diff --git a/config/crd/bases/config.katalyst.kubewharf.io_hyperparameterconfigurations.yaml b/config/crd/bases/config.katalyst.kubewharf.io_hyperparameterconfigurations.yaml
new file mode 100644
index 0000000..bcb7de8
--- /dev/null
+++ b/config/crd/bases/config.katalyst.kubewharf.io_hyperparameterconfigurations.yaml
@@ -0,0 +1,142 @@
+---
+apiVersion: apiextensions.k8s.io/v1
+kind: CustomResourceDefinition
+metadata:
+  annotations:
+    controller-gen.kubebuilder.io/version: v0.9.0
+  creationTimestamp: null
+  name: hyperparameterconfigurations.config.katalyst.kubewharf.io
+spec:
+  group: config.katalyst.kubewharf.io
+  names:
+    kind: HyperParameterConfiguration
+    listKind: HyperParameterConfigurationList
+    plural: hyperparameterconfigurations
+    shortNames:
+    - hpc
+    singular: hyperparameterconfiguration
+  scope: Namespaced
+  versions:
+  - additionalPrinterColumns:
+    - jsonPath: .metadata.creationTimestamp
+      name: AGE
+      type: date
+    - jsonPath: .spec.nodeLabelSelector
+      name: SELECTOR
+      type: string
+    - jsonPath: .spec.priority
+      name: PRIORITY
+      type: string
+    - jsonPath: .spec.ephemeralSelector.nodeNames
+      name: NODES
+      type: string
+    - jsonPath: .spec.ephemeralSelector.lastDuration
+      name: DURATION
+      type: string
+    - jsonPath: .status.conditions[?(@.type=="Valid")].status
+      name: VALID
+      type: string
+    - jsonPath: .status.conditions[?(@.type=="Valid")].reason
+      name: REASON
+      type: string
+    - jsonPath: .status.conditions[?(@.type=="Valid")].message
+      name: MESSAGE
+      type: string
+    name: v1alpha1
+    schema:
+      openAPIV3Schema:
+        description: HyperParameterConfiguration is the Schema for the hyperparameterconfigurations
+          API
+        properties:
+          apiVersion:
+            description: 'APIVersion defines the versioned schema of this representation
+              of an object. Servers should convert recognized schemas to the latest
+              internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
+            type: string
+          kind:
+            description: 'Kind is a string value representing the REST resource this
+              object represents. Servers may infer this from the endpoint the client
+              submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
+            type: string
+          metadata:
+            type: object
+          spec:
+            description: HyperParameterConfigurationSpec defines the desired state
+              of HyperParameterConfiguration
+            properties:
+              config:
+                properties:
+                  borweinProvisionConfig:
+                    description: BorweinProvisionConfig is configuration related to
+                      Borwein provision policy
+                    properties:
+                      borweinProvisionParams:
+                        description: BorweinProvisionParams is the list of parameter
+                          set for Borwein provision policy
+                        items:
+                          properties:
+                            indicatorTargetOffsetMax:
+                              type: number
+                            indicatorTargetOffsetMin:
+                              type: number
+                            indicatorTargetRampDownStep:
+                              type: number
+                            indicatorTargetRampUpStep:
+                              type: number
+                            modelAbnormalRatioThreshold:
+                              type: number
+                            paramID:
+                              type: integer
+                            paramVersion:
+                              type: integer
+                          type: object
+                        type: array
+                    type: object
+                type: object
+            type: object
+          status:
+            properties:
+              collisionCount:
+                description: Count of hash collisions for this cr. The kcc controller
+                  uses this field as a collision avoidance mechanism when it needs
+                  to create the name for the newest ControllerRevision.
+                format: int32
+                type: integer
+              conditions:
+                description: Represents the latest available observations of a config's
+                  current state.
+                items:
+                  properties:
+                    lastTransitionTime:
+                      description: Last time the condition transit from one status
+                        to another.
+                      format: date-time
+                      type: string
+                    message:
+                      description: message is a human-readable explanation containing
+                        details about the transition
+                      type: string
+                    reason:
+                      description: reason is the reason for the condition's last transition.
+                      type: string
+                    status:
+                      description: Status of the condition, one of True, False, Unknown.
+                      type: string
+                    type:
+                      description: Type of config condition
+                      type: string
+                  required:
+                  - status
+                  - type
+                  type: object
+                type: array
+              observedGeneration:
+                description: The most recent generation observed by the kcc controller.
+                format: int64
+                type: integer
+            type: object
+        type: object
+    served: true
+    storage: true
+    subresources:
+      status: {}
diff --git a/pkg/apis/config/v1alpha1/hpc.go b/pkg/apis/config/v1alpha1/hpc.go
new file mode 100644
index 0000000..58f62ba
--- /dev/null
+++ b/pkg/apis/config/v1alpha1/hpc.go
@@ -0,0 +1,92 @@
+/*
+Copyright 2022 The Katalyst 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 v1alpha1
+
+import (
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+)
+
+// +genclient
+// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object
+// +kubebuilder:object:root=true
+// +kubebuilder:resource:path=hyperparameterconfigurations,shortName=hpc
+// +kubebuilder:subresource:status
+// +kubebuilder:printcolumn:name="AGE",type=date,JSONPath=.metadata.creationTimestamp
+// +kubebuilder:printcolumn:name="SELECTOR",type=string,JSONPath=".spec.nodeLabelSelector"
+// +kubebuilder:printcolumn:name="PRIORITY",type=string,JSONPath=".spec.priority"
+// +kubebuilder:printcolumn:name="NODES",type=string,JSONPath=".spec.ephemeralSelector.nodeNames"
+// +kubebuilder:printcolumn:name="DURATION",type=string,JSONPath=".spec.ephemeralSelector.lastDuration"
+// +kubebuilder:printcolumn:name="VALID",type=string,JSONPath=".status.conditions[?(@.type==\"Valid\")].status"
+// +kubebuilder:printcolumn:name="REASON",type=string,JSONPath=".status.conditions[?(@.type==\"Valid\")].reason"
+// +kubebuilder:printcolumn:name="MESSAGE",type=string,JSONPath=".status.conditions[?(@.type==\"Valid\")].message"
+
+// HyperParameterConfiguration is the Schema for the hyperparameterconfigurations API
+type HyperParameterConfiguration struct {
+	metav1.TypeMeta   `json:",inline"`
+	metav1.ObjectMeta `json:"metadata,omitempty"`
+
+	Spec   HyperParameterConfigurationSpec `json:"spec,omitempty"`
+	Status GenericConfigStatus             `json:"status,omitempty"`
+}
+
+// +k8s:deepcopy-gen:interfaces=k8s.io/apimachinery/pkg/runtime.Object
+// +kubebuilder:object:root=true
+
+// HyperParameterConfigurationList contains a list of HyperParameterConfiguration
+type HyperParameterConfigurationList struct {
+	metav1.TypeMeta `json:",inline"`
+	metav1.ListMeta `json:"metadata,omitempty"`
+
+	Items []HyperParameterConfiguration `json:"items"`
+}
+
+// HyperParameterConfigurationSpec defines the desired state of HyperParameterConfiguration
+type HyperParameterConfigurationSpec struct {
+	// INSERT ADDITIONAL SPEC FIELDS - desired state of cluster
+	// Important: Run "make" to regenerate code after modifying this file
+
+	Config HyperParameterConfig `json:"config,omitempty"`
+}
+
+type BorweinProvisionParam struct {
+	// +optional
+	ModelAbnormalRatioThreshold float64 `json:"modelAbnormalRatioThreshold,omitempty"`
+	// +optional
+	IndicatorTargetOffsetMax float64 `json:"indicatorTargetOffsetMax,omitempty"`
+	// +optional
+	IndicatorTargetOffsetMin float64 `json:"indicatorTargetOffsetMin,omitempty"`
+	// +optional
+	IndicatorTargetRampUpStep float64 `json:"indicatorTargetRampUpStep,omitempty"`
+	// +optional
+	IndicatorTargetRampDownStep float64 `json:"indicatorTargetRampDownStep,omitempty"`
+	// +optional
+	ParamVersion int `json:"paramVersion,omitempty"`
+	// +optional
+	ParamID int `json:"paramID,omitempty"`
+}
+
+type BorweinProvisionConfig struct {
+	// BorweinProvisionParams is the list of parameter set for Borwein provision policy
+	// +optional
+	BorweinProvisionParams []BorweinProvisionParam `json:"borweinProvisionParams,omitempty"`
+}
+
+type HyperParameterConfig struct {
+	// BorweinProvisionConfig is configuration related to Borwein provision policy
+	// +optional
+	BorweinProvisionConfig *BorweinProvisionConfig `json:"borweinProvisionConfig,omitempty"`
+}
diff --git a/pkg/apis/config/v1alpha1/register.go b/pkg/apis/config/v1alpha1/register.go
index 894a6d9..45d085a 100644
--- a/pkg/apis/config/v1alpha1/register.go
+++ b/pkg/apis/config/v1alpha1/register.go
@@ -41,11 +41,12 @@ var SchemeGroupVersion = schema.GroupVersion{Group: GroupName, Version: "v1alpha
 
 // ResourceName const is used to construct standard gvr
 const (
-	ResourceNameKatalystCustomConfigs  = "katalystcustomconfigs"
-	ResourceNameCustomNodeConfigs      = "customnodeconfigs"
-	ResourceNameAdminQoSConfigurations = "adminqosconfigurations"
-	ResourceNameAuthConfigurations     = "authconfigurations"
-	ResourceNameTMOConfigurations      = "transparentmemoryoffloadingconfigurations"
+	ResourceNameKatalystCustomConfigs        = "katalystcustomconfigs"
+	ResourceNameCustomNodeConfigs            = "customnodeconfigs"
+	ResourceNameAdminQoSConfigurations       = "adminqosconfigurations"
+	ResourceNameAuthConfigurations           = "authconfigurations"
+	ResourceNameTMOConfigurations            = "transparentmemoryoffloadingconfigurations"
+	ResourceNameHyperParameterConfigurations = "hyperparameterconfigurations"
 )
 
 // Resource takes an unqualified resource and returns a Group qualified GroupResource
@@ -81,6 +82,8 @@ func addKnownTypes(scheme *runtime.Scheme) error {
 		&AuthConfigurationList{},
 		&TransparentMemoryOffloadingConfiguration{},
 		&TransparentMemoryOffloadingConfigurationList{},
+		&HyperParameterConfiguration{},
+		&HyperParameterConfigurationList{},
 	)
 
 	metav1.AddToGroupVersion(scheme, SchemeGroupVersion)
diff --git a/pkg/apis/config/v1alpha1/zz_generated.deepcopy.go b/pkg/apis/config/v1alpha1/zz_generated.deepcopy.go
index b790105..1aa6e3f 100644
--- a/pkg/apis/config/v1alpha1/zz_generated.deepcopy.go
+++ b/pkg/apis/config/v1alpha1/zz_generated.deepcopy.go
@@ -325,6 +325,43 @@ func (in *BasicAuthConfig) DeepCopy() *BasicAuthConfig {
 	return out
 }
 
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *BorweinProvisionConfig) DeepCopyInto(out *BorweinProvisionConfig) {
+	*out = *in
+	if in.BorweinProvisionParams != nil {
+		in, out := &in.BorweinProvisionParams, &out.BorweinProvisionParams
+		*out = make([]BorweinProvisionParam, len(*in))
+		copy(*out, *in)
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new BorweinProvisionConfig.
+func (in *BorweinProvisionConfig) DeepCopy() *BorweinProvisionConfig {
+	if in == nil {
+		return nil
+	}
+	out := new(BorweinProvisionConfig)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *BorweinProvisionParam) DeepCopyInto(out *BorweinProvisionParam) {
+	*out = *in
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new BorweinProvisionParam.
+func (in *BorweinProvisionParam) DeepCopy() *BorweinProvisionParam {
+	if in == nil {
+		return nil
+	}
+	out := new(BorweinProvisionParam)
+	in.DeepCopyInto(out)
+	return out
+}
+
 // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
 func (in *CPUHeadroomConfig) DeepCopyInto(out *CPUHeadroomConfig) {
 	*out = *in
@@ -702,6 +739,105 @@ func (in *GenericConfigStatus) DeepCopy() *GenericConfigStatus {
 	return out
 }
 
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *HyperParameterConfig) DeepCopyInto(out *HyperParameterConfig) {
+	*out = *in
+	if in.BorweinProvisionConfig != nil {
+		in, out := &in.BorweinProvisionConfig, &out.BorweinProvisionConfig
+		*out = new(BorweinProvisionConfig)
+		(*in).DeepCopyInto(*out)
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterConfig.
+func (in *HyperParameterConfig) DeepCopy() *HyperParameterConfig {
+	if in == nil {
+		return nil
+	}
+	out := new(HyperParameterConfig)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *HyperParameterConfiguration) DeepCopyInto(out *HyperParameterConfiguration) {
+	*out = *in
+	out.TypeMeta = in.TypeMeta
+	in.ObjectMeta.DeepCopyInto(&out.ObjectMeta)
+	in.Spec.DeepCopyInto(&out.Spec)
+	in.Status.DeepCopyInto(&out.Status)
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterConfiguration.
+func (in *HyperParameterConfiguration) DeepCopy() *HyperParameterConfiguration {
+	if in == nil {
+		return nil
+	}
+	out := new(HyperParameterConfiguration)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
+func (in *HyperParameterConfiguration) DeepCopyObject() runtime.Object {
+	if c := in.DeepCopy(); c != nil {
+		return c
+	}
+	return nil
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *HyperParameterConfigurationList) DeepCopyInto(out *HyperParameterConfigurationList) {
+	*out = *in
+	out.TypeMeta = in.TypeMeta
+	in.ListMeta.DeepCopyInto(&out.ListMeta)
+	if in.Items != nil {
+		in, out := &in.Items, &out.Items
+		*out = make([]HyperParameterConfiguration, len(*in))
+		for i := range *in {
+			(*in)[i].DeepCopyInto(&(*out)[i])
+		}
+	}
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterConfigurationList.
+func (in *HyperParameterConfigurationList) DeepCopy() *HyperParameterConfigurationList {
+	if in == nil {
+		return nil
+	}
+	out := new(HyperParameterConfigurationList)
+	in.DeepCopyInto(out)
+	return out
+}
+
+// DeepCopyObject is an autogenerated deepcopy function, copying the receiver, creating a new runtime.Object.
+func (in *HyperParameterConfigurationList) DeepCopyObject() runtime.Object {
+	if c := in.DeepCopy(); c != nil {
+		return c
+	}
+	return nil
+}
+
+// DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
+func (in *HyperParameterConfigurationSpec) DeepCopyInto(out *HyperParameterConfigurationSpec) {
+	*out = *in
+	in.Config.DeepCopyInto(&out.Config)
+	return
+}
+
+// DeepCopy is an autogenerated deepcopy function, copying the receiver, creating a new HyperParameterConfigurationSpec.
+func (in *HyperParameterConfigurationSpec) DeepCopy() *HyperParameterConfigurationSpec {
+	if in == nil {
+		return nil
+	}
+	out := new(HyperParameterConfigurationSpec)
+	in.DeepCopyInto(out)
+	return out
+}
+
 // DeepCopyInto is an autogenerated deepcopy function, copying the receiver, writing into out. in must be non-nil.
 func (in *KatalystCustomConfig) DeepCopyInto(out *KatalystCustomConfig) {
 	*out = *in
diff --git a/pkg/client/clientset/versioned/fake/register.go b/pkg/client/clientset/versioned/fake/register.go
index 9aaf89e..0f7d311 100644
--- a/pkg/client/clientset/versioned/fake/register.go
+++ b/pkg/client/clientset/versioned/fake/register.go
@@ -51,14 +51,14 @@ var localSchemeBuilder = runtime.SchemeBuilder{
 // AddToScheme adds all types of this clientset into the given scheme. This allows composition
 // of clientsets, like in:
 //
-//   import (
-//     "k8s.io/client-go/kubernetes"
-//     clientsetscheme "k8s.io/client-go/kubernetes/scheme"
-//     aggregatorclientsetscheme "k8s.io/kube-aggregator/pkg/client/clientset_generated/clientset/scheme"
-//   )
+//	import (
+//	  "k8s.io/client-go/kubernetes"
+//	  clientsetscheme "k8s.io/client-go/kubernetes/scheme"
+//	  aggregatorclientsetscheme "k8s.io/kube-aggregator/pkg/client/clientset_generated/clientset/scheme"
+//	)
 //
-//   kclientset, _ := kubernetes.NewForConfig(c)
-//   _ = aggregatorclientsetscheme.AddToScheme(clientsetscheme.Scheme)
+//	kclientset, _ := kubernetes.NewForConfig(c)
+//	_ = aggregatorclientsetscheme.AddToScheme(clientsetscheme.Scheme)
 //
 // After this, RawExtensions in Kubernetes types will serialize kube-aggregator types
 // correctly.
diff --git a/pkg/client/clientset/versioned/scheme/register.go b/pkg/client/clientset/versioned/scheme/register.go
index ffa9cdb..17ad6fb 100644
--- a/pkg/client/clientset/versioned/scheme/register.go
+++ b/pkg/client/clientset/versioned/scheme/register.go
@@ -51,14 +51,14 @@ var localSchemeBuilder = runtime.SchemeBuilder{
 // AddToScheme adds all types of this clientset into the given scheme. This allows composition
 // of clientsets, like in:
 //
-//   import (
-//     "k8s.io/client-go/kubernetes"
-//     clientsetscheme "k8s.io/client-go/kubernetes/scheme"
-//     aggregatorclientsetscheme "k8s.io/kube-aggregator/pkg/client/clientset_generated/clientset/scheme"
-//   )
+//	import (
+//	  "k8s.io/client-go/kubernetes"
+//	  clientsetscheme "k8s.io/client-go/kubernetes/scheme"
+//	  aggregatorclientsetscheme "k8s.io/kube-aggregator/pkg/client/clientset_generated/clientset/scheme"
+//	)
 //
-//   kclientset, _ := kubernetes.NewForConfig(c)
-//   _ = aggregatorclientsetscheme.AddToScheme(clientsetscheme.Scheme)
+//	kclientset, _ := kubernetes.NewForConfig(c)
+//	_ = aggregatorclientsetscheme.AddToScheme(clientsetscheme.Scheme)
 //
 // After this, RawExtensions in Kubernetes types will serialize kube-aggregator types
 // correctly.
diff --git a/pkg/client/clientset/versioned/typed/config/v1alpha1/config_client.go b/pkg/client/clientset/versioned/typed/config/v1alpha1/config_client.go
index c9725c7..f2d9bca 100644
--- a/pkg/client/clientset/versioned/typed/config/v1alpha1/config_client.go
+++ b/pkg/client/clientset/versioned/typed/config/v1alpha1/config_client.go
@@ -29,6 +29,7 @@ import (
 type ConfigV1alpha1Interface interface {
 	RESTClient() rest.Interface
 	CustomNodeConfigsGetter
+	HyperParameterConfigurationsGetter
 	KatalystCustomConfigsGetter
 }
 
@@ -41,6 +42,10 @@ func (c *ConfigV1alpha1Client) CustomNodeConfigs() CustomNodeConfigInterface {
 	return newCustomNodeConfigs(c)
 }
 
+func (c *ConfigV1alpha1Client) HyperParameterConfigurations(namespace string) HyperParameterConfigurationInterface {
+	return newHyperParameterConfigurations(c, namespace)
+}
+
 func (c *ConfigV1alpha1Client) KatalystCustomConfigs(namespace string) KatalystCustomConfigInterface {
 	return newKatalystCustomConfigs(c, namespace)
 }
diff --git a/pkg/client/clientset/versioned/typed/config/v1alpha1/fake/fake_config_client.go b/pkg/client/clientset/versioned/typed/config/v1alpha1/fake/fake_config_client.go
index a7ce1ed..bf2985b 100644
--- a/pkg/client/clientset/versioned/typed/config/v1alpha1/fake/fake_config_client.go
+++ b/pkg/client/clientset/versioned/typed/config/v1alpha1/fake/fake_config_client.go
@@ -32,6 +32,10 @@ func (c *FakeConfigV1alpha1) CustomNodeConfigs() v1alpha1.CustomNodeConfigInterf
 	return &FakeCustomNodeConfigs{c}
 }
 
+func (c *FakeConfigV1alpha1) HyperParameterConfigurations(namespace string) v1alpha1.HyperParameterConfigurationInterface {
+	return &FakeHyperParameterConfigurations{c, namespace}
+}
+
 func (c *FakeConfigV1alpha1) KatalystCustomConfigs(namespace string) v1alpha1.KatalystCustomConfigInterface {
 	return &FakeKatalystCustomConfigs{c, namespace}
 }
diff --git a/pkg/client/clientset/versioned/typed/config/v1alpha1/fake/fake_hyperparameterconfiguration.go b/pkg/client/clientset/versioned/typed/config/v1alpha1/fake/fake_hyperparameterconfiguration.go
new file mode 100644
index 0000000..d9b1e00
--- /dev/null
+++ b/pkg/client/clientset/versioned/typed/config/v1alpha1/fake/fake_hyperparameterconfiguration.go
@@ -0,0 +1,142 @@
+/*
+Copyright 2022 The Katalyst 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.
+*/
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package fake
+
+import (
+	"context"
+
+	v1alpha1 "github.com/kubewharf/katalyst-api/pkg/apis/config/v1alpha1"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	labels "k8s.io/apimachinery/pkg/labels"
+	schema "k8s.io/apimachinery/pkg/runtime/schema"
+	types "k8s.io/apimachinery/pkg/types"
+	watch "k8s.io/apimachinery/pkg/watch"
+	testing "k8s.io/client-go/testing"
+)
+
+// FakeHyperParameterConfigurations implements HyperParameterConfigurationInterface
+type FakeHyperParameterConfigurations struct {
+	Fake *FakeConfigV1alpha1
+	ns   string
+}
+
+var hyperparameterconfigurationsResource = schema.GroupVersionResource{Group: "config.katalyst.kubewharf.io", Version: "v1alpha1", Resource: "hyperparameterconfigurations"}
+
+var hyperparameterconfigurationsKind = schema.GroupVersionKind{Group: "config.katalyst.kubewharf.io", Version: "v1alpha1", Kind: "HyperParameterConfiguration"}
+
+// Get takes name of the hyperParameterConfiguration, and returns the corresponding hyperParameterConfiguration object, and an error if there is any.
+func (c *FakeHyperParameterConfigurations) Get(ctx context.Context, name string, options v1.GetOptions) (result *v1alpha1.HyperParameterConfiguration, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewGetAction(hyperparameterconfigurationsResource, c.ns, name), &v1alpha1.HyperParameterConfiguration{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*v1alpha1.HyperParameterConfiguration), err
+}
+
+// List takes label and field selectors, and returns the list of HyperParameterConfigurations that match those selectors.
+func (c *FakeHyperParameterConfigurations) List(ctx context.Context, opts v1.ListOptions) (result *v1alpha1.HyperParameterConfigurationList, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewListAction(hyperparameterconfigurationsResource, hyperparameterconfigurationsKind, c.ns, opts), &v1alpha1.HyperParameterConfigurationList{})
+
+	if obj == nil {
+		return nil, err
+	}
+
+	label, _, _ := testing.ExtractFromListOptions(opts)
+	if label == nil {
+		label = labels.Everything()
+	}
+	list := &v1alpha1.HyperParameterConfigurationList{ListMeta: obj.(*v1alpha1.HyperParameterConfigurationList).ListMeta}
+	for _, item := range obj.(*v1alpha1.HyperParameterConfigurationList).Items {
+		if label.Matches(labels.Set(item.Labels)) {
+			list.Items = append(list.Items, item)
+		}
+	}
+	return list, err
+}
+
+// Watch returns a watch.Interface that watches the requested hyperParameterConfigurations.
+func (c *FakeHyperParameterConfigurations) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) {
+	return c.Fake.
+		InvokesWatch(testing.NewWatchAction(hyperparameterconfigurationsResource, c.ns, opts))
+
+}
+
+// Create takes the representation of a hyperParameterConfiguration and creates it.  Returns the server's representation of the hyperParameterConfiguration, and an error, if there is any.
+func (c *FakeHyperParameterConfigurations) Create(ctx context.Context, hyperParameterConfiguration *v1alpha1.HyperParameterConfiguration, opts v1.CreateOptions) (result *v1alpha1.HyperParameterConfiguration, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewCreateAction(hyperparameterconfigurationsResource, c.ns, hyperParameterConfiguration), &v1alpha1.HyperParameterConfiguration{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*v1alpha1.HyperParameterConfiguration), err
+}
+
+// Update takes the representation of a hyperParameterConfiguration and updates it. Returns the server's representation of the hyperParameterConfiguration, and an error, if there is any.
+func (c *FakeHyperParameterConfigurations) Update(ctx context.Context, hyperParameterConfiguration *v1alpha1.HyperParameterConfiguration, opts v1.UpdateOptions) (result *v1alpha1.HyperParameterConfiguration, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewUpdateAction(hyperparameterconfigurationsResource, c.ns, hyperParameterConfiguration), &v1alpha1.HyperParameterConfiguration{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*v1alpha1.HyperParameterConfiguration), err
+}
+
+// UpdateStatus was generated because the type contains a Status member.
+// Add a +genclient:noStatus comment above the type to avoid generating UpdateStatus().
+func (c *FakeHyperParameterConfigurations) UpdateStatus(ctx context.Context, hyperParameterConfiguration *v1alpha1.HyperParameterConfiguration, opts v1.UpdateOptions) (*v1alpha1.HyperParameterConfiguration, error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewUpdateSubresourceAction(hyperparameterconfigurationsResource, "status", c.ns, hyperParameterConfiguration), &v1alpha1.HyperParameterConfiguration{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*v1alpha1.HyperParameterConfiguration), err
+}
+
+// Delete takes name of the hyperParameterConfiguration and deletes it. Returns an error if one occurs.
+func (c *FakeHyperParameterConfigurations) Delete(ctx context.Context, name string, opts v1.DeleteOptions) error {
+	_, err := c.Fake.
+		Invokes(testing.NewDeleteActionWithOptions(hyperparameterconfigurationsResource, c.ns, name, opts), &v1alpha1.HyperParameterConfiguration{})
+
+	return err
+}
+
+// DeleteCollection deletes a collection of objects.
+func (c *FakeHyperParameterConfigurations) DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error {
+	action := testing.NewDeleteCollectionAction(hyperparameterconfigurationsResource, c.ns, listOpts)
+
+	_, err := c.Fake.Invokes(action, &v1alpha1.HyperParameterConfigurationList{})
+	return err
+}
+
+// Patch applies the patch and returns the patched hyperParameterConfiguration.
+func (c *FakeHyperParameterConfigurations) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1alpha1.HyperParameterConfiguration, err error) {
+	obj, err := c.Fake.
+		Invokes(testing.NewPatchSubresourceAction(hyperparameterconfigurationsResource, c.ns, name, pt, data, subresources...), &v1alpha1.HyperParameterConfiguration{})
+
+	if obj == nil {
+		return nil, err
+	}
+	return obj.(*v1alpha1.HyperParameterConfiguration), err
+}
diff --git a/pkg/client/clientset/versioned/typed/config/v1alpha1/generated_expansion.go b/pkg/client/clientset/versioned/typed/config/v1alpha1/generated_expansion.go
index 949a4e2..5951de9 100644
--- a/pkg/client/clientset/versioned/typed/config/v1alpha1/generated_expansion.go
+++ b/pkg/client/clientset/versioned/typed/config/v1alpha1/generated_expansion.go
@@ -20,4 +20,6 @@ package v1alpha1
 
 type CustomNodeConfigExpansion interface{}
 
+type HyperParameterConfigurationExpansion interface{}
+
 type KatalystCustomConfigExpansion interface{}
diff --git a/pkg/client/clientset/versioned/typed/config/v1alpha1/hyperparameterconfiguration.go b/pkg/client/clientset/versioned/typed/config/v1alpha1/hyperparameterconfiguration.go
new file mode 100644
index 0000000..a46560e
--- /dev/null
+++ b/pkg/client/clientset/versioned/typed/config/v1alpha1/hyperparameterconfiguration.go
@@ -0,0 +1,195 @@
+/*
+Copyright 2022 The Katalyst 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.
+*/
+
+// Code generated by client-gen. DO NOT EDIT.
+
+package v1alpha1
+
+import (
+	"context"
+	"time"
+
+	v1alpha1 "github.com/kubewharf/katalyst-api/pkg/apis/config/v1alpha1"
+	scheme "github.com/kubewharf/katalyst-api/pkg/client/clientset/versioned/scheme"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	types "k8s.io/apimachinery/pkg/types"
+	watch "k8s.io/apimachinery/pkg/watch"
+	rest "k8s.io/client-go/rest"
+)
+
+// HyperParameterConfigurationsGetter has a method to return a HyperParameterConfigurationInterface.
+// A group's client should implement this interface.
+type HyperParameterConfigurationsGetter interface {
+	HyperParameterConfigurations(namespace string) HyperParameterConfigurationInterface
+}
+
+// HyperParameterConfigurationInterface has methods to work with HyperParameterConfiguration resources.
+type HyperParameterConfigurationInterface interface {
+	Create(ctx context.Context, hyperParameterConfiguration *v1alpha1.HyperParameterConfiguration, opts v1.CreateOptions) (*v1alpha1.HyperParameterConfiguration, error)
+	Update(ctx context.Context, hyperParameterConfiguration *v1alpha1.HyperParameterConfiguration, opts v1.UpdateOptions) (*v1alpha1.HyperParameterConfiguration, error)
+	UpdateStatus(ctx context.Context, hyperParameterConfiguration *v1alpha1.HyperParameterConfiguration, opts v1.UpdateOptions) (*v1alpha1.HyperParameterConfiguration, error)
+	Delete(ctx context.Context, name string, opts v1.DeleteOptions) error
+	DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error
+	Get(ctx context.Context, name string, opts v1.GetOptions) (*v1alpha1.HyperParameterConfiguration, error)
+	List(ctx context.Context, opts v1.ListOptions) (*v1alpha1.HyperParameterConfigurationList, error)
+	Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error)
+	Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1alpha1.HyperParameterConfiguration, err error)
+	HyperParameterConfigurationExpansion
+}
+
+// hyperParameterConfigurations implements HyperParameterConfigurationInterface
+type hyperParameterConfigurations struct {
+	client rest.Interface
+	ns     string
+}
+
+// newHyperParameterConfigurations returns a HyperParameterConfigurations
+func newHyperParameterConfigurations(c *ConfigV1alpha1Client, namespace string) *hyperParameterConfigurations {
+	return &hyperParameterConfigurations{
+		client: c.RESTClient(),
+		ns:     namespace,
+	}
+}
+
+// Get takes name of the hyperParameterConfiguration, and returns the corresponding hyperParameterConfiguration object, and an error if there is any.
+func (c *hyperParameterConfigurations) Get(ctx context.Context, name string, options v1.GetOptions) (result *v1alpha1.HyperParameterConfiguration, err error) {
+	result = &v1alpha1.HyperParameterConfiguration{}
+	err = c.client.Get().
+		Namespace(c.ns).
+		Resource("hyperparameterconfigurations").
+		Name(name).
+		VersionedParams(&options, scheme.ParameterCodec).
+		Do(ctx).
+		Into(result)
+	return
+}
+
+// List takes label and field selectors, and returns the list of HyperParameterConfigurations that match those selectors.
+func (c *hyperParameterConfigurations) List(ctx context.Context, opts v1.ListOptions) (result *v1alpha1.HyperParameterConfigurationList, err error) {
+	var timeout time.Duration
+	if opts.TimeoutSeconds != nil {
+		timeout = time.Duration(*opts.TimeoutSeconds) * time.Second
+	}
+	result = &v1alpha1.HyperParameterConfigurationList{}
+	err = c.client.Get().
+		Namespace(c.ns).
+		Resource("hyperparameterconfigurations").
+		VersionedParams(&opts, scheme.ParameterCodec).
+		Timeout(timeout).
+		Do(ctx).
+		Into(result)
+	return
+}
+
+// Watch returns a watch.Interface that watches the requested hyperParameterConfigurations.
+func (c *hyperParameterConfigurations) Watch(ctx context.Context, opts v1.ListOptions) (watch.Interface, error) {
+	var timeout time.Duration
+	if opts.TimeoutSeconds != nil {
+		timeout = time.Duration(*opts.TimeoutSeconds) * time.Second
+	}
+	opts.Watch = true
+	return c.client.Get().
+		Namespace(c.ns).
+		Resource("hyperparameterconfigurations").
+		VersionedParams(&opts, scheme.ParameterCodec).
+		Timeout(timeout).
+		Watch(ctx)
+}
+
+// Create takes the representation of a hyperParameterConfiguration and creates it.  Returns the server's representation of the hyperParameterConfiguration, and an error, if there is any.
+func (c *hyperParameterConfigurations) Create(ctx context.Context, hyperParameterConfiguration *v1alpha1.HyperParameterConfiguration, opts v1.CreateOptions) (result *v1alpha1.HyperParameterConfiguration, err error) {
+	result = &v1alpha1.HyperParameterConfiguration{}
+	err = c.client.Post().
+		Namespace(c.ns).
+		Resource("hyperparameterconfigurations").
+		VersionedParams(&opts, scheme.ParameterCodec).
+		Body(hyperParameterConfiguration).
+		Do(ctx).
+		Into(result)
+	return
+}
+
+// Update takes the representation of a hyperParameterConfiguration and updates it. Returns the server's representation of the hyperParameterConfiguration, and an error, if there is any.
+func (c *hyperParameterConfigurations) Update(ctx context.Context, hyperParameterConfiguration *v1alpha1.HyperParameterConfiguration, opts v1.UpdateOptions) (result *v1alpha1.HyperParameterConfiguration, err error) {
+	result = &v1alpha1.HyperParameterConfiguration{}
+	err = c.client.Put().
+		Namespace(c.ns).
+		Resource("hyperparameterconfigurations").
+		Name(hyperParameterConfiguration.Name).
+		VersionedParams(&opts, scheme.ParameterCodec).
+		Body(hyperParameterConfiguration).
+		Do(ctx).
+		Into(result)
+	return
+}
+
+// UpdateStatus was generated because the type contains a Status member.
+// Add a +genclient:noStatus comment above the type to avoid generating UpdateStatus().
+func (c *hyperParameterConfigurations) UpdateStatus(ctx context.Context, hyperParameterConfiguration *v1alpha1.HyperParameterConfiguration, opts v1.UpdateOptions) (result *v1alpha1.HyperParameterConfiguration, err error) {
+	result = &v1alpha1.HyperParameterConfiguration{}
+	err = c.client.Put().
+		Namespace(c.ns).
+		Resource("hyperparameterconfigurations").
+		Name(hyperParameterConfiguration.Name).
+		SubResource("status").
+		VersionedParams(&opts, scheme.ParameterCodec).
+		Body(hyperParameterConfiguration).
+		Do(ctx).
+		Into(result)
+	return
+}
+
+// Delete takes name of the hyperParameterConfiguration and deletes it. Returns an error if one occurs.
+func (c *hyperParameterConfigurations) Delete(ctx context.Context, name string, opts v1.DeleteOptions) error {
+	return c.client.Delete().
+		Namespace(c.ns).
+		Resource("hyperparameterconfigurations").
+		Name(name).
+		Body(&opts).
+		Do(ctx).
+		Error()
+}
+
+// DeleteCollection deletes a collection of objects.
+func (c *hyperParameterConfigurations) DeleteCollection(ctx context.Context, opts v1.DeleteOptions, listOpts v1.ListOptions) error {
+	var timeout time.Duration
+	if listOpts.TimeoutSeconds != nil {
+		timeout = time.Duration(*listOpts.TimeoutSeconds) * time.Second
+	}
+	return c.client.Delete().
+		Namespace(c.ns).
+		Resource("hyperparameterconfigurations").
+		VersionedParams(&listOpts, scheme.ParameterCodec).
+		Timeout(timeout).
+		Body(&opts).
+		Do(ctx).
+		Error()
+}
+
+// Patch applies the patch and returns the patched hyperParameterConfiguration.
+func (c *hyperParameterConfigurations) Patch(ctx context.Context, name string, pt types.PatchType, data []byte, opts v1.PatchOptions, subresources ...string) (result *v1alpha1.HyperParameterConfiguration, err error) {
+	result = &v1alpha1.HyperParameterConfiguration{}
+	err = c.client.Patch(pt).
+		Namespace(c.ns).
+		Resource("hyperparameterconfigurations").
+		Name(name).
+		SubResource(subresources...).
+		VersionedParams(&opts, scheme.ParameterCodec).
+		Body(data).
+		Do(ctx).
+		Into(result)
+	return
+}
diff --git a/pkg/client/informers/externalversions/config/v1alpha1/hyperparameterconfiguration.go b/pkg/client/informers/externalversions/config/v1alpha1/hyperparameterconfiguration.go
new file mode 100644
index 0000000..6e2905c
--- /dev/null
+++ b/pkg/client/informers/externalversions/config/v1alpha1/hyperparameterconfiguration.go
@@ -0,0 +1,90 @@
+/*
+Copyright 2022 The Katalyst 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.
+*/
+
+// Code generated by informer-gen. DO NOT EDIT.
+
+package v1alpha1
+
+import (
+	"context"
+	time "time"
+
+	configv1alpha1 "github.com/kubewharf/katalyst-api/pkg/apis/config/v1alpha1"
+	versioned "github.com/kubewharf/katalyst-api/pkg/client/clientset/versioned"
+	internalinterfaces "github.com/kubewharf/katalyst-api/pkg/client/informers/externalversions/internalinterfaces"
+	v1alpha1 "github.com/kubewharf/katalyst-api/pkg/client/listers/config/v1alpha1"
+	v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	runtime "k8s.io/apimachinery/pkg/runtime"
+	watch "k8s.io/apimachinery/pkg/watch"
+	cache "k8s.io/client-go/tools/cache"
+)
+
+// HyperParameterConfigurationInformer provides access to a shared informer and lister for
+// HyperParameterConfigurations.
+type HyperParameterConfigurationInformer interface {
+	Informer() cache.SharedIndexInformer
+	Lister() v1alpha1.HyperParameterConfigurationLister
+}
+
+type hyperParameterConfigurationInformer struct {
+	factory          internalinterfaces.SharedInformerFactory
+	tweakListOptions internalinterfaces.TweakListOptionsFunc
+	namespace        string
+}
+
+// NewHyperParameterConfigurationInformer constructs a new informer for HyperParameterConfiguration type.
+// Always prefer using an informer factory to get a shared informer instead of getting an independent
+// one. This reduces memory footprint and number of connections to the server.
+func NewHyperParameterConfigurationInformer(client versioned.Interface, namespace string, resyncPeriod time.Duration, indexers cache.Indexers) cache.SharedIndexInformer {
+	return NewFilteredHyperParameterConfigurationInformer(client, namespace, resyncPeriod, indexers, nil)
+}
+
+// NewFilteredHyperParameterConfigurationInformer constructs a new informer for HyperParameterConfiguration type.
+// Always prefer using an informer factory to get a shared informer instead of getting an independent
+// one. This reduces memory footprint and number of connections to the server.
+func NewFilteredHyperParameterConfigurationInformer(client versioned.Interface, namespace string, resyncPeriod time.Duration, indexers cache.Indexers, tweakListOptions internalinterfaces.TweakListOptionsFunc) cache.SharedIndexInformer {
+	return cache.NewSharedIndexInformer(
+		&cache.ListWatch{
+			ListFunc: func(options v1.ListOptions) (runtime.Object, error) {
+				if tweakListOptions != nil {
+					tweakListOptions(&options)
+				}
+				return client.ConfigV1alpha1().HyperParameterConfigurations(namespace).List(context.TODO(), options)
+			},
+			WatchFunc: func(options v1.ListOptions) (watch.Interface, error) {
+				if tweakListOptions != nil {
+					tweakListOptions(&options)
+				}
+				return client.ConfigV1alpha1().HyperParameterConfigurations(namespace).Watch(context.TODO(), options)
+			},
+		},
+		&configv1alpha1.HyperParameterConfiguration{},
+		resyncPeriod,
+		indexers,
+	)
+}
+
+func (f *hyperParameterConfigurationInformer) defaultInformer(client versioned.Interface, resyncPeriod time.Duration) cache.SharedIndexInformer {
+	return NewFilteredHyperParameterConfigurationInformer(client, f.namespace, resyncPeriod, cache.Indexers{cache.NamespaceIndex: cache.MetaNamespaceIndexFunc}, f.tweakListOptions)
+}
+
+func (f *hyperParameterConfigurationInformer) Informer() cache.SharedIndexInformer {
+	return f.factory.InformerFor(&configv1alpha1.HyperParameterConfiguration{}, f.defaultInformer)
+}
+
+func (f *hyperParameterConfigurationInformer) Lister() v1alpha1.HyperParameterConfigurationLister {
+	return v1alpha1.NewHyperParameterConfigurationLister(f.Informer().GetIndexer())
+}
diff --git a/pkg/client/informers/externalversions/config/v1alpha1/interface.go b/pkg/client/informers/externalversions/config/v1alpha1/interface.go
index 4912afc..da753cc 100644
--- a/pkg/client/informers/externalversions/config/v1alpha1/interface.go
+++ b/pkg/client/informers/externalversions/config/v1alpha1/interface.go
@@ -26,6 +26,8 @@ import (
 type Interface interface {
 	// CustomNodeConfigs returns a CustomNodeConfigInformer.
 	CustomNodeConfigs() CustomNodeConfigInformer
+	// HyperParameterConfigurations returns a HyperParameterConfigurationInformer.
+	HyperParameterConfigurations() HyperParameterConfigurationInformer
 	// KatalystCustomConfigs returns a KatalystCustomConfigInformer.
 	KatalystCustomConfigs() KatalystCustomConfigInformer
 }
@@ -46,6 +48,11 @@ func (v *version) CustomNodeConfigs() CustomNodeConfigInformer {
 	return &customNodeConfigInformer{factory: v.factory, tweakListOptions: v.tweakListOptions}
 }
 
+// HyperParameterConfigurations returns a HyperParameterConfigurationInformer.
+func (v *version) HyperParameterConfigurations() HyperParameterConfigurationInformer {
+	return &hyperParameterConfigurationInformer{factory: v.factory, namespace: v.namespace, tweakListOptions: v.tweakListOptions}
+}
+
 // KatalystCustomConfigs returns a KatalystCustomConfigInformer.
 func (v *version) KatalystCustomConfigs() KatalystCustomConfigInformer {
 	return &katalystCustomConfigInformer{factory: v.factory, namespace: v.namespace, tweakListOptions: v.tweakListOptions}
diff --git a/pkg/client/informers/externalversions/generic.go b/pkg/client/informers/externalversions/generic.go
index 969bb67..8845a53 100644
--- a/pkg/client/informers/externalversions/generic.go
+++ b/pkg/client/informers/externalversions/generic.go
@@ -72,6 +72,8 @@ func (f *sharedInformerFactory) ForResource(resource schema.GroupVersionResource
 		// Group=config.katalyst.kubewharf.io, Version=v1alpha1
 	case configv1alpha1.SchemeGroupVersion.WithResource("customnodeconfigs"):
 		return &genericInformer{resource: resource.GroupResource(), informer: f.Config().V1alpha1().CustomNodeConfigs().Informer()}, nil
+	case configv1alpha1.SchemeGroupVersion.WithResource("hyperparameterconfigurations"):
+		return &genericInformer{resource: resource.GroupResource(), informer: f.Config().V1alpha1().HyperParameterConfigurations().Informer()}, nil
 	case configv1alpha1.SchemeGroupVersion.WithResource("katalystcustomconfigs"):
 		return &genericInformer{resource: resource.GroupResource(), informer: f.Config().V1alpha1().KatalystCustomConfigs().Informer()}, nil
 
diff --git a/pkg/client/listers/config/v1alpha1/expansion_generated.go b/pkg/client/listers/config/v1alpha1/expansion_generated.go
index 6590153..58e3a1a 100644
--- a/pkg/client/listers/config/v1alpha1/expansion_generated.go
+++ b/pkg/client/listers/config/v1alpha1/expansion_generated.go
@@ -22,6 +22,14 @@ package v1alpha1
 // CustomNodeConfigLister.
 type CustomNodeConfigListerExpansion interface{}
 
+// HyperParameterConfigurationListerExpansion allows custom methods to be added to
+// HyperParameterConfigurationLister.
+type HyperParameterConfigurationListerExpansion interface{}
+
+// HyperParameterConfigurationNamespaceListerExpansion allows custom methods to be added to
+// HyperParameterConfigurationNamespaceLister.
+type HyperParameterConfigurationNamespaceListerExpansion interface{}
+
 // KatalystCustomConfigListerExpansion allows custom methods to be added to
 // KatalystCustomConfigLister.
 type KatalystCustomConfigListerExpansion interface{}
diff --git a/pkg/client/listers/config/v1alpha1/hyperparameterconfiguration.go b/pkg/client/listers/config/v1alpha1/hyperparameterconfiguration.go
new file mode 100644
index 0000000..5d29e5e
--- /dev/null
+++ b/pkg/client/listers/config/v1alpha1/hyperparameterconfiguration.go
@@ -0,0 +1,99 @@
+/*
+Copyright 2022 The Katalyst 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.
+*/
+
+// Code generated by lister-gen. DO NOT EDIT.
+
+package v1alpha1
+
+import (
+	v1alpha1 "github.com/kubewharf/katalyst-api/pkg/apis/config/v1alpha1"
+	"k8s.io/apimachinery/pkg/api/errors"
+	"k8s.io/apimachinery/pkg/labels"
+	"k8s.io/client-go/tools/cache"
+)
+
+// HyperParameterConfigurationLister helps list HyperParameterConfigurations.
+// All objects returned here must be treated as read-only.
+type HyperParameterConfigurationLister interface {
+	// List lists all HyperParameterConfigurations in the indexer.
+	// Objects returned here must be treated as read-only.
+	List(selector labels.Selector) (ret []*v1alpha1.HyperParameterConfiguration, err error)
+	// HyperParameterConfigurations returns an object that can list and get HyperParameterConfigurations.
+	HyperParameterConfigurations(namespace string) HyperParameterConfigurationNamespaceLister
+	HyperParameterConfigurationListerExpansion
+}
+
+// hyperParameterConfigurationLister implements the HyperParameterConfigurationLister interface.
+type hyperParameterConfigurationLister struct {
+	indexer cache.Indexer
+}
+
+// NewHyperParameterConfigurationLister returns a new HyperParameterConfigurationLister.
+func NewHyperParameterConfigurationLister(indexer cache.Indexer) HyperParameterConfigurationLister {
+	return &hyperParameterConfigurationLister{indexer: indexer}
+}
+
+// List lists all HyperParameterConfigurations in the indexer.
+func (s *hyperParameterConfigurationLister) List(selector labels.Selector) (ret []*v1alpha1.HyperParameterConfiguration, err error) {
+	err = cache.ListAll(s.indexer, selector, func(m interface{}) {
+		ret = append(ret, m.(*v1alpha1.HyperParameterConfiguration))
+	})
+	return ret, err
+}
+
+// HyperParameterConfigurations returns an object that can list and get HyperParameterConfigurations.
+func (s *hyperParameterConfigurationLister) HyperParameterConfigurations(namespace string) HyperParameterConfigurationNamespaceLister {
+	return hyperParameterConfigurationNamespaceLister{indexer: s.indexer, namespace: namespace}
+}
+
+// HyperParameterConfigurationNamespaceLister helps list and get HyperParameterConfigurations.
+// All objects returned here must be treated as read-only.
+type HyperParameterConfigurationNamespaceLister interface {
+	// List lists all HyperParameterConfigurations in the indexer for a given namespace.
+	// Objects returned here must be treated as read-only.
+	List(selector labels.Selector) (ret []*v1alpha1.HyperParameterConfiguration, err error)
+	// Get retrieves the HyperParameterConfiguration from the indexer for a given namespace and name.
+	// Objects returned here must be treated as read-only.
+	Get(name string) (*v1alpha1.HyperParameterConfiguration, error)
+	HyperParameterConfigurationNamespaceListerExpansion
+}
+
+// hyperParameterConfigurationNamespaceLister implements the HyperParameterConfigurationNamespaceLister
+// interface.
+type hyperParameterConfigurationNamespaceLister struct {
+	indexer   cache.Indexer
+	namespace string
+}
+
+// List lists all HyperParameterConfigurations in the indexer for a given namespace.
+func (s hyperParameterConfigurationNamespaceLister) List(selector labels.Selector) (ret []*v1alpha1.HyperParameterConfiguration, err error) {
+	err = cache.ListAllByNamespace(s.indexer, s.namespace, selector, func(m interface{}) {
+		ret = append(ret, m.(*v1alpha1.HyperParameterConfiguration))
+	})
+	return ret, err
+}
+
+// Get retrieves the HyperParameterConfiguration from the indexer for a given namespace and name.
+func (s hyperParameterConfigurationNamespaceLister) Get(name string) (*v1alpha1.HyperParameterConfiguration, error) {
+	obj, exists, err := s.indexer.GetByKey(s.namespace + "/" + name)
+	if err != nil {
+		return nil, err
+	}
+	if !exists {
+		return nil, errors.NewNotFound(v1alpha1.Resource("hyperparameterconfiguration"), name)
+	}
+	return obj.(*v1alpha1.HyperParameterConfiguration), nil
+}