diff --git a/pkg/scheduler/plugins/devicescore/devicescore.go b/pkg/scheduler/plugins/devicescore/devicescore.go
new file mode 100644
index 00000000000..bccc96257f8
--- /dev/null
+++ b/pkg/scheduler/plugins/devicescore/devicescore.go
@@ -0,0 +1,65 @@
+/*
+Copyright 2018 The Kubernetes Authors.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+
+package devicescore
+
+import (
+	"k8s.io/klog/v2"
+
+	"volcano.sh/volcano/pkg/scheduler/api"
+	"volcano.sh/volcano/pkg/scheduler/framework"
+)
+
+// PluginName indicates name of volcano scheduler plugin.
+const PluginName = "devicescore"
+
+type priorityPlugin struct {
+	// Arguments given for the plugin
+	pluginArguments framework.Arguments
+}
+
+// New return priority plugin
+func New(arguments framework.Arguments) framework.Plugin {
+	return &priorityPlugin{pluginArguments: arguments}
+}
+
+func (pp *priorityPlugin) Name() string {
+	return PluginName
+}
+
+func (pp *priorityPlugin) OnSessionOpen(ssn *framework.Session) {
+	ssn.AddNodeOrderFn(pp.Name(), func(task *api.TaskInfo, node *api.NodeInfo) (float64, error) {
+		score := float64(0)
+		for _, val := range api.RegisteredDevices {
+			if devices, ok := node.Others[val].(api.Devices); ok {
+				if !devices.HasDeviceRequest(task.Pod) {
+					continue
+				}
+				tmp, err := devices.ScoreNode(task.Pod)
+				if err != nil {
+					klog.Warningln("scoreNode failed in predicate nodeorderFn", err.Error())
+					return 0, err
+				}
+				score += tmp
+			} else {
+				klog.Warningf("Devices %s assertion conversion failed, skip", val)
+			}
+		}
+		return score, nil
+	})
+}
+
+func (pp *priorityPlugin) OnSessionClose(ssn *framework.Session) {}
diff --git a/pkg/scheduler/plugins/predicates/predicates.go b/pkg/scheduler/plugins/predicates/predicates.go
index 64ae724613f..c4d61108515 100644
--- a/pkg/scheduler/plugins/predicates/predicates.go
+++ b/pkg/scheduler/plugins/predicates/predicates.go
@@ -393,26 +393,6 @@ func (pp *predicatesPlugin) OnSessionOpen(ssn *framework.Session) {
 		return nil
 	})
 
-	ssn.AddNodeOrderFn(pp.Name(), func(task *api.TaskInfo, node *api.NodeInfo) (float64, error) {
-		score := float64(0)
-		for _, val := range api.RegisteredDevices {
-			if devices, ok := node.Others[val].(api.Devices); ok {
-				if !devices.HasDeviceRequest(task.Pod) {
-					continue
-				}
-				tmp, err := devices.ScoreNode(task.Pod)
-				if err != nil {
-					klog.Warningln("scoreNode failed in predicate nodeorderFn", err.Error())
-					return 0, err
-				}
-				score += tmp
-			} else {
-				klog.Warningf("Devices %s assertion conversion failed, skip", val)
-			}
-		}
-		return score, nil
-	})
-
 	ssn.AddPredicateFn(pp.Name(), func(task *api.TaskInfo, node *api.NodeInfo) error {
 		nodeInfo, found := nodeMap[node.Name]
 		if !found {