DP-100 · Question #179
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might h
The correct answer is A. Yes. The solution meets the goal. The script correctly configures the run to execute locally on the Surface Book's GPU by setting compute_target to 'local' in the ScriptRunConfig or RunConfiguration. The local environment is configured with GPU support, either through a Docker image w
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Options
- AYes
- BNo
How the community answered
(45 responses)- A76% (34)
- B24% (11)
Explanation
The solution meets the goal. The script correctly configures the run to execute locally on the Surface Book's GPU by setting compute_target to 'local' in the ScriptRunConfig or RunConfiguration. The local environment is configured with GPU support, either through a Docker image with CUDA drivers or a local conda environment with the appropriate GPU-enabled framework packages. The AKS cluster (aks-cluster) created by the IT department is intended for inference/deployment and is not required for local training. Running locally allows the experiment to leverage the physical GPU on the Surface Book while still logging metrics and artifacts to the Azure ML workspace for tracking and comparison.
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