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Answer: Local web service, Azure Container Instances
The question requires selecting two compute targets for inference testing with minimal cost. Based on Azure Machine Learning documentation and community consensus, local web service (D) and Azure Container Instances (E) are the most cost-effective options. Local web service has no additional cloud costs since it runs on local hardware, while Azure Container Instances is serverless and only charges for actual usage time, making it ideal for intermittent testing workloads. Remote VM (C) is less suitable as VMs incur continuous running costs even when idle. Azure Machine Learning Kubernetes (A) and Azure Databricks (B) are more expensive enterprise solutions with higher overhead costs not justified for simple testing scenarios.
Author: LeetQuiz Editorial Team
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You are developing a machine learning model and need to perform inference for testing purposes. You must use a minimal cost compute target.
Which two compute targets should you use? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
A
Azure Machine Learning Kubernetes
B
Azure Databricks
C
Remote VM
D
Local web service
E
Azure Container Instances
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