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Data Parallel C++: Mastering DPC++ for Programming of Heterogeneous Systems using C++ and SYCL

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Learn how to accelerate C++ programs using data parallelism. This open access book enables C++ programmers to be at the forefront of this exciting and important new development that is helping to push computing to new levels. It is full of practical advice, detailed explanations, and code examples to illustrate key topics.

Data parallelism in C++ enables access to parallel resources in a modern heterogeneous system, freeing you from being locked into any particular computing device. Now a single C++ application can use any combination of devices—including GPUs, CPUs, FPGAs and AI ASICs—that are suitable to the problems at hand.

This book begins by introducing data parallelism and foundational topics for effective use of the SYCL standard from the Khronos Group and Data Parallel C++ (DPC++), the open source compiler used in this book. Later chapters cover advanced topics including error handling, hardware-specific programming, communication and synchronization, and memory model considerations.

Data Parallel C++ provides you with everything needed to use SYCL for programming heterogeneous systems.

What You'll Learn

Accelerate C++ programs using data-parallel programming
Target multiple device types (e.g. CPU, GPU, FPGA)
Use SYCL and SYCL compilers
Connect with computing’s heterogeneous future via Intel’s oneAPI initiative
Who This Book Is For

Those new data-parallel programming and computer programmers interested in data-parallel programming using C++.

Availability
Inventory Code Barcode Call Number Location Status
2008000012EB0003599004.35 DatCentral Library (Database Springer E-Book)Available
Detail Information
Series Title
-
Call Number
004.35 Dat
Publisher
California : Apress Berkeley, CA.,
Collation
xxvi, 548p.: Ill
Language
English
ISBN/ISSN
978-1-4842-5574-2
Classification
004.35
Content Type
Ebook
Media Type
-
Carrier Type
online resource
Edition
1
Subject(s)
C++ (Computer Program Language)
Specific Detail Info
-
Statement of Responsibility
Other version/related

No other version available

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