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							- #include <stdio.h>
 
- #include <stdlib.h>
 
- #include <starpu.h>
 
- #include <stdint.h>
 
- #include "../includes/display.h"
 
- void mandelbrot(void **, void *);
 
- void CUDA_mandelbrot(void **, void *);
 
- void test(void **, void *); /* Function used to test on my matrix, in the cpu_test_with_generated.c file. */
 
- struct Params
 
- {
 
- 	float cr;
 
- 	float ci;
 
- 	unsigned taskx;
 
- 	unsigned tasky;
 
- 	unsigned width;
 
- 	unsigned height;
 
- };
 
- struct starpu_codelet cl =
 
- {
 
- 	/* .cpu_funcs = {test}, */ 
 
- 	.cpu_funcs = {mandelbrot},
 
- 	.cuda_funcs = {CUDA_mandelbrot},
 
- 	//ARRAY PAR
 
- 	.nbuffers = 3,
 
- 	.modes = {STARPU_RW, STARPU_R, STARPU_R}
 
- 	//
 
- 	//STRUCT PAR
 
- 	/* .nbuffers = 1, */
 
- 	/* .modes = {STARPU_RW} */
 
- 	//
 
- };
 
- void mandelbrot_with_starpu(int64_t *pixels, float cr, float ci, unsigned width, unsigned height, unsigned nslicesx, unsigned nslicesy, double *params)
 
- {
 
- 	//ARRAY PAR
 
- 	starpu_data_handle_t p_handle, par_handle, v_handle;
 
- 	//
 
- 	//STRUCT PAR
 
- 	/* starpu_data_handle_t p_handle; */
 
- 	//
 
- 	starpu_matrix_data_register(&p_handle, STARPU_MAIN_RAM, (uintptr_t)pixels, width, width, height, sizeof(int64_t));
 
- 	//ARRAY PAR
 
- 	starpu_matrix_data_register(&par_handle, STARPU_MAIN_RAM, (uintptr_t)params, 5, 5, 1, sizeof(double));
 
- 	//
 
- 	struct starpu_data_filter vert =
 
- 	{
 
- 		/* .filter_func = starpu_matrix_filter_block, */
 
- 		.filter_func = starpu_matrix_filter_vertical_block,
 
- 		.nchildren = nslicesy
 
- 	};
 
- 	struct starpu_data_filter horiz =
 
- 	{
 
- 		.filter_func = starpu_matrix_filter_block,
 
- 		/* .filter_func = starpu_matrix_filter_vertical_block, */
 
- 		.nchildren = nslicesx
 
- 	};
 
- 	starpu_data_map_filters(p_handle, 2, &vert, &horiz);
 
- 	unsigned taskx, tasky;
 
- 	//ARRAY PAR
 
- 	int64_t *V = malloc(2 * nslicesx * nslicesy * sizeof(int64_t));
 
- 	//
 
- 	//STRUCT PAR
 
- 	/* struct Params *parameters = malloc(nslicesx * nslicesy * sizeof(struct Params)); */
 
- 	//
 
- 	for (tasky = 0; tasky < nslicesy; tasky++){
 
- 		for (taskx = 0; taskx < nslicesx; taskx++){
 
- 			struct starpu_task *task = starpu_task_create();
 
- 			//ARRAY PAR			
 
- 			V[2 * (taskx + nslicesx * tasky)] = taskx + 1;
 
- 			V[2 * (taskx + nslicesx * tasky) + 1] = tasky + 1;
 
- 			starpu_vector_data_register(&v_handle, STARPU_MAIN_RAM, (uintptr_t)&(V[2 * (taskx + nslicesx * tasky)]), 2, sizeof(int64_t));
 
- 			//
 
- 			
 
- 			/* printf("Pre-Task%u_%u\n", taskx, tasky); */
 
- 			task->cl = &cl;
 
- 			
 
- 			task->handles[0] = starpu_data_get_sub_data(p_handle, 2, tasky, taskx);
 
- 			
 
- 			//ARRAY PAR
 
- 			task->handles[1] = par_handle;
 
- 			task->handles[2] = v_handle;
 
- 			//
 
- 			//STRUCT PAR
 
- 			/* struct Params param = {cr, ci, taskx, tasky, width, height}; */
 
- 			
 
- 			/* parameters[taskx + tasky * nslicesx] = param; */
 
- 			/* task->cl_arg = (parameters + taskx + tasky * nslicesx); */
 
- 			/* task->cl_arg_size = sizeof(struct Params); */
 
- 			//
 
- 			starpu_task_submit(task);
 
- 			//ARRAY PAR
 
- 			starpu_data_unregister_submit(v_handle);
 
- 			//
 
- 		}
 
- 	}
 
- 	starpu_task_wait_for_all();
 
- 	starpu_data_unpartition(p_handle, STARPU_MAIN_RAM);
 
- 	starpu_data_unregister(p_handle);
 
- 	//STRUCT PAR
 
- 	/* free(parameters); */
 
- 	//
 
- 	//ARRAY PAR
 
- 	starpu_data_unregister(par_handle);
 
- 	/* starpu_data_unregister(v_handle); */
 
- 	free(V);
 
- 	//
 
- }
 
- void init_zero(int64_t * pixels, unsigned width, unsigned height)
 
- {
 
- 	unsigned i,j;
 
- 	for (i = 0; i < height; i++){
 
- 		for (j = 0; j < width; j++){
 
- 			pixels[j + i*width] = 0;
 
- 		}
 
- 	}
 
- }
 
- void sort(double *arr, unsigned nbr_tests)
 
- {
 
- 	unsigned j;
 
- 	
 
- 	int is_sort = 0;
 
- 	
 
- 	while (!is_sort){
 
- 		is_sort = 1;
 
- 		
 
- 		for (j = 0; j < nbr_tests - 1; j++){
 
- 			if (arr[j] > arr[j+1]){
 
- 				is_sort = 0;
 
- 				double tmp = arr[j];
 
- 				arr[j] = arr[j+1];
 
- 				arr[j+1] = tmp;
 
- 			}
 
- 		}
 
- 	}
 
- }
 
- double median_time(float cr, float ci, unsigned width, unsigned height, unsigned nslicesx, unsigned nslicesy, unsigned nbr_tests)
 
- {
 
- 	int64_t *Pixels = malloc(width*height*sizeof(int64_t));
 
- 	double *params = malloc(4*sizeof(double));
 
- 	
 
- 	double max_iterations = (width/2) * 0.049715909 * log10(width * 0.25296875);
 
- 	params[0] = (double) cr;
 
- 	params[1] = (double) ci;
 
- 	params[2] = (double) width;
 
- 	params[3] = (double) height;
 
- 	params[4] = (double) max_iterations;
 
- 	unsigned i;
 
- 	double exec_times[nbr_tests];
 
- 	double start, stop, exec_t;
 
- 	for (i = 0; i < nbr_tests; i++){
 
- 		init_zero(Pixels, width, height);
 
- 		
 
- 		start = starpu_timing_now(); // starpu_timing_now() gives the time in microseconds.
 
- 		mandelbrot_with_starpu(Pixels, cr, ci, width, height, nslicesx, nslicesy, params);
 
- 		stop = starpu_timing_now();
 
- 		
 
- 		exec_t = (stop-start)/1.e6;
 
- 		exec_times[i] = exec_t;
 
- 	}
 
- 	
 
- 	char filename[34];
 
- 	sprintf(filename, "PPM/mandelbrottest%d.ppm", width);
 
- 	printf("%s\n", filename);
 
- 	/* Due to Julia registering matrices differently in memory, we need to transpose the matrix we get from the Julia generated kernels */
 
- 	mandelbrot_graph_transpose(filename, Pixels, width, height);
 
- 	/* mandelbrot_graph_transpose("PPM/mandelbrottest.ppm", Pixels, width, height); */
 
- 	free(Pixels);
 
- 	free(params);
 
- 	sort(exec_times, nbr_tests);
 
- 	return exec_times[nbr_tests/2];	
 
- }
 
- void display_times(float cr, float ci, unsigned start_dim, unsigned step_dim, unsigned stop_dim, unsigned nslices, unsigned nbr_tests)
 
- {
 
- 	
 
- 	unsigned dim;
 
- 	FILE *myfile;
 
- 	myfile = fopen("DAT/mandelbrot_c_array_times.dat", "w");
 
- 	for (dim = start_dim; dim <= stop_dim; dim += step_dim){
 
- 		
 
- 		double t = median_time(cr, ci, dim, dim, nslices, nslices, nbr_tests);
 
- 		
 
- 		printf("w = %u ; h = %u ; t = %f\n", dim, dim, t);
 
- 		
 
- 		fprintf(myfile, "%f\n", t);
 
- 		}
 
- 	
 
- 	fclose(myfile);
 
- }
 
- int main(int argc, char **argv)
 
- {
 
- 	if (argc != 8){
 
- 		printf("Usage: %s cr ci start_dim step_dim stop_dim nslices(must divide dims) nbr_tests\n", argv[0]);
 
- 		return 1;
 
- 	}
 
- 	if (starpu_init(NULL) != EXIT_SUCCESS){
 
- 		fprintf(stderr, "ERROR\n");
 
- 		return 77;
 
- 	}
 
- 	
 
- 	float cr = (float) atof(argv[1]);
 
- 	float ci = (float) atof(argv[2]);
 
- 	unsigned start_dim = (unsigned) atoi(argv[3]);
 
- 	unsigned step_dim = (unsigned) atoi(argv[4]);	
 
- 	unsigned stop_dim = (unsigned) atoi(argv[5]);
 
- 	unsigned nslices = (unsigned) atoi(argv[6]);
 
- 	unsigned nbr_tests = (unsigned) atoi(argv[7]);
 
- 	display_times(cr, ci, start_dim, step_dim, stop_dim, nslices, nbr_tests);
 
- 	starpu_shutdown();
 
- 	return 0;
 
- }
 
 
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