The Software Optimization Cookbook: High Performance Recipes for IA-32 Platforms, 2nd Edition

Computers & Technology

Gerber, Richard

Tian, Xinmin

Bik, Aart J.C.

Smith,Kevin

Computer Science

Intel Press

<p><p>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.&nbsp;</p> <p>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.</p> This book begins by introducing data parallelism and foundational topics for effective use of the SYCL standard from the Khronos Group&nbsp;and Data Parallel C++ (DPC++), the open source compiler used in this book.&nbsp; Later chapters cover advanced topics including error handling, hardware-specific programming, communication and synchronization, and memory model considerations. <div> <div><br /></div> <div><i>Data Parallel C++</i>&nbsp;provides you with everything needed to use SYCL for programming heterogeneous systems.<br /></div> <div> <p><b>What You'll Learn</b><br /></p> <ul> <li>Accelerate C++ programs using data-parallel programming</li> <li>Target multiple device types (e.g. CPU, GPU, FPGA)</li> <li>Use SYCL and SYCL compilers&nbsp;</li> <li>Connect with computing's heterogeneous future via Intel's oneAPI initiative</li> </ul> <p><b>Who This Book Is For</b><br /></p> <p>Those new data-parallel programming and computer programmers interested in data-parallel programming using C++.</p> <br /></div> </div></p>

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

Reinders, James

Ashbaugh, Ben

Brodman, James

Kinsner, Michael

Pennycook, John

Programming Languages

Apress

<p>"This book, now in is second edition, is the premier resource to learn SYCL 2020 and is the ONLY book you need to become part of this community." Erik Lindahl, GROMACS and Stockholm University\nLearn how to accelerate C++ programs using data parallelism and SYCL.<br />
This open access book enables C++ programmers to be at the forefront of this exciting and important development that is helping to push computing to new levels. This updated second edition is full of practical advice, detailed explanations, and code examples to illustrate key topics.\nSYCL enables access to parallel resources in modern accelerated heterogeneous systems. Now, a single C++ application can use any combination of devices–including GPUs, CPUs, FPGAs, and ASICs–that are suitable to the problems at hand.<br />
This book teaches data-parallel programming using C++ with SYCL and walks through everything needed to program accelerated systems. The book begins by introducing data parallelism and foundational topics for effective use of SYCL. Later chapters cover advanced topics, including error handling, hardware-specific programming, communication and synchronization, and memory model considerations.\nAll source code for the examples used in this book is freely available on GitHub. The examples are written in modern SYCL and are regularly updated to ensure compatibility with multiple compilers.\nWhat You Will Learn Accelerate C++ programs using data-parallel programming Use SYCL and C++ compilers that support SYCL Write portable code for accelerators that is vendor and device agnostic Optimize code to improve performance for specific accelerators Be poised to benefit as new accelerators appear from many vendors<br />
Who This Book Is For\nNew data-parallel programming and computer programmers interested in data-parallel programming using C++\nThis is an open access book.</p>

Data Parallel C++: Programming Accelerated Systems Using C++ and SYCL

Programming

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