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Modern Parallel Programming with C++ and Assembly Language

Name: Modern Parallel Programming with C++ and Assembly Language
Brand: APress
SKU: 9781484279175
Price: 19829 HUF
Availability: InStock

X86 SIMD Development Using AVX, AVX2, and AVX-512

Szerző: Daniel Kusswurm

Nyelv:

Kötés: Puha kötésű

Kiadó: APress

Elérhetőség: Beszállítói készleten

Küldés 9-15 napon belül

19 829 Ft

Learn the fundamentals of x86 Single instruction multiple data (SIMD) programming using C++ intrinsi...

Információk a könyvről

Szerző

Daniel Kusswurm

Nyelv

Angol

Kötés

Könyv - Puha kötésű

Kiadva

2022

oldal

869

EAN

9781484279175

ISBN

1484279174

Enbook ID

37333824

Kiadó

APress

Súly

1214

Méretek

178 x 254 x 34

Teljes leírás

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. What You Will LearnUnderstand 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. Who This Book Is ForIntermediate to advanced programmers/developers in general. Readers of this book should have previous programming experience with modern C++ (i.e., ANSI C++11 or later) and Assembly. Some familiarity with Microsoft's Visual Studio or the GNU toolchain will be helpful. The target audience for Modern X86 SIMD Programming are experienced software developers, programmers and maybe some hobbyists.