Google Exam Professional Machine Learning Engineer Topic 7 Question 20 Discussion

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

Question #: 20
Topic #: 7

[All Professional Machine Learning Engineer Questions]

You need to train a computer vision model that predicts the type of government ID present in a given image using a GPU-powered virtual machine on Compute Engine. You use the following parameters:

* Optimizer: SGD

* Image shape = 224x224

* Batch size = 64

* Epochs = 10

* Verbose = 2

During training you encounter the following error: ResourceExhaustedError: out of Memory (oom) when allocating tensor. What should you do?

AChange the optimizer

BReduce the batch size

CChange the learning rate

DReduce the image shape

Show Suggested Answer

Suggested Answer: B

by Celeste at May 04, 2022, 01:46 PM

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