diff --git a/pypots/utils/random.py b/pypots/utils/random.py
index 9ec3af57..9543f801 100644
--- a/pypots/utils/random.py
+++ b/pypots/utils/random.py
@@ -7,7 +7,7 @@
 
 import numpy as np
 import torch
-
+import random
 from .logging import logger
 
 RANDOM_SEED = 2204
@@ -25,6 +25,9 @@ def set_random_seed(random_seed: int = RANDOM_SEED) -> None:
     globals()["RANDOM_SEED"] = random_seed
     np.random.seed(random_seed)
     torch.manual_seed(random_seed)
+    random.seed(random_seed)
+    torch.cuda.manual_seed_all(random_seed)
+    # torch.backends.cudnn.deterministic = True
     logger.info(f"Have set the random seed as {random_seed} for numpy and pytorch.")