Feature/local execution (#178)

* Delete old evaluation notebook

* Add local execution parameter

* FiX

deep_bottleneck/run_experiments.py

@@ -7,7 +7,7 @@
 def main():
     create_output_directory()
     args = parse_command_line_args()
-    start_experiments(args.configpath)
+    start_experiments(args.configpath, bool(args.local_execution))
 
 
 def create_output_directory():
@@ -20,37 +20,42 @@ def parse_command_line_args():
     parser = argparse.ArgumentParser()
     parser.add_argument('-c', '--configpath',
                         help='The folder containing the experiment configurations or a single configuration file.')
+    parser.add_argument('-l', '--local_execution',
+                        default=False,
+                        help='Whether the experiments should be run locally or on the grid.')
     args = parser.parse_args()
     return args
 
 
-def start_experiments(config_dir_or_file):
+def start_experiments(config_dir_or_file, local_execution):
     """Recursively walk through the config dir and submit all experiment
     configurations in there to the grid.
     """
     n_experiments = 0
     if os.path.isdir(config_dir_or_file):
         for root, _, files in os.walk(config_dir_or_file):
             for file in files:
-                start_experiment(root, file)
+                start_experiment(root, file, local_execution)
                 n_experiments += 1
 
     else:
         root, file = os.path.split(config_dir_or_file)
-        start_experiment(root, file)
+        start_experiment(root, file, local_execution)
         n_experiments += 1
 
     print(f'Submitted {n_experiments} experiments.')
 
 
-def start_experiment(root, file):
+def start_experiment(root, file, local_execution):
     submission_name, extension = os.path.splitext(file)
     is_valid_config_file = extension == '.json'
     if is_valid_config_file:
         config_path = os.path.join(root, file)
         experiment_name, _ = os.path.splitext(config_path)
-
-        command = f'qsub -N {submission_name} experiment.sge {experiment_name} {config_path}'
+        if local_execution:
+            command = f'python experiment.py --name {experiment_name} with {config_path} seed=0'
+        else:
+            command = f'qsub -N {submission_name} experiment.sge {experiment_name} {config_path}'
         print(f'Executing command: {command}')
         os.system(command)