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ResourceRequirementsSettings 类
容器的资源要求设置。
- 继承
-
azure.ai.ml.entities._mixins.RestTranslatableMixinResourceRequirementsSettings
构造函数
ResourceRequirementsSettings(requests: ResourceSettings | None = None, limits: ResourceSettings | None = None)
参数
名称 | 说明 |
---|---|
requests
|
容器的最小资源请求数。 默认值: None
|
limits
|
容器的资源限制。 默认值: None
|
示例
为 Kubernetes 部署配置 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",
),
),
)