Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 45

Question

You are training a TensorFlow model on a structured dataset with 100 billion records stored in several CSV files. You need to improve the input/output execution performance. What should you do?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: Convert the CSV files into shards of TFRecords, and store the data in Cloud Storage. Cloud Storage provides durable, scalable object storage that is fully managed.

Google Cloud Professional Machine Learning Engineer PMLE — Question 45