CUDA C++ Best Practices Guide

The programming guide to using the CUDA Toolkit to obtain the best performance from NVIDIA GPUs.
This Best Practices Guide is a manual to help developers obtain the best performance from NVIDIA®
CUDA® GPUs. It presents established parallelization and optimization techniques and explains coding
metaphors and idioms that can greatly simplify programming for CUDA-capable GPU architectures.
While the contents can be used as a reference manual, you should be aware that some topics are revisited in different contexts as various programming and configuration topics are explored. As a result,
it is recommended that first-time readers proceed through the guide sequentially. This approach will
greatly improve your understanding of effective programming practices and enable you to better use
the guide for reference later.