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This template creates an Azure Machine Learning service.
이 Azure Resource Manager 템플릿은 Microsoft가 아니라 커뮤니티 구성원에 의해 만들어졌습니다. 각 Resource Manager 템플릿은 Microsoft가 아닌 해당 소유자의 사용권 계약에 의거하여 사용이 허가됩니다. Microsoft는 커뮤니티 구성원에 의해 제공 및 라이선스가 부여된 Resource Manager 템플릿에 대해 책임이 없으며, 보안, 호환성 또는 성능을 검사하지 않습니다. 커뮤니티 Resource Manager 템플릿은 Microsoft 지원 프로그램 또는 서비스에서 지원되지 않고, 어떠한 보증도 없이 있는 그대로 제공됩니다.
매개 변수
| 매개 변수 이름 | 설명 |
|---|---|
| webserviceName | The name of the Azure Machine Learning Web Service. This resource will be created in the same resource group as the workspace. |
| workspaceName | The name of the Azure Machine Learning Workspace. |
| location | The location of the Azure Machine Learning Workspace. |
| environmentName | Name of Azure Machine Learning Environment for deployment. See https://docs.microsoft.com/en-us/azure/machine-learning/how-to-use-environments and https://docs.microsoft.com/en-us/azure/machine-learning/resource-curated-environments . |
| environmentVersion | Version of Azure Machine Learning Environment for deployment. |
| cpu | The default number of CPU cores to allocate for this Webservice. Can be a decimal. |
| cpuLimit | The max number of CPU cores this Webservice is allowed to use. Can be a decimal. |
| gpu | The number of gpu cores to allocate for this Webservice |
| memoryInGB | The amount of memory (in GB) to allocate for this Webservice. Can be a decimal. |
| driverProgram | Relative path of a file from storage account that contains the code to run for service. |
| models | Details of the models to be deployed. Each model must have the following properties: 'name'(name of the model), 'path'(relative path of a file from storage account linked to Workspace), 'mimeType'(MIME type of Model content. For more details about MIME type, please open https://www.iana.org/assignments/media-types/media-types.xhtml), 'framework'(framework of the model, use Custom if unsure) and 'frameworkVersion'(framework version of the model). |
| authEnabled | Whether or not to enable key auth for this Webservice. |
| tokenAuthEnabled | Whether or not to enable token auth for this Webservice. Only applicable when deploying to AKS. |
| primaryKey | A primary auth key to use for this Webservice. |
| secondaryKey | A secondary auth key to use for this Webservice. |
| scoringTimeoutMilliSeconds | A timeout to enforce for scoring calls to this Webservice. |
| appInsightsEnabled | Whether or not to enable AppInsights for this Webservice. |
템플릿 사용
PowerShell
New-AzResourceGroup -Name <resource-group-name> -Location <resource-group-location> #use this command when you need to create a new resource group for your deploymentAzure PowerShell 설치 및 구성
New-AzResourceGroupDeployment -ResourceGroupName <resource-group-name> -TemplateUri https://raw.githubusercontent.com/Azure/azure-quickstart-templates/master/quickstarts/microsoft.machinelearningservices/machine-learning-service-create-aci/azuredeploy.json
명령줄
az group create --name <resource-group-name> --location <resource-group-location> #use this command when you need to create a new resource group for your deploymentAzure 크로스 플랫폼 명령줄 인터페이스 설치 및 구성
az group deployment create --resource-group <my-resource-group> --template-uri https://raw.githubusercontent.com/Azure/azure-quickstart-templates/master/quickstarts/microsoft.machinelearningservices/machine-learning-service-create-aci/azuredeploy.json