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The Art of Writing Efficient Programs

You're reading from   The Art of Writing Efficient Programs An advanced programmer's guide to efficient hardware utilization and compiler optimizations using C++ examples

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Product type Paperback
Published in Oct 2021
Publisher Packt
ISBN-13 9781800208117
Length 464 pages
Edition 1st Edition
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Author (1):
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Fedor G. Pikus Fedor G. Pikus
Author Profile Icon Fedor G. Pikus
Fedor G. Pikus
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Table of Contents (18) Chapters Close

Preface 1. Section 1 – Performance Fundamentals
2. Chapter 1: Introduction to Performance and Concurrency FREE CHAPTER 3. Chapter 2: Performance Measurements 4. Chapter 3: CPU Architecture, Resources, and Performance 5. Chapter 4: Memory Architecture and Performance 6. Chapter 5: Threads, Memory, and Concurrency 7. Section 2 – Advanced Concurrency
8. Chapter 6: Concurrency and Performance 9. Chapter 7: Data Structures for Concurrency 10. Chapter 8: Concurrency in C++ 11. Section 3 – Designing and Coding High-Performance Programs
12. Chapter 9: High-Performance C++ 13. Chapter 10: Compiler Optimizations in C++ 14. Chapter 11: Undefined Behavior and Performance 15. Chapter 12: Design for Performance 16. Assessments 17. Other Books You May Enjoy

Measuring memory access speed

We have good evidence to assume that CPUs can operate much faster on the data already in registers compared to the data in memory. The specifications of the processor and memory speeds alone suggest at least an order of magnitude difference. However, we have learned by now not to make any guesses or assumptions about performance without verifying them through direct measurements. This does not mean that any prior knowledge about the system architecture and any assumptions we can make based on that knowledge are not useful. Such assumptions can be used to guide the experiments and devise the right measurements. We will see in this chapter that the process of discovery by accident can take you only so far and can even lead you into error. The measurements can be correct in and of themselves, but it is often hard to determine what exactly is being measured and what conclusions we can derive from the results.

It would seem that measuring memory access speed...

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