Replaced doubles with floats

This commit is contained in:
Fabio Salvini 2016-12-13 18:43:33 +01:00
parent 600e5eb149
commit ef2e49659d
11 changed files with 123 additions and 121 deletions

View File

@ -3,12 +3,12 @@
typedef struct configuration {
int n;
double north;
double east;
double south;
double west;
double init_value;
double threshold;
float north;
float east;
float south;
float west;
float init_value;
float threshold;
} configuration;
int load_config(configuration *config) {
@ -38,17 +38,17 @@ int load_config(configuration *config) {
if (strcmp(property, "N") == 0) {
sscanf(value, "%d", &(config->n));
} else if (strcmp(property, "NORTH") == 0) {
sscanf(value, "%lf", &(config->north));
sscanf(value, "%f", &(config->north));
} else if (strcmp(property, "EAST") == 0) {
sscanf(value, "%lf", &(config->east));
sscanf(value, "%f", &(config->east));
} else if (strcmp(property, "SOUTH") == 0) {
sscanf(value, "%lf", &(config->south));
sscanf(value, "%f", &(config->south));
} else if (strcmp(property, "WEST") == 0) {
sscanf(value, "%lf", &(config->west));
sscanf(value, "%f", &(config->west));
} else if (strcmp(property, "INIT_VALUE") == 0) {
sscanf(value, "%lf", &(config->init_value));
sscanf(value, "%f", &(config->init_value));
} else if (strcmp(property, "THRESHOLD") == 0) {
sscanf(value, "%lf", &(config->threshold));
sscanf(value, "%f", &(config->threshold));
} else {
printf("Unknown property %s\n", property);
}

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@ -1,11 +1,11 @@
typedef struct configuration {
int n;
double north;
double east;
double south;
double west;
double init_value;
double threshold;
float north;
float east;
float south;
float west;
float init_value;
float threshold;
} configuration;
int load_config(configuration *config);

View File

@ -12,12 +12,12 @@
#define TAG_BORDER 0
#define TAG_MATRIX 1
double *compute_jacobi(int rank, int numprocs, int n, double init_value, double threshold, borders b, int *iterations) {
double *complete_x;
double *x;
double *new_x;
double *tmp_x;
double max_diff, global_max_diff, new_value;
float *compute_jacobi(int rank, int numprocs, int n, float init_value, float threshold, borders b, int *iterations) {
float *complete_x;
float *x;
float *new_x;
float *tmp_x;
float max_diff, global_max_diff, new_value;
int i, j;
int nb = n + 2; // n plus the border
int rows, rows_to_transmit;
@ -67,7 +67,7 @@ double *compute_jacobi(int rank, int numprocs, int n, double init_value, double
for (i = 1; i <= rows; i++) {
for (j = 1; j <= n; j++) {
new_value = 0.25 * (x[IDX(nb, i - 1, j)] + x[IDX(nb, i, j + 1)] + x[IDX(nb, i + 1, j)] + x[IDX(nb, i, j - 1)]);
max_diff = (double) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
max_diff = (float) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
new_x[IDX(nb, i, j)] = new_value;
}
}
@ -77,40 +77,40 @@ double *compute_jacobi(int rank, int numprocs, int n, double init_value, double
if (rank % 2 == 0) {
if (rank != numprocs - 1) {
// Send and receive south border
MPI_Send(&x[IDX(nb, rows, 0)], nb, MPI_DOUBLE, rank + 1, TAG_BORDER, MPI_COMM_WORLD);
MPI_Recv(&x[IDX(nb, rows + 1, 0)], nb, MPI_DOUBLE, rank + 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Send(&x[IDX(nb, rows, 0)], nb, MPI_FLOAT, rank + 1, TAG_BORDER, MPI_COMM_WORLD);
MPI_Recv(&x[IDX(nb, rows + 1, 0)], nb, MPI_FLOAT, rank + 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
}
if (rank != 0) {
// Send and receive north border
MPI_Send(&x[IDX(nb, 1, 0)], nb, MPI_DOUBLE, rank - 1, TAG_BORDER, MPI_COMM_WORLD);
MPI_Recv(&x[IDX(nb, 0, 0)], nb, MPI_DOUBLE, rank - 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Send(&x[IDX(nb, 1, 0)], nb, MPI_FLOAT, rank - 1, TAG_BORDER, MPI_COMM_WORLD);
MPI_Recv(&x[IDX(nb, 0, 0)], nb, MPI_FLOAT, rank - 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
}
} else {
// Receive and send north border
MPI_Recv(&x[IDX(nb, 0, 0)], nb, MPI_DOUBLE, rank - 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Send(&x[IDX(nb, 1, 0)], nb, MPI_DOUBLE, rank - 1, TAG_BORDER, MPI_COMM_WORLD);
MPI_Recv(&x[IDX(nb, 0, 0)], nb, MPI_FLOAT, rank - 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Send(&x[IDX(nb, 1, 0)], nb, MPI_FLOAT, rank - 1, TAG_BORDER, MPI_COMM_WORLD);
if (rank != numprocs - 1) {
// Receive and send south border
MPI_Recv(&x[IDX(nb, rows + 1, 0)], nb, MPI_DOUBLE, rank + 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Send(&x[IDX(nb, rows, 0)], nb, MPI_DOUBLE, rank + 1, TAG_BORDER, MPI_COMM_WORLD);
MPI_Recv(&x[IDX(nb, rows + 1, 0)], nb, MPI_FLOAT, rank + 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Send(&x[IDX(nb, rows, 0)], nb, MPI_FLOAT, rank + 1, TAG_BORDER, MPI_COMM_WORLD);
}
}
/* LOG(printf("[Process %d/%d] max_diff: %f\n", rank, numprocs, max_diff)); */
MPI_Allreduce(&max_diff, &global_max_diff, 1, MPI_DOUBLE, MPI_MAX, MPI_COMM_WORLD);
MPI_Allreduce(&max_diff, &global_max_diff, 1, MPI_FLOAT, MPI_MAX, MPI_COMM_WORLD);
/* LOG(printf("[Process %d/%d] global_max_diff: %f\n", rank, numprocs, global_max_diff)); */
(*iterations)++;
} while (global_max_diff > threshold);
if (rank == 0) {
complete_x = create_sa_matrix(nb, nb);
memcpy(complete_x, x, (rows + ((rank == numprocs - 1) ? 2 : 1)) * (nb) * sizeof(double));
memcpy(complete_x, x, (rows + ((rank == numprocs - 1) ? 2 : 1)) * (nb) * sizeof(float));
rows_to_transmit = n / numprocs;
receive_pos = rows + 1;
for (i = 1; i < numprocs; i++) {
if (i == numprocs - 1) {
rows_to_transmit++;
}
MPI_Recv(&complete_x[IDX(nb, receive_pos, 0)], rows_to_transmit * (nb), MPI_DOUBLE, i, TAG_MATRIX, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Recv(&complete_x[IDX(nb, receive_pos, 0)], rows_to_transmit * (nb), MPI_FLOAT, i, TAG_MATRIX, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
receive_pos += n / numprocs;
}
} else {
@ -119,7 +119,7 @@ double *compute_jacobi(int rank, int numprocs, int n, double init_value, double
if (rank == numprocs - 1) {
rows_to_transmit++;
}
MPI_Send(&x[IDX(nb, 1, 0)], rows_to_transmit * (nb), MPI_DOUBLE, 0, TAG_MATRIX, MPI_COMM_WORLD);
MPI_Send(&x[IDX(nb, 1, 0)], rows_to_transmit * (nb), MPI_FLOAT, 0, TAG_MATRIX, MPI_COMM_WORLD);
}
return complete_x;

View File

@ -12,12 +12,12 @@
#define TAG_BORDER 0
#define TAG_MATRIX 1
double *compute_jacobi(int rank, int numprocs, int n, double init_value, double threshold, borders b, int *iterations) {
double *complete_x;
double *x;
double *new_x;
double *tmp_x;
double max_diff, global_max_diff, new_value;
float *compute_jacobi(int rank, int numprocs, int n, float init_value, float threshold, borders b, int *iterations) {
float *complete_x;
float *x;
float *new_x;
float *tmp_x;
float max_diff, global_max_diff, new_value;
int i, j;
int nb = n + 2; // n plus the border
int rows, rows_to_transmit;
@ -66,18 +66,18 @@ double *compute_jacobi(int rank, int numprocs, int n, double init_value, double
do {
if (rank != numprocs - 1) {
// Send south border
MPI_Isend(&x[IDX(nb, rows, 0)], nb, MPI_DOUBLE, rank + 1, TAG_BORDER, MPI_COMM_WORLD, &request_south);
MPI_Isend(&x[IDX(nb, rows, 0)], nb, MPI_FLOAT, rank + 1, TAG_BORDER, MPI_COMM_WORLD, &request_south);
}
if (rank != 0) {
// Send north border
MPI_Isend(&x[IDX(nb, 1, 0)], nb, MPI_DOUBLE, rank - 1, TAG_BORDER, MPI_COMM_WORLD, &request_north);
MPI_Isend(&x[IDX(nb, 1, 0)], nb, MPI_FLOAT, rank - 1, TAG_BORDER, MPI_COMM_WORLD, &request_north);
}
max_diff = 0;
global_max_diff = 0;
for (i = 1; i <= rows; i++) {
for (j = 1; j <= n; j++) {
new_value = 0.25 * (x[IDX(nb, i - 1, j)] + x[IDX(nb, i, j + 1)] + x[IDX(nb, i + 1, j)] + x[IDX(nb, i, j - 1)]);
max_diff = (double) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
max_diff = (float) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
new_x[IDX(nb, i, j)] = new_value;
}
}
@ -86,28 +86,28 @@ double *compute_jacobi(int rank, int numprocs, int n, double init_value, double
x = tmp_x;
if (rank != numprocs - 1) {
// Receive south border
MPI_Recv(&x[IDX(nb, rows + 1, 0)], nb, MPI_DOUBLE, rank + 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Recv(&x[IDX(nb, rows + 1, 0)], nb, MPI_FLOAT, rank + 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
}
if (rank != 0) {
// Receive north border
MPI_Recv(&x[IDX(nb, 0, 0)], nb, MPI_DOUBLE, rank - 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Recv(&x[IDX(nb, 0, 0)], nb, MPI_FLOAT, rank - 1, TAG_BORDER, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
}
LOG(printf("[Process %d/%d] max_diff: %f\n", rank, numprocs, max_diff));
MPI_Allreduce(&max_diff, &global_max_diff, 1, MPI_DOUBLE, MPI_MAX, MPI_COMM_WORLD);
MPI_Allreduce(&max_diff, &global_max_diff, 1, MPI_FLOAT, MPI_MAX, MPI_COMM_WORLD);
/* LOG(printf("[Process %d/%d] global_max_diff: %f\n", rank, numprocs, global_max_diff)); */
(*iterations)++;
} while (global_max_diff > threshold);
if (rank == 0) {
complete_x = create_sa_matrix(nb, nb);
memcpy(complete_x, x, (rows + ((rank == numprocs - 1) ? 2 : 1)) * (nb) * sizeof(double));
memcpy(complete_x, x, (rows + ((rank == numprocs - 1) ? 2 : 1)) * (nb) * sizeof(float));
rows_to_transmit = n / numprocs;
receive_pos = rows + 1;
for (i = 1; i < numprocs; i++) {
if (i == numprocs - 1) {
rows_to_transmit++;
}
MPI_Recv(&complete_x[IDX(nb, receive_pos, 0)], rows_to_transmit * (nb), MPI_DOUBLE, i, TAG_MATRIX, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
MPI_Recv(&complete_x[IDX(nb, receive_pos, 0)], rows_to_transmit * (nb), MPI_FLOAT, i, TAG_MATRIX, MPI_COMM_WORLD, MPI_STATUS_IGNORE);
receive_pos += n / numprocs;
}
} else {
@ -116,7 +116,7 @@ double *compute_jacobi(int rank, int numprocs, int n, double init_value, double
if (rank == numprocs - 1) {
rows_to_transmit++;
}
MPI_Send(&x[IDX(nb, 1, 0)], rows_to_transmit * (nb), MPI_DOUBLE, 0, TAG_MATRIX, MPI_COMM_WORLD);
MPI_Send(&x[IDX(nb, 1, 0)], rows_to_transmit * (nb), MPI_FLOAT, 0, TAG_MATRIX, MPI_COMM_WORLD);
}
return complete_x;

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@ -8,11 +8,11 @@
#include "../config.h"
#include "../utils.h"
double *compute_jacobi(int n, double init_value, double threshold, borders b, int *iterations) {
double *x;
double *new_x;
double *tmp_x;
double max_diff, new_value;
float *compute_jacobi(int n, float init_value, float threshold, borders b, int *iterations) {
float *x;
float *new_x;
float *tmp_x;
float max_diff, new_value;
int i, j;
int nb = n + 2; // n plus the border
@ -45,7 +45,7 @@ double *compute_jacobi(int n, double init_value, double threshold, borders b, in
for (i = 1; i <= n; i++) {
for (j = 1; j <= n; j++) {
new_value = 0.25 * (x[IDX(nb, i - 1, j)] + x[IDX(nb, i, j + 1)] + x[IDX(nb, i + 1, j)] + x[IDX(nb, i, j - 1)]);
max_diff = (double) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
max_diff = (float) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
new_x[IDX(nb, i, j)] = new_value;
}
}

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@ -8,11 +8,11 @@
#include "../config.h"
#include "../utils.h"
double *compute_jacobi(int n, double init_value, double threshold, borders b, int *iterations) {
double *x;
double *new_x;
double *tmp_x;
double max_diff, new_value;
float *compute_jacobi(int n, float init_value, float threshold, borders b, int *iterations) {
float *x;
float *new_x;
float *tmp_x;
float max_diff, new_value;
int i, j;
int nb = n + 2; // n plus the border
@ -42,7 +42,7 @@ double *compute_jacobi(int n, double init_value, double threshold, borders b, in
for (i = 1; i <= n; i++) {
for (j = 1; j <= n; j++) {
new_value = 0.25 * (x[IDX(nb, i - 1, j)] + x[IDX(nb, i, j + 1)] + x[IDX(nb, i + 1, j)] + x[IDX(nb, i, j - 1)]);
max_diff = (double) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
max_diff = (float) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
new_x[IDX(nb, i, j)] = new_value;
}
}

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@ -8,14 +8,15 @@
#include "../config.h"
#include "../utils.h"
double *compute_jacobi(int n, double init_value, double threshold, borders b, int *iterations) {
double *x;
double *new_x;
double *tmp_x;
double max_diff, new_value;
float *compute_jacobi(int n, float init_value, float threshold, borders b, int *iterations) {
float *x;
float *new_x;
float *tmp_x;
float max_diff, new_value;
int i, j;
int nb = n + 2; // n plus the border
int n_mult = (n % 2 == 0) ? n : n - 1;
int n_mult = (n / 4) * 4;
__m128 new_value_vec, tmp_vec;
/* Initialize boundary regions */
x = create_sa_matrix(nb, nb);
new_x = create_sa_matrix(nb, nb);
@ -40,24 +41,25 @@ double *compute_jacobi(int n, double init_value, double threshold, borders b, in
do {
max_diff = 0;
for (i = 1; i <= n; i++) {
for (j = 1; j <= n_mult; j += 2) {
__m128d new_value_vec, tmp_vec;
new_value_vec = _mm_loadu_pd(&x[IDX(nb, i - 1, j)]);
tmp_vec = _mm_loadu_pd(&x[IDX(nb, i + 1, j)]);
new_value_vec = _mm_add_pd(new_value_vec, tmp_vec);
tmp_vec = _mm_loadu_pd(&x[IDX(nb, i, j - 1)]);
new_value_vec = _mm_add_pd(new_value_vec, tmp_vec);
tmp_vec = _mm_loadu_pd(&x[IDX(nb, i, j + 1)]);
new_value_vec = _mm_add_pd(new_value_vec, tmp_vec);
tmp_vec = _mm_set1_pd(0.25);
new_value_vec = _mm_mul_pd(new_value_vec, tmp_vec);
_mm_storeu_pd(&new_x[IDX(nb, i, j)], new_value_vec);
max_diff = (double) fmax(max_diff, fabs(new_x[IDX(nb, i, j)] - x[IDX(nb, i, j)]));
max_diff = (double) fmax(max_diff, fabs(new_x[IDX(nb, i, j + 1)] - x[IDX(nb, i, j + 1)]));
for (j = 1; j <= n_mult; j += 4) {
new_value_vec = _mm_loadu_ps(&x[IDX(nb, i - 1, j)]);
tmp_vec = _mm_loadu_ps(&x[IDX(nb, i + 1, j)]);
new_value_vec = _mm_add_ps(new_value_vec, tmp_vec);
tmp_vec = _mm_loadu_ps(&x[IDX(nb, i, j - 1)]);
new_value_vec = _mm_add_ps(new_value_vec, tmp_vec);
tmp_vec = _mm_loadu_ps(&x[IDX(nb, i, j + 1)]);
new_value_vec = _mm_add_ps(new_value_vec, tmp_vec);
tmp_vec = _mm_set1_ps(0.25);
new_value_vec = _mm_mul_ps(new_value_vec, tmp_vec);
_mm_storeu_ps(&new_x[IDX(nb, i, j)], new_value_vec);
max_diff = (float) fmax(max_diff, fabs(new_x[IDX(nb, i, j)] - x[IDX(nb, i, j)]));
max_diff = (float) fmax(max_diff, fabs(new_x[IDX(nb, i, j + 1)] - x[IDX(nb, i, j + 1)]));
max_diff = (float) fmax(max_diff, fabs(new_x[IDX(nb, i, j + 2)] - x[IDX(nb, i, j + 2)]));
max_diff = (float) fmax(max_diff, fabs(new_x[IDX(nb, i, j + 3)] - x[IDX(nb, i, j + 3)]));
}
for (j = n_mult; j <= n; j++) {
new_value = 0.25 * (x[IDX(nb, i - 1, j)] + x[IDX(nb, i, j + 1)] + x[IDX(nb, i + 1, j)] + x[IDX(nb, i, j - 1)]);
max_diff = (double) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
max_diff = (float) fmax(max_diff, fabs(new_value - x[IDX(nb, i, j)]));
new_x[IDX(nb, i, j)] = new_value;
}
}

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@ -5,15 +5,15 @@
#include "../config.h"
#include "../utils.h"
double *compute_jacobi(int n, double init_value, double threshold, borders b, int *iterations);
float *compute_jacobi(int n, float init_value, float threshold, borders b, int *iterations);
int main(int argc, char* argv[]) {
int n;
double init_value, threshold;
float init_value, threshold;
borders b;
int config_loaded;
configuration config;
double *x;
float *x;
int iterations;
struct timeval start, end;
long secs_used, micros_used;
@ -36,7 +36,7 @@ int main(int argc, char* argv[]) {
secs_used = (end.tv_sec - start.tv_sec);
micros_used = ((secs_used * 1000000) + end.tv_usec) - (start.tv_usec);
printf("Wall clock time: %fs\n", (double) micros_used / 1000000);
printf("Wall clock time: %fs\n", (float) micros_used / 1000000);
printf("Iterations: %d\n", iterations);
if (n < 10) {
print_sa_matrix(x, n + 2, n + 2);

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@ -5,18 +5,18 @@
#include "../config.h"
#include "../utils.h"
double *compute_jacobi(int rank, int numprocs, int n, double init_value, double threshold, borders b, int *iterations);
float *compute_jacobi(int rank, int numprocs, int n, float init_value, float threshold, borders b, int *iterations);
int main(int argc, char* argv[]) {
int rank;
int numprocs;
int n;
double init_value, threshold;
double north, south, east, west;
float init_value, threshold;
float north, south, east, west;
borders b;
int config_loaded;
configuration config;
double *x;
float *x;
double startwtime = 0.0, endwtime;
int iterations;
@ -39,12 +39,12 @@ int main(int argc, char* argv[]) {
west = config.west;
}
MPI_Bcast(&n, 1, MPI_INT, 0, MPI_COMM_WORLD);
MPI_Bcast(&init_value, 1, MPI_DOUBLE, 0, MPI_COMM_WORLD);
MPI_Bcast(&threshold, 1, MPI_DOUBLE, 0, MPI_COMM_WORLD);
MPI_Bcast(&north, 1, MPI_DOUBLE, 0, MPI_COMM_WORLD);
MPI_Bcast(&south, 1, MPI_DOUBLE, 0, MPI_COMM_WORLD);
MPI_Bcast(&east, 1, MPI_DOUBLE, 0, MPI_COMM_WORLD);
MPI_Bcast(&west, 1, MPI_DOUBLE, 0, MPI_COMM_WORLD);
MPI_Bcast(&init_value, 1, MPI_FLOAT, 0, MPI_COMM_WORLD);
MPI_Bcast(&threshold, 1, MPI_FLOAT, 0, MPI_COMM_WORLD);
MPI_Bcast(&north, 1, MPI_FLOAT, 0, MPI_COMM_WORLD);
MPI_Bcast(&south, 1, MPI_FLOAT, 0, MPI_COMM_WORLD);
MPI_Bcast(&east, 1, MPI_FLOAT, 0, MPI_COMM_WORLD);
MPI_Bcast(&west, 1, MPI_FLOAT, 0, MPI_COMM_WORLD);
b.north = north;
b.south = south;

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@ -2,18 +2,18 @@
#include <stdlib.h>
#include "utils.h"
double *create_sa_matrix(int rows, int cols) {
double *x;
float *create_sa_matrix(int rows, int cols) {
float *x;
x = (double *) malloc(rows * cols * sizeof(double));
x = (float *) malloc(rows * cols * sizeof(float));
return x;
}
void destroy_sa_matrix(double *x) {
void destroy_sa_matrix(float *x) {
free(x);
}
void print_sa_matrix(double *x, int rows, int cols) {
void print_sa_matrix(float *x, int rows, int cols) {
int i, j;
for (i = 0; i < rows; i++) {
for (j = 0; j < cols; j++) {
@ -24,18 +24,18 @@ void print_sa_matrix(double *x, int rows, int cols) {
fflush(stdout);
}
double **create_matrix(int rows, int cols) {
float **create_matrix(int rows, int cols) {
int i;
double **x;
float **x;
x = (double **) malloc(rows * sizeof(double));
x = (float **) malloc(rows * sizeof(float));
for (i = 0; i < rows; i++) {
x[i] = (double *) malloc(cols * sizeof(double));
x[i] = (float *) malloc(cols * sizeof(float));
}
return x;
}
void destroy_matrix(double **x, int rows) {
void destroy_matrix(float **x, int rows) {
int i;
for (i = 0; i < rows; i++) {
@ -44,7 +44,7 @@ void destroy_matrix(double **x, int rows) {
free(x);
}
void print_matrix(double **x, int rows, int cols) {
void print_matrix(float **x, int rows, int cols) {
int i, j;
for (i = 0; i < rows; i++) {
for (j = 0; j < cols; j++) {

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@ -6,7 +6,7 @@
#ifdef ENABLE_LOG
# define LOG(x) x
#else
# define LOG(x) (void) 0
# define LOG(x) (void) 0
#endif
/*
@ -17,30 +17,30 @@
#define IDX(cols, r, c) ((r) * (cols) + (c))
typedef struct borders {
double north;
double east;
double south;
double west;
float north;
float east;
float south;
float west;
} borders;
/*
* Create a matrix stored in a single array.
*/
double *create_sa_matrix(int rows, int cols);
float *create_sa_matrix(int rows, int cols);
/*
* Destroy a single array matrix.
*/
void destroy_sa_matrix(double *x);
void destroy_sa_matrix(float *x);
int sa_index(int cols, int r, int c);
/*
* Print a single array matrix.
*/
void print_sa_matrix(double *x, int rows, int cols);
void print_sa_matrix(float *x, int rows, int cols);
double **create_matrix(int rows, int cols);
void destroy_matrix(double **x, int rows);
void print_matrix(double **x, int rows, int cols);
float **create_matrix(int rows, int cols);
void destroy_matrix(float **x, int rows);
void print_matrix(float **x, int rows, int cols);