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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

The speed of memory: the numbers

Now that we have our benchmarking code to measure the speed of reading and writing into memory, we can collect the results and see how we can get the best performance when accessing data in memory. We begin with random access, where the location of each value we read or write is unpredictable.

The speed of random memory access

The measurements are likely to be fairly noisy unless you run this benchmark many times and average the results (the benchmark library can do that for you). For a reasonable run time (minutes), you will likely see the results that look something like this:

Figure 4.3 – Random read speed as a function of memory size

The benchmark results in Figure 4.3 show the number of words read from memory per second (in billions, on any reasonable PC or workstation you can find today), where the word is a 64-bit integer or a 265-bit integer (long or __m256i, respectively). The same measurements can be alternatively...

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