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Accelerate Model Training with PyTorch 2.X

You're reading from   Accelerate Model Training with PyTorch 2.X Build more accurate models by boosting the model training process

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Product type Paperback
Published in Apr 2024
Publisher Packt
ISBN-13 9781805120100
Length 230 pages
Edition 1st Edition
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Author (1):
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Maicon Melo Alves Maicon Melo Alves
Author Profile Icon Maicon Melo Alves
Maicon Melo Alves
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Table of Contents (17) Chapters Close

Preface 1. Part 1: Paving the Way FREE CHAPTER
2. Chapter 1: Deconstructing the Training Process 3. Chapter 2: Training Models Faster 4. Part 2: Going Faster
5. Chapter 3: Compiling the Model 6. Chapter 4: Using Specialized Libraries 7. Chapter 5: Building an Efficient Data Pipeline 8. Chapter 6: Simplifying the Model 9. Chapter 7: Adopting Mixed Precision 10. Part 3: Going Distributed
11. Chapter 8: Distributed Training at a Glance 12. Chapter 9: Training with Multiple CPUs 13. Chapter 10: Training with Multiple GPUs 14. Chapter 11: Training with Multiple Machines 15. Index 16. Other Books You May Enjoy

Quiz time!

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.

Important note

The answers to all these questions are available at https://github.com/PacktPublishing/Accelerate-Model-Training-with-PyTorch-2.X/blob/main/quiz/chapter04-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. A multicore system can have the following two types of computing cores:
    1. Physical and active.
    2. Physical and digital.
    3. Physical and logical.
    4. Physical and vectorial.
  2. A set of threads created by the same process...
    1. May share the same memory address space.
    2. Do not share the same memory address space.
    3. Is impossible in modern systems.
    4. Do share the same memory address space.
  3. Which of the following...
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