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Modern Parallel Programming with C++ and Assembly Language = X86 SIMD Development Using AVX, AVX2, and AVX-512 /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Modern Parallel Programming with C++ and Assembly Language/ by Daniel Kusswurm.
Reminder of title:	X86 SIMD Development Using AVX, AVX2, and AVX-512 /
Author:	Kusswurm, Daniel.
Description:	XX, 633 p. 100 illus.online resource. :
Contained By:	Springer Nature eBook
Subject:	Computer Science. -
Online resource:	https://doi.org/10.1007/978-1-4842-7918-2
ISBN:	9781484279182

Modern Parallel Programming with C++ and Assembly Language = X86 SIMD Development Using AVX, AVX2, and AVX-512 /
Kusswurm, Daniel.

Modern Parallel Programming with C++ and Assembly LanguageX86 SIMD Development Using AVX, AVX2, and AVX-512 /[electronic resource] :by Daniel Kusswurm. - 1st ed. 2022. - XX, 633 p. 100 illus.online resource.

Chapter 1 – SIMD Fundamentals -- Chapter 2 – AVX C++ Programming - Part 1 -- Chapter 3 – AVX C++ Programming - Part 2 -- Chapter 4 – AVX2 C++ Programming - Part 1 -- Chapter 5 – AVX2 C++ Programming - Part 2 -- Chapter 6 – AVX2 C++ Programming - Part 3 -- Chapter 7 – AVX-512 C++ Programming - Part 1 -- Chapter 8 – AVX-512 C++ Programming - Part 2 -- Chapter 9 – Supplemental C++ SIMD Programming -- Chapter 10 – X86 Processor Architecture -- Chapter 11 – Core Assembly Language Programming – Part 1 -- Chapter 12 – Core Assembly Language Programming – Part 2 -- Chapter 13 – AVX Assembly Language Programming – Part 1 -- Chapter 14 – AVX Assembly Language Programming – Part 2 -- Chapter 15 – AVX2 Assembly Language Programming – Part 1 -- Chapter 16 – AVX2 Assembly Language Programming – Part 2 -- Chapter 17 – AVX-512 Assembly Language Programming – Part 1 -- Chapter 18 – AVX-512 Assembly Language Programming – Part 2 -- Chapter 19 – SIMD Usage and Optimization Guidelines -- Appendix A – Source Code and Development Tools -- Appendix B – References and Resources.

Learn the fundamentals of x86 Single instruction multiple data (SIMD) programming using C++ intrinsic functions and x86-64 assembly language. This book emphasizes x86 SIMD programming topics and technologies that are relevant to modern software development in applications which can exploit data level parallelism, important for the processing of big data, large batches of data and related important in data science and much more. Modern Parallel Programming with C++ and Assembly Language is an instructional text that explains x86 SIMD programming using both C++ and assembly language. The book’s content and organization are designed to help you quickly understand and exploit the SIMD capabilities of x86 processors. It also contains an abundance of source code that is structured to accelerate learning and comprehension of essential SIMD programming concepts and algorithms. After reading this book, you will be able to code performance-optimized AVX, AVX2, and AVX-512 algorithms using either C++ intrinsic functions or x86-64 assembly language. You will: Understand the essential details about x86 SIMD architectures and instruction sets including AVX, AVX2, and AVX-512. Master x86 SIMD data types, arithmetic instructions, and data management operations using both integer and floating-point operands. Code performance-enhancing functions and algorithms that fully exploit the SIMD capabilities of a modern x86 processor. Employ C++ intrinsic functions and x86-64 assembly language code to carry out arithmetic calculations using common programming constructs including arrays, matrices, and user-defined data structures. Harness the x86 SIMD instruction sets to significantly accelerate the performance of computationally intense algorithms in applications such as machine learning, image processing, computer graphics, statistics, and matrix arithmetic. Apply leading-edge coding strategies and techniques to optimally exploit the x86 SIMD instruction sets for maximum possible performance.

ISBN: 9781484279182

Standard No.: 10.1007/978-1-4842-7918-2doiSubjects--Topical Terms:

593922
Computer Science.

LC Class. No.: QA76.7-.73

Dewey Class. No.: 005.13

Modern Parallel Programming with C++ and Assembly Language = X86 SIMD Development Using AVX, AVX2, and AVX-512 /
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