diff --git a/experiment.py b/experiment.py
index 3cfea10..511c989 100644
--- a/experiment.py
+++ b/experiment.py
@@ -4,6 +4,7 @@ import math
 import torch
 import time
 import pickle
+import random
 import sys
 
 # Number of seconds to wait between each checkpoint
@@ -153,7 +154,9 @@ def save_results(results, path):
 
 
 # List of all configurations to be tested
+random.seed(42)
 all_confs = list(generate_test_configurations())
+random.shuffle(all_confs)
 
 # Number of splits of the configuration list
 parts_count = 1