Designing and Implementing a Data Science Solution on Azure — Question 88
You have an Azure Machine Learning workspace. You build a deep learning model.
You need to publish a GPU-enabled model as a web service.
Which two compute targets can you use? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
Answer options
- A. Azure Kubernetes Service (AKS)
- B. Azure Container Instances (ACI)
- C. Local web service
- D. Azure Machine Learning compute clusters
Correct answer: A, B
Explanation
Azure Kubernetes Service (AKS) and Azure Container Instances (ACI) are both capable of handling GPU-enabled models and can efficiently scale to accommodate web service requirements. In contrast, a Local web service and Azure Machine Learning compute clusters may not provide the same level of scalability and GPU support as the other options.