models/cloudbrain.go

@@ -663,8 +663,6 @@ type FlavorInfo struct {
 	UnitPrice int64  `json:"unitPrice"`
 }
 
-
-
 type SpecialPools struct {
 	Pools []*SpecialPool `json:"pools"`
 }
@@ -1482,14 +1480,23 @@ type GrampusStopJobResponse struct {
 }
 
 type GrampusTasks struct {
-	Command        string   `json:"command"`
-	Name           string   `json:"name"`
-	ImageId        string   `json:"imageId"`
-	ResourceSpecId string   `json:"resourceSpecId"`
-	ImageUrl       string   `json:"imageUrl"`
-	CenterID       []string `json:"centerID"`
-	CenterName     []string `json:"centerName"`
-	ReplicaNum     int      `json:"replicaNum"`
+	Command        string           `json:"command"`
+	Name           string           `json:"name"`
+	ImageId        string           `json:"imageId"`
+	ResourceSpecId string           `json:"resourceSpecId"`
+	ImageUrl       string           `json:"imageUrl"`
+	CenterID       []string         `json:"centerID"`
+	CenterName     []string         `json:"centerName"`
+	ReplicaNum     int              `json:"replicaNum"`
+	Datasets       []GrampusDataset `json:"datasets"`
+	Models         []GrampusDataset `json:"models"`
+}
+
+type GrampusDataset struct {
+	Name      string `json:"name"`
+	Bucket    string `json:"bucket"`
+	EndPoint  string `json:"endPoint"`
+	ObjectKey string `json:"objectKey"`
 }
 
 type CreateGrampusJobRequest struct {

modules/grampus/grampus.go

@@ -75,12 +75,46 @@ type GenerateTrainJobReq struct {
 	Spec              *models.Specification
 }
 
+func getEndPoint() string {
+	index := strings.Index(setting.Endpoint, "//")
+	endpoint := setting.Endpoint[index+2:]
+	return endpoint
+}
+
+func getDatasetGrampus(datasetInfos map[string]models.DatasetInfo) []models.GrampusDataset {
+	var datasetGrampus []models.GrampusDataset
+	endPoint := getEndPoint()
+	for _, datasetInfo := range datasetInfos {
+		datasetGrampus = append(datasetGrampus, models.GrampusDataset{
+			Name:      datasetInfo.FullName,
+			Bucket:    setting.Bucket,
+			EndPoint:  endPoint,
+			ObjectKey: datasetInfo.DataLocalPath + datasetInfo.FullName,
+		})
+
+	}
+	return datasetGrampus
+}
+
 func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error) {
 	createTime := timeutil.TimeStampNow()
 
 	centerID, centerName := getCentersParamter(ctx, req)
 
-	log.Info("grampus Command:" + req.Command)
+	var datasetGrampus, modelGrampus []models.GrampusDataset
+	if ProcessorTypeNPU == req.ProcessType {
+		datasetGrampus = getDatasetGrampus(req.DatasetInfos)
+		if len(req.ModelName) != 0 {
+			modelGrampus = []models.GrampusDataset{
+				{
+					Name:      req.ModelName,
+					Bucket:    setting.Bucket,
+					EndPoint:  getEndPoint(),
+					ObjectKey: req.PreTrainModelPath,
+				},
+			}
+		}
+	}
 
 	jobResult, err := createJob(models.CreateGrampusJobRequest{
 		Name: req.JobName,
@@ -94,6 +128,8 @@ func GenerateTrainJob(ctx *context.Context, req *GenerateTrainJobReq) (err error
 				CenterID:       centerID,
 				CenterName:     centerName,
 				ReplicaNum:     1,
+				Datasets:       datasetGrampus,
+				Models:         modelGrampus,
 			},
 		},
 	})

routers/repo/grampus.go

@@ -18,7 +18,6 @@ import (
 
 	"code.gitea.io/gitea/services/reward/point/account"
 
-
 	"code.gitea.io/gitea/modules/auth"
 	"code.gitea.io/gitea/modules/git"
 	"code.gitea.io/gitea/modules/grampus"
@@ -721,7 +720,7 @@ func grampusTrainJobNpuCreate(ctx *context.Context, form auth.CreateGrampusTrain
 		req.CkptName = form.CkptName
 		req.ModelVersion = form.ModelVersion
 		req.PreTrainModelUrl = form.PreTrainModelUrl
-
+		req.PreTrainModelPath = preTrainModelPath
 	}
 
 	err = grampus.GenerateTrainJob(ctx, req)
@@ -950,8 +949,7 @@ func generateCommand(repoName, processorType, codeRemotePath, dataRemotePath, bo
 	command += "pwd;cd " + workDir + fmt.Sprintf(grampus.CommandPrepareScript, setting.Grampus.SyncScriptProject, setting.Grampus.SyncScriptProject)
 	//download code & dataset
 	if processorType == grampus.ProcessorTypeNPU {
-		commandDownload := "./downloader_for_obs " + setting.Bucket + " " + codeRemotePath + " " + grampus.CodeArchiveName + " '" + dataRemotePath + "' '" + datasetName + "'"
-		commandDownload = processPretrainModelParameter(pretrainModelPath, pretrainModelFileName, commandDownload)
+		commandDownload := "./downloader_for_obs " + setting.Bucket + " " + codeRemotePath + " " + grampus.CodeArchiveName + ";"
 		command += commandDownload
 	} else if processorType == grampus.ProcessorTypeGPU {
 		commandDownload := "./downloader_for_minio " + setting.Grampus.Env + " " + codeRemotePath + " " + grampus.CodeArchiveName + " '" + dataRemotePath + "' '" + datasetName + "'"
@@ -960,10 +958,14 @@ func generateCommand(repoName, processorType, codeRemotePath, dataRemotePath, bo
 	}
 
 	//unzip code & dataset
-	unZipDatasetCommand := generateDatasetUnzipCommand(datasetName)
-
-	commandUnzip := "cd " + workDir + "code;unzip -q master.zip;echo \"start to unzip dataset\";cd " + workDir + "dataset;" + unZipDatasetCommand
-	command += commandUnzip
+	if processorType == grampus.ProcessorTypeNPU {
+		commandUnzip := "cd " + workDir + "code;unzip -q master.zip;"
+		command += commandUnzip
+	} else if processorType == grampus.ProcessorTypeGPU {
+		unZipDatasetCommand := generateDatasetUnzipCommand(datasetName)
+		commandUnzip := "cd " + workDir + "code;unzip -q master.zip;echo \"start to unzip dataset\";cd " + workDir + "dataset;" + unZipDatasetCommand
+		command += commandUnzip
+	}
 
 	command += "echo \"unzip finished;start to exec code;\";"
 
@@ -993,14 +995,13 @@ func generateCommand(repoName, processorType, codeRemotePath, dataRemotePath, bo
 		}
 	}
 
-	if pretrainModelFileName != "" {
-		paramCode += " --ckpt_url" + "=" + workDir + "pretrainmodel/" + pretrainModelFileName
-	}
-
 	var commandCode string
 	if processorType == grampus.ProcessorTypeNPU {
 		commandCode = "/bin/bash /home/work/run_train_for_openi.sh " + workDir + "code/" + strings.ToLower(repoName) + "/" + bootFile + " /tmp/log/train.log" + paramCode + ";"
 	} else if processorType == grampus.ProcessorTypeGPU {
+		if pretrainModelFileName != "" {
+			paramCode += " --ckpt_url" + "=" + workDir + "pretrainmodel/" + pretrainModelFileName
+		}
 		commandCode = "cd " + workDir + "code/" + strings.ToLower(repoName) + ";python " + bootFile + paramCode + ";"
 	}
 
@@ -1041,14 +1042,14 @@ func generateDatasetUnzipCommand(datasetName string) string {
 	datasetNameArray := strings.Split(datasetName, ";")
 	if len(datasetNameArray) == 1 { //单数据集
 		unZipDatasetCommand = "unzip -q '" + datasetName + "';"
-		if strings.HasSuffix(datasetName, ".tar.gz") {
+		if strings.HasSuffix(datasetNameArray[0], ".tar.gz") {
 			unZipDatasetCommand = "tar --strip-components=1 -zxvf '" + datasetName + "';"
 		}
 
 	} else { //多数据集
 		for _, datasetNameTemp := range datasetNameArray {
-			if strings.HasSuffix(datasetName, ".tar.gz") {
-				unZipDatasetCommand = unZipDatasetCommand + "tar -zxvf '" + datasetName + "';"
+			if strings.HasSuffix(datasetNameTemp, ".tar.gz") {
+				unZipDatasetCommand = unZipDatasetCommand + "tar -zxvf '" + datasetNameTemp + "';"
 			} else {
 				unZipDatasetCommand = unZipDatasetCommand + "unzip -q '" + datasetNameTemp + "' -d './" + strings.TrimSuffix(datasetNameTemp, ".zip") + "';"
 			}