共用方式為

ResourceRequirementsSettings 類別

  • 參考

容器的資源需求設定。

繼承
azure.ai.ml.entities._mixins.RestTranslatableMixin
ResourceRequirementsSettings

建構函式

ResourceRequirementsSettings(requests: ResourceSettings | None = None, limits: ResourceSettings | None = None)

參數

名稱 Description
requests
Optional[ResourceSettings]

容器的最低資源要求。

預設值: None
limits
Optional[ResourceSettings]

容器的資源限制。

預設值: None

範例

設定 Kubernetes 部署的 ResourceRequirementSettings。


   from azure.ai.ml.entities import (
       CodeConfiguration,
       KubernetesOnlineDeployment,
       ResourceRequirementsSettings,
       ResourceSettings,
   )

   blue_deployment = KubernetesOnlineDeployment(
       name="kubernetes_deployment",
       endpoint_name="online_endpoint_name",
       model=load_model("./sdk/ml/azure-ai-ml/tests/test_configs/model/model_with_stage.yml"),
       environment="azureml:AzureML-Minimal:1",
       code_configuration=CodeConfiguration(
           code="endpoints/online/model-1/onlinescoring", scoring_script="score.py"
       ),
       instance_count=1,
       resources=ResourceRequirementsSettings(
           requests=ResourceSettings(
               cpu="500m",
               memory="0.5Gi",
           ),
           limits=ResourceSettings(
               cpu="1",
               memory="1Gi",
           ),
       ),
   )