diff --git a/cmd/scheduler/main.go b/cmd/scheduler/main.go
index 9085bf02a..32a0dcd67 100644
--- a/cmd/scheduler/main.go
+++ b/cmd/scheduler/main.go
@@ -61,6 +61,7 @@ func init() {
 	rootCmd.Flags().StringVar(&config.NodeSchedulerPolicy, "node-scheduler-policy", policy.NodeSchedulerPolicyBinpack.String(), "node scheduler policy")
 	rootCmd.Flags().StringVar(&config.GPUSchedulerPolicy, "gpu-scheduler-policy", policy.GPUSchedulerPolicySpread.String(), "GPU scheduler policy")
 	rootCmd.Flags().StringVar(&config.MetricsBindAddress, "metrics-bind-address", ":9395", "The TCP address that the scheduler should bind to for serving prometheus metrics(e.g. 127.0.0.1:9395, :9395)")
+	rootCmd.Flags().BoolVar(&config.MemoryUserGBUnit, "memory-gb-unit", false, "set memory resource unit is Gi")
 	rootCmd.PersistentFlags().AddGoFlagSet(device.GlobalFlagSet())
 	rootCmd.AddCommand(version.VersionCmd)
 	rootCmd.Flags().AddGoFlagSet(util.InitKlogFlags())
diff --git a/pkg/device/ascend/ascend310p.go b/pkg/device/ascend/ascend310p.go
index 2c4a0253f..6323d2db2 100644
--- a/pkg/device/ascend/ascend310p.go
+++ b/pkg/device/ascend/ascend310p.go
@@ -246,3 +246,13 @@ func (dev *Ascend310P) GenerateResourceRequests(ctr *corev1.Container) util.Cont
 	}
 	return util.ContainerDeviceRequest{}
 }
+
+func (dev *Ascend310P) ResourceMemoryUnitConversion(resources corev1.ResourceRequirements) corev1.ResourceRequirements {
+	if v, ok := resources.Limits[corev1.ResourceName(Ascend310PResourceMemory)]; ok {
+		resources.Limits[corev1.ResourceName(Ascend310PResourceMemory)] = *resource.NewQuantity(int64(v.AsApproximateFloat64()*1000), resource.BinarySI)
+	}
+	if v, ok := resources.Requests[corev1.ResourceName(Ascend310PResourceMemory)]; ok {
+		resources.Requests[corev1.ResourceName(Ascend310PResourceMemory)] = *resource.NewQuantity(int64(v.AsApproximateFloat64()*1000), resource.BinarySI)
+	}
+	return resources
+}
diff --git a/pkg/device/ascend/device.go b/pkg/device/ascend/device.go
index 9671b2a5c..4cfc15098 100644
--- a/pkg/device/ascend/device.go
+++ b/pkg/device/ascend/device.go
@@ -231,3 +231,13 @@ func (dev *AscendDevices) GenerateResourceRequests(ctr *corev1.Container) util.C
 	}
 	return util.ContainerDeviceRequest{}
 }
+
+func (dev *AscendDevices) ResourceMemoryUnitConversion(resources corev1.ResourceRequirements) corev1.ResourceRequirements {
+	if v, ok := resources.Limits[corev1.ResourceName(AscendResourceMemory)]; ok {
+		resources.Limits[corev1.ResourceName(AscendResourceMemory)] = *resource.NewQuantity(int64(v.AsApproximateFloat64()*1000), resource.BinarySI)
+	}
+	if v, ok := resources.Requests[corev1.ResourceName(AscendResourceMemory)]; ok {
+		resources.Requests[corev1.ResourceName(AscendResourceMemory)] = *resource.NewQuantity(int64(v.AsApproximateFloat64()*1000), resource.BinarySI)
+	}
+	return resources
+}
diff --git a/pkg/device/cambricon/device.go b/pkg/device/cambricon/device.go
index 14e9e157f..0f0760f7d 100644
--- a/pkg/device/cambricon/device.go
+++ b/pkg/device/cambricon/device.go
@@ -299,3 +299,7 @@ func (dev *CambriconDevices) PatchAnnotations(annoinput *map[string]string, pd u
 	}
 	return *annoinput
 }
+
+func (dev *CambriconDevices) ResourceMemoryUnitConversion(resources corev1.ResourceRequirements) corev1.ResourceRequirements {
+	return resources
+}
diff --git a/pkg/device/devices.go b/pkg/device/devices.go
index 7d2359ee8..e452162c3 100644
--- a/pkg/device/devices.go
+++ b/pkg/device/devices.go
@@ -39,6 +39,7 @@ import (
 
 type Devices interface {
 	MutateAdmission(ctr *corev1.Container) (bool, error)
+	ResourceMemoryUnitConversion(resources corev1.ResourceRequirements) corev1.ResourceRequirements
 	CheckHealth(devType string, n *corev1.Node) (bool, bool)
 	NodeCleanUp(nn string) error
 	GetNodeDevices(n corev1.Node) ([]*api.DeviceInfo, error)
diff --git a/pkg/device/hygon/device.go b/pkg/device/hygon/device.go
index 9b85e4948..4f73a92b0 100644
--- a/pkg/device/hygon/device.go
+++ b/pkg/device/hygon/device.go
@@ -25,6 +25,7 @@ import (
 	"github.com/Project-HAMi/HAMi/pkg/util"
 
 	corev1 "k8s.io/api/core/v1"
+	"k8s.io/apimachinery/pkg/api/resource"
 	"k8s.io/klog/v2"
 )
 
@@ -233,3 +234,13 @@ func (dev *DCUDevices) PatchAnnotations(annoinput *map[string]string, pd util.Po
 	}
 	return *annoinput
 }
+
+func (dev *DCUDevices) ResourceMemoryUnitConversion(resources corev1.ResourceRequirements) corev1.ResourceRequirements {
+	if v, ok := resources.Limits[corev1.ResourceName(HygonResourceMemory)]; ok {
+		resources.Limits[corev1.ResourceName(HygonResourceMemory)] = *resource.NewQuantity(int64(v.AsApproximateFloat64()*1000), resource.BinarySI)
+	}
+	if v, ok := resources.Requests[corev1.ResourceName(HygonResourceMemory)]; ok {
+		resources.Requests[corev1.ResourceName(HygonResourceMemory)] = *resource.NewQuantity(int64(v.AsApproximateFloat64()*1000), resource.BinarySI)
+	}
+	return resources
+}
diff --git a/pkg/device/iluvatar/device.go b/pkg/device/iluvatar/device.go
index 194ccfda9..5d361772e 100644
--- a/pkg/device/iluvatar/device.go
+++ b/pkg/device/iluvatar/device.go
@@ -213,3 +213,7 @@ func (dev *IluvatarDevices) GenerateResourceRequests(ctr *corev1.Container) util
 	}
 	return util.ContainerDeviceRequest{}
 }
+
+func (dev *IluvatarDevices) ResourceMemoryUnitConversion(resources corev1.ResourceRequirements) corev1.ResourceRequirements {
+	return resources
+}
diff --git a/pkg/device/nvidia/device.go b/pkg/device/nvidia/device.go
index 86db3dd1f..62ebd3f80 100644
--- a/pkg/device/nvidia/device.go
+++ b/pkg/device/nvidia/device.go
@@ -319,3 +319,13 @@ func (dev *NvidiaGPUDevices) GenerateResourceRequests(ctr *corev1.Container) uti
 	}
 	return util.ContainerDeviceRequest{}
 }
+
+func (dev *NvidiaGPUDevices) ResourceMemoryUnitConversion(resources corev1.ResourceRequirements) corev1.ResourceRequirements {
+	if v, ok := resources.Limits[corev1.ResourceName(ResourceMem)]; ok {
+		resources.Limits[corev1.ResourceName(ResourceMem)] = *resource.NewQuantity(int64(v.AsApproximateFloat64()*1000), resource.BinarySI)
+	}
+	if v, ok := resources.Requests[corev1.ResourceName(ResourceMem)]; ok {
+		resources.Requests[corev1.ResourceName(ResourceMem)] = *resource.NewQuantity(int64(v.AsApproximateFloat64()*1000), resource.BinarySI)
+	}
+	return resources
+}
diff --git a/pkg/device/nvidia/device_test.go b/pkg/device/nvidia/device_test.go
index b48fe2668..c800b1906 100644
--- a/pkg/device/nvidia/device_test.go
+++ b/pkg/device/nvidia/device_test.go
@@ -208,6 +208,7 @@ func Test_CheckUUID(t *testing.T) {
 }
 
 func Test_CheckType(t *testing.T) {
+
 	gpuDevices := &NvidiaGPUDevices{}
 	tests := []struct {
 		name string
@@ -275,3 +276,89 @@ func Test_CheckType(t *testing.T) {
 		})
 	}
 }
+
+func Test_ResourceMemoryUnitConversion(t *testing.T) {
+	tests := []struct {
+		name string
+		args corev1.ResourceRequirements
+		want corev1.ResourceRequirements
+	}{
+		{
+			name: "not set memory field",
+			args: corev1.ResourceRequirements{
+				Limits: corev1.ResourceList{
+					"cpu":            resource.MustParse("1"),
+					"nvidia.com/gpu": resource.MustParse("2"),
+				},
+			},
+			want: corev1.ResourceRequirements{
+				Limits: corev1.ResourceList{
+					"cpu":            resource.MustParse("1"),
+					"nvidia.com/gpu": resource.MustParse("2"),
+				},
+			},
+		},
+		{
+			name: "memory limits set 1Gi",
+			args: corev1.ResourceRequirements{
+				Limits: corev1.ResourceList{
+					"nvidia.com/gpu":    resource.MustParse("2"),
+					"nvidia.com/gpumem": resource.MustParse("1"),
+				},
+			},
+			want: corev1.ResourceRequirements{
+				Limits: corev1.ResourceList{
+					"nvidia.com/gpu":    resource.MustParse("2"),
+					"nvidia.com/gpumem": resource.MustParse("1000"),
+				},
+			},
+		},
+		{
+			name: "memory limits set 0.001Gi",
+			args: corev1.ResourceRequirements{
+				Limits: corev1.ResourceList{
+					"nvidia.com/gpu":    resource.MustParse("2"),
+					"nvidia.com/gpumem": resource.MustParse("0.001"),
+				},
+			},
+			want: corev1.ResourceRequirements{
+				Limits: corev1.ResourceList{
+					"nvidia.com/gpu":    resource.MustParse("2"),
+					"nvidia.com/gpumem": resource.MustParse("1"),
+				},
+			},
+		},
+
+		{
+			name: "memory limits and request set 0.001Gi",
+			args: corev1.ResourceRequirements{
+				Limits: corev1.ResourceList{
+					"nvidia.com/gpu":    resource.MustParse("2"),
+					"nvidia.com/gpumem": resource.MustParse("1"),
+				},
+				Requests: corev1.ResourceList{
+					"nvidia.com/gpu":    resource.MustParse("2"),
+					"nvidia.com/gpumem": resource.MustParse("0.001"),
+				},
+			},
+			want: corev1.ResourceRequirements{
+				Limits: corev1.ResourceList{
+					"nvidia.com/gpu":    resource.MustParse("2"),
+					"nvidia.com/gpumem": resource.MustParse("1000"),
+				},
+				Requests: corev1.ResourceList{
+					"nvidia.com/gpu":    resource.MustParse("2"),
+					"nvidia.com/gpumem": resource.MustParse("1"),
+				},
+			},
+		},
+	}
+	gpuDevices := &NvidiaGPUDevices{}
+	ResourceMem = "nvidia.com/gpumem"
+	for _, test := range tests {
+		t.Run(test.name, func(t *testing.T) {
+			got := gpuDevices.ResourceMemoryUnitConversion(test.args)
+			assert.DeepEqual(t, got, test.want)
+		})
+	}
+}
diff --git a/pkg/scheduler/config/config.go b/pkg/scheduler/config/config.go
index 620a007d6..d030850fd 100644
--- a/pkg/scheduler/config/config.go
+++ b/pkg/scheduler/config/config.go
@@ -30,4 +30,6 @@ var (
 	NodeSchedulerPolicy = policy.NodeSchedulerPolicyBinpack.String()
 	// GPUSchedulerPolicy is config this scheduler GPU to use `binpack` or `spread`. default value is spread.
 	GPUSchedulerPolicy = policy.GPUSchedulerPolicySpread.String()
+	// MemoryUserGBUnit set memory resource unit is Gi.
+	MemoryUserGBUnit bool = false
 )
diff --git a/pkg/scheduler/webhook.go b/pkg/scheduler/webhook.go
index dd72727b9..be9084cd0 100644
--- a/pkg/scheduler/webhook.go
+++ b/pkg/scheduler/webhook.go
@@ -71,6 +71,9 @@ func (h *webhook) Handle(_ context.Context, req admission.Request) admission.Res
 			}
 		}
 		for _, val := range device.GetDevices() {
+			if config.MemoryUserGBUnit {
+				c.Resources = val.ResourceMemoryUnitConversion(c.Resources)
+			}
 			found, err := val.MutateAdmission(c)
 			if err != nil {
 				klog.Errorf("validating pod failed:%s", err.Error())