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Cuda-npp image and video processing
2022-07-29 02:36:00 【Autumn ink】
One 、What is NPP?
NVIDIA Performance Primitives library (NPP) Is a series of library functions for accelerating the process ,NPP The original goal of is for image and video processes , Now it is used by development engineers in many other fields , Including signal processing .NVIDIA NPP yes 2D Image and signal processing CUDA Acceleration Library .NPP Libraries can maximize flexibility , While maintaining high performance . It can be used in the following two ways NPP library
- As a separate library , You can add GPU Speed up
- Can be added to developers GPU In the code , As a collaborative library for effective interoperability
Both methods allow developers to take advantage of NVIDIA gpu A lot of computing resources , At the same time, reduce development time .
Two 、API Interface document
There is an official explanation here , This article will not introduce , If there is time later , Then introduce the use of interfaces .
- Universal interface : https://docs.nvidia.com/cuda/npp/general_conventions_lb.html
- Image processing interface :https://docs.nvidia.com/cuda/npp/nppi_conventions_lb.html
- Signal processing interface :https://docs.nvidia.com/cuda/npp/npps_conventions_lb.html
3、 ... and 、 The header file
All of them .h Files are installed in CUDA Toolkit The directory include Under the document , Among them is :
npp.h
nppde
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