models/cloudbrain.go

@@ -119,6 +119,10 @@ const (
 	//AI center
 	AICenterOfCloudBrainOne = "OpenIOne"
 	AICenterOfCloudBrainTwo = "OpenITwo"
+
+	//ComputeResource
+	GPU = "GPU"
+	NPU = "NPU"
 )
 
 type Cloudbrain struct {
@@ -189,6 +193,7 @@ type Cloudbrain struct {
 	BenchmarkTypeRankLink string      `xorm:"-"`
 	StartTime             timeutil.TimeStamp
 	EndTime               timeutil.TimeStamp
+	Spec                  *Specification `xorm:"-"`
 }
 
 func (task *Cloudbrain) ComputeAndSetDuration() {
@@ -1718,11 +1723,24 @@ func CloudbrainsVersionList(opts *CloudbrainsOptions) ([]*CloudbrainInfo, int, e
 }
 
 func CreateCloudbrain(cloudbrain *Cloudbrain) (err error) {
+	session := x.NewSession()
+	defer session.Close()
+
+	err = session.Begin()
 	cloudbrain.TrainJobDuration = DURATION_STR_ZERO
-	if _, err = x.NoAutoTime().Insert(cloudbrain); err != nil {
+	if _, err = session.NoAutoTime().InsertOne(cloudbrain); err != nil {
+		session.Rollback()
 		return err
 	}
 
+	if cloudbrain.Spec != nil {
+		if _, err = session.Insert(NewCloudBrainSpec(cloudbrain.ID, *cloudbrain.Spec)); err != nil {
+			session.Rollback()
+			return err
+		}
+	}
+	session.Commit()
+
 	go IncreaseDatasetUseCount(cloudbrain.Uuid)
 	return nil
 }
@@ -2001,11 +2019,18 @@ func RestartCloudbrain(old *Cloudbrain, new *Cloudbrain) (err error) {
 		return err
 	}
 
-	if _, err = sess.NoAutoTime().Insert(new); err != nil {
+	if _, err = sess.NoAutoTime().InsertOne(new); err != nil {
 		sess.Rollback()
 		return err
 	}
 
+	if new.Spec != nil {
+		if _, err = sess.Insert(NewCloudBrainSpec(new.ID, *new.Spec)); err != nil {
+			sess.Rollback()
+			return err
+		}
+	}
+
 	if err = sess.Commit(); err != nil {
 		return err
 	}
@@ -2397,6 +2422,12 @@ func GetCloudbrainByIDs(ids []int64) ([]*Cloudbrain, error) {
 		Find(&cloudbrains)
 }
 
+func GetCloudbrainWithDeletedByIDs(ids []int64) ([]*Cloudbrain, error) {
+	cloudbrains := make([]*Cloudbrain, 0)
+	return cloudbrains, x.
+		In("id", ids).Unscoped().Find(&cloudbrains)
+}
+
 func GetCloudbrainCountByJobName(jobName, jobType string, typeCloudbrain int) (int, error) {
 	count, err := x.Where("job_name = ? and job_type= ? and type = ?", jobName, jobType, typeCloudbrain).Count(new(Cloudbrain))
 	return int(count), err

models/cloudbrain_spec.go

@@ -0,0 +1,109 @@
+package models
+
+import (
+	"code.gitea.io/gitea/modules/timeutil"
+)
+
+type CloudbrainSpec struct {
+	CloudbrainID    int64 `xorm:"pk"`
+	SpecId          int64 `xorm:"index"`
+	SourceSpecId    string
+	AccCardsNum     int
+	AccCardType     string
+	CpuCores        int
+	MemGiB          float32
+	GPUMemGiB       float32
+	ShareMemGiB     float32
+	ComputeResource string
+	UnitPrice       int
+	QueueId         int64
+	QueueCode       string
+	Cluster         string
+	AiCenterCode    string
+	AiCenterName    string
+	IsExclusive     bool
+	ExclusiveOrg    string
+	CreatedTime     timeutil.TimeStamp `xorm:"created"`
+	UpdatedTime     timeutil.TimeStamp `xorm:"updated"`
+}
+
+func (s CloudbrainSpec) ConvertToSpecification() *Specification {
+	return &Specification{
+		ID:              s.SpecId,
+		SourceSpecId:    s.SourceSpecId,
+		AccCardsNum:     s.AccCardsNum,
+		AccCardType:     s.AccCardType,
+		CpuCores:        s.CpuCores,
+		MemGiB:          s.MemGiB,
+		GPUMemGiB:       s.GPUMemGiB,
+		ShareMemGiB:     s.ShareMemGiB,
+		ComputeResource: s.ComputeResource,
+		UnitPrice:       s.UnitPrice,
+		QueueId:         s.QueueId,
+		QueueCode:       s.QueueCode,
+		Cluster:         s.Cluster,
+		AiCenterCode:    s.AiCenterCode,
+		AiCenterName:    s.AiCenterName,
+		IsExclusive:     s.IsExclusive,
+		ExclusiveOrg:    s.ExclusiveOrg,
+	}
+}
+
+func NewCloudBrainSpec(cloudbrainId int64, s Specification) CloudbrainSpec {
+	return CloudbrainSpec{
+		CloudbrainID:    cloudbrainId,
+		SpecId:          s.ID,
+		SourceSpecId:    s.SourceSpecId,
+		AccCardsNum:     s.AccCardsNum,
+		AccCardType:     s.AccCardType,
+		CpuCores:        s.CpuCores,
+		MemGiB:          s.MemGiB,
+		GPUMemGiB:       s.GPUMemGiB,
+		ShareMemGiB:     s.ShareMemGiB,
+		ComputeResource: s.ComputeResource,
+		UnitPrice:       s.UnitPrice,
+		QueueId:         s.QueueId,
+		QueueCode:       s.QueueCode,
+		Cluster:         s.Cluster,
+		AiCenterCode:    s.AiCenterCode,
+		AiCenterName:    s.AiCenterName,
+		IsExclusive:     s.IsExclusive,
+		ExclusiveOrg:    s.ExclusiveOrg,
+	}
+}
+
+func InsertCloudbrainSpec(c CloudbrainSpec) (int64, error) {
+	return x.Insert(&c)
+}
+
+func GetCloudbrainSpecByID(cloudbrainId int64) (*CloudbrainSpec, error) {
+	r := &CloudbrainSpec{}
+	if has, err := x.Where("cloudbrain_id = ?", cloudbrainId).Get(r); err != nil {
+		return nil, err
+	} else if !has {
+		return nil, nil
+	}
+	return r, nil
+}
+
+func FindCloudbrainTask(page, pageSize int) ([]*Cloudbrain, error) {
+	r := make([]*Cloudbrain, 0)
+	err := x.Unscoped().
+		Limit(pageSize, (page-1)*pageSize).
+		OrderBy("cloudbrain.id").
+		Find(&r)
+	if err != nil {
+		return nil, err
+	}
+	return r, nil
+}
+
+func CountNoSpecHistoricTask() (int64, error) {
+	n, err := x.Unscoped().
+		Where(" 1=1 and not exists (select 1 from cloudbrain_spec  where cloudbrain.id = cloudbrain_spec.cloudbrain_id)").
+		Count(&Cloudbrain{})
+	if err != nil {
+		return 0, err
+	}
+	return n, nil
+}

models/models.go

@@ -150,6 +150,7 @@ func init() {
 		new(ResourceScene),
 		new(ResourceSceneSpec),
 		new(AdminOperateLog),
+		new(CloudbrainSpec),
 		new(CloudbrainTemp),
 		new(DatasetReference),
 	)

models/resource_specification.go

@@ -2,6 +2,7 @@ package models
 
 import (
 	"code.gitea.io/gitea/modules/timeutil"
+	"fmt"
 	"xorm.io/builder"
 )
 
@@ -22,6 +23,7 @@ type ResourceSpecification struct {
 	ShareMemGiB     float32
 	UnitPrice       int
 	Status          int
+	IsAvailable     bool
 	IsAutomaticSync bool
 	CreatedTime     timeutil.TimeStamp `xorm:"created"`
 	CreatedBy       int64
@@ -40,6 +42,7 @@ func (r ResourceSpecification) ConvertToRes() *ResourceSpecificationRes {
 		GPUMemGiB:    r.GPUMemGiB,
 		UnitPrice:    r.UnitPrice,
 		Status:       r.Status,
+		IsAvailable:  r.IsAvailable,
 		UpdatedTime:  r.UpdatedTime,
 	}
 }
@@ -72,14 +75,16 @@ func (r ResourceSpecificationReq) ToDTO() ResourceSpecification {
 		IsAutomaticSync: r.IsAutomaticSync,
 		CreatedBy:       r.CreatorId,
 		UpdatedBy:       r.CreatorId,
+		IsAvailable:     true,
 	}
 }
 
 type SearchResourceSpecificationOptions struct {
 	ListOptions
-	QueueId int64
-	Status  int
-	Cluster string
+	QueueId       int64
+	Status        int
+	Cluster       string
+	AvailableCode int
 }
 
 type SearchResourceBriefSpecificationOptions struct {
@@ -113,6 +118,7 @@ type ResourceSpecificationRes struct {
 	ShareMemGiB  float32
 	UnitPrice    int
 	Status       int
+	IsAvailable  bool
 	UpdatedTime  timeutil.TimeStamp
 }
 
@@ -141,6 +147,53 @@ func (r ResourceSpecAndQueue) ConvertToRes() *ResourceSpecAndQueueRes {
 	}
 }
 
+type FindSpecsOptions struct {
+	JobType         JobType
+	ComputeResource string
+	Cluster         string
+	AiCenterCode    string
+	SpecId          int64
+	QueueCode       string
+	SourceSpecId    string
+	AccCardsNum     int
+	UseAccCardsNum  bool
+	AccCardType     string
+	CpuCores        int
+	UseCpuCores     bool
+	MemGiB          float32
+	UseMemGiB       bool
+	GPUMemGiB       float32
+	UseGPUMemGiB    bool
+	ShareMemGiB     float32
+	UseShareMemGiB  bool
+	//if true,find specs no matter used or not used in scene. if false,only find specs used in scene
+	RequestAll bool
+}
+
+type Specification struct {
+	ID              int64
+	SourceSpecId    string
+	AccCardsNum     int
+	AccCardType     string
+	CpuCores        int
+	MemGiB          float32
+	GPUMemGiB       float32
+	ShareMemGiB     float32
+	ComputeResource string
+	UnitPrice       int
+	QueueId         int64
+	QueueCode       string
+	Cluster         string
+	AiCenterCode    string
+	AiCenterName    string
+	IsExclusive     bool
+	ExclusiveOrg    string
+}
+
+func (Specification) TableName() string {
+	return "resource_specification"
+}
+
 func InsertResourceSpecification(r ResourceSpecification) (int64, error) {
 	return x.Insert(&r)
 }
@@ -167,6 +220,11 @@ func SearchResourceSpecification(opts SearchResourceSpecificationOptions) (int64
 	if opts.Cluster != "" {
 		cond = cond.And(builder.Eq{"resource_queue.cluster": opts.Cluster})
 	}
+	if opts.AvailableCode == 1 {
+		cond = cond.And(builder.Eq{"resource_specification.is_available": true})
+	} else if opts.AvailableCode == 2 {
+		cond = cond.And(builder.Eq{"resource_specification.is_available": false})
+	}
 	//cond = cond.And(builder.Or(builder.Eq{"resource_queue.deleted_time": 0}).Or(builder.IsNull{"resource_queue.deleted_time"}))
 	n, err := x.Where(cond).Join("INNER", "resource_queue", "resource_queue.ID = resource_specification.queue_id").
 		Unscoped().Count(&ResourceSpecAndQueue{})
@@ -256,7 +314,7 @@ func SyncGrampusSpecs(updateList []ResourceSpecification, insertList []ResourceS
 		return err
 	}
 	if len(deleteIds) > 0 {
-		if _, err = sess.In("id", deleteIds).Update(&ResourceSpecification{Status: SpecOffShelf}); err != nil {
+		if _, err = sess.Cols("status", "is_available").In("id", deleteIds).Update(&ResourceSpecification{Status: SpecOffShelf, IsAvailable: false}); err != nil {
 			return err
 		}
 		if _, err = sess.In("spec_id", deleteIds).Delete(&ResourceSceneSpec{}); err != nil {
@@ -267,7 +325,7 @@ func SyncGrampusSpecs(updateList []ResourceSpecification, insertList []ResourceS
 	//update exists specs
 	if len(updateList) > 0 {
 		for _, v := range updateList {
-			if _, err = sess.ID(v.ID).Update(&v); err != nil {
+			if _, err = sess.ID(v.ID).UseBool("is_available").Update(&v); err != nil {
 				return err
 			}
 		}
@@ -283,3 +341,220 @@ func SyncGrampusSpecs(updateList []ResourceSpecification, insertList []ResourceS
 
 	return sess.Commit()
 }
+
+//FindSpecs
+func FindSpecs(opts FindSpecsOptions) ([]*Specification, error) {
+	var cond = builder.NewCond()
+	if !opts.RequestAll && opts.JobType != "" {
+		cond = cond.And(builder.Eq{"resource_scene.job_type": opts.JobType})
+	}
+	if opts.ComputeResource != "" {
+		cond = cond.And(builder.Eq{"resource_queue.compute_resource": opts.ComputeResource})
+	}
+	if opts.Cluster != "" {
+		cond = cond.And(builder.Eq{"resource_queue.cluster": opts.Cluster})
+	}
+	if opts.AiCenterCode != "" {
+		cond = cond.And(builder.Eq{"resource_queue.ai_center_code": opts.AiCenterCode})
+	}
+	if opts.SpecId > 0 {
+		cond = cond.And(builder.Eq{"resource_specification.id": opts.SpecId})
+	}
+	if opts.QueueCode != "" {
+		cond = cond.And(builder.Eq{"resource_queue.queue_code": opts.QueueCode})
+	}
+	if opts.SourceSpecId != "" {
+		cond = cond.And(builder.Eq{"resource_specification.source_spec_id": opts.SourceSpecId})
+	}
+	if opts.UseAccCardsNum {
+		cond = cond.And(builder.Eq{"resource_specification.acc_cards_num": opts.AccCardsNum})
+	}
+	if opts.AccCardType != "" {
+		cond = cond.And(builder.Eq{"resource_queue.acc_card_type": opts.AccCardType})
+	}
+	if opts.UseCpuCores {
+		cond = cond.And(builder.Eq{"resource_specification.cpu_cores": opts.CpuCores})
+	}
+	if opts.UseMemGiB {
+		cond = cond.And(builder.Eq{"resource_specification.mem_gi_b": opts.MemGiB})
+	}
+	if opts.UseGPUMemGiB {
+		cond = cond.And(builder.Eq{"resource_specification.gpu_mem_gi_b": opts.GPUMemGiB})
+	}
+	if opts.UseShareMemGiB {
+		cond = cond.And(builder.Eq{"resource_specification.share_mem_gi_b": opts.ShareMemGiB})
+	}
+	r := make([]*Specification, 0)
+	s := x.Where(cond).
+		Join("INNER", "resource_queue", "resource_queue.id = resource_specification.queue_id")
+
+	if !opts.RequestAll {
+		s = s.Join("INNER", "resource_scene_spec", "resource_scene_spec.spec_id = resource_specification.id").
+			Join("INNER", "resource_scene", "resource_scene_spec.scene_id = resource_scene.id")
+	}
+	err := s.OrderBy("resource_queue.compute_resource asc,resource_queue.acc_card_type asc,resource_specification.acc_cards_num asc,resource_specification.cpu_cores asc").
+		Unscoped().Find(&r)
+	if err != nil {
+		return nil, err
+	}
+	return r, nil
+}
+
+func InitQueueAndSpec(queue ResourceQueue, spec ResourceSpecification) (*Specification, error) {
+	sess := x.NewSession()
+	defer sess.Close()
+
+	sess.Begin()
+	param := ResourceQueue{
+		QueueCode:       queue.QueueCode,
+		Cluster:         queue.Cluster,
+		AiCenterCode:    queue.AiCenterCode,
+		ComputeResource: queue.ComputeResource,
+		AccCardType:     queue.AccCardType,
+	}
+	_, err := sess.Get(&param)
+	if err != nil {
+		sess.Rollback()
+		return nil, err
+	}
+	if param.ID == 0 {
+		_, err = sess.InsertOne(&queue)
+		if err != nil {
+			sess.Rollback()
+			return nil, err
+		}
+	} else {
+		queue = param
+	}
+
+	spec.QueueId = queue.ID
+	_, err = sess.InsertOne(&spec)
+	if err != nil {
+		sess.Rollback()
+		return nil, err
+	}
+	sess.Commit()
+	return BuildSpecification(queue, spec), nil
+}
+
+func BuildSpecification(queue ResourceQueue, spec ResourceSpecification) *Specification {
+	return &Specification{
+		ID:              spec.ID,
+		SourceSpecId:    spec.SourceSpecId,
+		AccCardsNum:     spec.AccCardsNum,
+		AccCardType:     queue.AccCardType,
+		CpuCores:        spec.CpuCores,
+		MemGiB:          spec.MemGiB,
+		GPUMemGiB:       spec.GPUMemGiB,
+		ShareMemGiB:     spec.ShareMemGiB,
+		ComputeResource: queue.ComputeResource,
+		UnitPrice:       spec.UnitPrice,
+		QueueId:         queue.ID,
+		QueueCode:       queue.QueueCode,
+		Cluster:         queue.Cluster,
+		AiCenterCode:    queue.AiCenterCode,
+		AiCenterName:    queue.AiCenterName,
+	}
+}
+
+func GetCloudbrainOneAccCardType(queueCode string) string {
+	switch queueCode {
+	case "a100":
+		return "A100"
+	case "openidebug":
+		return "T4"
+	case "openidgx":
+		return "V100"
+
+	}
+	return ""
+}
+
+var cloudbrainTwoSpecsInitFlag = false
+var cloudbrainTwoSpecs map[string]*Specification
+
+func GetCloudbrainTwoSpecs() (map[string]*Specification, error) {
+	if !cloudbrainTwoSpecsInitFlag {
+		r, err := InitCloudbrainTwoSpecs()
+		if err != nil {
+			return nil, err
+		}
+		cloudbrainTwoSpecsInitFlag = true
+		cloudbrainTwoSpecs = r
+	}
+	return cloudbrainTwoSpecs, nil
+}
+
+func InitCloudbrainTwoSpecs() (map[string]*Specification, error) {
+	r := make(map[string]*Specification, 0)
+
+	queue, err := GetResourceQueue(&ResourceQueue{QueueCode: "openisupport"})
+	if err != nil {
+		return nil, err
+	}
+	if queue == nil {
+		queue = &ResourceQueue{
+			QueueCode:       "openisupport",
+			Cluster:         OpenICluster,
+			AiCenterCode:    AICenterOfCloudBrainTwo,
+			AiCenterName:    "云脑二",
+			ComputeResource: NPU,
+			AccCardType:     "ASCEND910",
+			Remark:          "处理历史云脑任务时自动生成",
+		}
+		_, err = x.InsertOne(queue)
+		if err != nil {
+			return nil, err
+		}
+	}
+	for i := 1; i <= 8; i = i * 2 {
+		sourceSpecId := "modelarts.bm.910.arm.public." + fmt.Sprint(i)
+		spec, err := GetResourceSpecification(&ResourceSpecification{
+			SourceSpecId: sourceSpecId,
+			QueueId:      queue.ID,
+		})
+		if err != nil {
+			return nil, err
+		}
+		if spec == nil {
+			spec = &ResourceSpecification{
+				QueueId:      queue.ID,
+				SourceSpecId: sourceSpecId,
+				AccCardsNum:  i,
+				CpuCores:     i * 24,
+				MemGiB:       float32(i * 256),
+				GPUMemGiB:    float32(32),
+				Status:       SpecOffShelf,
+			}
+			_, err = x.Insert(spec)
+			if err != nil {
+				return nil, err
+			}
+		}
+		r[sourceSpecId] = BuildSpecification(*queue, *spec)
+	}
+	return r, nil
+}
+
+var grampusSpecsInitFlag = false
+var grampusSpecs map[string]*Specification
+
+func GetGrampusSpecs() (map[string]*Specification, error) {
+	if !grampusSpecsInitFlag {
+		specMap := make(map[string]*Specification, 0)
+		r, err := FindSpecs(FindSpecsOptions{
+			Cluster:    C2NetCluster,
+			RequestAll: true,
+		})
+		if err != nil {
+			return nil, err
+		}
+		for _, spec := range r {
+			specMap[spec.SourceSpecId] = spec
+			specMap[spec.SourceSpecId+"_"+spec.AiCenterCode] = spec
+		}
+		grampusSpecsInitFlag = true
+		grampusSpecs = specMap
+	}
+	return grampusSpecs, nil
+}

modules/auth/cloudbrain.go

@@ -24,6 +24,7 @@ type CreateCloudBrainForm struct {
 	Params               string `form:"run_para_list"`
 	BranchName           string `form:"branch_name"`
 	DatasetName          string `form:"dataset_name"`
+	SpecId               int64  `form:"spec_id"`
 }
 
 type CommitImageCloudBrainForm struct {
@@ -72,6 +73,7 @@ type CreateCloudBrainInferencForm struct {
 	CkptName          string `form:"ckpt_name" binding:"Required"`
 	LabelName         string `form:"label_names" binding:"Required"`
 	DatasetName       string `form:"dataset_name"`
+	SpecId            int64  `form:"spec_id"`
 }
 
 func (f *CreateCloudBrainForm) Validate(ctx *macaron.Context, errs binding.Errors) binding.Errors {

modules/auth/grampus.go

@@ -11,15 +11,14 @@ type CreateGrampusTrainJobForm struct {
 	Attachment       string `form:"attachment" binding:"Required"`
 	BootFile         string `form:"boot_file" binding:"Required"`
 	ImageID          string `form:"image_id" binding:"Required"`
-	FlavorID         string `form:"flavor" binding:"Required"`
 	Params           string `form:"run_para_list" binding:"Required"`
 	Description      string `form:"description"`
 	BranchName       string `form:"branch_name" binding:"Required"`
-	FlavorName       string `form:"flavor_name" binding:"Required"`
 	EngineName       string `form:"engine_name" binding:"Required"`
 	WorkServerNumber int    `form:"work_server_number" binding:"Required"`
 	Image            string `form:"image"`
 	DatasetName      string `form:"dataset_name"`
+	SpecId           int64  `form:"spec_id"`
 }
 
 func (f *CreateGrampusTrainJobForm) Validate(ctx *macaron.Context, errs binding.Errors) binding.Errors {

modules/auth/modelarts.go

@@ -22,6 +22,7 @@ type CreateModelArtsNotebookForm struct {
 	Description    string `form:"description"`
 	Flavor         string `form:"flavor" binding:"Required"`
 	ImageId        string `form:"image_id" binding:"Required"`
+	SpecId         int64  `form:"spec_id" binding:"Required"`
 }
 
 func (f *CreateModelArtsNotebookForm) Validate(ctx *macaron.Context, errs binding.Errors) binding.Errors {
@@ -46,6 +47,7 @@ type CreateModelArtsTrainJobForm struct {
 	VersionName           string `form:"version_name" binding:"Required"`
 	FlavorName            string `form:"flaver_names" binding:"Required"`
 	EngineName            string `form:"engine_names" binding:"Required"`
+	SpecId                int64  `form:"spec_id" binding:"Required"`
 }
 
 type CreateModelArtsInferenceJobForm struct {
@@ -71,6 +73,7 @@ type CreateModelArtsInferenceJobForm struct {
 	ModelName             string `form:"model_name" binding:"Required"`
 	ModelVersion          string `form:"model_version" binding:"Required"`
 	CkptName              string `form:"ckpt_name" binding:"Required"`
+	SpecId                int64  `form:"spec_id" binding:"Required"`
 }
 
 func (f *CreateModelArtsTrainJobForm) Validate(ctx *macaron.Context, errs binding.Errors) binding.Errors {

modules/cloudbrain/cloudbrain.go

@@ -61,7 +61,6 @@ type GenerateCloudBrainTaskReq struct {
 	Snn4ImageNetPath     string
 	BrainScorePath       string
 	JobType              string
-	GpuQueue             string
 	Description          string
 	BranchName           string
 	BootFile             string
@@ -72,13 +71,13 @@ type GenerateCloudBrainTaskReq struct {
 	DatasetInfos         map[string]models.DatasetInfo
 	BenchmarkTypeID      int
 	BenchmarkChildTypeID int
-	ResourceSpecId       int
 	ResultPath           string
 	TrainUrl             string
 	ModelName            string
 	ModelVersion         string
 	CkptName             string
 	LabelName            string
+	Spec                 *models.Specification
 }
 
 func GetCloudbrainDebugCommand() string {
@@ -227,50 +226,9 @@ func AdminOrImageCreaterRight(ctx *context.Context) {
 }
 
 func GenerateTask(req GenerateCloudBrainTaskReq) error {
-	var resourceSpec *models.ResourceSpec
 	var versionCount int
 	if req.JobType == string(models.JobTypeTrain) {
 		versionCount = 1
-		if TrainResourceSpecs == nil {
-			json.Unmarshal([]byte(setting.TrainResourceSpecs), &TrainResourceSpecs)
-		}
-		for _, spec := range TrainResourceSpecs.ResourceSpec {
-			if req.ResourceSpecId == spec.Id {
-				resourceSpec = spec
-				break
-			}
-		}
-	} else if req.JobType == string(models.JobTypeInference) {
-		if InferenceResourceSpecs == nil {
-			json.Unmarshal([]byte(setting.InferenceResourceSpecs), &InferenceResourceSpecs)
-		}
-		for _, spec := range InferenceResourceSpecs.ResourceSpec {
-			if req.ResourceSpecId == spec.Id {
-				resourceSpec = spec
-				break
-			}
-		}
-
-	} else {
-		if ResourceSpecs == nil {
-			json.Unmarshal([]byte(setting.ResourceSpecs), &ResourceSpecs)
-		}
-		for _, spec := range ResourceSpecs.ResourceSpec {
-			if req.ResourceSpecId == spec.Id {
-				resourceSpec = spec
-				break
-			}
-		}
-
-	}
-	//如果没有匹配到spec信息，尝试从专属资源池获取
-	if resourceSpec == nil && SpecialPools != nil {
-		resourceSpec = geMatchResourceSpec(req.JobType, req.GpuQueue, req.ResourceSpecId)
-	}
-
-	if resourceSpec == nil {
-		log.Error("no such resourceSpecId(%d)", req.ResourceSpecId, req.Ctx.Data["MsgID"])
-		return errors.New("no such resourceSpec")
 	}
 
 	volumes := []models.Volume{
@@ -342,7 +300,7 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error {
 	jobResult, err := CreateJob(req.JobName, models.CreateJobParams{
 		JobName:    req.JobName,
 		RetryCount: 1,
-		GpuType:    req.GpuQueue,
+		GpuType:    req.Spec.QueueCode,
 		Image:      req.Image,
 		TaskRoles: []models.TaskRole{
 			{
@@ -350,10 +308,10 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error {
 				TaskNumber:            1,
 				MinSucceededTaskCount: 1,
 				MinFailedTaskCount:    1,
-				CPUNumber:             resourceSpec.CpuNum,
-				GPUNumber:             resourceSpec.GpuNum,
-				MemoryMB:              resourceSpec.MemMiB,
-				ShmMB:                 resourceSpec.ShareMemMiB,
+				CPUNumber:             req.Spec.CpuCores,
+				GPUNumber:             req.Spec.AccCardsNum,
+				MemoryMB:              int(req.Spec.MemGiB * 1024),
+				ShmMB:                 int(req.Spec.ShareMemGiB * 1024),
 				Command:               req.Command,
 				NeedIBDevice:          false,
 				IsMainRole:            false,
@@ -384,8 +342,7 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error {
 		Type:                 models.TypeCloudBrainOne,
 		Uuid:                 req.Uuids,
 		Image:                req.Image,
-		GpuQueue:             req.GpuQueue,
-		ResourceSpecId:       req.ResourceSpecId,
+		GpuQueue:             req.Spec.QueueCode,
 		ComputeResource:      models.GPUResource,
 		BenchmarkTypeID:      req.BenchmarkTypeID,
 		BenchmarkChildTypeID: req.BenchmarkChildTypeID,
@@ -405,6 +362,7 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error {
 		CreatedUnix:          createTime,
 		UpdatedUnix:          createTime,
 		CommitID:             req.CommitID,
+		Spec:                 req.Spec,
 	})
 
 	if err != nil {
@@ -416,6 +374,7 @@ func GenerateTask(req GenerateCloudBrainTaskReq) error {
 		log.Error("GetCloudbrainByJobID failed: %v", err.Error())
 		return err
 	}
+
 	stringId := strconv.FormatInt(task.ID, 10)
 
 	if IsBenchmarkJob(req.JobType) {
@@ -447,25 +406,7 @@ func GetWaitingCloudbrainCount(cloudbrainType int, computeResource string, jobTy
 func RestartTask(ctx *context.Context, task *models.Cloudbrain, newID *string) error {
 	jobName := task.JobName
 
-	var resourceSpec *models.ResourceSpec
-	if ResourceSpecs == nil {
-		json.Unmarshal([]byte(setting.ResourceSpecs), &ResourceSpecs)
-	}
-	for _, spec := range ResourceSpecs.ResourceSpec {
-		if task.ResourceSpecId == spec.Id {
-			resourceSpec = spec
-		}
-	}
-
-	//如果没有匹配到spec信息，尝试从专属资源池获取
-	if resourceSpec == nil && SpecialPools != nil {
-		resourceSpec = geMatchResourceSpec(task.JobType, task.GpuQueue, task.ResourceSpecId)
-	}
-
-	if resourceSpec == nil {
-		log.Error("no such resourceSpecId(%d)", task.ResourceSpecId, ctx.Data["MsgID"])
-		return errors.New("no such resourceSpec")
-	}
+	spec := task.Spec
 	var datasetInfos map[string]models.DatasetInfo
 	if task.Uuid != "" {
 		var err error
@@ -547,10 +488,10 @@ func RestartTask(ctx *context.Context, task *models.Cloudbrain, newID *string) e
 				TaskNumber:            1,
 				MinSucceededTaskCount: 1,
 				MinFailedTaskCount:    1,
-				CPUNumber:             resourceSpec.CpuNum,
-				GPUNumber:             resourceSpec.GpuNum,
-				MemoryMB:              resourceSpec.MemMiB,
-				ShmMB:                 resourceSpec.ShareMemMiB,
+				CPUNumber:             spec.CpuCores,
+				GPUNumber:             spec.AccCardsNum,
+				MemoryMB:              int(spec.MemGiB * 1024),
+				ShmMB:                 int(spec.ShareMemGiB * 1024),
 				Command:               GetCloudbrainDebugCommand(), //Command,
 				NeedIBDevice:          false,
 				IsMainRole:            false,
@@ -588,6 +529,7 @@ func RestartTask(ctx *context.Context, task *models.Cloudbrain, newID *string) e
 		CreatedUnix:     createTime,
 		UpdatedUnix:     createTime,
 		BranchName:      task.BranchName,
+		Spec:            spec,
 	}
 
 	err = models.RestartCloudbrain(task, newTask)

modules/grampus/grampus.go

@@ -37,11 +37,10 @@ var (
 )
 
 type GenerateTrainJobReq struct {
-	JobName        string
-	Command        string
-	ResourceSpecId string
-	ImageUrl       string //与image_id二选一，都有的情况下优先image_url
-	ImageId        string
+	JobName  string
+	Command  string
+	ImageUrl string //与image_id二选一，都有的情况下优先image_url
+	ImageId  string
 
 	DisplayJobName    string
 	Uuid              string
@@ -58,7 +57,6 @@ type GenerateTrainJobReq struct {
 	BranchName        string
 	PreVersionId      int64
 	PreVersionName    string
-	FlavorName        string
 	VersionCount      int
 	EngineName        string
 	TotalVersionCount int
@@ -66,6 +64,7 @@ type GenerateTrainJobReq struct {
 	ProcessType       string
 	DatasetName       string
 	Params            string
+	Spec              *models.Specification
 }
 
 func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error) {
@@ -79,7 +78,7 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error
 			{
 				Name:           req.JobName,
 				Command:        req.Command,
-				ResourceSpecId: req.ResourceSpecId,
+				ResourceSpecId: req.Spec.SourceSpecId,
 				ImageId:        req.ImageId,
 				ImageUrl:       req.ImageUrl,
 				CenterID:       centerID,
@@ -114,15 +113,14 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error
 		Parameters:        req.Params,
 		BootFile:          req.BootFile,
 		DataUrl:           req.DataUrl,
-		FlavorCode:        req.ResourceSpecId,
 		Description:       req.Description,
 		WorkServerNumber:  req.WorkServerNumber,
-		FlavorName:        req.FlavorName,
 		EngineName:        req.EngineName,
 		VersionCount:      req.VersionCount,
 		TotalVersionCount: req.TotalVersionCount,
 		CreatedUnix:       createTime,
 		UpdatedUnix:       createTime,
+		Spec:              req.Spec,
 	})
 
 	if err != nil {

modules/modelarts/modelarts.go

@@ -84,7 +84,6 @@ type GenerateTrainJobReq struct {
 	BootFileUrl       string
 	DataUrl           string
 	TrainUrl          string
-	FlavorCode        string
 	LogUrl            string
 	PoolID            string
 	WorkServerNumber  int
@@ -96,6 +95,7 @@ type GenerateTrainJobReq struct {
 	BranchName        string
 	PreVersionId      int64
 	PreVersionName    string
+	FlavorCode        string
 	FlavorName        string
 	VersionCount      int
 	EngineName        string
@@ -103,6 +103,7 @@ type GenerateTrainJobReq struct {
 	UserImageUrl      string
 	UserCommand       string
 	DatasetName       string
+	Spec              *models.Specification
 }
 
 type GenerateInferenceJobReq struct {
@@ -115,7 +116,6 @@ type GenerateInferenceJobReq struct {
 	BootFileUrl       string
 	DataUrl           string
 	TrainUrl          string
-	FlavorCode        string
 	LogUrl            string
 	PoolID            string
 	WorkServerNumber  int
@@ -134,6 +134,7 @@ type GenerateInferenceJobReq struct {
 	ModelVersion      string
 	CkptName          string
 	ResultUrl         string
+	Spec              *models.Specification
 	DatasetName       string
 }
 
@@ -257,7 +258,7 @@ func GenerateTask(ctx *context.Context, jobName, uuid, description, flavor strin
 	return nil
 }
 
-func GenerateNotebook2(ctx *context.Context, displayJobName, jobName, uuid, description, flavor, imageId string) error {
+func GenerateNotebook2(ctx *context.Context, displayJobName, jobName, uuid, description, imageId string, spec *models.Specification) error {
 	if poolInfos == nil {
 		json.Unmarshal([]byte(setting.PoolInfos), &poolInfos)
 	}
@@ -271,7 +272,7 @@ func GenerateNotebook2(ctx *context.Context, displayJobName, jobName, uuid, desc
 	jobResult, err := createNotebook2(models.CreateNotebook2Params{
 		JobName:     jobName,
 		Description: description,
-		Flavor:      flavor,
+		Flavor:      spec.SourceSpecId,
 		Duration:    autoStopDurationMs,
 		ImageID:     imageId,
 		PoolID:      poolInfos.PoolInfo[0].PoolId,
@@ -308,7 +309,7 @@ func GenerateNotebook2(ctx *context.Context, displayJobName, jobName, uuid, desc
 		RepoID:          ctx.Repo.Repository.ID,
 		JobID:           jobResult.ID,
 		JobName:         jobName,
-		FlavorCode:      flavor,
+		FlavorCode:      spec.SourceSpecId,
 		DisplayJobName:  displayJobName,
 		JobType:         string(models.JobTypeDebug),
 		Type:            models.TypeCloudBrainTwo,
@@ -318,6 +319,7 @@ func GenerateNotebook2(ctx *context.Context, displayJobName, jobName, uuid, desc
 		Description:     description,
 		CreatedUnix:     createTime,
 		UpdatedUnix:     createTime,
+		Spec:            spec,
 	}
 
 	err = models.CreateCloudbrain(task)
@@ -348,7 +350,7 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error
 				PoolID:        req.PoolID,
 				CreateVersion: true,
 				Flavor: models.Flavor{
-					Code: req.FlavorCode,
+					Code: req.Spec.SourceSpecId,
 				},
 				Parameter:    req.Parameters,
 				UserImageUrl: req.UserImageUrl,
@@ -370,7 +372,7 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error
 				PoolID:        req.PoolID,
 				CreateVersion: true,
 				Flavor: models.Flavor{
-					Code: req.FlavorCode,
+					Code: req.Spec.SourceSpecId,
 				},
 				Parameter: req.Parameters,
 			},
@@ -419,7 +421,7 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error
 		BootFile:          req.BootFile,
 		DataUrl:           req.DataUrl,
 		LogUrl:            req.LogUrl,
-		FlavorCode:        req.FlavorCode,
+		FlavorCode:        req.Spec.SourceSpecId,
 		Description:       req.Description,
 		WorkServerNumber:  req.WorkServerNumber,
 		FlavorName:        req.FlavorName,
@@ -428,6 +430,7 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error
 		TotalVersionCount: req.TotalVersionCount,
 		CreatedUnix:       createTime,
 		UpdatedUnix:       createTime,
+		Spec:              req.Spec,
 	})
 
 	if createErr != nil {
@@ -479,7 +482,7 @@ func GenerateTrainJobVersion(ctx *context.Context, req *GenerateTrainJobReq, job
 				LogUrl:        req.LogUrl,
 				PoolID:        req.PoolID,
 				Flavor: models.Flavor{
-					Code: req.FlavorCode,
+					Code: req.Spec.SourceSpecId,
 				},
 				Parameter:    req.Parameters,
 				PreVersionId: req.PreVersionId,
@@ -500,7 +503,7 @@ func GenerateTrainJobVersion(ctx *context.Context, req *GenerateTrainJobReq, job
 				LogUrl:        req.LogUrl,
 				PoolID:        req.PoolID,
 				Flavor: models.Flavor{
-					Code: req.FlavorCode,
+					Code: req.Spec.SourceSpecId,
 				},
 				Parameter:    req.Parameters,
 				PreVersionId: req.PreVersionId,
@@ -567,7 +570,7 @@ func GenerateTrainJobVersion(ctx *context.Context, req *GenerateTrainJobReq, job
 		DataUrl:           req.DataUrl,
 		LogUrl:            req.LogUrl,
 		PreVersionId:      req.PreVersionId,
-		FlavorCode:        req.FlavorCode,
+		FlavorCode:        req.Spec.SourceSpecId,
 		Description:       req.Description,
 		WorkServerNumber:  req.WorkServerNumber,
 		FlavorName:        req.FlavorName,
@@ -576,6 +579,7 @@ func GenerateTrainJobVersion(ctx *context.Context, req *GenerateTrainJobReq, job
 		VersionCount:      VersionListCount + 1,
 		CreatedUnix:       createTime,
 		UpdatedUnix:       createTime,
+		Spec:              req.Spec,
 	})
 	if createErr != nil {
 		log.Error("CreateCloudbrain(%s) failed:%v", req.JobName, createErr.Error())
@@ -666,7 +670,7 @@ func GenerateInferenceJob(ctx *context.Context, req *GenerateInferenceJobReq) (e
 			PoolID:        req.PoolID,
 			CreateVersion: true,
 			Flavor: models.Flavor{
-				Code: req.FlavorCode,
+				Code: req.Spec.SourceSpecId,
 			},
 			Parameter: req.Parameters,
 		},
@@ -718,7 +722,7 @@ func GenerateInferenceJob(ctx *context.Context, req *GenerateInferenceJobReq) (e
 		BootFile:          req.BootFile,
 		DataUrl:           req.DataUrl,
 		LogUrl:            req.LogUrl,
-		FlavorCode:        req.FlavorCode,
+		FlavorCode:        req.Spec.SourceSpecId,
 		Description:       req.Description,
 		WorkServerNumber:  req.WorkServerNumber,
 		FlavorName:        req.FlavorName,
@@ -734,6 +738,7 @@ func GenerateInferenceJob(ctx *context.Context, req *GenerateInferenceJobReq) (e
 		ResultUrl:         req.ResultUrl,
 		CreatedUnix:       createTime,
 		UpdatedUnix:       createTime,
+		Spec:              req.Spec,
 	})
 
 	if err != nil {

options/locale/locale_en-US.ini

@@ -3201,6 +3201,9 @@ gpu_num = GPU
 cpu_num = CPU
 memory = Memory
 shared_memory = Shared Memory
+gpu_memory = GPU Memory
+free = Free
+point_hr = Point/hr
 
 
 DEBUG = DEBUG

options/locale/locale_zh-CN.ini

@@ -3219,6 +3219,9 @@ gpu_num = GPU数
 cpu_num = CPU数
 memory = 内存
 shared_memory = 共享内存
+gpu_memory = 显存
+free = 免费
+point_hr = 积分/时
 
 DEBUG = 调试任务
 SNN4IMAGENET =  评测任务

routers/admin/resources.go

@@ -8,6 +8,8 @@ import (
 	"code.gitea.io/gitea/routers/response"
 	"code.gitea.io/gitea/services/cloudbrain/resource"
 	"net/http"
+	"strconv"
+	"strings"
 )
 
 const (
@@ -118,11 +120,13 @@ func GetResourceSpecificationList(ctx *context.Context) {
 	queue := ctx.QueryInt64("queue")
 	status := ctx.QueryInt("status")
 	cluster := ctx.Query("cluster")
+	available := ctx.QueryInt("available")
 	list, err := resource.GetResourceSpecificationList(models.SearchResourceSpecificationOptions{
-		ListOptions: models.ListOptions{Page: page, PageSize: 10},
-		QueueId:     queue,
-		Status:      status,
-		Cluster:     cluster,
+		ListOptions:   models.ListOptions{Page: page, PageSize: 10},
+		QueueId:       queue,
+		Status:        status,
+		Cluster:       cluster,
+		AvailableCode: available,
 	})
 	if err != nil {
 		log.Error("GetResourceSpecificationList error.%v", err)
@@ -246,3 +250,37 @@ func UpdateResourceScene(ctx *context.Context, req models.ResourceSceneReq) {
 	}
 	ctx.JSON(http.StatusOK, response.Success())
 }
+
+func RefreshHistorySpec(ctx *context.Context) {
+	scope := ctx.Query("scope")
+	list := ctx.Query("list")
+
+	var scopeAll = false
+	if scope == "all" {
+		scopeAll = true
+	}
+	var ids = make([]int64, 0)
+	if list != "" {
+		strs := strings.Split(list, "|")
+		for _, s := range strs {
+			i, err := strconv.ParseInt(s, 10, 64)
+			if err != nil {
+				ctx.JSON(http.StatusOK, response.ServerError(err.Error()))
+				return
+			}
+			ids = append(ids, i)
+		}
+
+	}
+
+	total, success, err := resource.RefreshHistorySpec(scopeAll, ids)
+	if err != nil {
+		log.Error("RefreshHistorySpec error. %v", err)
+		ctx.JSON(http.StatusOK, response.ServerError(err.Error()))
+		return
+	}
+	r := make(map[string]interface{}, 0)
+	r["success"] = success
+	r["total"] = total
+	ctx.JSON(http.StatusOK, response.SuccessWithData(r))
+}

routers/private/internal.go

@@ -6,6 +6,7 @@
 package private
 
 import (
+	"code.gitea.io/gitea/routers/admin"
 	"strings"
 
 	"code.gitea.io/gitea/routers/repo"
@@ -51,6 +52,7 @@ func RegisterRoutes(m *macaron.Macaron) {
 		m.Get("/tool/org_stat", OrgStatisticManually)
 		m.Post("/tool/update_repo_visit/:date", UpdateRepoVisit)
 		m.Post("/task/history_handle/duration", repo.HandleTaskWithNoDuration)
+		m.Post("/resources/specification/handle_historical_task", admin.RefreshHistorySpec)
 
 	}, CheckInternalToken)
 }

routers/repo/cloudbrain.go

@@ -2,6 +2,7 @@ package repo
 
 import (
 	"bufio"
+	"code.gitea.io/gitea/services/cloudbrain/resource"
 	"encoding/json"
 	"errors"
 	"fmt"
@@ -121,86 +122,7 @@ func cloudBrainNewDataPrepare(ctx *context.Context) error {
 		ctx.Data["QueuesDetail"] = queuesDetail
 	}
 
-	cloudbrain.InitSpecialPool()
-
-	if gpuInfos == nil {
-		json.Unmarshal([]byte(setting.GpuTypes), &gpuInfos)
-	}
-	ctx.Data["gpu_types"] = gpuInfos.GpuInfo
-
-	if trainGpuInfos == nil {
-		json.Unmarshal([]byte(setting.TrainGpuTypes), &trainGpuInfos)
-	}
-	ctx.Data["train_gpu_types"] = trainGpuInfos.GpuInfo
-
-	if inferenceGpuInfos == nil && setting.InferenceGpuTypes != "" {
-		json.Unmarshal([]byte(setting.InferenceGpuTypes), &inferenceGpuInfos)
-	}
-	if inferenceGpuInfos != nil {
-		ctx.Data["inference_gpu_types"] = inferenceGpuInfos.GpuInfo
-	}
-
-	if benchmarkGpuInfos == nil {
-		json.Unmarshal([]byte(setting.BenchmarkGpuTypes), &benchmarkGpuInfos)
-	}
-	ctx.Data["benchmark_gpu_types"] = benchmarkGpuInfos.GpuInfo
-
-	if benchmarkResourceSpecs == nil {
-		json.Unmarshal([]byte(setting.BenchmarkResourceSpecs), &benchmarkResourceSpecs)
-	}
-	ctx.Data["benchmark_resource_specs"] = benchmarkResourceSpecs.ResourceSpec
-
-	if cloudbrain.ResourceSpecs == nil {
-		json.Unmarshal([]byte(setting.ResourceSpecs), &cloudbrain.ResourceSpecs)
-	}
-	ctx.Data["resource_specs"] = cloudbrain.ResourceSpecs.ResourceSpec
-
-	if cloudbrain.TrainResourceSpecs == nil {
-		json.Unmarshal([]byte(setting.TrainResourceSpecs), &cloudbrain.TrainResourceSpecs)
-	}
-	ctx.Data["train_resource_specs"] = cloudbrain.TrainResourceSpecs.ResourceSpec
-
-	if cloudbrain.InferenceResourceSpecs == nil && setting.InferenceResourceSpecs != "" {
-		json.Unmarshal([]byte(setting.InferenceResourceSpecs), &cloudbrain.InferenceResourceSpecs)
-	}
-	if cloudbrain.InferenceResourceSpecs != nil {
-		ctx.Data["inference_resource_specs"] = cloudbrain.InferenceResourceSpecs.ResourceSpec
-	}
-
-	if cloudbrain.SpecialPools != nil {
-		var debugGpuTypes []*models.GpuInfo
-		var trainGpuTypes []*models.GpuInfo
-
-		for _, pool := range cloudbrain.SpecialPools.Pools {
-			isOrgMember, _ := models.IsOrganizationMemberByOrgName(pool.Org, ctx.User.ID)
-			if isOrgMember {
-				for _, jobType := range pool.JobType {
-					if jobType == string(models.JobTypeDebug) {
-						debugGpuTypes = append(debugGpuTypes, pool.Pool...)
-						if pool.ResourceSpec != nil {
-							ctx.Data["resource_specs"] = pool.ResourceSpec
-						}
-					} else if jobType == string(models.JobTypeTrain) {
-						trainGpuTypes = append(trainGpuTypes, pool.Pool...)
-						if pool.ResourceSpec != nil {
-							ctx.Data["train_resource_specs"] = pool.ResourceSpec
-						}
-					}
-				}
-				break
-			}
-
-		}
-
-		if len(debugGpuTypes) > 0 {
-			ctx.Data["gpu_types"] = debugGpuTypes
-		}
-
-		if len(trainGpuTypes) > 0 {
-			ctx.Data["train_gpu_types"] = trainGpuTypes
-		}
-
-	}
+	prepareCloudbrainOneSpecs(ctx)
 
 	ctx.Data["params"] = ""
 	ctx.Data["branchName"] = ctx.Repo.BranchName
@@ -218,6 +140,40 @@ func cloudBrainNewDataPrepare(ctx *context.Context) error {
 	return nil
 }
 
+func prepareCloudbrainOneSpecs(ctx *context.Context) {
+	debugSpecs, _ := resource.FindAvailableSpecs(ctx.User.ID, models.FindSpecsOptions{
+		JobType:         models.JobTypeDebug,
+		ComputeResource: models.GPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne,
+	})
+	ctx.Data["debug_specs"] = debugSpecs
+
+	trainSpecs, _ := resource.FindAvailableSpecs(ctx.User.ID, models.FindSpecsOptions{
+		JobType:         models.JobTypeTrain,
+		ComputeResource: models.GPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne,
+	})
+	ctx.Data["train_specs"] = trainSpecs
+
+	inferenceSpecs, _ := resource.FindAvailableSpecs(ctx.User.ID, models.FindSpecsOptions{
+		JobType:         models.JobTypeInference,
+		ComputeResource: models.GPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne,
+	})
+	ctx.Data["inference_specs"] = inferenceSpecs
+
+	benchmarkSpecs, _ := resource.FindAvailableSpecs(ctx.User.ID, models.FindSpecsOptions{
+		JobType:         models.JobTypeBenchmark,
+		ComputeResource: models.GPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne,
+	})
+	ctx.Data["benchmark_specs"] = benchmarkSpecs
+}
+
 func CloudBrainNew(ctx *context.Context) {
 	err := cloudBrainNewDataPrepare(ctx)
 	if err != nil {
@@ -235,9 +191,7 @@ func CloudBrainCreate(ctx *context.Context, form auth.CreateCloudBrainForm) {
 	image := strings.TrimSpace(form.Image)
 	uuids := form.Attachment
 	jobType := form.JobType
-	gpuQueue := form.GpuType
 	codePath := setting.JobPath + jobName + cloudbrain.CodeMountPath
-	resourceSpecId := form.ResourceSpecId
 	branchName := form.BranchName
 	bootFile := strings.TrimSpace(form.BootFile)
 	repo := ctx.Repo.Repository
@@ -325,18 +279,10 @@ func CloudBrainCreate(ctx *context.Context, form auth.CreateCloudBrainForm) {
 		command = commandTrain
 	}
 
-	errStr := checkCloudBrainSpecialPool(ctx, jobType, gpuQueue, resourceSpecId)
-
-	if errStr != "" {
-		cloudBrainNewDataPrepare(ctx)
-		ctx.RenderWithErr(errStr, tpl, &form)
-		return
-	}
-
 	if branchName == "" {
 		branchName = cloudbrain.DefaultBranchName
 	}
-	errStr = loadCodeAndMakeModelPath(repo, codePath, branchName, jobName, cloudbrain.ModelMountPath)
+	errStr := loadCodeAndMakeModelPath(repo, codePath, branchName, jobName, cloudbrain.ModelMountPath)
 	if errStr != "" {
 		cloudBrainNewDataPrepare(ctx)
 		ctx.RenderWithErr(ctx.Tr(errStr), tpl, &form)
@@ -345,6 +291,17 @@ func CloudBrainCreate(ctx *context.Context, form auth.CreateCloudBrainForm) {
 
 	commitID, _ := ctx.Repo.GitRepo.GetBranchCommitID(branchName)
 
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobType(jobType),
+		ComputeResource: models.GPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne})
+	if err != nil || spec == nil {
+		cloudBrainNewDataPrepare(ctx)
+		ctx.RenderWithErr("Resource specification not available", tpl, &form)
+		return
+	}
+
 	req := cloudbrain.GenerateCloudBrainTaskReq{
 		Ctx:                  ctx,
 		DisplayJobName:       displayJobName,
@@ -360,7 +317,6 @@ func CloudBrainCreate(ctx *context.Context, form auth.CreateCloudBrainForm) {
 		Snn4ImageNetPath:     storage.GetMinioPath(jobName, cloudbrain.Snn4imagenetMountPath+"/"),
 		BrainScorePath:       storage.GetMinioPath(jobName, cloudbrain.BrainScoreMountPath+"/"),
 		JobType:              jobType,
-		GpuQueue:             gpuQueue,
 		Description:          form.Description,
 		BranchName:           branchName,
 		BootFile:             form.BootFile,
@@ -368,8 +324,8 @@ func CloudBrainCreate(ctx *context.Context, form auth.CreateCloudBrainForm) {
 		CommitID:             commitID,
 		BenchmarkTypeID:      0,
 		BenchmarkChildTypeID: 0,
-		ResourceSpecId:       resourceSpecId,
 		ResultPath:           storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"),
+		Spec:                 spec,
 	}
 
 	err = cloudbrain.GenerateTask(req)
@@ -417,9 +373,7 @@ func CloudBrainInferenceJobCreate(ctx *context.Context, form auth.CreateCloudBra
 	image := strings.TrimSpace(form.Image)
 	uuid := form.Attachment
 	jobType := string(models.JobTypeInference)
-	gpuQueue := form.GpuType
 	codePath := setting.JobPath + jobName + cloudbrain.CodeMountPath
-	resourceSpecId := form.ResourceSpecId
 	branchName := form.BranchName
 	bootFile := strings.TrimSpace(form.BootFile)
 	labelName := form.LabelName
@@ -501,7 +455,16 @@ func CloudBrainInferenceJobCreate(ctx *context.Context, form auth.CreateCloudBra
 		ctx.RenderWithErr(ctx.Tr("cloudbrain.error.dataset_select"), tpl, &form)
 		return
 	}
-
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobTypeInference,
+		ComputeResource: models.GPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne})
+	if err != nil || spec == nil {
+		cloudBrainNewDataPrepare(ctx)
+		ctx.RenderWithErr("Resource specification not available", tpl, &form)
+		return
+	}
 	req := cloudbrain.GenerateCloudBrainTaskReq{
 		Ctx:              ctx,
 		DisplayJobName:   displayJobName,
@@ -517,19 +480,18 @@ func CloudBrainInferenceJobCreate(ctx *context.Context, form auth.CreateCloudBra
 		Snn4ImageNetPath: storage.GetMinioPath(jobName, cloudbrain.Snn4imagenetMountPath+"/"),
 		BrainScorePath:   storage.GetMinioPath(jobName, cloudbrain.BrainScoreMountPath+"/"),
 		JobType:          jobType,
-		GpuQueue:         gpuQueue,
 		Description:      form.Description,
 		BranchName:       branchName,
 		BootFile:         form.BootFile,
 		Params:           form.Params,
 		CommitID:         commitID,
-		ResourceSpecId:   resourceSpecId,
 		ResultPath:       storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"),
 		ModelName:        form.ModelName,
 		ModelVersion:     form.ModelVersion,
 		CkptName:         form.CkptName,
 		TrainUrl:         form.TrainUrl,
 		LabelName:        labelName,
+		Spec:             spec,
 	}
 
 	err = cloudbrain.GenerateTask(req)
@@ -607,34 +569,25 @@ func CloudBrainRestart(ctx *context.Context) {
 			break
 		}
 
-		var hasSameResource bool
-		if gpuInfos == nil {
-			json.Unmarshal([]byte(setting.GpuTypes), &gpuInfos)
-		}
-		for _, resourceType := range gpuInfos.GpuInfo {
-			if resourceType.Queue == task.GpuQueue {
-				hasSameResource = true
-				break
-			}
-		}
-		if !hasSameResource && cloudbrain.SpecialPools != nil {
-
-			for _, specialPool := range cloudbrain.SpecialPools.Pools {
-				cloudbrain.IsElementExist(specialPool.JobType, string(models.JobTypeDebug))
-				for _, pool := range specialPool.Pool {
-					if pool.Queue == task.GpuQueue {
-						hasSameResource = true
-					}
-				}
-			}
+		specOld, err := resource.GetCloudbrainSpec(task.ID)
+		if err != nil || specOld == nil {
+			log.Error("CloudBrainRestart GetCloudbrainSpec error.task.id = %d", task.ID)
+			resultCode = "-1"
+			errorMsg = "Resource specification not support any more"
+			break
 		}
-
-		if !hasSameResource {
-			log.Error("has no same resource, can not restart", ctx.Data["MsgID"])
+		spec, err := resource.GetAndCheckSpec(ctx.User.ID, specOld.ID, models.FindSpecsOptions{
+			JobType:         models.JobType(task.JobType),
+			ComputeResource: models.GPU,
+			Cluster:         models.OpenICluster,
+			AiCenterCode:    models.AICenterOfCloudBrainOne})
+		if err != nil || spec == nil {
+			log.Error("CloudBrainRestart GetAndCheckSpec error.task.id = %d", task.ID)
 			resultCode = "-1"
-			errorMsg = "the job's version is too old and can not be restarted"
+			errorMsg = "Resource specification not support any more"
 			break
 		}
+		task.Spec = spec
 
 		count, err := models.GetCloudbrainCountByUserID(ctx.User.ID, string(models.JobTypeDebug))
 		if err != nil {
@@ -707,128 +660,13 @@ func cloudBrainShow(ctx *context.Context, tpName base.TplName, jobType models.Jo
 		ctx.NotFound(ctx.Req.URL.RequestURI(), nil)
 		return
 	}
-	hasSpec := false
-	if task.JobType == string(models.JobTypeTrain) {
-		if cloudbrain.TrainResourceSpecs == nil {
-			json.Unmarshal([]byte(setting.TrainResourceSpecs), &cloudbrain.TrainResourceSpecs)
-		}
-
-		for _, tmp := range cloudbrain.TrainResourceSpecs.ResourceSpec {
-			if tmp.Id == task.ResourceSpecId {
-				hasSpec = true
-				ctx.Data["GpuNum"] = tmp.GpuNum
-				ctx.Data["CpuNum"] = tmp.CpuNum
-				ctx.Data["MemMiB"] = tmp.MemMiB
-				ctx.Data["ShareMemMiB"] = tmp.ShareMemMiB
-				break
-			}
-		}
-
-	} else if task.JobType == string(models.JobTypeInference) {
-		if cloudbrain.InferenceResourceSpecs == nil {
-			json.Unmarshal([]byte(setting.InferenceResourceSpecs), &cloudbrain.InferenceResourceSpecs)
-		}
-		for _, tmp := range cloudbrain.InferenceResourceSpecs.ResourceSpec {
-			if tmp.Id == task.ResourceSpecId {
-				hasSpec = true
-				ctx.Data["GpuNum"] = tmp.GpuNum
-				ctx.Data["CpuNum"] = tmp.CpuNum
-				ctx.Data["MemMiB"] = tmp.MemMiB
-				ctx.Data["ShareMemMiB"] = tmp.ShareMemMiB
-				break
-			}
-		}
-	} else {
-		if cloudbrain.ResourceSpecs == nil {
-			json.Unmarshal([]byte(setting.ResourceSpecs), &cloudbrain.ResourceSpecs)
-		}
-		for _, tmp := range cloudbrain.ResourceSpecs.ResourceSpec {
-			if tmp.Id == task.ResourceSpecId {
-				hasSpec = true
-				ctx.Data["GpuNum"] = tmp.GpuNum
-				ctx.Data["CpuNum"] = tmp.CpuNum
-				ctx.Data["MemMiB"] = tmp.MemMiB
-				ctx.Data["ShareMemMiB"] = tmp.ShareMemMiB
-				break
-
-			}
-		}
-	}
-
-	if !hasSpec && cloudbrain.SpecialPools != nil {
-
-		for _, specialPool := range cloudbrain.SpecialPools.Pools {
-
-			if specialPool.ResourceSpec != nil {
-
-				for _, spec := range specialPool.ResourceSpec {
-					if task.ResourceSpecId == spec.Id {
-						ctx.Data["GpuNum"] = spec.GpuNum
-						ctx.Data["CpuNum"] = spec.CpuNum
-						ctx.Data["MemMiB"] = spec.MemMiB
-						ctx.Data["ShareMemMiB"] = spec.ShareMemMiB
-						break
-					}
-				}
-			}
-		}
+	prepareSpec4Show(ctx, task)
+	if ctx.Written() {
+		return
 	}
 
 	if result != nil {
 		jobRes, _ := models.ConvertToJobResultPayload(result.Payload)
-		jobRes.Resource.Memory = strings.ReplaceAll(jobRes.Resource.Memory, "Mi", "MB")
-		spec := "GPU数：" + strconv.Itoa(jobRes.Resource.NvidiaComGpu) + "，CPU数：" + strconv.Itoa(jobRes.Resource.CPU) + "，内存(MB):" + jobRes.Resource.Memory
-		ctx.Data["resource_spec"] = spec
-		if task.JobType == string(models.JobTypeTrain) {
-			if trainGpuInfos == nil {
-				json.Unmarshal([]byte(setting.TrainGpuTypes), &trainGpuInfos)
-			}
-			for _, resourceType := range trainGpuInfos.GpuInfo {
-				if resourceType.Queue == jobRes.Config.GpuType {
-					ctx.Data["resource_type"] = resourceType.Value
-				}
-			}
-
-		} else if task.JobType == string(models.JobTypeInference) {
-			if inferenceGpuInfos == nil {
-				json.Unmarshal([]byte(setting.InferenceGpuTypes), &inferenceGpuInfos)
-			}
-			for _, resourceType := range inferenceGpuInfos.GpuInfo {
-				if resourceType.Queue == jobRes.Config.GpuType {
-					ctx.Data["resource_type"] = resourceType.Value
-				}
-			}
-		} else if cloudbrain.IsBenchmarkJob(task.JobType) {
-			if benchmarkGpuInfos == nil {
-				json.Unmarshal([]byte(setting.BenchmarkGpuTypes), &benchmarkGpuInfos)
-			}
-
-			for _, resourceType := range benchmarkGpuInfos.GpuInfo {
-				if resourceType.Queue == jobRes.Config.GpuType {
-					ctx.Data["resource_type"] = resourceType.Value
-				}
-			}
-
-		} else {
-			if gpuInfos == nil {
-				json.Unmarshal([]byte(setting.GpuTypes), &gpuInfos)
-			}
-			for _, resourceType := range gpuInfos.GpuInfo {
-				if resourceType.Queue == jobRes.Config.GpuType {
-					ctx.Data["resource_type"] = resourceType.Value
-				}
-			}
-		}
-
-		if cloudbrain.SpecialPools != nil {
-			for _, specialPool := range cloudbrain.SpecialPools.Pools {
-				for _, resourceType := range specialPool.Pool {
-					if resourceType.Queue == jobRes.Config.GpuType {
-						ctx.Data["resource_type"] = resourceType.Value
-					}
-				}
-			}
-		}
 		taskRoles := jobRes.TaskRoles
 		taskRes, _ := models.ConvertToTaskPod(taskRoles[cloudbrain.SubTaskName].(map[string]interface{}))
 		ctx.Data["taskRes"] = taskRes
@@ -952,6 +790,85 @@ func CloudBrainDebug(ctx *context.Context) {
 	ctx.Redirect(debugUrl)
 }
 
+func prepareSpec4Show(ctx *context.Context, task *models.Cloudbrain) {
+	s, err := resource.GetCloudbrainSpec(task.ID)
+	if err != nil {
+		log.Info("error:" + err.Error())
+		ctx.NotFound(ctx.Req.URL.RequestURI(), nil)
+		return
+	}
+	ctx.Data["Spec"] = s
+}
+
+func oldPrepareSpec4Show(ctx *context.Context, task *models.Cloudbrain) {
+	hasSpec := false
+	if task.JobType == string(models.JobTypeTrain) {
+		if cloudbrain.TrainResourceSpecs == nil {
+			json.Unmarshal([]byte(setting.TrainResourceSpecs), &cloudbrain.TrainResourceSpecs)
+		}
+
+		for _, tmp := range cloudbrain.TrainResourceSpecs.ResourceSpec {
+			if tmp.Id == task.ResourceSpecId {
+				hasSpec = true
+				ctx.Data["GpuNum"] = tmp.GpuNum
+				ctx.Data["CpuNum"] = tmp.CpuNum
+				ctx.Data["MemMiB"] = tmp.MemMiB
+				ctx.Data["ShareMemMiB"] = tmp.ShareMemMiB
+				break
+			}
+		}
+
+	} else if task.JobType == string(models.JobTypeInference) {
+		if cloudbrain.InferenceResourceSpecs == nil {
+			json.Unmarshal([]byte(setting.InferenceResourceSpecs), &cloudbrain.InferenceResourceSpecs)
+		}
+		for _, tmp := range cloudbrain.InferenceResourceSpecs.ResourceSpec {
+			if tmp.Id == task.ResourceSpecId {
+				hasSpec = true
+				ctx.Data["GpuNum"] = tmp.GpuNum
+				ctx.Data["CpuNum"] = tmp.CpuNum
+				ctx.Data["MemMiB"] = tmp.MemMiB
+				ctx.Data["ShareMemMiB"] = tmp.ShareMemMiB
+				break
+			}
+		}
+	} else {
+		if cloudbrain.ResourceSpecs == nil {
+			json.Unmarshal([]byte(setting.ResourceSpecs), &cloudbrain.ResourceSpecs)
+		}
+		for _, tmp := range cloudbrain.ResourceSpecs.ResourceSpec {
+			if tmp.Id == task.ResourceSpecId {
+				hasSpec = true
+				ctx.Data["GpuNum"] = tmp.GpuNum
+				ctx.Data["CpuNum"] = tmp.CpuNum
+				ctx.Data["MemMiB"] = tmp.MemMiB
+				ctx.Data["ShareMemMiB"] = tmp.ShareMemMiB
+				break
+
+			}
+		}
+	}
+
+	if !hasSpec && cloudbrain.SpecialPools != nil {
+
+		for _, specialPool := range cloudbrain.SpecialPools.Pools {
+
+			if specialPool.ResourceSpec != nil {
+
+				for _, spec := range specialPool.ResourceSpec {
+					if task.ResourceSpecId == spec.Id {
+						ctx.Data["GpuNum"] = spec.GpuNum
+						ctx.Data["CpuNum"] = spec.CpuNum
+						ctx.Data["MemMiB"] = spec.MemMiB
+						ctx.Data["ShareMemMiB"] = spec.ShareMemMiB
+						break
+					}
+				}
+			}
+		}
+	}
+}
+
 func CloudBrainCommitImageShow(ctx *context.Context) {
 	ctx.Data["PageIsCloudBrain"] = true
 	ctx.Data["Type"] = ctx.Cloudbrain.Type
@@ -2285,10 +2202,8 @@ func BenchMarkAlgorithmCreate(ctx *context.Context, form auth.CreateCloudBrainFo
 	displayJobName := form.DisplayJobName
 	jobName := util.ConvertDisplayJobNameToJobName(displayJobName)
 	image := strings.TrimSpace(form.Image)
-	gpuQueue := form.GpuType
 	command := cloudbrain.CommandBenchmark
 	codePath := setting.JobPath + jobName + cloudbrain.CodeMountPath
-	resourceSpecId := cloudbrain.BenchMarkResourceID
 	benchmarkTypeID := form.BenchmarkTypeID
 	benchmarkChildTypeID := form.BenchmarkChildTypeID
 
@@ -2329,19 +2244,14 @@ func BenchMarkAlgorithmCreate(ctx *context.Context, form auth.CreateCloudBrainFo
 		return
 	}
 
-	_, err = getBenchmarkGpuQueue(gpuQueue)
-	if err != nil {
-		log.Error("getBenchmarkGpuQueue failed:%v", err, ctx.Data["MsgID"])
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobTypeBenchmark,
+		ComputeResource: models.GPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne})
+	if err != nil || spec == nil {
 		cloudBrainNewDataPrepare(ctx)
-		ctx.RenderWithErr("gpu queue error", tplCloudBrainBenchmarkNew, &form)
-		return
-	}
-
-	_, err = getBenchmarkResourceSpec(resourceSpecId)
-	if err != nil {
-		log.Error("getBenchmarkResourceSpec failed:%v", err, ctx.Data["MsgID"])
-		cloudBrainNewDataPrepare(ctx)
-		ctx.RenderWithErr("resource spec error", tplCloudBrainBenchmarkNew, &form)
+		ctx.RenderWithErr("Resource specification not available", tplCloudBrainBenchmarkNew, &form)
 		return
 	}
 
@@ -2402,14 +2312,8 @@ func BenchMarkAlgorithmCreate(ctx *context.Context, form auth.CreateCloudBrainFo
 	}
 
 	benchmarkPath := setting.JobPath + jobName + cloudbrain.BenchMarkMountPath
-	var gpuType string
-	for _, gpuInfo := range gpuInfos.GpuInfo {
-		if gpuInfo.Queue == gpuQueue {
-			gpuType = gpuInfo.Value
-		}
-	}
 
-	if err := downloadRateCode(repo, jobName, childInfo.Owner, childInfo.RepoName, benchmarkPath, form.BenchmarkCategory, gpuType, ctx.User.Name); err != nil {
+	if err := downloadRateCode(repo, jobName, childInfo.Owner, childInfo.RepoName, benchmarkPath, form.BenchmarkCategory, spec.AccCardType, ctx.User.Name); err != nil {
 		log.Error("downloadRateCode failed, %v", err, ctx.Data["MsgID"])
 		//cloudBrainNewDataPrepare(ctx)
 		//ctx.RenderWithErr("system error", tplCloudBrainBenchmarkNew, &form)
@@ -2447,7 +2351,6 @@ func BenchMarkAlgorithmCreate(ctx *context.Context, form auth.CreateCloudBrainFo
 		Snn4ImageNetPath:     storage.GetMinioPath(jobName, cloudbrain.Snn4imagenetMountPath+"/"),
 		BrainScorePath:       storage.GetMinioPath(jobName, cloudbrain.BrainScoreMountPath+"/"),
 		JobType:              string(models.JobTypeBenchmark),
-		GpuQueue:             gpuQueue,
 		Description:          form.Description,
 		BranchName:           cloudbrain.DefaultBranchName,
 		BootFile:             "",
@@ -2455,8 +2358,8 @@ func BenchMarkAlgorithmCreate(ctx *context.Context, form auth.CreateCloudBrainFo
 		CommitID:             "",
 		BenchmarkTypeID:      benchmarkTypeID,
 		BenchmarkChildTypeID: benchmarkChildTypeID,
-		ResourceSpecId:       resourceSpecId,
 		ResultPath:           storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"),
+		Spec:                 spec,
 	}
 
 	err = cloudbrain.GenerateTask(req)
@@ -2476,9 +2379,7 @@ func ModelBenchmarkCreate(ctx *context.Context, form auth.CreateCloudBrainForm)
 	image := form.Image
 	uuid := form.Attachment
 	jobType := form.JobType
-	gpuQueue := form.GpuType
 	codePath := setting.JobPath + jobName + cloudbrain.CodeMountPath
-	resourceSpecId := form.ResourceSpecId
 	branchName := cloudbrain.DefaultBranchName
 	repo := ctx.Repo.Repository
 
@@ -2560,7 +2461,16 @@ func ModelBenchmarkCreate(ctx *context.Context, form auth.CreateCloudBrainForm)
 		ctx.RenderWithErr(ctx.Tr("cloudbrain.error.dataset_select"), tpl, &form)
 		return
 	}
-
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobTypeBenchmark,
+		ComputeResource: models.GPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne})
+	if err != nil || spec == nil {
+		cloudBrainNewDataPrepare(ctx)
+		ctx.RenderWithErr("Resource specification not available", tpl, &form)
+		return
+	}
 	req := cloudbrain.GenerateCloudBrainTaskReq{
 		Ctx:                  ctx,
 		DisplayJobName:       displayJobName,
@@ -2576,7 +2486,6 @@ func ModelBenchmarkCreate(ctx *context.Context, form auth.CreateCloudBrainForm)
 		Snn4ImageNetPath:     storage.GetMinioPath(jobName, cloudbrain.Snn4imagenetMountPath+"/"),
 		BrainScorePath:       storage.GetMinioPath(jobName, cloudbrain.BrainScoreMountPath+"/"),
 		JobType:              jobType,
-		GpuQueue:             gpuQueue,
 		Description:          form.Description,
 		BranchName:           branchName,
 		BootFile:             form.BootFile,
@@ -2584,8 +2493,8 @@ func ModelBenchmarkCreate(ctx *context.Context, form auth.CreateCloudBrainForm)
 		CommitID:             "",
 		BenchmarkTypeID:      0,
 		BenchmarkChildTypeID: benchmarkChildTypeID,
-		ResourceSpecId:       resourceSpecId,
 		ResultPath:           storage.GetMinioPath(jobName, cloudbrain.ResultPath+"/"),
+		Spec:                 spec,
 	}
 
 	err = cloudbrain.GenerateTask(req)

routers/repo/grampus.go

@@ -1,6 +1,7 @@
 package repo
 
 import (
+	"code.gitea.io/gitea/services/cloudbrain/resource"
 	"encoding/json"
 	"errors"
 	"fmt"
@@ -106,15 +107,11 @@ func grampusTrainJobNewDataPrepare(ctx *context.Context, processType string) err
 		}
 	}
 
-	//get valid resource specs
-	specs, err := grampus.GetResourceSpecs(processType)
-
-	grampusSpecs := getFilterSpecBySpecialPool(specs, includeCenters, excludeCenters)
-
-	if err != nil {
-		log.Error("GetResourceSpecs failed:", err.Error())
-	} else {
-		ctx.Data["flavor_infos"] = grampusSpecs
+	//prepare available specs
+	if processType == grampus.ProcessorTypeNPU {
+		prepareGrampusTrainSpecs(ctx, models.NPU)
+	} else if processType == grampus.ProcessorTypeGPU {
+		prepareGrampusTrainSpecs(ctx, models.GPU)
 	}
 
 	//get branches
@@ -140,6 +137,15 @@ func grampusTrainJobNewDataPrepare(ctx *context.Context, processType string) err
 	return nil
 }
 
+func prepareGrampusTrainSpecs(ctx *context.Context, computeResource string) {
+	noteBookSpecs, _ := resource.FindAvailableSpecs(ctx.User.ID, models.FindSpecsOptions{
+		JobType:         models.JobTypeTrain,
+		ComputeResource: computeResource,
+		Cluster:         models.C2NetCluster,
+	})
+	ctx.Data["Specs"] = noteBookSpecs
+}
+
 func getFilterSpecBySpecialPool(specs *models.GetGrampusResourceSpecsResult, includeCenters map[string]struct{}, excludeCenters map[string]struct{}) []models.GrampusSpec {
 	if len(includeCenters) == 0 && len(excludeCenters) == 0 {
 		return specs.Infos
@@ -206,7 +212,6 @@ func GrampusTrainJobGpuCreate(ctx *context.Context, form auth.CreateGrampusTrain
 	codeMinioPath := setting.CBCodePathPrefix + jobName + cloudbrain.CodeMountPath + "/"
 	dataMinioPath := setting.Attachment.Minio.BasePath + path.Join(uuid[0:1], uuid[1:2]) + "/" + uuid
 	branchName := form.BranchName
-	flavorName := form.FlavorName
 	image := strings.TrimSpace(form.Image)
 
 	if !jobNamePattern.MatchString(displayJobName) {
@@ -272,6 +277,18 @@ func GrampusTrainJobGpuCreate(ctx *context.Context, form auth.CreateGrampusTrain
 		}
 	}
 
+	//check specification
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobTypeTrain,
+		ComputeResource: models.GPU,
+		Cluster:         models.C2NetCluster,
+	})
+	if err != nil || spec == nil {
+		grampusTrainJobNewDataPrepare(ctx, grampus.ProcessorTypeGPU)
+		ctx.RenderWithErr("Resource specification not available", tplGrampusTrainJobGPUNew, &form)
+		return
+	}
+
 	//check dataset
 	attachment, err := models.GetAttachmentByUUID(uuid)
 	if err != nil {
@@ -336,7 +353,6 @@ func GrampusTrainJobGpuCreate(ctx *context.Context, form auth.CreateGrampusTrain
 		ComputeResource:  models.GPUResource,
 		ProcessType:      grampus.ProcessorTypeGPU,
 		Command:          command,
-		ResourceSpecId:   form.FlavorID,
 		ImageUrl:         image,
 		Description:      description,
 		BootFile:         bootFile,
@@ -344,12 +360,12 @@ func GrampusTrainJobGpuCreate(ctx *context.Context, form auth.CreateGrampusTrain
 		CommitID:         commitID,
 		BranchName:       branchName,
 		Params:           form.Params,
-		FlavorName:       flavorName,
 		EngineName:       image,
 		DatasetName:      attachment.Name,
 		IsLatestVersion:  modelarts.IsLatestVersion,
 		VersionCount:     modelarts.VersionCountOne,
 		WorkServerNumber: 1,
+		Spec:             spec,
 	}
 
 	err = grampus.GenerateTrainJob(ctx, req)
@@ -397,7 +413,6 @@ func GrampusTrainJobNpuCreate(ctx *context.Context, form auth.CreateGrampusTrain
 	dataObsPath := setting.BasePath + path.Join(uuid[0:1], uuid[1:2]) + "/" + uuid + "/"
 	branchName := form.BranchName
 	isLatestVersion := modelarts.IsLatestVersion
-	flavorName := form.FlavorName
 	versionCount := modelarts.VersionCountOne
 	engineName := form.EngineName
 
@@ -464,6 +479,18 @@ func GrampusTrainJobNpuCreate(ctx *context.Context, form auth.CreateGrampusTrain
 		}
 	}
 
+	//check specification
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobTypeTrain,
+		ComputeResource: models.NPU,
+		Cluster:         models.C2NetCluster,
+	})
+	if err != nil || spec == nil {
+		grampusTrainJobNewDataPrepare(ctx, grampus.ProcessorTypeNPU)
+		ctx.RenderWithErr("Resource specification not available", tplGrampusTrainJobNPUNew, &form)
+		return
+	}
+
 	//check dataset
 	attachment, err := models.GetAttachmentByUUID(uuid)
 	if err != nil {
@@ -518,7 +545,6 @@ func GrampusTrainJobNpuCreate(ctx *context.Context, form auth.CreateGrampusTrain
 		ComputeResource:   models.NPUResource,
 		ProcessType:       grampus.ProcessorTypeNPU,
 		Command:           command,
-		ResourceSpecId:    form.FlavorID,
 		ImageId:           form.ImageID,
 		DataUrl:           dataObsPath,
 		Description:       description,
@@ -531,11 +557,11 @@ func GrampusTrainJobNpuCreate(ctx *context.Context, form auth.CreateGrampusTrain
 		IsLatestVersion:   isLatestVersion,
 		BranchName:        branchName,
 		Params:            form.Params,
-		FlavorName:        flavorName,
 		EngineName:        engineName,
 		VersionCount:      versionCount,
 		TotalVersionCount: modelarts.TotalVersionCount,
 		DatasetName:       attachment.Name,
+		Spec:              spec,
 	}
 
 	err = grampus.GenerateTrainJob(ctx, req)
@@ -712,6 +738,7 @@ func GrampusTrainJobShow(ctx *context.Context) {
 
 	taskList := make([]*models.Cloudbrain, 0)
 	taskList = append(taskList, task)
+	prepareSpec4Show(ctx, task)
 	ctx.Data["version_list_task"] = taskList
 	ctx.Data["datasetDownload"] = GetCloudBrainDataSetInfo(task.Uuid, false)
 	ctx.Data["canDownload"] = cloudbrain.CanModifyJob(ctx, task)

routers/repo/modelarts.go

@@ -2,9 +2,9 @@ package repo
 
 import (
 	"archive/zip"
+	"code.gitea.io/gitea/services/cloudbrain/resource"
 	"encoding/json"
 	"errors"
-	"fmt"
 	"io"
 	"io/ioutil"
 	"net/http"
@@ -140,11 +140,7 @@ func notebookNewDataPrepare(ctx *context.Context) error {
 	}
 	ctx.Data["images"] = modelarts.ImageInfos.ImageInfo
 
-	if modelarts.FlavorInfos == nil {
-		json.Unmarshal([]byte(setting.FlavorInfos), &modelarts.FlavorInfos)
-	}
-	ctx.Data["flavors"] = modelarts.FlavorInfos.FlavorInfo
-	setSpecBySpecialPoolConfig(ctx, string(models.JobTypeDebug))
+	prepareCloudbrainTwoDebugSpecs(ctx)
 
 	ctx.Data["datasetType"] = models.TypeCloudBrainTwo
 
@@ -154,6 +150,16 @@ func notebookNewDataPrepare(ctx *context.Context) error {
 	return nil
 }
 
+func prepareCloudbrainTwoDebugSpecs(ctx *context.Context) {
+	noteBookSpecs, _ := resource.FindAvailableSpecs(ctx.User.ID, models.FindSpecsOptions{
+		JobType:         models.JobTypeDebug,
+		ComputeResource: models.NPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainTwo,
+	})
+	ctx.Data["Specs"] = noteBookSpecs
+}
+
 func NotebookCreate(ctx *context.Context, form auth.CreateModelArtsNotebookForm) {
 	ctx.Data["PageIsNotebook"] = true
 	jobName := form.JobName
@@ -204,7 +210,6 @@ func Notebook2Create(ctx *context.Context, form auth.CreateModelArtsNotebookForm
 	jobName := util.ConvertDisplayJobNameToJobName(displayJobName)
 	uuid := form.Attachment
 	description := form.Description
-	flavor := form.Flavor
 	imageId := form.ImageId
 	repo := ctx.Repo.Repository
 
@@ -240,14 +245,17 @@ func Notebook2Create(ctx *context.Context, form auth.CreateModelArtsNotebookForm
 		}
 	}
 
-	errStr := checkModelArtsSpecialPool(ctx, flavor, string(models.JobTypeDebug))
-	if errStr != "" {
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobTypeDebug,
+		ComputeResource: models.NPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainTwo})
+	if err != nil || spec == nil {
 		notebookNewDataPrepare(ctx)
-		ctx.RenderWithErr(ctx.Tr(errStr), tplModelArtsNotebookNew, &form)
+		ctx.RenderWithErr("Resource specification not available", tplModelArtsNotebookNew, &form)
 		return
 	}
-
-	err = modelarts.GenerateNotebook2(ctx, displayJobName, jobName, uuid, description, flavor, imageId)
+	err = modelarts.GenerateNotebook2(ctx, displayJobName, jobName, uuid, description, imageId, spec)
 	if err != nil {
 		log.Error("GenerateNotebook2 failed, %v", err, ctx.Data["MsgID"])
 		notebookNewDataPrepare(ctx)
@@ -292,24 +300,7 @@ func NotebookShow(ctx *context.Context) {
 	if err == nil {
 		task.User = user
 	}
-	if modelarts.FlavorInfos == nil {
-		json.Unmarshal([]byte(setting.FlavorInfos), &modelarts.FlavorInfos)
-	}
-
-	findSpec := false
-	if modelarts.FlavorInfos != nil {
-		ctx.Data["resource_spec"] = modelarts.FlavorInfos.FlavorInfo[0].Desc
-		for _, f := range modelarts.FlavorInfos.FlavorInfo {
-			if fmt.Sprint(f.Value) == task.FlavorCode {
-				ctx.Data["resource_spec"] = f.Desc
-				findSpec = true
-				break
-			}
-		}
-	}
-
-	setShowSpecBySpecialPoolConfig(ctx, findSpec, task)
-
+	prepareSpec4Show(ctx, task)
 	if task.TrainJobDuration == "" {
 		if task.Duration == 0 {
 			var duration int64
@@ -421,6 +412,7 @@ func NotebookRestart(ctx *context.Context) {
 	var resultCode = "-1"
 	var errorMsg = ""
 	var status = ""
+	var spec *models.Specification
 
 	task := ctx.Cloudbrain
 
@@ -448,6 +440,23 @@ func NotebookRestart(ctx *context.Context) {
 			}
 		}
 
+		oldSpec, err := resource.GetCloudbrainSpec(task.ID)
+		if err != nil || oldSpec == nil {
+			log.Error("NotebookManage GetCloudbrainSpec error.%v", err)
+			errorMsg = "Resource specification not available"
+			break
+		}
+		spec, err = resource.GetAndCheckSpec(ctx.User.ID, oldSpec.ID, models.FindSpecsOptions{
+			JobType:         models.JobType(task.JobType),
+			ComputeResource: models.NPU,
+			Cluster:         models.OpenICluster,
+			AiCenterCode:    models.AICenterOfCloudBrainTwo})
+		if err != nil || spec == nil {
+			log.Error("NotebookManage GetAndCheckSpec error.task.id = %d", task.ID)
+			errorMsg = "Resource specification not support any more"
+			break
+		}
+
 		createTime := timeutil.TimeStampNow()
 		param := models.NotebookAction{
 			Action: models.ActionStart,
@@ -491,8 +500,7 @@ func NotebookRestart(ctx *context.Context) {
 			Description:     task.Description,
 			CreatedUnix:     createTime,
 			UpdatedUnix:     createTime,
-			FlavorCode:      task.FlavorCode,
-			FlavorName:      task.FlavorName,
+			Spec:            spec,
 		}
 
 		err = models.RestartCloudbrain(task, newTask)
@@ -725,14 +733,7 @@ func trainJobNewDataPrepare(ctx *context.Context) error {
 	}
 	ctx.Data["engine_versions"] = versionInfos.Version
 
-	var flavorInfos modelarts.Flavor
-	if err = json.Unmarshal([]byte(setting.TrainJobFLAVORINFOS), &flavorInfos); err != nil {
-		ctx.ServerError("json.Unmarshal failed:", err)
-		return err
-	}
-	ctx.Data["flavor_infos"] = flavorInfos.Info
-
-	setSpecBySpecialPoolConfig(ctx, string(models.JobTypeTrain))
+	prepareCloudbrainTwoTrainSpecs(ctx)
 
 	ctx.Data["params"] = ""
 	ctx.Data["branchName"] = ctx.Repo.BranchName
@@ -750,6 +751,16 @@ func trainJobNewDataPrepare(ctx *context.Context) error {
 	return nil
 }
 
+func prepareCloudbrainTwoTrainSpecs(ctx *context.Context) {
+	noteBookSpecs, _ := resource.FindAvailableSpecs(ctx.User.ID, models.FindSpecsOptions{
+		JobType:         models.JobTypeTrain,
+		ComputeResource: models.NPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainTwo,
+	})
+	ctx.Data["Specs"] = noteBookSpecs
+}
+
 func setSpecBySpecialPoolConfig(ctx *context.Context, jobType string) {
 	modelarts.InitSpecialPool()
 
@@ -832,13 +843,7 @@ func trainJobErrorNewDataPrepare(ctx *context.Context, form auth.CreateModelArts
 	}
 	ctx.Data["engine_versions"] = versionInfos.Version
 
-	var flavorInfos modelarts.Flavor
-	if err = json.Unmarshal([]byte(setting.TrainJobFLAVORINFOS), &flavorInfos); err != nil {
-		ctx.ServerError("json.Unmarshal failed:", err)
-		return err
-	}
-	ctx.Data["flavor_infos"] = flavorInfos.Info
-	setSpecBySpecialPoolConfig(ctx, string(models.JobTypeTrain))
+	prepareCloudbrainTwoTrainSpecs(ctx)
 
 	configList, err := getConfigList(modelarts.PerPage, 1, modelarts.SortByCreateTime, "desc", "", modelarts.ConfigTypeCustom)
 	if err != nil {
@@ -926,14 +931,7 @@ func trainJobNewVersionDataPrepare(ctx *context.Context) error {
 	}
 	ctx.Data["engine_versions"] = versionInfos.Version
 
-	var flavorInfos modelarts.Flavor
-	if err = json.Unmarshal([]byte(setting.TrainJobFLAVORINFOS), &flavorInfos); err != nil {
-		ctx.ServerError("json.Unmarshal failed:", err)
-		return err
-	}
-	ctx.Data["flavor_infos"] = flavorInfos.Info
-
-	setSpecBySpecialPoolConfig(ctx, string(models.JobTypeTrain))
+	prepareCloudbrainTwoTrainSpecs(ctx)
 
 	var Parameters modelarts.Parameters
 	if err = json.Unmarshal([]byte(task.Parameters), &Parameters); err != nil {
@@ -1021,13 +1019,7 @@ func versionErrorDataPrepare(ctx *context.Context, form auth.CreateModelArtsTrai
 	}
 	ctx.Data["engine_versions"] = versionInfos.Version
 
-	var flavorInfos modelarts.Flavor
-	if err = json.Unmarshal([]byte(setting.TrainJobFLAVORINFOS), &flavorInfos); err != nil {
-		ctx.ServerError("json.Unmarshal failed:", err)
-		return err
-	}
-	ctx.Data["flavor_infos"] = flavorInfos.Info
-	setSpecBySpecialPoolConfig(ctx, string(models.JobTypeTrain))
+	prepareCloudbrainTwoTrainSpecs(ctx)
 
 	var Parameters modelarts.Parameters
 	if err = json.Unmarshal([]byte(form.Params), &Parameters); err != nil {
@@ -1080,7 +1072,6 @@ func TrainJobCreate(ctx *context.Context, form auth.CreateModelArtsTrainJobForm)
 	workServerNumber := form.WorkServerNumber
 	engineID := form.EngineID
 	bootFile := strings.TrimSpace(form.BootFile)
-	flavorCode := form.Flavor
 	params := form.Params
 	poolID := form.PoolID
 	//isSaveParam := form.IsSaveParam
@@ -1126,10 +1117,14 @@ func TrainJobCreate(ctx *context.Context, form auth.CreateModelArtsTrainJobForm)
 		return
 	}
 
-	errStr := checkModelArtsSpecialPool(ctx, flavorCode, string(models.JobTypeTrain))
-	if errStr != "" {
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobTypeTrain,
+		ComputeResource: models.NPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainTwo})
+	if err != nil || spec == nil {
 		trainJobErrorNewDataPrepare(ctx, form)
-		ctx.RenderWithErr(ctx.Tr(errStr), tplModelArtsTrainJobNew, &form)
+		ctx.RenderWithErr("Resource specification not available", tplModelArtsTrainJobNew, &form)
 		return
 	}
 	//Determine whether the task name of the task in the project is duplicated
@@ -1292,7 +1287,6 @@ func TrainJobCreate(ctx *context.Context, form auth.CreateModelArtsTrainJobForm)
 		BootFileUrl:       codeObsPath + bootFile,
 		BootFile:          bootFile,
 		TrainUrl:          outputObsPath,
-		FlavorCode:        flavorCode,
 		WorkServerNumber:  workServerNumber,
 		EngineID:          int64(engineID),
 		LogUrl:            logObsPath,
@@ -1308,6 +1302,7 @@ func TrainJobCreate(ctx *context.Context, form auth.CreateModelArtsTrainJobForm)
 		VersionCount:      VersionCount,
 		TotalVersionCount: modelarts.TotalVersionCount,
 		DatasetName:       datasetNames,
+		Spec:              spec,
 	}
 	userCommand, userImageUrl := getUserCommand(engineID, req)
 	req.UserCommand = userCommand
@@ -1393,7 +1388,6 @@ func TrainJobCreateVersion(ctx *context.Context, form auth.CreateModelArtsTrainJ
 	workServerNumber := form.WorkServerNumber
 	engineID := form.EngineID
 	bootFile := strings.TrimSpace(form.BootFile)
-	flavorCode := form.Flavor
 	params := form.Params
 	poolID := form.PoolID
 	//isSaveParam := form.IsSaveParam
@@ -1431,10 +1425,14 @@ func TrainJobCreateVersion(ctx *context.Context, form auth.CreateModelArtsTrainJ
 		return
 	}
 
-	errStr := checkModelArtsSpecialPool(ctx, flavorCode, string(models.JobTypeTrain))
-	if errStr != "" {
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobTypeTrain,
+		ComputeResource: models.NPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainTwo})
+	if err != nil || spec == nil {
 		versionErrorDataPrepare(ctx, form)
-		ctx.RenderWithErr(ctx.Tr(errStr), tplModelArtsTrainJobVersionNew, &form)
+		ctx.RenderWithErr("Resource specification not available", tplModelArtsTrainJobVersionNew, &form)
 		return
 	}
 
@@ -1588,7 +1586,6 @@ func TrainJobCreateVersion(ctx *context.Context, form auth.CreateModelArtsTrainJ
 		BootFileUrl:       codeObsPath + bootFile,
 		BootFile:          bootFile,
 		TrainUrl:          outputObsPath,
-		FlavorCode:        flavorCode,
 		WorkServerNumber:  workServerNumber,
 		IsLatestVersion:   isLatestVersion,
 		EngineID:          int64(engineID),
@@ -1605,6 +1602,7 @@ func TrainJobCreateVersion(ctx *context.Context, form auth.CreateModelArtsTrainJ
 		PreVersionName:    PreVersionName,
 		TotalVersionCount: latestTask.TotalVersionCount + 1,
 		DatasetName:       datasetNames,
+		Spec:              spec,
 	}
 	userCommand, userImageUrl := getUserCommand(engineID, req)
 	req.UserCommand = userCommand
@@ -1792,7 +1790,6 @@ func TrainJobShow(ctx *context.Context) {
 	for i, task := range VersionListTasks {
 
 		var parameters models.Parameters
-
 		err := json.Unmarshal([]byte(VersionListTasks[i].Parameters), &parameters)
 		if err != nil {
 			log.Error("Failed to Unmarshal Parameters: %s (%v)", VersionListTasks[i].Parameters, err)
@@ -1813,6 +1810,14 @@ func TrainJobShow(ctx *context.Context) {
 		datasetList = append(datasetList, GetCloudBrainDataSetInfo(task.Uuid, false))
 		VersionListTasks[i].CanDel = cloudbrain.CanDeleteJob(ctx, &task.Cloudbrain)
 		VersionListTasks[i].CanModify = cloudbrain.CanModifyJob(ctx, &task.Cloudbrain)
+
+		//add spec
+		s, err := resource.GetCloudbrainSpec(task.Cloudbrain.ID)
+		if err != nil {
+			log.Error("TrainJobShow GetCloudbrainSpec error:" + err.Error())
+			continue
+		}
+		VersionListTasks[i].Cloudbrain.Spec = s
 	}
 
 	pager := context.NewPagination(VersionListCount, setting.UI.IssuePagingNum, page, 5)
@@ -1980,7 +1985,6 @@ func InferenceJobCreate(ctx *context.Context, form auth.CreateModelArtsInference
 	workServerNumber := form.WorkServerNumber
 	engineID := form.EngineID
 	bootFile := strings.TrimSpace(form.BootFile)
-	flavorCode := form.Flavor
 	params := form.Params
 	poolID := form.PoolID
 	repo := ctx.Repo.Repository
@@ -2050,13 +2054,16 @@ func InferenceJobCreate(ctx *context.Context, form auth.CreateModelArtsInference
 		}
 	}
 
-	errStr := checkModelArtsSpecialPool(ctx, flavorCode, string(models.JobTypeInference))
-	if errStr != "" {
+	spec, err := resource.GetAndCheckSpec(ctx.User.ID, form.SpecId, models.FindSpecsOptions{
+		JobType:         models.JobTypeInference,
+		ComputeResource: models.NPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainTwo})
+	if err != nil || spec == nil {
 		inferenceJobErrorNewDataPrepare(ctx, form)
-		ctx.RenderWithErr(ctx.Tr(errStr), tplModelArtsInferenceJobNew, &form)
+		ctx.RenderWithErr("Resource specification not available", tplModelArtsInferenceJobNew, &form)
 		return
 	}
-
 	//todo: del the codeLocalPath
 	_, err = ioutil.ReadDir(codeLocalPath)
 	if err == nil {
@@ -2108,7 +2115,7 @@ func InferenceJobCreate(ctx *context.Context, form auth.CreateModelArtsInference
 	datasUrlList, dataUrl, datasetNames, isMultiDataset, err := getDatasUrlListByUUIDS(uuid)
 	if err != nil {
 		inferenceJobErrorNewDataPrepare(ctx, form)
-		ctx.RenderWithErr(ctx.Tr(errStr), tplModelArtsInferenceJobNew, &form)
+		ctx.RenderWithErr(err.Error(), tplModelArtsInferenceJobNew, &form)
 		return
 	}
 	dataPath := dataUrl
@@ -2164,7 +2171,6 @@ func InferenceJobCreate(ctx *context.Context, form auth.CreateModelArtsInference
 		BootFileUrl:       codeObsPath + bootFile,
 		BootFile:          bootFile,
 		TrainUrl:          trainUrl,
-		FlavorCode:        flavorCode,
 		WorkServerNumber:  workServerNumber,
 		EngineID:          int64(engineID),
 		LogUrl:            logObsPath,
@@ -2184,6 +2190,7 @@ func InferenceJobCreate(ctx *context.Context, form auth.CreateModelArtsInference
 		ModelVersion:      modelVersion,
 		CkptName:          ckptName,
 		ResultUrl:         resultObsPath,
+		Spec:              spec,
 		DatasetName:       datasetNames,
 	}
 
@@ -2364,14 +2371,7 @@ func inferenceJobNewDataPrepare(ctx *context.Context) error {
 	}
 	ctx.Data["engine_versions"] = versionInfos.Version
 
-	var flavorInfos modelarts.Flavor
-	if err = json.Unmarshal([]byte(setting.TrainJobFLAVORINFOS), &flavorInfos); err != nil {
-		ctx.ServerError("json.Unmarshal failed:", err)
-		return err
-	}
-
-	ctx.Data["flavor_infos"] = flavorInfos.Info
-	setSpecBySpecialPoolConfig(ctx, string(models.JobTypeInference))
+	prepareCloudbrainTwoInferenceSpecs(ctx)
 
 	ctx.Data["params"] = ""
 	ctx.Data["branchName"] = ctx.Repo.BranchName
@@ -2402,6 +2402,16 @@ func inferenceJobNewDataPrepare(ctx *context.Context) error {
 	return nil
 }
 
+func prepareCloudbrainTwoInferenceSpecs(ctx *context.Context) {
+	noteBookSpecs, _ := resource.FindAvailableSpecs(ctx.User.ID, models.FindSpecsOptions{
+		JobType:         models.JobTypeInference,
+		ComputeResource: models.NPU,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainTwo,
+	})
+	ctx.Data["Specs"] = noteBookSpecs
+}
+
 func inferenceJobErrorNewDataPrepare(ctx *context.Context, form auth.CreateModelArtsInferenceJobForm) error {
 	ctx.Data["PageIsCloudBrain"] = true
 
@@ -2518,7 +2528,7 @@ func InferenceJobShow(ctx *context.Context) {
 	} else {
 		task.Parameters = ""
 	}
-
+	prepareSpec4Show(ctx, task)
 	LabelName := strings.Fields(task.LabelName)
 	ctx.Data["labelName"] = LabelName
 	ctx.Data["jobID"] = jobID

routers/response/response_list.go

@@ -2,3 +2,4 @@ package response
 
 var RESOURCE_QUEUE_NOT_AVAILABLE = &BizError{Code: 1001, Err: "resource queue not available"}
 var SPECIFICATION_NOT_EXIST = &BizError{Code: 1002, Err: "specification not exist"}
+var SPECIFICATION_NOT_AVAILABLE = &BizError{Code: 1003, Err: "specification not available"}

services/cloudbrain/resource/resource_specification.go

@@ -2,12 +2,19 @@ package resource
 
 import (
 	"code.gitea.io/gitea/models"
+	"code.gitea.io/gitea/modules/cloudbrain"
 	"code.gitea.io/gitea/modules/grampus"
 	"code.gitea.io/gitea/modules/log"
+	"code.gitea.io/gitea/modules/modelarts"
+	"code.gitea.io/gitea/modules/setting"
 	"code.gitea.io/gitea/routers/response"
 	"code.gitea.io/gitea/services/admin/operate_log"
+	"encoding/json"
+	"errors"
 	"fmt"
+	"strconv"
 	"strings"
+	"time"
 )
 
 func AddResourceSpecification(doerId int64, req models.ResourceSpecificationReq) error {
@@ -92,6 +99,7 @@ func SyncGrampusSpecs(doerId int64) error {
 					GPUMemGiB:       gpuMemGiB,
 					Status:          models.SpecNotVerified,
 					IsAutomaticSync: true,
+					IsAvailable:     true,
 					CreatedBy:       doerId,
 					UpdatedBy:       doerId,
 				})
@@ -103,6 +111,7 @@ func SyncGrampusSpecs(doerId int64) error {
 					CpuCores:    spec.SpecInfo.CpuCoreNum,
 					MemGiB:      memGiB,
 					GPUMemGiB:   gpuMemGiB,
+					IsAvailable: true,
 					UpdatedBy:   doerId,
 				})
 			}
@@ -142,7 +151,9 @@ func ResourceSpecOnShelf(doerId int64, id int64, unitPrice int) *response.BizErr
 	if q, err := models.GetResourceQueue(&models.ResourceQueue{ID: spec.QueueId}); err != nil || q == nil {
 		return response.RESOURCE_QUEUE_NOT_AVAILABLE
 	}
-
+	if !spec.IsAvailable {
+		return response.SPECIFICATION_NOT_AVAILABLE
+	}
 	err = models.ResourceSpecOnShelf(id, unitPrice)
 	if err != nil {
 		return response.NewBizError(err)
@@ -184,3 +195,449 @@ func AddSpecOperateLog(doerId int64, operateType string, newValue, oldValue *mod
 		Comment:     comment,
 	})
 }
+
+func FindAvailableSpecs(userId int64, opts models.FindSpecsOptions) ([]*models.Specification, error) {
+	r, err := models.FindSpecs(opts)
+	if err != nil {
+		log.Error("FindAvailableSpecs error.%v", err)
+		return nil, err
+	}
+	//filter exclusive specs
+	specs := filterExclusiveSpecs(r, userId)
+
+	//distinct by sourceSpecId
+	specs = distinctSpecs(specs)
+	return specs, err
+}
+
+func filterExclusiveSpecs(r []*models.Specification, userId int64) []*models.Specification {
+	specs := make([]*models.Specification, 0, len(r))
+	specMap := make(map[int64]string, 0)
+	for i := 0; i < len(r); i++ {
+		spec := r[i]
+		if _, has := specMap[spec.ID]; has {
+			continue
+		}
+		if !spec.IsExclusive {
+			specs = append(specs, spec)
+			specMap[spec.ID] = ""
+			continue
+		}
+		orgs := strings.Split(spec.ExclusiveOrg, ";")
+		for _, org := range orgs {
+			isMember, _ := models.IsOrganizationMemberByOrgName(org, userId)
+			if isMember {
+				specs = append(specs, spec)
+				specMap[spec.ID] = ""
+			}
+		}
+	}
+	return specs
+}
+
+func distinctSpecs(r []*models.Specification) []*models.Specification {
+	specs := make([]*models.Specification, 0, len(r))
+	sourceSpecIdMap := make(map[string]string, 0)
+	for i := 0; i < len(r); i++ {
+		spec := r[i]
+		if spec.SourceSpecId == "" {
+			specs = append(specs, spec)
+			continue
+		}
+		if _, has := sourceSpecIdMap[spec.SourceSpecId]; has {
+			continue
+		}
+		specs = append(specs, spec)
+		sourceSpecIdMap[spec.SourceSpecId] = ""
+	}
+	return specs
+}
+
+func GetAndCheckSpec(userId int64, specId int64, opts models.FindSpecsOptions) (*models.Specification, error) {
+	if specId == 0 {
+		return nil, nil
+	}
+	opts.SpecId = specId
+	r, err := FindAvailableSpecs(userId, opts)
+	if err != nil {
+		return nil, err
+	}
+	if r == nil || len(r) == 0 {
+		return nil, nil
+	}
+	return r[0], nil
+}
+
+func InsertCloudbrainSpec(cloudbrainId int64, s *models.Specification) error {
+	c := models.CloudbrainSpec{
+		CloudbrainID:    cloudbrainId,
+		SpecId:          s.ID,
+		SourceSpecId:    s.SourceSpecId,
+		AccCardsNum:     s.AccCardsNum,
+		AccCardType:     s.AccCardType,
+		CpuCores:        s.CpuCores,
+		MemGiB:          s.MemGiB,
+		GPUMemGiB:       s.GPUMemGiB,
+		ShareMemGiB:     s.ShareMemGiB,
+		ComputeResource: s.ComputeResource,
+		UnitPrice:       s.UnitPrice,
+		QueueId:         s.QueueId,
+		QueueCode:       s.QueueCode,
+		Cluster:         s.Cluster,
+		AiCenterCode:    s.AiCenterCode,
+		AiCenterName:    s.AiCenterName,
+		IsExclusive:     s.IsExclusive,
+		ExclusiveOrg:    s.ExclusiveOrg,
+	}
+	_, err := models.InsertCloudbrainSpec(c)
+	if err != nil {
+		log.Error("InsertCloudbrainSpec error.CloudbrainSpec=%v. err=%v", c, err)
+		return err
+	}
+	return nil
+}
+
+func GetCloudbrainSpec(cloudbrainId int64) (*models.Specification, error) {
+	c, err := models.GetCloudbrainSpecByID(cloudbrainId)
+	if err != nil {
+		return nil, err
+	}
+	if c == nil {
+		return nil, nil
+	}
+	return c.ConvertToSpecification(), nil
+}
+
+func RefreshHistorySpec(scopeAll bool, ids []int64) (int64, int64, error) {
+	var success int64
+	var total int64
+
+	if !scopeAll {
+		if ids == nil || len(ids) == 0 {
+			return 0, 0, nil
+		}
+		total = int64(len(ids))
+		tasks, err := models.GetCloudbrainWithDeletedByIDs(ids)
+		if err != nil {
+			return total, 0, err
+		}
+		for _, task := range tasks {
+			err = RefreshOneHistorySpec(task)
+			if err != nil {
+				log.Error("RefreshOneHistorySpec error.%v", err)
+				continue
+			}
+			success++
+		}
+
+	} else {
+		page := 1
+		pageSize := 100
+		n, err := models.CountNoSpecHistoricTask()
+		if err != nil {
+			log.Error("FindNoSpecHistoricTask CountNoSpecHistoricTask error. e=%v", err)
+			return 0, 0, err
+		}
+		total = n
+		for i := 0; i < 500; i++ {
+			list, err := models.FindCloudbrainTask(page, pageSize)
+			page++
+			if err != nil {
+				log.Error("FindCloudbrainTask error.page=%d pageSize=%d  e=%v", page, pageSize, err)
+				return total, success, err
+			}
+			if len(list) == 0 {
+				log.Info("RefreshHistorySpec. list is empty")
+				break
+			}
+			for _, task := range list {
+				s, err := GetCloudbrainSpec(task.ID)
+				if err != nil {
+					log.Error("RefreshHistorySpec GetCloudbrainSpec error.%v", err)
+					continue
+				}
+				if s != nil {
+					continue
+				}
+				err = RefreshOneHistorySpec(task)
+				if err != nil {
+					log.Error("RefreshOneHistorySpec error.%v", err)
+					continue
+				}
+				success++
+			}
+			if len(list) < pageSize {
+				log.Info("RefreshHistorySpec. list < pageSize")
+				break
+			}
+		}
+	}
+	return total, success, nil
+
+}
+
+func RefreshOneHistorySpec(task *models.Cloudbrain) error {
+	var spec *models.Specification
+	var err error
+	switch task.Type {
+	case models.TypeCloudBrainOne:
+		spec, err = getCloudbrainOneSpec(task)
+	case models.TypeCloudBrainTwo:
+		spec, err = getCloudbrainTwoSpec(task)
+	case models.TypeC2Net:
+		spec, err = getGrampusSpec(task)
+	}
+	if err != nil {
+		log.Error("find spec error,task.ID=%d err=%v", task.ID, err)
+		return err
+	}
+	if spec == nil {
+		log.Error("find spec failed,task.ID=%d", task.ID)
+		return errors.New("find spec failed")
+	}
+	return InsertCloudbrainSpec(task.ID, spec)
+}
+
+func getCloudbrainOneSpec(task *models.Cloudbrain) (*models.Specification, error) {
+	if task.GpuQueue == "" {
+		log.Info("gpu queue is empty.task.ID = %d", task.ID)
+		return nil, nil
+	}
+	//find from config
+	spec, err := findCloudbrainOneSpecFromConfig(task)
+	if err != nil {
+		log.Error("getCloudbrainOneSpec findCloudbrainOneSpecFromConfig error.%v", err)
+		return nil, err
+	}
+	if spec != nil {
+		return spec, nil
+	}
+	//find from remote
+	return findCloudbrainOneSpecFromRemote(task)
+
+}
+
+func findCloudbrainOneSpecFromRemote(task *models.Cloudbrain) (*models.Specification, error) {
+	time.Sleep(200 * time.Millisecond)
+	log.Info("start findCloudbrainOneSpecFromRemote")
+	result, err := cloudbrain.GetJob(task.JobID)
+	if err != nil {
+		log.Error("getCloudbrainOneSpec error. %v", err)
+		return nil, err
+	}
+
+	if result == nil {
+		log.Info("findCloudbrainOneSpecFromRemote failed,result is empty.task.ID=%d", task.ID)
+		return nil, nil
+	}
+	jobRes, _ := models.ConvertToJobResultPayload(result.Payload)
+	memSize, _ := models.ParseMemSizeFromGrampus(jobRes.Resource.Memory)
+	if task.ComputeResource == "CPU/GPU" {
+		task.ComputeResource = models.GPU
+	}
+	var shmMB float32
+	if jobRes.Config.TaskRoles != nil && len(jobRes.Config.TaskRoles) > 0 {
+		shmMB = float32(jobRes.Config.TaskRoles[0].ShmMB) / 1024
+	}
+
+	opt := models.FindSpecsOptions{
+		ComputeResource: task.ComputeResource,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne,
+		QueueCode:       task.GpuQueue,
+		AccCardsNum:     jobRes.Resource.NvidiaComGpu,
+		UseAccCardsNum:  true,
+		CpuCores:        jobRes.Resource.CPU,
+		UseCpuCores:     true,
+		MemGiB:          memSize,
+		UseMemGiB:       memSize > 0,
+		ShareMemGiB:     shmMB,
+		UseShareMemGiB:  shmMB > 0,
+		RequestAll:      true,
+	}
+	specs, err := models.FindSpecs(opt)
+	if err != nil {
+		log.Error("getCloudbrainOneSpec from remote error,%v", err)
+		return nil, err
+	}
+	if len(specs) == 1 {
+		return specs[0], nil
+	}
+	if len(specs) == 0 {
+		s, err := InitQueueAndSpec(opt, "云脑一", "处理历史云脑任务时自动添加")
+		if err != nil {
+			log.Error("getCloudbrainOneSpec InitQueueAndSpec error.err=%v", err)
+			return nil, nil
+		}
+		return s, nil
+	}
+	log.Error("Too many results matched.size=%d  opt=%+v", len(specs), opt)
+	return nil, nil
+}
+
+func findCloudbrainOneSpecFromConfig(task *models.Cloudbrain) (*models.Specification, error) {
+	//find from config
+	var specConfig *models.ResourceSpec
+	hasSpec := false
+	if task.JobType == string(models.JobTypeTrain) {
+		if cloudbrain.TrainResourceSpecs == nil {
+			json.Unmarshal([]byte(setting.TrainResourceSpecs), &cloudbrain.TrainResourceSpecs)
+		}
+		for _, tmp := range cloudbrain.TrainResourceSpecs.ResourceSpec {
+			if tmp.Id == task.ResourceSpecId {
+				hasSpec = true
+				specConfig = tmp
+				break
+			}
+		}
+	} else if task.JobType == string(models.JobTypeInference) {
+		if cloudbrain.InferenceResourceSpecs == nil {
+			json.Unmarshal([]byte(setting.InferenceResourceSpecs), &cloudbrain.InferenceResourceSpecs)
+		}
+		for _, tmp := range cloudbrain.InferenceResourceSpecs.ResourceSpec {
+			if tmp.Id == task.ResourceSpecId {
+				hasSpec = true
+				specConfig = tmp
+				break
+			}
+		}
+	} else {
+		if cloudbrain.ResourceSpecs == nil {
+			json.Unmarshal([]byte(setting.ResourceSpecs), &cloudbrain.ResourceSpecs)
+		}
+		for _, tmp := range cloudbrain.ResourceSpecs.ResourceSpec {
+			if tmp.Id == task.ResourceSpecId {
+				hasSpec = true
+				specConfig = tmp
+				break
+
+			}
+		}
+	}
+	if !hasSpec && cloudbrain.SpecialPools != nil {
+
+		for _, specialPool := range cloudbrain.SpecialPools.Pools {
+
+			if specialPool.ResourceSpec != nil {
+
+				for _, spec := range specialPool.ResourceSpec {
+					if task.ResourceSpecId == spec.Id {
+						hasSpec = true
+						specConfig = spec
+						break
+					}
+				}
+			}
+		}
+	}
+	if specConfig == nil {
+		log.Error("getCloudbrainOneSpec from config failed,task.ResourceSpecId=%d", task.ResourceSpecId)
+		return nil, nil
+	}
+	if task.ComputeResource == "CPU/GPU" {
+		task.ComputeResource = models.GPU
+	}
+
+	opt := models.FindSpecsOptions{
+		JobType:         models.JobType(task.JobType),
+		ComputeResource: task.ComputeResource,
+		Cluster:         models.OpenICluster,
+		AiCenterCode:    models.AICenterOfCloudBrainOne,
+		QueueCode:       task.GpuQueue,
+		AccCardsNum:     specConfig.GpuNum,
+		UseAccCardsNum:  true,
+		CpuCores:        specConfig.CpuNum,
+		UseCpuCores:     true,
+		MemGiB:          float32(specConfig.MemMiB) / 1024,
+		UseMemGiB:       true,
+		ShareMemGiB:     float32(specConfig.ShareMemMiB) / 1024,
+		UseShareMemGiB:  true,
+		RequestAll:      true,
+	}
+	specs, err := models.FindSpecs(opt)
+	if err != nil {
+		log.Error("getCloudbrainOneSpec from config error,%v", err)
+		return nil, err
+	}
+	if len(specs) > 1 {
+		log.Error("Too many results matched.size=%d  opt=%+v", len(specs), opt)
+		return nil, nil
+	}
+	if len(specs) == 0 {
+		s, err := InitQueueAndSpec(opt, "云脑一", "处理历史云脑任务时自动添加")
+		if err != nil {
+			log.Error("getCloudbrainOneSpec InitQueueAndSpec error.err=%v", err)
+			return nil, nil
+		}
+		return s, nil
+	}
+	return specs[0], nil
+}
+
+func getCloudbrainTwoSpec(task *models.Cloudbrain) (*models.Specification, error) {
+	specMap, err := models.GetCloudbrainTwoSpecs()
+	if err != nil {
+		log.Error("InitCloudbrainTwoSpecs err.%v", err)
+		return nil, err
+	}
+	if task.FlavorCode != "" {
+		return specMap[task.FlavorCode], nil
+	}
+	time.Sleep(200 * time.Millisecond)
+	log.Info("start getCloudbrainTwoSpec FromRemote")
+	if task.JobType == string(models.JobTypeDebug) {
+		result, err := modelarts.GetNotebook2(task.JobID)
+		if err != nil {
+			log.Error("getCloudbrainTwoSpec GetNotebook2 error.%v", err)
+			return nil, err
+		}
+		if result != nil {
+			return specMap[result.Flavor], nil
+		}
+	} else if task.JobType == string(models.JobTypeTrain) || task.JobType == string(models.JobTypeInference) {
+		result, err := modelarts.GetTrainJob(task.JobID, strconv.FormatInt(task.VersionID, 10))
+		if err != nil {
+			log.Error("getCloudbrainTwoSpec GetTrainJob error:%v", task.JobName, err)
+			return nil, err
+		}
+		if result != nil {
+			return specMap[result.Flavor.Code], nil
+		}
+	}
+	return nil, nil
+}
+
+func getGrampusSpec(task *models.Cloudbrain) (*models.Specification, error) {
+	specMap, err := models.GetGrampusSpecs()
+	if err != nil {
+		log.Error("GetGrampusSpecs err.%v", err)
+		return nil, err
+	}
+	if task.AiCenter != "" {
+		c := strings.Split(task.AiCenter, "+")
+		spec := specMap[task.FlavorCode+"_"+c[0]]
+		if spec != nil {
+			return spec, nil
+		}
+	}
+	return specMap[task.FlavorCode], nil
+}
+
+func InitQueueAndSpec(opt models.FindSpecsOptions, aiCenterName string, remark string) (*models.Specification, error) {
+	return models.InitQueueAndSpec(models.ResourceQueue{
+		QueueCode:       opt.QueueCode,
+		Cluster:         opt.Cluster,
+		AiCenterCode:    opt.AiCenterCode,
+		AiCenterName:    aiCenterName,
+		ComputeResource: opt.ComputeResource,
+		AccCardType:     models.GetCloudbrainOneAccCardType(opt.QueueCode),
+		Remark:          remark,
+	}, models.ResourceSpecification{
+		AccCardsNum: opt.AccCardsNum,
+		CpuCores:    opt.CpuCores,
+		MemGiB:      opt.MemGiB,
+		GPUMemGiB:   opt.GPUMemGiB,
+		ShareMemGiB: opt.ShareMemGiB,
+		Status:      models.SpecOffShelf,
+	})
+}

templates/custom/task_wait_count.tmpl

@@ -0,0 +1,25 @@
+<div style="display:inline-block;">
+  <div style="display:flex;align-items:center;color:#f2711c;">
+    <i class="ri-error-warning-line" style="margin-right: 0.5rem; font-size: 14px"></i>
+    <span style="font-size: 12px">{{.i18n.Tr "repo.wait_count_start"}} <span class="__task_wait_count__">{{.WaitCount}}</span> {{.i18n.Tr "repo.wait_count_end"}}</span>
+  </div>
+</div>
+<script>
+  ;(function() {
+    var queuesDetail = {{.QueuesDetail}};
+    if (queuesDetail) {
+      function changeSpecs() {
+        var specsSelEl = $('select#__specs__');
+        var seldOption = specsSelEl.find('option:selected');
+        var queueCode = seldOption.attr('queueCode');
+        $('span.__task_wait_count__').text(queuesDetail[queueCode] || 0);
+      };
+      $('body').on('change', 'select#__specs__', function(e) {
+        changeSpecs();
+      });
+      setTimeout(function() {
+        changeSpecs();
+      }, 50);
+    }
+  })();
+</script>

templates/repo/cloudbrain/benchmark/new.tmpl

@@ -51,9 +51,12 @@
                         <a class="active item model_benchmark"
                             href="{{.Link}}?benchmarkMode=model">{{.i18n.Tr "repo.cloudbrain.benchmark.model"}}</a>
                     </div>
-                    {{template "custom/wait_count_train" Dict "ctx" $ "type" .benchmark_gpu_types}}
                 </div>
                 <div>
+                    <div class="min_title inline field" style="margin-top:-10px;">
+                        <label class="label-fix-width" style="font-weight: normal;"></label>
+                        {{template "custom/task_wait_count" .}}
+                    </div>
                     <div class="required min_title inline field">
                         <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.job_name"}}</label>
                         <input style="width: 80%;" name="display_job_name" id="trainjob_job_name"
@@ -71,7 +74,7 @@
                             onkeyup="this.value=this.value.substring(0, 255)">{{.description}}</textarea>
                     </div>
 
-                    <div class="required min_title inline field">
+                    <!--<div class="required min_title inline field">
                         <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.gpu_type"}}</label>
                         <select id="cloudbrain_gpu_type" class="ui search dropdown width48" placeholder="选择GPU类型"
                             name="gpu_type">
@@ -79,7 +82,7 @@
                             <option value="{{.Queue}}">{{.Value}}</option>
                             {{end}}
                         </select>
-                    </div>
+                    </div>-->
                     <div class="required unite min_title two inline fields" style="margin-left: 80px;">
                         <div class="required ten wide field" style="width: 26.5% !important;">
                             <label style="font-weight: normal;">{{.i18n.Tr "cloudbrain.task_type"}}</label>&nbsp;
@@ -112,7 +115,7 @@
                     <div id="images-new-cb">
                     </div>
                     {{template "custom/select_dataset_train" .}}
-                    <div class="required min_title inline field" style="margin-top:2rem;">
+                    <!--<div class="required min_title inline field" style="margin-top:2rem;">
                         <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
                         <select id="cloudbrain_resource_spec" class="ui search dropdown"
                             placeholder="{{.i18n.Tr "cloudbrain.select_specification"}}" style='width:385px'
@@ -123,6 +126,13 @@
                             </option>
                             {{end}}
                         </select>
+                    </div>-->
+                    <div class="required min_title inline field" style="margin-top:2rem;">
+                        <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
+                        <select id="__specs__" class="ui search dropdown width48"
+                            placeholder="{{.i18n.Tr "cloudbrain.select_specification"}}" style='width:385px'
+                            name="spec_id">
+                        </select>
                     </div>
                     <div class="inline min_title field">
                         <label class="label-fix-width" style="font-weight: normal;"></label>
@@ -146,10 +156,13 @@
                         <a class="item model_benchmark"
                             href="{{.Link}}?benchmarkMode=model">{{.i18n.Tr "repo.cloudbrain.benchmark.model"}}</a>
                     </div>
-                    {{template "custom/wait_count_train" Dict "ctx" $ "type" .benchmark_gpu_types}}
                 </div>
 
                 <div>
+                    <div class="min_title inline field" style="margin-top:-10px;">
+                        <label class="label-fix-width" style="font-weight: normal;"></label>
+                        {{template "custom/task_wait_count" .}}
+                    </div>
                     <div class="required min_title inline field">
                         <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.job_name"}}</label>
                         <input style="width: 80%;" name="display_job_name" id="trainjob_job_name"
@@ -167,7 +180,7 @@
                             onkeyup="this.value=this.value.substring(0, 255)">{{.description}}</textarea>
                     </div>
 
-                    <div class="required min_title inline field">
+                    <!--<div class="required min_title inline field">
                         <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.gpu_type"}}</label>
                         <select id="cloudbrain_gpu_type" class="ui search dropdown" placeholder="选择GPU类型"
                             style='width:385px' name="gpu_type">
@@ -175,7 +188,7 @@
                             <option value="{{.Queue}}">{{.Value}}</option>
                             {{end}}
                         </select>
-                    </div>
+                    </div>-->
                     <div class="required unite inline min_title  fields" style="width: 90%;margin-left: 5.7rem;">&nbsp;
                         <div class="required eight wide field">
                             <label style="font-weight: normal;white-space: nowrap;">{{.i18n.Tr "repo.cloudbrain.benchmark.evaluate_type"}}</label>
@@ -201,7 +214,7 @@
                     <div id="images-new-cb">
                     </div>
 
-                    <div class="required min_title inline field">
+                    <!--<div class="required min_title inline field">
                         <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
                         <select id="cloudbrain_resource_spec" class="ui search dropdown"
                             placeholder="{{.i18n.Tr "cloudbrain.select_specification"}}" style='width:385px'
@@ -212,6 +225,14 @@
                             </option>
                             {{end}}
                         </select>
+                    </div>-->
+
+                    <div class="required min_title inline field">
+                        <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
+                        <select id="__specs__" class="ui search dropdown width48"
+                            placeholder="{{.i18n.Tr "cloudbrain.select_specification"}}" style='width:385px'
+                            name="spec_id">
+                        </select>
                     </div>
 
                     <div class="inline min_title field required">
@@ -245,7 +266,7 @@
     </div>
 </div>
 {{template "base/footer" .}}
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
     let form = document.getElementById('form_id');
     let createFlag = false
@@ -342,4 +363,16 @@
     $('.ui.create_train_job.green.button').click(function (e) {
         validate()
     })
+
+    ;(function() {
+        var SPECS = {{ .benchmark_specs }};
+        var showPoint = true;
+        renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+    })();
 </script>

templates/repo/cloudbrain/benchmark/show.tmpl

@@ -453,7 +453,7 @@
                                                         {{$.i18n.Tr "cloudbrain.gpu_type"}}
                                                     </td>
 
-                                                    <td class="ti-text-form-content">
+                                                    <td class="ti-text-form-content resorce_type">
                                                         <div class="text-span text-span-w">
                                                             {{$.resource_type}}
                                                         </div>
@@ -464,9 +464,9 @@
                                                         {{$.i18n.Tr "repo.modelarts.train_job.standard"}}
                                                     </td>
 
-                                                    <td class="ti-text-form-content">
+                                                    <td class="ti-text-form-content spec">
                                                         <div class="text-span text-span-w">
-                                                            {{$.resource_spec}}
+                                                            {{$.resource_spec}}                                                            
                                                         </div>
                                                     </td>
                                                 </tr>
@@ -571,7 +571,22 @@
 
 </div>
 {{template "base/footer" .}}
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
+<script>
+;(function() {
+    var SPEC = {{ $.Spec }};        
+    var showPoint = true;
+    var specStr = window.renderSpecStr(SPEC, showPoint, {
+        gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+        free: {{$.i18n.Tr "cloudbrain.free"}},
+        point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+        memory: {{$.i18n.Tr "cloudbrain.memory"}},
+        shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+    });
+    $('td.ti-text-form-content.spec div').text(specStr);
+    $('td.ti-text-form-content.resorce_type div').text(getListValueWithKey(ACC_CARD_TYPE, SPEC.AccCardType));
+})();
+</script>
 <script>
     $('.menu .item').tab()
 
@@ -606,4 +621,5 @@
         });
     }
 
+    
 </script>

templates/repo/cloudbrain/inference/new.tmpl

@@ -82,8 +82,11 @@
                             </svg>
                             Ascend NPU</a>
                     </div>
-                    {{template "custom/wait_count_train" Dict "ctx" $ "type" .inference_gpu_types}}
-                    <div style="display: flex;align-items: center;margin-left: 155px;margin-top: 0.5rem;">
+                </div>
+                <div class="min_title inline field" style="margin-top:-10px;">
+                    <label class="label-fix-width" style="font-weight: normal;"></label>
+                    {{template "custom/task_wait_count" .}}
+                    <div style="display: flex;align-items: center;margin-left: 156px;margin-top: 0.5rem;">
                         <i class="ri-error-warning-line" style="color: #f2711c;margin-right: 0.5rem;"></i>
                         <span style="color: #888;font-size: 12px;">{{.i18n.Tr "cloudbrain.new_infer_gpu_tooltips" "/dataset" "/model" "/result" | Safe}}</span>
                     </div>
@@ -140,7 +143,7 @@
                       <span >
                         <i class="question circle icon" data-content="{{.i18n.Tr "cloudbrain.model_file_postfix_rule"}}" data-position="top center" data-variation="inverted mini"></i>
                     </span>
-                      
+
                 </div>
                 <!-- AI引擎 -->
                 <div id="images-new-cb">
@@ -168,7 +171,7 @@
                         </select>
                 </div>
                 <!-- GPU 卡的类型 -->
-                <div class="required min_title inline field">
+                <!--<div class="required min_title inline field">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.gpu_type"}}</label>
                     <select id="cloudbrain_gpu_type" class="ui search width48 dropdown gpu-type" placeholder="选择GPU类型"
                         style='width:385px' name="gpu_type">
@@ -189,7 +192,7 @@
                             {{end}}
                         {{end}}
                     </select>
-                </div>
+                </div>-->
                 <!-- 数据集-->
                 <div id="select-multi-dataset">
 
@@ -227,7 +230,7 @@
                     </select>
                 </div>
                 <!-- 规格 -->
-                <div class="required min_title inline field">
+                <!--<div class="required min_title inline field">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
                     <select id="cloudbrain_resource_spec" class="ui search dropdown width80" placeholder="选择资源规格" name="resource_spec_id">
                         {{if .resource_spec_id}}
@@ -248,8 +251,12 @@
                             {{end}}
                         {{end}}
                     </select>
+                </div>-->
+                <div class="required min_title inline field">
+                    <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
+                    <select id="__specs__" class="ui search dropdown width48" placeholder="{{.i18n.Tr "cloudbrain.select_specification"}}" name="spec_id">
+                    </select>
                 </div>
-                
                 <!-- 表单操作 -->
                 <div class="inline min_title field">
                     <label class="label-fix-width" style="font-weight: normal;"></label>
@@ -264,7 +271,7 @@
     </div>
 </div>
 {{template "base/footer" .}}
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
     let form = document.getElementById('form_id');
     let createFlag = false
@@ -299,7 +306,7 @@
             $('#select_model').removeClass("loading")
         })
     })
-    
+
     // 根据选中的模型名称获取相应的模型版本
     function modelVersion(){
         let faildModelVersion = $('#failed_model_version').val()
@@ -318,7 +325,7 @@
                 $("#select_model_version").removeClass("loading")
                 const initVersionText = $('#model_name_version div.item:first-child').text()
                 const initVersionValue = $('#model_name_version div.item:first-child').data('value')
-                
+
                 if(faildModelVersion&&faildTrainUrl){
                     $("#select_model_version").dropdown('set text',faildModelVersion)
                     $("#select_model_version").dropdown('set value',faildTrainUrl,faildModelVersion,$('#model_name_version div.item:first-child'))
@@ -381,7 +388,7 @@
         params&&params.parameter.forEach((item,index)=>{
             Add_parameter(index,flag=true,item)
         })
-        
+
     })
     // 参数增加、删除、修改、保存
     function Add_parameter(i,flag=false,paramsObject={}) {
@@ -509,4 +516,15 @@
         send_run_para();
         validate();
     })
+    ;(function() {
+        var SPECS = {{ .inference_specs }};
+        var showPoint = true;
+        renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+    })();
 </script>

templates/repo/cloudbrain/inference/show.tmpl

@@ -340,7 +340,7 @@
                                                     <td class="ti-no-ng-animate ti-text-form-label text-width80">
                                                         {{$.i18n.Tr "repo.modelarts.train_job.resource_type"}}
                                                     </td>
-                                                    <td class="ti-text-form-content">
+                                                    <td class="ti-text-form-content resorce_type">
                                                         <div class="text-span text-span-w">
                                                             {{$.resource_type}}
                                                         </div>
@@ -482,7 +482,7 @@
                                                                 {{$.i18n.Tr "repo.modelarts.train_job.standard"}}
                                                         </td>
 
-                                                        <td class="ti-text-form-content">
+                                                        <td class="ti-text-form-content spec">
                                                             <div class="text-span text-span-w">
                                                                 {{$.i18n.Tr "cloudbrain.gpu_num"}}：{{$.GpuNum}}，{{$.i18n.Tr "cloudbrain.cpu_num"}}：{{$.CpuNum}}，{{$.i18n.Tr "cloudbrain.memory"}}(MB)：{{$.MemMiB}}，{{$.i18n.Tr "cloudbrain.shared_memory"}}(MB)：{{$.ShareMemMiB}}
                                                             </div>
@@ -555,6 +555,7 @@
 
 </div>
 {{template "base/footer" .}}
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 
 <script>
     $('.menu .item').tab()
@@ -615,4 +616,17 @@
         document.getElementById("info_display").innerHTML = html;
     }
 
+    ;(function() {
+        var SPEC = {{ .Spec }};
+        var showPoint = true;
+        var specStr = window.renderSpecStr(SPEC, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+        $('td.ti-text-form-content.spec div').text(specStr);
+        $('td.ti-text-form-content.resorce_type div').text(getListValueWithKey(ACC_CARD_TYPE, SPEC.AccCardType));
+    })();
 </script>

templates/repo/cloudbrain/new.tmpl

@@ -25,7 +25,7 @@
         <div class="column">
             <div class="cloudbrain-type" style="display: none;" data-cloudbrain-type="{{.datasetType}}" data-repo-link="{{.RepoLink}}" data-queue="{{.QueuesDetail}}" data-queue-start="{{.i18n.Tr "repo.wait_count_start"}}" data-queue-end="{{.i18n.Tr "repo.wait_count_end"}}"></div>
             {{template "base/alert" .}}
-            <div class="ui negative message" id="messageInfo">
+            <div class="ui negative message" id="messageInfo" style="display:none;">
                 <p></p>
             </div>
             <form id="form_id" class="ui form" action="{{.Link}}" method="post">
@@ -55,8 +55,11 @@
                                         d="M3 2.992C3 2.444 3.445 2 3.993 2h16.014a1 1 0 0 1 .993.992v18.016a.993.993 0 0 1-.993.992H3.993A1 1 0 0 1 3 21.008V2.992zM19 11V4H5v7h14zm0 2H5v7h14v-7zM9 6h6v2H9V6zm0 9h6v2H9v-2z" />
                                 </svg>
                                 Ascend NPU</a>
-                        </div>
-                        {{template "custom/wait_count" .}}
+                        </div>                        
+                    </div>                    
+                    <div class="inline field">
+                        <label></label>
+                        {{template "custom/task_wait_count" .}}
                     </div>
                     <div class="inline required field">
                         <label>{{.i18n.Tr "cloudbrain.task_name"}}</label>
@@ -108,8 +111,8 @@
                             {{end}}
                             {{end}}
                         </select>
-                    </div>
-                    <div class="inline required field">
+                    </div>        
+                    <!--<div class="inline required field">
                         <label>{{.i18n.Tr "cloudbrain.gpu_type"}}</label>
                         <select id="cloudbrain_gpu_type" class="ui search dropdown gpu-type" placeholder="选择GPU类型"
                             style='width:385px' name="gpu_type">
@@ -117,7 +120,7 @@
                             <option value="{{.Queue}}">{{.Value}}</option>
                             {{end}}
                         </select>
-                    </div>
+                    </div>-->
 
                     <div id="images-new-cb">
 
@@ -125,8 +128,8 @@
                     <div id="select-multi-dataset">
 
                     </div>
-                    
-                    <div class="inline required field">
+                                        
+                    <!--<div class="inline required field">
                         <label>{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
                         <select id="cloudbrain_resource_spec" class="ui search dropdown"
                             placeholder="{{.i18n.Tr "cloudbrain.select_specification"}}" style='width:385px'
@@ -137,6 +140,14 @@
                             </option>
                             {{end}}
                         </select>
+                    </div>-->
+                 
+                    <div class="inline required field">
+                        <label>{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
+                        <select id="__specs__" class="ui search dropdown"
+                            placeholder="{{.i18n.Tr "cloudbrain.select_specification"}}" style='width:385px'
+                            name="spec_id">
+                        </select>
                     </div>
 
                     <div class="inline required field">
@@ -188,6 +199,7 @@
     </div>
 </div>
 {{template "base/footer" .}}
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
     let form = document.getElementById('form_id');
     $('#messageInfo').css('display', 'none')
@@ -289,4 +301,15 @@
         
     })
 
+    ;(function() {
+        var SPECS = {{ .debug_specs }};
+        var showPoint = true;
+        window.renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });       
+    })();
 </script>

templates/repo/cloudbrain/show.tmpl

@@ -345,7 +345,7 @@
                                                         {{$.i18n.Tr "cloudbrain.gpu_type"}}
                                                     </td>
 
-                                                    <td class="ti-text-form-content">
+                                                    <td class="ti-text-form-content resorce_type">
                                                         <div class="text-span text-span-w">
                                                             {{$.resource_type}}
                                                         </div>
@@ -400,10 +400,8 @@
                                                         {{$.i18n.Tr "repo.modelarts.train_job.standard"}}
                                                     </td>
 
-                                                    <td class="ti-text-form-content">
-                                                        <div class="text-span text-span-w">
-                                                            {{$.i18n.Tr "cloudbrain.gpu_num"}}：{{$.GpuNum}}，{{$.i18n.Tr "cloudbrain.cpu_num"}}：{{$.CpuNum}}，{{$.i18n.Tr "cloudbrain.memory"}}(MB)：{{$.MemMiB}}，{{$.i18n.Tr "cloudbrain.shared_memory"}}(MB)：{{$.ShareMemMiB}}
-                                                        </div>
+                                                    <td class="ti-text-form-content spec">
+                                                        <div class="text-span text-span-w"></div>
                                                     </td>
                                                 </tr>
                                                 <tr class="ti-no-ng-animate">
@@ -554,7 +552,7 @@
 
 </div>
 {{template "base/footer" .}}
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
     $('.menu .item').tab()
     $(document).ready(function () {
@@ -595,4 +593,17 @@
         }
         document.getElementById("info_display").innerHTML = html;
     }
+    ;(function() {
+        var SPEC = {{ .Spec }};
+        var showPoint = true;
+        var specStr = window.renderSpecStr(SPEC, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+        $('td.ti-text-form-content.spec div').text(specStr);
+        $('td.ti-text-form-content.resorce_type div').text(getListValueWithKey(ACC_CARD_TYPE, SPEC.AccCardType));
+    })();
 </script>

templates/repo/cloudbrain/trainjob/new.tmpl

@@ -14,7 +14,9 @@
     .width {
         width: 100% !important;
     }
-
+    .width48 {
+        width: 48.5% !important;
+    }
     .width80 {
         width: 80.7% !important;
         margin-left: 10px;
@@ -30,7 +32,7 @@
         margin-left: 10.5rem !important;
         align-items: center;
     }
-    
+
     .width81 {
         margin-left: 1.5rem !important;
         width: 81% !important;
@@ -114,8 +116,11 @@
                             </svg>
                             Ascend NPU</a>
                     </div>
-                    {{template "custom/wait_count_train" Dict "ctx" $ "type" .train_gpu_types}}
-                    <div style="display: flex;align-items: center;margin-left: 155px;margin-top: 0.5rem;">
+                </div>
+                <div class="min_title inline field" style="margin-top:-10px;">
+                    <label class="label-fix-width" style="font-weight: normal;"></label>
+                    {{template "custom/task_wait_count" .}}
+                    <div style="display: flex;align-items: center;margin-left: 156px;margin-top: 0.5rem;">
                         <i class="ri-error-warning-line" style="color: #f2711c;margin-right: 0.5rem;"></i>
                         <span style="color: #888;font-size: 12px;">{{.i18n.Tr "cloudbrain.new_train_gpu_tooltips" "/code" "/dataset" "/model" | Safe}}</span>
                     </div>
@@ -171,7 +176,7 @@
                         <option name="job_type" value="TRAIN">TRAIN</option>
                     </select>
                 </div>
-                <div class="required min_title inline field">
+                <!--<div class="required min_title inline field">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.gpu_type"}}</label>
                     <select id="cloudbrain_gpu_type" class="ui search width806 dropdown gpu-type" placeholder="选择GPU类型"
                         style='width:385px' name="gpu_type">
@@ -192,7 +197,7 @@
                             {{end}}
                         {{end}}
                     </select>
-                </div>
+                </div>-->
                 <div id="images-new-cb">
 
                 </div>
@@ -224,10 +229,10 @@
                             class="plus square outline icon"></i>{{.i18n.Tr "repo.modelarts.train_job.add_run_parameter"}}</span>
                     <input id="store_run_para" type="hidden" name="run_para_list">
                     <div class="dynamic field" style="margin-top: 1rem;" data-params="{{.run_para_list}}">
-                    
+
                     </div>
                 </div>
-                <div class="required min_title inline field">
+                <!--<div class="required min_title inline field">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
                     <select id="cloudbrain_resource_spec" class="ui search dropdown" placeholder="选择资源规格"
                         style='width:385px' name="resource_spec_id">
@@ -249,6 +254,13 @@
                             {{end}}
                         {{end}}
                     </select>
+                </div>-->
+
+                <div class="required min_title inline field">
+                    <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.resource_specification"}}</label>
+                    <select id="__specs__" class="ui dropdown width48" placeholder="{{.i18n.Tr "cloudbrain.select_specification"}}"
+                        name="spec_id">
+                    </select>
                 </div>
 
                 <div class="inline field" style="padding: 1rem 0;">
@@ -267,7 +279,7 @@
     </div>
 </div>
 {{template "base/footer" .}}
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
     let form = document.getElementById('form_id');
     let createFlag = false
@@ -282,7 +294,7 @@
         .tab();
         $(document).keydown(function(event){
         switch(event.keyCode){
-            case 13:return false; 
+            case 13:return false;
         }
     });
     $(document).ready(function(){
@@ -290,7 +302,7 @@
         params&&params.parameter.forEach((item,index)=>{
             Add_parameter(index,flag=true,item)
         })
-        
+
     })
     // 参数增加、删除、修改、保存
     function Add_parameter(i,flag=false,paramsObject={}) {
@@ -419,6 +431,17 @@
     validate();
     $('.ui.create_train_job.green.button').click(function (e) {
         send_run_para();
-        validate(); 
+        validate();
     })
-</script>
+    ;(function() {
+        var SPECS = {{ .train_specs }};
+        var showPoint = true;
+        renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+    })();
+</script>

templates/repo/cloudbrain/trainjob/show.tmpl

@@ -359,7 +359,7 @@
                                                         {{$.i18n.Tr "repo.modelarts.train_job.resource_type"}}
                                                     </td>
 
-                                                    <td class="ti-text-form-content">
+                                                    <td class="ti-text-form-content resorce_type">
                                                         <div class="text-span text-span-w">
                                                             {{$.resource_type}}
                                                         </div>
@@ -370,7 +370,7 @@
                                                         {{$.i18n.Tr "repo.modelarts.train_job.standard"}}
                                                     </td>
 
-                                                    <td class="ti-text-form-content">
+                                                    <td class="ti-text-form-content spec">
                                                         <div class="text-span text-span-w">
                                                             {{$.i18n.Tr "cloudbrain.gpu_num"}}：{{$.GpuNum}}，{{$.i18n.Tr "cloudbrain.cpu_num"}}：{{$.CpuNum}}，{{$.i18n.Tr "cloudbrain.memory"}}(MB)：{{$.MemMiB}}，{{$.i18n.Tr "cloudbrain.shared_memory"}}(MB)：{{$.ShareMemMiB}}
                                                         </div>
@@ -671,6 +671,7 @@
 {{template "base/footer" .}}
 <script type="text/javascript" src="/self/ztree/js/jquery.ztree.core.js"></script>
 <script type="text/javascript" src="/self/ztree/js/jquery.ztree.excheck.js"></script>
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 
 <script>
    var setting = {
@@ -981,4 +982,17 @@
         document.getElementById("info_display").innerHTML = html;
     }
 
+    ;(function() {
+        var SPEC = {{ .Spec }};
+        var showPoint = true;
+        var specStr = window.renderSpecStr(SPEC, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+        $('td.ti-text-form-content.spec div').text(specStr);
+        $('td.ti-text-form-content.resorce_type div').text(getListValueWithKey(ACC_CARD_TYPE, SPEC.AccCardType));
+    })();
 </script>

templates/repo/grampus/trainjob/gpu/new.tmpl

@@ -30,7 +30,9 @@
 .width81{
     width: 81% !important;
 }
-
+.width48{
+    width: 48.5% !important;
+}
 .add{font-size: 18px;
     padding: 0.5rem;
     border: 1px solid rgba(187, 187, 187, 100);
@@ -104,9 +106,12 @@
                                 <path d="M3 2.992C3 2.444 3.445 2 3.993 2h16.014a1 1 0 0 1 .993.992v18.016a.993.993 0 0 1-.993.992H3.993A1 1 0 0 1 3 21.008V2.992zM19 11V4H5v7h14zm0 2H5v7h14v-7zM9 6h6v2H9V6zm0 9h6v2H9v-2z"/>
                             </svg>
                             Ascend NPU</a>
-                    </div>
-                    {{template "custom/wait_count_train" Dict "ctx" $}}
-                    <div style="display: flex;align-items: center;margin-left: 155px;margin-top: 0.5rem;">
+                    </div>                    
+                </div>
+                <div class="min_title inline field" style="margin-top:-10px;">
+                    <label class="label-fix-width" style="font-weight: normal;"></label>
+                    {{template "custom/task_wait_count" .}}
+                    <div style="display: flex;align-items: center;margin-left: 156px;margin-top: 0.5rem;">
                         <i class="ri-error-warning-line" style="color: #f2711c;margin-right: 0.5rem;"></i>
                         <span style="color: #888;font-size: 12px;">{{.i18n.Tr "cloudbrain.new_train_gpu_tooltips" "/tmp/code" "/tmp/dataset" "/tmp/output" | Safe}}</span>
                     </div>
@@ -116,7 +121,7 @@
                     <input style="width: 60%;" name="display_job_name" id="display_job_name" placeholder={{.i18n.Tr "repo.modelarts.train_job.job_name"}} value="{{.display_job_name}}" tabindex="3" onkeyup="this.value=this.value.replace(/[, ]/g,'')" autofocus required maxlength="36">
                     <span class="tooltips" style="margin-left: 11.5rem;display: block;">{{.i18n.Tr "repo.cloudbrain_jobname_err"}}</span>
                 </div>
-                
+
                 <div class="min_title inline field">
                     <label class="label-fix-width" style="font-weight: normal;" for="description">{{.i18n.Tr "repo.modelarts.train_job.description"}}</label>
                     {{if .description}}
@@ -128,7 +133,7 @@
                 <div class="ui divider"></div>
 
                 <h4 class="train-job-title ui header ">{{.i18n.Tr "repo.modelarts.train_job.parameter_setting"}}:</h4>
-                
+
 
                 <div class="required min_title inline field">
                         <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.code_version"}}</label>
@@ -167,7 +172,7 @@
                         <a  href="https://git.openi.org.cn/OpenIOSSG/MNIST_PytorchExample_GPU/src/branch/master/train_for_c2net.py" target="_blank">{{.i18n.Tr "cloudbrain.view_sample"}}</a>
                 </div>
 
-                
+
                 {{template "custom/select_dataset_train" .}}
                 <span class="tooltips" style="margin-left: 11.5rem;margin-bottom: 1rem;"></span>
                 <div class="inline min_title field">
@@ -175,11 +180,10 @@
                     <span id="add_run_para" style="margin-left: 0.5rem;cursor:pointer;color: rgba(3, 102, 214, 100);font-size: 14px;line-height: 26px;font-family: SourceHanSansSC-medium;"><i class="plus square outline icon"></i>{{.i18n.Tr "repo.modelarts.train_job.add_run_parameter"}}</span>
                     <input  id="store_run_para" type="hidden" name="run_para_list">
                     <div class="dynamic field" style="margin-top: 1rem;" data-params="{{.run_para_list}}">
-                    
+
                     </div>
                 </div>
-
-               <div class="required min_title inline field" id="flavor_name">
+                <!--<div class="required min_title inline field" id="flavor_name">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
                     <select class="ui dropdown width81" id="trainjob-flavor" style='width:385px' name="flavor">
                         {{if .flavor}}
@@ -199,8 +203,12 @@
                             {{end}}
                         {{end}}
                     </select>
+                </div>-->
+               <div class="required min_title inline field" id="flavor_name">
+                    <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
+                    <select class="ui dropdown width48" id="__specs__" style='width:385px' name="spec_id"></select>
                 </div>
-                
+
                 <div class="inline min_title field">
                     <label class="label-fix-width"></label>
                     <button class="ui create_train_job green button">
@@ -208,14 +216,15 @@
                     </button>
                     <a class="ui button" href="{{.RepoLink}}/modelarts/train-job">{{.i18n.Tr "repo.cloudbrain.cancel"}}</a>
                 </div>
-                
+
                 <!-- 模态框 -->
-                
+
             </form>
         </div>
     </div>
 </div>
 {{template "base/footer" .}}
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 
 <script>
     let form = document.getElementById('form_id');
@@ -230,13 +239,13 @@
     $('.menu .item')
         .tab();
 
-    
+
         $(document).ready(function(){
         let params = $('.dynamic.field').data('params')
         params&&params.parameter.forEach((item,index)=>{
             Add_parameter(index,flag=true,item)
         })
-        
+
     })
     // 参数增加、删除、修改、保存
     function Add_parameter(i,flag=false,paramsObject={}) {
@@ -339,7 +348,7 @@
                 // $('.ui.page.dimmer').dimmer('show')
                 document.getElementById("mask").style.display = "block"
             },
-            onFailure: function(e){	
+            onFailure: function(e){
                 return false;
             }
         })
@@ -374,4 +383,16 @@
         send_run_para()
         validate();
     })
-</script>
+
+    ;(function() {
+        var SPECS = {{ .Specs }};
+        var showPoint = true;
+        renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+    })();
+</script>

templates/repo/grampus/trainjob/npu/new.tmpl

@@ -25,7 +25,9 @@
 .width81{
     width: 81% !important;
 }
-
+.width48 {
+    width: 48.5% !important;
+}
 .add{font-size: 18px;
     padding: 0.5rem;
     border: 1px solid rgba(187, 187, 187, 100);
@@ -99,13 +101,15 @@
                             </svg>
                             Ascend NPU</a>
                     </div>
-                    {{template "custom/wait_count_train" Dict "ctx" $}}
-                    <div style="display: flex;align-items: center;margin-left: 155px;margin-top: 0.5rem;">
+                </div>
+                <div class="min_title inline field" style="margin-top:-10px;">
+                    <label class="label-fix-width" style="font-weight: normal;"></label>
+                    {{template "custom/task_wait_count" .}}
+                    <div style="display: flex;align-items: center;margin-left: 156px;margin-top: 0.5rem;">
                         <i class="ri-error-warning-line" style="color: #f2711c;margin-right: 0.5rem;"></i>
                         <span style="color: #888;font-size: 12px;">{{.i18n.Tr "cloudbrain.new_train_gpu_tooltips" "/cache/code" "/cache/dataset" "/cache/output" | Safe}}</span>
                     </div>
                 </div>
-                
                 <div class="required min_title inline field">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.job_name"}}</label>
                     <input style="width: 60%;" name="display_job_name" id="display_job_name" placeholder={{.i18n.Tr "repo.modelarts.train_job.job_name"}} value="{{.display_job_name}}" tabindex="3" onkeyup="this.value=this.value.replace(/[, ]/g,'')" autofocus required maxlength="36">
@@ -179,7 +183,7 @@
                         </span>
                         <a  href="https://git.openi.org.cn/OpenIOSSG/MNIST_Example/src/branch/master/train_for_c2net.py" target="_blank">{{.i18n.Tr "cloudbrain.view_sample"}}</a>
                 </div>
-                
+
                 {{template "custom/select_dataset_train" .}}
                 <span class="tooltips" style="margin-left: 11.5rem;margin-bottom: 1rem;"></span>
                 <div class="inline min_title field">
@@ -187,11 +191,11 @@
                     <span id="add_run_para" style="margin-left: 0.5rem;cursor:pointer;color: rgba(3, 102, 214, 100);font-size: 14px;line-height: 26px;font-family: SourceHanSansSC-medium;"><i class="plus square outline icon"></i>{{.i18n.Tr "repo.modelarts.train_job.add_run_parameter"}}</span>
                     <input  id="store_run_para" type="hidden" name="run_para_list">
                     <div class="dynamic field" style="margin-top: 1rem;" data-params="{{.run_para_list}}">
-                       
+
                     </div>
                 </div>
 
-                <div class="required min_title inline field" id="flavor_name">
+                <!--<div class="required min_title inline field" id="flavor_name">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
                     <select class="ui dropdown width81" id="trainjob-flavor" style='width:385px' name="flavor">
                         {{if .flavor}}
@@ -211,6 +215,10 @@
                             {{end}}
                         {{end}}
                     </select>
+                </div>-->
+                <div class="required min_title inline field" id="flavor_name">
+                    <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
+                    <select class="ui dropdown width48" id="__specs__" style='width:385px' name="spec_id"></select>
                 </div>
                 <div class="inline required min_title field">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.amount_of_compute_node"}}</label>
@@ -242,6 +250,7 @@
     </div>
 </div>
 {{template "base/footer" .}}
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 
 <script>
     let form = document.getElementById('form_id');
@@ -256,13 +265,13 @@
     $('.menu .item')
         .tab();
 
-    
+
         $(document).ready(function(){
         let params = $('.dynamic.field').data('params')
         params&&params.parameter.forEach((item,index)=>{
             Add_parameter(index,flag=true,item)
         })
-        
+
     })
     // 参数增加、删除、修改、保存
     function Add_parameter(i,flag=false,paramsObject={}) {
@@ -309,7 +318,7 @@
         $(this).popup('show')
     });
 
-    
+
     $('select.dropdown')
         .dropdown();
 
@@ -395,4 +404,16 @@
         send_run_para()
         validate();
     })
+
+    ;(function() {
+        var SPECS = {{ .Specs }};
+        var showPoint = true;
+        renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+    })();
 </script>

templates/repo/grampus/trainjob/show.tmpl

@@ -357,7 +357,7 @@
                                                         {{$.i18n.Tr "repo.modelarts.train_job.standard"}}
                                                     </td>
 
-                                                    <td class="ti-text-form-content">
+                                                    <td class="ti-text-form-content spec">
                                                         <div class="text-span text-span-w">
                                                             {{.FlavorName}}
                                                         </div>
@@ -629,8 +629,20 @@
 {{template "base/footer" .}}
 <script type="text/javascript" src="/self/ztree/js/jquery.ztree.core.js"></script>
 <script type="text/javascript" src="/self/ztree/js/jquery.ztree.excheck.js"></script>
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
+    ;(function() {
+        var SPEC = {{ .Spec }};
+        var showPoint = true;
+        var specStr = window.renderSpecStr(SPEC, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+        $('td.ti-text-form-content.spec').text(specStr);
+    })();
    var setting = {
 			check: {
 				enable: true,

templates/repo/modelarts/inferencejob/new.tmpl

@@ -83,8 +83,11 @@
                             </svg>
                             Ascend NPU</a>
                     </div>
-                    {{template "custom/wait_count_train" Dict "ctx" $}}
-                    <div style="display: flex;align-items: center;margin-left: 155px;margin-top: 0.5rem;">
+                </div>
+                <div class="min_title inline field" style="margin-top:-10px;">
+                    <label class="label-fix-width" style="font-weight: normal;"></label>
+                    {{template "custom/task_wait_count" .}}
+                    <div style="display: flex;align-items: center;margin-left: 156px;margin-top: 0.5rem;">
                         <i class="ri-error-warning-line" style="color: #f2711c;margin-right: 0.5rem;"></i>
                         <span style="color: #888;font-size: 12px;">{{.i18n.Tr "cloudbrain.infer_dataset_path_rule" | Safe}}</span>
                     </div>
@@ -196,7 +199,7 @@
                             {{end}}
                         </select>
                 </div>
-                
+
                 <!-- 数据集  -->
                 <div id="select-multi-dataset">
 
@@ -249,7 +252,7 @@
                     </select>
                 </div>
                 <!-- 规格 -->
-                <div class="required min_title inline field" id="flaver_name">
+                <!--<div class="required min_title inline field" id="flaver_name">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
                     <select class="ui dropdown width80" id="trainjob-flavor" name="flavor">
                         {{if .flavor}}
@@ -269,6 +272,10 @@
                             {{end}}
                         {{end}}
                     </select>
+                </div>-->
+                <div class="required min_title inline field" id="flaver_name">
+                    <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
+                    <select class="ui dropdown width48" id="__specs__" name="spec_id"></select>
                 </div>
                 <!-- 计算节点 -->
                 <div class="inline required min_title field">
@@ -292,7 +299,7 @@
     </div>
 </div>
 {{template "base/footer" .}}
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
     let form = document.getElementById('form_id');
     let createFlag = false
@@ -305,7 +312,7 @@
     let nameMap,nameList
     $(".ui.button").attr('href',url_href)
     // 获取模型列表和模型名称对应的模型版本
-    
+
     $(document).ready(function(){
         modelVersion()
         modelCkpt()
@@ -330,7 +337,7 @@
             $('#select_model').removeClass("loading")
         })
     })
-    
+
     // 根据选中的模型名称获取相应的模型版本
     function modelVersion(){
         let faildModelVersion = $('#failed_model_version').val()
@@ -349,7 +356,7 @@
                 $("#select_model_version").removeClass("loading")
                 const initVersionText = $('#model_name_version div.item:first-child').text()
                 const initVersionValue = $('#model_name_version div.item:first-child').data('value')
-                
+
                 if(faildModelVersion&&faildTrainUrl){
                     $("#select_model_version").dropdown('set text',faildModelVersion)
                     $("#select_model_version").dropdown('set value',faildTrainUrl,faildModelVersion,$('#model_name_version div.item:first-child'))
@@ -532,4 +539,16 @@
         get_name()
         validate();
     })
+
+    ;(function() {
+        var SPECS = {{ .Specs }};
+        var showPoint = true;
+        renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+    })();
 </script>

templates/repo/modelarts/inferencejob/show.tmpl

@@ -423,7 +423,7 @@ td, th {
                                                                     {{$.i18n.Tr "repo.modelarts.train_job.standard"}}
                                                             </td>
 
-                                                            <td class="ti-text-form-content">
+                                                            <td class="ti-text-form-content spec">
                                                                 <div class="text-span text-span-w">
                                                                     {{.FlavorName}}
                                                                 </div>
@@ -515,6 +515,7 @@ td, th {
     <!-- 确认模态框 -->
 </div>
 {{template "base/footer" .}}
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
 console.log('{{$.canDownload}}')
 $(document).ready(function(){
@@ -531,5 +532,17 @@ $(document).ready(function(){
     repoPath = urlArr.slice(-4)[0]
     jobID = urlArr.slice(-1)[0]
 })
-
+    ;(function() {
+        var SPEC = {{ .Spec }};
+        var showPoint = true;
+        var specStr = window.renderSpecStr(SPEC, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+        $('td.ti-text-form-content.spec div').text(specStr);
+        // $('td.ti-text-form-content.resorce_type').text(getListValueWithKey(ACC_CARD_TYPE, SPEC.AccCardType));
+    })();
 </script>

templates/repo/modelarts/notebook/new.tmpl

@@ -38,7 +38,10 @@
                                 </svg>
                                 Ascend NPU</a>
                         </div>
-                        {{template "custom/wait_count" .}}
+                    </div>
+                    <div class="inline field">
+                        <label></label>
+                        {{template "custom/task_wait_count" .}}
                     </div>
                     <div class="inline required field">
                         <label>{{.i18n.Tr "cloudbrain.task_name"}}</label>
@@ -65,7 +68,7 @@
                         <label>类型</label>
                         <input name="job_type" id="cloudbrain_job_type" value="{{.notebook_type}}" tabindex="3" disabled autofocus required maxlength="255" readonly="readonly">
                     </div> -->
-                    <div class="inline required field">
+                    <!--<div class="inline required field">
                         <label>{{.i18n.Tr "cloudbrain.specification"}}</label>
                         <select id="cloudbrain_flavor" class="ui search dropdown" placeholder="选择规格" style='width:385px' name="flavor">
                             {{range .flavors}}
@@ -73,6 +76,10 @@
 
                             {{end}}
                         </select>
+                    </div>-->
+                    <div class="inline required field">
+                        <label>{{.i18n.Tr "cloudbrain.specification"}}</label>
+                        <select id="__specs__" class="ui search dropdown" placeholder="{{.i18n.Tr "cloudbrain.select_specification"}}" style='width:385px' name="spec_id"></select>
                     </div>
                     <!--<div class="inline required field">
                         <label>数据集存放路径</label>
@@ -95,7 +102,7 @@
     </div>
 </div>
 {{template "base/footer" .}}
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
     // 判断必填选项是否填写正确
     let form = document.getElementById('form_id');
@@ -171,4 +178,16 @@
     }
     });
     });
+
+    ;(function() {
+        var SPECS = {{ .Specs }};
+        var showPoint = true;
+        renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+    })();
 </script>

templates/repo/modelarts/notebook/show.tmpl

@@ -350,14 +350,14 @@
 
                                                     <td class="ti-text-form-content">
                                                         <div class="text-span text-span-w" id="{{.VersionName}}-mirror">
-                                                            <span class="ui poping up clipboard" data-position="top center" id="clipboard-btn-image" style="cursor:pointer" 
+                                                            <span class="ui poping up clipboard" data-position="top center" id="clipboard-btn-image" style="cursor:pointer"
                                                                 data-clipboard-text="{{.Image}}"
-                                                                data-success="{{$.i18n.Tr "repo.copy_link_success"}}" 
+                                                                data-success="{{$.i18n.Tr "repo.copy_link_success"}}"
                                                                 data-error="{{$.i18n.Tr "repo.copy_link_error"}}"
                                                                 data-content="{{$.i18n.Tr "repo.copy_link"}}"
                                                                 data-variation="inverted tiny"
                                                             >
-                                                            <span title="{{.Image}}">{{.Image}}</span> 
+                                                            <span title="{{.Image}}">{{.Image}}</span>
                                                             </span>
                                                         </div>
                                                     </td>
@@ -367,7 +367,7 @@
                                                         {{$.i18n.Tr "repo.modelarts.train_job.standard"}}
                                                     </td>
 
-                                                    <td class="ti-text-form-content">
+                                                    <td class="ti-text-form-content spec">
                                                         <div class="text-span text-span-w">
                                                             {{$.resource_spec}}
                                                         </div>
@@ -427,7 +427,7 @@
                                     </div>
                                 </div>
 
-								
+
                             </div>
 							<div style="clear:both">
 								<table style="border:none" class="ui fixed small stackable table">
@@ -437,7 +437,7 @@
 									<th style="color: #8a8e99;font-size:12px" class="two wide center aligned">{{$.i18n.Tr "dataset.download_oper"}}</th>
 								</tr></thead>
 								<tbody>
-								{{range $.datasetDownload}}							
+								{{range $.datasetDownload}}
 									<tr>
 									<td style="word-wrap: break-word;word-break: break-all;"><a href="{{.RepositoryLink}}" target="_blank">{{.DatasetName}}</a></td>
 									<td style="word-wrap: break-word;word-break: break-all;">{{.DatasetDownloadLink}}</td>
@@ -481,7 +481,7 @@
 
 </div>
 {{template "base/footer" .}}
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
     $('.menu .item').tab()
 
@@ -491,4 +491,19 @@
     $(document).ready(function () {
         $('.secondary.menu .item').tab();
     });
-</script>
+	console.log({{$.datasetDownload}})
+
+    ;(function() {
+        var SPEC = {{ .Spec }};
+        var showPoint = true;
+        var specStr = window.renderSpecStr(SPEC, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+        $('td.ti-text-form-content.spec div').text(specStr);
+        $('td.ti-text-form-content.resorce_type div').text(getListValueWithKey(ACC_CARD_TYPE, SPEC.AccCardType));
+    })();
+</script>

templates/repo/modelarts/trainjob/new.tmpl

@@ -88,7 +88,7 @@
                         </a>
                     </div>
                 </div>
-                
+
                 <div class="required inline min_title field">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.compute_resource"}}</label>
                     <div class="ui blue mini menu compact selectcloudbrain">
@@ -109,9 +109,12 @@
                                     d="M3 2.992C3 2.444 3.445 2 3.993 2h16.014a1 1 0 0 1 .993.992v18.016a.993.993 0 0 1-.993.992H3.993A1 1 0 0 1 3 21.008V2.992zM19 11V4H5v7h14zm0 2H5v7h14v-7zM9 6h6v2H9V6zm0 9h6v2H9v-2z" />
                             </svg>
                             Ascend NPU</a>
-                    </div>
-                    {{template "custom/wait_count_train" Dict "ctx" $}}
-                    <div style="display: flex;align-items: center;margin-left: 155px;margin-top: 0.5rem;">
+                    </div>                    
+                </div>
+                <div class="min_title inline field" style="margin-top:-10px;">
+                    <label class="label-fix-width" style="font-weight: normal;"></label>
+                    {{template "custom/task_wait_count" .}}
+                    <div style="display: flex;align-items: center;margin-left: 156px;margin-top: 0.5rem;">
                         <i class="ri-error-warning-line" style="color: #f2711c;margin-right: 0.5rem;"></i>
                         <span style="color: #888;font-size: 12px;">{{.i18n.Tr "cloudbrain.train_dataset_path_rule" | Safe}}</span>
                     </div>
@@ -203,7 +206,7 @@
                         </span>
                         <a  href="https://git.openi.org.cn/OpenIOSSG/MINIST_Example" target="_blank">{{.i18n.Tr "cloudbrain.view_sample"}}</a>
                 </div>
-                
+
                 <div id="select-multi-dataset">
 
                 </div>
@@ -257,7 +260,7 @@
                         </div>
                     </div>
                 </div>
-                <div class="required inline min_title field" id="flaver_name">
+                <!--<div class="required inline min_title field" id="flaver_name">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
                     <select class="ui dropdown width48" id="trainjob-flavor" name="flavor">
                         {{if .flavor}}
@@ -277,6 +280,10 @@
                             {{end}}
                         {{end}}
                     </select>
+                </div>-->
+                <div class="required inline min_title field" id="flaver_name">
+                    <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
+                    <select class="ui dropdown width48" id="__specs__" name="spec_id"></select>
                 </div>
                 <div class="inline required min_title field">
                     <label class="label-fix-width" style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.amount_of_compute_node"}}</label>
@@ -310,7 +317,7 @@
     </div>
 </div>
 {{template "base/footer" .}}
-
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 <script>
     let form = document.getElementById('form_id');
     let createFlag = false
@@ -327,7 +334,7 @@
         .tab();
     $(document).keydown(function(event){
         switch(event.keyCode){
-            case 13:return false; 
+            case 13:return false;
         }
     });
     // 参数增加、删除、修改、保存
@@ -523,4 +530,16 @@
         send_run_para();
         validate();
     })
-</script>
+
+    ;(function() {
+        var SPECS = {{ .Specs }};
+        var showPoint = true;
+        renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+    })();
+</script>

templates/repo/modelarts/trainjob/show.tmpl

@@ -1,5 +1,7 @@
 {{template "base/head" .}}
 <link rel="stylesheet" href="/self/ztree/css/zTreeStyle/zTreeStyle.css" type="text/css">
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
+
 <style>
     .according-panel-heading {
         box-sizing: border-box;
@@ -395,11 +397,26 @@
                                                         {{$.i18n.Tr "repo.modelarts.train_job.standard"}}
                                                     </td>
 
-                                                    <td class="ti-text-form-content">
+                                                    <td class="ti-text-form-content spec{{$k}}">                                                        
                                                         <div class="text-span text-span-w">
                                                             {{.FlavorName}}
                                                         </div>
                                                     </td>
+                                                    <script>
+                                                        ;(function() {
+                                                            var SPEC = {{ .Spec }};
+                                                            var showPoint = true;
+                                                            var specStr = window.renderSpecStr(SPEC, showPoint, {
+                                                                gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+                                                                free: {{$.i18n.Tr "cloudbrain.free"}},
+                                                                point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+                                                                memory: {{$.i18n.Tr "cloudbrain.memory"}},
+                                                                shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+                                                            });
+                                                            $('td.ti-text-form-content.spec{{$k}} div').text(specStr);
+                                                            // $('td.ti-text-form-content.resorce_type div').text(getListValueWithKey(ACC_CARD_TYPE, SPEC.AccCardType));
+                                                        })();
+                                                    </script>
                                                 </tr>
                                                 
                                             </tbody>

templates/repo/modelarts/trainjob/version_new.tmpl

@@ -72,13 +72,50 @@
                 {{end}}
                 <input type="hidden" id="ai_engine_name" name="engine_names" value="">
                 <input type="hidden" id="ai_flaver_name" name="flaver_names" value="">
-                <input type="hidden" id="display_job_name" name="display_job_name" value="{{.display_job_name}}">
-                {{template "custom/wait_count_train" Dict "ctx" $}}
-                <div style="display: flex;align-items: center;margin-left: 155px;margin-top: 0.5rem;">
+                <input type="hidden" id="display_job_name" name="display_job_name" value="{{.display_job_name}}">                
+                <h4 class="unite title ui header ">{{.i18n.Tr "repo.modelarts.train_job.basic_info"}}:</h4>
+                <div class="required min_title inline field">
+                    <label class="" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.resource_cluster"}}</label>
+                    <div class="ui blue mini menu compact selectcloudbrain">
+                        <a class="active item" href="javascript:void 0;" style="cursor:not-allowed;">
+                            <svg class="svg" sxmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="16" height="16"><path fill="none" d="M0 0h24v24H0z"></path><path d="M12 22C6.477 22 2 17.523 2 12S6.477 2 12 2s10 4.477 10 10-4.477 10-10 10zm-2.29-2.333A17.9 17.9 0 0 1 8.027 13H4.062a8.008 8.008 0 0 0 5.648 6.667zM10.03 13c.151 2.439.848 4.73 1.97 6.752A15.905 15.905 0 0 0 13.97 13h-3.94zm9.908 0h-3.965a17.9 17.9 0 0 1-1.683 6.667A8.008 8.008 0 0 0 19.938 13zM4.062 11h3.965A17.9 17.9 0 0 1 9.71 4.333 8.008 8.008 0 0 0 4.062 11zm5.969 0h3.938A15.905 15.905 0 0 0 12 4.248 15.905 15.905 0 0 0 10.03 11zm4.259-6.667A17.9 17.9 0 0 1 15.973 11h3.965a8.008 8.008 0 0 0-5.648-6.667z"></path></svg>
+                            {{.i18n.Tr "cloudbrain.resource_cluster_openi"}}
+                        </a>
+                        <a class="item" href="javascript:void 0;" style="cursor:not-allowed;background:rgba(0,0,0,.03);">
+                            <svg class="svg" sxmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="16" height="16"><path fill="none" d="M0 0h24v24H0z"></path><path d="M12 22C6.477 22 2 17.523 2 12S6.477 2 12 2s10 4.477 10 10-4.477 10-10 10zm-2.29-2.333A17.9 17.9 0 0 1 8.027 13H4.062a8.008 8.008 0 0 0 5.648 6.667zM10.03 13c.151 2.439.848 4.73 1.97 6.752A15.905 15.905 0 0 0 13.97 13h-3.94zm9.908 0h-3.965a17.9 17.9 0 0 1-1.683 6.667A8.008 8.008 0 0 0 19.938 13zM4.062 11h3.965A17.9 17.9 0 0 1 9.71 4.333 8.008 8.008 0 0 0 4.062 11zm5.969 0h3.938A15.905 15.905 0 0 0 12 4.248 15.905 15.905 0 0 0 10.03 11zm4.259-6.667A17.9 17.9 0 0 1 15.973 11h3.965a8.008 8.008 0 0 0-5.648-6.667z"></path></svg>
+                            {{.i18n.Tr "cloudbrain.resource_cluster_c2net"}}(Beta)
+                        </a>
+                    </div>
+                </div>
+                <div class="required inline min_title field">
+                    <label class="" style="font-weight: normal;">{{.i18n.Tr "cloudbrain.compute_resource"}}</label>
+                    <div class="ui blue mini menu compact selectcloudbrain">
+                        <a class="item" href="javascript:void 0;" style="cursor:not-allowed;background:rgba(0,0,0,.03);">
+                            <svg class="svg" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="16"
+                                height="16">
+                                <path fill="none" d="M0 0h24v24H0z" />
+                                <path
+                                    d="M3 2.992C3 2.444 3.445 2 3.993 2h16.014a1 1 0 0 1 .993.992v18.016a.993.993 0 0 1-.993.992H3.993A1 1 0 0 1 3 21.008V2.992zM19 11V4H5v7h14zm0 2H5v7h14v-7zM9 6h6v2H9V6zm0 9h6v2H9v-2z" />
+                            </svg>
+                            CPU/GPU
+                        </a>
+                        <a class="active item" href="javascript:void 0;" style="cursor:not-allowed;">
+                            <svg class="svg" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="16"
+                                height="16">
+                                <path fill="none" d="M0 0h24v24H0z" />
+                                <path
+                                    d="M3 2.992C3 2.444 3.445 2 3.993 2h16.014a1 1 0 0 1 .993.992v18.016a.993.993 0 0 1-.993.992H3.993A1 1 0 0 1 3 21.008V2.992zM19 11V4H5v7h14zm0 2H5v7h14v-7zM9 6h6v2H9V6zm0 9h6v2H9v-2z" />
+                            </svg>
+                            Ascend NPU</a>
+                    </div>                    
+                </div>
+                <div style="display: flex;align-items: center;margin-left: 156px;margin-top: -0.5rem;">
+                    {{template "custom/task_wait_count" .}}
+                </div>
+                <div style="display: flex;align-items: center;margin-left: 156px;margin-top: 0.5rem;margin-bottom: 1.5rem;">
                     <i class="ri-error-warning-line" style="color: #f2711c;margin-right: 0.5rem;"></i>
                     <span style="color: #888;font-size: 12px;">{{.i18n.Tr "cloudbrain.train_dataset_path_rule" | Safe}}</span>
                 </div>
-                <h4 class="unite title ui header ">{{.i18n.Tr "repo.modelarts.train_job.basic_info"}}:</h4>
                 <div class="required unite min_title inline field">
                     <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.job_name"}}</label>
                     <input type="hidden" style="width: 60%;" name="job_name" id="job_name" value="{{.job_name}}">
@@ -211,7 +248,7 @@
                     </div>
                 </div>
 
-                <div class="required unite min_title inline field" id="flaver_name">
+                <!--<div class="required unite min_title inline field" id="flaver_name">
                     <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
                     <select class="ui dropdown width81" id="trainjob-flavor" style='width:385px' name="flavor">
                         {{if .flavor_name}}
@@ -223,6 +260,10 @@
                             {{end}}
                         {{end}}
                     </select>
+                </div>-->
+                <div class="required unite min_title inline field" id="flaver_name">
+                    <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>
+                    <select id="__specs__" class="ui dropdown width81" style='width:385px' name="spec_id"></select>
                 </div>
                 <div class="inline required unite min_title field">
                     <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.amount_of_compute_node"}}</label>
@@ -249,6 +290,7 @@
     </div>
 </div>
 {{template "base/footer" .}}
+<script src="{{StaticUrlPrefix}}/js/specsuse.js?v={{MD5 AppVer}}" type="text/javascript"></script>
 
 <script>
     let url_href = location.pathname.split('/create_version')[0]
@@ -514,10 +556,23 @@
         $("input#ai_flaver_name").val(name2)
 
     }
-
+    
+    validate()
     $('.ui.create_train_job.green.button').click(function(e) {
         get_name()
         send_run_para()
         validate()
     })
+
+    ;(function() {
+        var SPECS = {{ .Specs }};
+        var showPoint = true;
+        renderSpecsSelect($('#__specs__'), SPECS, showPoint, {
+            gpu_memory: {{$.i18n.Tr "cloudbrain.gpu_memory"}},
+            free: {{$.i18n.Tr "cloudbrain.free"}},
+            point_hr: {{$.i18n.Tr "cloudbrain.point_hr"}},
+            memory: {{$.i18n.Tr "cloudbrain.memory"}},
+            shared_memory: {{$.i18n.Tr "cloudbrain.shared_memory"}},
+        });
+    })();
 </script>

web_src/js/standalone/specsuse.js

@@ -0,0 +1,29 @@
+window.ACC_CARD_TYPE = [{ k: 'T4', v: 'T4' }, { k: 'A100', v: 'A100' }, { k: 'V100', v: 'V100' }, { k: 'ASCEND910', v: 'Ascend 910' }, { k: 'MLU270', v: 'MLU270' }, { k: 'RTX3080', v: 'RTX3080' }];
+
+window.getListValueWithKey = (list, key, k = 'k', v = 'v', defaultV = '') => {
+  for (let i = 0, iLen = list.length; i < iLen; i++) {
+    const listI = list[i];
+    if (listI[k] === key) return listI[v];
+  }
+  return defaultV;
+};
+
+window.renderSpecStr = (spec, showPoint, langObj) => {
+  showPoint = false;
+  var ngpu = `${spec.ComputeResource}: ${spec.AccCardsNum + '*' + getListValueWithKey(ACC_CARD_TYPE, spec.AccCardType)}`;
+  var gpuMemStr = spec.GPUMemGiB != 0 ? `${langObj.gpu_memory}: ${spec.GPUMemGiB}GB, ` : '';
+  var sharedMemStr = spec.ShareMemGiB != 0 ? `, ${langObj.shared_memory}: ${spec.ShareMemGiB}GB` : '';
+  var pointStr = showPoint ? `, ${spec.UnitPrice == 0 ? langObj.free : spec.UnitPrice + langObj.point_hr}` : '';
+  var specStr = `${ngpu}, CPU: ${spec.CpuCores}, ${gpuMemStr}${langObj.memory}: ${spec.MemGiB}GB${sharedMemStr}${pointStr}`;
+  return specStr;
+};
+
+window.renderSpecsSelect = (specsSel, data, showPoint, langObj) => {
+  specsSel.empty();
+  data = data || [];
+  for (var i = 0, iLen = data.length; i < iLen; i++) {
+    var spec = data[i];
+    var specStr = window.renderSpecStr(spec, showPoint, langObj);
+    specsSel.append(`<option name="spec_id" value="${spec.ID}" queueCode="${spec.QueueCode}">${specStr}</option>`);
+  }
+}