diff --git a/README.md b/README.md
index e3b98ff..dbcc3af 100644
--- a/README.md
+++ b/README.md
@@ -91,7 +91,7 @@ stack --docker --docker-image=$IMAGE_NAME build --exec Main
 If you want to use GPU you can do:
 
 ```
-IMAGE_NAME=tensorflow/haskell:1.14.0-gpu
+IMAGE_NAME=tensorflow/haskell:2.3.0-gpu
 docker build -t $IMAGE_NAME docker/gpu
 ```