diff --git a/gpu.Dockerfile b/gpu.Dockerfile
index e37c76a7..1c0a8db6 100644
--- a/gpu.Dockerfile
+++ b/gpu.Dockerfile
@@ -1,4 +1,4 @@
-FROM nvidia/cuda:11.2.0-devel-ubuntu20.04 AS builder
+FROM nvidia/cuda:11.2.2-devel-ubuntu20.04 AS builder
 
 # Env variables
 ENV DEBIAN_FRONTEND=noninteractive \
@@ -21,7 +21,7 @@ RUN bash configure.sh clean
 
 ### Use a second image for the final asset to reduce the number and
 # size of the layers.
-FROM nvidia/cuda:11.2.0-runtime-ubuntu20.04
+FROM nvidia/cuda:11.2.2-runtime-ubuntu20.04
 #FROM nvidia/cuda:11.2.0-devel-ubuntu20.04
 
 # Env variables