Data Parallel C++ : Programming Accelerated Systems Using C++ and SYCL 9781484296912, 9781484296905

Learn how to accelerate C++ programs using data parallelism and SYCL. This book enables C++ programmers to be at the fo

202 115 47MB

English Pages 648 Year 2023

Data Parallel C++ : Programming Accelerated Systems Using C++ and SYCL
9781484296912, 9781484296905

Author / Uploaded
James Reinders
Ben Ashbaugh
James Brodman
Michael Kinsner
John Pennycook
Xinmin Tian

Table of contents :
Cover
Front Matter
1. Introduction
2. Where Code Executes
3. Data Management
4. Expressing Parallelism
5. Error Handling
6. Unified Shared Memory
7. Buffers
8. Scheduling Kernels and Data Movement
9. Communication and Synchronization
10. Defining Kernels
11. Vectors and Math Arrays
12. Device Information and Kernel Specialization
13. Practical Tips
14. Common Parallel Patterns
15. Programming for GPUs
16. Programming for CPUs
17. Programming for FPGAs
18. Libraries
19. Memory Model and Atomics
20. Backend Interoperability
21. Migrating CUDA Code
Back Matter

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