cubla sample-code

//Example 1. Application Using C and CUBLAS: 1-based indexing

#include <stdlib.h>
#include <math.h>
#include <cuda_runtime.h>
#include "cublas_v2.h"
#include <stdio.h>
#define M 6
#define N 5
#define IDX2F(i,j,ld) ((((j)-1)*(ld))+((i)-1))
static __inline__ void modify (cublasHandle_t handle, float*m, int ldm, int
    n, int p, int q, float alpha, float beta){
        cublasSscal (handle, n-p+1, &alpha, &m[IDX2F(p,q,ldm)], ldm);
        cublasSscal (handle, ldm-p+1, &beta, &m[IDX2F(p,q,ldm)], 1);
}
int main (void){
    cudaError_t cudaStat; 
    cublasStatus_t stat;
    cublasHandle_t handle;
    int i, j;
    float* devPtrA;
    float* a = 0;
    a = (float*)malloc (M * N * sizeof(*a));
    if(!a) {
        printf("host memory allocation failed");
        return EXIT_FAILURE;
    }
    for(j = 1; j <= N; j++) {
        for(i = 1; i <= M; i++) {
            a[IDX2F(i,j,M)] = (float)((i-1) * M + j);
            printf("%7.0f",a[IDX2F(i,j,M)]);
        }printf("\n");
    }printf("\n");
    cudaStat = cudaMalloc ((void**)&devPtrA, M*N*sizeof(*a));
    if(cudaStat != cudaSuccess) {
        printf ("device memory allocation failed");
        return EXIT_FAILURE;
    }
    stat = cublasCreate(&handle);
    if(stat != CUBLAS_STATUS_SUCCESS) {
        printf ("CUBLAS initialization failed\n");
        return EXIT_FAILURE;
    }
    stat = cublasSetMatrix (M, N, sizeof(*a), a, M, devPtrA, M);
    if(stat != CUBLAS_STATUS_SUCCESS) {
        printf ("data download failed");
        cudaFree (devPtrA);
        cublasDestroy(handle);
        return EXIT_FAILURE;
    }
    modify (handle, devPtrA, M, N, 2, 3, 16.0f, 12.0f);
    stat = cublasGetMatrix (M, N, sizeof(*a), devPtrA, M, a, M);
    if(stat != CUBLAS_STATUS_SUCCESS) {
        printf("data upload failed");
        cudaFree (devPtrA);
        cublasDestroy(handle); 
        return EXIT_FAILURE;
    } 
    cudaFree (devPtrA);
    cublasDestroy(handle);
    for(j = 1; j <= N; j++) {
        for(i = 1; i <= M; i++) {
            printf ("%7.0f", a[IDX2F(i,j,M)]);
        }
        printf ("\n");
    }
    free(a);
    return EXIT_SUCCESS;
}