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A small project to implement edge detection by C++. Compare the results among OpenMP, MPI, and CUDA

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Comparative Analysis of Edge Detection Using Different Parallel Computing Techniques

What is this

Using OpenMP, MPI, and CUDA to implement edge detection in C++. Analyze their results and performance.

Building

Library Requirements

  1. libomp
  2. open-mpi
  3. CUDA Toolkit
  4. OpenCV

Build Step

mkdir build
cd build
cmake ..
make

Each parallel technique will have a separate executable file. main will execute all of them and record the running time. All of them will be in the build/ directory.

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A small project to implement edge detection by C++. Compare the results among OpenMP, MPI, and CUDA

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