Google Exam Professional-Machine-Learning-Engineer Topic 7 Question 62 Discussion

Actual exam question for Google's Google Professional Machine Learning Engineer exam

Question #: 62
Topic #: 7

[All Google Professional Machine Learning Engineer Questions]

You are training an object detection model using a Cloud TPU v2. Training time is taking longer than expected. Based on this simplified trace obtained with a Cloud TPU profile, what action should you take to decrease training time in a cost-efficient way?

AMove from Cloud TPU v2 to Cloud TPU v3 and increase batch size.

BMove from Cloud TPU v2 to 8 NVIDIA V100 GPUs and increase batch size.

CRewrite your input function to resize and reshape the input images.

DRewrite your input function using parallel reads, parallel processing, and prefetch.

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Suggested Answer: A

by Georgene at Apr 01, 2023, 04:43 PM

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