DP-100 · Question #367
You manage an Azure Machine Learning workspace. The workspace includes an Azure Machine Learning Kubernetes compute target configured as an Azure Kubernetes Service (AKS) cluster named AKS1. AKS1 is…
The correct answer is D. instance_type. The instance_type parameter is used to specify the type of compute node when running a command job on an Azure ML Kubernetes compute target (AKS). In Azure ML, when an AKS cluster has multiple node pools with different hardware configurations (e.g., CPU vs. GPU nodes), the…
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Options
- Aenvironment
- Bcompute
- Climits
- Dinstance_type
How the community answered
(54 responses)- A6% (3)
- B13% (7)
- C2% (1)
- D80% (43)
Explanation
The instance_type parameter is used to specify the type of compute node when running a command job on an Azure ML Kubernetes compute target (AKS). In Azure ML, when an AKS cluster has multiple node pools with different hardware configurations (e.g., CPU vs. GPU nodes), the instance_type parameter maps to a custom resource defined on the Kubernetes cluster that selects the appropriate node type. The compute parameter identifies which compute target to use (i.e., AKS1), not the node type within it. The environment parameter specifies the software environment, and limits defines resource constraints - neither selects a node type.
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