diff --git a/requirements.txt b/requirements.txt
index e80ba3c..4a4befe 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -46,7 +46,7 @@ tensorboard==2.8.0
 tensorboard-data-server==0.6.1
 tensorboard-plugin-wit==1.8.1
 tensorflow-estimator==2.8.0
-tensorflow-gpu==2.8.4
+tensorflow-gpu==2.11.1
 tensorflow-io-gcs-filesystem==0.30.0
 termcolor==2.2.0
 typing_extensions==4.4.0