diff --git a/cluster/gce/config-default.sh b/cluster/gce/config-default.sh
index a88885ecb32..460b09c0069 100755
--- a/cluster/gce/config-default.sh
+++ b/cluster/gce/config-default.sh
@@ -182,7 +182,7 @@ RUNTIME_CONFIG="${KUBE_RUNTIME_CONFIG:-}"
 FEATURE_GATES="${KUBE_FEATURE_GATES:-ExperimentalCriticalPodAnnotation=true}"
 
 if [[ ! -z "${NODE_ACCELERATORS}" ]]; then
-    FEATURE_GATES="${FEATURE_GATES},Accelerators=true"
+    FEATURE_GATES="${FEATURE_GATES},DevicePlugins=true"
 fi
 
 # Optional: Install cluster DNS.
diff --git a/cluster/gce/config-test.sh b/cluster/gce/config-test.sh
index 426ac4f3a92..94b36e69921 100755
--- a/cluster/gce/config-test.sh
+++ b/cluster/gce/config-test.sh
@@ -109,7 +109,7 @@ RUNTIME_CONFIG="${KUBE_RUNTIME_CONFIG:-}"
 FEATURE_GATES="${KUBE_FEATURE_GATES:-ExperimentalCriticalPodAnnotation=true}"
 
 if [[ ! -z "${NODE_ACCELERATORS}" ]]; then
-    FEATURE_GATES="${FEATURE_GATES},Accelerators=true"
+    FEATURE_GATES="${FEATURE_GATES},DevicePlugins=true"
 fi
 
 TERMINATED_POD_GC_THRESHOLD=${TERMINATED_POD_GC_THRESHOLD:-100}