如何避免Azure ML Designer中的部署错误?

问题描述

我正在尝试使用Azure ML设计器和kubernetes部署机器学习模型。但是我越来越错误。请帮助我解决此问题。

部署:在步骤WaitServiceCreating上失败。详细信息:AzureML服务API错误。 {“代码”:“ KubernetesDeploymentFailed”,“状态代码”:400,“消息”:“ Kubernetes部署失败”,“详细信息”:[{“代码”:“ CrashLoopBackOff”,“消息”:“您的容器应用程序崩溃了。这\ n请检查您的容器实例的日志:pipeline-diabetes-endpoint。从AML SDK中,如果有服务,您可以运行print(service.get_logs())。 \ n您也可以尝试在本地运行image viennaglobal.azurecr.io/azureml/azureml_b28ba8081182392912210f900c51e228:latest。有关详细信息,请参阅https://aka.ms/debugimage#service-launch-fails。“ },{“ code”:“ DeploymentFailed”,“ message”:“您的容器端点不可用。请按照以下步骤进行调试:\ n1。如果有以下情况,则可以从AML SDK运行print(service.get_logs()):您具有用于获取日志的服务对象。有关更多信息,请参阅https://aka.ms/debugimage#dockerlog。\n2。查看诊断事件以检查容器的状态,可能帮助您调试问题。 [{“ Involvedobject”:“ pipeline-diabetes-endpoint-5cf7774487-mhczx”,“ InvolvedKind”:“ Pod”,“ Type”:“ normal”,“ Reason”:“ Scheduled”,“ Message”:“已成功分配azureml -exak-practise / pipeline-diabetes-endpoint-5cf7774487-mhczx到aks-agentpool-34503154-0“,” LastTimestamp“:” 2020-10-29T11:02:44Z“},{” Involvedobject“:” pipeline-diabetes -endpoint-5cf7774487-mhczx”,“ InvolvedKind”:“ Pod”,“ Type”:“ normal”,“ Reason”:“ Pulled”,“ Message”:“ Container image \” mcr.microsoft.com/azureml/dependency -unpacker:20200629 \“已在计算机上出现”,“ LastTimestamp”:“ 2020-10-29T11:02:46Z”},{“ Involvedobject”:“ pipeline-diabetes-endpoint-5cf7774487-mhczx”,“ InvolvedKind”: “ Pod”,“ Type”:“普通”,“原因”:“ Created”,“ Message”:“创建的容器amlappinit”,“ LastTimestamp”:“ 2020-10-29T11:02:46Z”},{“ Involvedobject “:” pipeline-diabetes-endpoint-5cf7774487-mhczx“,” InvolvedKind“:” Pod“,” Type“:” normal“,” Reason“:” Started“,” Message“:”已启动容器amlappinit“,” LastTimestamp“ “:” 2020-10-29T11:02:46Z“},{” Involvedobject“:”管道糖尿病es-endpoint-5cf7774487-mhczx”,“ InvolvedKind”:“ Pod”,“ Type”:“ normal”,“ Reason”:“ Pulled”,“ Message”:“ Container image \” viennaglobal.azurecr.io/azureml/ azureml_b28ba8081182392912210f900c51e228 \“已在计算机上出现”,“ LastTimestamp”:“ 2020-10-29T11:03:45Z”},{“ Involvedobject”:“ pipeline-diabetes-endpoint-5cf7774487-mhczx”,“ InvolvedKind”:“ Pod” ,“类型”:“普通”,“原因”:“已创建”,“消息”:“已创建容器管道-糖尿病-端点”,“最后时间戳”:“ 2020-10-29T11:03:45Z”},{“ Involvedobject”:“ pipeline-diabetes-endpoint-5cf7774487-mhczx”,“ InvolvedKind”:“ Pod”,“ Type”:“ normal”,“ Reason”:“ Started”,“ Message”:“ Started container pipe-diabetes-端点“,” LastTimestamp“:” 2020-10-29T11:03:45Z“},{” Involvedobject“:” pipeline-diabetes-endpoint-5cf7774487-mhczx“,” InvolvedKind“:” Pod“,” Type“:”警告”,“原因”:“ BackOff”,“消息”:“后退重新启动失败的容器”,“ LastTimestamp”:“ 2020-10-29T11:03:47Z”}“}]}}

解决方法

暂无找到可以解决该程序问题的有效方法,小编努力寻找整理中!

如果你已经找到好的解决方法,欢迎将解决方案带上本链接一起发送给小编。

小编邮箱:dio#foxmail.com (将#修改为@)