diff --git a/.staroid/Dockerfile.staroid b/.staroid/Dockerfile.staroid
new file mode 100644
index 0000000..b2aa97e
--- /dev/null
+++ b/.staroid/Dockerfile.staroid
@@ -0,0 +1 @@
+RUN conda install cudnn=7.6.5 --yes
diff --git a/.staroid/build.sh b/.staroid/build.sh
index 0d8f9a5..4313787 100755
--- a/.staroid/build.sh
+++ b/.staroid/build.sh
@@ -7,6 +7,9 @@
 ./generate-Dockerfile.sh -s --no-datascience-notebook --no-useful-packages
 cd .build
 
+# apply staroid patch
+cat ../Dockerfile.staroid >> Dockerfile
+
 # print Dockerfile
 cat Dockerfile