From 81296ae0f8b93d0827391cf5cadabb4b11681fd9 Mon Sep 17 00:00:00 2001 From: Sebastian Stammler Date: Tue, 26 Nov 2024 14:14:22 +0100 Subject: [PATCH] Adding material of OpenACC/OpenMP talk --- .../CodeCoffee25112024.pdf | Bin 0 -> 539128 bytes .../2024_11_25_openacc_openmp/mandelbrot.c | 70 ++++++++++++++++++ .../2024_11_25_openacc_openmp/test_openacc.c | 25 +++++++ .../2024_11_25_openacc_openmp/test_openmp.c | 23 ++++++ 4 files changed, 118 insertions(+) create mode 100644 presentations/2024_11_25_openacc_openmp/CodeCoffee25112024.pdf create mode 100644 presentations/2024_11_25_openacc_openmp/mandelbrot.c create mode 100644 presentations/2024_11_25_openacc_openmp/test_openacc.c create mode 100644 presentations/2024_11_25_openacc_openmp/test_openmp.c diff --git a/presentations/2024_11_25_openacc_openmp/CodeCoffee25112024.pdf b/presentations/2024_11_25_openacc_openmp/CodeCoffee25112024.pdf new file mode 100644 index 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b/presentations/2024_11_25_openacc_openmp/mandelbrot.c new file mode 100644 index 0000000..28c6b4c --- /dev/null +++ b/presentations/2024_11_25_openacc_openmp/mandelbrot.c @@ -0,0 +1,70 @@ +#include +#include +#include +#include + +#define MAX_ITER 10000 +#define MAX_PALETTE 100 +#define f 1 + +static const int Nx = 1920 * f; +static const int Ny = 1080 * f; + +int mandelbrot(int i, int j, int Nx, int Ny); +void write_to_file(int* M); + +int main(int argc, char* argv[]){ + + int* M = calloc (Nx * Ny, sizeof(int)); + + //#pragma acc parallel loop // Use OpenACC to parallelize the for loops + //#pragma omp target parallel for map(to: Nx, Ny) map(from: M[0: Nx*Ny]) // Use OpenMP to parallelize the for loops + for(int j = 0; j < Ny; j++){ + for(int i = 0; i < Nx; i++){ + M[j * Nx + i] = mandelbrot(i, j, Nx, Ny) % MAX_PALETTE; + } + } + + //write_to_file(M); // Comment out to just check the performances + + return 0; + +} + +int mandelbrot(int i, int j, int Nx, int Ny){ + static const double x_L = -1.7687784; + static const double x_R = -1.7687792; + static const double y_L = -0.0017386; + static const double y_R = -0.0017392; + + double px = x_L + i * (x_R - x_L) / Nx; + double py = y_L + j * (y_R - y_L) / Ny; + + double xc = px; + double temp_xc = xc; + double yc = py; + short int iter = 0; + while(xc*xc + yc*yc < 4 && iter < MAX_ITER){ + temp_xc = xc*xc - yc*yc + px; + yc = 2.*xc*yc + py; + xc = temp_xc; + + iter++; + } + return iter; +} + + +void write_to_file(int* M){ + FILE *file = fopen("matrix.txt", "w"); + for (int j = 0; j < Ny; j++) { + for (int i = 0; i < Nx; i++) { + + fprintf(file, "%d ", M[j * Nx + i]); + } + fprintf(file, "\n"); // Newline after each row + } + fclose(file); +} + + diff --git a/presentations/2024_11_25_openacc_openmp/test_openacc.c b/presentations/2024_11_25_openacc_openmp/test_openacc.c new file mode 100644 index 0000000..1d6a3c1 --- /dev/null +++ b/presentations/2024_11_25_openacc_openmp/test_openacc.c @@ -0,0 +1,25 @@ +#include +#include +#include + +/*************************************************/ +/** HOW TO COMPILE: nvc -acc test_openacc.c **/ +/*************************************************/ + +int main(){ + + #pragma acc parallel // Open a parallel region with OpenACC. Whatever is inside the brackets will be run on the GPU + { + if(acc_on_device(acc_device_default)){ // Function provided by OpenACC to check whether a code is being run on the GPU (the device) + printf("Running on GPU\n"); + }else{ + printf("Running on CPU\n"); + } + } // acc parallel + + sleep(10); // Wait for 10 seconds, to check that nvidia-smi shows that a code is running on the GPU + + return 0; + + +} \ No newline at end of file diff --git a/presentations/2024_11_25_openacc_openmp/test_openmp.c b/presentations/2024_11_25_openacc_openmp/test_openmp.c new file mode 100644 index 0000000..d07fe0c --- /dev/null +++ b/presentations/2024_11_25_openacc_openmp/test_openmp.c @@ -0,0 +1,23 @@ +#include +#include +#include + +/***************************************************/ +/** HOW TO COMPILE: nvc -mp=gpu test_openmp.c **/ +/***************************************************/ + +int main(){ + + #pragma omp target // Open a parallel region with OpenMP. Whatever is inside the brackets will be run on the GPU + { + if(!omp_is_initial_device()){ // Function provided by OpenMP to check whether a code is being run on the GPU or on the CPU (the "initial_device") + printf("Running on GPU\n"); + }else{ + printf("Running on CPU\n"); + } + } // omp target + + sleep(10); // Wait for 10 seconds, to check that nvidia-smi shows that a code is running on the GPU + + return 0; +}