Let’s review what we have learned in this chapter by answering a few questions. At first, try to answer these questions without consulting the material.

Note

The answers to all these questions are available at https://github.com/PacktPublishing/Accelerate-Model-Training-with-PyTorch-2.X/blob/main/quiz/chapter06-answers.md.

Before starting the quiz, remember that it is not a test at all! This section aims to complement your learning process by revising and consolidating the content covered in this chapter.

Choose the correct option for the following questions.

1. What are the two steps to take when simplifying a workflow?
   1. Reduction and compression.
   2. Pruning and reduction.
   3. Pruning and compression.
   4. Reduction and zipping.
2. A pruning technique usually has the following dimensions:
   1. Criterion, scope, and method.
   2. Algorithm, scope, and magnitude.
   3. Criterion, constraints, and targets.
   4. Algorithm, constraints, and targets.
3. Concerning the compression phase, we can...