Google Cloud Professional Machine Learning Engineer — Question 26

You are training a deep learning model for semantic image segmentation with reduced training time. While using a Deep Learning VM Image, you receive the following error: The resource 'projects/deeplearning-platforn/zones/europe-west4-c/acceleratorTypes/nvidia-tesla-k80' was not found. What should you do?

Answer options

• A. Ensure that you have GPU quota in the selected region.
• B. Ensure that the required GPU is available in the selected region.
• C. Ensure that you have preemptible GPU quota in the selected region.
• D. Ensure that the selected GPU has enough GPU memory for the workload.

Correct answer: B

Explanation

The correct answer is B, as it addresses the specific issue of the required GPU not being available in the selected region. Option A is incorrect because having GPU quota does not guarantee the availability of the specific GPU type. Option C is also not relevant if the specific GPU type is not present, and option D does not solve the issue of the GPU not being found.