diff --git a/pkg/scheduler/core/extender_test.go b/pkg/scheduler/core/extender_test.go
index 4d29451349f..975c54390fd 100644
--- a/pkg/scheduler/core/extender_test.go
+++ b/pkg/scheduler/core/extender_test.go
@@ -593,7 +593,6 @@ func TestGenericSchedulerWithExtenders(t *testing.T) {
 				informerFactory.Core().V1().PersistentVolumeClaims().Lister(),
 				informerFactory.Policy().V1beta1().PodDisruptionBudgets().Lister(),
 				false,
-				false,
 				schedulerapi.DefaultPercentageOfNodesToScore,
 				false)
 			podIgnored := &v1.Pod{}
diff --git a/pkg/scheduler/core/generic_scheduler.go b/pkg/scheduler/core/generic_scheduler.go
index 8f76a128e5a..93c04b28c5b 100644
--- a/pkg/scheduler/core/generic_scheduler.go
+++ b/pkg/scheduler/core/generic_scheduler.go
@@ -157,7 +157,6 @@ type genericScheduler struct {
 	prioritizers             []priorities.PriorityConfig
 	framework                framework.Framework
 	extenders                []algorithm.SchedulerExtender
-	alwaysCheckAllPredicates bool
 	nodeInfoSnapshot         *nodeinfosnapshot.Snapshot
 	volumeBinder             *volumebinder.VolumeBinder
 	pvcLister                corelisters.PersistentVolumeClaimLister
@@ -1134,7 +1133,7 @@ func podPassesBasicChecks(pod *v1.Pod, pvcLister corelisters.PersistentVolumeCla
 }
 
 // NewGenericScheduler creates a genericScheduler object.
-// TODO(Huang-Wei): remove 'predicates' and 'alwaysCheckAllPredicates'.
+// TODO(Huang-Wei): remove 'predicates'.
 func NewGenericScheduler(
 	cache internalcache.Cache,
 	podQueue internalqueue.SchedulingQueue,
@@ -1146,7 +1145,6 @@ func NewGenericScheduler(
 	volumeBinder *volumebinder.VolumeBinder,
 	pvcLister corelisters.PersistentVolumeClaimLister,
 	pdbLister policylisters.PodDisruptionBudgetLister,
-	alwaysCheckAllPredicates bool,
 	disablePreemption bool,
 	percentageOfNodesToScore int32,
 	enableNonPreempting bool) ScheduleAlgorithm {
@@ -1161,7 +1159,6 @@ func NewGenericScheduler(
 		volumeBinder:             volumeBinder,
 		pvcLister:                pvcLister,
 		pdbLister:                pdbLister,
-		alwaysCheckAllPredicates: alwaysCheckAllPredicates,
 		disablePreemption:        disablePreemption,
 		percentageOfNodesToScore: percentageOfNodesToScore,
 		enableNonPreempting:      enableNonPreempting,
diff --git a/pkg/scheduler/core/generic_scheduler_test.go b/pkg/scheduler/core/generic_scheduler_test.go
index 4437d16ecf7..39a19de0d22 100644
--- a/pkg/scheduler/core/generic_scheduler_test.go
+++ b/pkg/scheduler/core/generic_scheduler_test.go
@@ -370,15 +370,14 @@ func TestGenericScheduler(t *testing.T) {
 	defer algorithmpredicates.SetPredicatesOrderingDuringTest(order)()
 
 	tests := []struct {
-		name                     string
-		registerPlugins          []st.RegisterPluginFunc
-		alwaysCheckAllPredicates bool
-		nodes                    []string
-		pvcs                     []v1.PersistentVolumeClaim
-		pod                      *v1.Pod
-		pods                     []*v1.Pod
-		expectedHosts            sets.String
-		wErr                     error
+		name            string
+		registerPlugins []st.RegisterPluginFunc
+		nodes           []string
+		pvcs            []v1.PersistentVolumeClaim
+		pod             *v1.Pod
+		pods            []*v1.Pod
+		expectedHosts   sets.String
+		wErr            error
 	}{
 		{
 			registerPlugins: []st.RegisterPluginFunc{
@@ -789,7 +788,6 @@ func TestGenericScheduler(t *testing.T) {
 				cache,
 				internalqueue.NewSchedulingQueue(nil),
 				nil,
-				// test.prioritizers,
 				priorities.EmptyMetadataProducer,
 				snapshot,
 				fwk,
@@ -797,7 +795,6 @@ func TestGenericScheduler(t *testing.T) {
 				nil,
 				pvcLister,
 				informerFactory.Policy().V1beta1().PodDisruptionBudgets().Lister(),
-				test.alwaysCheckAllPredicates,
 				false,
 				schedulerapi.DefaultPercentageOfNodesToScore,
 				false)
@@ -839,7 +836,7 @@ func makeScheduler(nodes []*v1.Node, fns ...st.RegisterPluginFunc) *genericSched
 		priorities.EmptyMetadataProducer,
 		emptySnapshot,
 		fwk,
-		nil, nil, nil, nil, false, false,
+		nil, nil, nil, nil, false,
 		schedulerapi.DefaultPercentageOfNodesToScore, false)
 	cache.UpdateNodeInfoSnapshot(s.(*genericScheduler).nodeInfoSnapshot)
 	return s.(*genericScheduler)
@@ -967,7 +964,7 @@ func TestFindFitPredicateCallCounts(t *testing.T) {
 			priorities.EmptyMetadataProducer,
 			emptySnapshot,
 			fwk,
-			nil, nil, nil, nil, false, false,
+			nil, nil, nil, nil, false,
 			schedulerapi.DefaultPercentageOfNodesToScore, false).(*genericScheduler)
 		cache.UpdateNodeInfoSnapshot(scheduler.nodeInfoSnapshot)
 		queue.UpdateNominatedPodForNode(&v1.Pod{ObjectMeta: metav1.ObjectMeta{UID: types.UID("nominated")}, Spec: v1.PodSpec{Priority: &midPriority}}, "1")
@@ -1168,7 +1165,6 @@ func TestZeroRequest(t *testing.T) {
 				nil,
 				nil,
 				false,
-				false,
 				schedulerapi.DefaultPercentageOfNodesToScore,
 				false).(*genericScheduler)
 			scheduler.nodeInfoSnapshot = snapshot
@@ -1615,7 +1611,6 @@ func TestSelectNodesForPreemption(t *testing.T) {
 				nil,
 				informerFactory.Policy().V1beta1().PodDisruptionBudgets().Lister(),
 				false,
-				false,
 				schedulerapi.DefaultPercentageOfNodesToScore,
 				false)
 			g := scheduler.(*genericScheduler)
@@ -2363,7 +2358,6 @@ func TestPreempt(t *testing.T) {
 				informerFactory.Core().V1().PersistentVolumeClaims().Lister(),
 				informerFactory.Policy().V1beta1().PodDisruptionBudgets().Lister(),
 				false,
-				false,
 				schedulerapi.DefaultPercentageOfNodesToScore,
 				true)
 			state := framework.NewCycleState()
diff --git a/pkg/scheduler/factory.go b/pkg/scheduler/factory.go
index 9f1d6215fb1..b93389167b4 100644
--- a/pkg/scheduler/factory.go
+++ b/pkg/scheduler/factory.go
@@ -86,9 +86,6 @@ type Configurator struct {
 	// Handles volume binding decisions
 	volumeBinder *volumebinder.VolumeBinder
 
-	// Always check all predicates even if the middle of one predicate fails.
-	alwaysCheckAllPredicates bool
-
 	// Disable pod preemption or not.
 	disablePreemption bool
 
@@ -204,11 +201,6 @@ func (c *Configurator) CreateFromConfig(policy schedulerapi.Policy) (*Scheduler,
 	if policy.HardPodAffinitySymmetricWeight != 0 {
 		c.hardPodAffinitySymmetricWeight = policy.HardPodAffinitySymmetricWeight
 	}
-	// When AlwaysCheckAllPredicates is set to true, scheduler checks all the configured
-	// predicates even after one or more of them fails.
-	if policy.AlwaysCheckAllPredicates {
-		c.alwaysCheckAllPredicates = policy.AlwaysCheckAllPredicates
-	}
 
 	return c.CreateFromKeys(predicateKeys, priorityKeys, extenders)
 }
@@ -289,7 +281,6 @@ func (c *Configurator) CreateFromKeys(predicateKeys, priorityKeys sets.String, e
 		c.volumeBinder,
 		c.informerFactory.Core().V1().PersistentVolumeClaims().Lister(),
 		GetPodDisruptionBudgetLister(c.informerFactory),
-		c.alwaysCheckAllPredicates,
 		c.disablePreemption,
 		c.percentageOfNodesToScore,
 		c.enableNonPreempting,
diff --git a/pkg/scheduler/scheduler_test.go b/pkg/scheduler/scheduler_test.go
index 6bafebd2a38..052734f8e63 100644
--- a/pkg/scheduler/scheduler_test.go
+++ b/pkg/scheduler/scheduler_test.go
@@ -695,7 +695,6 @@ func setupTestScheduler(queuedPodStore *clientcache.FIFO, scache internalcache.C
 		informerFactory.Core().V1().PersistentVolumeClaims().Lister(),
 		informerFactory.Policy().V1beta1().PodDisruptionBudgets().Lister(),
 		false,
-		false,
 		schedulerapi.DefaultPercentageOfNodesToScore,
 		false,
 	)
@@ -752,7 +751,6 @@ func setupTestSchedulerLongBindingWithRetry(queuedPodStore *clientcache.FIFO, sc
 		informerFactory.Core().V1().PersistentVolumeClaims().Lister(),
 		informerFactory.Policy().V1beta1().PodDisruptionBudgets().Lister(),
 		false,
-		false,
 		schedulerapi.DefaultPercentageOfNodesToScore,
 		false,
 	)