAboutProcess('Creating optimizer'):
- optimizer = Adam(model.parameters(), lr=settings['optimizer']['lr'])
+ optimizer = Adam(model.parameters(),
+ lr=settings['optimizer']['lr'])
 
  cmd_msg('', start='')
 
@@ -292,19 +293,15 @@ def experiment(settings: MutableMapping,
  grad_norm=settings['training']['grad_norm'], **common_kwargs)
 
  del training_data
+ del validation_data
 
- if settings['data_loader']['data_version'] == 'synthetic':
- del validation_data
- cmd_msg('Using separate testing split.', start='\n\n-- ')
- with InformAboutProcess('Creating testing data loader'):
- testing_data = get_tut_sed_data_loader(
- split='testing', **settings['data_loader'])
-
- nb_examples([testing_data], ['Testing'],
- settings['data_loader']['batch_size'])
- else:
- cmd_msg('Using X-fold setting.', start='\n\n-- ')
- testing_data = validation_data
+ with InformAboutProcess('Creating testing data loader'):
+ testing_data = get_tut_sed_data_loader(
+ split='testing',
+ **settings['data_loader'])
+
+ nb_examples([testing_data], ['Testing'],
+ settings['data_loader']['batch_size'])
 
  cmd_msg('Starting testing', start='\n\n-- ', end='\n\n')
  testing(model=optimized_model, data_loader=testing_data,