diff --git a/fedeca/algorithms/torch_dp_fed_avg_algo.py b/fedeca/algorithms/torch_dp_fed_avg_algo.py
index 9cce2b6c..5a232ef4 100644
--- a/fedeca/algorithms/torch_dp_fed_avg_algo.py
+++ b/fedeca/algorithms/torch_dp_fed_avg_algo.py
@@ -1,5 +1,6 @@
 """Differentially private algorithm to be used with FedAvg strategy."""
 import logging
+import random
 from typing import Any, Optional
 
 import numpy as np
@@ -427,6 +428,9 @@ def _update_from_checkpoint(self, checkpoint: dict) -> None:
 
         self._index_generator = checkpoint.pop("index_generator")
 
+        random.setstate(checkpoint.pop("random_rng_state"))
+        np.random.set_state(checkpoint.pop("numpy_rng_state"))
+
         if self._device == torch.device("cpu"):
             torch.set_rng_state(checkpoint.pop("torch_rng_state").to(self._device))
         else: