cuda-samples/Samples/2_Concepts_and_Techniques/convolutionSeparable

convolutionSeparable - CUDA Separable Convolution

Description

This sample implements a separable convolution filter of a 2D signal with a gaussian kernel.

Key Concepts

Image Processing, Data Parallel Algorithms

Supported SM Architectures

SM 5.0 SM 5.2 SM 5.3 SM 6.0 SM 6.1 SM 7.0 SM 7.2 SM 7.5 SM 8.0 SM 8.6 SM 8.7 SM 8.9 SM 9.0

Supported OSes

Linux, Windows

Supported CPU Architecture

x86_64, armv7l

CUDA APIs involved

CUDA Runtime API

cudaMemcpy, cudaFree, cudaDeviceSynchronize, cudaMemcpyToSymbol, cudaMalloc

Prerequisites

Download and install the CUDA Toolkit 12.5 for your corresponding platform.

References (for more details)

whitepaper