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System Solver

Small application that aims to solve systems of linear equations using the general compute capabilities of the GPUs

Table of contents

🔧 Setting up a local istance

Requirements

Steps

  • Make sure the path to the CL header is correct, or edit it accordingly.

  • make main

  • The executable will be found in the bin folder, while all the object files will be in the build folder

  • You can also run the compiler manually. All the c files are in the src folder, while the headers are in the include folder.

Use:

---------------------------------------------------------------------
Usage: ./bin/LinearSystemSolver [-i infname] [-o outfname] [-s seed] [-d dim] [-v] ocldname impcode
---------------------------------------------------------------------
impcode      -  implementation you want to use.
                1: no pivot cpu
                2: no pivot lmem [deprecated]
                3: no pivot texture
                4: no pivot buffer
                5: partial pivot cpu
                6: partial pivot texture
                7: partial pivot buffer
ocldname     -  path to the directory that contains the oclfiles

-i infname   -  path of the file from which to fetch the matrix.
                It must state all the elements of the complete matrix, separated by spaces, row by row
-o outfname  -  path of the file where to print the result vector.
                Defaults to use the standard output. If it is not specified, a dummy matrix will be generated
-s seed      -  seed used to generate the matrix if -f is not specified.
                Defaults to 123
-d dim       -  number of unknowns of the matrix.
                Defaults to 1000
-v           -  enables vectorization, if the chosen implementation supports it.
                The number of unknowns must be 1 less than a multiple of 4

📊 [Optional] Testing

Requirements

Steps

  • Make sure the path to the check header is correct, or edit it accordingly.

  • make test

  • The test runner will be found in the bin folder, while all the object files will be in the build folder

📚 Documentation

Table of contents
Code documentation

Credits

  • Giuseppe Bilotta for the ocl_boiler.h (and for teaching me all the OpenCL fundamentals and more)
  • c-project-template for the structure of the project and of the Makefile