Restores file mentioned in documentation

execute_grid_experiments.py

@@ -0,0 +1,44 @@
+import multiprocessing
+import os
+import sys
+
+from datetime import datetime as dt
+from gedi.utils.io_helpers import sort_files
+from tqdm import tqdm
+
+#TODO: Pass i properly
+def multi_experiment_wrapper(config_file, i=0):
+    print(f"=========================STARTING EXPERIMENT #{i+1}=======================")
+    print(f"INFO: Executing with {config_file}")
+    os.system(f"python -W ignore main.py -a {config_file}")
+    print(f"=========================FINISHED EXPERIMENT #{i+1}=======================")
+
+if __name__ == '__main__':
+    EXPERIMENTS_FOLDER = sys.argv[1]
+    """
+    Following args run the following experiments:
+    - config_files/algorithm/grid_1obj
+    - config_files/algorithm/grid_experiments
+    - config_files/algorithm/test
+    """
+    start = dt.now()
+
+    experiment_list = list(tqdm(sort_files(os.listdir(EXPERIMENTS_FOLDER))))
+    experiment_list = [os.path.join(EXPERIMENTS_FOLDER, config_file) for config_file in experiment_list]
+    #experiment_list = experiment_list[:10]
+
+    print(f"========================STARTING MULTIPLE EXPERIMENTS=========================")
+    print(f"INFO: {EXPERIMENTS_FOLDER} contains config files for {len(experiment_list)}.")
+    try:
+        num_cores = multiprocessing.cpu_count() if len(
+            experiment_list) >= multiprocessing.cpu_count() else len(experiment_list)
+        with multiprocessing.Pool(num_cores) as p:
+            try:
+                print(f"INFO: Multi Experiments starting at {start.strftime('%H:%M:%S')} using {num_cores} cores for {len(experiment_list)} experiments...")
+                result = p.map(multi_experiment_wrapper, experiment_list)
+            except Exception as e:
+                print(e)
+    except Exception as e:
+        print("pare", e)
+
+        #for i, config_file in enumerate(experiment_list[:2]):