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AXPY-Halide-implementation

This is my implementation of the BLAS routine: saxpy which given two vectors (a and b) and a constant cst calculates: c=cst*a+b

To do this we simply define a Halide Func that has a variable x (the index on the vectors) and calculate the value of the previously mentioned expression.

This could be efficiently parallelized since this task is embarrassingly parallelizable. A parallel implementation could be added in the future.

File structure:

  • saxpy.c :  C code containing the implementation of the routine. This code also writes the results of a test case to a txt file for comparaison.

  • saxpy.cpp: C++ Code containing the Halide implementation of the routine. This code also writes the results of a test case to a txt file for comparaison.

  • script.sh: A shell script to compile and run both programs and compare results using the diff command.

  • Installation_logs: File containing installation logs of LLVM and Halide:

    • logs.txt: logs of the installation using the script command.

    • Screen captures during the installation.

To run the code do the following:

  1. Open the script.sh file and replace the environment variables:

    • LD_LIBRARY_PATH with the path to libHalide.so
    • LD_HEADER_PATH with the path to Halide.h header file

  2. If running on windows: replace the diff command in script.sh with FC

  3. Run the script using the command: bash script.sh