diff --git a/requirements-dev.txt b/requirements-dev.txt
index d475e556cdf..91b560e5653 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -21,7 +21,7 @@ mlflow
 neptune-client>=0.16.17
 tensorboard
 torchvision
-pynvml
+pynvml<12  # pynvml module was removed in 12.X, is not developed or maintained. We should replace pynvml with something else.
 clearml
 scikit-image
 py-rouge