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Parallel Matrix-Multiplication, Gauss-Elimination, Matrix Inversion using pthreads and openMP

Makefile 3.12% C++ 96.88%
cpp17 gauss-elimination matrix-inversion matrix-multiplication openmp-parallelization pthreads

parallel-computing's Introduction

Parallel Computing

Parallelizes Matrix operations such as:

  1. Matrix Multiplication
  2. Gaussian Elimination
  3. Matrix Inversion (using Co-factors and Minors)

This project compares the time taken to perform these operations using pthreads and openmp.

Run the Project

  • Clone the repository

  • From the root of project use command

    make
    

    Let the files compile and then an executable ./a.out will be generated.

  • Run the executable

    ./a.out <Argument_1> <Argument_2>
    • Argument_1: This specifies the which of the 3 operations to run
    • Argument_2: This specifies the test case number to run

    If no arguments are provided then all the 3 operaions with all the test cases will run. However, if only one arguemnt is provided then only that operaion will run with all the test cases.

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