diff --git a/elasticdl_preprocessing/requirements.txt b/elasticdl_preprocessing/requirements.txt
index d918bd039..4cf2910db 100644
--- a/elasticdl_preprocessing/requirements.txt
+++ b/elasticdl_preprocessing/requirements.txt
@@ -1 +1 @@
-tensorflow==2.9.3
\ No newline at end of file
+tensorflow==2.11.1
\ No newline at end of file