Google Exam Professional Machine Learning Engineer Topic 7 Question 62 Discussion

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

Question #: 62
Topic #: 7

[All 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.

Show Suggested Answer

Suggested Answer: A

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

Limited Time Offer

25%

Off

Get Premium Professional Machine Learning Engineer Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Currently there are no comments in this discussion, be the first to comment!