diff --git a/ubuntu16.04/Dockerfile b/ubuntu16.04/Dockerfile
index 562d7e0b1..5038eabc8 100644
--- a/ubuntu16.04/Dockerfile
+++ b/ubuntu16.04/Dockerfile
@@ -1,4 +1,4 @@
-FROM nvcr.io/nvidia/cuda:11.3.0-base-ubuntu16.04
+FROM nvcr.io/nvidia/cuda:11.3.1-base-ubuntu16.04
 
 ENV NVIDIA_VISIBLE_DEVICES=void