Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 31

Question

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 = 224—224 • 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?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Reduce the batch size. Google Cloud Batch schedules and runs batch jobs at scale without managing infrastructure.

Google Cloud Professional Machine Learning Engineer PMLE — Question 31