Google Professional Machine Learning Engineer Professional-Machine-Learning-Engineer Question # 78 Topic 8 Discussion

Professional-Machine-Learning-Engineer Exam Topic 8 Question 78 Discussion:

Question #: 78

Topic #: 8

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?

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

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

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

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

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Actual exam question for Google Professional-Machine-Learning-Engineer exam by Onyx75462 at Mar 17, 2026, 4:37:56 AM

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Google Professional Machine Learning Engineer Professional-Machine-Learning-Engineer Question # 78 Topic 8 Discussion

Google Professional Machine Learning Engineer Professional-Machine-Learning-Engineer Question # 78 Topic 8 Discussion

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Google Professional Machine Learning Engineer Professional-Machine-Learning-Engineer Question # 78 Topic 8 Discussion

Google Professional Machine Learning Engineer Professional-Machine-Learning-Engineer Question # 78 Topic 8 Discussion

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