Skip to content

An implementation of the Loopy Belief Propagation algorithm using CUDA

License

Notifications You must be signed in to change notification settings

zanarashidi/loopy-belief-propagation-using-CUDA

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

15 Commits
 
 
 
 
 
 
 
 

Repository files navigation

Loopy Belief Propagation using CUDA

About

An implementation of the Loopy Belief Propagation (Sum-Product) Algorithm using CUDA on GPU

This code was written as part of my B.Sc. Project in Computer Engineering at the Computer Engineering Department, Sharif University of Technology, Iran

July 2017

How to use this code:

  1. Compile lattice.cpp:
$ g++ lattice.cpp -o lattice.out
  1. Run lattice.out:
$ ./lattice.out
  1. Enter grid dimension:
"Enter Grid Dim: "
  1. Compile sp.cu:
$ nvcc sp.cu -o sp.out
  1. Run sp.out:
$ ./sp.out 

About

An implementation of the Loopy Belief Propagation algorithm using CUDA

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published